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Dong Y, Kang H, Peng R, Liu Z, Liao F, Hu SA, Ding W, Wang P, Yang P, Zhu M, Wang S, Wu M, Ye D, Gan X, Li F, Song K. A clinical-stage Nrf2 activator suppresses osteoclast differentiation via the iron-ornithine axis. Cell Metab 2024; 36:1679-1695.e6. [PMID: 38569557 DOI: 10.1016/j.cmet.2024.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 12/14/2023] [Accepted: 03/10/2024] [Indexed: 04/05/2024]
Abstract
Activating Nrf2 by small molecules is a promising strategy to treat postmenopausal osteoporosis. However, there is currently no Nrf2 activator approved for treating chronic diseases, and the downstream mechanism underlying the regulation of Nrf2 on osteoclast differentiation remains unclear. Here, we found that bitopertin, a clinical-stage glycine uptake inhibitor, suppresses osteoclast differentiation and ameliorates ovariectomy-induced bone loss by activating Nrf2. Mechanistically, bitopertin interacts with the Keap1 Kelch domain and decreases Keap1-Nrf2 binding, leading to reduced Nrf2 ubiquitination and degradation. Bitopertin is associated with less adverse events than clinically approved Nrf2 activators in both mice and human subjects. Furthermore, Nrf2 transcriptionally activates ferroportin-coding gene Slc40a1 to reduce intracellular iron levels in osteoclasts. Loss of Nrf2 or iron supplementation upregulates ornithine-metabolizing enzyme Odc1, which decreases ornithine levels and thereby promotes osteoclast differentiation. Collectively, our findings identify a novel clinical-stage Nrf2 activator and propose a novel Nrf2-iron-ornithine metabolic axis in osteoclasts.
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Affiliation(s)
- Yimin Dong
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Honglei Kang
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Renpeng Peng
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zheming Liu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Fuben Liao
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Shi-An Hu
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Weizhong Ding
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Pengju Wang
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Pengchao Yang
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Meipeng Zhu
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sibo Wang
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Minglong Wu
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Dawei Ye
- Cancer Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xin Gan
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Feng Li
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - Kehan Song
- Department of Orthopaedic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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Changhai L, Zaichun W, Bo Y, Dan L, Shaohua W. Micronutrients and Allergic Diseases: A Mendelian Randomization Study. Int Arch Allergy Immunol 2024:1-11. [PMID: 39106841 DOI: 10.1159/000540376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 07/09/2024] [Indexed: 08/09/2024] Open
Abstract
INTRODUCTION Previous studies have indicated a controversy regarding the association between dietary micronutrient concentrations and the risk of allergic diseases. In this study, we employed Mendelian randomization (MR) analysis using data from two samples to investigate the causal relationship between circulating micronutrient concentrations and three allergic diseases. METHODS In this study, we considered 16 circulating micronutrients as exposure variables (beta carotene, calcium, copper, folate, iron, lycopene, magnesium, phosphorus, selenium, vitamin A1, vitamin B6, vitamin B12, vitamin C, vitamin D, vitamin E, and zinc); and three common allergic diseases (allergic asthma [AA], atopic dermatitis [AD], and allergic rhinitis [AR]) as outcomes. The inverse variance weighted (IVW) method was primarily applied for MR analysis, supplemented by MR-Egger and weighted-median methods to corroborate the IVW results; and sensitivity analysis was conducted to ensure the robustness of the MR assumptions. RESULTS Our results revealed that an increase in serum phosphorus and zinc concentrations may diminish the risk of AA, while for AD an increase in serum zinc concentration may reduce the risk, but an increase in serum vitamin C concentration may elevate the risk. As for AR, an increase in serum phosphorus and selenium concentrations appeared to be associated with a reduced risk. We did not find evidence for an association between other micronutrients and the risk of allergic diseases. CONCLUSION Our study indicates that an increase in serum phosphorus and zinc concentrations may reduce the risk of AA, while an increase in serum zinc concentration may reduce the risk of AD, but an increase in serum vitamin C concentration may elevate the risk of AD. An increase in serum phosphorus and selenium concentrations is associated with a reduced risk of AR. This provides additional support for research on the effects of micronutrients on allergic diseases.
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Affiliation(s)
- Long Changhai
- Department of Pathology, The Affiliated Hospital of Southwest Medical University, Luzhou, China,
| | - Wu Zaichun
- Department of Pathology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Yang Bo
- Department of Pathology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Li Dan
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Wang Shaohua
- Department of Pathology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
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Wei W, Qi X, Cheng B, He D, Qin X, Zhang N, Zhao Y, Chu X, Shi S, Cai Q, Yang X, Cheng S, Meng P, Hui J, Pan C, Zhao B, Liu L, Wen Y, Liu H, Jia Y, Zhang F. An atlas of causal association between micronutrients and osteoarthritis. Prev Med 2024; 185:108063. [PMID: 38997009 DOI: 10.1016/j.ypmed.2024.108063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 07/03/2024] [Accepted: 07/05/2024] [Indexed: 07/14/2024]
Abstract
OBJECTIVE This study examines the causal relationships between serum micronutrients and site-specific osteoarthritis (OA) using Mendelian Randomization (MR). METHODS This study performed a two-sample MR analysis to explore causal links between 21 micronutrients and 11 OA outcomes. These outcomes encompass overall OA, seven site-specific manifestations, and three joint replacement subtypes. Sensitivity analyses using MR methods, such as the weighted median, MR-Egger, and MR-PRESSO, assessed potential horizontal pleiotropy and heterogeneity. Genome-wide association summary statistical data were utilized for both exposure and outcome data, including up to 826,690 participants with 177,517 OA cases. All data was sourced from Genome-wide association studies datasets from 2009 to 2023. RESULTS In the analysis of associations between 21 micronutrients and 11 OA outcomes, 15 showed Bonferroni-corrected significance (P < 0.000216), without significant heterogeneity or horizontal pleiotropy. Key findings include strong links between gamma-tocopherol and spine OA (OR = 1.70), and folate with hand OA in finger joints (OR = 1.15). For joint replacements, calcium showed a notable association with a reduced likelihood of total knee replacement (TKR) (OR = 0.52) and total joint replacement (TJR) (OR = 0.56). Serum iron was significantly associated with an increased risk of total hip replacement (THR) (OR = 1.23), while folate indicated a protective effect (OR = 0.95). Various sex-specific associations were also uncovered. CONCLUSION These findings underscore the critical role of micronutrients in osteoarthritis, providing valuable insights for preventive care and potential enhancement of treatment outcomes.
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Affiliation(s)
- Wenming Wei
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Xin Qi
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China; Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, PR China
| | - Bolun Cheng
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Dan He
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Xiaoyue Qin
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Na Zhang
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Yijing Zhao
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Xiaoge Chu
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Sirong Shi
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Qingqing Cai
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Xuena Yang
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Shiqiang Cheng
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Peilin Meng
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Jingni Hui
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Chuyu Pan
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Boyue Zhao
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Li Liu
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Yan Wen
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Huan Liu
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Yumeng Jia
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Feng Zhang
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education of China, Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China.
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Huang H, Wang X, Yu Y, Cheng S, Long T, Niu H, Hua W. Genetically predicted biomarkers of iron homeostasis and risk of non-ischemic cardiomyopathy: A mendelian randomization study. Nutr Metab Cardiovasc Dis 2024; 34:1950-1958. [PMID: 38740536 DOI: 10.1016/j.numecd.2024.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 04/06/2024] [Accepted: 04/11/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND AND AIMS Both iron overload and iron deficiency have been associated with cardiovascular diseases in observational studies. Previous Mendelian Randomization (MR) studies discovered a protective effect of higher iron status on coronary atrial disease, while a neutral effect on all-cause heart failure. Using two-sample MR, we evaluated how genetically predicted systemic iron status affects the risk of non-ischemic cardiomyopathy and different phenotypes. METHODS AND RESULTS Two-sample MR analyses were performed to estimate the causal effect of four biomarkers of systemic iron status on diagnosed cardiomyopathy and its subtypes in 242,607 participants from the FinnGen research project. The level of transferrin saturation was significantly associated with an increased risk of cardiomyopathy (OR, 1.17; 95% CI, 1.13-1.38) when using nine separately selected genetic instruments. An increase in genetically determined serum iron (odds ratio [OR] per standard deviation [SD], 1.25; 95% confidence interval [CI], 1.13-1.38) and ferritin (OR, 1.49; 95% CI, 1.02-2.18) were associated with an increased risk of cardiomyopathy. Total iron binding capacity, a marker of reduced iron status, was inversely linked with cardiomyopathy (OR, 0.80; 95% CI, 0.65-0.98). The risk effect of iron status was more evident in hypertrophic cardiomyopathy and related heart failure. CONCLUSIONS These analyses support the causal effect of increased systemic iron status on a higher risk of non-ischemic cardiomyopathy. A screening test for cardiomyopathy should be considered in patients with evidence of iron overload. Future study is needed for exploring the mechanism of these causal variants on cardiomyopathy.
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Affiliation(s)
- Hao Huang
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xueying Wang
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yu Yu
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Sijing Cheng
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tianxin Long
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hongxia Niu
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Hua
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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Akçimen F, Chia R, Saez-Atienzar S, Ruffo P, Rasheed M, Ross JP, Liao C, Ray A, Dion PA, Scholz SW, Rouleau GA, Traynor BJ. Genomic Analysis Identifies Risk Factors in Restless Legs Syndrome. Ann Neurol 2024. [PMID: 39078117 DOI: 10.1002/ana.27040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 07/11/2024] [Accepted: 07/12/2024] [Indexed: 07/31/2024]
Abstract
OBJECTIVE Restless legs syndrome (RLS) is a neurological condition that causes uncomfortable sensations in the legs and an irresistible urge to move them, typically during periods of rest. The genetic basis and pathophysiology of RLS are incompletely understood. We sought to identify additional novel genetic risk factors associated with RLS susceptibility. METHODS We performed a whole-genome sequencing and genome-wide association meta-analysis of RLS cases (n = 9,851) and controls (n = 38,957) in 3 population-based biobanks (All of Us, Canadian Longitudinal Study on Aging, and CARTaGENE). RESULTS Genome-wide association analysis identified 9 independent risk loci, of which 8 had been previously reported, and 1 was a novel risk locus (LMX1B, rs35196838, OR 1.14, 95% CI 1.09-1.19, p value = 2.2 × 10-9). Furthermore, a transcriptome-wide association study also identified GLO1 and a previously unreported gene, ELFN1. A genetic correlation analysis revealed significant common variant overlaps between RLS and neuroticism (rg = 0.40, se = 0.08, p value = 5.4 × 10-7), depression (rg = 0.35, se = 0.06, p value = 2.17 × 10-8), and intelligence (rg = -0.20, se = 0.06, p value = 4.0 × 10-4). INTERPRETATION Our study expands the understanding of the genetic architecture of RLS, and highlights the contributions of common variants to this prevalent neurological disorder. ANN NEUROL 2024.
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Affiliation(s)
- Fulya Akçimen
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Ruth Chia
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Sara Saez-Atienzar
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Paola Ruffo
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
- Medical Genetics Laboratory, Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, Italy
| | - Memoona Rasheed
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Jay P Ross
- Department of Human Genetics, McGill University, Montréal, Quebec, Canada
- Montreal Neurological Institute-Hospital, McGill University, Montréal, Quebec, Canada
| | - Calwing Liao
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Anindita Ray
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Patrick A Dion
- Montreal Neurological Institute-Hospital, McGill University, Montréal, Quebec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, Quebec, Canada
| | - Sonja W Scholz
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, Maryland, USA
| | - Guy A Rouleau
- Department of Human Genetics, McGill University, Montréal, Quebec, Canada
- Montreal Neurological Institute-Hospital, McGill University, Montréal, Quebec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, Quebec, Canada
| | - Bryan J Traynor
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, Maryland, USA
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Guo L, Yin S, Wei H, Peng J. No evidence of genetic causation between iron and infertility: a Mendelian randomization study. Front Nutr 2024; 11:1390618. [PMID: 39104757 PMCID: PMC11298439 DOI: 10.3389/fnut.2024.1390618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 07/08/2024] [Indexed: 08/07/2024] Open
Abstract
Background Observational studies have explored the impact of iron homeostasis on infertility; however, establishing definitive causal relationships remains challenging. This study utilized a two-sample Mendelian randomization approach to investigate the potential causal relationship between iron status and infertility. Materials and methods Four indicators of iron status-serum iron, ferritin, transferrin saturation, and total iron binding capacity, were considered as exposure factors. Infertility was the outcome variable for both men and women. Robust causality was assessed using the primary inverse-variance-weighted method, complemented by three supplementary Mendelian randomization approaches. Sensitivity analyses were performed to enhance the precision and reliability of the results. Results No statistically significant associations were identified between the four indicators of iron status and infertility. These results remained consistent across multiple Mendelian randomization methodologies. Conclusion In conclusion, there is no evidence of a genetic causal relationship between iron status and infertility. Nevertheless, this does not preclude the possibility of a connection between iron status and infertility at different mechanistic levels.
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Affiliation(s)
- Liangliang Guo
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Shengnan Yin
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Hongkui Wei
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Jian Peng
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
- The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, China
- Frontiers Science Center for Animal Breeding and Sustainable Production, Wuhan, China
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Chen H, Wang X, Chang Z, Zhang J, Xie D. Evidence for genetic causality between iron homeostasis and Parkinson's disease: A two-sample Mendelian randomization study. J Trace Elem Med Biol 2024; 84:127430. [PMID: 38484633 DOI: 10.1016/j.jtemb.2024.127430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/07/2024] [Accepted: 03/09/2024] [Indexed: 05/27/2024]
Abstract
BACKGROUND Parkinson's disease (PD) is a degenerative disease of the central nervous system, and its specific etiology is still unclear. At present, it is believed that the main pathological basis is the reduction of dopamine concentration in the brain striatum. Although many previous studies have believed that iron as an important nutrient element participates in the occurrence and development of PD, whether there is a causal correlation between total iron binding capacity(TIBC), transferring saturation(TSAT), ferritin and serum iron in iron homeostasis indicators and PD, there has been a lack of effective genetic evidence. METHODS We used Mendelian randomization (MR) as an analytical method to effectively evaluate the genetic association between exposure and outcome, based on the largest genome-wide association study (GWAS) data to date. By using randomly assigned genetic instrumental variables (SNPs, Single Nucleotide Polymorphisms) that are not affected by any causal relationship, we effectively evaluated the causal relationship between iron homeostasis indicators and PD while controlling for confounding factors. RESULTS By coordinated analysis of 86 SNPs associated with iron homeostasis markers and 12,858,066 SNPs associated with PD, a total of 56 SNPs were finally screened for genome-wide significance of iron homeostasis associated with PD. The results of inverse variance weighting(IVW) analysis suggested that iron( β = - 0.524; 95%cl=-0.046 to -0.002; P=0.032) was considered to have a genetic causal relationship with PD. Cochran's Q, Egger intercept and MR-PRESSO global tests did not detect the existence of heterogeneity and pleiotropy (P>0.05). Mr Steiger directionality test further confirmed our estimation of the potential causal direction of iron and PD (P=0.001). In addition, TIBC (β=-0.142; 95%Cl=-0.197-0.481; P=0.414), TSAT (β=-0.316; 95%Cl=-0.861-0.229; P=0.255), and ferritin (β=-0.387; 95%Cl=-1.179-0.405; P=0.338) did not have genetic causal relationships with PD, and the results were not heterogeneous and pleiotropic (P>0.05). In addition, TIBC (β=-0.142; 95%Cl=-0.197-0.481; P=0.414), TSAT (β=-0.316; 95%Cl=-0.861-0.229; P=0.255), and ferritin (β=-0.101; 95%Cl=--0.987 to -0.405; P=0.823) did not have genetic causal relationships with PD, and the results were not heterogeneous and pleiotropic (P>0.05). TIBC (P=0.008), TSAT (P=0.000) and ferritin (P=0.013) were all consistent with the estimation of MR Steiger directivity test. CONCLUSION Our study found that among the four iron homeostasis markers, there was a genetic causal association between serum iron and PD, and the serum iron level was negatively correlated with the risk of PD. In addition, TIBC, TSAT, ferritin had no genetic causal relationship with PD.
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Affiliation(s)
- Hong Chen
- Anhui University of Chinese Medicine, Hefei 230038, China
| | - Xie Wang
- Anhui University of Chinese Medicine, Hefei 230038, China
| | - Ze Chang
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing 100089, China
| | - Juan Zhang
- Department of Neurology, the First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei 230031, China.
| | - Daojun Xie
- Department of Neurology, the First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei 230031, China
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Hui J, Zhang N, Kang M, Gou Y, Liu C, Zhou R, Liu Y, Wang B, Shi P, Cheng S, Yang X, Pan C, Zhang F. Micronutrient-Associated Single Nucleotide Polymorphism and Mental Health: A Mendelian Randomization Study. Nutrients 2024; 16:2042. [PMID: 38999789 PMCID: PMC11243241 DOI: 10.3390/nu16132042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 06/21/2024] [Accepted: 06/25/2024] [Indexed: 07/14/2024] Open
Abstract
PURPOSE Previous studies have demonstrated the link between micronutrients and mental health. However, it remains uncertain whether this connection is causal. We aim to investigate the potential causal effects of micronutrients on mental health based on linkage disequilibrium score (LDSC) regression and Mendelian randomization (MR) analysis. METHODS Utilizing publicly available genome-wide association study (GWAS) summary datasets, we performed LDSC and MR analysis to identify candidate micronutrients with potential causal effects on mental health. Single nucleotide polymorphisms (SNPs) significantly linked with candidate micronutrients with a genome-wide significance level (p < 5 × 10-8) were selected as instrumental variables (IVs). To estimate the causal effect of candidate micronutrients on mental health, we employed inverse variance weighted (IVW) regression. Additionally, two sensitivity analyses, MR-Egger and weighted median, were performed to validate our results. RESULTS We found evidence supporting significant causal associations between micronutrients and mental health. LDSC detected several candidate micronutrients, including serum iron (genetic correlation = -0.134, p = 0.032) and vitamin C (genetic correlation = -0.335, p < 0.001) for attention-deficit/hyperactivity disorder (ADHD), iron-binding capacity (genetic correlation = 0.210, p = 0.037) for Alzheimer's disease (AD), and vitamin B12 (genetic correlation = -0.178, p = 0.044) for major depressive disorder (MDD). Further MR analysis suggested a potential causal relationship between vitamin B12 and MDD (b = -0.139, p = 0.009). There was no significant heterogeneity or pleiotropy, indicating the validity of the findings. CONCLUSION In this study, we identified underlying causal relationships between micronutrients and mental health. Notably, more research is necessary to clarify the underlying biological mechanisms by which micronutrients affect mental health.
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Affiliation(s)
- Jingni Hui
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Na Zhang
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Meijuan Kang
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Yifan Gou
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Chen Liu
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Ruixue Zhou
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Ye Liu
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Bingyi Wang
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Panxing Shi
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Shiqiang Cheng
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Xuena Yang
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Chuyu Pan
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
| | - Feng Zhang
- Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an 710061, China
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Liang Y, Luo S, Bell S, Mo JMY, He B, Zhou Y, Bai X, Au Yeung SL. Do iron homeostasis biomarkers mediate the associations of liability to type 2 diabetes and glycemic traits in liver steatosis and cirrhosis: a two-step Mendelian randomization study. BMC Med 2024; 22:270. [PMID: 38926684 PMCID: PMC11210020 DOI: 10.1186/s12916-024-03486-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Accepted: 06/13/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Previous studies, including Mendelian randomization (MR), have demonstrated type 2 diabetes (T2D) and glycemic traits are associated with increased risk of metabolic dysfunction-associated steatotic liver disease (MASLD). However, few studies have explored the underlying pathway, such as the role of iron homeostasis. METHODS We used a two-step MR approach to investigate the associations of genetic liability to T2D, glycemic traits, iron biomarkers, and liver diseases. We analyzed summary statistics from various genome-wide association studies of T2D (n = 933,970), glycemic traits (n ≤ 209,605), iron biomarkers (n ≤ 246,139), MASLD (n ≤ 972,707), and related biomarkers (alanine aminotransferase (ALT) and proton density fat fraction (PDFF)). Our primary analysis was based on inverse-variance weighting, followed by several sensitivity analyses. We also conducted mediation analyses and explored the role of liver iron in post hoc analysis. RESULTS Genetic liability to T2D and elevated fasting insulin (FI) likely increased risk of liver steatosis (ORliability to T2D: 1.14 per doubling in the prevalence, 95% CI: 1.10, 1.19; ORFI: 3.31 per log pmol/l, 95% CI: 1.92, 5.72) and related biomarkers. Liability to T2D also likely increased the risk of developing liver cirrhosis. Genetically elevated ferritin, serum iron, and liver iron were associated with higher risk of liver steatosis (ORferritin: 1.25 per SD, 95% CI 1.07, 1.46; ORliver iron: 1.15 per SD, 95% CI: 1.05, 1.26) and liver cirrhosis (ORserum iron: 1.31, 95% CI: 1.06, 1.63; ORliver iron: 1.34, 95% CI: 1.07, 1.68). Ferritin partially mediated the association between FI and liver steatosis (proportion mediated: 7%, 95% CI: 2-12%). CONCLUSIONS Our study provides credible evidence on the causal role of T2D and elevated insulin in liver steatosis and cirrhosis risk and indicates ferritin may play a mediating role in this association.
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Affiliation(s)
- Ying Liang
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Shan Luo
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Steven Bell
- Precision Breast Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Jacky Man Yuen Mo
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Baoting He
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Yangzhong Zhou
- Department of Rheumatology, Peking Union Medical College Hospital, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Beijing, 100730, China
| | - Xiaoyin Bai
- Department of Gastroenterology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Shiu Lun Au Yeung
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
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10
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Zhou J, Shi W, Wu D, Wang S, Wang X, Min J, Wang F. Mendelian Randomization Analysis of Systemic Iron Status and Risk of Different Types of Kidney Disease. Nutrients 2024; 16:1978. [PMID: 38999730 PMCID: PMC11243746 DOI: 10.3390/nu16131978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 06/08/2024] [Accepted: 06/19/2024] [Indexed: 07/14/2024] Open
Abstract
With rapid increases in incidence, diverse subtypes, and complicated etiologies, kidney disease remains a global public health problem. Iron, as an essential trace element, has pleiotropic effects on renal function and the progression of kidney diseases. A two-sample Mendelian randomization (MR) analysis was implemented to determine the potential causal effects between systemic iron status on different kidney diseases. Systemic iron status was represented by four iron-related biomarkers: serum iron, ferritin, transferrin saturation (TfSat), and total iron binding capacity (TIBC). For systemic iron status, 163,511, 246,139, 131,471, and 135,430 individuals were included in the genome-wide association study (GWAS) of serum iron, ferritin, TfSat, and TIBC, respectively. For kidney diseases, 653,143 individuals (15,658 cases and 637,485 controls), 657,076 individuals (8160 cases and 648,916 controls), and 659,320 individuals (10,404 cases and 648,916 controls) were included for immunoglobulin A nephropathy (IgAN), acute kidney disease (AKD), and chronic kidney disease (CKD), respectively. Our MR results showed that increased serum iron [odds ratio (OR): 1.10; 95% confidence interval (95% CI): 1.04, 1.16; p < 0.0042], ferritin (OR: 1.30; 95% CI: 1.14, 1.48; p < 0.0042), and TfSat (OR: 1.07; 95% CI: 1.04, 1.11; p < 0.0042)] and decreased TIBC (OR: 0.92; 95% CI: 0.88, 0.97; p < 0.0042) were associated with elevated IgAN risk. However, no significant associations were found between systemic iron status and AKD or CKD. In our MR study, the genetic evidence supports elevated systemic iron status as a causal effect on IgAN, which suggests a potential protective effect of iron chelation on IgAN patients.
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Affiliation(s)
- Jiahui Zhou
- The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Wanting Shi
- The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Dongya Wu
- The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Shujie Wang
- The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Xinhui Wang
- Sir Run Run Shaw Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Junxia Min
- The First Affiliated Hospital, Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Fudi Wang
- The Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou 310058, China
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11
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Schormair B, Zhao C, Bell S, Didriksen M, Nawaz MS, Schandra N, Stefani A, Högl B, Dauvilliers Y, Bachmann CG, Kemlink D, Sonka K, Paulus W, Trenkwalder C, Oertel WH, Hornyak M, Teder-Laving M, Metspalu A, Hadjigeorgiou GM, Polo O, Fietze I, Ross OA, Wszolek ZK, Ibrahim A, Bergmann M, Kittke V, Harrer P, Dowsett J, Chenini S, Ostrowski SR, Sørensen E, Erikstrup C, Pedersen OB, Topholm Bruun M, Nielsen KR, Butterworth AS, Soranzo N, Ouwehand WH, Roberts DJ, Danesh J, Burchell B, Furlotte NA, Nandakumar P, Earley CJ, Ondo WG, Xiong L, Desautels A, Perola M, Vodicka P, Dina C, Stoll M, Franke A, Lieb W, Stewart AFR, Shah SH, Gieger C, Peters A, Rye DB, Rouleau GA, Berger K, Stefansson H, Ullum H, Stefansson K, Hinds DA, Di Angelantonio E, Oexle K, Winkelmann J. Genome-wide meta-analyses of restless legs syndrome yield insights into genetic architecture, disease biology and risk prediction. Nat Genet 2024; 56:1090-1099. [PMID: 38839884 PMCID: PMC11176086 DOI: 10.1038/s41588-024-01763-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 04/19/2024] [Indexed: 06/07/2024]
Abstract
Restless legs syndrome (RLS) affects up to 10% of older adults. Their healthcare is impeded by delayed diagnosis and insufficient treatment. To advance disease prediction and find new entry points for therapy, we performed meta-analyses of genome-wide association studies in 116,647 individuals with RLS (cases) and 1,546,466 controls of European ancestry. The pooled analysis increased the number of risk loci eightfold to 164, including three on chromosome X. Sex-specific meta-analyses revealed largely overlapping genetic predispositions of the sexes (rg = 0.96). Locus annotation prioritized druggable genes such as glutamate receptors 1 and 4, and Mendelian randomization indicated RLS as a causal risk factor for diabetes. Machine learning approaches combining genetic and nongenetic information performed best in risk prediction (area under the curve (AUC) = 0.82-0.91). In summary, we identified targets for drug development and repurposing, prioritized potential causal relationships between RLS and relevant comorbidities and risk factors for follow-up and provided evidence that nonlinear interactions are likely relevant to RLS risk prediction.
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Affiliation(s)
- Barbara Schormair
- Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
- Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.
| | - Chen Zhao
- Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Steven Bell
- Department of Oncology, University of Cambridge, Cambridge, UK
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Maria Didriksen
- Department of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Neuroscience, University of Copenhagen, Copenhagen, Denmark
| | | | - Nathalie Schandra
- Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Ambra Stefani
- Sleep Disorders Clinic, Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Birgit Högl
- Sleep Disorders Clinic, Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Yves Dauvilliers
- Sleep-Wake Disorders Center, Department of Neurology, Hôpital Gui-de-Chauliac, CHU Montpellier, Institut des Neurosciences de Montpellier, INSERM, Université de Montpellier, Montpellier, France
| | - Cornelius G Bachmann
- SomnoDiagnostics, Osnabrück, Germany
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - David Kemlink
- Department of Neurology and Centre of Clinical Neuroscience, Charles University, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - Karel Sonka
- Department of Neurology and Centre of Clinical Neuroscience, Charles University, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - Walter Paulus
- Department of Neurology, Ludwig Maximilians University Munich, Munich, Germany
| | - Claudia Trenkwalder
- Paracelsus-Elena-Klinik, Kassel, Germany
- Department of Neurosurgery, University Medical Center Göttingen, Göttingen, Germany
| | - Wolfgang H Oertel
- Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Department of Neurology, Philipps-University Marburg, Marburg, Germany
| | | | - Maris Teder-Laving
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Andres Metspalu
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Georgios M Hadjigeorgiou
- Department of Neurology, Nicosia General Hospital Medical School, University of Cyprus, Nicosia, Cyprus
| | - Olli Polo
- Bragée ME/CFS Center, Stockholm, Sweden
| | - Ingo Fietze
- Department of Pulmonology, Center of Sleep Medicine, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Owen A Ross
- Department of Neuroscience, Mayo Clinic College of Medicine, Jacksonville, FL, USA
| | | | - Abubaker Ibrahim
- Sleep Disorders Clinic, Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Melanie Bergmann
- Sleep Disorders Clinic, Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Volker Kittke
- Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Philip Harrer
- Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Joseph Dowsett
- Department of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Sofiene Chenini
- Sleep-Wake Disorders Center, Department of Neurology, Hôpital Gui-de-Chauliac, CHU Montpellier, Institut des Neurosciences de Montpellier, INSERM, Université de Montpellier, Montpellier, France
| | - Sisse Rye Ostrowski
- Department of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Erik Sørensen
- Department of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Christian Erikstrup
- Department of Clinical Immunology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Ole B Pedersen
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Immunology, Zealand University Hospital, Køge, Denmark
| | - Mie Topholm Bruun
- Department of Clinical Immunology, Odense University Hospital, Odense, Denmark
| | - Kaspar R Nielsen
- Department of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark
| | - Adam S Butterworth
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
- Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
| | - Nicole Soranzo
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge, UK
- Department of Human Genetics, the Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | - Willem H Ouwehand
- Department of Haematology, University of Cambridge, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, University College London Hospitals, London, UK
| | - David J Roberts
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
- Radcliffe Department of Medicine and National Health Service Blood and Transplant, Oxford, UK
- Department of Haematology and BRC Haematology Theme, Churchill Hospital, Headington, Oxford, UK
| | - John Danesh
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
- Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
- Department of Human Genetics, the Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | | | | | | | - Christopher J Earley
- Center for Restless Legs Syndrome, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - William G Ondo
- Department of Neurology, Methodist Neurological Institute, Weill Cornell Medical School, Houston, TX, USA
| | - Lan Xiong
- The Neuro (Montreal Neurological Institute-Hospital), McGill University, Montreal, Quebec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Alex Desautels
- Centre d'Études Avancées en Médecine du Sommeil, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec, Canada
- Department of Neurosciences, Université de Montréal, Montreal, Quebec, Canada
| | - Markus Perola
- Clinical and Molecular Metabolism Research Program (CAMM), Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Public Health and Welfare, National Institute for Health and Welfare, Helsinki, Finland
| | - Pavel Vodicka
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine, Academy of Science of Czech Republic, Prague, Czech Republic
- First Faculty of Medicine, Charles University in Prague, Prague, Czech Republic
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University in Prague, Pilsen, Czech Republic
| | - Christian Dina
- L'institut du thorax, CNRS, INSERM, Nantes Université, Nantes, France
| | - Monika Stoll
- Department of Genetic Epidemiology, Institute for Human Genetics, University of Münster, Münster, Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Kiel University, Kiel, Germany
| | - Wolfgang Lieb
- PopGen Biobank and Institute of Epidemiology, Christian Albrechts University Kiel, Kiel, Germany
| | - Alexandre F R Stewart
- John and Jennifer Ruddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Svati H Shah
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Christian Gieger
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- German Research Center for Cardiovascular Disease (DZHK), partner site Munich Heart Alliance, Hannover, Germany
- Chair of Epidemiology, Institute for Medical Information Processing, Biometry and Epidemiology, Medical Faculty, Ludwig-Maximilians-Universität München, Munich, Germany
| | - David B Rye
- Department of Neurology, Emory University, Atlanta, GA, USA
| | - Guy A Rouleau
- The Neuro (Montreal Neurological Institute-Hospital), McGill University, Montreal, Quebec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
| | - Klaus Berger
- Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
| | | | | | | | | | - Emanuele Di Angelantonio
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
- Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
- Health Data Science Research Centre, Fondazione Human Technopole, Milan, Italy
| | - Konrad Oexle
- Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
- Neurogenetic Systems Analysis Group, Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Juliane Winkelmann
- Institute of Neurogenomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- German Center for Mental Health (DZPG), partner site Munich-Augsburg, Munich-Augsburg, Germany
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12
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Luo L, Chen G, Zhou Y, Xiang Y, Peng J. Dietary intake, antioxidants, minerals and vitamins in relation to childhood asthma: a Mendelian randomization study. Front Nutr 2024; 11:1401881. [PMID: 38846540 PMCID: PMC11153797 DOI: 10.3389/fnut.2024.1401881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 05/10/2024] [Indexed: 06/09/2024] Open
Abstract
Background Currently, there is limited and inconsistent evidence regarding the risk association between daily dietary intake, antioxidants, minerals, and vitamins with Childhood Asthma (CA). Therefore, this study employs Mendelian Randomization (MR) methodology to systematically investigate the causal relationships between daily dietary intake, serum antioxidants, serum minerals, and the circulating levels of serum vitamins with CA. Methods This study selected factors related to daily dietary intake, including carbohydrates, proteins, fats, and sugars, as well as serum antioxidant levels (lycopene, uric acid, and β-carotene), minerals (calcium, copper, selenium, zinc, iron, phosphorus, and magnesium), and vitamins (vitamin A, vitamin B6, folate, vitamin B12, vitamin C, vitamin D, and vitamin E), using them as Instrumental Variables (IVs). Genetic data related to CA were obtained from the FinnGen and GWAS Catalog databases, with the primary analytical methods being Inverse Variance Weighting (IVW) and sensitivity analysis. Results Following MR analysis, it is observed that sugar intake (OR: 0.71, 95% CI: 0.55-0.91, P: 0.01) is inversely correlated with the risk of CA, while the intake of serum circulating magnesium levels (OR: 1.63, 95% CI: 1.06-2.53, P: 0.03), fats (OR: 1.44, 95% CI: 1.06-1.95, P: 0.02), and serum vitamin D levels (OR: 1.14, 95% CI: 1.04-1.25, P: 0.02) are positively associated with an increased risk of CA. Conclusion This study identified a causal relationship between the daily dietary intake of sugars and fats, as well as the magnesium and vitamin D levels in serum, and the occurrence of CA. However, further in-depth research is warranted to elucidate the specific mechanisms underlying these associations.
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Affiliation(s)
- Liang Luo
- School of TCM Health Care, Leshan Vocational of Technical College, Leshan, Sicuan Province, China
| | - Guanglei Chen
- School of Basic Medicine, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou Province, China
| | - Yan Zhou
- School of TCM Health Care, Leshan Vocational of Technical College, Leshan, Sicuan Province, China
| | - YaJun Xiang
- School of TCM Health Care, Leshan Vocational of Technical College, Leshan, Sicuan Province, China
| | - Jing Peng
- School of TCM Health Care, Leshan Vocational of Technical College, Leshan, Sicuan Province, China
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Xiao G, Shi H, Lan Q, Hu J, Guan J, Liang Z, Zhou C, Huang Z, Chen Y, Zhou B. Association among attention-deficit hyperactivity disorder, restless legs syndrome, and peripheral iron status: a two-sample Mendelian randomization study. Front Psychiatry 2024; 15:1310259. [PMID: 38779543 PMCID: PMC11109751 DOI: 10.3389/fpsyt.2024.1310259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 03/19/2024] [Indexed: 05/25/2024] Open
Abstract
Background Epidemiological evidence indicates a high correlation and comorbidity between Attention Deficit Hyperactivity Disorder (ADHD) and Restless Legs Syndrome (RLS). Objective We aimed to investigate the causal relationship and shared genetic architecture between ADHD and RLS, as well as explore potential causal associations between both disorders and peripheral iron status. Methods We performed two-sample Mendelian randomization (MR) analyses using summary statistics from genome-wide meta-analyses of ADHD, RLS, and peripheral iron status (serum iron, ferritin, transferrin saturation, and total iron binding capacity). Additionally, we employed linkage disequilibrium score regression (LDSC) to assess genetic correlations between ADHD and RLS using genetic data. Results Our MR results supports a causal effect from ADHD (as exposure) to RLS (as outcome) (inverse variance weighted OR = 1.20, 95% CI: 1.08-1.34, p = 0.001). Conversely, we found no a causal association from RLS to ADHD (inverse variance weighted OR = 1.04, 95% CI: 0.99-1.09, p = 0.11). LDSC analysis did not detect a significant genetic correlation between RLS and ADHD (Rg = 0.3, SE = 0.16, p = 0.068). Furthermore, no evidence supported a causal relationship between peripheral iron deficiency and the RLS or ADHD onset. However, RLS may have been associated with a genetic predisposition to reduced serum ferritin levels (OR = 1.20, 95% CI: 1.00-1.04, p = 0.047). Conclusion This study suggests that ADHD is an independent risk factor for RLS, while RLS may confer a genetic predisposition to reduced serum ferritin levels. Limitations The GWAS summary data utilized originated from populations of European ancestry, limiting the generalizability of conclusions to other populations. Clinical implications The potential co-occurrence of RLS in individuals with ADHD should be considered during diagnosis and treatment. Moreover, iron supplementation may be beneficial for alleviating RLS symptoms.
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Affiliation(s)
- Guoqiang Xiao
- Department of Psychiatry and Psychology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Hongting Shi
- Department of Neurology, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qiaoyu Lan
- Department of Psychiatry and Psychology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jiajia Hu
- Department of Psychiatry and Psychology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jincheng Guan
- Department of Neurology, Longhua District People’s Hospital, Shenzhen, China
| | - Zhuoji Liang
- Department of Neurology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Chumeng Zhou
- Medical Administration College, Guangzhou Medical University, Guangzhou, China
| | - Zitong Huang
- Department of Psychiatry and Psychology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yongyuan Chen
- Department of Neurology, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Borong Zhou
- Department of Psychiatry and Psychology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
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Zhao Y, Pang J, Fang X, Yan Z, Yang H, Deng Q, Ma T, Lv M, Li Y, Tu Z, Zou L. Causal relationships between modifiable risk factors and polycystic ovary syndrome: a comprehensive Mendelian randomization study. Front Endocrinol (Lausanne) 2024; 15:1348368. [PMID: 38779450 PMCID: PMC11109383 DOI: 10.3389/fendo.2024.1348368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Accepted: 04/15/2024] [Indexed: 05/25/2024] Open
Abstract
Background Polycystic Ovary Syndrome (PCOS) is a heritable condition with an as yet unclear etiology. Various factors, such as genetics, lifestyle, environment, inflammation, insulin resistance, hyperandrogenism, iron metabolism, and gut microbiota, have been proposed as potential contributors to PCOS. Nevertheless, a systematic assessment of modifiable risk factors and their causal effects on PCOS is lacking. This study aims to establish a comprehensive profile of modifiable risk factors for PCOS by utilizing a two-sample Mendelian Randomization (MR) framework. Methods After identifying over 400 modifiable risk factors, we employed a two-sample MR approach, including the Inverse Variance Weighted (IVW) method, Weighted Median method, and MR-Egger, to investigate their causal associations with PCOS. The reliability of our estimates underwent rigorous examination through sensitivity analyses, encompassing Cochran's Q test, MR-Egger intercept analysis, leave-one-out analysis, and funnel plots. Results We discovered that factors such as smoking per day, smoking initiation, body mass index, basal metabolic rate, waist-to-hip ratio, whole body fat mass, trunk fat mass, overall health rating, docosahexaenoic acid (DHA) (22:6n-3) in blood, monounsaturated fatty acids, other polyunsaturated fatty acids apart from 18:2 in blood, omega-3 fatty acids, ratio of bisallylic groups to double bonds, omega-9 and saturated fatty acids, total lipids in medium VLDL, phospholipids in medium VLDL, phospholipids in very large HDL, triglycerides in very large HDL, the genus Oscillibacter, the genus Alistipes, the genus Ruminiclostridium 9, the class Mollicutes, and the phylum Tenericutes, showed a significant effect on heightening genetic susceptibility of PCOS. In contrast, factors including fasting insulin interaction with body mass index, sex hormone-binding globulin, iron, ferritin, SDF1a, college or university degree, years of schooling, household income, the genus Enterorhabdus, the family Bifidobacteriaceae, the order Bifidobacteriales, the class Actinobacteria, and the phylum Actinobacteria were determined to reduce risk of PCOS. Conclusion This study innovatively employs the MR method to assess causal relationships between 400 modifiable risk factors and the susceptibility of PCOS risk. It supports causal links between factors like smoking, BMI, and various blood lipid levels and PCOS. These findings offer novel insights into potential strategies for the management and treatment of PCOS.
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Affiliation(s)
- Yuheng Zhao
- Department of Reproductive Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- The First School of Clinical Medicine, Graduate School of Guangdong Medical University, Zhanjiang, China
| | - Jinglin Pang
- The First School of Clinical Medicine, Graduate School of Guangdong Medical University, Zhanjiang, China
- Department of Anorectal Surgery, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xingyi Fang
- Department of Reproductive Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Zhaohua Yan
- Department of Obstetrics and Gynecology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Haili Yang
- Department of Reproductive Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Qinghua Deng
- Department of Gynecology, The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Tianzhong Ma
- Department of Reproductive Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Mengqi Lv
- Department of Pathology, Southwest Hospital of Army Medical University, Chongqing, China
| | - Yingying Li
- The First School of Clinical Medicine, Graduate School of Guangdong Medical University, Zhanjiang, China
- Department of Obstetrics and Gynecology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Ziying Tu
- Department of Reproductive Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- The First School of Clinical Medicine, Graduate School of Guangdong Medical University, Zhanjiang, China
| | - Lin Zou
- Department of Reproductive Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
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Feng Z, Wang Y, Fu Z, Liao J, Liu H, Zhou M. Exploring the Causal Effects of Mineral Metabolism Disorders on Telomere and Mitochondrial DNA: A Bidirectional Two-Sample Mendelian Randomization Analysis. Nutrients 2024; 16:1417. [PMID: 38794655 PMCID: PMC11123946 DOI: 10.3390/nu16101417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 05/06/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
The aim of this study was to assess the causal relationships between mineral metabolism disorders, representative of trace elements, and key aging biomarkers: telomere length (TL) and mitochondrial DNA copy number (mtDNA-CN). Utilizing bidirectional Mendelian randomization (MR) analysis in combination with the two-stage least squares (2SLS) method, we explored the causal relationships between mineral metabolism disorders and these aging indicators. Sensitivity analysis can be used to determine the reliability and robustness of the research results. The results confirmed that a positive causal relationship was observed between mineral metabolism disorders and TL (p < 0.05), while the causal relationship with mtDNA-CN was not significant (p > 0.05). Focusing on subgroup analyses of specific minerals, our findings indicated a distinct positive causal relationship between iron metabolism disorders and both TL and mtDNA-CN (p < 0.05). In contrast, disorders in magnesium and phosphorus metabolism did not exhibit significant causal effects on either aging biomarker (p > 0.05). Moreover, reverse MR analysis did not reveal any significant causal effects of TL and mtDNA-CN on mineral metabolism disorders (p > 0.05). The combination of 2SLS with MR analysis further reinforced the positive causal relationship between iron levels and both TL and mtDNA-CN (p < 0.05). Notably, the sensitivity analysis did not indicate significant pleiotropy or heterogeneity within these causal relationships (p > 0.05). These findings highlight the pivotal role of iron metabolism in cellular aging, particularly in regulating TL and sustaining mtDNA-CN, offering new insights into how mineral metabolism disorders influence aging biomarkers. Our research underscores the importance of trace element balance, especially regarding iron intake, in combating the aging process. This provides a potential strategy for slowing aging through the adjustment of trace element intake, laying the groundwork for future research into the relationship between trace elements and healthy aging.
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Affiliation(s)
| | | | | | | | | | - Meijuan Zhou
- Department of Radiation Medicine, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, China or (Z.F.); (Y.W.); (Z.F.); (J.L.); (H.L.)
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Lewin A, McGowan E, Ou-Yang J, Boateng LA, Dinardo CL, Mandal S, Almozain N, Ribeiro J, Sasongko SL. The future of blood services amid a tight balance between the supply and demand of blood products: Perspectives from the ISBT Young Professional Council. Vox Sang 2024; 119:505-513. [PMID: 38272856 DOI: 10.1111/vox.13590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 12/07/2023] [Accepted: 12/29/2023] [Indexed: 01/27/2024]
Abstract
BACKGROUND AND OBJECTIVES Blood services manage the increasingly tight balance between the supply and demand of blood products, and their role in health research is expanding. This review explores the themes that may define the future of blood banking. MATERIALS AND METHODS We reviewed the PubMed database for articles on emerging/new blood-derived products and the utilization of blood donors in health research. RESULTS In high-income countries (HICs), blood services may consider offering these products: whole blood, cold-stored platelets, synthetic blood components, convalescent plasma, lyophilized plasma and cryopreserved/lyophilized platelets. Many low- and middle-income countries (LMICs) aim to establish a pool of volunteer, non-remunerated blood donors and wean themselves off family replacement donors; and many HICs are relaxing the deferral criteria targeting racial and sexual minorities. Blood services in HICs could achieve plasma self-sufficiency by building plasma-dedicated centres, in collaboration with the private sector. Lastly, blood services should expand their involvement in health research by establishing donor cohorts, conducting serosurveys, studying non-infectious diseases and participating in clinical trials. CONCLUSION This article provides a vision of the future for blood services. The introduction of some of these changes will be slower in LMICs, where addressing key operational challenges will likely be prioritized.
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Affiliation(s)
- Antoine Lewin
- Medical Affairs and Innovation, Héma-Québec, Montreal, Quebec, Canada
- Medicine faculty and health science, Sherbrooke University, Sherbrooke, Quebec, Canada
| | - Eunike McGowan
- Research and Development, Australian Red Cross Lifeblood, Brisbane, Australia
- Division of Hematology and Transfusion Medicine, Department of Laboratory Medicine, Lund University, Lund, Sweden
| | | | - Lilian Antwi Boateng
- Department of Medical Diagnostics, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
- Immunohaematology laboratory, University Health Services, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | | | - Saikat Mandal
- Medical Oncology, Hull York Medical School, University of Hull, Hull, UK
| | - Nour Almozain
- Department of Pathology and Laboratory Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Kingdom of Saudi Arabia
- Department of Pathology, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Jannison Ribeiro
- Centro de Hematologia e Hemoterapia do Ceará - Hemoce, Fortaleza, Brazil
- Instituto Pró-Hemo Saúde - IPH, Fortaleza, Brazil
| | - Syeldy Langi Sasongko
- Department of Public and Occupational Health, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
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17
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Chen H, Zhang Z, Wang Y, Ma A, Li L, Zhao G. Iron status and sarcopenia-related traits: a bi-directional Mendelian randomization study. Sci Rep 2024; 14:9179. [PMID: 38649459 PMCID: PMC11035655 DOI: 10.1038/s41598-024-60059-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 04/18/2024] [Indexed: 04/25/2024] Open
Abstract
Although serum iron status and sarcopenia are closely linked, the presence of comprehensive evidence to establish a causal relationship between them remains insufficient. The objective of this study is to employ Mendelian randomization techniques to clarify the association between serum iron status and sarcopenia. We conducted a bi-directional Mendelian randomization (MR) analysis to investigate the potential causal relationship between iron status and sarcopenia. MR analyses were performed using inverse variance weighted (IVW), MR-Egger, and weighted median methods. Additionally, sensitivity analyses were conducted to verify the reliability of the causal association results. Then, we harvested a combination of SNPs as an integrated proxy for iron status to perform a MVMR analysis based on IVW MVMR model. UVMR analyses based on IVW method identified causal effect of ferritin on appendicular lean mass (ALM, β = - 0.051, 95% CI - 0.072, - 0.031, p = 7.325 × 10-07). Sensitivity analyses did not detect pleiotropic effects or result fluctuation by outlying SNPs in the effect estimates of four iron status on sarcopenia-related traits. After adjusting for PA, the analysis still revealed that each standard deviation higher genetically predicted ferritin was associated with lower ALM (β = - 0.054, 95% CI - 0.092, - 0.015, p = 0.006). Further, MVMR analyses determined a predominant role of ferritin (β = - 0.068, 95% CI - 0.12, - 0.017, p = 9.658 × 10-03) in the associations of iron status with ALM. Our study revealed a causal association between serum iron status and sarcopenia, with ferritin playing a key role in this relationship. These findings contribute to our understanding of the complex interplay between iron metabolism and muscle health.
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Affiliation(s)
- Honggu Chen
- Department of Orthopedics, the Affiliated Hospital of Jiangsu University, Zhenjiang, 212000, Jiangsu Province, People's Republic of China
| | - Ziyi Zhang
- Department of Orthopedics, the Affiliated Hospital of Jiangsu University, Zhenjiang, 212000, Jiangsu Province, People's Republic of China
| | - Yizhe Wang
- School of Medicine of Jiangsu University, Zhenjiang, 212000, Jiangsu, China
| | - Anpei Ma
- Department of Orthopedics, Yancheng First People's Hospital, Yancheng, 224000, Jiangsu Province, People's Republic of China
| | - Lingbo Li
- Department of Internal Medicine, Peking Union Medical College Hospital, Beijing, 100730, Beijing, People's Republic of China
| | - Guoyang Zhao
- Department of Orthopedics, the Affiliated Hospital of Jiangsu University, Zhenjiang, 212000, Jiangsu Province, People's Republic of China.
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18
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Moksnes MR, Hansen AF, Wolford BN, Thomas LF, Rasheed H, Simić A, Bhatta L, Brantsæter AL, Surakka I, Zhou W, Magnus P, Njølstad PR, Andreassen OA, Syversen T, Zheng J, Fritsche LG, Evans DM, Warrington NM, Nøst TH, Åsvold BO, Flaten TP, Willer CJ, Hveem K, Brumpton BM. A genome-wide association study provides insights into the genetic etiology of 57 essential and non-essential trace elements in humans. Commun Biol 2024; 7:432. [PMID: 38594418 PMCID: PMC11004147 DOI: 10.1038/s42003-024-06101-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 03/22/2024] [Indexed: 04/11/2024] Open
Abstract
Trace elements are important for human health but may exert toxic or adverse effects. Mechanisms of uptake, distribution, metabolism, and excretion are partly under genetic control but have not yet been extensively mapped. Here we report a comprehensive multi-element genome-wide association study of 57 essential and non-essential trace elements. We perform genome-wide association meta-analyses of 14 trace elements in up to 6564 Scandinavian whole blood samples, and genome-wide association studies of 43 trace elements in up to 2819 samples measured only in the Trøndelag Health Study (HUNT). We identify 11 novel genetic loci associated with blood concentrations of arsenic, cadmium, manganese, selenium, and zinc in genome-wide association meta-analyses. In HUNT, several genome-wide significant loci are also indicated for other trace elements. Using two-sample Mendelian randomization, we find several indications of weak to moderate effects on health outcomes, the most precise being a weak harmful effect of increased zinc on prostate cancer. However, independent validation is needed. Our current understanding of trace element-associated genetic variants may help establish consequences of trace elements on human health.
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Affiliation(s)
- Marta R Moksnes
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.
| | - Ailin F Hansen
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Brooke N Wolford
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Laurent F Thomas
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- Department of Clinical and Molecular Medicine, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- BioCore-Bioinformatics Core Facility, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Laboratory Medicine, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Humaira Rasheed
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Division of Medicine and Laboratory Sciences, University of Oslo, Oslo, Norway
| | - Anica Simić
- Department of Chemistry, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Laxmi Bhatta
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Anne Lise Brantsæter
- Department of Food Safety, Division of Climate and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Ida Surakka
- Department of Internal Medicine, Division of Cardiology, University of Michigan, Ann Arbor, MI, USA
| | - Wei Zhou
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Per Magnus
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Pål R Njølstad
- Mohn Center for Diabetes Precision Medicine, Department of Clinical Science, University of Bergen, Bergen, Norway
- Children and Youth Clinic, Haukeland University Hospital, Bergen, Norway
| | - Ole A Andreassen
- NORMENT Centre, University of Oslo, Oslo, Norway
- Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Tore Syversen
- Department of Neuroscience, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Jie Zheng
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, Shanghai Digital Medicine Innovation Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Bristol, UK
| | - Lars G Fritsche
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - David M Evans
- Institute for Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
- Frazer Institute, The University of Queensland, Woolloongabba, QLD, Australia
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, UK
| | - Nicole M Warrington
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- Institute for Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
- Frazer Institute, The University of Queensland, Woolloongabba, QLD, Australia
- MRC Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, UK
| | - Therese H Nøst
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Bjørn Olav Åsvold
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- HUNT Research Centre, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Levanger, Norway
- Department of Endocrinology, Clinic of Medicine, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Trond Peder Flaten
- Department of Chemistry, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Cristen J Willer
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- Department of Human Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Kristian Hveem
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
- HUNT Research Centre, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Levanger, Norway
| | - Ben M Brumpton
- HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.
- HUNT Research Centre, Department of Public Health and Nursing, NTNU-Norwegian University of Science and Technology, Levanger, Norway.
- Clinic of Medicine, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway.
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Qiu Y, Li C, Huang Y, Wu C, Li F, Zhang X, Xia D. Exploring the causal associations of micronutrients on urate levels and the risk of gout: A Mendelian randomization study. Clin Nutr 2024; 43:1001-1012. [PMID: 38484526 DOI: 10.1016/j.clnu.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 02/21/2024] [Accepted: 03/04/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND & AIMS Growing evidence has indicated a potential association between micronutrient levels, urate levels, and the risk of gout. However, the causal association underlying these associations still remains uncertain. Previous observational studies and randomized controlled trials investigating the association between micronutrients, urate levels, and the risk of gout have been limited in their scope and depth. The aim of this study was to utilize Mendelian randomization (MR) to investigate the causal associations between genetically predicted micronutrient levels, urate levels, and the risk of gout. METHODS In this study, we conducted a comprehensive examination of 10 specific micronutrients (vitamin B6, vitamin B12, vitamin C, vitamin D, folate, calcium, iron, copper, zinc, and selenium) as potential exposures. Two-sample MR analyses were performed to explore their causal associations with urate levels and the risk of gout. In these analyses, gout data were collected from the Global Biobank Meta-Analysis Initiative (N = 1,069,839, N cases = 30,549) and urate levels data from CKDGen Consortium (N = 288,649) by utilizing publicly available summary statistics from independent cohorts of European ancestry. We performed inverse-variance weighted MR analyses as main analyses, along with a range of sensitivity analyses, such as MR-Egger, weighted median, simple mode, weighted mode, Steiger filtering, MR-PRESSO, and Radial MR analysis, to ensure the robustness of our findings. RESULTS The results of our study indicate that there were negative associations between serum vitamin B12 and urate levels, as well as serum folate and the risk of gout. Specifically, we found a negative association between vitamin B12 levels and urate levels, with a β coefficient of -0.324 (95% CI -0.0581 to -0.0066, P = 0.0137) per one standard deviation (SD) increase. Similarly, a negative association was observed between folate levels and gout risk, with an odds ratio of 0.8044 (95% CI 0.6637 to 0.9750, P = 0.0265) per one SD increase. On the other hand, we identified positive associations between serum calcium levels and both urate levels and the risk of gout. Specifically, there was a positive association between serum calcium levels and urate levels (β coefficient: 0.0994, 95% CI 0.0519 to 0.1468, P = 4.11E-05) per one SD increase. Furthermore, a positive association was found between serum calcium levels and the risk of gout, with an odds ratio of 1.1479 (95% CI 1.0460 to 1.2598, P = 0.0036) per one SD increase. These findings were robust in extensive sensitivity analyses. By employing MR-PRESSO and Radial MR to eliminate outliers, the observed associations have been reinforced. No clear associations were found between the other micronutrients and the urate levels, as well as the risk of gout. CONCLUSION Our findings provided evidence that there were negative associations between serum vitamin B12 and urate levels, as well as serum folate and the risk of gout, while positive associations existed between the serum calcium levels and urate levels, as well as the risk of gout.
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Affiliation(s)
- Yu Qiu
- School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
| | - Cantao Li
- School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yan Huang
- School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
| | - Chenxi Wu
- School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
| | - Fenfen Li
- School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xiaoxi Zhang
- Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
| | - Daozong Xia
- School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, China.
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Yin R, Gao Q, Fu G, Zhao Q. The causal effect of iron status on risk of anxiety disorders: A two-sample Mendelian randomization study. PLoS One 2024; 19:e0300143. [PMID: 38547239 PMCID: PMC10977787 DOI: 10.1371/journal.pone.0300143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 02/21/2024] [Indexed: 04/02/2024] Open
Abstract
OBJECTIVES Observational studies had investigated the association of iron metabolism with anxiety disorders. The conclusions were inconsistent and not available to reveal the causal or reverse-causal association due to the confounding. In this study we estimated the potential causal effect of iron homeostasis markers on anxiety disorders using two-sample Mendelian randomization (MR) analysis. METHODS Summary data of single nucleotide polymorphisms (SNPs) associated with four iron-related biomarkers were extracted from a recent report about analysis of three genome-wide association study (GWAS), the sample size of which ranged from 131471 to 246139 individuals. The corresponding data for anxiety disorders were from Finngen database (20992 cases and 197800 controls). The analyses were mainly based on inverse variance weighted (IVW) method. In addition, the heterogeneity and pleiotropy of the results were assessed by Cochran's Q test and MR-Egger regression. RESULTS Basing on IVW method, genetically predicted serum iron level, ferritin and transferrin had negative effects on anxiety disorders. The odd ratios (OR) of anxiety disorders per 1 standard deviation (SD) unit increment in iron status biomarkers were 0.922 (95% confidence interval (CI) 0.862-0.986; p = 0.018) for serum iron level, 0.873 (95% CI 0.790-0.964; p = 0.008) for log-transformed ferritin and 0.917 (95% CI 0.867-0.969; p = 0.002) for transferrin saturation. But no statical significance was found in the association of 1 SD unit increased total iron-binding capacity (TIBC) with anxiety disorders (OR 1.080; 95% CI 0.988-1.180; p = 0.091). The analyses were supported by pleiotropy test which suggested no pleiotropic bias. CONCLUSION Our results indicated that genetically determined iron status biomarkers causally linked to the risk of anxiety disorders, providing valuable insights into the genetic research and clinical intervention of anxiety disorders.
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Affiliation(s)
- Ruiying Yin
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Clinical Laboratory of Henan Province, Zhengzhou, Henan, China
| | - Qi Gao
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Clinical Laboratory of Henan Province, Zhengzhou, Henan, China
| | - Guangzhen Fu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Clinical Laboratory of Henan Province, Zhengzhou, Henan, China
| | - Qiang Zhao
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Clinical Laboratory of Henan Province, Zhengzhou, Henan, China
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Liu Y, Clarke R, Bennett DA, Zong G, Gan W. Iron Status and Risk of Heart Disease, Stroke, and Diabetes: A Mendelian Randomization Study in European Adults. J Am Heart Assoc 2024; 13:e031732. [PMID: 38497484 PMCID: PMC11010009 DOI: 10.1161/jaha.123.031732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 02/28/2024] [Indexed: 03/19/2024]
Abstract
BACKGROUND The relevance of iron status biomarkers for coronary artery disease (CAD), heart failure (HF), ischemic stroke (IS), and type 2 diabetes (T2D) is uncertain. We compared the observational and Mendelian randomization (MR) analyses of iron status biomarkers and hemoglobin with these diseases. METHODS AND RESULTS Observational analyses of hemoglobin were compared with genetically predicted hemoglobin with cardiovascular diseases and diabetes in the UK Biobank. Iron biomarkers included transferrin saturation, serum iron, ferritin, and total iron binding capacity. MR analyses assessed associations with CAD (CARDIOGRAMplusC4D [Coronary Artery Disease Genome Wide Replication and Meta-Analysis Plus The Coronary Artery Disease Genetics], n=181 522 cases), HF (HERMES [Heart Failure Molecular Epidemiology for Therapeutic Targets), n=115 150 cases), IS (GIGASTROKE, n=62 100 cases), and T2D (DIAMANTE [Diabetes Meta-Analysis of Trans-Ethnic Association Studies], n=80 154 cases) genome-wide consortia. Observational analyses demonstrated J-shaped associations of hemoglobin with CAD, HF, IS, and T2D. In contrast, MR analyses demonstrated linear positive associations of higher genetically predicted hemoglobin levels with 8% higher risk per 1 SD higher hemoglobin for CAD, 10% to 13% for diabetes, but not with IS or HF in UK Biobank. Bidirectional MR analyses confirmed the causal relevance of iron biomarkers for hemoglobin. Further MR analyses in global consortia demonstrated modest protective effects of iron biomarkers for CAD (7%-14% lower risk for 1 SD higher levels of iron biomarkers), adverse effects for T2D, but no associations with IS or HF. CONCLUSIONS Higher levels of iron biomarkers were protective for CAD, had adverse effects on T2D, but had no effects on IS or HF. Randomized trials are now required to assess effects of iron supplements on risk of CAD in high-risk older people.
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Affiliation(s)
- Yunan Liu
- CAS Key Laboratory of Nutrition, Metabolism and Food SafetyShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of SciencesShanghaiChina
| | - Robert Clarke
- Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Derrick A. Bennett
- Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
- Medical Research Council Population Health Research Unit at the University of OxfordOxfordUnited Kingdom
| | - Geng Zong
- CAS Key Laboratory of Nutrition, Metabolism and Food SafetyShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of SciencesShanghaiChina
| | - Wei Gan
- Human Genetics Centre of Excellence, Novo Nordisk Research Centre Oxford, Innovation Building, Old Road CampusOxfordUnited Kingdom
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Christopherson PA, Tijet N, Haberichter SL, Flood VH, Ross J, Notley C, Rawley O, Montgomery RR, James PD, Lillicrap D. The common VWF variant p.Y1584C: detailed pathogenic examination of an enigmatic sequence change. J Thromb Haemost 2024; 22:666-675. [PMID: 38040335 PMCID: PMC10922911 DOI: 10.1016/j.jtha.2023.11.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 10/26/2023] [Accepted: 11/13/2023] [Indexed: 12/03/2023]
Abstract
BACKGROUND As knowledge of the human genome has advanced, so too has the recognition that interpretation of the pathogenic nature of sequence variants can be challenging. The von Willebrand factor (VWF) gene exhibits a significant degree of sequence variability, and the first VWF variant associated with type 1 von Willebrand disease (VWD), c.4751 A>G, p.Y1584C, was described in 2003. However, since that time, the pathogenic nature of this variant has remained unclear, being assigned properties ranging from a risk factor to a pathogenic variant. OBJECTIVES To provide additional evaluation on the interpretation of pathogenicity for this common VWF variant. METHODS Fifty-eight subjects with only the p.Y1584C variant were recruited from 2 cohort studies (the Zimmerman Program and the Canadian type 1 VWD study). Clinical and laboratory phenotypes were assessed. RESULTS The prevalence of the p.Y1584C variant in our cohorts was 23- to 27-fold higher than that in large normal population databases. Significantly more p.Y1584C subjects had an abnormal bleeding score when compared to Y1584 individuals. In comparison with a group of 35 subjects without the p.Y1584C variant, subjects with the variant had lower mean VWF:antigen and VWF:ristocetin cofactor values and significantly higher VWF propeptide/VWF:antigen ratios suggestive of enhanced clearance. CONCLUSION Collectively, the results of this analysis suggest that p.Y1584C is likely pathogenic, however, due to influences such as incomplete penetrance, variable expressivity, and other genetic modifiers like ABO blood group, the straightforward assignment of pathogenicity to this variant is inevitably challenging.
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Affiliation(s)
| | - Nathalie Tijet
- Department of Pathology and Molecular Medicine, Richardson Laboratory, Queen's University, Kingston, Ontario, Canada
| | | | | | - Justyne Ross
- University of North Carolina, Chapel Hill, North Carolina
| | - Colleen Notley
- Department of Pathology and Molecular Medicine, Richardson Laboratory, Queen's University, Kingston, Ontario, Canada
| | - Orla Rawley
- Department of Pathology and Molecular Medicine, Richardson Laboratory, Queen's University, Kingston, Ontario, Canada
| | | | - Paula D James
- Department of Medicine, Queen's University, Kingston, ON, Canada
| | - David Lillicrap
- Department of Pathology and Molecular Medicine, Richardson Laboratory, Queen's University, Kingston, Ontario, Canada.
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Cederberg KLJ, Peris Sempere V, Lin L, Zhang J, Leary EB, Moore H, Morse AM, Blackman A, Schweitzer PK, Kotagal S, Bogan R, Kushida CA, Mignot E. Proteomic insights into the pathophysiology of periodic limb movements and restless legs syndrome. Sleep Health 2024; 10:S161-S169. [PMID: 37563071 PMCID: PMC10850434 DOI: 10.1016/j.sleh.2023.06.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/11/2023] [Accepted: 06/27/2023] [Indexed: 08/12/2023]
Abstract
OBJECTIVES We used a high-throughput assay of 5000 plasma proteins to identify biomarkers associated with periodic limb movements (PLM) and restless legs syndrome (RLS) in adults. METHODS Participants (n = 1410) of the Stanford Technology Analytics and Genomics in Sleep (STAGES) study had blood collected, completed a sleep questionnaire, and underwent overnight polysomnography with the scoring of PLMs. An aptamer-based array (SomaScan) was used to quantify 5000 proteins in plasma. A second cohort (n = 697) that had serum assayed using a previous iteration of SomaScan (1300 proteins) was used for replication and in a combined analysis (n = 2107). A 5% false discovery rate was used to assess significance. RESULTS Multivariate analyses in STAGES identified 68 proteins associated with the PLM index after correction for multiple testing (ie, base model). Most significantly decreased proteins were iron-related and included Hepcidin (LEAP-1), Ferritin, and Ferritin light chain. Most significantly increased proteins included RANTES, Cathepsin A, and SULT 1A3. Of 68 proteins significant in the base model, 17 were present in the 1300 panel, and 15 of 17 were replicated. The most significant proteins in the combined model were Hepcidin (LEAP-1), Cathepsin A, Ferritin, and RANTES. Exploration of proteins in RLS versus non-RLS identified Cathepsin Z, Heme oxygenase 2 (HO-2), Interleukin-17A (upregulated in the combined cohort), and Megalin (upregulated in STAGES only) although results were less significant than for proteins associated with PLM index. CONCLUSIONS These results confirm the association of PLM with low iron status and suggest the involvement of catabolic enzymes in PLM/RLS.
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Affiliation(s)
- Katie L J Cederberg
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Vicente Peris Sempere
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Ling Lin
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Jing Zhang
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Eileen B Leary
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA; Axsome Therapeutics, New York, NY, USA
| | - Hyatt Moore
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Anne M Morse
- Division of Pediatric Sleep Medicine, Geisinger, Danville, PA, USA; Geisinger Commonwealth School of Medicine, Scranton, PA, USA
| | - Adam Blackman
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Paula K Schweitzer
- Sleep Medicine & Research Center, St. Luke's Hospital, Chesterfield, MO, USA
| | - Suresh Kotagal
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Richard Bogan
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Clete A Kushida
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Emmanuel Mignot
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA.
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He Q, Wang W, Xu D, Xiong Y, You C, Tao C, Ma L. Causal Association of Iron Status With Functional Outcome After Ischemic Stroke. Stroke 2024; 55:423-431. [PMID: 38095120 DOI: 10.1161/strokeaha.123.044930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 11/09/2023] [Indexed: 01/24/2024]
Abstract
BACKGROUND Iron status has been associated with functional outcomes after ischemic stroke (IS). Nonetheless, this association may be affected by confounders. We perform Mendelian randomization to clarify the causal association between iron status and functional outcome after IS. METHODS We obtained summary-level statistics related to iron status biomarkers from a meta-analysis of a gene-wide association study conducted by the Genetics of Iron Status Consortium, which included 11 discovery cohorts and 8 replication cohorts. We also took genetic variants related to 4 biomarkers of iron status from combining gene-wide association study results of Iceland, the United Kingdom, and Denmark to perform a replicate Mendelian randomization analysis. This data set included 4 iron status biomarkers, namely, ferritin, total iron binding capacity, iron, and transferrin saturation (TSAT). The confounders in these data sets have been adjusted to mitigate the collider bias. We acquired summary statistics data sets for functional outcomes following IS from the gene-wide association study meta-analysis conducted by the Genetics of Ischemic Stroke Functional Outcome Consortium. The genetic estimates for functional outcomes at 90 days after IS were evaluated by the modified Rankin Scale score, including 3741 cases with good functional outcomes (modified Rankin Scale score, 0-2) and 2280 subjects with poor functional outcomes poststroke (modified Rankin Scale score, 3-6). Inverse variance weighting was used as the primary method, complemented by sensitivity analyses for pleiotropy and increasing robustness. RESULTS Reported with odds ratios (ORs) of stroke outcome with per SD unit increase in genetically determined iron status biomarker, TSAT and iron were associated with poor functional outcome after IS (TSAT: OR, 1.36 [95% CI, 1.23-1.50]; P=2.27×10-9; iron: OR, 1.44 [95% CI, 1.13-1.85]; P=0.0033). In replicate Mendelian randomization analysis, the detrimental effects of iron on poor functional outcome after IS remained stable (OR, 1.60 [95% CI, 1.24-2.08]; P=0.0003). In the meta-analysis, iron and TSAT were associated with poor functional outcomes after IS (TSAT: ORmeta, 1.35 [95% CI, 1.23-1.48]; iron: ORmeta, 1.51 [95% CI, 1.27-1.81]). Through sensitivity analyses and reverse Mendelian randomization analyses, we confirmed the robustness of the results. CONCLUSIONS Our study provides evidence suggesting a potential causal relationship between iron status and poor functional outcomes after IS. Future studies are required to illuminate the underlying mechanism.
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Affiliation(s)
- Qiang He
- Department of Neurosurgery (Q.H., C.Y., C.T., L.M.), West China Hospital, Sichuan University, Chengdu
| | - Wenjing Wang
- Department of Pharmacy, Institute of Metabolic Diseases and Pharmacotherapy (W.W.), West China Hospital, Sichuan University, Chengdu
| | - Dingkang Xu
- Department of Neurosurgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, China (D.X.)
| | - Yang Xiong
- Department of Urology (Y.X.), West China Hospital, Sichuan University, Chengdu
| | - Chao You
- Department of Neurosurgery (Q.H., C.Y., C.T., L.M.), West China Hospital, Sichuan University, Chengdu
| | - Chuanyuan Tao
- Department of Neurosurgery (Q.H., C.Y., C.T., L.M.), West China Hospital, Sichuan University, Chengdu
| | - Lu Ma
- Department of Neurosurgery (Q.H., C.Y., C.T., L.M.), West China Hospital, Sichuan University, Chengdu
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25
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MA XB, LIU YM, LV YL, QIAN L. Interaction between systemic iron parameters and left ventricular structure and function in the preserved ejection fraction population: a two-sample bidirectional Mendelian randomization study. J Geriatr Cardiol 2024; 21:64-80. [PMID: 38440342 PMCID: PMC10908583 DOI: 10.26599/1671-5411.2024.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND Left ventricular (LV) remodeling and diastolic function in people with heart failure (HF) are correlated with iron status; however, the causality is uncertain. This Mendelian randomization (MR) study investigated the bidirectional causal relationship between systemic iron parameters and LV structure and function in a preserved ejection fraction population. METHODS Transferrin saturation (TSAT), total iron binding capacity (TIBC), and serum iron and ferritin levels were extracted as instrumental variables for iron parameters from meta-analyses of public genome-wide association studies. Individuals without myocardial infarction history, HF, or LV ejection fraction (LVEF) < 50% (n = 16,923) in the UK Biobank Cardiovascular Magnetic Resonance Imaging Study constituted the outcome dataset. The dataset included LV end-diastolic volume, LV end-systolic volume, LV mass (LVM), and LVM-to-end-diastolic volume ratio (LVMVR). We used a two-sample bidirectional MR study with inverse variance weighting (IVW) as the primary analysis method and estimation methods using different algorithms to improve the robustness of the results. RESULTS In the IVW analysis, one standard deviation (SD) increased in TSAT significantly correlated with decreased LVMVR (β = -0.1365; 95% confidence interval [CI]: -0.2092 to -0.0638; P = 0.0002) after Bonferroni adjustment. Conversely, no significant relationships were observed between other iron and LV parameters. After Bonferroni correction, reverse MR analysis showed that one SD increase in LVEF significantly correlated with decreased TSAT (β = -0.0699; 95% CI: -0.1087 to -0.0311; P = 0.0004). No heterogeneity or pleiotropic effects evidence was observed in the analysis. CONCLUSIONS We demonstrated a causal relationship between TSAT and LV remodeling and function in a preserved ejection fraction population.
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Affiliation(s)
- Xiong-Bin MA
- The First Clinical Medical College of Lanzhou University, Lanzhou, Gansu, China
| | - Yong-Ming LIU
- Geriatric Cardiovascular Department and Gansu Clinical Research Center for Geriatric Diseases, First Hospital of Lanzhou University, Gansu, China
| | - Yan-Lin LV
- The First Clinical Medical College of Lanzhou University, Lanzhou, Gansu, China
| | - Lin QIAN
- The First Clinical Medical College of Lanzhou University, Lanzhou, Gansu, China
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Aba Ü, Maslak İC, İpşir C, Pehlivan D, Warnock NI, Tumes DJ, Cildir G, Erman B. A Novel Homozygous Germline Mutation in Transferrin Receptor 1 (TfR1) Leads to Combined Immunodeficiency and Provides New Insights into Iron-Immunity Axis. J Clin Immunol 2024; 44:55. [PMID: 38270687 PMCID: PMC10811203 DOI: 10.1007/s10875-024-01658-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 01/16/2024] [Indexed: 01/26/2024]
Abstract
A homozygous missense mutation in the transferrin receptor 1 (TfR1), also known as CD71, leads to a rare inborn error of immunity (IEI) characterized by the impaired lymphocyte activation and proliferation due to defective iron uptake of cells. However, only one causative mutation (c.58T > C, p.Y20H) in the TFRC gene coding for TfR1 has been reported so far. We herein identified a new disease-causing homozygous germline mutation in the TFRC gene (c.64C > T, p.R22W) (referred to as TfR1R22W from now on) in a Turkish patient with combined immunodeficiency (CID). TfR1R22W results in impaired TfR1 internalization similar to previously defined TfR1Y20H mutation. We found that TfR1R22W is associated with severely restricted B and T lymphocyte clonal diversity and impaired T cell activation and cytokine production as well as defective mitochondrial oxidative phosphorylation in helper T cells. In addition, circulating NK, Treg, and MAIT cell populations were significantly decreased in the patient. Using whole transcriptome analysis, we found dysregulated immune homeostasis and novel biological processes associated with TfR1R22W. We also identified a considerable expansion of circulating low-density neutrophils (LDNs) in patient's PBMCs. Overall, TfR1R22W mutation expands the current understanding of the IEI associated with TfR1 dysfunction and provides new insights underlying impaired immune function, lymphocyte diversity, and granulocyte homeostasis.
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Affiliation(s)
- Ümran Aba
- Department of Pediatric Immunology, Institute of Child Health, Hacettepe University, Ankara, Türkiye
- Can Sucak Research Laboratory for Translational Immunology, Hacettepe University, Ankara, Türkiye
| | - İbrahim Cemal Maslak
- Division of Pediatric Allergy and Immunology, Süleyman Demirel University, Isparta, Türkiye
| | - Canberk İpşir
- Department of Pediatric Immunology, Institute of Child Health, Hacettepe University, Ankara, Türkiye
- Can Sucak Research Laboratory for Translational Immunology, Hacettepe University, Ankara, Türkiye
| | - Damla Pehlivan
- Can Sucak Research Laboratory for Translational Immunology, Hacettepe University, Ankara, Türkiye
| | - Nicholas I Warnock
- Centre for Cancer Biology, SA Pathology and the University of South Australia, Adelaide, SA, 5000, Australia
| | - Damon J Tumes
- Centre for Cancer Biology, SA Pathology and the University of South Australia, Adelaide, SA, 5000, Australia
| | - Gökhan Cildir
- Centre for Cancer Biology, SA Pathology and the University of South Australia, Adelaide, SA, 5000, Australia.
- UniSA Bradley Building, North Terrace, Adelaide, SA, 5000, Australia.
| | - Baran Erman
- Can Sucak Research Laboratory for Translational Immunology, Hacettepe University, Ankara, Türkiye.
- Institute of Child Health, Hacettepe University, Ankara, Türkiye.
- Beytepe Campus of Hacettepe University, HUNITEK Building, Floor 1, 06800, Ankara, Türkiye.
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Li W, Lv BM, Quan Y, Zhu Q, Zhang HY. Associations between Serum Mineral Nutrients, Gut Microbiota, and Risk of Neurological, Psychiatric, and Metabolic Diseases: A Comprehensive Mendelian Randomization Study. Nutrients 2024; 16:244. [PMID: 38257137 PMCID: PMC10818407 DOI: 10.3390/nu16020244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 01/24/2024] Open
Abstract
Recent observational studies have reported associations between serum mineral nutrient levels, gut microbiota composition, and neurological, psychiatric, and metabolic diseases. However, the causal effects of mineral nutrients on gut microbiota and their causal associations with diseases remain unclear and require further investigation. This study aimed to identify the associations between serum mineral nutrients, gut microbiota, and risk of neurological, psychiatric, and metabolic diseases using Mendelian randomization (MR). We conducted an MR study using the large-scale genome-wide association study (GWAS) summary statistics of 5 serum mineral nutrients, 196 gut microbes at the phylum, order, family, and genus levels, and a variety of common neurological, psychiatric, and metabolic diseases. Initially, the independent causal associations of mineral nutrients and gut microbiota with diseases were examined by MR. Subsequently, the causal effect of mineral nutrients on gut microbiota was estimated to investigate whether specific gut microbes mediated the association between mineral nutrients and diseases. Finally, we performed sensitivity analyses to assess the robustness of the study results. After correcting for multiple testing, we identified a total of 33 causal relationships among mineral nutrients, gut microbiota, and diseases. Specifically, we found 4 causal relationships between 3 mineral nutrition traits and 3 disease traits, 15 causal associations between 14 gut microbiota traits and 6 disease traits, and 14 causal associations involving 4 mineral nutrition traits and 15 gut microbiota traits. Meanwhile, 118 suggestive associations were identified. The current study reveals multiple causal associations between serum mineral nutrients, gut microbiota, risk of neurological, psychiatric, and metabolic diseases, and potentially provides valuable insights for subsequent nutritional therapies.
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Affiliation(s)
- Wang Li
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China; (W.L.); (B.-M.L.); (Y.Q.); (H.-Y.Z.)
| | - Bo-Min Lv
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China; (W.L.); (B.-M.L.); (Y.Q.); (H.-Y.Z.)
- Human Phenome Institute, Fudan University, Shanghai 200438, China
| | - Yuan Quan
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China; (W.L.); (B.-M.L.); (Y.Q.); (H.-Y.Z.)
| | - Qiang Zhu
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China; (W.L.); (B.-M.L.); (Y.Q.); (H.-Y.Z.)
- Key Laboratory of Smart Farming for Agricultural Animals, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China
| | - Hong-Yu Zhang
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China; (W.L.); (B.-M.L.); (Y.Q.); (H.-Y.Z.)
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Liu K, Chen Y, Chen J, Chen W, Sun X, Mao Y, Ye D. Genetically determined circulating micronutrients and the risk of nonalcoholic fatty liver disease. Sci Rep 2024; 14:1105. [PMID: 38212362 PMCID: PMC10784479 DOI: 10.1038/s41598-024-51609-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 01/07/2024] [Indexed: 01/13/2024] Open
Abstract
Evidence from epidemiological literature on the association of circulating micronutrients with risk of nonalcoholic fatty liver disease (NAFLD) is inconsistent. We aimed to elucidate the causal relationships using Mendelian randomization (MR). Single-nucleotide polymorphisms associated with 14 circulating micronutrients (β-carotene, calcium, copper, folate, iron, magnesium, phosphorus, selenium, vitamin B6, B12, C, D, K1 and zinc) were employed as instrumental variables. Summary level data for NAFLD were obtained from a genome-wide association study (GWAS) meta-analysis of 8434 cases and 770,180 controls (discovery stage) and another two datasets including 1483 NAFLD cases and 17,781 controls (replication stage 1) and 2134 NAFLD cases and 33,433 controls (replication stage 2). Inverse variance-weighted method (IVW) was used as primary analysis, supplemented with a series of sensitivity analysis. Genetically predicted higher β‑carotene levels were suggestively associated with reduced NAFLD risk [odds ratio (OR) 0.81, 95% confidence interval (CI) 0.66-0.99; P = 0.047], whereas the association did not survive the false discovery rates (FDR) correction (PFDR = 0.164). Genetically predicted circulating iron (OR 1.16, 95% CI 1.05-1.29; P = 0.006, PFDR = 0.028), selenium (OR 1.11, 95% CI 1.03-1.20; P = 0.005, PFDR = 0.028) and vitamin B12 (OR 1.08, 95% CI 1.03-1.13; P = 0.002, PFDR = 0.028) were significantly associated with increased risk of NAFLD. Moreover, the findings were consistent in individual datasets (Pheterogeneity > 0.05) and confirmed in sensitivity analysis. Our study provided evidence that circulating iron, selenium and vitamin B12 might be causally linked to the risk of NAFLD, which deserves further exploration of the potential biological mechanism.
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Affiliation(s)
- Ke Liu
- School of Public Health, Zhejiang Chinese Medical University, 548 Binwen Road, Hangzhou, 310053, Zhejiang, China
| | - Ying Chen
- School of Public Health, Zhejiang Chinese Medical University, 548 Binwen Road, Hangzhou, 310053, Zhejiang, China
| | - Jiaxin Chen
- School of Public Health, Zhejiang Chinese Medical University, 548 Binwen Road, Hangzhou, 310053, Zhejiang, China
| | - Weiwei Chen
- School of Public Health, Zhejiang Chinese Medical University, 548 Binwen Road, Hangzhou, 310053, Zhejiang, China
| | - Xiaohui Sun
- School of Public Health, Zhejiang Chinese Medical University, 548 Binwen Road, Hangzhou, 310053, Zhejiang, China
| | - Yingying Mao
- School of Public Health, Zhejiang Chinese Medical University, 548 Binwen Road, Hangzhou, 310053, Zhejiang, China
| | - Ding Ye
- School of Public Health, Zhejiang Chinese Medical University, 548 Binwen Road, Hangzhou, 310053, Zhejiang, China.
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Hujoel IA, Hujoel MLA. Investigating the role of iron status in the development of coeliac disease: a Mendelian randomisation study. BMJ Open Gastroenterol 2024; 11:e001236. [PMID: 38177066 PMCID: PMC10773400 DOI: 10.1136/bmjgast-2023-001236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 12/11/2023] [Indexed: 01/06/2024] Open
Abstract
OBJECTIVE The environmental trigger behind the increasing prevalence of coeliac disease is not known. One suggested cause is iron deficiency, which is common in coeliac disease. We aimed to evaluate this possible association with Mendelian randomisation (MR), which under certain assumptions can suggest a causal relationship. DESIGN We conducted a two-sample MR study examining the relationship between single nucleotide polymorphisms (SNPs) associated with iron status and the presence of coeliac disease. The SNPs were drawn from a meta-analysis of three genome-wide association studies (GWAS). The association between these SNPs and coeliac disease was assessed using GWAS summary statistics from the UK Biobank. This consists of 336 638 white British individuals, 1855 with coeliac disease. We performed an MR Egger test for pleiotropy and assessed the plausibility of the assumptions of MR to evaluate for possible causality. RESULTS There were four SNPs strongly associated with systemic iron status. These were not associated with known risk factors for coeliac disease. All four SNPs were available in the UK Biobank coeliac disease summary statistics. Harmonising exposure and outcome associations, we found that higher iron status was negatively associated with risk of coeliac disease (OR per 1 SD increase in serum iron: 0.65, 95% CI 0.47 to 0.91). Leave-one-out analyses had consistent results, and no single SNP drove the association. All three assumptions of MR appeared plausible. CONCLUSION We found that genetically lower iron levels were associated with an increased risk of coeliac disease. Our findings highlight a potential opportunity for coeliac disease prevention.
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Affiliation(s)
| | - Margaux Louise Anna Hujoel
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
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Niu YY, Aierken A, Feng L. Unraveling the link between dietary factors and cardiovascular metabolic diseases: Insights from a two-sample Mendelian Randomization investigation. Heart Lung 2024; 63:72-77. [PMID: 37826923 DOI: 10.1016/j.hrtlng.2023.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/29/2023] [Accepted: 09/30/2023] [Indexed: 10/14/2023]
Abstract
BACKGROUND When specific nutrients are inadequate, vulnerability to cardiovascular and metabolic illnesses increases. The data linking dietary nutrition with these illnesses, however, has been sparse in the past observational research and randomized controlled trials. OBJECTIVES A Mendelian randomization (MR) analysis was performed to assess the influence of macronutrients (fat, protein, sugar, and carbohydrates) and micronutrients (β-carotene, folate, calcium, iron, copper, magnesium, phosphorus, selenium, zinc, vitamin C, vitamin D, vitamin B, and vitamin B12) on the susceptibility to cardiovascular metabolic disorders, including coronary artery disease, heart failure, ischemic stroke, and type 2 diabetes. METHODS We employed a two-sample Mendelian randomization (MR) analysis, utilizing inverse variance weighting and conducting comprehensive sensitivity assessments. We obtained publicly accessible summary data from separate cohorts comprising individuals of European ancestry. The level of statistical significance was established at a threshold of P < 0. 00074. RESULTS Based on our research findings, we have established a causal association between the consumption of circulating fat and the development of cardiovascular and metabolic diseases. The study found that an increase of one standard deviation in fat consumption was associated with a decreased risk of heart failure, with an odds ratio of 0. 56 (95 % CI: 0. 40-0. 79; p = 0. 0007). Notably, various sensitivity analyses confirmed the robustness of this association. Conversely, we did not find any significant correlation between other dietary components and the risk of cardiovascular and metabolic disorders. CONCLUSION Our research findings demonstrate a conspicuous impact of dietary fat consumption on the susceptibility to heart failure, independent of coronary artery disease, diabetes, and stroke. Consequently, it is indicated that dietary factors are unrelated to the predisposition to cardiovascular metabolic disorders.
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Affiliation(s)
- Yue-Yue Niu
- Beijing University of Chinese Medicine, Beijing 100029, China; Cadres Health Protection Department, China Academy of Chinese Medical Sciences Guang'anmen Hospital, No. 5, beixiange, Xicheng District, Beijing 100053, China
| | - Aikeremu Aierken
- Beijing University of Chinese Medicine, Beijing 100029, China; Cadres Health Protection Department, China Academy of Chinese Medical Sciences Guang'anmen Hospital, No. 5, beixiange, Xicheng District, Beijing 100053, China
| | - Ling Feng
- Cadres Health Protection Department, China Academy of Chinese Medical Sciences Guang'anmen Hospital, No. 5, beixiange, Xicheng District, Beijing 100053, China.
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Okazaki Y. Iron from the gut: the role of divalent metal transporter 1. J Clin Biochem Nutr 2024; 74:1-8. [PMID: 38292117 PMCID: PMC10822759 DOI: 10.3164/jcbn.23-47] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 10/10/2023] [Indexed: 02/01/2024] Open
Abstract
Mammalian cells contain thousands of metalloproteins and evolved systems to correctly incorporate metal cofactors into their designated sites. Among the transient metals in living cells, iron is the most abundant element that present as an iron sulfur cluster, mono- and dinuclear iron centers or heme for catalytic reactions. Iron homeostasis is tightly regulated by intestinal iron absorption in mammals owing to the lack of an iron excretive transport system, apart from superficial epithelial cell detachment and urinary outflow reabsorptive impairment. In mammals, the central site for iron absorption is in the duodenum, where the divalent metal transporter 1 is essential for iron uptake. The most notable manifestation of mutated divalent metal transporter 1 presents as iron deficiency anemia in humans. In contrast, the mutation of ferroportin, which exports iron, causes iron overload by either gain or loss of function. Furthermore, hepcidin secretion from the liver suppresses iron efflux by internalizing and degrading ferroportin; thus, the hepcidin/ferroportin axis is extensively investigated for its potential as a therapeutic target to treat iron overload. This review focuses on the divalent metal transporter 1-mediated intestinal iron uptake and hepcidin/ferroportin axis that regulate systemic iron homeostasis.
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Affiliation(s)
- Yasumasa Okazaki
- Department of Pathology and Biological Responses, Nagoya University Graduate School of Medicine, Showa-ku, Nagoya, Aichi 466-8550, Japan
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Toivonen J, Allara E, Castrén J, di Angelantonio E, Arvas M. The value of genetic data from 665,460 individuals in managing iron deficiency anaemia and suitability to donate blood. Vox Sang 2024; 119:34-42. [PMID: 38018286 DOI: 10.1111/vox.13564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 08/15/2023] [Accepted: 10/30/2023] [Indexed: 11/30/2023]
Abstract
BACKGROUND AND OBJECTIVES Although the genetic determinants of haemoglobin and ferritin have been widely studied, those of the clinically and globally relevant iron deficiency anaemia (IDA) and deferral due to hypohaemoglobinemia (Hb-deferral) are unclear. In this investigation, we aimed to quantify the value of genetic information in predicting IDA and Hb-deferral. MATERIALS AND METHODS We analysed genetic data from up to 665,460 participants of the FinnGen, Blood Service Biobank and UK Biobank, and used INTERVAL (N = 39,979) for validation. We performed genome-wide association studies (GWASs) of IDA and Hb-deferral and utilized publicly available genetic associations to compute polygenic scores for IDA, ferritin and Hb. We fitted models to estimate the effect sizes of these polygenic risk scores (PRSs) on IDA and Hb-deferral risk while accounting for the individual's age, sex, weight, height, smoking status and blood donation history. RESULTS Significant variants in GWASs of IDA and Hb-deferral appear to be a small subset of variants associated with ferritin and Hb. Effect sizes of genetic predictors of IDA and Hb-deferral are similar to those of age and weight which are typically used in blood donor management. A total genetic score for Hb-deferral was estimated for each individual. The odds ratio estimate between first decile against that at ninth decile of total genetic score distribution ranged from 1.4 to 2.2. CONCLUSION The value of genetic data in predicting IDA or suitability to donate blood appears to be on a practically useful level.
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Affiliation(s)
| | - Elias Allara
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
| | | | - Emanuele di Angelantonio
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
- National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK
- British Heart Foundation Centre of Research Excellence, University of Cambridge, Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
- Health Data Science Research Centre, Human Technopole, Milan, Italy
| | - Mikko Arvas
- Finnish Red Cross Blood Service, Helsinki, Finland
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Liang Y, Luo S, Wong THT, He B, Schooling CM, Au Yeung SL. Association of iron homeostasis biomarkers in type 2 diabetes and glycaemic traits: a bidirectional two-sample Mendelian randomization study. Int J Epidemiol 2023; 52:1914-1925. [PMID: 37400992 DOI: 10.1093/ije/dyad093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 06/14/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Mendelian randomization (MR) studies show iron positively associated with type 2 diabetes (T2D) but included potentially biasing hereditary haemochromatosis variants and did not assess reverse causality. METHODS We assessed the relation of iron homeostasis with T2D and glycaemic traits bidirectionally, using genome-wide association studies (GWAS) of iron homeostasis biomarkers [ferritin, serum iron, total iron-binding capacity (TIBC), transferrin saturation (TSAT) (n ≤ 246 139)], T2D (DIAMANTE n = 933 970 and FinnGen n = 300 483), and glycaemic traits [fasting glucose (FG), 2-h glucose, glycated haemoglobin (HbA1c) and fasting insulin (FI) (n ≤ 209 605)]. Inverse variance weighting (IVW) was the main analysis, supplemented with sensitivity analyses and assessment of mediation by hepcidin. RESULTS Iron homeostasis biomarkers were largely unrelated to T2D, although serum iron was potentially associated with higher T2D [odds ratio: 1.07 per standard deviation; 95% confidence interval (CI): 0.99 to 1.16; P-value: 0.078) in DIAMANTE only. Higher ferritin, serum iron, TSAT and lower TIBC likely decreased HbA1c, but were not associated with other glycaemic traits. Liability to T2D likely increased TIBC (0.03 per log odds; 95% CI: 0.01 to 0.05; P-value: 0.005), FI likely increased ferritin (0.29 per log pmol/L; 95% CI: 0.12 to 0.47; P-value: 8.72 x 10-4). FG likely increased serum iron (0.06 per mmol/L; 95% CI: 0.001 to 0.12; P-value: 0.046). Hepcidin did not mediate these associations. CONCLUSION It is unlikely that ferritin, TSAT and TIBC cause T2D although an association for serum iron could not be excluded. Glycaemic traits and liability to T2D may affect iron homeostasis, but mediation by hepcidin is unlikely. Corresponding mechanistic studies are warranted.
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Affiliation(s)
- Ying Liang
- School of Public Health, LKS Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Shan Luo
- School of Public Health, LKS Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Tommy Hon Ting Wong
- School of Public Health, LKS Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Baoting He
- School of Public Health, LKS Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
| | - C Mary Schooling
- School of Public Health, LKS Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
- School of Public Health and Health Policy, City University of New York, New York, NY, USA
| | - Shiu Lun Au Yeung
- School of Public Health, LKS Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China
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Akçimen F, Chia R, Saez-Atienzar S, Ruffo P, Rasheed M, Ross JP, Liao C, Ray A, Dion PA, Scholz SW, Rouleau GA, Traynor BJ. Genomic analysis identifies risk factors in restless legs syndrome. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.19.23300211. [PMID: 38168192 PMCID: PMC10760278 DOI: 10.1101/2023.12.19.23300211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Restless legs syndrome (RLS) is a neurological condition that causes uncomfortable sensations in the legs and an irresistible urge to move them, typically during periods of rest. The genetic basis and pathophysiology of RLS are incompletely understood. Here, we present a whole-genome sequencing and genome-wide association meta-analysis of RLS cases (n = 9,851) and controls (n = 38,957) in three population-based biobanks (All of Us, Canadian Longitudinal Study on Aging, and CARTaGENE). Genome-wide association analysis identified nine independent risk loci, of which eight had been previously reported, and one was a novel risk locus (LMX1B, rs35196838, OR = 1.14, 95% CI = 1.09-1.19, p-value = 2.2 × 10-9). A genome-wide, gene-based common variant analysis identified GLO1 as an additional risk gene (p-value = 8.45 × 10-7). Furthermore, a transcriptome-wide association study also identified GLO1 and a previously unreported gene, ELFN1. A genetic correlation analysis revealed significant common variant overlaps between RLS and neuroticism (rg = 0.40, se = 0.08, p-value = 5.4 × 10-7), depression (rg = 0.35, se = 0.06, p-value = 2.17 × 10-8), and intelligence (rg = -0.20, se = 0.06, p-value = 4.0 × 10-4). Our study expands the understanding of the genetic architecture of RLS and highlights the contributions of common variants to this prevalent neurological disorder.
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Affiliation(s)
- Fulya Akçimen
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Ruth Chia
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Sara Saez-Atienzar
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Paola Ruffo
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
- Medical Genetics Laboratory, Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, Italy
| | - Memoona Rasheed
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Jay P. Ross
- Department of Human Genetics, McGill University, Montréal, QC, Canada
- Montreal Neurological Institute, McGill University, Montréal, QC, Canada
| | - Calwing Liao
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Anindita Ray
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Patrick A. Dion
- Montreal Neurological Institute, McGill University, Montréal, QC, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, QC, Canada
| | - Sonja W. Scholz
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, MD, USA
| | - Guy A. Rouleau
- Department of Human Genetics, McGill University, Montréal, QC, Canada
- Montreal Neurological Institute, McGill University, Montréal, QC, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, QC, Canada
| | - Bryan J. Traynor
- Neuromuscular Diseases Research Section, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, MD, USA
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Zhang W, Najafabadi H, Li Y. SparsePro: An efficient fine-mapping method integrating summary statistics and functional annotations. PLoS Genet 2023; 19:e1011104. [PMID: 38153934 PMCID: PMC10781022 DOI: 10.1371/journal.pgen.1011104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 01/10/2024] [Accepted: 12/11/2023] [Indexed: 12/30/2023] Open
Abstract
Identifying causal variants from genome-wide association studies (GWAS) is challenging due to widespread linkage disequilibrium (LD) and the possible existence of multiple causal variants in the same genomic locus. Functional annotations of the genome may help to prioritize variants that are biologically relevant and thus improve fine-mapping of GWAS results. Classical fine-mapping methods conducting an exhaustive search of variant-level causal configurations have a high computational cost, especially when the underlying genetic architecture and LD patterns are complex. SuSiE provided an iterative Bayesian stepwise selection algorithm for efficient fine-mapping. In this work, we build connections between SuSiE and a paired mean field variational inference algorithm through the implementation of a sparse projection, and propose effective strategies for estimating hyperparameters and summarizing posterior probabilities. Moreover, we incorporate functional annotations into fine-mapping by jointly estimating enrichment weights to derive functionally-informed priors. We evaluate the performance of SparsePro through extensive simulations using resources from the UK Biobank. Compared to state-of-the-art methods, SparsePro achieved improved power for fine-mapping with reduced computation time. We demonstrate the utility of SparsePro through fine-mapping of five functional biomarkers of clinically relevant phenotypes. In summary, we have developed an efficient fine-mapping method for integrating summary statistics and functional annotations. Our method can have wide utility in understanding the genetics of complex traits and increasing the yield of functional follow-up studies of GWAS. SparsePro software is available on GitHub at https://github.com/zhwm/SparsePro.
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Affiliation(s)
- Wenmin Zhang
- Quantitative Life Sciences, McGill University, Montreal, Quebec, Canada
| | - Hamed Najafabadi
- Quantitative Life Sciences, McGill University, Montreal, Quebec, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Dahdaleh Institute of Genomic Medicine, Montreal, Quebec, Canada
| | - Yue Li
- Quantitative Life Sciences, McGill University, Montreal, Quebec, Canada
- School of Computer Science, McGill University, Montreal, Quebec, Canada
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Dack K, Bustamante M, Taylor CM, Llop S, Lozano M, Yousefi P, Gražulevičienė R, Gutzkow KB, Brantsæter AL, Mason D, Escaramís G, Lewis SJ. Genome-Wide Association Study of Blood Mercury in European Pregnant Women and Children. Genes (Basel) 2023; 14:2123. [PMID: 38136945 PMCID: PMC10742428 DOI: 10.3390/genes14122123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/16/2023] [Accepted: 11/22/2023] [Indexed: 12/24/2023] Open
Abstract
Mercury has high industrial utility and is present in many products, and environmental contamination and occupational exposure are widespread. There are numerous biological systems involved in the absorption, metabolism, and excretion of Hg, and it is possible that some systems may be impacted by genetic variation. If so, genotype may affect tissue concentrations of Hg and subsequent toxic effects. Genome-wide association testing was performed on blood Hg samples from pregnant women of the Avon Longitudinal Study of Parents and Children (n = 2893) and children of the Human Early Life Exposome (n = 1042). Directly-genotyped single-nucleotide polymorphisms (SNPs) were imputed to the Haplotype Reference Consortium r1.1 panel of whole genotypes and modelled againstlog-transformed Hg. Heritability was estimated using linkage disequilibrium score regression. The heritability of Hg was estimated as 24.0% (95% CI: 16.9% to 46.4%) in pregnant women, but could not be determined in children. There were 16 SNPs associated with Hg in pregnant women above a suggestive p-value threshold (p < 1 × 10-5), and 21 for children. However, no SNP passed this threshold in both studies, and none were genome-wide significant (p < 5 × 10-8). SNP-Hg associations were highly discordant between women and children, and this may reflect differences in metabolism, a gene-age interaction, or dose-response effects. Several suggestive variants had plausible links to Hg metabolism, such as rs146099921 in metal transporter SLC39A14, and two variants (rs28618224, rs7154700) in potassium voltage-gated channel genes. The findings would benefit from external validation, as suggestive results may contain both true associations and false positives.
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Affiliation(s)
- Kyle Dack
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol BS8 1TH, UK; (K.D.)
| | - Mariona Bustamante
- ISGlobal, Institute for Global Health, 08036 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), 08018 Barcelona, Spain
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain (G.E.)
| | - Caroline M. Taylor
- Centre for Academic Child Health, Bristol Medical School, University of Bristol, Bristol BS8 2PS, UK;
| | - Sabrina Llop
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain (G.E.)
- Epidemiology and Environmental Health Joint Research Unit, FISABIO- Universitat Jaume I - Universitat de València, 46020 Valencia, Spain
| | - Manuel Lozano
- Epidemiology and Environmental Health Joint Research Unit, FISABIO- Universitat Jaume I - Universitat de València, 46020 Valencia, Spain
- Department of Preventative Medicine, Food Sciences, Toxicology and Forensic Medicine Department, Universitat de València, 46100 Valencia, Spain
| | - Paul Yousefi
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol BS8 1TH, UK; (K.D.)
| | - Regina Gražulevičienė
- Department of Environmental Sciences, Faculty of Natural Sciences, Vytautas Magnus University, 53361 Kaunas, Lithuania
| | - Kristine Bjerve Gutzkow
- Department of Air Quality and Noise, Division of Climate and Environmental Health, Norwegian Institute of Public Health, P.O. Box 222 Skoyen, NO-0213 Oslo, Norway;
| | - Anne Lise Brantsæter
- Department of Food Safety, Division of Climate and Environmental Health, Norwegian Institute of Public Health, P.O. Box 222 Skoyen, NO-0213 Oslo, Norway
| | - Dan Mason
- Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford BD9 6RJ, UK
| | - Georgia Escaramís
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain (G.E.)
- Department of Biomedical Sciences, Institute of Neuroscience, University of Barcelona, 08035 Barcelona, Spain
| | - Sarah J. Lewis
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol BS8 1TH, UK; (K.D.)
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol BS8 1TH, UK
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Jensson BO, Arnadottir GA, Katrinardottir H, Fridriksdottir R, Helgason H, Oddsson A, Sveinbjornsson G, Eggertsson HP, Halldorsson GH, Atlason BA, Jonsson H, Oskarsson GR, Sturluson A, Gudjonsson SA, Thorisson GA, Zink F, Moore KHS, Palsson G, Sigurdsson A, Jonasdottir A, Jonasdottir A, Magnusson MK, Helgadottir A, Steinthorsdottir V, Gudmundsson J, Stacey SN, Hilmarsson R, Olafsson I, Johannsson OT, Arnar DO, Saemundsdottir J, Magnusson OT, Masson G, Halldorsson BV, Helgason A, Stefansson H, Jonsdottir I, Holm H, Rafnar T, Thorsteinsdottir U, Gudbjartsson DF, Stefansson K, Sulem P. Actionable Genotypes and Their Association with Life Span in Iceland. N Engl J Med 2023; 389:1741-1752. [PMID: 37937776 DOI: 10.1056/nejmoa2300792] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2023]
Abstract
BACKGROUND In 2021, the American College of Medical Genetics and Genomics (ACMG) recommended reporting actionable genotypes in 73 genes associated with diseases for which preventive or therapeutic measures are available. Evaluations of the association of actionable genotypes in these genes with life span are currently lacking. METHODS We assessed the prevalence of coding and splice variants in genes on the ACMG Secondary Findings, version 3.0 (ACMG SF v3.0), list in the genomes of 57,933 Icelanders. We assigned pathogenicity to all reviewed variants using reported evidence in the ClinVar database, the frequency of variants, and their associations with disease to create a manually curated set of actionable genotypes (variants). We assessed the relationship between these genotypes and life span and further examined the specific causes of death among carriers. RESULTS Through manual curation of 4405 sequence variants in the ACMG SF v3.0 genes, we identified 235 actionable genotypes in 53 genes. Of the 57,933 participants, 2306 (4.0%) carried at least one actionable genotype. We found shorter median survival among persons carrying actionable genotypes than among noncarriers. Specifically, we found that carrying an actionable genotype in a cancer gene was associated with survival that was 3 years shorter than that among noncarriers, with causes of death among carriers attributed primarily to cancer-related conditions. Furthermore, we found evidence of association between carrying an actionable genotype in certain genes in the cardiovascular disease group and a reduced life span. CONCLUSIONS On the basis of the ACMG SF v3.0 guidelines, we found that approximately 1 in 25 Icelanders carried an actionable genotype and that carrying such a genotype was associated with a reduced life span. (Funded by deCODE Genetics-Amgen.).
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Affiliation(s)
- Brynjar O Jensson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Gudny A Arnadottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Hildigunnur Katrinardottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Run Fridriksdottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Hannes Helgason
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Asmundur Oddsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Gardar Sveinbjornsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Hannes P Eggertsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Gisli H Halldorsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Bjarni A Atlason
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Hakon Jonsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Gudjon R Oskarsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Arni Sturluson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Sigurjon A Gudjonsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Gudmundur A Thorisson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Florian Zink
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Kristjan H S Moore
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Gunnar Palsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Asgeir Sigurdsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Adalbjorg Jonasdottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Aslaug Jonasdottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Magnus K Magnusson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Anna Helgadottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Valgerdur Steinthorsdottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Julius Gudmundsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Simon N Stacey
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Rafn Hilmarsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Isleifur Olafsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Oskar T Johannsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - David O Arnar
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Jona Saemundsdottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Olafur T Magnusson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Gisli Masson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Bjarni V Halldorsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Agnar Helgason
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Hreinn Stefansson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Ingileif Jonsdottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Hilma Holm
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Thorunn Rafnar
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Unnur Thorsteinsdottir
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Daniel F Gudbjartsson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Kari Stefansson
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
| | - Patrick Sulem
- From deCODE Genetics-Amgen (B.O.J., G.A.A., H.K., R.F., H. Helgason, A.O., G.S., H.P.E., G.H.H., B.A.A., H.J., G.R.O., A. Sturluson, S.A.G., G.A.T., F.Z., K.H.S.M., G.P., A. Sigurdsson, Adalbjorg Jonasdottir, Aslaug Jonasdottir, M.K.M., A. Helgadottir, V.S., J.G., S.N.S., D.O.A., J.S., O.T.M., G.M., B.V.H., A. Helgason, H.S., I.J., H. Holm, T.R., U.T., D.F.G., K.S., P.S.), the Faculty of Medicine, School of Health Sciences (G.A.A., M.K.M., R.H., D.O.A., I.J., U.T., K.S.), the Department of Anthropology (K.H.S.M., A. Helgason), and the School of Engineering and Natural Sciences (H. Helgason, G.H.H., D.F.G.), University of Iceland, the Departments of Urology (R.H.), Clinical Biochemistry (I.O.), Oncology (O.T.J.), Medicine (D.O.A.), and Immunology (I.J.), Landspitali-the National University Hospital of Iceland, and the School of Science and Engineering, Reykjavik University (B.V.H.) - all in Reykjavik, Iceland
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Wang Z, Liu Y, Zhang S, Yuan Y, Chen S, Li W, Zuo M, Xiang Y, Li T, Yang W, Yang Y, Liu Y. Effects of iron homeostasis on epigenetic age acceleration: a two-sample Mendelian randomization study. Clin Epigenetics 2023; 15:159. [PMID: 37805541 PMCID: PMC10559596 DOI: 10.1186/s13148-023-01575-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 09/29/2023] [Indexed: 10/09/2023] Open
Abstract
BACKGROUND Epigenetic clocks constructed from DNA methylation patterns have emerged as excellent predictors of aging and aging-related health outcomes. Iron, a crucial element, is meticulously regulated within organisms, a phenomenon referred as iron homeostasis. Previous researches have demonstrated the sophisticated connection between aging and iron homeostasis. However, their causal relationship remains relatively unexplored. RESULTS Through two-sample Mendelian randomization (MR) utilizing the random effect inverse variance weighted (IVW) method, each standard deviation (SD) increase in serum iron was associated with increased GrimAge acceleration (GrimAA, BetaIVW = 0.27, P = 8.54E-03 in 2014 datasets; BetaIVW = 0.31, P = 1.25E-02 in 2021 datasets), HannumAge acceleration (HannumAA, BetaIVW = 0.32, P = 4.50E-03 in 2014 datasets; BetaIVW = 0.32, P = 8.03E-03 in 2021 datasets) and Intrinsic epigenetic age acceleration (IEAA, BetaIVW = 0.34, P = 5.33E-04 in 2014 datasets; BetaIVW = 0.49, P = 9.94E-04 in 2021 datasets). Similar results were also observed in transferrin saturation. While transferrin manifested a negative association with epigenetic age accelerations (EAAs) sensitivity analyses. Besides, lack of solid evidence to support a causal relationship from EAAs to iron-related biomarkers. CONCLUSIONS The results of present investigation unveiled the causality of iron overload on acceleration of epigenetic clocks. Researches are warranted to illuminate the underlying mechanisms and formulate strategies for potential interventions.
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Affiliation(s)
- Zhihao Wang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Yi Liu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Shuxin Zhang
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yunbo Yuan
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Siliang Chen
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Wenhao Li
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Mingrong Zuo
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Yufan Xiang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Tengfei Li
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Wanchun Yang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Yuan Yang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Yanhui Liu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China.
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Burstein D, Griffen TC, Therrien K, Bendl J, Venkatesh S, Dong P, Modabbernia A, Zeng B, Mathur D, Hoffman G, Sysko R, Hildebrandt T, Voloudakis G, Roussos P. Genome-wide analysis of a model-derived binge eating disorder phenotype identifies risk loci and implicates iron metabolism. Nat Genet 2023; 55:1462-1470. [PMID: 37550530 PMCID: PMC10947608 DOI: 10.1038/s41588-023-01464-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 06/29/2023] [Indexed: 08/09/2023]
Abstract
Binge eating disorder (BED) is the most common eating disorder, yet its genetic architecture remains largely unknown. Studying BED is challenging because it is often comorbid with obesity, a common and highly polygenic trait, and it is underdiagnosed in biobank data sets. To address this limitation, we apply a supervised machine-learning approach (using 822 cases of individuals diagnosed with BED) to estimate the probability of each individual having BED based on electronic medical records from the Million Veteran Program. We perform a genome-wide association study of individuals of African (n = 77,574) and European (n = 285,138) ancestry while controlling for body mass index to identify three independent loci near the HFE, MCHR2 and LRP11 genes and suggest APOE as a risk gene for BED. We identify shared heritability between BED and several neuropsychiatric traits, and implicate iron metabolism in the pathophysiology of BED. Overall, our findings provide insights into the genetics underlying BED and suggest directions for future translational research.
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Affiliation(s)
- David Burstein
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mental Illness Research, Education, and Clinical Center (VISN 2 South), James J. Peters VA Medical Center, New York, NY, USA
| | - Trevor C Griffen
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center of Excellence in Eating and Weight Disorders, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
| | - Karen Therrien
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mental Illness Research, Education, and Clinical Center (VISN 2 South), James J. Peters VA Medical Center, New York, NY, USA
| | - Jaroslav Bendl
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sanan Venkatesh
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mental Illness Research, Education, and Clinical Center (VISN 2 South), James J. Peters VA Medical Center, New York, NY, USA
| | - Pengfei Dong
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Biao Zeng
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Deepika Mathur
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Gabriel Hoffman
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robyn Sysko
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center of Excellence in Eating and Weight Disorders, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tom Hildebrandt
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center of Excellence in Eating and Weight Disorders, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Georgios Voloudakis
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Mental Illness Research, Education, and Clinical Center (VISN 2 South), James J. Peters VA Medical Center, New York, NY, USA.
| | - Panos Roussos
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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Monfrini E, Pelucchi S, Hollmén M, Viitala M, Mariani R, Bertola F, Majore S, Di Fonzo A, Piperno A. A form of inherited hyperferritinemia associated with bi-allelic pathogenic variants of STAB1. Am J Hum Genet 2023; 110:1436-1443. [PMID: 37490907 PMCID: PMC10432174 DOI: 10.1016/j.ajhg.2023.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 06/29/2023] [Accepted: 07/06/2023] [Indexed: 07/27/2023] Open
Abstract
Hyperferritinemia is a frequent finding in several conditions, both genetic and acquired. We previously studied eleven healthy subjects from eight different families presenting with unexplained hyperferritinemia. Their findings suggested the existence of an autosomal-recessive disorder. We carried out whole-exome sequencing to detect the genetic cause of hyperferritinemia. Immunohistochemistry and flow cytometry assays were performed on liver biopsies and monocyte-macrophages to confirm the pathogenic role of the identified candidate variants. Through a combined approach of whole-exome sequencing and homozygosity mapping, we found bi-allelic STAB1 variants in ten subjects from seven families. STAB1 encodes the multifunctional scavenger receptor stabilin-1. Immunohistochemistry and flow cytometry analyses showed absent or markedly reduced stabilin-1 in liver samples, monocytes, and monocyte-derived macrophages. Our findings show a strong association between otherwise unexplained hyperferritinemia and bi-allelic STAB1 mutations suggesting the existence of another genetic cause of hyperferritinemia without iron overload and an unexpected function of stabilin-1 in ferritin metabolism.
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Affiliation(s)
- Edoardo Monfrini
- Dino Ferrari Center, Department of Pathophysiology and Transplantation, University of Milano, Milano, Italy; Foundation IRCCS Cà Granda Ospedale Maggiore Policlinico, Neurology Unit, Milano, Italy
| | - Sara Pelucchi
- School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Maija Hollmén
- MediCity Research Laboratory and InFLAMES flagship, University of Turku, Turku, Finland
| | - Miro Viitala
- MediCity Research Laboratory and InFLAMES flagship, University of Turku, Turku, Finland
| | - Raffaella Mariani
- Centre for Rare Disease - Disorders of Iron Metabolism, Fondazione IRCCS, San Gerardo dei Tintori, European Reference Network - EuroBloodNet, Monza, Italy
| | - Francesca Bertola
- Cytogenetics and Medical Genetics, Fondazione IRCCS, San Gerardo dei Tintori, Monza, Italy
| | - Silvia Majore
- Medical Genetics, Department of Molecular Medicine, Sapienza University, San Camillo-Forlanini Hospital, Roma, Italy
| | - Alessio Di Fonzo
- Foundation IRCCS Cà Granda Ospedale Maggiore Policlinico, Neurology Unit, Milano, Italy
| | - Alberto Piperno
- Centre for Rare Disease - Disorders of Iron Metabolism, Fondazione IRCCS, San Gerardo dei Tintori, European Reference Network - EuroBloodNet, Monza, Italy; Centro Ricerca Tettamanti, Monza, Italy.
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41
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Butler-Laporte G, Farjoun Y, Chen Y, Hultström M, Liang KYH, Nakanishi T, Su CY, Yoshiji S, Forgetta V, Richards JB. Increasing serum iron levels and their role in the risk of infectious diseases: a Mendelian randomization approach. Int J Epidemiol 2023; 52:1163-1174. [PMID: 36773317 PMCID: PMC10396421 DOI: 10.1093/ije/dyad010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 02/02/2023] [Indexed: 02/13/2023] Open
Abstract
OBJECTIVES Increased iron stores have been associated with elevated risks of different infectious diseases, suggesting that iron supplementation may increase the risk of infections. However, these associations may be biased by confounding or reverse causation. This is important, since up to 19% of the population takes iron supplementation. We used Mendelian randomization (MR) to bypass these biases and estimate the causal effect of iron on infections. METHODS As instrumental variables, we used genetic variants associated with iron biomarkers in two genome-wide association studies (GWASs) of European ancestry participants. For outcomes, we used GWAS results from the UK Biobank, FinnGen, the COVID-19 Host Genetics Initiative or 23andMe, for seven infection phenotypes: 'any infections', combined, COVID-19 hospitalization, candidiasis, pneumonia, sepsis, skin and soft tissue infection (SSTI) and urinary tract infection (UTI). RESULTS Most of our analyses showed increasing iron (measured by its biomarkers) was associated with only modest changes in the odds of infectious outcomes, with all 95% odds ratios confidence intervals within the 0.88 to 1.26 range. However, for the three predominantly bacterial infections (sepsis, SSTI, UTI), at least one analysis showed a nominally elevated risk with increased iron stores (P <0.05). CONCLUSION Using MR, we did not observe an increase in risk of most infectious diseases with increases in iron stores. However for bacterial infections, higher iron stores may increase odds of infections. Hence, using genetic variation in iron pathways as a proxy for iron supplementation, iron supplements are likely safe on a population level, but we should continue the current practice of conservative iron supplementation during bacterial infections or in those at high risk of developing them.
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Affiliation(s)
- Guillaume Butler-Laporte
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, QC, Canada
| | - Yossi Farjoun
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Yiheng Chen
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Michael Hultström
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, QC, Canada
- Anaesthesiology and Intensive Care Medicine, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
- Integrative Physiology, Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Kevin Y H Liang
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Tomoko Nakanishi
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Department of Human Genetics, McGill University, Montréal, QC, Canada
- Kyoto-McGill International Collaborative School in Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Chen-Yang Su
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Satoshi Yoshiji
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Kyoto-McGill International Collaborative School in Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Vincenzo Forgetta
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - J Brent Richards
- Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, QC, Canada
- Department of Human Genetics, McGill University, Montréal, QC, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of the McGill University Health Centre, Montréal, QC, Canada
- Department of Twin Research, King’s College London, London, UK
- 5 Prime Sciences Inc., Montreal, QC, Canada
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Li RT, Yang YJ, Liu WJ, Liang WW, Zhang M, Dong SC, Shu YJ, Guo DL, Guo CH, Bi YD. MsNRAMP2 Enhances Tolerance to Iron Excess Stress in Nicotiana tabacum and MsMYB Binds to Its Promoter. Int J Mol Sci 2023; 24:11278. [PMID: 37511038 PMCID: PMC10379929 DOI: 10.3390/ijms241411278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/30/2023] Open
Abstract
Iron(Fe) is a trace metal element necessary for plant growth, but excess iron is harmful to plants. Natural resistance-associated macrophage proteins (NRAMPs) are important for divalent metal transport in plants. In this study, we isolated the MsNRAMP2 (MN_547960) gene from alfalfa, the perennial legume forage. The expression of MsNRAMP2 is specifically induced by iron excess. Overexpression of MsNRAMP2 conferred transgenic tobacco tolerance to iron excess, while it conferred yeast sensitivity to excess iron. Together with the MsNRAMP2 gene, MsMYB (MN_547959) expression is induced by excess iron. Y1H indicated that the MsMYB protein could bind to the "CTGTTG" cis element of the MsNRAMP2 promoter. The results indicated that MsNRAMP2 has a function in iron transport and its expression might be regulated by MsMYB. The excess iron tolerance ability enhancement of MsNRAMP2 may be involved in iron transport, sequestration, or redistribution.
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Affiliation(s)
- Run-Tian Li
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
| | - Yun-Jiao Yang
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
| | - Wen-Jun Liu
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
| | - Wen-Wei Liang
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
- Institute of Crops Tillage and Cultivation, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
| | - Miao Zhang
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
| | - Shi-Chen Dong
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
| | - Yong-Jun Shu
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
| | - Dong-Lin Guo
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
| | - Chang-Hong Guo
- College of Life Science and Technology, Harbin Normal University, Harbin 150025, China
| | - Ying-Dong Bi
- Institute of Crops Tillage and Cultivation, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China
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Nassar ES, Elnemr R, Shaaban A, Elhameed AA, Taleb RSZ. Association between AXIN1 gene polymorphism (rs9921222) of WNT signaling pathway and susceptibility to osteoporosis in Egyptian patients: a case-control study. BMC Musculoskelet Disord 2023; 24:527. [PMID: 37380960 PMCID: PMC10303865 DOI: 10.1186/s12891-023-06644-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 06/16/2023] [Indexed: 06/30/2023] Open
Abstract
BACKGROUND Osteoporosis (OP) is the most prevalent metabolic bone disease. Numerous genetic loci are strongly related to OP. AXIN1 is a significant gene that serves an important role in the WNT signaling pathway. The aim of this study was to explore the association between the AXIN1 genetic polymorphism (rs9921222) and OP susceptibility. METHODS A total of 101 subjects were enrolled in the study (50 patients with OP and 51 healthy individuals). Genomic DNA was extracted from whole blood using the QIAamp DNA Blood Mini Kit, and the AXIN1 gene polymorphism (rs9921222) was genotyped by TaqMan allelic discrimination assays. A logistic regression analysis was used to assess the association between genotypes and OP risk. RESULTS We found that AXIN1 rs9921222 had a significant association with the susceptibility of OP under the homozygote model (TT vs. CC: OR = 16.6, CI = 2.03-136.4, p = 0.009), (CT vs. CC: OR = 6.3, CI = 1.23-31.8, p = 0.027), recessive genetic model (TT vs.TC-CC: OR = 13.6, CI = 1.7-110.4, p = 0.015), and the dominant model (TT-TC vs. CC: OR = 9.7, CI = 2.6-36.3, p < 0.001). Allele T was significantly associated with OP risk (T vs. C: OR = 10.5, CI = 3.5-31.15, p = 0.001). There was a statistically significant difference between genotypes in mean platelet volume (p = 0.004), and platelet distribution width (p = 0.025). In addition, lumbar spine bone density, and femur neck bone density were significantly different between genotypes (p < 0.001). CONCLUSION AXIN1 rs9921222 was associated with OP susceptibility in the Egyptian population and should be considered a potential determinant risk for OP.
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Affiliation(s)
- Eman Saad Nassar
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Rehab Elnemr
- Department of Physical Medicine, Rheumatology and Rehabilitation, Faculty of Medicine, Alexandria University, Alexandria, Egypt.
| | - Ahmed Shaaban
- Department of Internal medicine, Rheumatology & Immunology division, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Asmaa Abd Elhameed
- Biomedical Informatics and Medical Statistics Department, Medical Research Institute, Alexandria University, Alexandria, Egypt
| | - Raghda Saad Zaghloul Taleb
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
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Ganz T, Nemeth E, Rivella S, Goldberg P, Dibble AR, McCaleb ML, Guo S, Monia BP, Barrett TD. TMPRSS6 as a Therapeutic Target for Disorders of Erythropoiesis and Iron Homeostasis. Adv Ther 2023; 40:1317-1333. [PMID: 36690839 PMCID: PMC10070284 DOI: 10.1007/s12325-022-02421-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Accepted: 12/23/2022] [Indexed: 01/25/2023]
Abstract
TMPRSS6 is a serine protease highly expressed in the liver. Its role in iron regulation was first reported in 2008 when mutations in TMPRSS6 were shown to be the cause of iron-refractory iron deficiency anemia (IRIDA) in humans and in mouse models. TMPRSS6 functions as a negative regulator of the expression of the systemic iron-regulatory hormone hepcidin. Over the last decade and a half, growing understanding of TMPRSS6 biology and mechanism of action has enabled development of new therapeutic approaches for patients with diseases of erythropoiesis and iron homeostasis.ClinicalTrials.gov identifier NCT03165864.
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Affiliation(s)
- Tomas Ganz
- Department of Medicine and Pathology, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA.
| | - Elizabeta Nemeth
- Department of Medicine, University of California, Los Angeles, CA, 90095, USA
| | - Stefano Rivella
- Department of Pediatrics, Division of Hematology, Children's Hospital of Philadelphia (CHOP), 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Cell and Molecular Biology Graduate Group (CAMB), University of Pennsylvania, Abramson Research Center, 3615 Civic Center Boulevard, Room 316B, Philadelphia, PA, 19104, USA
| | - Paul Goldberg
- Prilenia Therapeutics, Herzliya, Israel
- Ionis Pharmaceuticals, Inc., Carlsbad, CA, USA
| | | | | | - Shuling Guo
- Ionis Pharmaceuticals, Inc., Carlsbad, CA, USA
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Besa E, Tembo MJ, Mulenga C, Mweetwa M, Choudhry N, Chandwe K, Storer C, Head R, Amadi B, Haritunians T, McGovern D, Kwenda G, Peiris M, Kelly P. Potential determinants of low circulating glucagon-like peptide 2 concentrations in Zambian children with non-responsive stunting. Exp Physiol 2023; 108:568-580. [PMID: 36744850 PMCID: PMC10103869 DOI: 10.1113/ep090492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 01/19/2023] [Indexed: 02/07/2023]
Abstract
NEW FINDINGS What is the central question of this study? Non-responsive stunting is characterised by a progressive decline of circulating glucagon-like peptide 2: what are the possible causes of this decline? What is the main finding and its importance? In contrast with the established loss of Paneth and goblet cells in environmental enteropathy, there was no evidence of a parallel loss of enteroendocrine cells as seen by positive tissue staining for chromogranin A. Transcriptomic and genomic analyses showed evidence of genetic transcripts that could account for some of the variability seen in circulating glucagon-like peptide 2 values. ABSTRACT Nutrient sensing determines digestive and hormonal responses following nutrient ingestion. We have previously reported decreased levels of glucagon-like peptide 2 (GLP-2) in children with stunting. Here we demonstrate the presence of enteroendocrine cells in stunted children and explore potential pathways that may be involved in reduced circulating levels of GLP-2. At the time of performing diagnostic endoscopies for non-responsive stunted children, intestinal biopsies were collected for immunofluorescence staining of enteroendocrine cells and transcriptomic analysis. Circulating levels of GLP-2 were also measured and correlated with transcriptomic data. An exploratory genome-wide association study (GWAS) was conducted on DNA samples (n = 158) to assess genetic contribution to GLP-2 variability. Intestinal tissue sections collected from non-responsive stunted children stained positive for chromogranin A (88/89), alongside G-protein-coupled receptors G-protein receptor 119 (75/87), free fatty acid receptor 3 (76/89) and taste 1 receptor 1 (39/45). Transcriptomic analysis found three pathways correlated with circulating GLP-2: sugar metabolism, epithelial transport, and barrier function, which likely reflect downstream events following receptor-ligand interaction. GWAS analysis revealed potential genetic contributions to GLP-2 half-life and receptor binding. Enteroendocrine cell loss was not identified in stunted Zambian children as has been observed for goblet and Paneth cells. Transcriptomic analysis suggests that GLP-2 has pleiotrophic actions on the intestinal mucosa in malnutrition, but further work is needed to dissect pathways leading to perturbations in nutrient sensing.
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Affiliation(s)
- Ellen Besa
- Tropical Gastroenterology and Nutrition Group, School of MedicineUniversity of ZambiaLusakaZambia
| | - Mizinga Jacqueline Tembo
- Tropical Gastroenterology and Nutrition Group, School of MedicineUniversity of ZambiaLusakaZambia
| | - Chola Mulenga
- Tropical Gastroenterology and Nutrition Group, School of MedicineUniversity of ZambiaLusakaZambia
| | - Monica Mweetwa
- Tropical Gastroenterology and Nutrition Group, School of MedicineUniversity of ZambiaLusakaZambia
| | - Naheed Choudhry
- Blizard Institute, Centre for Neuroscience, Surgery and Trauma, Barts and The London School of Medicine and DentistryQueen Mary University of LondonLondonUK
| | - Kanta Chandwe
- Tropical Gastroenterology and Nutrition Group, School of MedicineUniversity of ZambiaLusakaZambia
| | - Chad Storer
- Genome Technology Access Center at McDonnell Genome InstituteWashington University in St LouisSt LouisMOUSA
| | - Richard Head
- Genome Technology Access Center at McDonnell Genome InstituteWashington University in St LouisSt LouisMOUSA
| | - Beatrice Amadi
- Tropical Gastroenterology and Nutrition Group, School of MedicineUniversity of ZambiaLusakaZambia
| | - Talin Haritunians
- Cedars‐Sinai Medical CenterInflammatory Bowel and Immunobiology Research InstituteLos AngelesCAUSA
| | - Dermot McGovern
- Cedars‐Sinai Medical CenterInflammatory Bowel and Immunobiology Research InstituteLos AngelesCAUSA
| | - Geoffrey Kwenda
- Department of Biomedical Sciences, School of Health SciencesUniversity of ZambiaLusakaZambia
| | - Madusha Peiris
- Blizard Institute, Centre for Neuroscience, Surgery and Trauma, Barts and The London School of Medicine and DentistryQueen Mary University of LondonLondonUK
| | - Paul Kelly
- Tropical Gastroenterology and Nutrition Group, School of MedicineUniversity of ZambiaLusakaZambia
- Blizard Institute, Centre for Neuroscience, Surgery and Trauma, Barts and The London School of Medicine and DentistryQueen Mary University of LondonLondonUK
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Ruan G, Ying Y, Lu S, Zhu Z, Chen S, Zeng M, Lu M, Xue S, Zhu J, Cao P, Chen T, Wang X, Li S, Li J, Liu Y, Liu Y, Zhang Y, Ding C. The effect of systemic iron status on osteoarthritis: A mendelian randomization study. Front Genet 2023; 14:1122955. [PMID: 37007954 PMCID: PMC10060517 DOI: 10.3389/fgene.2023.1122955] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 03/07/2023] [Indexed: 03/18/2023] Open
Abstract
Objective: To assess the causal effect of systemic iron status by using four biomarkers (serum iron; transferrin saturation; ferritin; total iron-binding capacity) on knee osteoarthritis (OA), hip OA, total knee replacement, and total hip replacement using 2-sample Mendelian randomization (MR) design.Methods: Three instrument sets were used to construct the genetic instruments for the iron status: Liberal instruments (variants associated with one of the iron biomarkers), sensitivity instruments (liberal instruments exclude variants associated with potential confounders), and conservative instruments (variants associated with all four iron biomarkers). Summary-level data for four OA phenotypes, including knee OA, hip OA, total knee replacement, and total hip replacement were obtained from the largest genome-wide meta-analysis with 826,690 individuals. Inverse-variance weighted based on the random-effect model as the main approach was conducted. Weighted median, MR-Egger, and Mendelian randomization pleiotropy residual sum and outlier methods were used as sensitivity MR approaches.Results: Based on liberal instruments, genetically predicted serum iron and transferrin saturation were significantly associated with hip OA and total hip replacement, but not with knee OA and total knee replacement. Statistical evidence of heterogeneity across the MR estimates indicated that mutation rs1800562 was the SNP significantly associated with hip OA in serum iron (odds ratio, OR = 1.48), transferrin saturation (OR = 1.57), ferritin (OR = 2.24), and total-iron binding capacity (OR = 0.79), and hip replacement in serum iron (OR = 1.45), transferrin saturation (OR = 1.25), ferritin (OR = 1.37), and total-iron binding capacity (OR = 0.80).Conclusion: Our study suggests that high iron status might be a causal factor of hip OA and total hip replacement where rs1800562 is the main contributor.
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Affiliation(s)
- Guangfeng Ruan
- Clinical Research Centre, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Yi Ying
- Department of Hematopathology, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Shilong Lu
- Department of Imaging Diagnosis, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Zhaohua Zhu
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Shibo Chen
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Muhui Zeng
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Ming Lu
- Department of Immunology, School of Basic Medical Sciences, Anhui Medical University, Hefei, China
| | - Song Xue
- Department of Rheumatology and Immunology, Arthritis Research Institute, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jianwei Zhu
- Department of Orthopedics, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Peihua Cao
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Tianyu Chen
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaoshuai Wang
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Shengfa Li
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Jia Li
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yu Liu
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yanqi Liu
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yan Zhang
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- *Correspondence: Yan Zhang, ; Changhai Ding,
| | - Changhai Ding
- Clinical Research Centre, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
- Clinical Research Centre, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- *Correspondence: Yan Zhang, ; Changhai Ding,
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Flatby HM, Ravi A, Damås JK, Solligård E, Rogne T. Circulating levels of micronutrients and risk of infections: a Mendelian randomization study. BMC Med 2023; 21:84. [PMID: 36882828 PMCID: PMC9993583 DOI: 10.1186/s12916-023-02780-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 02/12/2023] [Indexed: 03/09/2023] Open
Abstract
BACKGROUND Micronutrients play an essential role at every stage of the immune response, and deficiencies can therefore lead to increased susceptibility to infections. Previous observational studies and randomized controlled trials of micronutrients and infections are limited. We performed Mendelian randomization (MR) analyses to evaluate the effect of blood levels of eight micronutrients (copper, iron, selenium, zinc, beta-carotene, vitamin B12, vitamin C, and vitamin D) on the risk of three infections (gastrointestinal infections, pneumonia, and urinary tract infections). METHODS Two-sample MR was conducted using publicly available summary statistics from independent cohorts of European ancestry. For the three infections, we used data from UK Biobank and FinnGen. Inverse variance-weighted MR analyses were performed, together with a range of sensitivity analyses. The threshold for statistical significance was set at P < 2.08E-03. RESULTS We found a significant association between circulating levels of copper and risk of gastrointestinal infections, where a one standard deviation increase in blood levels of copper was associated with an odds ratio of gastrointestinal infections of 0.91 (95% confidence interval 0.87 to 0.97, P = 1.38E-03). This finding was robust in extensive sensitivity analyses. There was no clear association between the other micronutrients and the risk of infection. CONCLUSIONS Our results strongly support a role of copper in the susceptibility to gastrointestinal infections.
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Affiliation(s)
- Helene M Flatby
- Gemini Center for Sepsis Research, Department of Circulation and Medical Imaging, NTNU, Norwegian University of Science and Technology, Prinsesse Kristinas gate 3, Akutten og Hjerte-lunge-senteret, 3. etg, 7491, Trondheim, Norway. .,Clinic of Anaesthesia and Intensive Care, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.
| | - Anuradha Ravi
- Gemini Center for Sepsis Research, Department of Circulation and Medical Imaging, NTNU, Norwegian University of Science and Technology, Prinsesse Kristinas gate 3, Akutten og Hjerte-lunge-senteret, 3. etg, 7491, Trondheim, Norway.,Clinic of Anaesthesia and Intensive Care, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Jan K Damås
- Gemini Center for Sepsis Research, Department of Circulation and Medical Imaging, NTNU, Norwegian University of Science and Technology, Prinsesse Kristinas gate 3, Akutten og Hjerte-lunge-senteret, 3. etg, 7491, Trondheim, Norway.,Centre of Molecular Inflammation Research, Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Infectious Diseases, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Erik Solligård
- Gemini Center for Sepsis Research, Department of Circulation and Medical Imaging, NTNU, Norwegian University of Science and Technology, Prinsesse Kristinas gate 3, Akutten og Hjerte-lunge-senteret, 3. etg, 7491, Trondheim, Norway.,Clinic of Anaesthesia and Intensive Care, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Tormod Rogne
- Gemini Center for Sepsis Research, Department of Circulation and Medical Imaging, NTNU, Norwegian University of Science and Technology, Prinsesse Kristinas gate 3, Akutten og Hjerte-lunge-senteret, 3. etg, 7491, Trondheim, Norway.,Department of Chronic Disease Epidemiology and Center for Perinatal, Pediatric and Environmental Epidemiology, Yale School of Public Health, New Haven, CT, USA
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48
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Hamilton F, Mitchell R, Ahmed H, Ghazal P, Timpson NJ. An observational and Mendelian randomisation study on iron status and sepsis. Sci Rep 2023; 13:2867. [PMID: 36808173 PMCID: PMC9938246 DOI: 10.1038/s41598-023-29641-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 02/08/2023] [Indexed: 02/19/2023] Open
Abstract
Iron deficiency is associated with a substantial burden of morbidity. However, supplementation of iron has been linked to increased rates of serious infection in randomised trials of children in sub-Saharan Africa. Randomised trials in other settings have been inconclusive and it is unknown if changes in levels of iron biomarkers are linked to sepsis in these other settings. We used genetic variants associated with levels of iron biomarkers as instrumental variables in a Mendelian randomisation (MR) analysis to test the hypothesis that increasing levels of iron biomarkers increase the risk of sepsis. In observational and MR analyses we found that increases in iron biomarkers increase the odds of sepsis. In stratified analyses, we show that this risk may be larger in those with iron deficiency and/or anaemia. Taken together, results here suggest a required caution in supplementation of iron and underline the role of iron homeostasis in severe infection.
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Affiliation(s)
- Fergus Hamilton
- MRC Integrative Epidemiology Unit, University of Bristol, Oakfield House, Oakfield Grove, Bristol, BS8 2BN, UK.
- Infection Sciences, North Bristol NHS Trust, Bristol, UK.
| | - Ruth Mitchell
- MRC Integrative Epidemiology Unit, University of Bristol, Oakfield House, Oakfield Grove, Bristol, BS8 2BN, UK
| | - Haroon Ahmed
- Division of Population Medicine, Cardiff University Medical School, Cardiff, UK
| | - Peter Ghazal
- System Immunity Research Institute, Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Nicholas J Timpson
- MRC Integrative Epidemiology Unit, University of Bristol, Oakfield House, Oakfield Grove, Bristol, BS8 2BN, UK
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Hereditary Hyperferritinemia. Int J Mol Sci 2023; 24:ijms24032560. [PMID: 36768886 PMCID: PMC9917042 DOI: 10.3390/ijms24032560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/26/2023] [Accepted: 01/26/2023] [Indexed: 02/03/2023] Open
Abstract
Ferritin is a ubiquitous protein that is present in most tissues as a cytosolic protein. The major and common role of ferritin is to bind Fe2+, oxidize it and sequester it in a safe form in the cell, and to release iron according to cellular needs. Ferritin is also present at a considerably low proportion in normal mammalian sera and is relatively iron poor compared to tissues. Serum ferritin might provide a useful and convenient method of assessing the status of iron storage, and its measurement has become a routine laboratory test. However, many additional factors, including inflammation, infection, metabolic abnormalities, and malignancy-all of which may elevate serum ferritin-complicate interpretation of this value. Despite this long history of clinical use, fundamental aspects of the biology of serum ferritin are still unclear. According to the high number of factors involved in regulation of ferritin synthesis, secretion, and uptake, and in its central role in iron metabolism, hyperferritinemia is a relatively common finding in clinical practice and is found in a large spectrum of conditions, both genetic and acquired, associated or not with iron overload. The diagnostic strategy to reveal the cause of hyperferritinemia includes family and personal medical history, biochemical and genetic tests, and evaluation of liver iron by direct or indirect methods. This review is focused on the forms of inherited hyperferritinemia with or without iron overload presenting with normal transferrin saturation, as well as a step-by-step approach to distinguish these forms to the acquired forms, common and rare, of isolated hyperferritinemia.
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50
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Dietary Factors and Endometrial Cancer Risk: A Mendelian Randomization Study. Nutrients 2023; 15:nu15030603. [PMID: 36771310 PMCID: PMC9920466 DOI: 10.3390/nu15030603] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 01/13/2023] [Accepted: 01/18/2023] [Indexed: 01/27/2023] Open
Abstract
Given the strong association between obesity and endometrial cancer risk, dietary factors may play an important role in the development of this cancer. However, observational studies of micro- and macronutrients and their role in endometrial cancer risk have been inconsistent. Clarifying these relationships are important to develop nutritional recommendations for cancer prevention. We performed two-sample Mendelian randomization (MR) to investigate the effects of circulating levels of 15 micronutrients (vitamin A (retinol), folate, vitamin B6, vitamin B12, vitamin C, vitamin D, vitamin E, β-carotene, calcium, copper, iron, magnesium, phosphorus, selenium, and zinc) as well as corrected relative macronutrient intake (protein, carbohydrate, sugar and fat) on risks of endometrial cancer and its subtypes (endometrioid and non-endometrioid histologies). Genetically predicted vitamin C levels were found to be strongly associated with endometrial cancer risk. There was some evidence that genetically predicted relative intake of macronutrients (carbohydrate, sugar and fat) affects endometrial cancer risk. No other significant association were observed. Conclusions: In summary, these findings suggest that vitamin C and macronutrients influence endometrial cancer risk but further investigation is required.
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