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Song S, Wu Z, Lv J, Yu C, Sun D, Pei P, Pan L, Yang L, Chen Y, Du H, Chen L, Schmidt D, Avery D, Duan L, Chen J, Chen Z, Li L, Pang Y. Dietary factors and patterns in relation to risk of later-onset ulcerative colitis in Chinese: A prospective study of 0.5 million people. Aliment Pharmacol Ther 2024; 59:1425-1434. [PMID: 38654428 DOI: 10.1111/apt.17963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 02/27/2024] [Accepted: 03/10/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND There is limited evidence on the associations of dietary factors and patterns with risk of later-onset ulcerative colitis (UC) in Chinese adults. AIMS To investigate the associations of dietary factors and patterns with risk of later-onset UC in Chinese. METHODS The prospective China Kadoorie Biobank cohort study recruited 512,726 participants aged 30-79. Dietary habits were assessed using food frequency questionnaires. Dietary patterns were derived by factor analysis with a principal component method. Cox regression analysis was used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS During a median follow-up of 12.1 years, 312 cases of newly diagnosed UC were documented (median age of diagnosis 60.1 years). Egg consumption was associated with higher risk of UC (HR for daily vs. never or rarely: 2.29 [95% CI: 1.26-4.16]), while spicy food consumption was inversely associated with risk of UC (HR: 0.63 [0.45-0.88]). The traditional northern dietary pattern, characterised by high intake of wheat and low intake of rice, was associated with higher risk of UC (HR for highest vs. lowest quartile of score: 2.79 [1.93-4.05]). The modern dietary pattern, characterised by high intake of animal-origin foods and fruits, was associated with higher risk of UC (HR: 2.48 [1.63-3.78]). Population attributable fraction was 13.04% (7.71%-19.11%) for daily/almost daily consumption of eggs and 9.87% (1.94%-18.22%) for never/rarely consumption of spicy food. CONCLUSIONS The findings highlight the importance of evaluating dietary factors and patterns in the primary prevention of later-onset UC in Chinese adults.
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Affiliation(s)
- Shuyao Song
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Zhiyu Wu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Jun Lv
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Canqing Yu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Dianjianyi Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Pei Pei
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Lang Pan
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Lingli Chen
- Tongxiang Center for Disease Control and Prevention, Tongxiang, China
| | - Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Daniel Avery
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Liping Duan
- Department of Gastroenterology, Peking University Third Hospital, Beijing, China
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Liming Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Yuanjie Pang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
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Yao P, Iona A, Pozarickij A, Said S, Wright N, Lin K, Millwood I, Fry H, Kartsonaki C, Mazidi M, Chen Y, Bragg F, Liu B, Yang L, Liu J, Avery D, Schmidt D, Sun D, Pei P, Lv J, Yu C, Hill M, Bennett D, Walters R, Li L, Clarke R, Du H, Chen Z. Proteomic Analyses in Diverse Populations Improved Risk Prediction and Identified New Drug Targets for Type 2 Diabetes. Diabetes Care 2024; 47:1012-1019. [PMID: 38623619 PMCID: PMC7615965 DOI: 10.2337/dc23-2145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 03/09/2024] [Indexed: 04/17/2024]
Abstract
OBJECTIVE Integrated analyses of plasma proteomics and genetic data in prospective studies can help assess the causal relevance of proteins, improve risk prediction, and discover novel protein drug targets for type 2 diabetes (T2D). RESEARCH DESIGN AND METHODS We measured plasma levels of 2,923 proteins using Olink Explore among ∼2,000 randomly selected participants from China Kadoorie Biobank (CKB) without prior diabetes at baseline. Cox regression assessed associations of individual protein with incident T2D (n = 92 cases). Proteomic-based risk models were developed with discrimination, calibration, reclassification assessed using area under the curve (AUC), calibration plots, and net reclassification index (NRI), respectively. Two-sample Mendelian randomization (MR) analyses using cis-protein quantitative trait loci identified in a genome-wide association study of CKB and UK Biobank for specific proteins were conducted to assess their causal relevance for T2D, along with colocalization analyses to examine shared causal variants between proteins and T2D. RESULTS Overall, 33 proteins were significantly associated (false discovery rate <0.05) with risk of incident T2D, including IGFBP1, GHR, and amylase. The addition of these 33 proteins to a conventional risk prediction model improved AUC from 0.77 (0.73-0.82) to 0.88 (0.85-0.91) and NRI by 38%, with predicted risks well calibrated with observed risks. MR analyses provided support for the causal relevance for T2D of ENTR1, LPL, and PON3, with replication of ENTR1 and LPL in Europeans using different genetic instruments. Moreover, colocalization analyses showed strong evidence (pH4 > 0.6) of shared genetic variants of LPL and PON3 with T2D. CONCLUSIONS Proteomic analyses in Chinese adults identified novel associations of multiple proteins with T2D with strong genetic evidence supporting their causal relevance and potential as novel drug targets for prevention and treatment of T2D.
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Affiliation(s)
- Pang Yao
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Andri Iona
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Alfred Pozarickij
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Saredo Said
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Neil Wright
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Kuang Lin
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Iona Millwood
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Hannah Fry
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Christiana Kartsonaki
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Mohsen Mazidi
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Yiping Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Fiona Bragg
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Bowen Liu
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Ling Yang
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Junxi Liu
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Daniel Avery
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Pei Pei
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Michael Hill
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Derrick Bennett
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Robin Walters
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Robert Clarke
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Huaidong Du
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
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Zhang Y, Ding Y, Yu C, Sun D, Pei P, Du H, Yang L, Chen Y, Schmidt D, Avery D, Chen J, Chen J, Chen Z, Li L, Lv J. Predictive value of 8-year blood pressure measures in intracerebral hemorrhage risk over 5 years. Eur J Prev Cardiol 2024:zwae147. [PMID: 38629743 DOI: 10.1093/eurjpc/zwae147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 03/21/2024] [Accepted: 04/16/2024] [Indexed: 05/07/2024]
Abstract
AIMS The relationships between long-term blood pressure (BP) measures and intracerebral hemorrhage (ICH), as well as their predictive ability on ICH, were unclear. We aimed to investigate the independent associations of multiple BP measures with subsequent 5-year ICH risk, as well as the incremental value of these measures over a single-point BP measurement in ICH risk prediction. METHODS We included 12,398 participants from the China Kadoorie Biobank (CKB) who completed three surveys every four to five years. The following long-term BP measures were calculated: mean, minimum, maximum, standard deviation, coefficient of variation, average real variability, and cumulative BP exposure (cumBP). Cox proportional hazard models were used to examine the associations between these measures and ICH. The potential incremental value of these measures in ICH risk prediction was assessed using Harrell's C statistics, continuous net reclassification improvement (cNRI), and relative integrated discrimination improvement (rIDI). RESULTS The hazard ratios (95% confidence intervals) of incident ICH associated with per SD increase in cumSBP and cumDBP were 1.62 (1.25, 2.10) and 1.59 (1.23, 2.07), respectively. When cumBP was added to the conventional 5-year ICH risk prediction model, the C-statistic change was 0.009 (-0.001, 0.019), the cNRI was 0.267 (0.070, 0.464), and the rIDI was 18.2% (5.8%, 30.7%). Further subgroup analyses revealed a consistent increase in cNRI and rIDI in men, rural residents, and participants without diabetes. Other long-term BP measures showed no statistically significant associations with incident ICH and generally did not improve model performance. CONCLUSION The nearly 10-year cumBP was positively associated with an increased 5-year risk of ICH and could significantly improve risk reclassification for the ICH risk prediction model that included single-point BP measurement.
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Affiliation(s)
- Yiqian Zhang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Yinqi Ding
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Canqing Yu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education
| | - Dianjianyi Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Daniel Avery
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Jianwei Chen
- Liuyang Centers for Disease Control and Prevention, Liuyang, Changsha, Hunan, China
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Liming Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education
| | - Jun Lv
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education
- State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University
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Akmatov MK, Hu E, Rüsenberg R, Kollan C, Schmidt D, Kohring C, Holstiege J, Bickel M, Bätzing J. Areas with high HIV prevalence: A spatial analysis of nationwide claims data in Germany. HIV Med 2024; 25:498-503. [PMID: 38072823 DOI: 10.1111/hiv.13601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 11/24/2023] [Indexed: 04/05/2024]
Abstract
OBJECTIVE We aimed to identify spatial clusters of high HIV prevalence in Germany. METHODS Using nationwide outpatient claims data comprising information of about 88% of the total German population (N = 72 041 683), we examined spatial variations and spatial clusters of high HIV prevalence at the district level (N = 401). People with HIV were identified using the International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10 codes) B20, B22, and B24 (HIV disease) documented as 'confirmed'. RESULTS Among 72 041 683 people with statutory health insurance in Germany in 2021, 72 636 had diagnosed HIV, which corresponds to a prevalence of 101 per 100 000 individuals (0.10%). Of these, 56 895 were males (78%). At a district level, the HIV prevalence varied by a factor of 32 between 13 in a rural district in Bavaria and 417 per 100 000 individuals in the German capital, Berlin. The spatial autocorrelation coefficient was 0.24 (p < 0.0001, Global Moran's I). Several high-prevalence spatial clusters of different sizes were identified, mostly located in western Germany. The largest cluster comprised eight districts in the southern part of Hesse, including the city of Frankfurt and the city of Mainz in Rhineland-Palatinate. The second cluster consisted of four districts in North Rhine-Westphalia, including the cities of Cologne and Düsseldorf. Two districts in southern Germany (Mannheim and Ludwigshafen) formed the third cluster. Only urban districts were observed in spatial clusters of high HIV prevalence. CONCLUSIONS The current study identified for the first time spatial clusters with high HIV prevalence in Germany. This understanding is of particular importance when planning the general and specialized medical care of patients with HIV and to support preventive measures.
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Affiliation(s)
- M K Akmatov
- Department of Epidemiology and Health Care Atlas, Central Research Institute of Ambulatory Health Care (Zi), Berlin, Germany
| | - E Hu
- Department of Epidemiology and Health Care Atlas, Central Research Institute of Ambulatory Health Care (Zi), Berlin, Germany
| | - R Rüsenberg
- German Association of Physicians in HIV-Care (dagnä e.V.), Berlin, Germany
| | - C Kollan
- Department of Infectious Disease Epidemiology, Robert Koch Institute (RKI), Berlin, Germany
| | - D Schmidt
- Department of Infectious Disease Epidemiology, Robert Koch Institute (RKI), Berlin, Germany
| | - C Kohring
- Department of Epidemiology and Health Care Atlas, Central Research Institute of Ambulatory Health Care (Zi), Berlin, Germany
| | - J Holstiege
- Department of Epidemiology and Health Care Atlas, Central Research Institute of Ambulatory Health Care (Zi), Berlin, Germany
| | - M Bickel
- Infektiologikum, Frankfurt am Main, Germany
| | - J Bätzing
- Department of Epidemiology and Health Care Atlas, Central Research Institute of Ambulatory Health Care (Zi), Berlin, Germany
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Schmidt D. My experience as a woman with chest pain. Eur J Cardiovasc Nurs 2024; 23:e20. [PMID: 37676742 DOI: 10.1093/eurjcn/zvad088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
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6
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Zhu Y, Zhuang Z, Lv J, Sun D, Pei P, Yang L, Millwood IY, Walters RG, Chen Y, Du H, Wu X, Schmidt D, Avery D, Chen J, Chen Z, Li L, Yu C. Causal association between snoring and stroke: a Mendelian randomization study in a Chinese population. Lancet Reg Health West Pac 2024; 44:101001. [PMID: 38304719 PMCID: PMC10832459 DOI: 10.1016/j.lanwpc.2023.101001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 11/24/2023] [Accepted: 12/19/2023] [Indexed: 02/03/2024]
Abstract
Background Previous observational studies established a positive relationship between snoring and stroke. We aimed to investigate the causal effect of snoring on stroke. Methods Based on 82,339 unrelated individuals with qualified genotyping data of Asian descent from the China Kadoorie Biobank (CKB), we conducted a Mendelian randomization (MR) analysis of snoring and stroke. Genetic variants identified in the genome-wide association analysis (GWAS) of snoring in CKB and UK Biobank (UKB) were selected for constructing genetic risk scores (GRS). A two-stage method was applied to estimate the associations of the genetically predicted snoring with stroke and its subtypes. Besides, MR analysis among the non-obese group (body mass index, BMI <24.0 kg/m2), as well as multivariable MR (MVMR), were performed to control for potential pleiotropy from BMI. In addition, the inverse-variance weighted (IVW) method was applied to estimate the causal association with genetic variants identified in CKB GWAS. Findings Positive associations were found between snoring and total stroke, hemorrhagic stroke (HS), and ischemic stroke (IS). With GRS of CKB, the corresponding HRs (95% CIs) were 1.56 (1.15, 2.12), 1.50 (0.84, 2.69), 2.02 (1.36, 3.01), and the corresponding HRs (95% CIs) using GRS of UKB were 1.78 (1.30, 2.43), 1.94 (1.07, 3.52), and 1.74 (1.16, 2.61). The associations remained stable in the MR among the non-obese group, MVMR analysis, and MR analysis using the IVW method. Interpretation This study suggests that, among Chinese adults, genetically predicted snoring could increase the risk of total stroke, IS, and HS, and the causal effect was independent of BMI. Funding National Natural Science Foundation of China, Kadoorie Charitable Foundation Hong Kong, UK Wellcome Trust, National Key R&D Program of China, Chinese Ministry of Science and Technology.
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Affiliation(s)
- Yunqing Zhu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Zhenhuang Zhuang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Jun Lv
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
| | - Dianjianyi Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
| | - Iona Y. Millwood
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
| | - Robin G. Walters
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, OX3 7LF, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
| | - Xianping Wu
- Suzhou Centers for Disease Control, NO.72 Sanxiang Road, Gusu District, Suzhou, 215004, Jiangsu, China
| | - Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
| | - Daniel Avery
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, 100022, China
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom
| | - Liming Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
| | - Canqing Yu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
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Schmidt D, Hensel D, Petev MV, Khosla M, Brede M, Vadilonga S, Gaal P. WaveGate: a versatile tool for temporal shaping of synchrotron beams. Opt Express 2024; 32:7473-7483. [PMID: 38439426 DOI: 10.1364/oe.515884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 01/08/2024] [Indexed: 03/06/2024]
Abstract
We present a full performance characterization of a solid state pulse picker for hard x-ray pulses at synchrotrons. The device is called WaveGate. Specifically, we quantify its efficiency (>30 %), timing capabilities (switching times between 100 ns and ms), on-off contrast (>104) and influence on the coherence properties of the incident x-ray beam. In addition, we discuss the implementation of the WaveGate in an optical pump - x-ray probe setup. Even if single pulse selection is performed by external detector gating, the WaveGate drastically increases the efficiency of a measurement. Finally, we introduce advanced timing schemes that can be realized by modulating the time structure of the synchrotron beam.
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Krings A, Schmidt D, Kollan C, Meixenberger K, Bannert N, Münstermann D, Tiemann C, Bremer V, Gunsenheimer-Bartmeyer B. Increasing hepatitis B vaccination coverage and decreasing hepatitis B co-infection prevalence among people with HIV-1 in Germany, 1996-2019. Results from a cohort study primarily in men who have sex with men. HIV Med 2024; 25:201-211. [PMID: 37786263 DOI: 10.1111/hiv.13554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 09/12/2023] [Indexed: 10/04/2023]
Abstract
OBJECTIVES Viral hepatitis co-infection among people living with HIV is known to accelerate the progression of liver disease and AIDS. An increased prevalence and incidence of hepatitis B virus (HBV) infection among people living with HIV demands continuous monitoring to adapt targeted prevention strategies to reach the global goals of eliminating viral hepatitis as a public health threat. METHODS We determined the prevalence and incidence of HBV for the years 1996-2019 from yearly blood sample testing and questionnaire reports among people living with HIV belonging to a nationwide, multicentre observational, prospective cohort study. RESULTS Among this study population of 3479 participants, the majority (87%) indicated that being men who have sex with men (MSM) was their likely HIV transmission route; 51% were recruited from Berlin. HBV prevalence for acute/chronic and resolved infections decreased from 4.1% and 45% in 1996-1999 to 1.3% and 16% in 2019, respectively. Simultaneously, participants with a serological status indicating HBV vaccination increased from 25% in 1996-1999 to 69% in 2019. Among vaccinated participants with relevant information (n = 1135), 38% received their first HBV vaccination after HIV infection. The HBV incidence rate in 565 eligible participants decreased from 6.9/100 person-years in 2004-2007 to 0.45/100 person-years in 2015. CONCLUSION Increasing vaccination coverage because of a general HBV vaccination recommendation and catch-up vaccination efforts among risk groups decreased HBV infection prevalence over time among this study population of people living with HIV, primarily MSM and from Berlin. Despite this success, the prevalence and incidence of HBV remains higher than in the general population in Germany. This emphasizes the need for continued HBV prevention by promoting HBV vaccination and HBV screening at regular intervals based on the individual risk behaviour.
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Affiliation(s)
- A Krings
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - D Schmidt
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - C Kollan
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - K Meixenberger
- Department of Infectious Diseases, Robert Koch Institute, Berlin, Germany
| | - N Bannert
- Department of Infectious Diseases, Robert Koch Institute, Berlin, Germany
| | | | - C Tiemann
- MVZ Labor Krone GbR, Bad Salzuflen, Germany
| | - V Bremer
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
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9
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Abdul Halim A, Abreu P, Aglietta M, Allekotte I, Cheminant KA, Almela A, Aloisio R, Alvarez-Muñiz J, Yebra JA, Anastasi GA, Anchordoqui L, Andrada B, Andringa S, Anukriti, Apollonio L, Aramo C, Ferreira PRA, Arnone E, Velázquez JCA, Assis P, Avila G, Avocone E, Bakalova A, Barbato F, Mocellin AB, Bellido JA, Berat C, Bertaina ME, Bhatta G, Bianciotto M, Biermann PL, Binet V, Bismark K, Bister T, Biteau J, Blazek J, Bleve C, Blümer J, Boháčová M, Boncioli D, Bonifazi C, Arbeletche LB, Borodai N, Brack J, Orchera PGB, Briechle FL, Bueno A, Buitink S, Buscemi M, Büsken M, Bwembya A, Caballero-Mora KS, Cabana-Freire S, Caccianiga L, Caruso R, Castellina A, Catalani F, Cataldi G, Cazon L, Cerda M, Cermenati A, Chinellato JA, Chudoba J, Chytka L, Clay RW, Cerutti ACC, Colalillo R, Coleman A, Coluccia MR, Conceição R, Condorelli A, Consolati G, Conte M, Convenga F, Dos Santos DC, Costa PJ, Covault CE, Cristinziani M, Sanchez CSC, Dasso S, Daumiller K, Dawson BR, de Almeida RM, de Jesús J, de Jong SJ, Neto JRTDM, De Mitri I, de Oliveira J, Franco DDO, de Palma F, de Souza V, de Errico BPDS, De Vito E, Del Popolo A, Deligny O, Denner N, Deval L, di Matteo A, Dobre M, Dobrigkeit C, D'Olivo JC, Mendes LMD, Dorosti Q, Dos Anjos JC, Dos Anjos RC, Ebr J, Ellwanger F, Emam M, Engel R, Epicoco I, Erdmann M, Etchegoyen A, Evoli C, Falcke H, Farmer J, Farrar G, Fauth AC, Fazzini N, Feldbusch F, Fenu F, Fernandes A, Fick B, Figueira JM, Filipčič A, Fitoussi T, Flaggs B, Fodran T, Fujii T, Fuster A, Galea C, Galelli C, García B, Gaudu C, Gemmeke H, Gesualdi F, Gherghel-Lascu A, Ghia PL, Giaccari U, Glombitza J, Gobbi F, Gollan F, Golup G, Berisso MG, Vitale PFG, Gongora JP, González JM, González N, Goos I, Góra D, Gorgi A, Gottowik M, Grubb TD, Guarino F, Guedes GP, Guido E, Gülzow L, Hahn S, Hamal P, Hampel MR, Hansen P, Harari D, Harvey VM, Haungs A, Hebbeker T, Hojvat C, Hörandel JR, Horvath P, Hrabovský M, Huege T, Insolia A, Isar PG, Janecek P, Jilek V, Johnsen JA, Jurysek J, Kampert KH, Keilhauer B, Khakurdikar A, Covilakam VVK, Klages HO, Kleifges M, Knapp F, Köhler J, Kunka N, Lago BL, Langner N, de Oliveira MAL, Lema-Capeans Y, Letessier-Selvon A, Lhenry-Yvon I, Lopes L, Lu L, Luce Q, Lundquist JP, Payeras AM, Majercakova M, Mandat D, Manning BC, Mantsch P, Marafico S, Mariani FM, Mariazzi AG, Mariş IC, Marsella G, Martello D, Martinelli S, Bravo OM, Martins MA, Mathes HJ, Matthews J, Matthiae G, Mayotte E, Mayotte S, Mazur PO, Medina-Tanco G, Meinert J, Melo D, Menshikov A, Merx C, Michal S, Micheletti MI, Miramonti L, Mollerach S, Montanet F, Morejon L, Morello C, Mulrey K, Mussa R, Namasaka WM, Negi S, Nellen L, Nguyen K, Nicora G, Niechciol M, Nitz D, Nosek D, Novotny V, Nožka L, Nucita A, Núñez LA, Oliveira C, Palatka M, Pallotta J, Panja S, Parente G, Paulsen T, Pawlowsky J, Pech M, Pękala J, Pelayo R, Pereira LAS, Martins EEP, Armand JP, Bertolli CP, Perrone L, Petrera S, Petrucci C, Pierog T, Pimenta M, Platino M, Pont B, Pothast M, Shahvar MP, Privitera P, Prouza M, Puyleart A, Querchfeld S, Rautenberg J, Ravignani D, Akim JVR, Reininghaus M, Ridky J, Riehn F, Risse M, Rizi V, de Carvalho WR, Rodriguez E, Rojo JR, Roncoroni MJ, Rossoni S, Roth M, Roulet E, Rovero AC, Ruehl P, Saftoiu A, Saharan M, Salamida F, Salazar H, Salina G, Gomez JDS, Sánchez F, Santos EM, Santos E, Sarazin F, Sarmento R, Sato R, Savina P, Schäfer CM, Scherini V, Schieler H, Schimassek M, Schimp M, Schmidt D, Scholten O, Schoorlemmer H, Schovánek P, Schröder FG, Schulte J, Schulz T, Sciutto SJ, Scornavacche M, Segreto A, Sehgal S, Shivashankara SU, Sigl G, Silli G, Sima O, Simkova K, Simon F, Smau R, Šmída R, Sommers P, Soriano JF, Squartini R, Stadelmaier M, Stanič S, Stasielak J, Stassi P, Strähnz S, Straub M, Suomijärvi T, Supanitsky AD, Svozilikova Z, Szadkowski Z, Tairli F, Tapia A, Taricco C, Timmermans C, Tkachenko O, Tobiska P, Peixoto CJT, Tomé B, Torrès Z, Travaini A, Travnicek P, Trimarelli C, Tueros M, Unger M, Vaclavek L, Vacula M, Galicia JFV, Valore L, Varela E, Vásquez-Ramírez A, Veberič D, Ventura C, Quispe IDV, Verzi V, Vicha J, Vink J, Vorobiov S, Watanabe C, Watson AA, Weindl A, Wiencke L, Wilczyński H, Wittkowski D, Wundheiler B, Yue B, Yushkov A, Zapparrata O, Zas E, Zavrtanik D, Zavrtanik M. Demonstrating Agreement between Radio and Fluorescence Measurements of the Depth of Maximum of Extensive Air Showers at the Pierre Auger Observatory. Phys Rev Lett 2024; 132:021001. [PMID: 38277596 DOI: 10.1103/physrevlett.132.021001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 10/16/2023] [Accepted: 10/24/2023] [Indexed: 01/28/2024]
Abstract
We show, for the first time, radio measurements of the depth of shower maximum (X_{max}) of air showers induced by cosmic rays that are compared to measurements of the established fluorescence method at the same location. Using measurements at the Pierre Auger Observatory we show full compatibility between our radio and the previously published fluorescence dataset, and between a subset of air showers observed simultaneously with both radio and fluorescence techniques, a measurement setup unique to the Pierre Auger Observatory. Furthermore, we show radio X_{max} resolution as a function of energy and demonstrate the ability to make competitive high-resolution X_{max} measurements with even a sparse radio array. With this, we show that the radio technique is capable of cosmic-ray mass composition studies, both at Auger and at other experiments.
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Affiliation(s)
- A Abdul Halim
- University of Adelaide, Adelaide, South Australia, Australia
| | - P Abreu
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Aglietta
- INFN, Sezione di Torino, Torino, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
| | - I Allekotte
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | | | - A Almela
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - R Aloisio
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - J Alvarez-Muñiz
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - J Ammerman Yebra
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - G A Anastasi
- INFN, Sezione di Torino, Torino, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
| | - L Anchordoqui
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
| | - B Andrada
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - S Andringa
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - Anukriti
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - L Apollonio
- INFN, Sezione di Milano, Milano, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
| | - C Aramo
- INFN, Sezione di Napoli, Napoli, Italy
| | | | - E Arnone
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | | | - P Assis
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - G Avila
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - E Avocone
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - A Bakalova
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Barbato
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | | | - J A Bellido
- University of Adelaide, Adelaide, South Australia, Australia
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
| | - C Berat
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - M E Bertaina
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - G Bhatta
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - M Bianciotto
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - P L Biermann
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - V Binet
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
| | - K Bismark
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - T Bister
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - J Biteau
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - J Blazek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C Bleve
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - J Blümer
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Boháčová
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - D Boncioli
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - C Bonifazi
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - N Borodai
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - J Brack
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - P G Brichetto Orchera
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - F L Briechle
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Bueno
- Universidad de Granada and C.A.F.P.E., Granada, Spain
| | - S Buitink
- Vrije Universiteit Brussels, Brussels, Belgium
| | - M Buscemi
- INFN, Sezione di Catania, Catania, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
| | - M Büsken
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - A Bwembya
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | | | - S Cabana-Freire
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - L Caccianiga
- INFN, Sezione di Milano, Milano, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
| | - R Caruso
- INFN, Sezione di Catania, Catania, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
| | - A Castellina
- INFN, Sezione di Torino, Torino, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
| | - F Catalani
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
| | - G Cataldi
- INFN, Sezione di Lecce, Lecce, Italy
| | - L Cazon
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - M Cerda
- Observatorio Pierre Auger, Malargüe, Argentina
| | - A Cermenati
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - J A Chinellato
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - J Chudoba
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - L Chytka
- Palacky University, Olomouc, Czech Republic
| | - R W Clay
- University of Adelaide, Adelaide, South Australia, Australia
| | - A C Cobos Cerutti
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
| | - R Colalillo
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
| | - A Coleman
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
| | | | - R Conceição
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - A Condorelli
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - G Consolati
- INFN, Sezione di Milano, Milano, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
| | - M Conte
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - F Convenga
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | | | - P J Costa
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - C E Covault
- Case Western Reserve University, Cleveland, Ohio, USA
| | - M Cristinziani
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - C S Cruz Sanchez
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - S Dasso
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
| | - K Daumiller
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - B R Dawson
- University of Adelaide, Adelaide, South Australia, Australia
| | - R M de Almeida
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
| | - J de Jesús
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - S J de Jong
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - J R T de Mello Neto
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
| | - I De Mitri
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - J de Oliveira
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
| | | | - F de Palma
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - V de Souza
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
| | - B P de Souza de Errico
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
| | - E De Vito
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - A Del Popolo
- INFN, Sezione di Catania, Catania, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
| | - O Deligny
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - N Denner
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - L Deval
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | | | - M Dobre
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - C Dobrigkeit
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - J C D'Olivo
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - L M Domingues Mendes
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - Q Dorosti
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - J C Dos Anjos
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
| | - R C Dos Anjos
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
| | - J Ebr
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Ellwanger
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Emam
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - R Engel
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - I Epicoco
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Etchegoyen
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - C Evoli
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - H Falcke
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
| | - J Farmer
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - G Farrar
- New York University, New York, New York, USA
| | - A C Fauth
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - N Fazzini
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - F Feldbusch
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Fenu
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Fernandes
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - B Fick
- Michigan Technological University, Houghton, Michigan, USA
| | - J M Figueira
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Filipčič
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
| | - T Fitoussi
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - B Flaggs
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
| | - T Fodran
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - T Fujii
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - A Fuster
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - C Galea
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - C Galelli
- INFN, Sezione di Milano, Milano, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
| | - B García
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
| | - C Gaudu
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - H Gemmeke
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Gesualdi
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Gherghel-Lascu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - P L Ghia
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | | | - J Glombitza
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Gobbi
- Observatorio Pierre Auger, Malargüe, Argentina
| | - F Gollan
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - G Golup
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - M Gómez Berisso
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - P F Gómez Vitale
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - J P Gongora
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - J M González
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - N González
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - I Goos
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - D Góra
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - A Gorgi
- INFN, Sezione di Torino, Torino, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
| | - M Gottowik
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - T D Grubb
- University of Adelaide, Adelaide, South Australia, Australia
| | - F Guarino
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
| | - G P Guedes
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
| | - E Guido
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - L Gülzow
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - S Hahn
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - P Hamal
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - M R Hampel
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - P Hansen
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - D Harari
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - V M Harvey
- University of Adelaide, Adelaide, South Australia, Australia
| | - A Haungs
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Hojvat
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - J R Hörandel
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - P Horvath
- Palacky University, Olomouc, Czech Republic
| | | | - T Huege
- Vrije Universiteit Brussels, Brussels, Belgium
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Insolia
- INFN, Sezione di Catania, Catania, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
| | - P G Isar
- Institute of Space Science, Bucharest-Magurele, Romania
| | - P Janecek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - V Jilek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J A Johnsen
- Colorado School of Mines, Golden, Colorado, USA
| | - J Jurysek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - K-H Kampert
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - B Keilhauer
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Khakurdikar
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - V V Kizakke Covilakam
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - H O Klages
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Kleifges
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Knapp
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - J Köhler
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - N Kunka
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - B L Lago
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
| | - N Langner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - Y Lema-Capeans
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - A Letessier-Selvon
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
| | - I Lhenry-Yvon
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - L Lopes
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - L Lu
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - Q Luce
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - J P Lundquist
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - A Machado Payeras
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - M Majercakova
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - D Mandat
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - B C Manning
- University of Adelaide, Adelaide, South Australia, Australia
| | - P Mantsch
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - S Marafico
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - F M Mariani
- INFN, Sezione di Milano, Milano, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
| | - A G Mariazzi
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - I C Mariş
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - G Marsella
- INFN, Sezione di Catania, Catania, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
| | - D Martello
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - S Martinelli
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | | | - M A Martins
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - H-J Mathes
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - J Matthews
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - G Matthiae
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
| | - E Mayotte
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Colorado School of Mines, Golden, Colorado, USA
| | - S Mayotte
- Colorado School of Mines, Golden, Colorado, USA
| | - P O Mazur
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - G Medina-Tanco
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - J Meinert
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - D Melo
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Menshikov
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - C Merx
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - S Michal
- Palacky University, Olomouc, Czech Republic
| | - M I Micheletti
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
| | - L Miramonti
- INFN, Sezione di Milano, Milano, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
| | - S Mollerach
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - F Montanet
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - L Morejon
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - C Morello
- INFN, Sezione di Torino, Torino, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
| | - K Mulrey
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - R Mussa
- INFN, Sezione di Torino, Torino, Italy
| | - W M Namasaka
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - S Negi
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - L Nellen
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - K Nguyen
- Michigan Technological University, Houghton, Michigan, USA
| | - G Nicora
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
| | - M Niechciol
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - D Nitz
- Michigan Technological University, Houghton, Michigan, USA
| | - D Nosek
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
| | - V Novotny
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
| | - L Nožka
- Palacky University, Olomouc, Czech Republic
| | - A Nucita
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - L A Núñez
- Universidad Industrial de Santander, Bucaramanga, Colombia
| | - C Oliveira
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
| | - M Palatka
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Pallotta
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
| | - S Panja
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - G Parente
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - T Paulsen
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - J Pawlowsky
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - M Pech
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Pękala
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - R Pelayo
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
| | - L A S Pereira
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
| | - E E Pereira Martins
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - J Perez Armand
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
| | - C Pérez Bertolli
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - L Perrone
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - S Petrera
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - C Petrucci
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - T Pierog
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Pimenta
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Platino
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - B Pont
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - M Pothast
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - M Pourmohammad Shahvar
- INFN, Sezione di Catania, Catania, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
| | - P Privitera
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - M Prouza
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Puyleart
- Michigan Technological University, Houghton, Michigan, USA
| | - S Querchfeld
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - J Rautenberg
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - D Ravignani
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | | | - M Reininghaus
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - J Ridky
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Riehn
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - M Risse
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - V Rizi
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | | | - E Rodriguez
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - J Rodriguez Rojo
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - M J Roncoroni
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - S Rossoni
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - M Roth
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - E Roulet
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - A C Rovero
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
| | - P Ruehl
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - A Saftoiu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - M Saharan
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - F Salamida
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - H Salazar
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - G Salina
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
| | | | - F Sánchez
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - E M Santos
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
| | - E Santos
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Sarazin
- Colorado School of Mines, Golden, Colorado, USA
| | - R Sarmento
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - R Sato
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - P Savina
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - C M Schäfer
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - V Scherini
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - H Schieler
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Schimassek
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - M Schimp
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - D Schmidt
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - O Scholten
- Vrije Universiteit Brussels, Brussels, Belgium
| | - H Schoorlemmer
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - P Schovánek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F G Schröder
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
| | - J Schulte
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Schulz
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - S J Sciutto
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - M Scornavacche
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Segreto
- INFN, Sezione di Catania, Catania, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
| | - S Sehgal
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - S U Shivashankara
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - G Sigl
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - G Silli
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - O Sima
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - K Simkova
- Vrije Universiteit Brussels, Brussels, Belgium
| | - F Simon
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - R Smau
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - R Šmída
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - P Sommers
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - J F Soriano
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
| | - R Squartini
- Observatorio Pierre Auger, Malargüe, Argentina
| | - M Stadelmaier
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- INFN, Sezione di Milano, Milano, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
| | - S Stanič
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - J Stasielak
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - P Stassi
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - S Strähnz
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - M Straub
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Suomijärvi
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - A D Supanitsky
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - Z Svozilikova
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - Z Szadkowski
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
| | - F Tairli
- University of Adelaide, Adelaide, South Australia, Australia
| | - A Tapia
- Universidad de Medellín, Medellín, Colombia
| | - C Taricco
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - C Timmermans
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - O Tkachenko
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - P Tobiska
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C J Todero Peixoto
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
| | - B Tomé
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - Z Torrès
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - A Travaini
- Observatorio Pierre Auger, Malargüe, Argentina
| | - P Travnicek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C Trimarelli
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - M Tueros
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - M Unger
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - L Vaclavek
- Palacky University, Olomouc, Czech Republic
| | - M Vacula
- Palacky University, Olomouc, Czech Republic
| | - J F Valdés Galicia
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - L Valore
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
| | - E Varela
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | | | - D Veberič
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - C Ventura
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - V Verzi
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
| | - J Vicha
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Vink
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
| | - S Vorobiov
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - C Watanabe
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
| | - A A Watson
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Laboratorio Atmósfera-Departamento de Investigaciones en Láseres y sus Aplicaciones-UNIDEF (CITEDEF-CONICET), Argentina
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
- University of Adelaide, Adelaide, South Australia, Australia
- Université Libre de Bruxelles (ULB), Brussels, Belgium
- Vrije Universiteit Brussels, Brussels, Belgium
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Rio de Janeiro, Brazil
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, São Paulo, Brazil
- Universidade de São Paulo, Instituto de Física, São Paulo, São Paulo, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
- Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil
- Universidade Federal do ABC, Santo André, São Paulo, Brazil
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
- Universidad de Medellín, Medellín, Colombia
- Universidad Industrial de Santander, Bucaramanga, Colombia
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
- Palacky University, Olomouc, Czech Republic
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- INFN, Sezione di Catania, Catania, Italy
- INFN, Sezione di Lecce, Lecce, Italy
- INFN, Sezione di Milano, Milano, Italy
- INFN, Sezione di Napoli, Napoli, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Torino, Torino, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
- Benemérita Universidad Autónoma de Puebla, Puebla, México
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
- Universidad Autónoma de Chiapas, Tuxtla Gutiérrez, Chiapas, México
- Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
- Institute of Nuclear Physics PAN, Krakow, Poland
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Institute of Space Science, Bucharest-Magurele, Romania
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Universidad de Granada and C.A.F.P.E., Granada, Spain
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
- Case Western Reserve University, Cleveland, Ohio, USA
- Colorado School of Mines, Golden, Colorado, USA
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
- Michigan Technological University, Houghton, Michigan, USA
- New York University, New York, New York, USA
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - A Weindl
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - L Wiencke
- Colorado School of Mines, Golden, Colorado, USA
| | - H Wilczyński
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - D Wittkowski
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - B Wundheiler
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - B Yue
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - A Yushkov
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - O Zapparrata
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - E Zas
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - D Zavrtanik
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
| | - M Zavrtanik
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
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Xiao M, Li A, Wang Y, Yu C, Pang Y, Pei P, Yang L, Chen Y, Du H, Schmidt D, Avery D, Sun Q, Chen J, Chen Z, Li L, Lv J, Sun D. A wide landscape of morbidity and mortality risk associated with marital status in 0.5 million Chinese men and women: a prospective cohort study. Lancet Reg Health West Pac 2024; 42:100948. [PMID: 38357394 PMCID: PMC10865043 DOI: 10.1016/j.lanwpc.2023.100948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 09/26/2023] [Accepted: 10/16/2023] [Indexed: 02/16/2024]
Abstract
Background A comprehensive depiction of long-term health impacts of marital status is lacking. Methods Sex-stratified phenome-wide association analyses (PheWAS) of marital status (living with vs. without a spouse) were performed using baseline (2004-2008) and follow-up information (ICD10-coded events till Dec 31, 2017) from the China Kadoorie Biobank (CKB). We estimated adjusted hazard ratios (aHRs) to evaluate the associations of marital status with morbidity risks of phenome-wide significant diseases or sex-specific top-10 death causes in China documented in 2017. Additionally, the association between marital status and mortality risks among participants with major chronic diseases at baseline was assessed. Findings During up to 11.1 years of the median follow-up period, 1,946,380 incident health events were recorded among 210,202 men and 302,521 women aged 30-79. Marital status was found to have phenome-wide significant associations with thirteen diseases among men (p < 9.92 × 10-5) and nine diseases among women (p < 9.33 × 10-5), respectively. After adjusting for all disease-specific covariates in the final model, participants living without a spouse showed increased risks of schizophrenia, schizotypal and delusional disorders (aHR [95% CI]: 2.55, [1.83-3.56] for men; 1.49, [1.13-1.97] for women) compared with their counterparts. Additional higher risks in overall mental and behavioural disorder (1.31, 1.13-1.53), cardiovascular disease (1.07, 1.04-1.10) and cancer (1.06, 1.00-1.12) were only observed among men without a spouse, whereas women living without a spouse were at lower risks of developing genitourinary diseases (0.89, 0.85-0.93) and injury & poisoning (0.93, 0.88-0.97). Among 282,810 participants with major chronic diseases at baseline, 39,166 deaths were recorded. Increased mortality risks for those without a spouse were observed in 12 of 21 diseases among male patients and one of 23 among female patients. For patients with any self-reported disease at baseline, compared with those living with a spouse, the aHRs (95% CIs) of mortality risk were 1.29 (1.24-1.34) and 1.04 (1.00-1.07) among men and women without a spouse (pinteraction<0.0001), respectively. Interpretation Long-term associations of marital status with morbidity and mortality risks are diverse among middle-aged Chinese adults, and the adverse impacts due to living without a spouse are more profound among men. Marital status may be an influential factor for health needs. Funding The National Natural Science Foundation of China, the Kadoorie Charitable Foundation, the National Key R&D Program of China, the Chinese Ministry of Science and Technology, and the UK Wellcome Trust.
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Affiliation(s)
- Meng Xiao
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Aolin Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Yueqing Wang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Canqing Yu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
| | - Yuanjie Pang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Dan Schmidt
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Daniel Avery
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Qiang Sun
- NCDs Prevention and Control Department, Pengzhou CDC, Pengzhou, Sichuan, 611930, China
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, 100022, China
| | - Zhengming Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Liming Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
| | - Jun Lv
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
| | - Dianjianyi Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
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11
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Millwood IY, Im PK, Bennett D, Hariri P, Yang L, Du H, Kartsonaki C, Lin K, Yu C, Chen Y, Sun D, Zhang N, Avery D, Schmidt D, Pei P, Chen J, Clarke R, Lv J, Peto R, Walters RG, Li L, Chen Z. Alcohol intake and cause-specific mortality: conventional and genetic evidence in a prospective cohort study of 512 000 adults in China. Lancet Public Health 2023; 8:e956-e967. [PMID: 38000378 PMCID: PMC7615754 DOI: 10.1016/s2468-2667(23)00217-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 09/10/2023] [Accepted: 09/12/2023] [Indexed: 11/26/2023]
Abstract
BACKGROUND Genetic variants that affect alcohol use in East Asian populations could help assess the causal effects of alcohol consumption on cause-specific mortality. We aimed to investigate the associations between alcohol intake and cause-specific mortality using conventional and genetic epidemiological methods among more than 512 000 adults in China. METHODS The prospective China Kadoorie Biobank cohort study enrolled 512 724 adults (210 205 men and 302 519 women) aged 30-79 years, during 2004-08. Residents with no major disabilities from ten diverse urban and rural areas of China were invited to participate, and alcohol use was self-reported. During 12 years of follow-up, 56 550 deaths were recorded through linkage to death registries, including 23 457 deaths among 168 050 participants genotyped for ALDH2-rs671 and ADH1B-rs1229984. Adjusted hazard ratios (HRs) for cause-specific mortality by self-reported and genotype-predicted alcohol intake were estimated using Cox regression. FINDINGS 33% of men drank alcohol most weeks. In conventional observational analyses, ex-drinkers, non-drinkers, and heavy drinkers had higher risks of death from most major causes than moderate drinkers. Among current drinkers, each 100 g/week higher alcohol intake was associated with higher mortality risks from cancers (HR 1·18 [95% CI 1·14-1·22]), cardiovascular disease (CVD; HR 1·19 [1·15-1·24]), liver diseases (HR 1·51 [1·27-1·78]), non-medical causes (HR 1·15 [1·08-1·23]), and all causes (HR 1·18 [1·15-1·20]). In men, ALDH2-rs671 and ADH1B-rs1229984 genotypes predicted 60-fold differences in mean alcohol intake (4 g/week in the lowest group vs 255 g/week in the highest). Genotype-predicted alcohol intake was uniformly and positively associated with risks of death from all causes (n=12 939; HR 1·07 [95% CI 1·05-1·10]) and from pre-defined alcohol-related cancers (n=1274; 1·12 [1·04-1·21]), liver diseases (n=110; 1·31 [1·02-1·69]), and CVD (n=6109; 1·15 [1·10-1·19]), chiefly due to stroke (n=3285; 1·18 [1·12-1·24]) rather than ischaemic heart disease (n=2363; 1·06 [0·99-1·14]). Results were largely consistent using a polygenic score to predict alcohol intake, with higher intakes associated with higher risks of death from alcohol-related cancers, CVD, and all causes. Approximately 2% of women were current drinkers, and although power was low to assess observational associations of alcohol with mortality, the genetic evidence suggested that the excess risks in men were due to alcohol, not pleiotropy. INTERPRETATION Higher alcohol intake increased the risks of death overall and from major diseases for men in China. There was no genetic evidence of protection from moderate drinking for all-cause and cause-specific mortality, including CVD. FUNDING Kadoorie Charitable Foundation, National Natural Science Foundation of China, British Heart Foundation, Cancer Research UK, GlaxoSmithKline, Wellcome Trust, Medical Research Council, and Chinese Ministry of Science and Technology.
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Affiliation(s)
- Iona Y Millwood
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
| | - Pek Kei Im
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Derrick Bennett
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Parisa Hariri
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
| | - Ling Yang
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Huaidong Du
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Christiana Kartsonaki
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Kuang Lin
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Yiping Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Ningmei Zhang
- NCD Prevention and Control Department, Sichuan Center for Disease Control and Prevention, Chengdu, Sichuan, China
| | - Daniel Avery
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Dan Schmidt
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Robert Clarke
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Richard Peto
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Robin G Walters
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Zhengming Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
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12
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Wang X, Wu Z, Lv J, Yu C, Sun D, Pei P, Yang L, Millwood IY, Walters R, Chen Y, Du H, Yuan M, Schmidt D, Barnard M, Chen J, Chen Z, Li L, Pang Y. Life-course adiposity and severe liver disease: a Mendelian randomization analysis. Obesity (Silver Spring) 2023; 31:3077-3085. [PMID: 37869961 DOI: 10.1002/oby.23913] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 07/21/2023] [Accepted: 08/04/2023] [Indexed: 10/24/2023]
Abstract
OBJECTIVE There is little evidence on the genetic associations between life-course adiposity (including birth weight, childhood BMI, and adulthood BMI) and severe liver disease (SLD; including cirrhosis and liver cancer). The current study aimed to examine and contrast these associations. METHODS Genetic variants were obtained from genome-wide association studies. Two-sample Mendelian randomization (MR) analyses were performed to assess the genetic associations of life-course adiposity with SLD and liver biomarkers. Cox regression was used to estimate adjusted hazard ratios for SLD associated with genetic risk scores of life-course adiposity and adulthood weight change in the China Kadoorie Biobank. RESULTS In observational analyses, genetic predispositions to childhood adiposity and adulthood adiposity were each associated with SLD. There was a U-shaped association between adulthood weight change and risk of SLD. In meta-analyses of MR results, genetically predicted 1-standard deviation increase in birth weight was inversely associated with SLD at a marginal significance (odds ratio: 0.81 [95% CI: 0.65-1.00]), whereas genetically predicted 1-standard deviation higher childhood BMI and adulthood BMI were positively associated with SLD (odds ratio: 1.27 [95% CI: 1.05-1.55] and 1.79 [95% CI: 1.59-2.01], respectively). The results of liver biomarkers mirrored those of SLD. CONCLUSIONS The current study provided genetic evidence on the associations between life-course adiposity and SLD.
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Affiliation(s)
- Xinyu Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Zhiyu Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases, Peking University, Ministry of Education, Beijing, China
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases, Peking University, Ministry of Education, Beijing, China
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases, Peking University, Ministry of Education, Beijing, China
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Iona Y Millwood
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Robin Walters
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Mingqiang Yuan
- Pengzhou Center for Disease Control and Prevention, Pengzhou, China
| | - Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Maxim Barnard
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases, Peking University, Ministry of Education, Beijing, China
| | - Yuanjie Pang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases, Peking University, Ministry of Education, Beijing, China
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13
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Yang S, Sun D, Sun Z, Yu C, Guo Y, Si J, Sun D, Pang Y, Pei P, Yang L, Millwood IY, Walters RG, Chen Y, Du H, Pang Z, Schmidt D, Stevens R, Clarke R, Chen J, Chen Z, Lv J, Li L. Minimal improvement in coronary artery disease risk prediction in Chinese population using polygenic risk scores: evidence from the China Kadoorie Biobank. Chin Med J (Engl) 2023; 136:2476-2483. [PMID: 37200020 PMCID: PMC10586831 DOI: 10.1097/cm9.0000000000002694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND Several studies have reported that polygenic risk scores (PRSs) can enhance risk prediction of coronary artery disease (CAD) in European populations. However, research on this topic is far from sufficient in non-European countries, including China. We aimed to evaluate the potential of PRS for predicting CAD for primary prevention in the Chinese population. METHODS Participants with genome-wide genotypic data from the China Kadoorie Biobank were divided into training ( n = 28,490) and testing sets ( n = 72,150). Ten previously developed PRSs were evaluated, and new ones were developed using clumping and thresholding or LDpred method. The PRS showing the strongest association with CAD in the training set was selected to further evaluate its effects on improving the traditional CAD risk-prediction model in the testing set. Genetic risk was computed by summing the product of the weights and allele dosages across genome-wide single-nucleotide polymorphisms. Prediction of the 10-year first CAD events was assessed using hazard ratios (HRs) and measures of model discrimination, calibration, and net reclassification improvement (NRI). Hard CAD (nonfatal I21-I23 and fatal I20-I25) and soft CAD (all fatal or nonfatal I20-I25) were analyzed separately. RESULTS In the testing set, 1214 hard and 7201 soft CAD cases were documented during a mean follow-up of 11.2 years. The HR per standard deviation of the optimal PRS was 1.26 (95% CI:1.19-1.33) for hard CAD. Based on a traditional CAD risk prediction model containing only non-laboratory-based information, the addition of PRS for hard CAD increased Harrell's C index by 0.001 (-0.001 to 0.003) in women and 0.003 (0.001 to 0.005) in men. Among the different high-risk thresholds ranging from 1% to 10%, the highest categorical NRI was 3.2% (95% CI: 0.4-6.0%) at a high-risk threshold of 10.0% in women. The association of the PRS with soft CAD was much weaker than with hard CAD, leading to minimal or no improvement in the soft CAD model. CONCLUSIONS In this Chinese population sample, the current PRSs minimally changed risk discrimination and offered little improvement in risk stratification for soft CAD. Therefore, this may not be suitable for promoting genetic screening in the general Chinese population to improve CAD risk prediction.
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Affiliation(s)
- Songchun Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Department of Dermatology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Dong Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Zhijia Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
| | - Yu Guo
- Fuwai Hospital Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Jiahui Si
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
| | - Yuanjie Pang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford OX3 7LF, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Iona Y. Millwood
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford OX3 7LF, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Robin G. Walters
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford OX3 7LF, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford OX3 7LF, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford OX3 7LF, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Zengchang Pang
- Qingdao Center of Disease Control and Prevention, Qingdao, Shandong 266033, China
| | - Dan Schmidt
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Rebecca Stevens
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Robert Clarke
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing 100738, China
| | - Zhengming Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing 100191, China
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14
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Yao P, Iona A, Kartsonaki C, Said S, Wright N, Lin K, Pozarickij A, Millwood I, Fry H, Mazidi M, Chen Y, Du H, Bennett D, Avery D, Schmidt D, Pei P, Lv J, Yu C, Hill M, Chen J, Peto R, Walters R, Collins R, Li L, Clarke R, Chen Z. Conventional and genetic associations of adiposity with 1463 proteins in relatively lean Chinese adults. Eur J Epidemiol 2023; 38:1089-1103. [PMID: 37676424 PMCID: PMC10570181 DOI: 10.1007/s10654-023-01038-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 07/28/2023] [Indexed: 09/08/2023]
Abstract
Adiposity is associated with multiple diseases and traits, but little is known about the causal relevance and mechanisms underlying these associations. Large-scale proteomic profiling, especially when integrated with genetic data, can clarify mechanisms linking adiposity with disease outcomes. We examined the associations of adiposity with plasma levels of 1463 proteins in 3977 Chinese adults, using measured and genetically-instrumented BMI. We further used two-sample bi-directional MR analyses to assess if certain proteins influenced adiposity, along with other (e.g. enrichment) analyses to clarify possible mechanisms underlying the observed associations. Overall, the mean (SD) baseline BMI was 23.9 (3.3) kg/m2, with only 6% being obese (i.e. BMI ≥ 30 kg/m2). Measured and genetically-instrumented BMI was significantly associated at FDR < 0.05 with levels of 1096 (positive/inverse: 826/270) and 307 (positive/inverse: 270/37) proteins, respectively, with FABP4, LEP, IL1RN, LSP1, GOLM2, TNFRSF6B, and ADAMTS15 showing the strongest positive and PON3, NCAN, LEPR, IGFBP2 and MOG showing the strongest inverse genetic associations. These associations were largely linear, in adiposity-to-protein direction, and replicated (> 90%) in Europeans of UKB (mean BMI 27.4 kg/m2). Enrichment analyses of the top > 50 BMI-associated proteins demonstrated their involvement in atherosclerosis, lipid metabolism, tumour progression and inflammation. Two-sample bi-directional MR analyses using cis-pQTLs identified in CKB GWAS found eight proteins (ITIH3, LRP11, SCAMP3, NUDT5, OGN, EFEMP1, TXNDC15, PRDX6) significantly affect levels of BMI, with NUDT5 also showing bi-directional association. The findings among relatively lean Chinese adults identified novel pathways by which adiposity may increase disease risks and novel potential targets for treatment of obesity and obesity-related diseases.
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Affiliation(s)
- Pang Yao
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Andri Iona
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Christiana Kartsonaki
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Saredo Said
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Neil Wright
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Kuang Lin
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Alfred Pozarickij
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Iona Millwood
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Hannah Fry
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Mohsen Mazidi
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Yiping Chen
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Huaidong Du
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Derrick Bennett
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Daniel Avery
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Dan Schmidt
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
| | - Jun Lv
- Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Canqing Yu
- Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Michael Hill
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Richard Peto
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Robin Walters
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Rory Collins
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK
| | - Liming Li
- Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Robert Clarke
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK.
| | - Zhengming Chen
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7LF, UK.
- Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
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15
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Sun D, Liu C, Zhu Y, Yu C, Guo Y, Sun D, Pang Y, Pei P, Du H, Yang L, Chen Y, Meng X, Liu Y, Zhang J, Schmidt D, Avery D, Chen J, Chen Z, Lv J, Kan H, Li L. Long-Term Exposure to Fine Particulate Matter and Incidence of Esophageal Cancer: A Prospective Study of 0.5 Million Chinese Adults. Gastroenterology 2023; 165:61-70.e5. [PMID: 37059339 PMCID: PMC7615725 DOI: 10.1053/j.gastro.2023.03.233] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 02/22/2023] [Accepted: 03/02/2023] [Indexed: 04/16/2023]
Abstract
BACKGROUND & AIMS Evidence is sparse and inconclusive on the association between long-term fine (≤2.5 μm) particulate matter (PM2.5) exposure and esophageal cancer. We aimed to assess the association of PM2.5 with esophageal cancer risk and compared the esophageal cancer risk attributable to PM2.5 exposure and other established risk factors. METHODS This study included 510,125 participants without esophageal cancer at baseline from China Kadoorie Biobank. A high-resolution (1 × 1 km) satellite-based model was used to estimate PM2.5 exposure during the study period. Hazard ratios (HR) and 95% CIs of PM2.5 with esophageal cancer incidence were estimated using Cox proportional hazard model. Population attributable fractions for PM2.5 and other established risk factors were estimated. RESULTS There was a linear concentration-response relationship between long-term PM2.5 exposure and esophageal cancer. For each 10-μg/m3 increase in PM2.5, the HR was 1.16 (95% CI, 1.04-1.30) for esophageal cancer incidence. Compared with the first quarter of PM2.5 exposure, participants in the highest quarter had a 1.32-fold higher risk for esophageal cancer, with an HR of 1.32 (95% CI, 1.01-1.72). The population attributable risk because of annual average PM2.5 concentration ≥35 μg/m3 was 23.3% (95% CI, 6.6%-40.0%), higher than the risks attributable to lifestyle risk factors. CONCLUSIONS This large prospective cohort study of Chinese adults found that long-term exposure to PM2.5 was associated with an elevated risk of esophageal cancer. With stringent air pollution mitigation measures in China, a large reduction in the esophageal cancer disease burden can be expected.
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Affiliation(s)
- Dong Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Cong Liu
- School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education, National Health Commission Key Laboratory of Health Technology Assessment, Integrated Research on Disaster Risk, International Centers of Excellence on Risk Interconnectivity and Governance on Weather/Climate Extremes Impact and Public Health, Fudan University, Shanghai, China
| | - Yunqing Zhu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Yu Guo
- Fuwai Hospital Chinese Academy of Medical Sciences, Beijing, China
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Yuanjie Pang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Xia Meng
- School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education, National Health Commission Key Laboratory of Health Technology Assessment, Integrated Research on Disaster Risk, International Centers of Excellence on Risk Interconnectivity and Governance on Weather/Climate Extremes Impact and Public Health, Fudan University, Shanghai, China
| | - Yang Liu
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Jun Zhang
- Suzhou Center for Disease Prevention and Control, Suzhou, China
| | - Dan Schmidt
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Daniel Avery
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Zhengming Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China.
| | - Haidong Kan
- School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education, National Health Commission Key Laboratory of Health Technology Assessment, Integrated Research on Disaster Risk, International Centers of Excellence on Risk Interconnectivity and Governance on Weather/Climate Extremes Impact and Public Health, Fudan University, Shanghai, China.
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China.
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16
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Han Y, Hu Y, Yu C, Sun D, Pang Y, Pei P, Yang L, Chen Y, Du H, Liu J, Schmidt D, Avery D, Chen J, Chen Z, Li L, Lv J. Duration-dependent impact of cardiometabolic diseases and multimorbidity on all-cause and cause-specific mortality: a prospective cohort study of 0.5 million participants. Cardiovasc Diabetol 2023; 22:135. [PMID: 37308998 DOI: 10.1186/s12933-023-01858-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 05/12/2023] [Indexed: 06/14/2023] Open
Abstract
BACKGROUND The association of incident cardiometabolic multimorbidity (CMM) with mortality risk is rarely studied, and neither are the durations of cardiometabolic diseases (CMDs). Whether the association patterns of CMD durations with mortality change as individuals progress from one CMD to CMM is unclear. METHODS Data from China Kadoorie Biobank of 512,720 participants aged 30-79 was used. CMM was defined as the simultaneous presence of two or more CMDs of interest, including diabetes, ischemic heart disease, and stroke. Cox regression was used to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs) for the duration-dependent associations of CMDs and CMM with all-cause and cause-specific mortality. All information on exposures of interest was updated during follow-up. RESULTS During a median follow-up of 12.1 years, 99,770 participants experienced at least one incident CMD, and 56,549 deaths were documented. Among 463,178 participants free of three CMDs at baseline, compared with no CMD during follow-up, the adjusted HRs (95% CIs) between CMM and all-cause mortality, mortality from circulatory system diseases, respiratory system diseases, cancer, and other causes were 2.93 (2.80-3.07), 5.05 (4.74-5.37), 2.72 (2.35-3.14), 1.30 (1.16-1.45), and 2.30 (2.02-2.61), respectively. All CMDs exhibited a high mortality risk in the first year of diagnosis. Subsequently, with prolonged disease duration, mortality risk increased for diabetes, decreased for IHD, and sustained at a high level for stroke. With the presence of CMM, the above association estimates inflated, but the pattern of which remained. CONCLUSION Among Chinese adults, mortality risk increased with the number of the CMDs and changed with prolonged disease duration, the patterns of which varied among the three CMDs.
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Affiliation(s)
- Yuting Han
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Yizhen Hu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Canqing Yu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Dianjianyi Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Yuanjie Pang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, UK
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Jingchao Liu
- NCDs Prevention and Control Department, Wuzhong CDC, Suzhou, Jiangsu, China
| | - Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Daniel Avery
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Liming Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China.
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China.
| | - Jun Lv
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China.
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China.
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17
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Yang S, Ding Y, Yu C, Guo Y, Pang Y, Sun D, Pei P, Yang L, Chen Y, Du H, Schmidt D, Stevens R, Bennett D, Clarke R, Chen J, Chen Z, Li L, Lv J. WHO cardiovascular disease risk prediction model performance in 10 regions, China. Bull World Health Organ 2023; 101:238-247. [PMID: 37008262 PMCID: PMC10042093 DOI: 10.2471/blt.22.288645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 11/11/2022] [Accepted: 12/07/2022] [Indexed: 04/04/2023] Open
Abstract
Objective To validate the World Health Organization (WHO) non-laboratory-based cardiovascular disease risk prediction model in regions of China. Methods We performed an external validation of the WHO model for East Asia using the data set of China Kadoorie Biobank, an ongoing cohort study with 512 725 participants recruited from 10 regions of China from 2004-2008. We also recalculated the recalibration parameters for the WHO model in each region and evaluated the predictive performance of the model before and after recalibration. We assessed discrimination performance by Harrell's C index. Findings We included 412 225 participants aged 40-79 years. During a median follow-up of 11 years, 58 035 and 41 262 incident cardiovascular disease cases were recorded in women and men, respectively. Harrell's C of the WHO model was 0.682 in women and 0.700 in men but varied among regions. The WHO model underestimated the 10-year cardiovascular disease risk in most regions. After recalibration in each region, discrimination and calibration were both improved in the overall population. Harrell's C increased from 0.674 to 0.749 in women and from 0.698 to 0.753 in men. The ratios of predicted to observed cases before and after recalibration were 0.189 and 1.027 in women and 0.543 and 1.089 in men. Conclusion The WHO model for East Asia yielded moderate discrimination for cardiovascular disease in the Chinese population and had limited prediction for cardiovascular disease risk in different regions in China. Recalibration for diverse regions greatly improved discrimination and calibration in the overall population.
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Affiliation(s)
- Songchun Yang
- Department of Epidemiology and Biostatistics, Peking University Health Science Center, 38 Xueyuan Road, Beijing100191, China
| | - Yinqi Ding
- Department of Epidemiology and Biostatistics, Peking University Health Science Center, 38 Xueyuan Road, Beijing100191, China
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, Peking University Health Science Center, 38 Xueyuan Road, Beijing100191, China
| | - Yu Guo
- Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Yuanjie Pang
- Department of Epidemiology and Biostatistics, Peking University Health Science Center, 38 Xueyuan Road, Beijing100191, China
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, Peking University Health Science Center, 38 Xueyuan Road, Beijing100191, China
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Ling Yang
- Medical Research Council Population Health Research Unit, University of Oxford, Oxford, England
| | - Yiping Chen
- Medical Research Council Population Health Research Unit, University of Oxford, Oxford, England
| | - Huaidong Du
- Medical Research Council Population Health Research Unit, University of Oxford, Oxford, England
| | - Dan Schmidt
- Nuffield Department of Population Health, University of Oxford, Oxford, England
| | - Rebecca Stevens
- Nuffield Department of Population Health, University of Oxford, Oxford, England
| | - Derrick Bennett
- Medical Research Council Population Health Research Unit, University of Oxford, Oxford, England
| | - Robert Clarke
- Nuffield Department of Population Health, University of Oxford, Oxford, England
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Zhengming Chen
- Nuffield Department of Population Health, University of Oxford, Oxford, England
| | - Liming Li
- Department of Epidemiology and Biostatistics, Peking University Health Science Center, 38 Xueyuan Road, Beijing100191, China
| | - Jun Lv
- Department of Epidemiology and Biostatistics, Peking University Health Science Center, 38 Xueyuan Road, Beijing100191, China
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Sun Q, Sun D, Yu C, Guo Y, Sun D, Pei P, Yang L, Chen Y, Du H, Schmidt D, Stevens R, Kang K, Chen J, Chen Z, Li L, Lv J. Impacts of solid fuel use versus smoking on life expectancy at age 30 years in the rural and urban Chinese population: a prospective cohort study. Lancet Reg Health West Pac 2023; 32:100705. [PMID: 36824348 PMCID: PMC9942113 DOI: 10.1016/j.lanwpc.2023.100705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 12/21/2022] [Accepted: 01/19/2023] [Indexed: 02/15/2023]
Abstract
Background The impact of solid fuel use on life expectancy (LE) in less-developed countries remains unclear. We aimed to evaluate the potential impact of household solid fuel use on LE in the rural and urban Chinese population, with the effect of smoking as a reference. Methods We used data from China Kadoorie Biobank (CKB) of 484,915 participants aged 30-79 free of coronary heart disease, stroke, or cancer at baseline. Analyses were performed separately for solid fuel use for cooking, solid fuel use for heating, and smoking, with participants exposed to the other two sources excluded. Solid fuels refer to coal and wood, and clean fuels refer to electricity, gas, and central heating. We used a flexible parametric Royston-Parmar model to estimate hazard ratios of all-cause mortality and predict LE at age 30. Findings Totally, 185,077, 95,228, and 230,995 participants were included in cooking-, heating-, and smoking-related analyses, respectively. During a median follow-up of approximately 12.1 years, 12,725, 7,531, and 18,878 deaths were recorded in the respective analysis. Compared with clean fuel users who reported cooking with ventilation, participants who used solid fuels with ventilation and without ventilation had a difference in LE (95% confidence interval [CI]) at age 30 of -1.72 (-2.88, -0.57) and -2.62 (-4.16, -1.05) years for men and -1.33 (-1.85, -0.81) and -1.35 (-2.02, -0.67) years for women, respectively. The difference in LE (95% CI) for heating was -2.23 (-3.51, -0.95) years for men and -1.28 (-2.08, -0.48) years for women. In rural men, the LE reduction (95% CI) related to solid fuel use for cooking (-2.55; -4.51, -0.58) or heating (-3.26; -6.09, 0.44) was more than that related to smoking (-1.71; -2.54, -0.89). Conversely, in urban men, the LE reduction (95% CI) related to smoking (-3.06; -3.56, -2.56) was more than that related to solid fuel use for cooking (-1.28; -2.61, 0.05) and heating (-1.90; -3.16, -0.65). Similar results were observed in women but with a smaller magnitude. Interpretation In this Chinese population, the harm to LE from household use of solid fuels was greater than that from smoking in rural residents. Conversely, the negative impact of smoking was greater than solid fuel use in urban residents. Our findings highlight the complexity and diversity of the factors affecting LE in less-developed populations. Funding National Natural Science Foundation of China, National Key R&D Program of China, Kadoorie Charitable Foundation, UK Wellcome Trust.
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Affiliation(s)
- Qiufen Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Dong Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Canqing Yu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
| | - Yu Guo
- Fuwai Hospital Chinese Academy of Medical Sciences, Beijing, China
| | - Dianjianyi Sun
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
| | - Pei Pei
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
| | - Ling Yang
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Yiping Chen
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Huaidong Du
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Rebecca Stevens
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Kai Kang
- NCDs Prevention and Control Department, Henan CDC, Zhengzhou, Henan, China
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Liming Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
| | - Jun Lv
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
| | - China Kadoorie Biobank Collaborative Grouph
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, 100191, China
- Fuwai Hospital Chinese Academy of Medical Sciences, Beijing, China
- Medical Research Council Population Health Research Unit at the University of Oxford, Oxford, United Kingdom
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
- NCDs Prevention and Control Department, Henan CDC, Zhengzhou, Henan, China
- China National Center for Food Safety Risk Assessment, Beijing, China
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Abreu P, Aglietta M, Albury JM, Allekotte I, Almeida Cheminant K, Almela A, Aloisio R, Alvarez-Muñiz J, Alves Batista R, Ammerman Yebra J, Anastasi GA, Anchordoqui L, Andrada B, Andringa S, Aramo C, Araújo Ferreira PR, Arnone E, Arteaga Velázquez JC, Asorey H, Assis P, Avila G, Avocone E, Badescu AM, Bakalova A, Balaceanu A, Barbato F, Bellido JA, Berat C, Bertaina ME, Bhatta G, Biermann PL, Binet V, Bismark K, Bister T, Biteau J, Blazek J, Bleve C, Blümer J, Boháčová M, Boncioli D, Bonifazi C, Bonneau Arbeletche L, Borodai N, Botti AM, Brack J, Bretz T, Brichetto Orchera PG, Briechle FL, Buchholz P, Bueno A, Buitink S, Buscemi M, Büsken M, Caballero-Mora KS, Caccianiga L, Canfora F, Caracas I, Caruso R, Castellina A, Catalani F, Cataldi G, Cazon L, Cerda M, Chinellato JA, Chudoba J, Chytka L, Clay RW, Cobos Cerutti AC, Colalillo R, Coleman A, Coluccia MR, Conceição R, Condorelli A, Consolati G, Contreras F, Convenga F, Correia Dos Santos D, Covault CE, Dasso S, Daumiller K, Dawson BR, Day JA, de Almeida RM, de Jesús J, de Jong SJ, de Mello Neto JRT, De Mitri I, de Oliveira J, de Oliveira Franco D, de Palma F, de Souza V, De Vito E, Del Popolo A, Del Río M, Deligny O, Deval L, di Matteo A, Dobre M, Dobrigkeit C, D'Olivo JC, Domingues Mendes LM, Dos Anjos RC, Dova MT, Ebr J, Engel R, Epicoco I, Erdmann M, Escobar CO, Etchegoyen A, Falcke H, Farmer J, Farrar G, Fauth AC, Fazzini N, Feldbusch F, Fenu F, Fick B, Figueira JM, Filipčič A, Fitoussi T, Fodran T, Fujii T, Fuster A, Galea C, Galelli C, García B, Garcia Vegas AL, Gemmeke H, Gesualdi F, Gherghel-Lascu A, Ghia PL, Giaccari U, Giammarchi M, Glombitza J, Gobbi F, Gollan F, Golup G, Gómez Berisso M, Gómez Vitale PF, Gongora JP, González JM, González N, Goos I, Góra D, Gorgi A, Gottowik M, Grubb TD, Guarino F, Guedes GP, Guido E, Hahn S, Hamal P, Hampel MR, Hansen P, Harari D, Harvey VM, Haungs A, Hebbeker T, Heck D, Hill GC, Hojvat C, Hörandel JR, Horvath P, Hrabovský M, Huege T, Insolia A, Isar PG, Janecek P, Johnsen JA, Jurysek J, Kääpä A, Kampert KH, Keilhauer B, Khakurdikar A, Kizakke Covilakam VV, Klages HO, Kleifges M, Kleinfeller J, Knapp F, Kunka N, Lago BL, Langner N, Leigui de Oliveira MA, Lenok V, Letessier-Selvon A, Lhenry-Yvon I, Lo Presti D, Lopes L, López R, Lu L, Luce Q, Lundquist JP, Machado Payeras A, Mancarella G, Mandat D, Manning BC, Manshanden J, Mantsch P, Marafico S, Mariani FM, Mariazzi AG, Mariş IC, Marsella G, Martello D, Martinelli S, Martínez Bravo O, Mastrodicasa M, Mathes HJ, Matthews J, Matthiae G, Mayotte E, Mayotte S, Mazur PO, Medina-Tanco G, Melo D, Menshikov A, Michal S, Micheletti MI, Miramonti L, Mollerach S, Montanet F, Morejon L, Morello C, Mostafá M, Müller AL, Muller MA, Mulrey K, Mussa R, Muzio M, Namasaka WM, Nasr-Esfahani A, Nellen L, Nicora G, Niculescu-Oglinzanu M, Niechciol M, Nitz D, Norwood I, Nosek D, Novotny V, Nožka L, Nucita A, Núñez LA, Oliveira C, Palatka M, Pallotta J, Papenbreer P, Parente G, Parra A, Pawlowsky J, Pech M, Pękala J, Pelayo R, Peña-Rodriguez J, Pereira Martins EE, Perez Armand J, Pérez Bertolli C, Perrone L, Petrera S, Petrucci C, Pierog T, Pimenta M, Pirronello V, Platino M, Pont B, Pothast M, Privitera P, Prouza M, Puyleart A, Querchfeld S, Rautenberg J, Ravignani D, Reininghaus M, Ridky J, Riehn F, Risse M, Rizi V, Rodrigues de Carvalho W, Rodriguez Rojo J, Roncoroni MJ, Rossoni S, Roth M, Roulet E, Rovero AC, Ruehl P, Saftoiu A, Saharan M, Salamida F, Salazar H, Salina G, Sanabria Gomez JD, Sánchez F, Santos EM, Santos E, Sarazin F, Sarmento R, Sarmiento-Cano C, Sato R, Savina P, Schäfer CM, Scherini V, Schieler H, Schimassek M, Schimp M, Schlüter F, Schmidt D, Scholten O, Schoorlemmer H, Schovánek P, Schröder FG, Schulte J, Schulz T, Sciutto SJ, Scornavacche M, Segreto A, Sehgal S, Shellard RC, Sigl G, Silli G, Sima O, Smau R, Šmída R, Sommers P, Soriano JF, Squartini R, Stadelmaier M, Stanca D, Stanič S, Stasielak J, Stassi P, Streich A, Suárez-Durán M, Sudholz T, Suomijärvi T, Supanitsky AD, Szadkowski Z, Tapia A, Taricco C, Timmermans C, Tkachenko O, Tobiska P, Todero Peixoto CJ, Tomé B, Torrès Z, Travaini A, Travnicek P, Trimarelli C, Tueros M, Ulrich R, Unger M, Vaclavek L, Vacula M, Valdés Galicia JF, Valore L, Varela E, Vásquez-Ramírez A, Veberič D, Ventura C, Vergara Quispe ID, Verzi V, Vicha J, Vink J, Vorobiov S, Wahlberg H, Watanabe C, Watson AA, Weindl A, Wiencke L, Wilczyński H, Wittkowski D, Wundheiler B, Yushkov A, Zapparrata O, Zas E, Zavrtanik D, Zavrtanik M, Zehrer L. Limits to Gauge Coupling in the Dark Sector Set by the Nonobservation of Instanton-Induced Decay of Super-Heavy Dark Matter in the Pierre Auger Observatory Data. Phys Rev Lett 2023; 130:061001. [PMID: 36827568 DOI: 10.1103/physrevlett.130.061001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 11/30/2022] [Accepted: 12/14/2022] [Indexed: 06/18/2023]
Abstract
Instantons, which are nonperturbative solutions to Yang-Mills equations, provide a signal for the occurrence of quantum tunneling between distinct classes of vacua. They can give rise to decays of particles otherwise forbidden. Using data collected at the Pierre Auger Observatory, we search for signatures of such instanton-induced processes that would be suggestive of super-heavy particles decaying in the Galactic halo. These particles could have been produced during the post-inflationary epoch and match the relic abundance of dark matter inferred today. The nonobservation of the signatures searched for allows us to derive a bound on the reduced coupling constant of gauge interactions in the dark sector: α_{X}≲0.09, for 10^{9}≲M_{X}/GeV<10^{19}. Conversely, we obtain that, for instance, a reduced coupling constant α_{X}=0.09 excludes masses M_{X}≳3×10^{13} GeV. In the context of dark matter production from gravitational interactions alone, we illustrate how these bounds are complementary to those obtained on the Hubble rate at the end of inflation from the nonobservation of tensor modes in the cosmological microwave background.
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Affiliation(s)
- P Abreu
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Aglietta
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - J M Albury
- University of Adelaide, Adelaide, S.A., Australia
| | - I Allekotte
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | | | - A Almela
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - R Aloisio
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - J Alvarez-Muñiz
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | | | - J Ammerman Yebra
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - G A Anastasi
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - L Anchordoqui
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
| | - B Andrada
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - S Andringa
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - C Aramo
- INFN, Sezione di Napoli, Napoli, Italy
| | | | - E Arnone
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | | | - H Asorey
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - P Assis
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - G Avila
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - E Avocone
- Gran Sasso Science Institute, L'Aquila, Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - A M Badescu
- University Politehnica of Bucharest, Bucharest, Romania
| | - A Bakalova
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Balaceanu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - F Barbato
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - J A Bellido
- University of Adelaide, Adelaide, S.A., Australia
- Universidad Nacional de San Agustin de Arequipa, Facultad de Ciencias Naturales y Formales, Arequipa, Peru
| | - C Berat
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - M E Bertaina
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - G Bhatta
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - P L Biermann
- Max-Planck-Institut für Radioastronomie, Bonn, Germany
| | - V Binet
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
| | - K Bismark
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - T Bister
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - J Biteau
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - J Blazek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C Bleve
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - J Blümer
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Boháčová
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - D Boncioli
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - C Bonifazi
- International Center of Advanced Studies and Instituto de Ciencias Físicas, ECyT-UNSAM and CONICET, Campus Miguelete-San Martín, Buenos Aires, Argentina
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, RJ, Brazil
| | | | - N Borodai
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - A M Botti
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - J Brack
- Colorado State University, Fort Collins, Colorado, USA
| | - T Bretz
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P G Brichetto Orchera
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - F L Briechle
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Buchholz
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - A Bueno
- Universidad de Granada and C.A.F.P.E., Granada, Spain
| | - S Buitink
- Vrije Universiteit Brussels, Brussels, Belgium
| | - M Buscemi
- INFN, Sezione di Catania, Catania, Italy
| | - M Büsken
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | | | - L Caccianiga
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - F Canfora
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, Netherlands
| | - I Caracas
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - R Caruso
- INFN, Sezione di Catania, Catania, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
| | - A Castellina
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - F Catalani
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, SP, Brazil
| | - G Cataldi
- INFN, Sezione di Lecce, Lecce, Italy
| | - L Cazon
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - M Cerda
- Observatorio Pierre Auger, Malargüe, Argentina
| | - J A Chinellato
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
| | - J Chudoba
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - L Chytka
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - R W Clay
- University of Adelaide, Adelaide, S.A., Australia
| | - A C Cobos Cerutti
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
| | - R Colalillo
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
| | - A Coleman
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
| | | | - R Conceição
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - A Condorelli
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - G Consolati
- INFN, Sezione di Milano, Milano, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
| | - F Contreras
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - F Convenga
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | | | - C E Covault
- Case Western Reserve University, Cleveland, Ohio, USA
| | - S Dasso
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
| | - K Daumiller
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - B R Dawson
- University of Adelaide, Adelaide, S.A., Australia
| | - J A Day
- University of Adelaide, Adelaide, S.A., Australia
| | - R M de Almeida
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, RJ, Brazil
| | - J de Jesús
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - S J de Jong
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, Netherlands
| | - J R T de Mello Neto
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, RJ, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, RJ, Brazil
| | - I De Mitri
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - J de Oliveira
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro (IFRJ), Brazil
| | | | - F de Palma
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - V de Souza
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, SP, Brazil
| | - E De Vito
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - A Del Popolo
- INFN, Sezione di Catania, Catania, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
| | - M Del Río
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - O Deligny
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - L Deval
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | | | - M Dobre
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - C Dobrigkeit
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
| | - J C D'Olivo
- Universidad Nacional Autónoma de México, México, D.F., México
| | - L M Domingues Mendes
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - R C Dos Anjos
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
| | - M T Dova
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - J Ebr
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - R Engel
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - I Epicoco
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C O Escobar
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - A Etchegoyen
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - H Falcke
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, Netherlands
| | - J Farmer
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - G Farrar
- New York University, New York, New York, USA
| | - A C Fauth
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
| | - N Fazzini
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - F Feldbusch
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Fenu
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - B Fick
- Michigan Technological University, Houghton, Michigan, USA
| | - J M Figueira
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Filipčič
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - T Fitoussi
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - T Fodran
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
| | - T Fujii
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
- Present address: Hakubi Center for Advanced Research and Graduate School of Science, Kyoto University, Kyoto, Japan
| | - A Fuster
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - C Galea
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
| | - C Galelli
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - B García
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
| | - A L Garcia Vegas
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Gemmeke
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Gesualdi
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Gherghel-Lascu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - P L Ghia
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - U Giaccari
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
| | | | - J Glombitza
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Gobbi
- Observatorio Pierre Auger, Malargüe, Argentina
| | - F Gollan
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - G Golup
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - M Gómez Berisso
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - P F Gómez Vitale
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - J P Gongora
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - J M González
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - N González
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - I Goos
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - D Góra
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - A Gorgi
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - M Gottowik
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - T D Grubb
- University of Adelaide, Adelaide, S.A., Australia
| | - F Guarino
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
| | - G P Guedes
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
| | - E Guido
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - S Hahn
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - P Hamal
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - M R Hampel
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - P Hansen
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - D Harari
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - V M Harvey
- University of Adelaide, Adelaide, S.A., Australia
| | - A Haungs
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Heck
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - G C Hill
- University of Adelaide, Adelaide, S.A., Australia
| | - C Hojvat
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - J R Hörandel
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, Netherlands
| | - P Horvath
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M Hrabovský
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - T Huege
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- Vrije Universiteit Brussels, Brussels, Belgium
| | - A Insolia
- INFN, Sezione di Catania, Catania, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
| | - P G Isar
- Institute of Space Science, Bucharest-Magurele, Romania
| | - P Janecek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J A Johnsen
- Colorado School of Mines, Golden, Colorado, USA
| | - J Jurysek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Kääpä
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - K H Kampert
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - B Keilhauer
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Khakurdikar
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
| | - V V Kizakke Covilakam
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - H O Klages
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Kleifges
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | | | - F Knapp
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - N Kunka
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - B L Lago
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Nova Friburgo, Brazil
| | - N Langner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - V Lenok
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Letessier-Selvon
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
| | - I Lhenry-Yvon
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - D Lo Presti
- INFN, Sezione di Catania, Catania, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
| | - L Lopes
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - R López
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - L Lu
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - Q Luce
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - J P Lundquist
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | | | - G Mancarella
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - D Mandat
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - B C Manning
- University of Adelaide, Adelaide, S.A., Australia
| | - J Manshanden
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - P Mantsch
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - S Marafico
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - F M Mariani
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - A G Mariazzi
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - I C Mariş
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - G Marsella
- INFN, Sezione di Catania, Catania, Italy
- Università di Palermo, Dipartimento di Fisica e Chimica "E. Segrè," Palermo, Italy
| | - D Martello
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - S Martinelli
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | | | - M Mastrodicasa
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - H J Mathes
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - J Matthews
- Louisiana State University, Baton Rouge, Louisiana, USA
| | - G Matthiae
- Università di Roma "Tor Vergata," Dipartimento di Fisica, Roma, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
| | - E Mayotte
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
- Colorado School of Mines, Golden, Colorado, USA
| | - S Mayotte
- Colorado School of Mines, Golden, Colorado, USA
| | - P O Mazur
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - G Medina-Tanco
- Universidad Nacional Autónoma de México, México, D.F., México
| | - D Melo
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Menshikov
- Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - S Michal
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M I Micheletti
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
| | - L Miramonti
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - S Mollerach
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - F Montanet
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - L Morejon
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - C Morello
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - M Mostafá
- Pennsylvania State University, University Park, Pennsylvania, USA
| | - A L Müller
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - M A Muller
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
| | - K Mulrey
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, Netherlands
| | - R Mussa
- INFN, Sezione di Torino, Torino, Italy
| | - M Muzio
- New York University, New York, New York, USA
| | - W M Namasaka
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - A Nasr-Esfahani
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - L Nellen
- Universidad Nacional Autónoma de México, México, D.F., México
| | - G Nicora
- Centro de Investigaciones en Láseres y Aplicaciones, CITEDEF and CONICET, Villa Martelli, Argentina
| | - M Niculescu-Oglinzanu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - M Niechciol
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - D Nitz
- Michigan Technological University, Houghton, Michigan, USA
| | - I Norwood
- Michigan Technological University, Houghton, Michigan, USA
| | - D Nosek
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
| | - V Novotny
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
| | - L Nožka
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - A Nucita
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - L A Núñez
- Universidad Industrial de Santander, Bucaramanga, Colombia
| | - C Oliveira
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, SP, Brazil
| | - M Palatka
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Pallotta
- Centro de Investigaciones en Láseres y Aplicaciones, CITEDEF and CONICET, Villa Martelli, Argentina
| | - P Papenbreer
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - G Parente
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - A Parra
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - J Pawlowsky
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - M Pech
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Pękala
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - R Pelayo
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, D.F., México
| | | | - E E Pereira Martins
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - J Perez Armand
- Universidade de São Paulo, Instituto de Física, São Paulo, SP, Brazil
| | - C Pérez Bertolli
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - L Perrone
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - S Petrera
- Gran Sasso Science Institute, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - C Petrucci
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - T Pierog
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Pimenta
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - V Pirronello
- INFN, Sezione di Catania, Catania, Italy
- Università di Catania, Dipartimento di Fisica e Astronomia "Ettore Majorana," Catania, Italy
| | - M Platino
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - B Pont
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
| | - M Pothast
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, Netherlands
| | - P Privitera
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - M Prouza
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Puyleart
- Michigan Technological University, Houghton, Michigan, USA
| | - S Querchfeld
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - J Rautenberg
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - D Ravignani
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - M Reininghaus
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - J Ridky
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Riehn
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Risse
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - V Rizi
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | | | - J Rodriguez Rojo
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - M J Roncoroni
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - S Rossoni
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - M Roth
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - E Roulet
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - A C Rovero
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
| | - P Ruehl
- Universität Siegen, Department Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - A Saftoiu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - M Saharan
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
| | - F Salamida
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - H Salazar
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - G Salina
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
| | | | - F Sánchez
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - E M Santos
- Universidade de São Paulo, Instituto de Física, São Paulo, SP, Brazil
| | - E Santos
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Sarazin
- Colorado School of Mines, Golden, Colorado, USA
| | - R Sarmento
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - C Sarmiento-Cano
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - R Sato
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - P Savina
- University of Wisconsin-Madison, Department of Physics and WIPAC, Madison, Wisconsin, USA
| | - C M Schäfer
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - V Scherini
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi," Lecce, Italy
| | - H Schieler
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Schimassek
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - M Schimp
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - F Schlüter
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - D Schmidt
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | - O Scholten
- Vrije Universiteit Brussels, Brussels, Belgium
| | - H Schoorlemmer
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, Netherlands
| | - P Schovánek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F G Schröder
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, Delaware, USA
| | - J Schulte
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Schulz
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - S J Sciutto
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - M Scornavacche
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - A Segreto
- INFN, Sezione di Catania, Catania, Italy
- Istituto di Astrofisica Spaziale e Fisica Cosmica di Palermo (INAF), Palermo, Italy
| | - S Sehgal
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - R C Shellard
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, RJ, Brazil
| | - G Sigl
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - G Silli
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - O Sima
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- Also at University of Bucharest, Physics Department, Bucharest, Romania
| | - R Smau
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - R Šmída
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - P Sommers
- Pennsylvania State University, University Park, Pennsylvania, USA
| | - J F Soriano
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
| | - R Squartini
- Observatorio Pierre Auger, Malargüe, Argentina
| | - M Stadelmaier
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - D Stanca
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - S Stanič
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - J Stasielak
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - P Stassi
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - A Streich
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany
| | | | - T Sudholz
- University of Adelaide, Adelaide, S.A., Australia
| | - T Suomijärvi
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - A D Supanitsky
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - Z Szadkowski
- University of Łódź, Faculty of High-Energy Astrophysics, Łódź, Poland
| | - A Tapia
- Universidad de Medellín, Medellín, Colombia
| | - C Taricco
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - C Timmermans
- IMAPP, Radboud University Nijmegen, Nijmegen, Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, Netherlands
| | - O Tkachenko
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - P Tobiska
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C J Todero Peixoto
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, SP, Brazil
| | - B Tomé
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - Z Torrès
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - A Travaini
- Observatorio Pierre Auger, Malargüe, Argentina
| | - P Travnicek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C Trimarelli
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
| | - M Tueros
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - R Ulrich
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - M Unger
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - L Vaclavek
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M Vacula
- Palacky University, RCPTM, Olomouc, Czech Republic
| | | | - L Valore
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II," Dipartimento di Fisica "Ettore Pancini," Napoli, Italy
| | - E Varela
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | | | - D Veberič
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - C Ventura
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, RJ, Brazil
| | | | - V Verzi
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
| | - J Vicha
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Vink
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, Netherlands
| | - S Vorobiov
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - H Wahlberg
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - C Watanabe
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, RJ, Brazil
| | - A A Watson
- School of Physics and Astronomy, University of Leeds, Leeds, United Kingdom
| | - A Weindl
- Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany
| | - L Wiencke
- Colorado School of Mines, Golden, Colorado, USA
| | - H Wilczyński
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - D Wittkowski
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - B Wundheiler
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Yushkov
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - O Zapparrata
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - E Zas
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - D Zavrtanik
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - M Zavrtanik
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - L Zehrer
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
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Gil-Cruz C, Perez-Shibayama C, Naegele M, Cheng HW, Luetge M, Frischmann K, Joachimbauer A, Parianos D, Flammer AJ, Ruschitzka F, Ludewig B, Schmidt D. Dissecting the cardiac cell landscape in myocarditis. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Myocarditis is the prototypical cardiac inflammatory disease, with an incidence of 20–30 per 100000 individuals. Acute myocarditis potentially develops into lethal inflammatory cardiomyopathy in a substantial fraction of patients, rendering myocarditis and its sequelae the underlying reason for many heart transplants and 10–20% of cardiovascular sudden deaths in young adults. Different pathological routes had been described to lead to myocardial inflammation (eg. viral, bacterial or parasitic infection, autoimmune processes, toxins). Moreover, genetic predisposition and environmental factors such as the microbiome influence the progression of the disease. Therefore, it is plausible that the inherent complexity of the disease hampers the elucidation of effective therapeutic interventions because the molecular mechanisms underlying this severe heart condition are – to a large extent – incompletely understood. Therefore, it is important to elucidate the molecular pathways governing the interplay between immune cells and stromal cells in the cardiac microenvironment in myocarditis.
Methods
To dissect the processes involved in myocarditis progression, we took advantage of the T cell receptor transgenic mouse model of spontaneous autoimmune myocarditis (TCRM) were all mice develop acute myocarditis around 4 weeks of age that progresses to lethal dilated cardiomyopathy in 50% of the mice. To analyse the mechanisms involved in cardiac inflammation in mouse and human patients, we used single cell and single nucleus transcriptomic approaches in combination with high dimensional flow cytometry, confocal microscopy and echocardiographic analysis of the cardiac function. To examine the cardiac landscape in humans we applied the same analysis methodologies to right ventricle endomyocardial biopsies from myocarditis or heart transplantation patients (control).
Results
Our analysis shows that dynamic changes occur in the cardiac microenvironment during the course of myocarditis; these changes involve not only the recruitment of immune cells expressing pro-inflammatory signatures to the myocardium (T cells, inflammatory monocytes, neutrophils) but also the alteration of transcriptional programs in non-immune cells including fibroblast, endothelial cells and cardiomyocytes. The analysis of endomyocardial biopsies from myocarditis patients revealed similar changes in the cardiac cell population's transcriptome.
Conclusion
Our study reveal that the transcriptional landscape of cardiac cells is strongly influenced by the inflammatory microenvironment. Notably, during the acute phase of myocarditis pathways supporting inflammation and fibrosis overrule circuits involved in cardiac homeostasis. Moreover, we show that the analysis of endomyocardial biopsies by single-nucleus RNAseq represents a powerful tool to unveil the processes involved in cardiac diseases.
Funding Acknowledgement
Type of funding sources: Public grant(s) – EU funding. Main funding source(s): ERC personal grant to Burkhard Ludewig
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Affiliation(s)
- C Gil-Cruz
- Kantonsspital, Institute of Immunobiology , St. Gallen , Switzerland
| | - C Perez-Shibayama
- Kantonsspital, Institute of Immunobiology , St. Gallen , Switzerland
| | - M Naegele
- University Hospital Zurich, Department of Cardiology , Zurich , Switzerland
| | - H W Cheng
- Kantonsspital, Institute of Immunobiology , St. Gallen , Switzerland
| | - M Luetge
- Kantonsspital, Institute of Immunobiology , St. Gallen , Switzerland
| | - K Frischmann
- Kantonsspital, Institute of Immunobiology , St. Gallen , Switzerland
| | - A Joachimbauer
- University Hospital Zurich, Department of Cardiology , Zurich , Switzerland
| | - D Parianos
- University Hospital Zurich, Department of Cardiology , Zurich , Switzerland
| | - A J Flammer
- University Hospital Zurich, Department of Cardiology , Zurich , Switzerland
| | - F Ruschitzka
- University Hospital Zurich, Department of Cardiology , Zurich , Switzerland
| | - B Ludewig
- Kantonsspital, Institute of Immunobiology , St. Gallen , Switzerland
| | - D Schmidt
- University Hospital Zurich, Department of Cardiology , Zurich , Switzerland
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21
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Ebrahimabadi S, Schmidt D, Tirapelle M, Covas D, Picanço e Castro V. ANTI-MAGE-A4 CAR NK CELL THERAPY FOR THE TREATMENT OF SOLID TUMORS. Cytotherapy 2022. [DOI: 10.1016/s1465-3249(22)00879-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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22
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Tirapelle MC, Schmidt D, Ebrahimabadi S, Silvestre RN, Covas DT, Picanço-Castro V. ESTABELECIMENTO DE UMA PLATAFORMA DE PRODUÇÃO DE NK-CAR PARA TRATAMENTO DE NEOPLASIAS. Hematol Transfus Cell Ther 2022. [DOI: 10.1016/j.htct.2022.09.1117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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23
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Bragg F, Kartsonaki C, Guo Y, Holmes M, Du H, Yu C, Pei P, Yang L, Jin D, Chen Y, Schmidt D, Avery D, Lv J, Chen J, Clarke R, Hill MR, Li L, Millwood IY, Chen Z. The role of NMR-based circulating metabolic biomarkers in development and risk prediction of new onset type 2 diabetes. Sci Rep 2022; 12:15071. [PMID: 36064959 PMCID: PMC9445062 DOI: 10.1038/s41598-022-19159-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 08/25/2022] [Indexed: 11/08/2022] Open
Abstract
Associations of circulating metabolic biomarkers with type 2 diabetes (T2D) and their added value for risk prediction are uncertain among Chinese adults. A case-cohort study included 882 T2D cases diagnosed during 8-years' follow-up and a subcohort of 789 participants. NMR-metabolomic profiling quantified 225 plasma biomarkers in stored samples taken at recruitment into the study. Cox regression yielded adjusted hazard ratios (HRs) for T2D associated with individual biomarkers, with a set of biomarkers incorporated into an established T2D risk prediction model to assess improvement in discriminatory ability. Mean baseline BMI (SD) was higher in T2D cases than in the subcohort (25.7 [3.6] vs. 23.9 [3.6] kg/m2). Overall, 163 biomarkers were significantly and independently associated with T2D at false discovery rate (FDR) controlled p < 0.05, and 138 at FDR-controlled p < 0.01. Branched chain amino acids (BCAA), apolipoprotein B/apolipoprotein A1, triglycerides in VLDL and medium and small HDL particles, and VLDL particle size were strongly positively associated with T2D (HRs 1.74-2.36 per 1 SD, p < 0.001). HDL particle size, cholesterol concentration in larger HDL particles and docosahexaenoic acid levels were strongly inversely associated with T2D (HRs 0.43-0.48, p < 0.001). With additional adjustment for plasma glucose, most associations (n = 147 and n = 129 at p < 0.05 and p < 0.01, respectively) remained significant. HRs appeared more extreme among more centrally adipose participants for apolipoprotein B/apolipoprotein A1, BCAA, HDL particle size and docosahexaenoic acid (p for heterogeneity ≤ 0.05). Addition of 31 selected biomarkers to an established T2D risk prediction model modestly, but significantly, improved risk discrimination (c-statistic 0.86 to 0.91, p < 0.001). In relatively lean Chinese adults, diverse metabolic biomarkers are associated with future risk of T2D and can help improve established risk prediction models.
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Affiliation(s)
- Fiona Bragg
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Christiana Kartsonaki
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Yu Guo
- Fuwai Hospital Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing, China
| | - Michael Holmes
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Huaidong Du
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Pei Pei
- Chinese Academy of Medical Sciences, Beijing, 102308, China
| | - Ling Yang
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Donghui Jin
- Hunan Centre for Disease Control and Prevention, Furong Mid Road, Changsha, Hunan, China
| | - Yiping Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Dan Schmidt
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Daniel Avery
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Robert Clarke
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Michael R Hill
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Iona Y Millwood
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Zhengming Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, BDI Building, Old Road Campus, Oxford, OX3 7LF, UK.
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
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Beck M, Hartwich J, Eckstein M, Schmidt D, Gostian AO, Müller S, Rutzner S, Gaipl US, von der Grün J, Illmer T, Hautmann MG, Klautke G, Döscher J, Brunner T, Tamaskovics B, Hartmann A, Iro H, Kuwert T, Fietkau R, Hecht M, Semrau S. F18-FDG PET/CT imaging early predicts pathologic complete response to induction chemoimmunotherapy of locally advanced head and neck cancer: preliminary single-center analysis of the checkrad-cd8 trial. Ann Nucl Med 2022; 36:623-633. [PMID: 35534690 PMCID: PMC9226092 DOI: 10.1007/s12149-022-01744-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/12/2022] [Indexed: 11/05/2022]
Abstract
Aim In the CheckRad-CD8 trial patients with locally advanced head and neck squamous cell cancer are treated with a single cycle of induction chemo-immunotherapy (ICIT). Patients with pathological complete response (pCR) in the re-biopsy enter radioimmunotherapy. Our goal was to study the value of F-18-FDG PET/CT in the prediction of pCR after induction therapy. Methods Patients treated within the CheckRad-CD8 trial that additionally received FDG- PET/CT imaging at the following two time points were included: 3–14 days before (pre-ICIT) and 21–28 days after (post-ICIT) receiving ICIT. Tracer uptake in primary tumors (PT) and suspicious cervical lymph nodes (LN +) was measured using different quantitative parameters on EANM Research Ltd (EARL) accredited PET reconstructions. In addition, mean FDG uptake levels in lymphatic and hematopoietic organs were examined. Percent decrease (Δ) in FDG uptake was calculated for all parameters. Biopsy of the PT post-ICIT acquired after FDG-PET/CT served as reference. The cohort was divided in patients with pCR and residual tumor (ReTu). Results Thirty-one patients were included. In ROC analysis, ΔSUVmax PT performed best (AUC = 0.89) in predicting pCR (n = 17), with a decline of at least 60% (sensitivity, 0.77; specificity, 0.93). Residual SUVmax PT post-ICIT performed best in predicting ReTu (n = 14), at a cutpoint of 6.0 (AUC = 0.91; sensitivity, 0.86; specificity, 0.88). Combining two quantitative parameters (ΔSUVmax ≥ 50% and SUVmax PT post-ICIT ≤ 6.0) conferred a sensitivity of 0.81 and a specificity of 0.93 for determining pCR. Background activity in lymphatic organs or uptake in suspected cervical lymph node metastases lacked significant predictive value. Conclusion FDG-PET/CT can identify patients with pCR after ICIT via residual FDG uptake levels in primary tumors and the related changes compared to baseline. FDG-uptake in LN + had no predictive value. Trial registry ClinicalTrials.gov identifier: NCT03426657.
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Affiliation(s)
- M Beck
- Clinic of Nuclear Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg, University Hospital Erlangen, Ulmenweg 18, 91054, Erlangen, Bayern, Germany.
| | - J Hartwich
- Clinic of Nuclear Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg, University Hospital Erlangen, Ulmenweg 18, 91054, Erlangen, Bayern, Germany
| | - M Eckstein
- Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - D Schmidt
- Clinic of Nuclear Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg, University Hospital Erlangen, Ulmenweg 18, 91054, Erlangen, Bayern, Germany
| | - A O Gostian
- Department of Otolaryngology-Head and Neck Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - S Müller
- Department of Otolaryngology-Head and Neck Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - S Rutzner
- Department of Radiation Oncology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - U S Gaipl
- Department of Radiation Oncology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - J von der Grün
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - T Illmer
- Medical Oncology Clinic Dresden Freiberg, Dresden, Saxony, Germany
| | - M G Hautmann
- Department of Radiotherapy, Universität Regensburg, Regensburg, Bayern, Germany
| | - G Klautke
- Department of Radiation Oncology, Chemnitz Hospital, Chemnitz, Sachsen, Germany
| | - J Döscher
- Department of Otolaryngology-Head and Neck Surgery, Universität Ulm, Ulm, Baden-Württemberg, Germany
| | - T Brunner
- Department of Radiation Oncology, Otto Von Guericke Universität Magdeburg, Magdeburg, Sachsen-Anhalt, Germany
| | - B Tamaskovics
- Department of Radiation Oncology, Heinrich-Heine-Universität Düsseldorf, Düsseldorf, Nordrhein-Westfalen, Germany
| | - A Hartmann
- Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - H Iro
- Department of Otolaryngology-Head and Neck Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - T Kuwert
- Clinic of Nuclear Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg, University Hospital Erlangen, Ulmenweg 18, 91054, Erlangen, Bayern, Germany
| | - R Fietkau
- Department of Radiation Oncology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - M Hecht
- Department of Radiation Oncology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
| | - S Semrau
- Department of Radiation Oncology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bayern, Germany
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25
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Bragg F, Kartsonaki C, Guo Y, Holmes M, Du H, Yu C, Pei P, Yang L, Jin D, Chen Y, Schmidt D, Avery D, Lv J, Chen J, Clarke R, Hill M, Li L, Millwood I, Chen Z. Circulating Metabolites and the Development of Type 2 Diabetes in Chinese Adults. Diabetes Care 2022; 45:477-480. [PMID: 34848488 PMCID: PMC7612375 DOI: 10.2337/dc21-1415] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 11/09/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess prospective associations of circulating metabolites with the risk of type 2 diabetes (T2D) among Chinese adults. RESEARCH DESIGN AND METHODS A case-cohort study within the 8-year prospective China Kadoorie Biobank comprised 882 participants with incident T2D and 789 subcohort participants. Nuclear magnetic resonance metabolomic profiling quantified 225 metabolites in stored baseline plasma samples. Cox regression related individual metabolites with T2D risk, adjusting for potential confounders and fasting time. RESULTS After correction for multiple testing, 163 metabolites were significantly associated with the risk of T2D (P < 0.05). There were strong positive associations of VLDL particle size, the ratio of apolipoprotein B to apolipoprotein A-1, branched-chain amino acids, glucose, and triglycerides with T2D, and inverse associations of HDL-cholesterol, HDL particle size, and relative n-3 and saturated fatty acid concentrations. CONCLUSIONS In Chinese adults, metabolites across diverse pathways were independently associated with T2D risk, providing valuable etiological insights and potential to improve T2D risk prediction.
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Affiliation(s)
- Fiona Bragg
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Christiana Kartsonaki
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Yu Guo
- Fuwai Hospital Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing, China
| | - Michael Holmes
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Huaidong Du
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Canqing Yu
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China.,Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Pei Pei
- Chinese Academy of Medical Sciences, Beijing, China
| | - Ling Yang
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Donghui Jin
- Hunan Centre for Disease Control and Prevention, Changsha, Hunan, China
| | - Yiping Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Dan Schmidt
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Daniel Avery
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Jun Lv
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China.,Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Junshi Chen
- China National Center for Food Safety Risk Assessment, Beijing, China
| | - Robert Clarke
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Michael Hill
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Liming Li
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China.,Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Iona Millwood
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, U.K.,Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, U.K
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Marcar VL, Battegay E, Schmidt D, Cheetham M. Parallel processing in human visual cortex revealed through the influence of their neural responses on the visual evoked potential. Vision Res 2021; 193:107994. [PMID: 34979298 DOI: 10.1016/j.visres.2021.107994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 12/22/2021] [Accepted: 12/22/2021] [Indexed: 10/19/2022]
Abstract
The neural response in the human visual system is composed of magno-, parvo- and koniocellular input from the retina. Signal differences from functional imaging between health and individuals with a cognitive weakness are attributed to a dysfunction of a specific retinal input. Yet, anatomical interconnections within the human visual system obscure individual contribution to the neural response in V1. Deflections in the visual evoked potential (VEP) arise from an interaction between electric dipoles, their strength determined by the size of the neural population active during temporal - and spatial luminance contrast processing. To investigate interaction between these neural responses, we recorded the VEP over visual cortex of 14 healthy adults viewing four series of windmill patterns. Within a series, the relative area white in a pattern varied systematically. Between series, the number of sectors across which this area was distributed doubled. These patterns were viewed as pattern alternating and on-/off stimuli. P100/P1 amplitude increased linearly with the relative area white in the pattern, while N135/N1 and P240/P2 amplitude increased with the number of sectors of which the area white was distributed. The decreases P100 amplitude with increasing number of sectors is attributed to an interaction between electric dipoles located in granular and supragranular layers of V1. Differences between the VEP components obtained during a pattern reversing display and following pattern onset are accounted for by the transient and sustained nature of neural responses processing temporal - and spatial luminance contrast and ability of these responses to manifest in the VEP.
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Affiliation(s)
- V L Marcar
- University Hospital Zurich, Department of Internal Medicine, Rämistrasse 100, CH-8091 Zürich, Switzerland; University Hospital Zürich, Comprehensive Cancer Centre Zurich, PO Box, 157, Rämistrasse 100, CH-8091 Zürich, Switzerland; University Hospital Zürich, Biomedical Optical Research Laboratory (BORL), Department of Neonatology, Frauenklinikstrasse 10, CH-8006 Zürich, Switzerland.
| | - E Battegay
- University Hospital Zurich, Department of Internal Medicine, Rämistrasse 100, CH-8091 Zürich, Switzerland; University Research Priority Program "Dynamics of Healthy Aging", University of Zürich, Zürich, Switzerland; International Center for Multimorbidity and Complexity in Medicine (ICMC), University Zurich, University Hospital Basel (Department of Psychosomatic Medicine), Merian Iselin Klinik Basel, Switzerland
| | - D Schmidt
- University Hospital Zurich, Department of Internal Medicine, Rämistrasse 100, CH-8091 Zürich, Switzerland
| | - M Cheetham
- University Hospital Zurich, Department of Internal Medicine, Rämistrasse 100, CH-8091 Zürich, Switzerland
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Von Hagen F, Gundert L, Strick A, Klümper N, Schmidt D, Kristiansen G, Tolkach Y, Toma M, Ritter M, Ellinger J. N6-Methyladenosine (m6A) readers are dysregulated in renal cell carcinoma. Eur Urol 2021. [DOI: 10.1016/s0302-2838(21)00917-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Aab A, Abreu P, Aglietta M, Albury JM, Allekotte I, Almela A, Alvarez-Muñiz J, Alves Batista R, Anastasi GA, Anchordoqui L, Andrada B, Andringa S, Aramo C, Araújo Ferreira PR, Asorey H, Assis P, Avila G, Badescu AM, Bakalova A, Balaceanu A, Barbato F, Barreira Luz RJ, Becker KH, Bellido JA, Berat C, Bertaina ME, Bertou X, Biermann PL, Bister T, Biteau J, Blazek J, Bleve C, Boháčová M, Boncioli D, Bonifazi C, Bonneau Arbeletche L, Borodai N, Botti AM, Brack J, Bretz T, Briechle FL, Buchholz P, Bueno A, Buitink S, Buscemi M, Caballero-Mora KS, Caccianiga L, Cancio A, Canfora F, Caracas I, Carceller JM, Caruso R, Castellina A, Catalani F, Cataldi G, Cazon L, Cerda M, Chinellato JA, Choi K, Chudoba J, Chytka L, Clay RW, Cobos Cerutti AC, Colalillo R, Coleman A, Coluccia MR, Conceição R, Condorelli A, Consolati G, Contreras F, Convenga F, Covault CE, Dasso S, Daumiller K, Dawson BR, Day JA, de Almeida RM, de Jesús J, de Jong SJ, De Mauro G, de Mello Neto JRT, De Mitri I, de Oliveira J, de Oliveira Franco D, de Souza V, De Vito E, Debatin J, Del Río M, Deligny O, Dembinski H, Dhital N, Di Matteo A, Dobrigkeit C, D'Olivo JC, Dos Anjos RC, Dova MT, Ebr J, Engel R, Epicoco I, Erdmann M, Escobar CO, Etchegoyen A, Falcke H, Farmer J, Farrar G, Fauth AC, Fazzini N, Feldbusch F, Fenu F, Fick B, Figueira JM, Filipčič A, Fodran T, Freire MM, Fujii T, Fuster A, Galea C, Galelli C, García B, Garcia Vegas AL, Gemmeke H, Gesualdi F, Gherghel-Lascu A, Ghia PL, Giaccari U, Giammarchi M, Giller M, Glombitza J, Gobbi F, Gollan F, Golup G, Gómez Berisso M, Gómez Vitale PF, Gongora JP, González N, Goos I, Góra D, Gorgi A, Gottowik M, Grubb TD, Guarino F, Guedes GP, Guido E, Hahn S, Halliday R, Hampel MR, Hansen P, Harari D, Harvey VM, Haungs A, Hebbeker T, Heck D, Hill GC, Hojvat C, Hörandel JR, Horvath P, Hrabovský M, Huege T, Hulsman J, Insolia A, Isar PG, Johnsen JA, Jurysek J, Kääpä A, Kampert KH, Keilhauer B, Kemp J, Klages HO, Kleifges M, Kleinfeller J, Köpke M, Kukec Mezek G, Lago BL, LaHurd D, Lang RG, Langner N, Leigui de Oliveira MA, Lenok V, Letessier-Selvon A, Lhenry-Yvon I, Lo Presti D, Lopes L, López R, Lorek R, Luce Q, Lucero A, Lundquist JP, Machado Payeras A, Mancarella G, Mandat D, Manning BC, Manshanden J, Mantsch P, Marafico S, Mariazzi AG, Mariş IC, Marsella G, Martello D, Martinez H, Martínez Bravo O, Mastrodicasa M, Mathes HJ, Matthews J, Matthiae G, Mayotte E, Mazur PO, Medina-Tanco G, Melo D, Menshikov A, Merenda KD, Michal S, Micheletti MI, Miramonti L, Mollerach S, Montanet F, Morello C, Mostafá M, Müller AL, Muller MA, Mulrey K, Mussa R, Muzio M, Namasaka WM, Nellen L, Niculescu-Oglinzanu M, Niechciol M, Nitz D, Nosek D, Novotny V, Nožka L, Nucita A, Núñez LA, Palatka M, Pallotta J, Papenbreer P, Parente G, Parra A, Pech M, Pedreira F, Pȩkala J, Pelayo R, Peña-Rodriguez J, Perez Armand J, Perlin M, Perrone L, Petrera S, Pierog T, Pimenta M, Pirronello V, Platino M, Pont B, Pothast M, Privitera P, Prouza M, Puyleart A, Querchfeld S, Rautenberg J, Ravignani D, Reininghaus M, Ridky J, Riehn F, Risse M, Ristori P, Rizi V, Rodrigues de Carvalho W, Rodriguez Rojo J, Roncoroni MJ, Roth M, Roulet E, Rovero AC, Ruehl P, Saffi SJ, Saftoiu A, Salamida F, Salazar H, Salina G, Sanabria Gomez JD, Sánchez F, Santos EM, Santos E, Sarazin F, Sarmento R, Sarmiento-Cano C, Sato R, Savina P, Schäfer CM, Scherini V, Schieler H, Schimassek M, Schimp M, Schlüter F, Schmidt D, Scholten O, Schovánek P, Schröder FG, Schröder S, Schulte J, Sciutto SJ, Scornavacche M, Shellard RC, Sigl G, Silli G, Sima O, Šmída R, Sommers P, Soriano JF, Souchard J, Squartini R, Stadelmaier M, Stanca D, Stanič S, Stasielak J, Stassi P, Streich A, Suárez-Durán M, Sudholz T, Suomijärvi T, Supanitsky AD, Šupík J, Szadkowski Z, Taboada A, Tapia A, Timmermans C, Tkachenko O, Tobiska P, Todero Peixoto CJ, Tomé B, Torralba Elipe G, Travaini A, Travnicek P, Trimarelli C, Trini M, Tueros M, Ulrich R, Unger M, Vaclavek L, Vacula M, Valdés Galicia JF, Valiño I, Valore L, Varela E, Varma K C V, Vásquez-Ramírez A, Veberič D, Ventura C, Vergara Quispe ID, Verzi V, Vicha J, Vink J, Vorobiov S, Wahlberg H, Watson AA, Weber M, Weindl A, Wiencke L, Wilczyński H, Winchen T, Wirtz M, Wittkowski D, Wundheiler B, Yushkov A, Zapparrata O, Zas E, Zavrtanik D, Zavrtanik M, Zehrer L, Zepeda A. Measurement of the Fluctuations in the Number of Muons in Extensive Air Showers with the Pierre Auger Observatory. Phys Rev Lett 2021; 126:152002. [PMID: 33929235 DOI: 10.1103/physrevlett.126.152002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 01/28/2021] [Accepted: 02/12/2021] [Indexed: 06/12/2023]
Abstract
We present the first measurement of the fluctuations in the number of muons in extensive air showers produced by ultrahigh energy cosmic rays. We find that the measured fluctuations are in good agreement with predictions from air shower simulations. This observation provides new insights into the origin of the previously reported deficit of muons in air shower simulations and constrains models of hadronic interactions at ultrahigh energies. Our measurement is compatible with the muon deficit originating from small deviations in the predictions from hadronic interaction models of particle production that accumulate as the showers develop.
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Affiliation(s)
- A Aab
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - P Abreu
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Aglietta
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - J M Albury
- University of Adelaide, Adelaide, South Australia, Australia
| | - I Allekotte
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - A Almela
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - J Alvarez-Muñiz
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - R Alves Batista
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - G A Anastasi
- INFN, Sezione di Torino, Torino, Italy
- Dipartimento di Fisica, Università Torino, Torino, Italy
| | - L Anchordoqui
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
| | - B Andrada
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - S Andringa
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - C Aramo
- INFN, Sezione di Napoli, Napoli, Italy
| | | | - H Asorey
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - P Assis
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - G Avila
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - A M Badescu
- University Politehnica of Bucharest, Bucharest, Romania
| | - A Bakalova
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Balaceanu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - F Barbato
- INFN, Sezione di Napoli, Napoli, Italy
- Dipartimento di Fisica "Ettore Pancini," Università di Napoli "Federico II," Napoli, Italy
| | - R J Barreira Luz
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - K H Becker
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - J A Bellido
- University of Adelaide, Adelaide, South Australia, Australia
| | - C Berat
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - M E Bertaina
- INFN, Sezione di Torino, Torino, Italy
- Dipartimento di Fisica, Università Torino, Torino, Italy
| | - X Bertou
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - P L Biermann
- Max-Planck-Institut für Radioastronomie, Bonn, Germany
| | - T Bister
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - J Biteau
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - J Blazek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C Bleve
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - M Boháčová
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - D Boncioli
- Dipartimento di Scienze Fisiche e Chimiche, Università dell'Aquila, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - C Bonifazi
- Instituto de Física, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - N Borodai
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - A M Botti
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - J Brack
- Colorado State University, Fort Collins, Colorado, USA
| | - T Bretz
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - F L Briechle
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - P Buchholz
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - A Bueno
- Universidad de Granada and C.A.F.P.E., Granada, Spain
| | - S Buitink
- Vrije Universiteit Brussels, Brussels, Belgium
| | - M Buscemi
- Dipartimento di Fisica e Astronomia, Università di Catania, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | | | - L Caccianiga
- Dipartimento di Fisica, Università di Milano, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - A Cancio
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - F Canfora
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - I Caracas
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - J M Carceller
- Universidad de Granada and C.A.F.P.E., Granada, Spain
| | - R Caruso
- Dipartimento di Fisica e Astronomia, Università di Catania, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - A Castellina
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - F Catalani
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
| | - G Cataldi
- INFN, Sezione di Lecce, Lecce, Italy
| | - L Cazon
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Cerda
- Observatorio Pierre Auger, Malargüe, Argentina
| | - J A Chinellato
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - K Choi
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - J Chudoba
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - L Chytka
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - R W Clay
- University of Adelaide, Adelaide, South Australia, Australia
| | - A C Cobos Cerutti
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
| | - R Colalillo
- INFN, Sezione di Napoli, Napoli, Italy
- Dipartimento di Fisica "Ettore Pancini," Università di Napoli "Federico II," Napoli, Italy
| | - A Coleman
- Department of Physics and Astronomy, Bartol Research Institute, University of Delaware, Newark, Delaware, USA
| | - M R Coluccia
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - R Conceição
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - A Condorelli
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Gran Sasso Science Institute, L'Aquila, Italy
| | - G Consolati
- INFN, Sezione di Milano, Milano, Italy
- Dipartimento di Scienze e Tecnologie Aerospaziali, Politecnico di Milano, Milano, Italy
| | - F Contreras
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - F Convenga
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - C E Covault
- Case Western Reserve University, Cleveland, Ohio, USA
| | - S Dasso
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
| | - K Daumiller
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - B R Dawson
- University of Adelaide, Adelaide, South Australia, Australia
| | - J A Day
- University of Adelaide, Adelaide, South Australia, Australia
| | - R M de Almeida
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
| | - J de Jesús
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - S J de Jong
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - G De Mauro
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - J R T de Mello Neto
- Instituto de Física, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Brazil
| | - I De Mitri
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Gran Sasso Science Institute, L'Aquila, Italy
| | - J de Oliveira
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, Rio de Janeiro, Brazil
| | | | - V de Souza
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, São Paulo, Brazil
| | - E De Vito
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - J Debatin
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - M Del Río
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - O Deligny
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - H Dembinski
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - N Dhital
- Institute of Nuclear Physics PAN, Krakow, Poland
| | | | - C Dobrigkeit
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - J C D'Olivo
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - R C Dos Anjos
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
| | - M T Dova
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - J Ebr
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - R Engel
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - I Epicoco
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - M Erdmann
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - C O Escobar
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Etchegoyen
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - H Falcke
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
| | - J Farmer
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - G Farrar
- New York University, New York, New York, USA
| | - A C Fauth
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - N Fazzini
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - F Feldbusch
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Fenu
- INFN, Sezione di Torino, Torino, Italy
- Dipartimento di Fisica, Università Torino, Torino, Italy
| | - B Fick
- Michigan Technological University, Houghton, Michigan, USA
| | - J M Figueira
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Filipčič
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - T Fodran
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - M M Freire
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas Universidad Nacional de Rosario, Rosario, Argentina
| | - T Fujii
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - A Fuster
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - C Galea
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - C Galelli
- Dipartimento di Fisica, Università di Milano, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - B García
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
| | - A L Garcia Vegas
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - H Gemmeke
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Gesualdi
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - A Gherghel-Lascu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - P L Ghia
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - U Giaccari
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | | | - M Giller
- Faculty of Astrophysics, University of Łódź, Łódź, Poland
| | - J Glombitza
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - F Gobbi
- Observatorio Pierre Auger, Malargüe, Argentina
| | - F Gollan
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - G Golup
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - M Gómez Berisso
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - P F Gómez Vitale
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - J P Gongora
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - N González
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - I Goos
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - D Góra
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - A Gorgi
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - M Gottowik
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - T D Grubb
- University of Adelaide, Adelaide, South Australia, Australia
| | - F Guarino
- INFN, Sezione di Napoli, Napoli, Italy
- Dipartimento di Fisica "Ettore Pancini," Università di Napoli "Federico II," Napoli, Italy
| | - G P Guedes
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
| | - E Guido
- INFN, Sezione di Torino, Torino, Italy
- Dipartimento di Fisica, Università Torino, Torino, Italy
| | - S Hahn
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - R Halliday
- Case Western Reserve University, Cleveland, Ohio, USA
| | - M R Hampel
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - P Hansen
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - D Harari
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - V M Harvey
- University of Adelaide, Adelaide, South Australia, Australia
| | - A Haungs
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - T Hebbeker
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - D Heck
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - G C Hill
- University of Adelaide, Adelaide, South Australia, Australia
| | - C Hojvat
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - J R Hörandel
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - P Horvath
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M Hrabovský
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - T Huege
- Vrije Universiteit Brussels, Brussels, Belgium
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - J Hulsman
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - A Insolia
- Dipartimento di Fisica e Astronomia, Università di Catania, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - P G Isar
- Institute of Space Science, Bucharest-Magurele, Romania
| | - J A Johnsen
- Colorado School of Mines, Golden, Colorado, USA
| | - J Jurysek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Kääpä
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - K H Kampert
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - B Keilhauer
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - J Kemp
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - H O Klages
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Kleifges
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | | | - M Köpke
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - G Kukec Mezek
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - B L Lago
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Nova Friburgo, Brazil
| | - D LaHurd
- Case Western Reserve University, Cleveland, Ohio, USA
| | - R G Lang
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, São Paulo, Brazil
| | - N Langner
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | | | - V Lenok
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - A Letessier-Selvon
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Université, Université de Paris, CNRS-IN2P3, Paris, France
| | - I Lhenry-Yvon
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - D Lo Presti
- Dipartimento di Fisica e Astronomia, Università di Catania, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - L Lopes
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - R López
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - R Lorek
- Case Western Reserve University, Cleveland, Ohio, USA
| | - Q Luce
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - A Lucero
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - J P Lundquist
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - A Machado Payeras
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - G Mancarella
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - D Mandat
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - B C Manning
- University of Adelaide, Adelaide, South Australia, Australia
| | - J Manshanden
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - P Mantsch
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - S Marafico
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - A G Mariazzi
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - I C Mariş
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - G Marsella
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - D Martello
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - H Martinez
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, São Paulo, Brazil
| | | | - M Mastrodicasa
- Dipartimento di Scienze Fisiche e Chimiche, Università dell'Aquila, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - H J Mathes
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - J Matthews
- Louisiana State University, Baton Rouge, Louisiana, USA
| | - G Matthiae
- Dipartimento di Fisica, Università di Roma "Tor Vergata," Roma, Italy
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
| | - E Mayotte
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - P O Mazur
- Fermi National Accelerator Laboratory, Fermilab, Batavia, Illinois, USA
| | - G Medina-Tanco
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - D Melo
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Menshikov
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - K-D Merenda
- Colorado School of Mines, Golden, Colorado, USA
| | - S Michal
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M I Micheletti
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas Universidad Nacional de Rosario, Rosario, Argentina
| | - L Miramonti
- Dipartimento di Fisica, Università di Milano, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - S Mollerach
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - F Montanet
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - C Morello
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - M Mostafá
- Pennsylvania State University, University Park, Pennsylvania, USA
| | - A L Müller
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M A Muller
- Instituto de Física, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, São Paulo, Brazil
| | - K Mulrey
- Vrije Universiteit Brussels, Brussels, Belgium
| | - R Mussa
- INFN, Sezione di Torino, Torino, Italy
| | - M Muzio
- New York University, New York, New York, USA
| | - W M Namasaka
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - L Nellen
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - M Niculescu-Oglinzanu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - M Niechciol
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - D Nitz
- Michigan Technological University, Houghton, Michigan, USA
| | - D Nosek
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
| | - V Novotny
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
| | - L Nožka
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - A Nucita
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - L A Núñez
- Universidad Industrial de Santander, Bucaramanga, Colombia
| | - M Palatka
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Pallotta
- Centro de Investigaciones en Láseres y Aplicaciones, CITEDEF and CONICET, Villa Martelli, Argentina
| | - P Papenbreer
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - G Parente
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - A Parra
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - M Pech
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Pedreira
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - J Pȩkala
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - R Pelayo
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, Distrito Federal, México
| | | | - J Perez Armand
- Instituto de Física, Universidade de São Paulo, São Paulo, Brazil
| | - M Perlin
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - L Perrone
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
| | - S Petrera
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Gran Sasso Science Institute, L'Aquila, Italy
| | - T Pierog
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Pimenta
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - V Pirronello
- Dipartimento di Fisica e Astronomia, Università di Catania, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - M Platino
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - B Pont
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - M Pothast
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - P Privitera
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - M Prouza
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Puyleart
- Michigan Technological University, Houghton, Michigan, USA
| | - S Querchfeld
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - J Rautenberg
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - D Ravignani
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - M Reininghaus
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - J Ridky
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Riehn
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Risse
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - P Ristori
- Centro de Investigaciones en Láseres y Aplicaciones, CITEDEF and CONICET, Villa Martelli, Argentina
| | - V Rizi
- Dipartimento di Scienze Fisiche e Chimiche, Università dell'Aquila, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | | | - J Rodriguez Rojo
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - M J Roncoroni
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - M Roth
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - E Roulet
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - A C Rovero
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
| | - P Ruehl
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - S J Saffi
- University of Adelaide, Adelaide, South Australia, Australia
| | - A Saftoiu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - F Salamida
- Dipartimento di Scienze Fisiche e Chimiche, Università dell'Aquila, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - H Salazar
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - G Salina
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
| | | | - F Sánchez
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - E M Santos
- Instituto de Física, Universidade de São Paulo, São Paulo, Brazil
| | - E Santos
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Sarazin
- Colorado School of Mines, Golden, Colorado, USA
| | - R Sarmento
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - C Sarmiento-Cano
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - R Sato
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - P Savina
- INFN, Sezione di Lecce, Lecce, Italy
- Dipartimento di Matematica e Fisica "E. De Giorgi," Università del Salento, Lecce, Italy
- CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France
| | - C M Schäfer
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | | | - H Schieler
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Schimassek
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - M Schimp
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - F Schlüter
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - D Schmidt
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - O Scholten
- Vrije Universiteit Brussels, Brussels, Belgium
- KVI-Center for Advanced Radiation Technology, University of Groningen, Groningen, The Netherlands
| | - P Schovánek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F G Schröder
- Department of Physics and Astronomy, Bartol Research Institute, University of Delaware, Newark, Delaware, USA
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - S Schröder
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - J Schulte
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - S J Sciutto
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - M Scornavacche
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - R C Shellard
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - G Sigl
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - G Silli
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - O Sima
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - R Šmída
- University of Chicago, Enrico Fermi Institute, Chicago, Illinois, USA
| | - P Sommers
- Pennsylvania State University, University Park, Pennsylvania, USA
| | - J F Soriano
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, New York, USA
| | - J Souchard
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - R Squartini
- Observatorio Pierre Auger, Malargüe, Argentina
| | - M Stadelmaier
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - D Stanca
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - S Stanič
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - J Stasielak
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - P Stassi
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France
| | - A Streich
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - M Suárez-Durán
- Universidad Industrial de Santander, Bucaramanga, Colombia
| | - T Sudholz
- University of Adelaide, Adelaide, South Australia, Australia
| | - T Suomijärvi
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
| | - A D Supanitsky
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - J Šupík
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - Z Szadkowski
- Faculty of High-Energy Astrophysics, University of Łódź, Łódź, Poland
| | - A Taboada
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - A Tapia
- Universidad de Medellín, Medellín, Colombia
| | - C Timmermans
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - O Tkachenko
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - P Tobiska
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C J Todero Peixoto
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, São Paulo, Brazil
| | - B Tomé
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - G Torralba Elipe
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - A Travaini
- Observatorio Pierre Auger, Malargüe, Argentina
| | - P Travnicek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C Trimarelli
- Dipartimento di Scienze Fisiche e Chimiche, Università dell'Aquila, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - M Trini
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - M Tueros
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - R Ulrich
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Unger
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - L Vaclavek
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M Vacula
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - J F Valdés Galicia
- Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - I Valiño
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Gran Sasso Science Institute, L'Aquila, Italy
| | - L Valore
- INFN, Sezione di Napoli, Napoli, Italy
- Dipartimento di Fisica "Ettore Pancini," Università di Napoli "Federico II," Napoli, Italy
| | - E Varela
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - V Varma K C
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | | | - D Veberič
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - C Ventura
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, Brazil
| | | | - V Verzi
- INFN, Sezione di Roma "Tor Vergata," Roma, Italy
| | - J Vicha
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Vink
- Faculty of Science, Universiteit van Amsterdam, Amsterdam, The Netherlands
| | - S Vorobiov
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - H Wahlberg
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - A A Watson
- School of Physics and Astronomy, University of Leeds, Leeds, United Kingdom
| | - M Weber
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - A Weindl
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - L Wiencke
- Colorado School of Mines, Golden, Colorado, USA
| | - H Wilczyński
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - T Winchen
- Vrije Universiteit Brussels, Brussels, Belgium
| | - M Wirtz
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - D Wittkowski
- Department of Physics, Bergische Universität Wuppertal, Wuppertal, Germany
| | - B Wundheiler
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Yushkov
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - O Zapparrata
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - E Zas
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - D Zavrtanik
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - M Zavrtanik
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - L Zehrer
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - A Zepeda
- Centro de Investigación y de Estudios Avanzados del IPN (CINVESTAV), México, Distrito Federal, México
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Schmidt D, Bauer R, Chung S, Novikov D, Sander M, Pudell JE, Herzog M, Pfuetzenreuter D, Schwarzkopf J, Chernikov R, Gaal P. A new concept for temporal gating of synchrotron X-ray pulses. J Synchrotron Radiat 2021; 28:375-382. [PMID: 33650548 PMCID: PMC7941288 DOI: 10.1107/s1600577521000151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 01/05/2021] [Indexed: 06/12/2023]
Abstract
A new concept for temporal gating of synchrotron X-ray pulses based on laser-induced thermal transient gratings is presented. First experimental tests of the concept yield a diffraction efficiency of 0.18%; however, the calculations indicate a theoretical efficiency and contrast of >30% and 10-5, respectively. The full efficiency of the pulse picker has not been reached yet due to a long-range thermal deformation of the sample after absorption of the excitation laser. This method can be implemented in a broad spectral range (100 eV to 20 keV) and is only minimally invasive to an existing setup.
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Affiliation(s)
- D. Schmidt
- Institut für Nanostruktur- und Festkörperphysik, Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - R. Bauer
- Institut für Nanostruktur- und Festkörperphysik, Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - S. Chung
- Deutsches Elektronen-Synchrotron (DESY), 22607 Hamburg, Germany
| | - D. Novikov
- Deutsches Elektronen-Synchrotron (DESY), 22607 Hamburg, Germany
| | - M. Sander
- Paul-Scherrer Institute, Forschungsstrasse 111, 5232 Villigen, Switzerland
| | - J.-E. Pudell
- Institut für Physik und Astronomie, Universität Potsdam, 14476 Potsdam, Germany
| | - M. Herzog
- Institut für Physik und Astronomie, Universität Potsdam, 14476 Potsdam, Germany
| | - D. Pfuetzenreuter
- Leibniz-Institut für Kristallzüchtung, Max-Born-Strasse 2, 12489 Berlin, Germany
| | - J. Schwarzkopf
- Leibniz-Institut für Kristallzüchtung, Max-Born-Strasse 2, 12489 Berlin, Germany
| | - R. Chernikov
- Canadian Light Source Inc., 44 Innovation Boulevard, Saskatoon, Canada SK S7N 2V3
| | - P. Gaal
- Institut für Nanostruktur- und Festkörperphysik, Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
- Leibniz-Institut für Kristallzüchtung, Max-Born-Strasse 2, 12489 Berlin, Germany
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30
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Yamada S, Ichinohe Y, Tatsuno H, Hayakawa R, Suda H, Ohashi T, Ishisaki Y, Uruga T, Sekizawa O, Nitta K, Takahashi Y, Itai T, Suga H, Nagasawa M, Tanaka M, Kurisu M, Hashimoto T, Bennett D, Denison E, Doriese WB, Durkin M, Fowler J, O'Neil G, Morgan K, Schmidt D, Swetz D, Ullom J, Vale L, Okada S, Okumura T, Azuma T, Tamagawa T, Isobe T, Kohjiro S, Noda H, Tanaka K, Taguchi A, Imai Y, Sato K, Hayashi T, Kashiwabara T, Sakata K. Broadband high-energy resolution hard x-ray spectroscopy using transition edge sensors at SPring-8. Rev Sci Instrum 2021; 92:013103. [PMID: 33514202 DOI: 10.1063/5.0020642] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 12/04/2020] [Indexed: 06/12/2023]
Abstract
We have succeeded in operating a transition-edge sensor (TES) spectrometer and evaluating its performance at the SPring-8 synchrotron x-ray light source. The TES spectrometer consists of a 240 pixel National Institute of Standards and Technology (NIST) TES system, and 220 pixels are operated simultaneously with an energy resolution of 4 eV at 6 keV at a rate of ∼1 c/s pixel-1. The tolerance for high count rates is evaluated in terms of energy resolution and live time fraction, leading to an empirical compromise of ∼2 × 103 c/s (all pixels) with an energy resolution of 5 eV at 6 keV. By utilizing the TES's wideband spectroscopic capability, simultaneous multi-element analysis is demonstrated for a standard sample. We conducted x-ray absorption near-edge structure (XANES) analysis in fluorescence mode using the TES spectrometer. The excellent energy resolution of the TES enabled us to detect weak fluorescence lines from dilute samples and trace elements that have previously been difficult to resolve due to the nearly overlapping emission lines of other dominant elements. The neighboring lines of As Kα and Pb Lα2 of the standard sample were clearly resolved, and the XANES of Pb Lα2 was obtained. Moreover, the x-ray spectrum from the small amount of Fe in aerosols was distinguished from the spectrum of a blank target, which helps us to understand the targets and the environment. These results are the first important step for the application of high resolution TES-based spectroscopy at hard x-ray synchrotron facilities.
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Affiliation(s)
- Shinya Yamada
- Department of Physics, Rikkyo University, Toshima-Ku, Tokyo 171-8501, Japan
| | - Yuto Ichinohe
- Department of Physics, Rikkyo University, Toshima-Ku, Tokyo 171-8501, Japan
| | - Hideyuki Tatsuno
- Department of Physics, Tokyo Metropolitan University, Hachioji, Tokyo 192-0397, Japan
| | - Ryota Hayakawa
- Department of Physics, Tokyo Metropolitan University, Hachioji, Tokyo 192-0397, Japan
| | - Hirotaka Suda
- Department of Physics, Tokyo Metropolitan University, Hachioji, Tokyo 192-0397, Japan
| | - Takaya Ohashi
- Department of Physics, Tokyo Metropolitan University, Hachioji, Tokyo 192-0397, Japan
| | - Yoshitaka Ishisaki
- Department of Physics, Tokyo Metropolitan University, Hachioji, Tokyo 192-0397, Japan
| | - Tomoya Uruga
- Center for Synchrotron Radiation Research, Japan Synchrotron Radiation Research Institute (JASRI), Sayo, Hyogo 679-5198, Japan
| | - Oki Sekizawa
- Center for Synchrotron Radiation Research, Japan Synchrotron Radiation Research Institute (JASRI), Sayo, Hyogo 679-5198, Japan
| | - Kiyofumi Nitta
- Center for Synchrotron Radiation Research, Japan Synchrotron Radiation Research Institute (JASRI), Sayo, Hyogo 679-5198, Japan
| | - Yoshio Takahashi
- Department of Earth and Planetary Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo 113-0033, Japan
| | - Takaaki Itai
- Department of Earth and Planetary Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo 113-0033, Japan
| | - Hiroki Suga
- Department of Earth and Planetary Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo 113-0033, Japan
| | - Makoto Nagasawa
- Department of Earth and Planetary Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo 113-0033, Japan
| | - Masato Tanaka
- Department of Earth and Planetary Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo 113-0033, Japan
| | - Minako Kurisu
- Earth Surface System Research Center, Research Institute for Global Change, Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Yokosuka, Kanagawa 237-0061, Japan
| | - Tadashi Hashimoto
- Advanced Science Research Center (ASRC), Japan Atomic Energy Agency (JAEA), Tokai, Ibaraki 319-1184, Japan
| | - Douglas Bennett
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Ed Denison
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - William Bertrand Doriese
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Malcolm Durkin
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Joseph Fowler
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Galen O'Neil
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Kelsey Morgan
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Dan Schmidt
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Daniel Swetz
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Joel Ullom
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Leila Vale
- Quantum Sensors Group, National Institute of Standards and Technology (NIST), Boulder, Colorado 80305, USA
| | - Shinji Okada
- Engineering Science Laboratory, Chubu University, Kasugai, Aichi 487-8501, Japan
| | - Takuma Okumura
- Cluster for Pioneering Research, RIKEN, Wako, Saitama 351-0198, Japan
| | - Toshiyuki Azuma
- Cluster for Pioneering Research, RIKEN, Wako, Saitama 351-0198, Japan
| | - Toru Tamagawa
- Cluster for Pioneering Research, RIKEN, Wako, Saitama 351-0198, Japan
| | - Tadaaki Isobe
- Nishina Center, RIKEN, Wako, Saitama 351-0198, Japan
| | - Satoshi Kohjiro
- Device Technology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki 305-8568, Japan
| | - Hirofumi Noda
- Department of Earth and Space Science, Osaka University, Toyonaka, Osaka 560-0043, Japan
| | - Keigo Tanaka
- College of Science and Engineering, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Akimichi Taguchi
- College of Science and Engineering, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Yuki Imai
- Department of Physics, Saitama University, Saitama-shi, Saitama 338-8570, Japan
| | - Kosuke Sato
- Department of Physics, Saitama University, Saitama-shi, Saitama 338-8570, Japan
| | - Tasuku Hayashi
- Astromaterials Science Research Group (ASRG), Institute of Space and Astronautical Science (ISAS), Japan Aerospace Exploration Agency (JAXA), Sagamihara, Kanagawa 252-5210, Japan
| | - Teruhiko Kashiwabara
- Submarine Resource Research Center, Research Institute for Marine Resources Utilization, Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Yokosuka, Kanagawa 237-0061, Japan
| | - Kohei Sakata
- Center for Global Environmental Research, National Institute for Environmental Studies (NIES), Tsukuba, Ibaraki 305-8506, Japan
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Chan KH, Xia X, Ho KF, Guo Y, Kurmi OP, Du H, Bennett DA, Bian Z, Kan H, McDonnell J, Schmidt D, Kerosi R, Li L, Lam KBH, Chen Z. Regional and seasonal variations in household and personal exposures to air pollution in one urban and two rural Chinese communities: A pilot study to collect time-resolved data using static and wearable devices. Environ Int 2021; 146:106217. [PMID: 33129001 PMCID: PMC7786640 DOI: 10.1016/j.envint.2020.106217] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 09/23/2020] [Accepted: 10/13/2020] [Indexed: 05/04/2023]
Abstract
BACKGROUND Previous studies of the health impact of ambient and household air pollution (AAP/HAP) have chiefly relied on self-reported and/or address-based exposure modelling data. We assessed the feasibility of collecting and integrating detailed personal exposure data in different settings and seasons. METHODS/DESIGN We recruited 477 participants (mean age 58 years, 72% women) from three (two rural [Gansu/Henan] and one urban [Suzhou]) study areas in the China Kadoorie Biobank, based on their previously reported fuel use patterns. A time-resolved monitor (PATS+CO) was used to measure continuously for 120-hour the concentration of fine particulate matter (PM2.5) at personal and household (kitchen and living room) levels in warm (May-September 2017) and cool (November 2017-January 2018) seasons, along with questionnaires on participants' characteristics (e.g. socio-demographic, and fuel use) and time-activity (48-hour). Parallel local ambient monitoring of particulate matter (PM1, PM2.5 and PM10) and gaseous pollutants (CO, ozone, nitrogen oxides) was conducted using regularly-calibrated devices. The air pollution exposure data were compared by study sites and seasons. FINDINGS Overall 76% reported cooking at least weekly (regular-cooks), and 48% (urban 1%, rural 65%) used solid fuels (wood/coal) for cooking. Winter heating was more common in rural sites than in urban site (74-91% vs 17% daily), and mainly involved solid fuels. Mixed use of clean and solid fuels was common for cooking in rural areas (38%) but not for heating (0%). Overall, the measured mean PM2.5 levels were 2-3 fold higher in the cool than warm season, and in rural (e.g. kitchen: Gansuwarm_season = 142.3 µg/m3; Gansucool_season = 508.1 µg/m3; Henanwarm_season = 77.5 µg/m3; Henancool_season = 222.3 µg/m3) than urban sites (Suzhouwarm_season = 41.6 µg/m3; Suzhoucool_season = 81.6 µg/m3). The levels recorded tended to be the highest in kitchens, followed by personal, living room and outdoor. Time-resolved data show prominent peaks consistently recorded in the kitchen at typical cooking times, and sustained elevated PM2.5 levels (> 100 µg/m3) were observed in rural areas where use of solid fuels for heating was common. DISCUSSION Personal air pollution exposure can be readily assessed using a low-cost time-resolved monitor in different settings, which, in combination with other personal and health outcome data, will enable reliable assessment of the long-term health effects of HAP/AAP exposures in general populations.
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Affiliation(s)
- Ka Hung Chan
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, UK
| | - Xi Xia
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong Special Administrative Region
| | - Kin-Fai Ho
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong Special Administrative Region
| | - Yu Guo
- Chinese Academy of Medical Sciences, China
| | - Om P Kurmi
- Faculty Research Centre for Intelligent Healthcare, Faculty of Health and Life Sciences, Coventry University, UK
| | - Huaidong Du
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, UK; MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, UK
| | - Derrick A Bennett
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, UK
| | - Zheng Bian
- Chinese Academy of Medical Sciences, China
| | - Haidong Kan
- School of Public Health, Fudan University, China
| | - John McDonnell
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, UK
| | - Dan Schmidt
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, UK
| | - Rene Kerosi
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, UK
| | - Liming Li
- Department of Epidemiology and Biostatistics, Peking University, China
| | - Kin Bong Hubert Lam
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, UK.
| | - Zhengming Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, UK; MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, UK
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Orvad H, Savage L, Smith T, Schmidt D, Dee F. Disparity in Management of STEMI—Factors Leading to Missed Acute Myocardial Infarction (MAMI) in Rural Areas. Heart Lung Circ 2021. [DOI: 10.1016/j.hlc.2021.06.276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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33
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Schmidt D. [2020 Meeting of the Cytopathology Working Group of the German Society of Pathology]. Pathologe 2020; 41:190-191. [PMID: 33306141 DOI: 10.1007/s00292-020-00858-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- D Schmidt
- MVZ für Histologie, Zytologie und molekulare Diagnostik GmbH, Max-Planck-Str. 5, 54296, Trier, Deutschland.
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34
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Overton E, Lawrence S, Stapleton J, Weidenthaler H, Schmidt D, Nopora K, Meyer T, Maclennan J, Koenen B, Silbernagl G, Volkmann A, Chaplin P. MVA-BN as monkeypox vaccine for healthy and immunocompromised. Int J Infect Dis 2020. [DOI: 10.1016/j.ijid.2020.09.1217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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35
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Roessler J, Zimmermann F, Schmidt D, Escher U, Jasina A, Heimesaat M, Gast M, Poller W, Giral-Arnal H, Schumann P, Leistner D, Landmesser U, Haghikia A. Impact of the gut microbiome on the atorvastatin-dependent modulation of the serum lipidome. Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.3823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background and aims
The modulation of serum lipids, in particular of the low-density lipoprotein cholesterol (LDL-C), by statins varies between individuals. The mechanisms regulating this interindividual variation are only poorly understood. Here, we investigated the relation between the gut microbiome and the regulatory properties of atorvastatin on the serum lipidome using mice with depleted gut microbiome.
Methods
Over a period of 6 weeks, mice (C57BL/6) with either an intact (conventional mice, CONV, n=24) or antibiotic-based depleted gut microbiome (antibiotic treated mice, ABS, n=16) were put on standard chow diet (SCD) or high fat diet (HFD), respectively. During the last 4 weeks of treatment atorvastatin (Ator, 10mg/kg body weight/day) or control vehicle was administered via daily oral gavage. Blood lipids (total cholesterol, VLDL, LDL-C, HDL-C) and serum sphingolipids were compared among the groups. The expressions of hepatic and intestinal genes involved in cholesterol metabolism were analyzed by qRT-PCR. Alterations in the gut microbiota profile of mice with intact gut microbiome were examined using 16S RNA qRT-PCR.
Results
In CONV mice, HFD led to significantly increased blood LDL-C levels as compared with SCD (HFD: 36.8±1.4 mg/dl vs. SCD: 22.0±1.8 mg/dl; P<0.01). In CONV mice atorvastatin treatment significantly reduced blood LDL-C levels after HFD, whereas in ABS mice the LDL-C lowering effect of atorvastatin was markedly attenuated (CONV+HFD+Ator: 31.0±1.8 mg/dl vs. ABS+HFD+Ator: 46.4±3 mg/dl; P<0.01). A significant reduction in the abundance of several plasma lipids, in particular sphingolipids and glycerophospholipids upon atorvastatin treatment was observed in CONV mice, but not in ABS mice. The expressions of distinct hepatic and intestinal cholesterol-regulating genes (ldlr, srebp2, pcsk9 and npc1l1) upon atorvastatin treatment were significantly altered in gut microbiota depleted mice. In response to HFD a decrease in the relative abundance of the bacterial phyla Bacteroides and an increase in the relative abundance of Firmicutes was observed. The altered ratio between Bacteroides and Firmicutes in HFD fed mice was partly reversed upon atorvastatin treatment.
Conclusions
Our findings indicate a crucial role of the gut microbiome for the regulatory properties of atorvastatin on the serum lipidome and, in turn, support a critical impact of atorvastatin on the gut microbial composition. The results provide novel insights into potential microbiota related mechanisms underlying interindividual variation in modulation of the serum lipidome by statins, given interindividual differences in microbiome composition and function.
Funding Acknowledgement
Type of funding source: Foundation. Main funding source(s): German Heart Research Foundation
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Affiliation(s)
- J Roessler
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - F Zimmermann
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - D Schmidt
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - U Escher
- Charite Universitatsmedizin Berlin, Insitute of Microbiology, Infectious Diseases and Immunology, Berlin, Germany
| | - A Jasina
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - M.M Heimesaat
- Charite Universitatsmedizin Berlin, Insitute of Microbiology, Infectious Diseases and Immunology, Berlin, Germany
| | - M Gast
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - W Poller
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - H Giral-Arnal
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - P Schumann
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - D.M Leistner
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - U Landmesser
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
| | - A Haghikia
- Charite - Campus Benjamin Franklin, Department of Cardiology, Berlin, Germany
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Aab A, Abreu P, Aglietta M, Albury JM, Allekotte I, Almela A, Alvarez Castillo J, Alvarez-Muñiz J, Alves Batista R, Anastasi GA, Anchordoqui L, Andrada B, Andringa S, Aramo C, Araújo Ferreira PR, Asorey H, Assis P, Avila G, Badescu AM, Bakalova A, Balaceanu A, Barbato F, Barreira Luz RJ, Becker KH, Bellido JA, Berat C, Bertaina ME, Bertou X, Biermann PL, Bister T, Biteau J, Blanco A, Blazek J, Bleve C, Boháčová M, Boncioli D, Bonifazi C, Bonneau Arbeletche L, Borodai N, Botti AM, Brack J, Bretz T, Briechle FL, Buchholz P, Bueno A, Buitink S, Buscemi M, Caballero-Mora KS, Caccianiga L, Calcagni L, Cancio A, Canfora F, Caracas I, Carceller JM, Caruso R, Castellina A, Catalani F, Cataldi G, Cazon L, Cerda M, Chinellato JA, Choi K, Chudoba J, Chytka L, Clay RW, Cobos Cerutti AC, Colalillo R, Coleman A, Coluccia MR, Conceição R, Condorelli A, Consolati G, Contreras F, Convenga F, Covault CE, Dasso S, Daumiller K, Dawson BR, Day JA, de Almeida RM, de Jesús J, de Jong SJ, De Mauro G, de Mello Neto JRT, De Mitri I, de Oliveira J, de Oliveira Franco D, de Souza V, De Vito E, Debatin J, Del Río M, Deligny O, Dembinski H, Dhital N, Di Giulio C, Di Matteo A, Díaz Castro ML, Dobrigkeit C, D'Olivo JC, Dorosti Q, Dos Anjos RC, Dova MT, Ebr J, Engel R, Epicoco I, Erdmann M, Escobar CO, Etchegoyen A, Falcke H, Farmer J, Farrar G, Fauth AC, Fazzini N, Feldbusch F, Fenu F, Fick B, Figueira JM, Filipčič A, Fodran T, Freire MM, Fujii T, Fuster A, Galea C, Galelli C, García B, Garcia Vegas AL, Gemmeke H, Gesualdi F, Gherghel-Lascu A, Ghia PL, Giaccari U, Giammarchi M, Giller M, Glombitza J, Gobbi F, Gollan F, Golup G, Gómez Berisso M, Gómez Vitale PF, Gongora JP, González N, Goos I, Góra D, Gorgi A, Gottowik M, Grubb TD, Guarino F, Guedes GP, Guido E, Hahn S, Halliday R, Hampel MR, Hansen P, Harari D, Harvey VM, Haungs A, Hebbeker T, Heck D, Hill GC, Hojvat C, Hörandel JR, Horvath P, Hrabovský M, Huege T, Hulsman J, Insolia A, Isar PG, Johnsen JA, Jurysek J, Kääpä A, Kampert KH, Keilhauer B, Kemp J, Klages HO, Kleifges M, Kleinfeller J, Köpke M, Kukec Mezek G, Lago BL, LaHurd D, Lang RG, Leigui de Oliveira MA, Lenok V, Letessier-Selvon A, Lhenry-Yvon I, Lo Presti D, Lopes L, López R, Lorek R, Luce Q, Lucero A, Machado Payeras A, Malacari M, Mancarella G, Mandat D, Manning BC, Manshanden J, Mantsch P, Marafico S, Mariazzi AG, Mariş IC, Marsella G, Martello D, Martinez H, Martínez Bravo O, Mastrodicasa M, Mathes HJ, Matthews J, Matthiae G, Mayotte E, Mazur PO, Medina-Tanco G, Melo D, Menshikov A, Merenda KD, Michal S, Micheletti MI, Miramonti L, Mockler D, Mollerach S, Montanet F, Morello C, Mostafá M, Müller AL, Muller MA, Mulrey K, Mussa R, Muzio M, Namasaka WM, Nellen L, Nguyen PH, Niculescu-Oglinzanu M, Niechciol M, Nitz D, Nosek D, Novotny V, Nožka L, Nucita A, Núñez LA, Palatka M, Pallotta J, Panetta MP, Papenbreer P, Parente G, Parra A, Pech M, Pedreira F, Pȩkala J, Pelayo R, Peña-Rodriguez J, Perez Armand J, Perlin M, Perrone L, Peters C, Petrera S, Pierog T, Pimenta M, Pirronello V, Platino M, Pont B, Pothast M, Privitera P, Prouza M, Puyleart A, Querchfeld S, Rautenberg J, Ravignani D, Reininghaus M, Ridky J, Riehn F, Risse M, Ristori P, Rizi V, Rodrigues de Carvalho W, Rodriguez Fernandez G, Rodriguez Rojo J, Roncoroni MJ, Roth M, Roulet E, Rovero AC, Ruehl P, Saffi SJ, Saftoiu A, Salamida F, Salazar H, Salina G, Sanabria Gomez JD, Sánchez F, Santos EM, Santos E, Sarazin F, Sarmento R, Sarmiento-Cano C, Sato R, Savina P, Schäfer C, Scherini V, Schieler H, Schimassek M, Schimp M, Schlüter F, Schmidt D, Scholten O, Schovánek P, Schröder FG, Schröder S, Schulz A, Sciutto SJ, Scornavacche M, Shellard RC, Sigl G, Silli G, Sima O, Šmída R, Sommers P, Soriano JF, Souchard J, Squartini R, Stadelmaier M, Stanca D, Stanič S, Stasielak J, Stassi P, Streich A, Suárez-Durán M, Sudholz T, Suomijärvi T, Supanitsky AD, Šupík J, Szadkowski Z, Taboada A, Tapia A, Timmermans C, Tkachenko O, Tobiska P, Todero Peixoto CJ, Tomé B, Torralba Elipe G, Travaini A, Travnicek P, Trimarelli C, Trini M, Tueros M, Ulrich R, Unger M, Urban M, Vaclavek L, Vacula M, Valdés Galicia JF, Valiño I, Valore L, van Vliet A, Varela E, Vargas Cárdenas B, Vásquez-Ramírez A, Veberič D, Ventura C, Vergara Quispe ID, Verzi V, Vicha J, Villaseñor L, Vink J, Vorobiov S, Wahlberg H, Watson AA, Weber M, Weindl A, Wiencke L, Wilczyński H, Winchen T, Wirtz M, Wittkowski D, Wundheiler B, Yushkov A, Zapparrata O, Zas E, Zavrtanik D, Zavrtanik M, Zehrer L, Zepeda A, Ziolkowski M, Zuccarello F. Features of the Energy Spectrum of Cosmic Rays above 2.5×10^{18} eV Using the Pierre Auger Observatory. Phys Rev Lett 2020; 125:121106. [PMID: 33016715 DOI: 10.1103/physrevlett.125.121106] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 07/31/2020] [Indexed: 06/11/2023]
Abstract
We report a measurement of the energy spectrum of cosmic rays above 2.5×10^{18} eV based on 215 030 events. New results are presented: at about 1.3×10^{19} eV, the spectral index changes from 2.51±0.03(stat)±0.05(syst) to 3.05±0.05(stat)±0.10(syst), evolving to 5.1±0.3(stat)±0.1(syst) beyond 5×10^{19} eV, while no significant dependence of spectral features on the declination is seen in the accessible range. These features of the spectrum can be reproduced in models with energy-dependent mass composition. The energy density in cosmic rays above 5×10^{18} eV is [5.66±0.03(stat)±1.40(syst)]×10^{53} erg Mpc^{-3}.
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Affiliation(s)
- A Aab
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - P Abreu
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Aglietta
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - J M Albury
- University of Adelaide, Adelaide, S.A., Australia
| | - I Allekotte
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - A Almela
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | | | - J Alvarez-Muñiz
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - R Alves Batista
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - G A Anastasi
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - L Anchordoqui
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, NY, USA
| | - B Andrada
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - S Andringa
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - C Aramo
- INFN, Sezione di Napoli, Napoli, Italy
| | | | - H Asorey
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - P Assis
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - G Avila
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - A M Badescu
- University Politehnica of Bucharest, Bucharest, Romania
| | - A Bakalova
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Balaceanu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - F Barbato
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Dipartimento di Fisica "Ettore Pancini", Napoli, Italy
| | - R J Barreira Luz
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - K H Becker
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - J A Bellido
- University of Adelaide, Adelaide, S.A., Australia
| | - C Berat
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France, France
| | - M E Bertaina
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - X Bertou
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - P L Biermann
- Max-Planck-Institut für Radioastronomie, Bonn, Germany
| | - T Bister
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - J Biteau
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France, France
| | - A Blanco
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - J Blazek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C Bleve
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France, France
| | - M Boháčová
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - D Boncioli
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - C Bonifazi
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, RJ, Brazil
| | | | - N Borodai
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - A M Botti
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - J Brack
- Colorado State University, Fort Collins, CO, USA
| | - T Bretz
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F L Briechle
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Buchholz
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - A Bueno
- Universidad de Granada and C.A.F.P.E., Granada, Spain
| | - S Buitink
- Vrije Universiteit Brussels, Brussels, Belgium
| | - M Buscemi
- Università di Catania, Dipartimento di Fisica e Astronomia, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | | | - L Caccianiga
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - L Calcagni
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - A Cancio
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - F Canfora
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - I Caracas
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - J M Carceller
- Universidad de Granada and C.A.F.P.E., Granada, Spain
| | - R Caruso
- Università di Catania, Dipartimento di Fisica e Astronomia, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - A Castellina
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - F Catalani
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, SP, Brazil
| | - G Cataldi
- INFN, Sezione di Lecce, Lecce, Italy
| | - L Cazon
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Cerda
- Observatorio Pierre Auger, Malargüe, Argentina
| | - J A Chinellato
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
| | - K Choi
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - J Chudoba
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - L Chytka
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - R W Clay
- University of Adelaide, Adelaide, S.A., Australia
| | - A C Cobos Cerutti
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
| | - R Colalillo
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Dipartimento di Fisica "Ettore Pancini", Napoli, Italy
| | - A Coleman
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, DE, USA
| | - M R Coluccia
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - R Conceição
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - A Condorelli
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Gran Sasso Science Institute, L'Aquila, Italy
| | - G Consolati
- INFN, Sezione di Milano, Milano, Italy
- Politecnico di Milano, Dipartimento di Scienze e Tecnologie Aerospaziali, Milano, Italy
| | - F Contreras
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - F Convenga
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - C E Covault
- Case Western Reserve University, Cleveland, OH, USA
- also at Radboud Universtiy Nijmegen, Nijmegen, The Netherlands
| | - S Dasso
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
- Departamento de Física and Departamento de Ciencias de la Atmósfera y los Océanos, FCEyN, Universidad de Buenos Aires and CONICET, Buenos Aires, Argentina
| | - K Daumiller
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - B R Dawson
- University of Adelaide, Adelaide, S.A., Australia
| | - J A Day
- University of Adelaide, Adelaide, S.A., Australia
| | - R M de Almeida
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, RJ, Brazil
| | - J de Jesús
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - S J de Jong
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - G De Mauro
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - J R T de Mello Neto
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, RJ, Brazil
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, RJ, Brazil
| | - I De Mitri
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Gran Sasso Science Institute, L'Aquila, Italy
| | - J de Oliveira
- Universidade Federal Fluminense, EEIMVR, Volta Redonda, RJ, Brazil
| | | | - V de Souza
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, SP, Brazil
| | - E De Vito
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - J Debatin
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - M Del Río
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - O Deligny
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France, France
| | - H Dembinski
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - N Dhital
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - C Di Giulio
- Università di Roma "Tor Vergata", Dipartimento di Fisica, Roma, Italy
- INFN, Sezione di Roma "Tor Vergata", Roma, Italy
| | | | - M L Díaz Castro
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
| | - C Dobrigkeit
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
| | - J C D'Olivo
- Universidad Nacional Autónoma de México, México, D.F., México
| | - Q Dorosti
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - R C Dos Anjos
- Universidade Federal do Paraná, Setor Palotina, Palotina, Brazil
| | - M T Dova
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - J Ebr
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - R Engel
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - I Epicoco
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | | | - A Etchegoyen
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - H Falcke
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
- Stichting Astronomisch Onderzoek in Nederland (ASTRON), Dwingeloo, The Netherlands
| | - J Farmer
- University of Chicago, Enrico Fermi Institute, Chicago, IL, USA
| | - G Farrar
- New York University, New York, NY, USA
| | - A C Fauth
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
| | - N Fazzini
- Fermi National Accelerator Laboratory, USA
| | - F Feldbusch
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Fenu
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - B Fick
- Michigan Technological University, Houghton, MI, USA
| | - J M Figueira
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Filipčič
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - T Fodran
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - M M Freire
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
| | - T Fujii
- University of Chicago, Enrico Fermi Institute, Chicago, IL, USA
- now at Hakubi Center for Advanced Research and Graduate School of Science, Kyoto University, Kyoto, Japan
| | - A Fuster
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Universidad Tecnológica Nacional-Facultad Regional Buenos Aires, Buenos Aires, Argentina
| | - C Galea
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - C Galelli
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - B García
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), and Universidad Tecnológica Nacional-Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina
| | - A L Garcia Vegas
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Gemmeke
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - F Gesualdi
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - A Gherghel-Lascu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - P L Ghia
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France, France
| | - U Giaccari
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | | | - M Giller
- University of Łódź, Faculty of Astrophysics, Łódź, Poland
| | - J Glombitza
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - F Gobbi
- Observatorio Pierre Auger, Malargüe, Argentina
| | - F Gollan
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - G Golup
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - M Gómez Berisso
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - P F Gómez Vitale
- Observatorio Pierre Auger, Malargüe, Argentina
- Observatorio Pierre Auger and Comisión Nacional de Energía Atómica, Malargüe, Argentina
| | - J P Gongora
- Observatorio Pierre Auger, Malargüe, Argentina
| | - N González
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - I Goos
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - D Góra
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - A Gorgi
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - M Gottowik
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - T D Grubb
- University of Adelaide, Adelaide, S.A., Australia
| | - F Guarino
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Dipartimento di Fisica "Ettore Pancini", Napoli, Italy
| | - G P Guedes
- Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
| | - E Guido
- INFN, Sezione di Torino, Torino, Italy
- Università Torino, Dipartimento di Fisica, Torino, Italy
| | - S Hahn
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - R Halliday
- Case Western Reserve University, Cleveland, OH, USA
| | - M R Hampel
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - P Hansen
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - D Harari
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - V M Harvey
- University of Adelaide, Adelaide, S.A., Australia
| | - A Haungs
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Heck
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - G C Hill
- University of Adelaide, Adelaide, S.A., Australia
| | - C Hojvat
- Fermi National Accelerator Laboratory, USA
| | - J R Hörandel
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - P Horvath
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M Hrabovský
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - T Huege
- Vrije Universiteit Brussels, Brussels, Belgium
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - J Hulsman
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - A Insolia
- Università di Catania, Dipartimento di Fisica e Astronomia, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - P G Isar
- Institute of Space Science, Bucharest-Magurele, Romania
| | | | - J Jurysek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Kääpä
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - K H Kampert
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - B Keilhauer
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - J Kemp
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H O Klages
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Kleifges
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | | | - M Köpke
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - G Kukec Mezek
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - B L Lago
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca, Nova Friburgo, Brazil
| | - D LaHurd
- Case Western Reserve University, Cleveland, OH, USA
| | - R G Lang
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, SP, Brazil
| | | | - V Lenok
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - A Letessier-Selvon
- Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Universités Paris 6 et Paris 7, CNRS-IN2P3, Paris, France
| | - I Lhenry-Yvon
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France, France
| | - D Lo Presti
- Università di Catania, Dipartimento di Fisica e Astronomia, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - L Lopes
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - R López
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - R Lorek
- Case Western Reserve University, Cleveland, OH, USA
| | - Q Luce
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - A Lucero
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | | | - M Malacari
- University of Chicago, Enrico Fermi Institute, Chicago, IL, USA
| | - G Mancarella
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - D Mandat
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - B C Manning
- University of Adelaide, Adelaide, S.A., Australia
| | - J Manshanden
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - P Mantsch
- Fermi National Accelerator Laboratory, USA
| | - S Marafico
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France, France
| | - A G Mariazzi
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - I C Mariş
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - G Marsella
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - D Martello
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - H Martinez
- Universidade de São Paulo, Instituto de Física de São Carlos, São Carlos, SP, Brazil
| | | | - M Mastrodicasa
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - H J Mathes
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - J Matthews
- Louisiana State University, Baton Rouge, LA, USA
| | - G Matthiae
- Università di Roma "Tor Vergata", Dipartimento di Fisica, Roma, Italy
- INFN, Sezione di Roma "Tor Vergata", Roma, Italy
| | - E Mayotte
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - P O Mazur
- Fermi National Accelerator Laboratory, USA
| | - G Medina-Tanco
- Universidad Nacional Autónoma de México, México, D.F., México
| | - D Melo
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Menshikov
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | | | - S Michal
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M I Micheletti
- Instituto de Física de Rosario (IFIR)-CONICET/U.N.R. and Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina
| | - L Miramonti
- Università di Milano, Dipartimento di Fisica, Milano, Italy
- INFN, Sezione di Milano, Milano, Italy
| | - D Mockler
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - S Mollerach
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - F Montanet
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France, France
| | - C Morello
- Osservatorio Astrofisico di Torino (INAF), Torino, Italy
- INFN, Sezione di Torino, Torino, Italy
| | - M Mostafá
- Pennsylvania State University, University Park, PA, USA
| | - A L Müller
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M A Muller
- Universidade Federal do Rio de Janeiro, Instituto de Física, Rio de Janeiro, RJ, Brazil
- Universidade Estadual de Campinas, IFGW, Campinas, SP, Brazil
- Universidade Federal de Alfenas, Poços de Caldas, Brazil
| | - K Mulrey
- Vrije Universiteit Brussels, Brussels, Belgium
| | - R Mussa
- INFN, Sezione di Torino, Torino, Italy
| | - M Muzio
- New York University, New York, NY, USA
| | - W M Namasaka
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - L Nellen
- Universidad Nacional Autónoma de México, México, D.F., México
| | - P H Nguyen
- University of Adelaide, Adelaide, S.A., Australia
| | - M Niculescu-Oglinzanu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - M Niechciol
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - D Nitz
- Michigan Technological University, Houghton, MI, USA
- Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - D Nosek
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
| | - V Novotny
- Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic
| | - L Nožka
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - A Nucita
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - L A Núñez
- Universidad Industrial de Santander, Bucaramanga, Colombia
| | - M Palatka
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - J Pallotta
- Centro de Investigaciones en Láseres y Aplicaciones, CITEDEF and CONICET, Villa Martelli, Argentina
| | - M P Panetta
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - P Papenbreer
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - G Parente
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - A Parra
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - M Pech
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Pedreira
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - J Pȩkala
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - R Pelayo
- Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas del Instituto Politécnico Nacional (UPIITA-IPN), México, D.F., México
| | | | - J Perez Armand
- Universidade de São Paulo, Instituto de Física, São Paulo, SP, Brazil
| | - M Perlin
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - L Perrone
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - C Peters
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Petrera
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Gran Sasso Science Institute, L'Aquila, Italy
| | - T Pierog
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Pimenta
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - V Pirronello
- Università di Catania, Dipartimento di Fisica e Astronomia, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
| | - M Platino
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - B Pont
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - M Pothast
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - P Privitera
- University of Chicago, Enrico Fermi Institute, Chicago, IL, USA
| | - M Prouza
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - A Puyleart
- Michigan Technological University, Houghton, MI, USA
| | - S Querchfeld
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - J Rautenberg
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - D Ravignani
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - M Reininghaus
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - J Ridky
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Riehn
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - M Risse
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - P Ristori
- Centro de Investigaciones en Láseres y Aplicaciones, CITEDEF and CONICET, Villa Martelli, Argentina
| | - V Rizi
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | | | - G Rodriguez Fernandez
- Università di Roma "Tor Vergata", Dipartimento di Fisica, Roma, Italy
- INFN, Sezione di Roma "Tor Vergata", Roma, Italy
| | | | - M J Roncoroni
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - M Roth
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - E Roulet
- Centro Atómico Bariloche and Instituto Balseiro (CNEA-UNCuyo-CONICET), San Carlos de Bariloche, Argentina
| | - A C Rovero
- Instituto de Astronomía y Física del Espacio (IAFE, CONICET-UBA), Buenos Aires, Argentina
| | - P Ruehl
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - S J Saffi
- University of Adelaide, Adelaide, S.A., Australia
| | - A Saftoiu
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - F Salamida
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - H Salazar
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - G Salina
- INFN, Sezione di Roma "Tor Vergata", Roma, Italy
| | | | - F Sánchez
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - E M Santos
- Universidade de São Paulo, Instituto de Física, São Paulo, SP, Brazil
| | - E Santos
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F Sarazin
- Colorado School of Mines, Golden, CO, USA
| | - R Sarmento
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - C Sarmiento-Cano
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - R Sato
- Observatorio Pierre Auger, Malargüe, Argentina
| | - P Savina
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France, France
- INFN, Sezione di Lecce, Lecce, Italy
- Università del Salento, Dipartimento di Matematica e Fisica "E. De Giorgi", Lecce, Italy
| | - C Schäfer
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | | | - H Schieler
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Schimassek
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - M Schimp
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - F Schlüter
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - D Schmidt
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - O Scholten
- Vrije Universiteit Brussels, Brussels, Belgium
- KVI-Center for Advanced Radiation Technology, University of Groningen, Groningen, The Netherlands
| | - P Schovánek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - F G Schröder
- University of Delaware, Department of Physics and Astronomy, Bartol Research Institute, Newark, DE, USA
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - S Schröder
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - A Schulz
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - S J Sciutto
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - M Scornavacche
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - R C Shellard
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, RJ, Brazil
| | - G Sigl
- Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany
| | - G Silli
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - O Sima
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
- also at Radboud Universtiy Nijmegen, Nijmegen, The Netherlands
| | - R Šmída
- University of Chicago, Enrico Fermi Institute, Chicago, IL, USA
| | - P Sommers
- Pennsylvania State University, University Park, PA, USA
| | - J F Soriano
- Department of Physics and Astronomy, Lehman College, City University of New York, Bronx, NY, USA
| | - J Souchard
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France, France
| | - R Squartini
- Observatorio Pierre Auger, Malargüe, Argentina
| | - M Stadelmaier
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - D Stanca
- "Horia Hulubei" National Institute for Physics and Nuclear Engineering, Bucharest-Magurele, Romania
| | - S Stanič
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - J Stasielak
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - P Stassi
- Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering Université Grenoble Alpes, LPSC-IN2P3, 38000 Grenoble, France, France
| | - A Streich
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - M Suárez-Durán
- Universidad Industrial de Santander, Bucaramanga, Colombia
| | - T Sudholz
- University of Adelaide, Adelaide, S.A., Australia
| | - T Suomijärvi
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France, France
| | - A D Supanitsky
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - J Šupík
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - Z Szadkowski
- University of Łódź, Faculty of High-Energy Astrophysics,Łódź, Poland
| | - A Taboada
- Karlsruhe Institute of Technology, Institute for Experimental Particle Physics (ETP), Karlsruhe, Germany
| | - A Tapia
- Universidad de Medellín, Medellín, Colombia
| | - C Timmermans
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
- Nationaal Instituut voor Kernfysica en Hoge Energie Fysica (NIKHEF), Science Park, Amsterdam, The Netherlands
| | - O Tkachenko
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - P Tobiska
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C J Todero Peixoto
- Universidade de São Paulo, Escola de Engenharia de Lorena, Lorena, SP, Brazil
| | - B Tomé
- Laboratório de Instrumentação e Física Experimental de Partículas-LIP and Instituto Superior Técnico-IST, Universidade de Lisboa-UL, Lisboa, Portugal
| | - G Torralba Elipe
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - A Travaini
- Observatorio Pierre Auger, Malargüe, Argentina
| | - P Travnicek
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - C Trimarelli
- Università dell'Aquila, Dipartimento di Scienze Fisiche e Chimiche, L'Aquila, Italy
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
| | - M Trini
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - M Tueros
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - R Ulrich
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Unger
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - M Urban
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Vaclavek
- Palacky University, RCPTM, Olomouc, Czech Republic
| | - M Vacula
- Palacky University, RCPTM, Olomouc, Czech Republic
| | | | - I Valiño
- INFN Laboratori Nazionali del Gran Sasso, Assergi (L'Aquila), Italy
- Gran Sasso Science Institute, L'Aquila, Italy
| | - L Valore
- INFN, Sezione di Napoli, Napoli, Italy
- Università di Napoli "Federico II", Dipartimento di Fisica "Ettore Pancini", Napoli, Italy
| | - A van Vliet
- IMAPP, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - E Varela
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | | | | | - D Veberič
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - C Ventura
- Universidade Federal do Rio de Janeiro (UFRJ), Observatório do Valongo, Rio de Janeiro, RJ, Brazil
| | | | - V Verzi
- INFN, Sezione di Roma "Tor Vergata", Roma, Italy
| | - J Vicha
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - L Villaseñor
- Benemérita Universidad Autónoma de Puebla, Puebla, México
| | - J Vink
- Universiteit van Amsterdam, Faculty of Science, Amsterdam, The Netherlands
| | - S Vorobiov
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - H Wahlberg
- IFLP, Universidad Nacional de La Plata and CONICET, La Plata, Argentina
| | - A A Watson
- School of Physics and Astronomy, University of Leeds, Leeds, United Kingdom
| | - M Weber
- Karlsruhe Institute of Technology, Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany
| | - A Weindl
- Karlsruhe Institute of Technology, Institut für Kernphysik, Karlsruhe, Germany
| | - L Wiencke
- Colorado School of Mines, Golden, CO, USA
| | - H Wilczyński
- Institute of Nuclear Physics PAN, Krakow, Poland
| | - T Winchen
- Vrije Universiteit Brussels, Brussels, Belgium
| | - M Wirtz
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Wittkowski
- Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany
| | - B Wundheiler
- Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM), Buenos Aires, Argentina
| | - A Yushkov
- Institute of Physics of the Czech Academy of Sciences, Prague, Czech Republic
| | - O Zapparrata
- Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - E Zas
- Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - D Zavrtanik
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - M Zavrtanik
- Experimental Particle Physics Department, J. Stefan Institute, Ljubljana, Slovenia
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - L Zehrer
- Center for Astrophysics and Cosmology (CAC), University of Nova Gorica, Nova Gorica, Slovenia
| | - A Zepeda
- Centro de Investigación y de Estudios Avanzados del IPN (CINVESTAV), México, D.F., México
| | - M Ziolkowski
- Universität Siegen, Fachbereich 7 Physik-Experimentelle Teilchenphysik, Siegen, Germany
| | - F Zuccarello
- Università di Catania, Dipartimento di Fisica e Astronomia, Catania, Italy
- INFN, Sezione di Catania, Catania, Italy
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Pelzer BW, Seufert R, Koldehoff M, Liebregts T, Schmidt D, Buer J, Rath PM, Steinmann J. Performance of the AsperGenius® PCR assay for detecting azole resistant Aspergillus fumigatus in BAL fluids from allogeneic HSCT recipients: A prospective cohort study from Essen, West Germany. Med Mycol 2020; 58:268-271. [PMID: 31111913 DOI: 10.1093/mmy/myz050] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 04/11/2019] [Accepted: 04/17/2019] [Indexed: 11/13/2022] Open
Abstract
In this study a commercially available multiplex real-time PCR (AsperGenius®) was evaluated for its efficacy in detecting Aspergillus fumigatus and azole resistance markers in comparison with conventional culture methods and galactomannan (GM) testing from BAL fluids in allogeneic HSCT recipients. Between January 2015 and May 2017 100 allogeneic HSCT recipients with pulmonary infiltrates and suspicion of invasive fungal infection were recruited to the study from a tertiary care center in Germany. BAL fluid was routinely assessed using the following diagnostic tests: AsperGenius® PCR assay, GM testing (cut-off: 1.0) and conventional culture. Susceptibility testing of azoles was performed by using Etest and, in case presenting elevated MICs, PCR for mutations in the cyp51A gene was carried out. Criteria of EORTC/MSG were used to classify the patients for invasive fungal disease. According to the EORTC/MSG criteria 23 patients presented with probable invasive aspergillosis (IA). Aspergillus PCR showed a sensitivity of 65% for probable IA cases. A combination of PCR and GM results in BAL displayed a sensitivity of 96% (22/23) and 100% specificity. Mutations in the cyp51A gene were detected by PCR in three cases (3/23; 13%) which were also found resistant with the culture method. In one case a Y121F/T289A mutation and in two cases a L98H were found. The combination of a commercial Aspergillus PCR assay and GM testing from BAL demonstrated a high sensitivity and specificity for diagnosing IA in allogeneic HSCT recipients. The Aspergillus PCR assay was not superior in detecting azole resistant A. fumigatus compared to culture.
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Affiliation(s)
- B W Pelzer
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - R Seufert
- Institute of Clinical Hygiene, Medical Microbiology and Infectiology, Paracelsus Medical University, Nuremberg, Germany
| | - M Koldehoff
- Department of Bone Marrow Transplantation, West German Cancer Center, University Hospital Essen, Essen, Germany
| | - T Liebregts
- Department of Bone Marrow Transplantation, West German Cancer Center, University Hospital Essen, Essen, Germany
| | - D Schmidt
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - J Buer
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - P-M Rath
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - J Steinmann
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany.,Institute of Clinical Hygiene, Medical Microbiology and Infectiology, Paracelsus Medical University, Nuremberg, Germany
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Ruwe L, Schmidt D, Heidermann T, Gutte F, Bosse P, Lucassen A. Comparative study on the performance of the standardized test method for detonation flame arresters. CHEM-ING-TECH 2020. [DOI: 10.1002/cite.202055112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- L. Ruwe
- Physikalisch-Technische Bundesanstalt (PTB) Fachbereich 3.7 „Grundlagen des Explosionsschutzes” Bundesallee 100 38116 Braunschweig Germany
| | - D. Schmidt
- Bundesanstalt für Materialforschung und -prüfung (BAM) Fachbereich 2.4 „Konstruktiver Brand- und Explosionsschutz Gase” Unter den Eichen 87 12205 Berlin Germany
| | - T. Heidermann
- Braunschweiger Flammenfilter GmbH Industriestraße 11 38110 Braunschweig Germany
| | - F. Gutte
- IBExU Institut für Sicherheitstechnik GmbH Fuchsmühlenweg 7 09599 Freiberg Germany
| | - P. Bosse
- KITO Armaturen GmbH Grotian-Steinweg-Straße 1c 38112 Braunschweig Germany
| | - A. Lucassen
- Physikalisch-Technische Bundesanstalt (PTB) Fachbereich 3.7 „Grundlagen des Explosionsschutzes” Bundesallee 100 38116 Braunschweig Germany
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Schmidt D. It was Curt Cüppers who first described the visuscope to assess eccentric fixation in the amblyopic eye. Strabismus 2020; 28:97-98. [DOI: 10.1080/09273972.2020.1751423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- D. Schmidt
- University Eye Hospital, Freiburg, Germany
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Abstract
To elucidate the effect of the architecture of supported bimetallic nanocatalysts, we developed a new lattice kinetic Monte Carlo based on the classifying and counting adsorption sites with respect to their generalized coordination number. We employed this tool to estimate the activity of MgO-supported PtNi nanoalloys for oxygen reduction. We demonstrated that the presence of Ni atoms in contact with the substrate massively enhances their activity with at least a 7-order of magnitude increase in the turnover of water production with respect to the case where only Pt lay at the interface. We further discussed how the nanoalloy shape affects the activity showing that truncated octahedra are 102 more active than cuboctahedra of similar size. We explained our results in terms of their distinct distribution and occurrence of the most active sites for oxygen reduction leading to the stabilization of different chemical species during the reaction dynamics. Our results suggest that engineering multifaceted and long edge PtNi-nanoalloys with a certain chemical ordering at the support interface would improve their catalytic performance for the oxygen reduction reaction.
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Affiliation(s)
- D Schmidt
- Department of Physics and Astronomy, University College London, London, United Kingdom
| | - G G Asara
- Department of Physics, King's College London, London, United Kingdom
| | - F Baletto
- Department of Physics, King's College London, London, United Kingdom
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Eastwood CR, Greer J, Schmidt D, Muir J, Sargeant K. Identifying current challenges and research priorities to guide the design of more attractive dairy-farm workplaces in New Zealand. Anim Prod Sci 2020. [DOI: 10.1071/an18568] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Globally, dairy farmers face issues with attracting and retaining high-quality staff. In the present study, a qualitative research method was used to explore the current challenges in relation to people on farm, the approaches currently used by farmers to make dairying more attractive and productive for people, and perspectives on the challenges for attracting and retaining people on future farms. Current challenges were in the areas of recruitment, productivity, skills and learning, farm and industry structural issues, and impact of farm profitability on ability to implement new people practices. Participants’ vision of the future dairy workplace was one that is highly dynamic, more open to consumers and the community, and largely data-driven. We suggest that dairy workplace research priorities focus on the design and testing of new systems to provide people with meaningful work and a good lifestyle, without compromising profit. Specific priorities include using new ways of connecting and communicating to create engaged and effective teams, developing flexible farm teams who deeply understand their role in the value chain and the consumer connection, defining the opportunity for technology to make the job easier and more enjoyable, developing farm systems that are safe, innovative, and provide a good career, and helping farming businesses demonstrate their people performance to consumers.
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Ulrych J, Adámková V, Matek J, Komarc M, Frýba V, Schmidt D, Koželský P, Studená A, Bříza J, Krška Z. Intra-abdominal candidiasis in surgical intensive care unit - epidemiology characteristics and trends. Epidemiol Mikrobiol Imunol 2020; 69:57-63. [PMID: 32819104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
OBJECTIVES Intra-abdominal candidiasis (IAC) is an invasive fungal infection representing the most common type of invasive Candida infection in surgical intensive care units (ICUs). Recently, decreased antifungal susceptibility and progressive shift in the aetiology of invasive candidiasis has been observed worldwide. We explored IAC epidemiology in surgical ICU. MATERIAL AND METHODS We retrospectively reviewed the records of 64 patients with IAC admitted at our surgical ICU over a 4-year period (2013-2016). IAC incidence, microbiological results, antifungal therapy, and mortality were analysed. RESULTS The cumulative IAC incidence was 18.4 cases per 1000 admissions (2013: 12.6; 2014: 17.7; 2015: 16.8; 2016: 24.5), including hospital-acquired IAC incidence (2013: 9.8; 2014: 13.3; 2015 10.1; 2016: 13.3) and community-acquired IAC incidence (2013: 2.8; 2014: 4.4; 2015: 6.7; 2016: 11.2). Candida albicans represented the most common species (n = 35, 50.0%) followed by Candida glabrata (n = 15, 21.4%), Candida tropicalis (n = 6, 8.6%) and other yeasts (each < 5.0%). Incidence rate of C. albicans (2013: 7(78%); 2014: 10(59%); 2015: 6(35%); 2016: 12(44%)) and incidence rate of C. non-albicans (2013: 2(22%); 2014: 7(41%); 2015: 9(53%); 2016: 14(52%)) were different in trend. All fungal isolates were susceptible to echinocandins, amphotericin B and voriconazole. Regarding fluconazole susceptibility, C. krusei (n = 3) was resistant and C. glabrata (n = 9) was susceptible-dose dependent (SDD). The ratio of SDD C. glabrata isolates to all isolated C. glabrata strains was 9/15 (60%) (2013: 0/2; 2014: 0/2; 2015: 1/3; 2016: 8/8). Decreased fluconazole susceptibility for C. glabrata isolates was reported in both community-acquired IAC (n = 3) and hospital-acquired IAC (n = 6). Overall 30-day mortality rate was 25.0% (16/64). CONCLUSIONS We have revealed slowly raising of overall IAC incidence, more increasing trend in incidence of community-acquired IAC compared to rather steady incidence of hospital-acquired IAC. During period 2013-2016 we have observed a significant shift in the aetiology of IAC towards an increased proportion of non-albicans Candida species, particularly C. glabrata. Acquired decreased fluconazole susceptibility was related to C. glabrata isolates exclusively. Emergence of decreased antifungal susceptibility has been preceded by increase of non-albicans Candida isolates.
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Sortino L, Zotev PG, Mignuzzi S, Cambiasso J, Schmidt D, Genco A, Aßmann M, Bayer M, Maier SA, Sapienza R, Tartakovskii AI. Enhanced light-matter interaction in an atomically thin semiconductor coupled with dielectric nano-antennas. Nat Commun 2019; 10:5119. [PMID: 31712619 PMCID: PMC6848120 DOI: 10.1038/s41467-019-12963-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 10/07/2019] [Indexed: 11/25/2022] Open
Abstract
Unique structural and optical properties of atomically thin two-dimensional semiconducting transition metal dichalcogenides enable in principle their efficient coupling to photonic cavities having the optical mode volume close to or below the diffraction limit. Recently, it has become possible to make all-dielectric nano-cavities with reduced mode volumes and negligible non-radiative losses. Here, we realise low-loss high-refractive-index dielectric gallium phosphide (GaP) nano-antennas with small mode volumes coupled to atomic mono- and bilayers of WSe\documentclass[12pt]{minimal}
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\begin{document}$${}_{2}$$\end{document}2. We observe a photoluminescence enhancement exceeding 10\documentclass[12pt]{minimal}
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\begin{document}$${}_{2}$$\end{document}2 placed on planar GaP, and trace its origin to a combination of enhancement of the spontaneous emission rate, favourable modification of the photoluminescence directionality and enhanced optical excitation efficiency. A further effect of the coupling is observed in the photoluminescence polarisation dependence and in the Raman scattering signal enhancement exceeding 10\documentclass[12pt]{minimal}
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\begin{document}$${}^{3}$$\end{document}3. Our findings reveal dielectric nano-antennas as a promising platform for engineering light-matter coupling in two-dimensional semiconductors. Dielectric nano-antennas may be used as a platform for boosting light-matter coupling in 2D semiconductors. Here, the authors demonstrate the coupling of atomically thin WSe\documentclass[12pt]{minimal}
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Affiliation(s)
- L Sortino
- Department of Physics and Astronomy, University of Sheffield, Sheffield, S3 7RH, UK.
| | - P G Zotev
- Department of Physics and Astronomy, University of Sheffield, Sheffield, S3 7RH, UK
| | - S Mignuzzi
- The Blackett Laboratory, Department of Physics, Imperial College London, London, SW7 2BW, UK
| | - J Cambiasso
- The Blackett Laboratory, Department of Physics, Imperial College London, London, SW7 2BW, UK
| | - D Schmidt
- Experimentelle Physik 2, Technische Universität Dortmund, 44221, Dortmund, Germany
| | - A Genco
- Department of Physics and Astronomy, University of Sheffield, Sheffield, S3 7RH, UK
| | - M Aßmann
- Experimentelle Physik 2, Technische Universität Dortmund, 44221, Dortmund, Germany
| | - M Bayer
- Experimentelle Physik 2, Technische Universität Dortmund, 44221, Dortmund, Germany
| | - S A Maier
- The Blackett Laboratory, Department of Physics, Imperial College London, London, SW7 2BW, UK.,Chair in Hybrid Nanosystems, Nanoinstitute Munich, Faculty of Physics, Ludwig-Maximilians-Universität München, 80539, Munich, Germany
| | - R Sapienza
- The Blackett Laboratory, Department of Physics, Imperial College London, London, SW7 2BW, UK
| | - A I Tartakovskii
- Department of Physics and Astronomy, University of Sheffield, Sheffield, S3 7RH, UK.
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Aab A, Abreu P, Aglietta M, Albuquerque I, Albury J, Allekotte I, Almela A, Alvarez Castillo J, Alvarez-Muñiz J, Anastasi G, Anchordoqui L, Andrada B, Andringa S, Aramo C, Asorey H, Assis P, Avila G, Badescu A, Bakalova A, Balaceanu A, Barbato F, Barreira Luz R, Baur S, Becker K, Bellido J, Berat C, Bertaina M, Bertou X, Biermann P, Biteau J, Blaess S, Blanco A, Blazek J, Bleve C, Boháčová M, Boncioli D, Bonifazi C, Borodai N, Botti A, Brack J, Bretz T, Bridgeman A, Briechle F, Buchholz P, Bueno A, Buitink S, Buscemi M, Caballero-Mora K, Caccianiga L, Calcagni L, Cancio A, Canfora F, Carceller J, Caruso R, Castellina A, Catalani F, Cataldi G, Cazon L, Cerda M, Chinellato J, Chudoba J, Chytka L, Clay R, Cobos Cerutti A, Colalillo R, Coleman A, Coluccia M, Conceição R, Condorelli A, Consolati G, Contreras F, Convenga F, Cooper M, Coutu S, Covault C, Daniel B, Dasso S, Daumiller K, Dawson B, Day J, de Almeida R, de Jong S, De Mauro G, de Mello Neto J, De Mitri I, de Oliveira J, de Oliveira Salles F, de Souza V, Debatin J, del Río M, Deligny O, Dhital N, Díaz Castro M, Diogo F, Dobrigkeit C, D’Olivo J, Dorosti Q, dos Anjos R, Dova M, Dundovic A, Ebr J, Engel R, Erdmann M, Escobar C, Etchegoyen A, Falcke H, Farmer J, Farrar G, Fauth A, Fazzini N, Feldbusch F, Fenu F, Ferreyro L, Figueira J, Filipčič A, Freire M, Fujii T, Fuster A, García B, Gemmeke H, Gherghel-Lascu A, Ghia P, Giaccari U, Giammarchi M, Giller M, Głas D, Glombitza J, Gobbi F, Golup G, Gómez Berisso M, Gómez Vitale P, Gongora J, González N, Goos I, Góra D, Gorgi A, Gottowik M, Grubb T, Guarino F, Guedes G, Guido E, Halliday R, Hampel M, Hansen P, Harari D, Harrison T, Harvey V, Haungs A, Hebbeker T, Heck D, Heimann P, Hill G, Hojvat C, Holt E, Homola P, Hörandel J, Horvath P, Hrabovský M, Huege T, Hulsman J, Insolia A, Isar P, Jandt I, Johnsen J, Josebachuili M, Jurysek J, Kääpä A, Kampert K, Keilhauer B, Kemmerich N, Kemp J, Klages H, Kleifges M, Kleinfeller J, Krause R, Kuempel D, Kukec Mezek G, Kuotb Awad A, Lago B, LaHurd D, Lang R, Legumina R, Leigui de Oliveira M, Lenok V, Letessier-Selvon A, Lhenry-Yvon I, Lippmann O, Lo Presti D, Lopes L, López R, López Casado A, Lorek R, Luce Q, Lucero A, Malacari M, Mancarella G, Mandat D, Manning B, Mantsch P, Mariazzi A, Mariş I, Marsella G, Martello D, Martinez H, Martínez Bravo O, Mastrodicasa M, Mathes H, Mathys S, Matthews J, Matthiae G, Mayotte E, Mazur P, Medina-Tanco G, Melo D, Menshikov A, Merenda KD, Michal S, Micheletti M, Middendorf L, Miramonti L, Mitrica B, Mockler D, Mollerach S, Montanet F, Morello C, Morlino G, Mostafá M, Müller A, Muller M, Müller S, Mussa R, Nellen L, Nguyen P, Niculescu-Oglinzanu M, Niechciol M, Nitz D, Nosek D, Novotny V, Nožka L, Nucita A, Núñez L, Olinto A, Palatka M, Pallotta J, Panetta M, Papenbreer P, Parente G, Parra A, Pech M, Pedreira F, Pȩkala J, Pelayo R, Peña-Rodriguez J, Pereira L, Perlin M, Perrone L, Peters C, Petrera S, Phuntsok J, Pierog T, Pimenta M, Pirronello V, Platino M, Poh J, Pont B, Porowski C, Prado R, Privitera P, Prouza M, Puyleart A, Querchfeld S, Quinn S, Ramos-Pollan R, Rautenberg J, Ravignani D, Reininghaus M, Ridky J, Riehn F, Risse M, Ristori P, Rizi V, Rodrigues de Carvalho W, Rodriguez Rojo J, Roncoroni M, Roth M, Roulet E, Rovero A, Ruehl P, Saffi S, Saftoiu A, Salamida F, Salazar H, Salina G, Sanabria Gomez J, Sánchez F, Santos E, Santos E, Sarazin F, Sarmento R, Sarmiento-Cano C, Sato R, Savina P, Schauer M, Scherini V, Schieler H, Schimassek M, Schimp M, Schlüter F, Schmidt D, Scholten O, Schovánek P, Schröder F, Schröder S, Schumacher J, Sciutto S, Scornavacche M, Shellard R, Sigl G, Silli G, Sima O, Šmída R, Snow G, Sommers P, Soriano J, Souchard J, Squartini R, Stanca D, Stanič S, Stasielak J, Stassi P, Stolpovskiy M, Streich A, Suarez F, Suárez-Durán M, Sudholz T, Suomijärvi T, Supanitsky A, Šupík J, Szadkowski Z, Taboada A, Taborda O, Tapia A, Timmermans C, Todero Peixoto C, Tomé B, Torralba Elipe G, Travaini A, Travnicek P, Trini M, Tueros M, Ulrich R, Unger M, Urban M, Valdés Galicia J, Valiño I, Valore L, van Bodegom P, van den Berg A, van Vliet A, Varela E, Vargas Cárdenas B, Veberič D, Ventura C, Vergara Quispe I, Verzi V, Vicha J, Villaseñor L, Vink J, Vorobiov S, Wahlberg H, Watson A, Weber M, Weindl A, Wiedeński M, Wiencke L, Wilczyński H, Winchen T, Wirtz M, Wittkowski D, Wundheiler B, Yang L, Yushkov A, Zas E, Zavrtanik D, Zavrtanik M, Zehrer L, Zepeda A, Zimmermann B, Ziolkowski M, Zong Z, Zuccarello F. Data-driven estimation of the invisible energy of cosmic ray showers with the Pierre Auger Observatory. Int J Clin Exp Med 2019. [DOI: 10.1103/physrevd.100.082003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Seufert R, Sedlacek L, Kahl B, Hogardt M, Hamprecht A, Haase G, Gunzer F, Haas A, Grauling-Halama S, MacKenzie CR, Essig A, Stehling F, Sutharsan S, Dittmer S, Killengray D, Schmidt D, Eskandarian N, Steinmann E, Buer J, Hagen F, Meis JF, Rath PM, Steinmann J. Prevalence and characterization of azole-resistant Aspergillus fumigatus in patients with cystic fibrosis: a prospective multicentre study in Germany. J Antimicrob Chemother 2019; 73:2047-2053. [PMID: 29684150 DOI: 10.1093/jac/dky147] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 03/23/2018] [Indexed: 11/14/2022] Open
Abstract
Objectives Aspergillus fumigatus is the most prevalent filamentous fungus in the respiratory tract of patients with cystic fibrosis (CF). The aim of this prospective multicentre study was to investigate the prevalence of azole-resistant A. fumigatus (ARAF) in respiratory secretions from CF patients across Germany and to characterize ARAF isolates by phenotypic and molecular methods. Methods Twelve tertiary care centres from Germany participated in the study. In total, 2888 A. fumigatus isolates from 961 CF patients were screened for ARAF by using azole-containing agar plates. Antifungal susceptibility testing of isolates was performed by broth microdilution according to EUCAST guidelines. Analysis of mutations mediating resistance was performed using PCR and sequencing of the cyp51A gene. Furthermore, genotyping by microsatellite PCR was performed. Results Of a total of 2888 A. fumigatus isolates, 101 isolates from 51 CF patients were found to be azole resistant (prevalence per patient 5.3%). The Essen centre had the highest prevalence (9.1%) followed by Munich (7.8%), Münster (6.0%) and Hannover (5.2%). Most ARAF isolates (n = 89) carried the TR34/L98H mutation followed by eight G54E/R, one TR46/Y121F/T289A and one F219S mutation. In two isolates no mutation was found. Genotyping results showed no major clustering. Forty-five percent of CF patients with ARAF had previously received azole therapy. Conclusions This is the first multicentre study analysing the prevalence of ARAF isolates in German CF patients. Because of a resistance rate of up to 9%, susceptibility testing of A. fumigatus isolates from CF patients receiving antifungal treatment should be part of standard diagnostic work-up.
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Affiliation(s)
- R Seufert
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
- Institute of Clinical Hygiene, Medical Microbiology and Infectiology, Paracelsus Medical University, Nuremberg, Germany
| | - L Sedlacek
- Institute of Medical Microbiology and Hospital Epidemiology, Hannover Medical School, Hannover, Germany
| | - B Kahl
- Institute of Medical Microbiology, University Clinics Münster, Münster, Germany
| | - M Hogardt
- Institute of Medical Microbiology and Infection Control, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - A Hamprecht
- Institute for Medical Microbiology, Immunology and Hygiene, University Hospital of Cologne, Cologne, Germany
| | - G Haase
- Clinical Laboratory and Diagnostic Services (LDZ), Rheinisch-Westfälische Technische Hochschule Aachen University Hospital, Aachen, Germany
| | - F Gunzer
- Institute of Medical Microbiology and Hygiene, Faculty of Medicine Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - A Haas
- Max von Pettenkofer-Institute of Hygiene and Medical Microbiology, Ludwig-Maximilians-University Hospital, Munich, Germany
| | - S Grauling-Halama
- Department of Infectious Diseases, Medical Microbiology and Hygiene, Ruprecht-Karls University Heidelberg, Heidelberg, Germany
- Department of Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany
| | - C R MacKenzie
- Institute of Medical Microbiology and Hospital Hygiene, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - A Essig
- Institute of Medical Microbiology and Hygiene, Ulm University Hospital, Ulm, Germany
| | - F Stehling
- Department of Pediatric Pulmonology and Sleep Medicine, University of Duisburg-Essen, Children's Hospital, Essen, Germany
| | - S Sutharsan
- Department of Pneumology, Ruhrlandklinik, West German Lung Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - S Dittmer
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - D Killengray
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - D Schmidt
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - N Eskandarian
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - E Steinmann
- Institute for Experimental Virology, TWINCORE Centre for Experimental and Clinical Infection Research [a joint venture between the Medical School Hannover (MHH) and the Helmholtz Centre for Infection Research (HZI)], Hannover, Germany
- Department of Molecular and Medical Virology, Ruhr-University Bochum, Bochum, Germany
| | - J Buer
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - F Hagen
- Department of Medical Microbiology and Infectious Diseases, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
- Department of Medical Mycology, Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
| | - J F Meis
- Department of Medical Microbiology and Infectious Diseases, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
- Centre of Expertise in Mycology, Radboud University Medical Centre/Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
- Department of Medical Microbiology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - P-M Rath
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - J Steinmann
- Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
- Institute of Clinical Hygiene, Medical Microbiology and Infectiology, Paracelsus Medical University, Nuremberg, Germany
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Poller W, Haghikia A, Gast M, Nakagawa S, Rauch B, Schmidt D, Schumann P, Hirose T, Kuehl A, Landmesser U. P5393Deficiency of the long noncoding RNA NEAT1 disturbs T cell and monocyte-macrophage lineage differentiation and functions and results in systemic inflammation with high circulating interferon levels. Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz746.0353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Inflammation is a key driver of atherosclerosis and myocardial infarction (MI), and beyond proteins and microRNAs, long noncoding RNAs (lncRNAs) are implicated in inflammation control. To obtain further information on the role of lncRNAs in the context of atherosclerosis, we analyzed transcriptome maps of circulating immune cells (PBMCs) of post-MI patients in whom the lncRNA NEAT1 was suppressed. Here, we report immune disturbances in murine NEAT1 knockout models with wildtype or ApoE−/− genetic background.
Methods and results
RNA-sequencing (RNA-seq) of PBMCs from post-MI patients revealed profound transcriptome disturbances compared to healthy controls. Among these, NEAT1 suppression was notable since it affected the most highly expressed lncRNA as part of a molecular circuit also encompassing chemokines and interleukins.
We used NEAT1−/− mice to evaluate whether NEAT1 depletion per se may cause immune dysfunction. NEAT1−/− splenocytes displayed enhanced baseline ROS production, and RNA-seq identified anomalous expression and regulation of chemokines/ receptors, innate immunity genes, TNF and caspases. FACS revealed displayed anomalous Treg and TH cell differentiation in NEAT1−/− spleens vs. wildtype (WT).
Beyond grossly altered transcriptome, NEAT1−/− bone marrow derived macrophages (BMDMs) responded to LPS with increased (p<0.001) ROS production, enhanced baseline phagocytic activity (p<0.001), and attenuated proliferation (p=0.001). FACS revealed deregulated monocyte-macrophage differentiation in NEAT1−/− bone marrow and blood.
Further, NEAT1−/− mice displayed aortic wall CD68+ cell infiltration and there was evidence of myocardial inflammation which could lead to severe and potentially life-threatening structural damage in some of these animals. This observation suggests that even stochastic activation of the highly unstable NEAT1−/− immune system may trigger uncontrolled pathogenic cascades, explaining the survival disadvantage of NEAT1−/− mice.
In addition to these studies on homozygous NEAT1−/− deficiency in WT background, we obtained data on mice with partial i.e. heterozygous NEAT1−/+ deficiency on ApoE−/− background. Analysis of this new NEAT1−/+ ApoE−/− strain indicates that even partial NEAT1 deficiency leads to systemic inflammation with high IFN-gamma levels, when the animals are exposed to immune stress e.g. high LDL cholesterol.
Conclusions
Regarding the monocyte-enriched NEAT1 suppressed in post-MI PBMCs, the data from NEAT1−/− and NEAT1−/+ ApoE−/− mice document NEAT1 as a key immune system coordinator whose deficiency affects monocyte-macrophage and T cell differentiation and functions and renders the immune system unstable and highly vulnerable to immune stress. Since in patients NEAT1 is part of a molecular circuit persistently deregulated post-MI, too, it appears reasonable to further search for new therapeutic targets within this circuit, taking advantage of the described genetic animal models.
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Affiliation(s)
- W Poller
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - A Haghikia
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - M Gast
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - S Nakagawa
- Hokkaido University, Pharmaceutical Sciences, Sapporo, Japan
| | - B Rauch
- Universitätsmedizin Greifswald, Institute for Pharmacology, Greifswald, Germany
| | - D Schmidt
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - P Schumann
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - T Hirose
- Hokkaido University, Institute for Genetic Medicine, Sapporo, Japan
| | - A Kuehl
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - U Landmesser
- Charite - Campus Benjamin Franklin, Berlin, Germany
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Zimmermann F, Schmidt D, Escher U, Jasina A, Roessler J, Heimesaat MM, Gast M, Poller W, Kratzer A, Giral Arnal H, Schumann P, Leistner DM, Landmesser U, Haghikia A. 54Role of the gut microbiome for the cholesterol lowering effect of atorvastatin. Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz747.0007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background and aims
Statins show interindividual differences in the extent of low-density lipoprotein cholesterol (LDL-C) reduction. The mechanisms of this interindividual variation are not fully understood. Here, we examined the potential role of the gut microbiome for the LDL-C lowering property of atorvastatin.
Methods
Mice (C57BL/6) with either intact (conventional mice, CONV, n=24) or with antiobiotic depleted gut microbiome (gnotobiotic, n=16), were put on standard chow diet (SCD) (n=11) or high fat diet (HFD) (n=29) for 6 weeks. During the last 4 weeks atorvastatin (Ator, 10mg/kg body weight/day) or control vehicle was orally applied via gavage. Blood levels of LDL-C and glucose and body weight after 6 weeks of treatment were compared between the groups. Expression of genes involved in hepatic and intestinal cholesterol-metabolism were examined. Faeces of CONV mice were analyzed for alteration of the gut microbiota profile upon atorvastatin treatment using 16S rRNA qPCR.
Results
HFD fed mice with intact gut microbiome showed significantly increased blood LDL-C levels as compared to SCD (HFD: 36.8±1.4 mg/dl vs. SCD: 22.0±1.8 mg/dl; P<0.01). Bodyweight gain or blood glucose levels after HFD were not significantly different between CONV and gnotobiotic mice. While in CONV mice atorvastatin significantly reduced LDL-C levels after HFD, in gnotobiotic mice the LDL-C lowering effect of atorvastatin was attenuated (CONV+HFD+Ator: 31.0±1.8 mg/dl vs. gnotobiotic mice+HFD+Ator: 46.4±3 mg/dl; P<0.01). The expression of genes involved in hepatic cholesterol synthesis was not significantly altered in gnotobiotic mice as compared to CONV mice. In CONV mice HFD decreased the relative abundance of the bacterial phyla Bacteroidetes and increased the abundance of Firmicutes as compared to SCD. The ratio between Firmicutes to Bacteroidetes was shifted towards control conditions upon atorvastatin treatment.
Conclusions
The results of this study suggest a regulatory impact of atorvastatin on the gut-microbial profile and, in turn, a crucial role of the gut-microbiome for the LDL-C lowering effect of atorvastatin independent of its regulation of hepatic cholesterol synthesis. Our findings provide novel insight into potential microbiota-related mechanisms causing interindividual variation in LDL-C lowering effects of statins.
Acknowledgement/Funding
German Heart Research Foundation
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Affiliation(s)
- F Zimmermann
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - D Schmidt
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - U Escher
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - A Jasina
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - J Roessler
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | | | - M Gast
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - W Poller
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - A Kratzer
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | | | - P Schumann
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - D M Leistner
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - U Landmesser
- Charite - Campus Benjamin Franklin, Berlin, Germany
| | - A Haghikia
- Charite - Campus Benjamin Franklin, Berlin, Germany
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Perera MNMN, Schmidt D, Gibbs WEK, Juodkazis S, Stoddart PR. Influence of the dielectric substrate on the effective optical constants of silver plasmonic films. Appl Opt 2019; 58:6038-6044. [PMID: 31503924 DOI: 10.1364/ao.58.006038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 07/04/2019] [Indexed: 06/10/2023]
Abstract
The effective optical properties of plasmonic thin films can be used to model the far-field response of nanostructured materials to an incident electromagnetic field. In the present work, optically thin nanostructured silver (Ag) plasmonic films were fabricated on transparent dielectric substrates of soda-lime glass, sapphire, and fused silica using oblique angle deposition. The influence of the underlying dielectric substrate on the effective optical properties of the nanostructured layer was investigated by an ellipsometric-optical model based on Mueller matrix ellipsometry. The wavelength-dependent uniaxial optical responses of the nanostructured Ag films fabricated on sapphire were modeled with three Gaussian and one Tanguy oscillator, representing key optical phenomena over the range from 300 to 1000 nm. In comparison with the same Ag films on glass, the results confirm that the effective optical properties cannot be considered in isolation from the substrate. As expected, the extinction peak associated with the localized surface plasmon resonance was redshifted by approximately 220 nm per unit of the substrate refractive index. Importantly, it was found that the direction of incidence also influences the film behavior, with a substantial redshift in the extinction peak for light directed through the dielectric compared to free-space illumination. This property can have a significant effect on the far-field performance of these films.
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Abstract
BACKGROUND Animal models when carefully selected, designed and conducted, are important parts of any translational drug development strategy. However, research of new compounds for patients with drugresistant epilepsies is still based on animal experiments, mostly in rodents, which are far from being a model of chronic human epilepsy and have failed to differentiate the efficacy of new compounds versus standard drug treatment. OBJECTIVE The objective was identification and description of compounds in clinical development in 2016. METHOD Search was conducted from the website of the U.S. National Institutes of Health and from literature. RESULTS Identified compounds have been divided in two groups: 1) compounds initially developed for the treatment of diseases other than epilepsy: biperiden, bumetanide, everolimus, fenfluramine, melatonin, minocycline, verapamil. 2) Compounds specifically developed for the treatment of epilepsy: allopregnanolone, cannabidiol, cannabidivarin, ganaxolone, nalutozan, PF-06372865, UCB0942, and cenobamate. Everolimus, and perhaps, fenfluramine are effective in specific epileptic diseases and may be considered as true disease modifying antiepileptic drugs. These are tuberous sclerosis complex for everolimus and Dravet syndrome for fenfluramine. With the exception of a few other compounds such as cannabinidiol, cannabidivarin and minocycline, the vast majority of other compounds had mechanisms of action which are similar to the mechanism of action of the anti-seizure drugs already in the market. CONCLUSION Substantial improvements in the efficacy, specifically as pharmacological treatment of drug-resistant epilepsy is regarded, are not expected. New drugs should be developed to specifically target the biochemical alteration which characterizes the underlying disease and also include targets that contribute to epileptogenesis in relevant epilepsy models.
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Affiliation(s)
- Gaetano Zaccara
- Unit of Neurology, San Giovanni di Dio Hospital, Via Di Torregalli n 3, 50143, Firenze, Italy
| | - D Schmidt
- Epilepsy Research Group Berlin, Berlin, Germany
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Hunziker L, Radovanovic D, Jeger R, Pedrazzini G, Cuculi F, Urban P, Erne P, Rickli H, Pilgrim T, Hess F, Simon R, Hangartner P, Hufschmid U, Hornig B, Altwegg L, Trummler S, Windecker S, Rueff T, Loretan P, Roethlisberger C, Evéquoz D, Mang G, Ryser D, Müller P, Jecker R, Kistler W, Hongler T, Stäuble S, Freiwald G, Schmid H, Stauffer J, Cook S, Bietenhard K, Roffi M, Wojtyna W, Schönenberger R, Simonin C, Waldburger R, Schmidli M, Federspiel B, Weiss E, Marty H, Weber K, Zender H, Poepping I, Hugi A, Koltai E, Iglesias J, Erne P, Heimes T, Jordan B, Pagnamenta A, Feraud P, Beretta E, Stettler C, Repond F, Widmer F, Heimgartner C, Polikar R, Bassetti S, Iselin H, Giger M, Egger P, Kaeslin T, Fischer A, Herren T, Eichhorn P, Neumeier C, Flury G, Girod G, Vogel R, Niggli B, Yoon S, Nossen J, Stoller U, Veragut U, Bächli E, Weber A, Schmidt D, Hellermann J, Eriksson U, Fischer T, Peter M, Gasser S, Fatio R, Vogt M, Ramsay D, Wyss C, Bertel O, Maggiorini M, Eberli F, Christen S. Twenty-Year Trends in the Incidence and Outcome of Cardiogenic Shock in AMIS Plus Registry. Circ Cardiovasc Interv 2019; 12:e007293. [DOI: 10.1161/circinterventions.118.007293] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Lukas Hunziker
- Department of Cardiology, Bern University Hospital, Switzerland (L.H., T.P.)
| | - Dragana Radovanovic
- AMIS Plus Data Center, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Switzerland (D.R.)
| | - Raban Jeger
- Division of Cardiology, University Hospital Basel, Switzerland (R.J.)
| | | | - Florim Cuculi
- Heart Centre Lucerne, Luzerner Kantonsspital, Switzerland (F.C.)
| | - Philip Urban
- Cardiology Department, La Tour Hospital, Geneva, Switzerland (P.U.)
| | - Paul Erne
- Department of Biomedicine, University of Basel, Switzerland (P.E.)
| | - Hans Rickli
- Department of Cardiology, Kantonsspital St. Gallen, Switzerland (H.R.)
| | - Thomas Pilgrim
- Department of Cardiology, Bern University Hospital, Switzerland (L.H., T.P.)
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