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Silvey S, Patel N, Liu J, Tafader A, Nadeem M, Dhaliwal G, O'Leary JG, Patton H, Morgan TR, Rogal S, Bajaj JS. A Machine Learning Algorithm Avoids Unnecessary Paracentesis for Exclusion of SBP in Cirrhosis in Resource-limited Settings. Clin Gastroenterol Hepatol 2024; 22:2442-2450.e8. [PMID: 38906441 PMCID: PMC11588556 DOI: 10.1016/j.cgh.2024.06.015] [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: 04/01/2024] [Revised: 06/04/2024] [Accepted: 06/12/2024] [Indexed: 06/23/2024]
Abstract
BACKGROUND & AIMS Despite the poor prognosis associated with missed or delayed spontaneous bacterial peritonitis (SBP) diagnosis, <15% get timely paracentesis, which persists despite guidelines/education in the United States. Measures to exclude SBP non-invasively where timely paracentesis cannot be performed could streamline this burden. METHODS Using Veterans Health Administration Corporate Data Warehouse (VHA-CDW) we included patients with cirrhosis between 2009 and 2019 who underwent timely paracentesis and collected relevant clinical information (demographics, cirrhosis severity, medications, vitals, and comorbidities). XGBoost-models were trained on 75% of the primary cohort, with 25% reserved for testing. The final model was further validated in 2 cohorts: Validation cohort #1: In VHA-CDW, those without prior SBP who received 2nd early paracentesis, and Validation cohort #2: Prospective data from 276 non-electively admitted University hospital patients. RESULTS Negative predictive values (NPVs) at 5%,10%, and 15% probability cutoffs were examined. Primary cohort: n = 9643 (mean age, 63.1 ± 8.7 years; 97.2% men; SBP, 15.0%) received first early paracentesis. Testing-set NPVs for SBP were 96.5%, 93.0%, and 91.6% at the 5%, 10%, and 15% probability thresholds, respectively. In Validation cohort #1: n = 2844 (mean age, 63.14 ± 8.37 years; 97.1% male; SBP, 9.7%) with NPVs were 98.8%, 95.3%, and 94.5%. In Validation cohort #2: n = 276 (mean age, 56.08 ± 9.09; 59.6% male; SBP, 7.6%) with NPVs were 100%, 98.9%, and 98.0% The final machine learning model showed the greatest net benefit on decision-curve analyses. CONCLUSIONS A machine learning model generated using routinely collected variables excluded SBP with high NPV. Applying this model could ease the need to provide paracentesis in resource-limited settings by excluding those unlikely to have SBP.
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Affiliation(s)
- Scott Silvey
- Department of Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Nilang Patel
- Department of Medicine, Virginia Commonwealth University and Richmond VA Medical Center, Richmond, Virginia
| | - Jinze Liu
- Department of Population Health, Virginia Commonwealth University, Richmond, Virginia
| | - Asiya Tafader
- Department of Medicine, Virginia Commonwealth University and Richmond VA Medical Center, Richmond, Virginia
| | - Mahum Nadeem
- Department of Medicine, Virginia Commonwealth University and Richmond VA Medical Center, Richmond, Virginia
| | - Galvin Dhaliwal
- Department of Medicine, Virginia Commonwealth University and Richmond VA Medical Center, Richmond, Virginia
| | - Jacqueline G O'Leary
- Department of Medicine, University of Texas Southwestern and Dallas VA Medical Center, Dallas, Texas
| | - Heather Patton
- Department of Medicine, University of California San Diego and San Diego VA Medical Center, San Diego, California
| | - Timothy R Morgan
- Medical Service, VA Long Beach Healthcare Center, Long Beach, California
| | - Shari Rogal
- Department of Medicine, University of Pittsburgh Medical Center and Pittsburgh VA Medical Center, Pittsburgh, Pennsylvania
| | - Jasmohan S Bajaj
- Department of Medicine, Virginia Commonwealth University and Richmond VA Medical Center, Richmond, Virginia.
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Sisto UG, Di Bella S, Porta E, Franzoi G, Cominotto F, Guzzardi E, Artusi N, Giudice CA, Dal Bo E, Collot N, Sirianni F, Russo S, Sanson G. Predicting sepsis at emergency department triage: Implementing clinical and laboratory markers within the first nursing assessment to enhance diagnostic accuracy. J Nurs Scholarsh 2024; 56:757-766. [PMID: 38886920 DOI: 10.1111/jnu.13002] [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: 04/08/2024] [Revised: 05/27/2024] [Accepted: 06/06/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND Early identification of sepsis in the emergency department (ED) triage is both valuable and challenging. Numerous studies have endeavored to pinpoint clinical and biochemical criteria to assist clinicians in the prompt diagnosis of sepsis, but few studies have assessed the efficacy of these criteria in the ED triage setting. The aim of the study was to explore the accuracy of clinical and laboratory markers evaluated at the triage level in identifying patients with sepsis. METHODS A prospective study was conducted in a large academic urban hospital, implementing a triage protocol aimed at early identification of septic patients based on clinical and laboratory markers. A multidisciplinary panel of experts reviewed cases to ensure accurate identification of septic patients. Variables analyzed included: Charlson comorbidity index, mean arterial pressure (MAP), partial pressure of carbon dioxide (PetCO2), white cell count, eosinophil count, C-reactive protein to albumin ratio, procalcitonin, and lactate. RESULTS A total of 235 patients were included. Multivariable analysis identified procalcitonin ≥1 ng/mL (OR 5.2; p < 0.001); CRP-to-albumin ratio ≥32 (OR 6.6; p < 0.001); PetCO2 ≤ 28 mmHg (OR 2.7; p = 0.031), and MAP <85 mmHg (OR 7.5; p < 0.001) as independent predictors for sepsis. MAP ≥85 mmHg, CRP/albumin ratio <32, and procalcitonin <1 ng/mL demonstrated negative predictive values for sepsis of 90%, 89%, and 88%, respectively. CONCLUSIONS Our study underscores the significance of procalcitonin and mean arterial pressure, while introducing CRP/albumin ratio and PetCO2 as important variables to consider in the very initial assessment of patients with suspected sepsis in the ED. CLINICAL RELEVANCE Early identification of sepsis since the emergency department (ED) triage is challenging Implementing the ED triage protocol with simple clinical and laboratory markers allows to recognize patients with sepsis with a very good discriminatory power (AUC 0.88).
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Affiliation(s)
- Ugo Giulio Sisto
- Emergency Medicine Department, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Stefano Di Bella
- Clinical Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
- Infectious Diseases Unit, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Elisa Porta
- Clinical Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
| | - Giorgia Franzoi
- Clinical Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
| | - Franco Cominotto
- Emergency Medicine Department, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Elena Guzzardi
- Emergency Medicine Department, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Nicola Artusi
- Emergency Medicine Department, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Caterina Anna Giudice
- Emergency Medicine Department, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Eugenia Dal Bo
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Nicholas Collot
- Clinical Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
| | - Francesca Sirianni
- Medicine of Services Department, Clinical Analysis Laboratory, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy
| | - Savino Russo
- Emergency Medicine Department, Azienda Sanitaria Friuli Centrale, Palmanova, Italy
| | - Gianfranco Sanson
- Clinical Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
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Luisetto R, Scarpa M, Villano G, Martini A, Quarta S, Ruvoletto M, Guerra P, Scarpa M, Chinellato M, Biasiolo A, Campigotto E, Basso D, Fassan M, Pontisso P. 1-Piperidine Propionic Acid Protects from Septic Shock Through Protease Receptor 2 Inhibition. Int J Mol Sci 2024; 25:11662. [PMID: 39519216 PMCID: PMC11547144 DOI: 10.3390/ijms252111662] [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: 08/01/2024] [Revised: 10/24/2024] [Accepted: 10/26/2024] [Indexed: 11/16/2024] Open
Abstract
Sepsis is a complex disorder caused by a dysregulated host response to infection, with high levels of morbidity and mortality. Treatment aimed to modulate immune response and maintain vascular function is still one of the major clinical challenges. This study was designed to test the effect of the small molecule 1-Piperidine Propionic Acid (1-PPA) as molecular targeted agent to block protease-activated receptor 2 (PAR2), one of the major modulators of inflammatory response in LPS-induced experimental endotoxemia. In the THP-1 cell line, LPS-induced cytokine expression was inhibited by 1-PPA in a dose-dependent manner. In LPS-injected mice, treatment with 1-PPA was effective in reducing mortality and sepsis-related symptoms and improved cardiac function parameters. After 6 h from LPS injection, a significant decrease in IL-6, IL-1β, and IL-10 was observed in the lung tissue of 1-PPA-treated mice, compared to controls. In these mice, a significant decrease in vasoactive molecules, especially kininogen-1, was also observed, mainly in the liver. Histopathological analysis confirmed typical features of sepsis in different organs and these findings were markedly reduced in mice treated with 1-PPA. These data demonstrate the effectiveness of 1-PPA in protecting the whole organism from sepsis-induced damage.
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Affiliation(s)
- Roberto Luisetto
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (R.L.); (M.S.); (G.V.)
| | - Marco Scarpa
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (R.L.); (M.S.); (G.V.)
| | - Gianmarco Villano
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (R.L.); (M.S.); (G.V.)
| | - Andrea Martini
- Department of Medicine, Azienda Ospedaliera-Università Padova, Via Giustiniani 2, 35128 Padova, Italy; (A.M.); (E.C.)
| | - Santina Quarta
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (S.Q.); (M.R.); (P.G.); (M.C.); (A.B.); (D.B.); (M.F.)
| | - Mariagrazia Ruvoletto
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (S.Q.); (M.R.); (P.G.); (M.C.); (A.B.); (D.B.); (M.F.)
| | - Pietro Guerra
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (S.Q.); (M.R.); (P.G.); (M.C.); (A.B.); (D.B.); (M.F.)
| | - Melania Scarpa
- Immunology and Molecular Oncology Diagnostics, Veneto Institute of Oncology IOV-IRCCS, Via Gattamelata, 64, 35128 Padova, Italy;
| | - Monica Chinellato
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (S.Q.); (M.R.); (P.G.); (M.C.); (A.B.); (D.B.); (M.F.)
| | - Alessandra Biasiolo
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (S.Q.); (M.R.); (P.G.); (M.C.); (A.B.); (D.B.); (M.F.)
| | - Edoardo Campigotto
- Department of Medicine, Azienda Ospedaliera-Università Padova, Via Giustiniani 2, 35128 Padova, Italy; (A.M.); (E.C.)
| | - Daniela Basso
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (S.Q.); (M.R.); (P.G.); (M.C.); (A.B.); (D.B.); (M.F.)
| | - Matteo Fassan
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (S.Q.); (M.R.); (P.G.); (M.C.); (A.B.); (D.B.); (M.F.)
- Veneto Institute of Oncology, IOV-IRCCS, Via Gattamelata, 64, 35128 Padova, Italy
| | - Patrizia Pontisso
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128 Padova, Italy; (S.Q.); (M.R.); (P.G.); (M.C.); (A.B.); (D.B.); (M.F.)
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Gu KM, Jung JW, Kang MJ, Kim DK, Choi H, Cho YJ, Jang SH, Lee CH, Oh YM, Park JS, Kim JY. Eosinophilia Is a Favorable Marker for Pneumonia in Chronic Obstructive Pulmonary Disease. Tuberc Respir Dis (Seoul) 2024; 87:465-472. [PMID: 38710525 PMCID: PMC11468446 DOI: 10.4046/trd.2023.0174] [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: 10/27/2023] [Revised: 01/10/2024] [Accepted: 04/29/2024] [Indexed: 05/08/2024] Open
Abstract
BACKGROUND Patients with chronic obstructive pulmonary disease (COPD) expressing eosinophilia experience slightly fewer episodes of community-acquired pneumonia (CAP), than those without eosinophilia. However, the severity and burden of hospitalized pneumonia patients with COPD involving eosinophilia have not been assessed. METHODS We evaluated the differences in clinical characteristics between patients with CAP and COPD with or without eosinophilia by a post hoc analysis of a prospective, multi-center, cohort study data. RESULTS Of 349 CAP patients with COPD, 45 (12.9%) had eosinophilia (blood eosinophil ≥300 cells/μL). Patients with eosinophilia had a lower sputum culture percentile (8.1% vs. 23.4%, p<0.05), a lower percentile of neutrophils (70.3% vs. 80.2%, p<0.05), reduced C-reactive protein levels (30.6 mg/L vs. 86.6 mg/L, p<0.05), and a lower pneumonia severity index score (82.5 vs. 90.0, p<0.05), than those without eosinophilia. The duration of antibiotic treatment (8.0 days vs. 10.0 days, p<0.05) and hospitalization (7.0 days vs. 9.0 days, p<0.05) were shorter in eosinophilic patients. The cost of medical care per day (256.4 US$ vs. 291.0 US$, p<0.05), cost for the medication (276.4 US$ vs. 349.9 US$, p<0.05), and cost for examination (685.5 US$ vs. 958.1 US$, p<0.05) were lower in patients with eosinophilia than those without eosinophilia. CONCLUSION Eosinophilia serves as a favorable marker for the severity of pneumonia, health-care consumption, and cost of medical care in patients with CAP and COPD.
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Affiliation(s)
- Kang-Mo Gu
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Republic of Korea
| | - Jae-Woo Jung
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Republic of Korea
| | - Min-Jong Kang
- Section of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Deog Kyeom Kim
- Department of Internal Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hayoung Choi
- Department of Internal Medicine, Hallym University Kangnam Sacred Heart Hospital, Seoul, Republic of Korea
| | - Young-Jae Cho
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Seung Hun Jang
- Division of Pulmonary, Allergy and Critical Care Medicine, Hallym University Sacred Heart Hospital, Anyang, Republic of Korea
| | - Chang-Hoon Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yeon Mok Oh
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ji Sook Park
- Department of Software Convergence, Seoul Women’s University College of Interdisciplinary Studies for Emerging Industries, Seoul, Republic of Korea
| | - Jae Yeol Kim
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Republic of Korea
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Magen E, Geishin A, Weizman A, Merzon E, Green I, Magen I, Yakov A, Manor I, Ashkenazi S, Vinker S, Israel A. High rates of mood disorders in patients with chronic idiopathic eosinopenia. Brain Behav Immun Health 2024; 40:100847. [PMID: 39252984 PMCID: PMC11381620 DOI: 10.1016/j.bbih.2024.100847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 08/10/2024] [Indexed: 09/11/2024] Open
Abstract
Background Mood disorders (MD) are multifactorial disorders. Identifying new biomarkers for the early diagnosis of MD and predicting response to treatment is currently a significant research topic. Both eosinopenia and MD are associated with increased activity of the hypothalamic-pituitary-adrenal axis. The present study, therefore, used a clear definition of chronic idiopathic eosinopenia (CIE) to determine the rate of MD in a large cohort of individuals with CIE. Methods This retrospective population-based, case-control study uses data of seven consecutive years from the database of Leumit Health Services (LHS) - a nationwide health maintenance organization in Israel. Results Participants were 13928 LHS members with CIE and 27858 negative controls. The CIE group exhibited significantly higher rates of MD than the control group throughout the whole study period, except for atypical depressive disorder at baseline. Conclusions CIE might be associated with a higher prevalence of MD. Further basic research should elucidate the pathophysiologic mechanisms linking CIE and MD.
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Affiliation(s)
- Eli Magen
- Leumit Health Services, Tel Aviv-Yafo, 6473817, Israel
- Medicine A Department, Assuta Ashdod Medical Center affiliated with Ben Gurion University of the Negev, Beer Sheva, 8410501, Israel
- Faculty of Health Sciences, Ben Gurion University of the Negev, Beer Sheva, Israel
| | - Akim Geishin
- Leumit Health Services, Tel Aviv-Yafo, 6473817, Israel
- Department of Family Medicine, Faculty of Medical and Health Sciences, Tel-Aviv University, Tel Aviv-Yafo, 6997801, Israel
| | - Abraham Weizman
- Research Unit, Geha Mental Health Center, Petah Tikva, Israel and Laboratory of Biological and Molecular Psychiatry and Felsenstein Medical Research Center, Petah Tikva, Israel
- Department of Psychiatry, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Eugene Merzon
- Leumit Health Services, Tel Aviv-Yafo, 6473817, Israel
- Adelson School of Medicine, Ariel University, Ariel, 4070000, Israel
| | - Ilan Green
- Leumit Health Services, Tel Aviv-Yafo, 6473817, Israel
- Department of Family Medicine, Faculty of Medical and Health Sciences, Tel-Aviv University, Tel Aviv-Yafo, 6997801, Israel
| | - Israel Magen
- Medicine A Department, Assuta Ashdod Medical Center affiliated with Ben Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Avi Yakov
- Leumit Health Services, Tel Aviv-Yafo, 6473817, Israel
- Medicine A Department, Assuta Ashdod Medical Center affiliated with Ben Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Iris Manor
- Department of Psychiatry, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
- ADHD Unit, Geha Mental Health Center, Petah Tikva, Israel
| | - Shai Ashkenazi
- Adelson School of Medicine, Ariel University, Ariel, 4070000, Israel
| | - Shlomo Vinker
- Leumit Health Services, Tel Aviv-Yafo, 6473817, Israel
- Department of Family Medicine, Faculty of Medical and Health Sciences, Tel-Aviv University, Tel Aviv-Yafo, 6997801, Israel
| | - Ariel Israel
- Leumit Health Services, Tel Aviv-Yafo, 6473817, Israel
- Department of Family Medicine, Faculty of Medical and Health Sciences, Tel-Aviv University, Tel Aviv-Yafo, 6997801, Israel
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Karauda T, Miłkowska-Dymanowska J, Kumor-Kisielewska A, Piotrowski WJ, Białas AJ. Interleukin 16 and 25 (IL-17E) and Clinical Outcomes in Exacerbation of COPD-A Pilot Study. J Clin Med 2024; 13:5188. [PMID: 39274401 PMCID: PMC11396627 DOI: 10.3390/jcm13175188] [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: 07/24/2024] [Revised: 08/25/2024] [Accepted: 08/26/2024] [Indexed: 09/16/2024] Open
Abstract
Background: Exacerbation of chronic obstructive pulmonary disease (ECOPD) significantly impact health status, hospitalization rates, and disease progression, and are linked to increased mortality. Predictive factors for ECOPD are therefore of considerable interest. The limited understanding of interleukin 16 (IL-16) and IL-25 role in ECOPD provided the rationale for this study. Methods: Fifty ex-smokers diagnosed with COPD (22 ECOPD and 28 patients in the stable phase of the disease) underwent prospective analysis to evaluate the role of I IL-25 as predictive markers of clinical outcomes in ECOPD. Results: We observed a significantly lower IL-16 and higher IL-25 concentrations among ECOPD patients (p = 0.002 and p = 0.01 respectively). We also detected a significant negative correlation between IL-16 and neutrophil-to-lymphocyte ratio (NLR) (p = 0.04) and a significant negative correlation between IL-25 concentration and absolute eosinophil count (p = 0.04). In the entire group, we observed a positive correlation between IL-16 and both FEV1 and FVC, both expressed as a percentage of reference value, (p = 0.002 and p = 0.0004 respectively). However, after stratification to ECOPD and stable COPD group, significance maintained for FVC (p = 0.045 for ECOPD and p = 0.02 for stable COPD). In survival analysis, we detected significantly lower all-cause mortality for 3rd tertile of IL-16 concentrations, with a hazard ratio of 0.33 (95%CI: 0.11-0.98; p = 0.04). Conclusions: Lower IL-16 levels among ECOPD patients may indicate a feedback mechanism linked to heightened Th1 response activation. Observed correlations with ventilatory parameters and survival also seems to reflect this mechanism. The higher IL-25 concentrations observed in ECOPD patients, along with the negative correlation with absolute eosinophil count and eosinopenia, suggest multifactorial regulation and independent functions of eosinophils and IL-25. Hypothetically, this paradox may be related to the Th1/Th2 imbalance favoring Th1 response. Obtained results should be reproduced in larger size samples.
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Affiliation(s)
- Tomasz Karauda
- Department of Pneumology, Medical University of Lodz, 90-419 Lodz, Poland
| | | | | | | | - Adam J Białas
- Department of Pneumology, Medical University of Lodz, 90-419 Lodz, Poland
- Department of Pulmonary Rehabilitation, Regional Medical Center for Lung Diseases and Rehabilitation, Blessed Rafal Chylinski Memorial Hospital for Lung Diseases, 91-520 Lodz, Poland
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Davido B, Jaffal K, Saleh-Mghir A, Vaugier I, Bourlet S, De Truchis P, Annane D. Normalization of eosinophil count is predictive of oxygen weaning over the course of COVID-19 infection among hospitalized adults during the first wave of 2020 pandemic. Front Immunol 2024; 15:1381059. [PMID: 38855100 PMCID: PMC11157028 DOI: 10.3389/fimmu.2024.1381059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 05/07/2024] [Indexed: 06/11/2024] Open
Abstract
Background Understanding COVID-19 outcomes remains a challenge. While numerous biomarkers have been proposed for severity at admission, limited exploration exists for markers during the infection course, especially for the requirement of oxygen therapy. This study investigates the potential of eosinophil count normalization as a predictor for oxygen weaning during the initial wave of the pandemic. Methods A retrospective study was conducted between March and April 2020 (first wave) among adults admitted directly to a medicine ward. Biological abnormalities, including lymphocyte count, eosinophil count, and C-reactive protein (CRP), were gathered daily during the first week of admission according to oxygen level. In case of worsening, oxygen level was censored at 15 L/min. The primary aim was to assess whether eosinophil count normalization predicts a subsequent decrease in oxygen requirements. Results Overall, 132 patients were admitted, with a mean age of 59.0 ± 16.3 years. Of the patients, 72% required oxygen, and 20.5% were admitted to the intensive care unit after a median delay of 48 hours. The median CRP at admission was 79 (26-130) mg/L, whereas the eosinophil count was 10 (0-60)/mm3. Eosinophil count normalization (≥100/mm3) by day 2 correlated significantly with decreased oxygen needs (<2 L) with hazard ratio (HR) = 3.7 [1.1-12.9] (p = 0.04). Likewise, CRP < 80 mg/L was associated with reduced oxygen requirements (p < 0.001). Predictors, including underlying chronic respiratory disease, exhibited a trend toward a negative association (p = 0.06). Conclusion The study highlights the relationship between eosinophil count and CRP, with implications for predicting oxygen weaning during COVID-19. Further research is warranted to explore the relevance of these biomarkers in other respiratory infections.
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Affiliation(s)
- Benjamin Davido
- Maladies Infectieuses, Université Paris-Saclay, Assistance Publique des Hôpitaux de Paris (AP-HP) Hôpital Raymond Poincaré, Garches, France
| | - Karim Jaffal
- Maladies Infectieuses, Université Paris-Saclay, Assistance Publique des Hôpitaux de Paris (AP-HP) Hôpital Raymond Poincaré, Garches, France
| | - Azzam Saleh-Mghir
- Maladies Infectieuses, Université Paris-Saclay, Assistance Publique des Hôpitaux de Paris (AP-HP) Hôpital Raymond Poincaré, Garches, France
| | - Isabelle Vaugier
- Centre d’Investigation Clinique (Inserm CIC 1429), Université Paris-Saclay, Assistance Publique des Hôpitaux de Paris (AP-HP) Hôpital Raymond Poincaré, Garches, France
| | - Stephane Bourlet
- Maladies Infectieuses, Université Paris-Saclay, Assistance Publique des Hôpitaux de Paris (AP-HP) Hôpital Raymond Poincaré, Garches, France
| | - Pierre De Truchis
- Maladies Infectieuses, Université Paris-Saclay, Assistance Publique des Hôpitaux de Paris (AP-HP) Hôpital Raymond Poincaré, Garches, France
| | - Djillali Annane
- Médecine Intensive Réanimation, Université Paris-Saclay, Assistance Publique des Hôpitaux de Paris (AP-HP) Hôpital Raymond Poincaré, Garches, France
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Carvalho N, Barreira AL, Henriques S, Ferreira M, Cardoso C, Luz C, Costa PM. Compilation of Evidence Supporting the Role of a T Helper 2 Reaction in the Pathogenesis of Acute Appendicitis. Int J Mol Sci 2024; 25:4216. [PMID: 38673802 PMCID: PMC11050072 DOI: 10.3390/ijms25084216] [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: 03/07/2024] [Revised: 03/27/2024] [Accepted: 03/31/2024] [Indexed: 04/28/2024] Open
Abstract
Despite being the most common abdominal surgical emergency, the cause of acute appendicitis (AA) remains unclear, since in recent decades little progress has been made regarding its etiology. Obstruction of the appendicular lumen has been traditionally presented as the initial event of AA; however, this is often the exception rather than the rule, as experimental data suggest that obstruction is not an important causal factor in AA, despite possibly occurring as a consequence of the inflammatory process. Type I hypersensitivity reaction has been extensively studied, involving Th2 lymphocytes, and cytokines such as IL-4, IL-5, IL-9 and IL-13, which have well-defined functions, such as a positive-feedback effect on Th0 for differentiating into Th2 cells, recruitment of eosinophils and the release of eosinophilic proteins and the production of IgE with the activation of mast cells, with the release of proteins from their granules. Cytotoxic activity and tissue damage will be responsible for the clinical manifestation of the allergy. AA histological features are similar to those found in allergic reactions like asthma. The intestine has all the components for an allergic immune response. It has contact with hundreds of antigens daily, most of them harmless, but some can potentially induce an allergic response. In recent years, researchers have been trying to assess if allergy is a component of AA, with their latest advances in the understanding of AA as a Th2 reaction shown by the authors of this article.
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Affiliation(s)
- Nuno Carvalho
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal; (A.L.B.); (S.H.); (M.F.); (C.L.); (P.M.C.)
- Faculdade Medicina, Universidade Lisboa, 1649-028 Lisboa, Portugal
| | - Ana Lúcia Barreira
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal; (A.L.B.); (S.H.); (M.F.); (C.L.); (P.M.C.)
| | - Susana Henriques
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal; (A.L.B.); (S.H.); (M.F.); (C.L.); (P.M.C.)
| | - Margarida Ferreira
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal; (A.L.B.); (S.H.); (M.F.); (C.L.); (P.M.C.)
- Faculdade Medicina, Universidade Lisboa, 1649-028 Lisboa, Portugal
| | - Carlos Cardoso
- Dr. Joaquim Chaves, Laboratório de Análises Clínicas, 1495-068 Algés, Portugal;
| | - Carlos Luz
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal; (A.L.B.); (S.H.); (M.F.); (C.L.); (P.M.C.)
- Faculdade Medicina, Universidade Lisboa, 1649-028 Lisboa, Portugal
| | - Paulo Matos Costa
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal; (A.L.B.); (S.H.); (M.F.); (C.L.); (P.M.C.)
- Faculdade Medicina, Universidade Lisboa, 1649-028 Lisboa, Portugal
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9
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Glatre A, Pascard M, Hentzien M, Salmon JH, Servettaz A, Robbins A. Eosinopenia and routine inflammatory biomarkers are helpful for the diagnosis of infection in patients treated with IL-6 pathway antagonists. RMD Open 2024; 10:e003998. [PMID: 38341195 PMCID: PMC10862251 DOI: 10.1136/rmdopen-2023-003998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Affiliation(s)
- Audrey Glatre
- Department of Internal Medicine, University Hospital Centre Reims, Reims, France
| | - Madeline Pascard
- Department of Research and Public Health, University Hospital Centre Reims, Reims, France
| | - Maxime Hentzien
- Department of Infectious diseases, University Hospital Centre Reims, Reims, France
| | | | - Amélie Servettaz
- Immunologie Clinique, University Hospital Centre Reims, Reims, France
- EA 7509, Reims Champagne-Ardenne University, Reims, France
| | - Ailsa Robbins
- Department of Internal Medicine, University Hospital Centre Reims, Reims, France
- EA 7509, Reims Champagne-Ardenne University, Reims, France
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10
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Hu D, Huang J, Zhao W, Xu M, Ma Y, Gong Z, Zhang Q, Zhao H. A Low Eosinophil to Platelet Ratio as a Worse Prognostic Index for Emergency Department Attendance in Acute Exacerbation of COPD. Int J Chron Obstruct Pulmon Dis 2024; 19:139-147. [PMID: 38249823 PMCID: PMC10799650 DOI: 10.2147/copd.s442715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 01/07/2024] [Indexed: 01/23/2024] Open
Abstract
Purpose Identifying prognosis for patients with acute exacerbation of chronic obstructive pulmonary disease (AECOPD) is challenging. Eosinophils and platelet are involved in the development of COPD, which may predict adverse events. The objective of this study was to determine the effect of the eosinophil to platelet ratio (EPR) in predicting adverse events in patients with AECOPD who visited the emergency department. Patients and Methods The records of patients with AECOPD treated at Dalian Municipal Friendship Hospital from January 2018 to December 2020 were retrospectively reviewed. The relationship between the clinical characteristics and EPR, as cut-off value of 0.755, was evaluated. Results A total of 508 patients with an AECOPD (316 male, 192 female) were included. An optimal AUC cutoff of 0.755 for the EPR segregated the patients into 2 groups with significantly different mortality (25.3% vs 5.5%, P < 0.001). The same mortality risk with lower EPR was observed among the patients with emergency room attendance (35.6% vs 11.1%, P < 0.001). A model including EPR <0.755, exacerbation history, PaO2 <60mmHg, PaCO2 >50 mm Hg, hypoalbuminemia and age ≥80 was developed to predict death risk and showed good performance. Conclusion During severe COPD exacerbation, an EPR < 0.755 preceding therapy can predict worse outcomes in patients with an AECOPD.
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Affiliation(s)
- Dapeng Hu
- Chronic Airways Diseases Laboratory, Department of Respiratory and Critical Care Medicine, NanFang Hospital, Southern Medical University, Guangzhou, 510515, People’s Republic of China
- Department of Emergency Medicine, Dalian Municipal Friendship Hospital, Dalian, Liaoning, 116001, People’s Republic of China
| | - Junwen Huang
- Chronic Airways Diseases Laboratory, Department of Respiratory and Critical Care Medicine, NanFang Hospital, Southern Medical University, Guangzhou, 510515, People’s Republic of China
| | - Wenqu Zhao
- Chronic Airways Diseases Laboratory, Department of Respiratory and Critical Care Medicine, NanFang Hospital, Southern Medical University, Guangzhou, 510515, People’s Republic of China
| | - Maosheng Xu
- Chronic Airways Diseases Laboratory, Department of Respiratory and Critical Care Medicine, NanFang Hospital, Southern Medical University, Guangzhou, 510515, People’s Republic of China
| | - Yanyan Ma
- Chronic Airways Diseases Laboratory, Department of Respiratory and Critical Care Medicine, NanFang Hospital, Southern Medical University, Guangzhou, 510515, People’s Republic of China
| | - Zhaoqian Gong
- Chronic Airways Diseases Laboratory, Department of Respiratory and Critical Care Medicine, NanFang Hospital, Southern Medical University, Guangzhou, 510515, People’s Republic of China
| | - Qian Zhang
- Chronic Airways Diseases Laboratory, Department of Respiratory and Critical Care Medicine, NanFang Hospital, Southern Medical University, Guangzhou, 510515, People’s Republic of China
| | - Haijin Zhao
- Chronic Airways Diseases Laboratory, Department of Respiratory and Critical Care Medicine, NanFang Hospital, Southern Medical University, Guangzhou, 510515, People’s Republic of China
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11
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Villalba-Orero M, Contreras-Aguilar MD, Cerón JJ, Fuentes-Romero B, Valero-González M, Martín-Cuervo M. Association between Eosinophil Count and Cortisol Concentrations in Equids Admitted in the Emergency Unit with Abdominal Pain. Animals (Basel) 2024; 14:164. [PMID: 38200895 PMCID: PMC10778409 DOI: 10.3390/ani14010164] [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: 11/21/2023] [Revised: 12/30/2023] [Accepted: 01/02/2024] [Indexed: 01/12/2024] Open
Abstract
Stress leukogram includes eosinopenia as one of its main markers (neutrophilia, eosinopenia, lymphopenia, and mild monocytosis). Cortisol is the main stress biomarker, which is also strongly correlated with the severity of gastrointestinal diseases. This study aimed to determine the relationship between salivary cortisol and the eosinophil cell count (EC) in equids with abdominal pain. To do this, 39 horses with abdominal pain referred to an emergency service were included. All samples were taken on admission, and several parameters and clinical data were included. Equids were classified according to the outcome as survivors and non-survivors. Non-surviving equids presented higher salivary cortisol concentrations (Non-Survivors: 1.580 ± 0.816 µg/dL; Survivors 0.988 ± 0.653 µg/dL; p < 0.05) and lower EC (Non-Survivors: 0.0000 × 103/µL (0.000/0.0075); Survivors: 0.0450 × 103/µL (0.010/0.1825); p < 0.01). In addition, the relationship between salivary cortisol concentration, EC, and the WBC was determined. Only a strong correlation (negative) was observed between cortisol and EC (r = -0.523, p < 0.01). Since cortisol is not an analyte that can be measured routinely in clinical settings such as emergencies, the EC could be a good alternative. While the results are promising, further studies are needed before EC can be used confidently in routine practice to predict survival in cases of abdominal pain.
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Affiliation(s)
- María Villalba-Orero
- Hospital Clínico Veterinario Complutense, Departamento de Medicina y Cirugía Animal, Facultad de Veterinaria, Universidad Complutense de Madrid, 28040 Madrid, Spain;
| | - María Dolores Contreras-Aguilar
- Interdisciplinary Laboratory of Clinical Analysis of the University of Murcia (Interlab-UMU), Department of Animal Medicine and Surgery, Veterinary School, Regional Campus of International Excellence Mare Nostrum, Campus de Espinardo, University of Murcia, 30100 Murcia, Spain;
| | - Jose Joaquín Cerón
- Interdisciplinary Laboratory of Clinical Analysis of the University of Murcia (Interlab-UMU), Department of Animal Medicine and Surgery, Veterinary School, Regional Campus of International Excellence Mare Nostrum, Campus de Espinardo, University of Murcia, 30100 Murcia, Spain;
| | - Beatriz Fuentes-Romero
- Veterinary Teaching Hospital, University of Extremadura, Avda de la Universidad s/n, 10005 Cáceres, Spain; (B.F.-R.); (M.V.-G.)
| | - Marta Valero-González
- Veterinary Teaching Hospital, University of Extremadura, Avda de la Universidad s/n, 10005 Cáceres, Spain; (B.F.-R.); (M.V.-G.)
| | - María Martín-Cuervo
- Grupo MECIAN, Departamento de Medicina Animal, Facultad de Veterinaria, Campus de Cáceres, Universidad de Extremadura, 10004 Cáceres, Spain;
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12
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Lee T, Lee J, Shin DH, Lee H, Kim SK. Prognostic and Diagnostic Power of Delta Neutrophil Index and Mean Platelet Component in Febrile Patients with Suspected Sepsis. Biomedicines 2023; 11:3190. [PMID: 38137411 PMCID: PMC10740452 DOI: 10.3390/biomedicines11123190] [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: 11/01/2023] [Revised: 11/22/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND The delta neutrophil index (DNI), a prognostic and diagnostic marker for sepsis, is based on the leukocyte count. Platelet activation, similar to leukocyte activation, plays a crucial role in host defense against pathogens and may serve as a predictor of sepsis outcome. However, the combined evaluation of mean platelet component (MPC) and DNI has rarely been used to assess sepsis. METHODS To assess the prognostic and diagnostic validity of the simultaneous evaluation of DNI and MPC in cases of human febrile sepsis, we conducted measurements of cellular indices, including DNI and MPC, as well as molecular biomarkers, including procalcitonin (PCT) and C-reactive protein (CRP). This study was carried out in patients admitted to the emergency department with suspected sepsis. RESULTS Using a cutoff value of 2.65%, the sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of the DNI in sepsis were found to be 69%, 73.9%, 77.9%, and 64.1%, respectively. Furthermore, significant differences in DNI and MPC levels were observed between the sepsis and non-sepsis groups (6.7 ± 7.8% versus 2.1 ± 2.2% (p = 0.000) and 26.0 ± 1.9 g/dL versus 26.8 ± 1.4 g/dL (p = 0.002), respectively). Notably, there was a negative correlation between DNI and MPC, with the strength of the correlation varying based on the cause of sepsis. By setting the cutoff value of the DNI to 6.2%, its sensitivity, specificity, and NPV improved to 100%, 80.3%, and 100%, respectively, although the PPV remained at 10.6%. CONCLUSIONS In our study, the DNI demonstrates superior effectiveness compared with other molecular biomarkers, such as CRP and procalcitonin, in distinguishing septic febrile patients from non-septic febrile patients. Additionally, a negative correlation exists between MPC and DNI, making MPC a valuable marker for differentiating the etiology of sepsis. These findings hold significant clinical implications, as DNI/MPC evaluation is a cost-effective and readily applicable approach in various impending sepsis scenarios. Notably, this study represents the first examination of the prognostic and diagnostic validity of employing the simultaneous evaluation of DNI and MPC in human cases of febrile sepsis.
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Affiliation(s)
- Taehun Lee
- Department of Emergency Medicine, College of Medicine, Hallym University, Chuncheon Sacred Heart Hospital, Chuncheon 24253, Republic of Korea;
| | - Jongwook Lee
- Department of Laboratory Medicine, Konyang University Hospital, Daejeon 35465, Republic of Korea;
| | - Dong Hoon Shin
- Department of Laboratory Medicine, College of Medicine, Hallym University, Chuncheon Sacred Heart Hospital, Chuncheon 24253, Republic of Korea;
| | - Hyungdon Lee
- Department of Internal Medicine, College of Medicine, Hallym University, Chuncheon Sacred Heart Hospital, Chuncheon 24253, Republic of Korea
| | - Soo-Ki Kim
- Department of Microbiology, Wonju College of Medicine, Research Institute of Metabolism and Inflammation Research, Yonsei University, Wonju 26426, Republic of Korea
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13
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Qian Y, Cai C, Sun M, Lv D, Zhao Y. Analyses of Factors Associated with Acute Exacerbations of Chronic Obstructive Pulmonary Disease: A Review. Int J Chron Obstruct Pulmon Dis 2023; 18:2707-2723. [PMID: 38034468 PMCID: PMC10683659 DOI: 10.2147/copd.s433183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Accepted: 11/09/2023] [Indexed: 12/02/2023] Open
Abstract
Acute exacerbations of chronic obstructive pulmonary disease (AECOPD) is the exacerbation of a range of respiratory symptoms during the stable phase of chronic obstructive pulmonary disease (COPD). AECOPD is thus a dangerous stage and key event in the course of COPD, as its deterioration and frequency seriously affects the quality of life of patients and shortens their survival. Acute exacerbations occur and develop due to many factors such as infection, tobacco smoke inhalation, air pollution, comorbidities, airflow limitation, various biomarkers, history of previous deterioration, natural killer cell abnormalities, immunoglobulin G deficiency, genetics, abnormal muscle and nutritional status, negative psychology, and seasonal temperature changes. There is relatively limited research on the impact of the role of standardized management on the alleviation of AECOPD. However, with the establishment of relevant prevention and management systems and the promotion of artificial intelligence technology and Internet medical approaches, long-term effective and standardized management of COPD patients may help to achieve the quality of life and disease prognosis in COPD patients and reduce the risk of AE.
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Affiliation(s)
- Yang Qian
- The First Affiliated Hospital of Ningbo University, Ningbo, People’s Republic of China
| | - Chenting Cai
- The First Affiliated Hospital of Ningbo University, Ningbo, People’s Republic of China
| | - Mengqing Sun
- The First Affiliated Hospital of Ningbo University, Ningbo, People’s Republic of China
| | - Dan Lv
- The First Affiliated Hospital of Ningbo University, Ningbo, People’s Republic of China
| | - Yun Zhao
- The First Affiliated Hospital of Ningbo University, Ningbo, People’s Republic of China
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14
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Echevarria C, Steer J, Prasad A, Quint JK, Bourke SC. Admission blood eosinophil count, inpatient death and death at 1 year in exacerbating patients with COPD. Thorax 2023; 78:1090-1096. [PMID: 37487711 DOI: 10.1136/thorax-2022-219463] [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: 07/27/2022] [Accepted: 06/16/2023] [Indexed: 07/26/2023]
Abstract
BACKGROUND Blood eosinophil counts have been studied in patients with stable chronic obstructive pulmonary disease (COPD) and are a useful biomarker to guide inhaled corticosteroid use. Less is known about eosinophil counts during severe exacerbation. METHODS In this retrospective study, 2645 patients admitted consecutively with COPD exacerbation across six UK hospitals were included in the study, and the clinical diagnosis was confirmed by a respiratory specialist. The relationship between admission eosinophil count, inpatient death and 1-year death was assessed. In a backward elimination, Poisson regression analysis using the log-link function with robust estimates, patients' markers of acute illness and stable-state characteristics were assessed in terms of their association with eosinopenia. RESULTS 1369 of 2645 (52%) patients had eosinopenia at admission. Those with eosinopenia had a 2.5-fold increased risk of inpatient death compared with those without eosinopenia (12.1% vs 4.9%, RR=2.50, 95% CI 1.88 to 3.31, p<0.001). The same mortality risk with eosinopenia was seen among the subgroup with pneumonic exacerbation (n=788, 21.3% vs 8.5%, RR=2.5, 95% CI 1.67 to 2.24, p<0.001). In a regression analysis, eosinopenia was significantly associated with: older age and male sex; a higher pulse rate, temperature, neutrophil count, urea and C reactive protein level; a higher proportion of patients with chest X-ray consolidation and a reduced Glasgow Coma Score; and lower systolic and diastolic blood pressure measurements and lower oxygen saturation, albumin, platelet and previous admission counts. DISCUSSION During severe COPD exacerbation, eosinopenia is common and associated with inpatient death and several markers of acute illness. Clinicians should be cautious about using eosinophil results obtained during severe exacerbation to guide treatment decisions regarding inhaled corticosteroid use.
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Affiliation(s)
- Carlos Echevarria
- Respiratory department, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
- Translational and Clinical Research, Newcastle University, Newcastle upon Tyne, UK
| | - John Steer
- Translational and Clinical Research, Newcastle University, Newcastle upon Tyne, UK
- Respiratory department, Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Arun Prasad
- Respiratory department, Northumbria Healthcare NHS Foundation Trust, North Shields, UK
| | - Jennifer K Quint
- Department of Respiratory Epidemiology Occupational Medicine and Public Health, Imperial College London, London, UK
| | - Stephen C Bourke
- Translational and Clinical Research, Newcastle University, Newcastle upon Tyne, UK
- Respiratory Medicine, Northumbria Healthcare NHS Foundation Trust, North Shields, UK
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15
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Natanov D, Avihai B, McDonnell E, Lee E, Cook B, Altomare N, Ko T, Chaia A, Munoz C, Ouellette S, Nyalakonda S, Cederbaum V, Parikh PD, Blaser MJ. Predicting COVID-19 prognosis in hospitalized patients based on early status. mBio 2023; 14:e0150823. [PMID: 37681966 PMCID: PMC10653946 DOI: 10.1128/mbio.01508-23] [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: 07/12/2023] [Accepted: 07/17/2023] [Indexed: 09/09/2023] Open
Abstract
IMPORTANCE COVID-19 remains the fourth leading cause of death in the United States. Predicting COVID-19 patient prognosis is essential to help efficiently allocate resources, including ventilators and intensive care unit beds, particularly when hospital systems are strained. Our PLABAC and PRABLE models are unique because they accurately assess a COVID-19 patient's risk of death from only age and five commonly ordered laboratory tests. This simple design is important because it allows these models to be used by clinicians to rapidly assess a patient's risk of decompensation and serve as a real-time aid when discussing difficult, life-altering decisions for patients. Our models have also shown generalizability to external populations across the United States. In short, these models are practical, efficient tools to assess and communicate COVID-19 prognosis.
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Affiliation(s)
- David Natanov
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Byron Avihai
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Erin McDonnell
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Eileen Lee
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Brennan Cook
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Nicole Altomare
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Tomohiro Ko
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Angelo Chaia
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Carolayn Munoz
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | | | - Suraj Nyalakonda
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Vanessa Cederbaum
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Payal D. Parikh
- Department of Medicine, Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Martin J. Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, New Brunswick, New Jersey, USA
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16
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Li C, Liu YC, Zhang DR, Han YX, Chen BJ, Long Y, Wu C. A machine learning model for distinguishing Kawasaki disease from sepsis. Sci Rep 2023; 13:12553. [PMID: 37532772 PMCID: PMC10397201 DOI: 10.1038/s41598-023-39745-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 07/30/2023] [Indexed: 08/04/2023] Open
Abstract
KD is an acute systemic vasculitis that most commonly affects children under 5 years old. Sepsis is a systemic inflammatory response syndrome caused by infection. The main clinical manifestations of both are fever, and laboratory tests include elevated WBC count, C-reactive protein, and procalcitonin. However, the two treatments are very different. Therefore, it is necessary to establish a dynamic nomogram based on clinical data to help clinicians make timely diagnoses and decision-making. In this study, we analyzed 299 KD patients and 309 sepsis patients. We collected patients' age, sex, height, weight, BMI, and 33 biological parameters of a routine blood test. After dividing the patients into a training set and validation set, the least absolute shrinkage and selection operator method, support vector machine and receiver operating characteristic curve were used to select significant factors and construct the nomogram. The performance of the nomogram was evaluated by discrimination and calibration. The decision curve analysis was used to assess the clinical usefulness of the nomogram. This nomogram shows that height, WBC, monocyte, eosinophil, lymphocyte to monocyte count ratio (LMR), PA, GGT and platelet are independent predictors of the KD diagnostic model. The c-index of the nomogram in the training set and validation is 0.926 and 0.878, which describes good discrimination. The nomogram is well calibrated. The decision curve analysis showed that the nomogram has better clinical application value and decision-making assistance ability. The nomogram has good performance of distinguishing KD from sepsis and is helpful for clinical pediatricians to make early clinical decisions.
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Affiliation(s)
- Chi Li
- Department of Gastroenterology, Children's Hospital of Anhui Medical University, The Fifth Clinical Medical College of Anhui Medical University, Hefei, 230000, Anhui, China
| | - Yu-Chen Liu
- Department of Otolaryngology, Head and Neck Surgery, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, 230000, Anhui, China
| | - De-Ran Zhang
- Department of Neurosurgery, The Second Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, 230000, Anhui, China
| | - Yan-Xun Han
- Department of Otolaryngology, Head and Neck Surgery, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, 230000, Anhui, China
| | - Bang-Jie Chen
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Anhui Medical University, Hefei, 230000, Anhui, China
| | - Yun Long
- Department of Gastroenterology, Children's Hospital of Anhui Medical University, The Fifth Clinical Medical College of Anhui Medical University, Hefei, 230000, Anhui, China
| | - Cheng Wu
- Department of Gastroenterology, Children's Hospital of Anhui Medical University, The Fifth Clinical Medical College of Anhui Medical University, Hefei, 230000, Anhui, China.
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17
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Klimek L, Hagemann J, Huppertz T, Bärhold F, Albrecht T, Klimek F, Casper I, Cuevas M, Bergmann C, Becker S. COVID-19 and chronic rhinosinusitis: management and comorbidity - what have we learned? Expert Rev Clin Immunol 2023; 19:1399-1406. [PMID: 37551742 DOI: 10.1080/1744666x.2023.2244673] [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: 02/22/2023] [Revised: 07/21/2023] [Accepted: 08/01/2023] [Indexed: 08/09/2023]
Abstract
INTRODUCTION Approximately 5%-12% of the population worldwide suffer from chronic rhinosinusitis (CRS). CRS is defined as a chronic respiratory disease and is considered to be a risk factor for COVID-19 patients. AREAS COVERED A non-systematic literature research was conducted on COVID-19 and treatment options for CRSwNP. The latest international publications in medical databases, international guidelines, and the internet were reviewed. Since there were no publications on all aspects of this topic during the pandemic, we included our own experience in this report. Based on the conducted literature research in addition to our previously reported experience, we discuss the treatment of CRSwNP during the COVID-19 pandemic and what can be taken for future pandemics. EXPERT OPINION Intranasal corticosteroids remain the standard treatment for CRS in patients with SARS-CoV-2 infection. Indications for surgical treatment of CRS should be critically evaluated and reserved for patients with complications and those with no other treatment options. For this purpose, COVID-19 status should be known if possible and, in case of unclear status (emergency), using appropriate personal protective equipment. Systemic corticosteroids should be avoided were possible. Biological treatment should be continued under careful monitoring in uninfected patients and should be temporarily interrupted during COVID-19 infection.
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Affiliation(s)
- L Klimek
- Center for Rhinology and Allergology, Wiesbaden, Germany
| | - J Hagemann
- Department of Otorhinolaryngology, Mainz University Medical Center, Mainz, Germany
| | - T Huppertz
- Department of Otorhinolaryngology, Mainz University Medical Center, Mainz, Germany
| | - F Bärhold
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center of Eberhard-Karls University, Tübingen, Germany
| | - T Albrecht
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center of Eberhard-Karls University, Tübingen, Germany
| | - F Klimek
- Center for Rhinology and Allergology, Wiesbaden, Germany
| | - I Casper
- Center for Rhinology and Allergology, Wiesbaden, Germany
| | - M Cuevas
- Clinic and Polyclinic for Otorhinolaryngology, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - C Bergmann
- Practice for Ear, Nose and Throat Medicine, Clinic RKM 740, Düsseldorf, Germany
| | - S Becker
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center of Eberhard-Karls University, Tübingen, Germany
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18
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Davido B, Lemarie B, Gault E, Dumoulin J, D'anglejan E, Beaune S, De Truchis P. Interest of Absolute Eosinopenia as a Marker of Influenza in Outpatients during the Fall-Winter Seasons 2016-2018 in the Greater Paris Area: The SUPERFLUOUS Study. Diagnostics (Basel) 2023; 13:2115. [PMID: 37371009 DOI: 10.3390/diagnostics13122115] [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: 03/30/2023] [Revised: 05/24/2023] [Accepted: 06/17/2023] [Indexed: 06/29/2023] Open
Abstract
INTRODUCTION Prior to the emergence of COVID-19, when influenza was the predominant cause of viral respiratory tract infections (VRTIs), this study aimed to analyze the distinct biological abnormalities associated with influenza in outpatient settings. METHODS A multicenter retrospective study was conducted among outpatients, with the majority seeking consultation at the emergency department, who tested positive for VRTIs using RT-PCR between 2016 and 2018. Patient characteristics were compared between influenza (A and B types) and non-influenza viruses, and predictors of influenza were identified using two different models focusing on absolute eosinopenia (0/mm3) and lymphocyte count <800/mm3. RESULTS Among 590 VRTIs, 116 (19.7%) were identified as outpatients, including 88 cases of influenza. Multivariable logistic regression analysis revealed the following predictors of influenza: in the first model, winter season (adjusted odds ratio [aOR] 7.1, 95% confidence interval [CI] 1.12-45.08) and absolute eosinopenia (aOR 6.16, 95% CI 1.14-33.24); in the second model, winter season (aOR 9.08, 95% CI 1.49-55.40) and lymphocyte count <800/mm3 (aOR 7.37, 95% CI 1.86-29.20). Absolute eosinopenia exhibited the highest specificity and positive predictive value (92% and 92.3%, respectively). CONCLUSION During the winter season, specific biological abnormalities can aid physicians in identifying influenza cases and guide the appropriate use of antiviral therapy when rapid molecular tests are not readily available.
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Affiliation(s)
- Benjamin Davido
- Maladies Infectieuses, Hôpital Raymond Poincaré, Assistance Publique des Hôpitaux de Paris (AP-HP), 92380 Garches, France
- UMR1173, Université Versailles St-Quentin, Université Paris-Saclay, 78180 Montigny-Le-Bretonneux, France
| | - Benoit Lemarie
- Maladies Infectieuses, Hôpital Raymond Poincaré, Assistance Publique des Hôpitaux de Paris (AP-HP), 92380 Garches, France
| | - Elyanne Gault
- UMR1173, Université Versailles St-Quentin, Université Paris-Saclay, 78180 Montigny-Le-Bretonneux, France
- Virologie, Hôpital Ambroise-Paré, Assistance Publique des Hôpitaux de Paris (AP-HP), 92100 Boulogne-Billancourt, France
| | - Jennifer Dumoulin
- Pneumologie, Hôpital Ambroise Paré, Assistance Publique des Hôpitaux de Paris (AP-HP), 92100 Boulogne-Billancourt, France
| | - Emma D'anglejan
- Maladies Infectieuses, Hôpital Raymond Poincaré, Assistance Publique des Hôpitaux de Paris (AP-HP), 92380 Garches, France
| | - Sebastien Beaune
- Service d'Accueil des Urgences, Hôpital Ambroise Paré, Assistance Publique des Hôpitaux de Paris (AP-HP), 92100 Boulogne-Billancourt, France
| | - Pierre De Truchis
- Maladies Infectieuses, Hôpital Raymond Poincaré, Assistance Publique des Hôpitaux de Paris (AP-HP), 92380 Garches, France
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Bartziokas K, Papathanasiou E, Papaioannou AI, Papanikolaou I, Antonakis E, Makou I, Hillas G, Karampitsakos T, Papaioannou O, Dimakou K, Apollonatou V, Verykokou G, Papiris S, Bakakos P, Loukides S, Kostikas K. Eosinopenia as a Prognostic Biomarker for Noninvasive Ventilation Use in COPD Exacerbations. J Pers Med 2023; 13:jpm13040686. [PMID: 37109072 PMCID: PMC10145416 DOI: 10.3390/jpm13040686] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 04/11/2023] [Accepted: 04/18/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND In recent years, blood eosinophils have been evaluated as a surrogate biomarker for eosinophilic airway inflammation and as a prognostic indicator of the outcomes of hospitalized COPD subjects. During an exacerbation of COPD, eosinopenia has been proposed as a prognostic marker of adverse outcomes. OBJECTIVES The aim of the present post hoc analysis was to elucidate the effectiveness of blood eosinophils for predicting the need of NIV in subjects with COPD exacerbation. METHODS Consecutive subjects admitted to a hospital for COPD exacerbation were included in the analysis. The eosinophil count from the first complete blood count was used to designate the eosinophil groups. The relationship between the clinical characteristics and blood eosinophil counts, as dichotomized using 150 cells/μL, was evaluated. Results Subjects with blood eosinophil number < 150 k/μL had a more severe disease on admission compared to subjects with ≥150 k/μL, regarding pH 7.400 (7.36, 7.44) vs. 7.42 (7.38, 7.45), p = 0.008, PO2/FiO2 levels 238.1 (189.8, 278.6) vs. 276.2 (238.2, 305.6), p < 0.001, CRP (mg/L) levels 7.3 (3.1, 19.9) vs. 3.5 (0.7, 7.8), p < 0.001 and required a longer hospital stay (days) 10.0 (8.0, 14.0) vs. 5.0 (3.0, 7.0) p < 0.001 respectively. The number of blood eosinophils correlated with the levels of CRP upon admission (p < 0.001, r = -0.334), with arterial pH upon admission (p < 0.030, r = 0.121), with PO2/FiO2 (p < 0.001, r = -0.248), and with duration of hospital stay (p < 0.001, r = -0.589). In the multinomial logistic regression analysis, blood eosinophil count < 150 k/μL was an independent predictor of the use of NIV during hospital stay. CONCLUSION During COPD exacerbation, low blood eosinophil levels upon admission are related to more severe disease and can be used as a predictor of the need of NIV. Further prospective studies are needed to identify the use of blood eosinophil levels as a predictor of unfavorable outcomes.
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Affiliation(s)
- Konstantinos Bartziokas
- Respiratory Medicine Department, University of Ioannina, 45110 Ioannina, Greece
- 2nd Respiratory Medicine Department, National and Kapodistrian University of Athens, 10679 Athens, Greece
| | - Evgenia Papathanasiou
- 2nd Respiratory Medicine Department, National and Kapodistrian University of Athens, 10679 Athens, Greece
| | - Andriana I Papaioannou
- 2nd Respiratory Medicine Department, National and Kapodistrian University of Athens, 10679 Athens, Greece
| | - Ilias Papanikolaou
- Respiratory Medicine Department, Corfu General Hospital, 49100 Corfu, Greece
| | - Emmanouil Antonakis
- Respiratory Medicine Department, Corfu General Hospital, 49100 Corfu, Greece
| | - Ioanna Makou
- Respiratory Medicine Department, Corfu General Hospital, 49100 Corfu, Greece
| | - Georgios Hillas
- 5th Respiratory Medicine Department, Sotiria Chest Hospital, 11527 Athens, Greece
| | | | - Ourania Papaioannou
- 5th Respiratory Medicine Department, Sotiria Chest Hospital, 11527 Athens, Greece
| | - Katerina Dimakou
- 5th Respiratory Medicine Department, Sotiria Chest Hospital, 11527 Athens, Greece
| | - Vasiliki Apollonatou
- 2nd Respiratory Medicine Department, National and Kapodistrian University of Athens, 10679 Athens, Greece
| | - Galateia Verykokou
- 2nd Respiratory Medicine Department, National and Kapodistrian University of Athens, 10679 Athens, Greece
| | - Spyros Papiris
- 2nd Respiratory Medicine Department, National and Kapodistrian University of Athens, 10679 Athens, Greece
| | - Petros Bakakos
- 1st Respiratory Medicine Department, National and Kapodistrian University of Athens, 10676 Athens, Greece
| | - Stelios Loukides
- 2nd Respiratory Medicine Department, National and Kapodistrian University of Athens, 10679 Athens, Greece
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20
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Pu J, Yi Q, Luo Y, Wei H, Ge H, Liu H, Li X, Zhang J, Pan P, Zhou H, Zhou C, Yi M, Cheng L, Liu L, Zhang J, Peng L, Aili A, Liu Y, Zhou H. Blood Eosinophils and Clinical Outcomes in Inpatients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease: A Prospective Cohort Study. Int J Chron Obstruct Pulmon Dis 2023; 18:169-179. [PMID: 36879668 PMCID: PMC9985424 DOI: 10.2147/copd.s396311] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 02/15/2023] [Indexed: 03/06/2023] Open
Abstract
Purpose The prognostic value of blood eosinophils in patients with acute exacerbation of chronic obstructive pulmonary disease (AECOPD) remains controversial. This study aimed to evaluate whether blood eosinophils could predict in-hospital mortality and other adverse outcomes in inpatients with AECOPD. Methods The patients hospitalized for AECOPD were prospectively enrolled from ten medical centers in China. Peripheral blood eosinophils were detected on admission, and the patients were divided into eosinophilic and non-eosinophilic groups with 2% as the cutoff value. The primary outcome was all-cause in-hospital mortality. Results A total of 12,831 AECOPD inpatients were included. The non-eosinophilic group was associated with higher in-hospital mortality than the eosinophilic group in the overall cohort (1.8% vs 0.7%, P < 0.001), the subgroup with pneumonia (2.3% vs 0.9%, P = 0.016) or with respiratory failure (2.2% vs 1.1%, P = 0.009), but not in the subgroup with ICU admission (8.4% vs 4.5%, P = 0.080). The lack of association still remained even after adjusting for confounding factors in subgroup with ICU admission. Being consistent across the overall cohort and all subgroups, non-eosinophilic AECOPD was also related to greater rates of invasive mechanical ventilation (4.3% vs 1.3%, P < 0.001), ICU admission (8.9% vs 4.2%, P < 0.001), and, unexpectedly, systemic corticosteroid usage (45.3% vs 31.7%, P < 0.001). Non-eosinophilic AECOPD was associated with longer hospital stay in the overall cohort and subgroup with respiratory failure (both P < 0.001) but not in those with pneumonia (P = 0.341) or ICU admission (P = 0.934). Conclusion Peripheral blood eosinophils on admission may be used as an effective biomarker to predict in-hospital mortality in most AECOPD inpatients, but not in patients admitted into ICU. Eosinophil-guided corticosteroid therapy should be further studied to better guide the administration of corticosteroids in clinical practice.
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Affiliation(s)
- Jiaqi Pu
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Qun Yi
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China.,Sichuan Cancer Hospital and Institution, Sichuan Cancer Center, Cancer Hospital Affiliate to School of Medicine, UESTC, Chengdu, People's Republic of China
| | - Yuanming Luo
- State Key Laboratory of Respiratory Disease, Guangzhou Medical University, Guangzhou, People's Republic of China
| | - Hailong Wei
- Department of Respiratory and Critical Care Medicine, People's Hospital of Leshan, Leshan, People's Republic of China
| | - Huiqing Ge
- Department of Respiratory and Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Huiguo Liu
- Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Xianhua Li
- Department of Respiratory and Critical Care Medicine, the First People's Hospital of Neijiang City, Neijiang, People's Republic of China
| | - Jianchu Zhang
- Department of Respiratory and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Pinhua Pan
- Department of Respiratory and Critical Care Medicine, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Hui Zhou
- Department of Respiratory and Critical Care Medicine, The Affiliated Hospital of Chengdu University, Chengdu, People's Republic of China
| | - Chen Zhou
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Mengqiu Yi
- Department of Emergency, First People's Hospital of Jiujiang, Jiu Jiang, People's Republic of China
| | - Lina Cheng
- Department of Emergency, First People's Hospital of Jiujiang, Jiu Jiang, People's Republic of China
| | - Liang Liu
- Department of Respiratory and Critical Care Medicine, The Affiliated Hospital of Chengdu University, Chengdu, People's Republic of China
| | - Jiarui Zhang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Lige Peng
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Adila Aili
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Yu Liu
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Haixia Zhou
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China
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Niemantsverdriet MSA, de Hond TAP, Hoefer IE, van Solinge WW, Bellomo D, Oosterheert JJ, Kaasjager KAH, Haitjema S. A machine learning approach using endpoint adjudication committee labels for the identification of sepsis predictors at the emergency department. BMC Emerg Med 2022; 22:208. [PMID: 36550392 PMCID: PMC9784058 DOI: 10.1186/s12873-022-00764-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 12/06/2022] [Indexed: 12/24/2022] Open
Abstract
Accurate sepsis diagnosis is paramount for treatment decisions, especially at the emergency department (ED). To improve diagnosis, clinical decision support (CDS) tools are being developed with machine learning (ML) algorithms, using a wide range of variable groups. ML models can find patterns in Electronic Health Record (EHR) data that are unseen by the human eye. A prerequisite for a good model is the use of high-quality labels. Sepsis gold-standard labels are hard to define due to a lack of reliable diagnostic tools for sepsis at the ED. Therefore, standard clinical tools, such as clinical prediction scores (e.g. modified early warning score and quick sequential organ failure assessment), and claims-based methods (e.g. ICD-10) are used to generate suboptimal labels. As a consequence, models trained with these "silver" labels result in ill-trained models. In this study, we trained ML models for sepsis diagnosis at the ED with labels of 375 ED visits assigned by an endpoint adjudication committee (EAC) that consisted of 18 independent experts. Our objective was to evaluate which routinely measured variables show diagnostic value for sepsis. We performed univariate testing and trained multiple ML models with 95 routinely measured variables of three variable groups; demographic and vital, laboratory and advanced haematological variables. Apart from known diagnostic variables, we identified added diagnostic value for less conventional variables such as eosinophil count and platelet distribution width. In this explorative study, we show that the use of an EAC together with ML can identify new targets for future sepsis diagnosis research.
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Affiliation(s)
- Michael S. A. Niemantsverdriet
- grid.7692.a0000000090126352Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Room Number G03.551, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands ,SkylineDx, Rotterdam, The Netherlands
| | - Titus A. P. de Hond
- grid.7692.a0000000090126352Department of Internal Medicine and Acute Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Imo E. Hoefer
- grid.7692.a0000000090126352Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Room Number G03.551, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Wouter W. van Solinge
- grid.7692.a0000000090126352Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Room Number G03.551, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | | | - Jan Jelrik Oosterheert
- grid.7692.a0000000090126352Department of Internal Medicine, Infectious Diseases, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Karin A. H. Kaasjager
- grid.7692.a0000000090126352Department of Internal Medicine and Acute Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Saskia Haitjema
- grid.7692.a0000000090126352Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Room Number G03.551, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
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22
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Martín-Cuervo M, Gracia-Calvo LA, Macías-García B, Ezquerra LJ, Barrera R. Evaluation of Eosinopenia as a SIRS Biomarker in Critically Ill Horses. Animals (Basel) 2022; 12:ani12243547. [PMID: 36552467 PMCID: PMC9774166 DOI: 10.3390/ani12243547] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 12/05/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
Systemic inflammatory response syndrome (SIRS) is a very common finding in critically ill patients. To accurately identify patients with SIRS and those who need intensive care, several markers have been evaluated, including cortisol, WBC or lactate. It is widely known that a stress leukogram includes eosinopenia as one of its main markers (neutrophilia, eosinopenia, lymphopenia and mild monocytes). It is known that cortisol concentration in plasma is the main stress biomarker and is strongly correlated with the severity of disease in horses. However, it is not possible to measure this parameter routinely in clinical conditions. Hence, in this study it was hypothesized that the eosinophil count could be a reliable parameter to identify critically ill horses. Horses included in this study were divided into three groups: Group A (sick horses received at the Emergency Unit which did not fulfil the criteria for SIRS), Group B (horses that meet two or more criteria for inclusion in the definition of SIRS) and a control group of healthy horses. In this study, horses with SIRS showed lower eosinophil counts than healthy horses. Moreover, non-surviving horses exhibited lower eosinophil counts than survivors. Eosinopenia could be used to identify horses with SIRS and can be useful as a prognostic marker.
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Affiliation(s)
- María Martín-Cuervo
- Grupo MECIAN, Departamento de Medicina Animal, Facultad de Veterinaria, Campus de Cáceres, Universidad de Extremadura, 10003 Cáceres, Spain
- Correspondence:
| | | | - Beatriz Macías-García
- Grupo MINVET, Departamento de Medicina Animal, Facultad de Veterinaria, Campus de Cáceres, Universidad de Extremadura, 10003 Cáceres, Spain
| | - Luis Javier Ezquerra
- Grupo MECIAN, Departamento de Medicina Animal, Facultad de Veterinaria, Campus de Cáceres, Universidad de Extremadura, 10003 Cáceres, Spain
| | - Rafael Barrera
- Grupo MINVET, Departamento de Medicina Animal, Facultad de Veterinaria, Campus de Cáceres, Universidad de Extremadura, 10003 Cáceres, Spain
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Carvalho N, Carolino E, Coelho H, Cóias A, Trindade M, Vaz J, Cismasiu B, Moita C, Moita L, Costa PM. IL-5 Serum and Appendicular Lavage Fluid Concentrations Correlate with Eosinophilic Infiltration in the Appendicular Wall Supporting a Role for a Hypersensitivity Type I Reaction in Acute Appendicitis. Int J Mol Sci 2022; 23:15086. [PMID: 36499410 PMCID: PMC9738821 DOI: 10.3390/ijms232315086] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 11/22/2022] [Accepted: 11/25/2022] [Indexed: 12/02/2022] Open
Abstract
Appendicitis is the most common abdominal surgical emergency, but its aetiology is not fully understood. We and others have proposed that allergic responses play significant roles in its pathophysiology. Eosinophils and Interleukin (IL)-5 are involved in a hypersensitivity type I reaction. Eosinophil infiltration is common in the allergic target organ and is dependent on IL-5. In the presence of an allergic component, it is expected that the eosinophil count and IL-5 local and systemic concentrations become elevated. To address this hypothesis, we designed a prospective study that included 65 patients with acute appendicitis (grouped as acute phlegmonous or gangrenous according to the histological definition) and 18 patients with the clinical diagnosis of acute appendicitis, but with normal histological findings (control group) were enrolled. Eosinophil blood counts and appendicular wall eosinophil infiltration were determined. IL-5 levels in blood and appendicular lavage fluid were evaluated. Appendicular lavage fluid was collected by a new methodology developed and standardized by our group. Appendicular wall eosinophil infiltration was higher in acute phlegmonous appendicitis than in gangrenous appendicitis (p = 0.000). IL-5 blood levels were similar in both pathologic and control groups (p > 0.05). In the appendicular lavage fluid, the higher levels of IL-5 were observed in the phlegmonous appendicitis group (p = 0.056). We found a positive correlation between the appendicular wall eosinophilic infiltration and the IL-5 concentrations, in both the blood and the appendicular lavage fluid, supporting the IL-5 reliance in eosinophil local infiltration. We observed the highest presence of eosinophils at phlegmonous appendicitis walls. In conclusion, the present data are compatible with a hypersensitivity type I allergic reaction in the target organ, the appendix, during the phlegmonous phase of appendicitis.
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Affiliation(s)
- Nuno Carvalho
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal
- Faculdade Medicina, Universidade Lisboa, 1649-028 Lisboa, Portugal
| | - Elisabete Carolino
- H&TRC-Health & Technology Research Center, ESTeSL-Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, 1990-096 Lisboa, Portugal
| | - Hélder Coelho
- Serviço de Anatomia Patológica, Hospital Garcia de Orta, 2805-267 Almada, Portugal
| | - Ana Cóias
- Serviço de Anatomia Patológica, Hospital Garcia de Orta, 2805-267 Almada, Portugal
| | - Madalena Trindade
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal
| | - João Vaz
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal
| | - Brigitta Cismasiu
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal
| | - Catarina Moita
- Innate Immunity and Inflammation Lab, Instituto Gulbenkian de Ciência, 2780-156 Oeiras, Portugal
| | - Luis Moita
- Innate Immunity and Inflammation Lab, Instituto Gulbenkian de Ciência, 2780-156 Oeiras, Portugal
- Instituto de Histologia e Biologia do Desenvolvimento, Faculdade Medicina, Universidade Lisboa, 1649-028 Lisboa, Portugal
| | - Paulo Matos Costa
- Serviço Cirurgia Geral, Hospital Garcia de Orta, 2805-267 Almada, Portugal
- Faculdade Medicina, Universidade Lisboa, 1649-028 Lisboa, Portugal
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24
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Tomizawa H, Yamada Y, Arima M, Miyabe Y, Fukuchi M, Hikichi H, Melo RCN, Yamada T, Ueki S. Galectin-10 as a Potential Biomarker for Eosinophilic Diseases. Biomolecules 2022; 12:biom12101385. [PMID: 36291593 PMCID: PMC9599181 DOI: 10.3390/biom12101385] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 11/17/2022] Open
Abstract
Galectin-10 is a member of the lectin family and one of the most abundant cytoplasmic proteins in human eosinophils. Except for some myeloid leukemia cells, basophils, and minor T cell populations, galectin-10 is exclusively present in eosinophils in the human body. Galectin-10 forms Charcot–Leyden crystals, which are observed in various eosinophilic diseases. Accumulating studies have indicated that galectin-10 acts as a new biomarker for disease activity, diagnosis, and treatment effectiveness in asthma, eosinophilic esophagitis, rhinitis, sinusitis, atopic dermatitis, and eosinophilic granulomatosis with polyangiitis. The extracellular release of galectin-10 is not mediated through conventional secretory processes (piecemeal degranulation or exocytosis), but rather by extracellular trap cell death (ETosis), which is an active cell death program. Eosinophils undergoing ETosis rapidly disintegrate their plasma membranes to release the majority of galectin-10. Therefore, elevated galectin-10 levels in serum and tissue suggest a high degree of eosinophil ETosis. To date, several studies have shown that galectin-10/Charcot–Leyden crystals are more than just markers for eosinophilic inflammation, but play functional roles in immunity. In this review, we focus on the close relationship between eosinophils and galectin-10, highlighting this protein as a potential new biomarker in eosinophilic diseases.
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Affiliation(s)
- Hiroki Tomizawa
- Clinical Laboratory Medicine, Department of General Internal Medicine, Akita University Graduate School of Medicine, Akita 010-8543, Japan
- Department of Otorhinolaryngology, Head and Neck Surgery, Akita University Graduate School of Medicine, Akita 010-8543, Japan
| | - Yoshiyuki Yamada
- Department of Pediatrics, Tokai University School of Medicine, Isehara 259-1193, Japan
| | - Misaki Arima
- Clinical Laboratory Medicine, Department of General Internal Medicine, Akita University Graduate School of Medicine, Akita 010-8543, Japan
| | - Yui Miyabe
- Clinical Laboratory Medicine, Department of General Internal Medicine, Akita University Graduate School of Medicine, Akita 010-8543, Japan
- Department of Otorhinolaryngology, Head and Neck Surgery, Akita University Graduate School of Medicine, Akita 010-8543, Japan
| | - Mineyo Fukuchi
- Clinical Laboratory Medicine, Department of General Internal Medicine, Akita University Graduate School of Medicine, Akita 010-8543, Japan
| | - Haruka Hikichi
- Clinical Laboratory Medicine, Department of General Internal Medicine, Akita University Graduate School of Medicine, Akita 010-8543, Japan
| | - Rossana C. N. Melo
- Laboratory of Cellular Biology, Department of Biology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora 36036-900, MG, Brazil
| | - Takechiyo Yamada
- Department of Otorhinolaryngology, Head and Neck Surgery, Akita University Graduate School of Medicine, Akita 010-8543, Japan
| | - Shigeharu Ueki
- Clinical Laboratory Medicine, Department of General Internal Medicine, Akita University Graduate School of Medicine, Akita 010-8543, Japan
- Correspondence: ; Tel./Fax: +81-18-884-6209
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25
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Gelaw Y, Asrie F, Walle M, Getaneh Z. The value of eosinophil count in the diagnosis of preeclampsia among pregnant women attending the University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia, 2021. BMC Pregnancy Childbirth 2022; 22:557. [PMID: 35820860 PMCID: PMC9274180 DOI: 10.1186/s12884-022-04892-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 07/04/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Currently, studies showed that eosinophil count had clinical significance in the diagnosis and prognosis of diseases. But, the clinical significance of eosinophil count in pregnancy specifically in preeclampsia (PE) is not well studied. The main objective of the present study was to assess the diagnosis value of eosinophils counts among pregnant women with PE. METHODS A comparative cross-sectional study was conducted on a total of 126 pregnant women at the University of Gondar Comprehensive Specialized Hospital, using a convenient sampling technique. Socio-demographic and clinical data were collected by questionnaire and datasheet from patient's charts, respectively. A total of six ml of blood was collected from each study participant; three ml for complete cell count analysis using Sysmex XS-500i hematology analyzer and three ml for liver function tests using Humastar 200 chemistry analyzer. The data were entered into Epi-data and exported to SPSS 20 for analysis. The independent t-test was used for normally distributed data and, the Mann-Whitney U test was used for non-normally distributed data. Binary logistic regression and receiver operative curve analyses were also done to assess the diagnosis value of eosinophils count. P-value < 0.05 was considered statistically significant. RESULTS The eosinophils count of PE pregnant women were significantly lower than the normotensive (NT) pregnant women (median (IQR): 50 (10-200) vs. 120 (60 - 270); (p = 0.002). The eosinophil count ≤ 55 cells/µL had an AUC of 0.66 (95% CI; 0.56-0.75) for diagnosis of PE with a sensitivity of 50.8%, specificity of 77.8%, and positive and negative predictive value of 69.6% and 61.3%, respectively. The abnormal AST and ALT results were significantly higher among PE pregnant women compared to NT pregnant women (AOR: 14.86; 95% CI: 4.97-44.4 and Fischer exact test p-value = 0.001, respectively). CONCLUSION The eosinophil count ≤ 55cells/µl had a reasonable/acceptable AUC which may use in the diagnosis of PE. AST and ALT were also significantly higher in PE pregnant women compared to NT pregnant women. Multicenter longitudinal studies with a large sample size are recommended to verify the role of eosinophil count in the diagnosis of PE.
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Affiliation(s)
- Yemataw Gelaw
- College of Medicine and Health Sciences, School Biomedical and Laboratory Sciences, Department of Hematology and Immunohematology, University of Gondar, Gondar, Ethiopia.
| | - Fikir Asrie
- College of Medicine and Health Sciences, School Biomedical and Laboratory Sciences, Department of Hematology and Immunohematology, University of Gondar, Gondar, Ethiopia
| | - Muluken Walle
- College of Medicine and Health Sciences, Department of Medical Laboratory Science, Jigijiga University, Jigijiga, Ethiopia
| | - Zegeye Getaneh
- College of Medicine and Health Sciences, School Biomedical and Laboratory Sciences, Department of Hematology and Immunohematology, University of Gondar, Gondar, Ethiopia
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Olivieri F, Sabbatinelli J, Bonfigli AR, Sarzani R, Giordano P, Cherubini A, Antonicelli R, Rosati Y, Del Prete S, Di Rosa M, Corsonello A, Galeazzi R, Procopio AD, Lattanzio F. Routine laboratory parameters, including complete blood count, predict COVID-19 in-hospital mortality in geriatric patients. Mech Ageing Dev 2022; 204:111674. [PMID: 35421418 PMCID: PMC8996472 DOI: 10.1016/j.mad.2022.111674] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 04/04/2022] [Accepted: 04/07/2022] [Indexed: 12/15/2022]
Abstract
To reduce the mortality of COVID-19 older patients, clear criteria to predict in-hospital mortality are urgently needed. Here, we aimed to evaluate the performance of selected routine laboratory biomarkers in improving the prediction of in-hospital mortality in 641 consecutive COVID-19 geriatric patients (mean age 86.6 ± 6.8) who were hospitalized at the INRCA hospital (Ancona, Italy). Thirty-four percent of the enrolled patients were deceased during the in-hospital stay. The percentage of severely frail patients, assessed with the Clinical Frailty Scale, was significantly increased in deceased patients compared to the survived ones. The age-adjusted Charlson comorbidity index (CCI) score was not significantly associated with an increased risk of death. Among the routine parameters, neutrophilia, eosinopenia, lymphopenia, neutrophil-to-lymphocyte ratio (NLR), C-reactive protein, procalcitonin, IL-6, and NT-proBNP showed the highest predictive values. The fully adjusted Cox regressions models confirmed that high neutrophil %, NLR, derived NLR (dNLR), platelet-to-lymphocyte ratio (PLR), and low lymphocyte count, eosinophil %, and lymphocyte-to-monocyte ratio (LMR) were the best predictors of in-hospital mortality, independently from age, gender, and other potential confounders. Overall, our results strongly support the use of routine parameters, including complete blood count, in geriatric patients to predict COVID-19 in-hospital mortality, independent from baseline comorbidities and frailty.
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Affiliation(s)
- Fabiola Olivieri
- Department of Clinical and Molecular Sciences, Università Politecnica delle Marche, Ancona, Italy; Center of Clinical Pathology and Innovative Therapy, IRCCS INRCA, Ancona, Italy
| | - Jacopo Sabbatinelli
- Department of Clinical and Molecular Sciences, Università Politecnica delle Marche, Ancona, Italy; Laboratory Medicine Unit, Azienda Ospedaliero Universitaria Ospedali Riuniti, Ancona, Italy
| | | | - Riccardo Sarzani
- Department of Clinical and Molecular Sciences, Università Politecnica delle Marche, Ancona, Italy; Internal Medicine and Geriatrics, Italian National Research Centre on Aging, Hospital "U. Sestilli", IRCCS INRCA, Ancona, Italy
| | - Piero Giordano
- Internal Medicine and Geriatrics, Italian National Research Centre on Aging, Hospital "U. Sestilli", IRCCS INRCA, Ancona, Italy
| | - Antonio Cherubini
- Geriatria, Accettazione geriatrica e Centro di Ricerca Per l'invecchiamento, IRCCS INRCA, Ancona, Italy
| | | | | | | | - Mirko Di Rosa
- Unit of Geriatric Pharmacoepidemiology and Biostatistics, IRCCS INRCA, Cosenza, Italy
| | - Andrea Corsonello
- Unit of Geriatric Pharmacoepidemiology and Biostatistics, IRCCS INRCA, Cosenza, Italy; Geriatric Medicine, IRCCS INRCA, 87100 Cosenza, Italy
| | - Roberta Galeazzi
- Clinical Laboratory and Molecular Diagnostic, IRCCS INRCA, Ancona, Italy
| | - Antonio Domenico Procopio
- Department of Clinical and Molecular Sciences, Università Politecnica delle Marche, Ancona, Italy; Clinical Laboratory and Molecular Diagnostic, IRCCS INRCA, Ancona, Italy
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An Artificial Intelligence-guided signature reveals the shared host immune response in MIS-C and Kawasaki disease. Nat Commun 2022; 13:2687. [PMID: 35577777 PMCID: PMC9110726 DOI: 10.1038/s41467-022-30357-w] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 04/14/2022] [Indexed: 12/12/2022] Open
Abstract
AbstractMultisystem inflammatory syndrome in children (MIS-C) is an illness that emerged amidst the COVID-19 pandemic but shares many clinical features with the pre-pandemic syndrome of Kawasaki disease (KD). Here we compare the two syndromes using a computational toolbox of two gene signatures that were developed in the context of SARS-CoV-2 infection, i.e., the viral pandemic (ViP) and severe-ViP signatures and a 13-transcript signature previously demonstrated to be diagnostic for KD, and validated our findings in whole blood RNA sequences, serum cytokines, and formalin fixed heart tissues. Results show that KD and MIS-C are on the same continuum of the host immune response as COVID-19. Both the pediatric syndromes converge upon an IL15/IL15RA-centric cytokine storm, suggestive of shared proximal pathways of immunopathogenesis; however, they diverge in other laboratory parameters and cardiac phenotypes. The ViP signatures reveal unique targetable cytokine pathways in MIS-C, place MIS-C farther along in the spectrum in severity compared to KD and pinpoint key clinical (reduced cardiac function) and laboratory (thrombocytopenia and eosinopenia) parameters that can be useful to monitor severity.
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Davido B, Lemarie B, Gault E, Pepin M, Jaffal K, Beaune S, Dahmane L, Dumoulin J, Greffe S, Annane D, De Truchis P. Superinfection is associated with short-term outcome and mortality in viral respiratory tract infections during the fall-winter seasons 2016-2018 in the Greater Paris area: the SUPERFLUOUS study. Int J Infect Dis 2022; 119:217-224. [DOI: 10.1016/j.ijid.2022.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 04/04/2022] [Accepted: 04/04/2022] [Indexed: 11/26/2022] Open
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Wei T, Wang X, Lang K, Chen C, Song Y, Luo J, Gu Z, Hu X, Yang D. Low Eosinophil Phenotype Predicts Noninvasive Mechanical Ventilation Use in Patients with Hospitalized Exacerbations of COPD. J Inflamm Res 2022; 15:1259-1271. [PMID: 35237060 PMCID: PMC8884709 DOI: 10.2147/jir.s343918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 01/26/2022] [Indexed: 11/23/2022] Open
Abstract
Rationale Objective Methods Results Conclusion
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Affiliation(s)
- Tingting Wei
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Xiaocen Wang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Ke Lang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Cuicui Chen
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Yansha Song
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Jinlong Luo
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Zhaolin Gu
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Xianglin Hu
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Dong Yang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, People’s Republic of China
- Correspondence: Dong Yang; Xianglin Hu, Email ;
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Yang M, Liu X, Hu Q, Li J, Fu S, Chen D, Wu Y, Luo A, Zhang X, Feng R, Xu G, Liu C, Jiang H, Liu W. Eosinopenia as a biomarker for antibiotic use in COPD exacerbations: protocol for a retrospective hospital-based cohort study. BMJ Open 2022; 12:e051939. [PMID: 35058259 PMCID: PMC8783821 DOI: 10.1136/bmjopen-2021-051939] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION The acute exacerbation of chronic obstructive pulmonary disease (AECOPD) has a seriously negative impact on patients' healths condition and disease progression. Bacterial infection is closely related to AECOPD, and antibiotics are frequently used in clinical practice. The lack of specific biomarkers for rational antibiotics use always leads to antibiotics abuse in chronic obstructive pulmonary disease (COPD) flare-ups. Eosinopenia has been considered to be related to increased bacterial load of potentially pathogenic organisms at the onset of COPD exacerbations. Therefore, this study aims to investigate whether eosinopenia could be used as a reference for the use of antibiotics in AECOPD. METHODS AND ANALYSIS In this study, a hospital-based retrospective cohort design will be adopted to analyse the clinical data of inpatients who are primarily diagnosed with AECOPD in West China Hospital of Sichuan University from 1 January 2010 to 31 December 2020. Relevant data will be extracted from the Clinical Big Data Platform for Scientific Research in West China Hospital, including demographic characteristics, blood eosinophil count, procalcitonin, C reactive protein, microbial cultivation, antibiotics use, length of hospital stay, non-invasive ventilation use, intensive care unit transfer and mortality, etc. The collected data will be described and inferred by corresponding statistical methods according to the data type and their distributions. Multiple binary logistic regression models will be used to analyse the relationship between blood eosinophil count and bacterial infection. The antibiotics use, and patient morbidity and mortality will be compared between patients with or without eosinopenia. ETHICS AND DISSEMINATION This study has been approved by the Biomedical Ethics Review Board of West China Hospital of Sichuan University (Approval No. 2020-1056). And the research results will be published in a peer-reviewed journal. TRIAL REGISTRATION NUMBER ChiCTR2000039379.
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Affiliation(s)
- Mei Yang
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Xuemei Liu
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
- Department of Pulmonary Diseases, State Key Laboratory of Biotherapy of China, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Qiongqiong Hu
- West China School of Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Junjie Li
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Sijia Fu
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Daohong Chen
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Yanqing Wu
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Ai Luo
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Xiawei Zhang
- Respiratory Medicine Unit and National Institute for Health Research, Nuffield Department of Medicine Experimental Medicine, Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Ruizhi Feng
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Guo Xu
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Can Liu
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Hongli Jiang
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Wei Liu
- Division of Pulmonary Diseases, Department of Integrated Traditional and Western Medicine, Sichuan University West China Hospital, Chengdu, Sichuan, China
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31
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Mao Y, Qian Y, Sun X, Li N, Huang H. Eosinopenia Predicting Long-term Mortality in Hospitalized Acute Exacerbation of COPD Patients with Community-acquired Pneumonia-A Retrospective Analysis. Int J Chron Obstruct Pulmon Dis 2022; 16:3551-3559. [PMID: 35002227 PMCID: PMC8722564 DOI: 10.2147/copd.s347948] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 12/20/2021] [Indexed: 11/23/2022] Open
Abstract
Background Acute exacerbation of chronic obstructive pulmonary disease (AECOPD) could be triggered by community-acquired pneumonia (CAP). Peripheral blood eosinopenia are strongly associated with increased mortality. In hospitalized AECOPD patients with CAP, eosinopenia may be used to identify patients with high risk of death on admission. Methods We conducted a retrospective cohort study in 82 hospitalized AECOPD patients with CAP. Patients who had received systemic corticosteroids preadmission were excluded. The patients were identified by individual case file review. According to blood eosinophil count, patients were grouped as eosinopenia (<50/μL) and non-eosinopenia (≥50/μL). Association of eosinopenia with infection and 18-month survival were analyzed using appropriate statistical methods. Results Baseline demographic, comorbidity, CURB65 and Pneumonia Severity Index scores were similar between two groups. The eosinopenia group had significantly higher pro-brain natriuretic peptide, D-dimer, neutrophil percentage, and lower lymphocyte count and lymphocyte percentage. The eosinopenia group had significantly higher C-reactive protein (median 77.30 vs 16.55, p=0.008) and procalcitonin (median 0.32 vs 0.12, p=0.001). Survival at 18 months after hospital discharge was significantly lower in the eosinopenia group vs non-eosinopenia group (log rank, p=0.002). Conclusion Eosinopenia (<50/μL) was a strong predictor of 18-month mortality and associated with more severe infection in hospitalized AECOPD patients with CAP. Eosinophil count at admission can be used as a prognosis marker of mortality in those population.
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Affiliation(s)
- Yanxiong Mao
- Key Laboratory of Respiratory Disease of Zhejiang Province, Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Yuanyuan Qian
- Department of Respiratory and Critical Care Medicine, Haining People's Hospital, Haining Branch, The First Affiliated Hospital, Zhejiang University, Haining, Zhejiang, People's Republic of China
| | - Xiaoyan Sun
- Department of Gynecology, Women's Hospital School of Medicine Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Na Li
- Key Laboratory of Respiratory Disease of Zhejiang Province, Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Huaqiong Huang
- Key Laboratory of Respiratory Disease of Zhejiang Province, Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China
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32
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Wang D, Li J, Sun Y, Ding X, Zhang X, Liu S, Han B, Wang H, Duan X, Sun T. A Machine Learning Model for Accurate Prediction of Sepsis in ICU Patients. Front Public Health 2021; 9:754348. [PMID: 34722452 PMCID: PMC8553999 DOI: 10.3389/fpubh.2021.754348] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 09/20/2021] [Indexed: 12/23/2022] Open
Abstract
Background: Although numerous studies are conducted every year on how to reduce the fatality rate associated with sepsis, it is still a major challenge faced by patients, clinicians, and medical systems worldwide. Early identification and prediction of patients at risk of sepsis and adverse outcomes associated with sepsis are critical. We aimed to develop an artificial intelligence algorithm that can predict sepsis early. Methods: This was a secondary analysis of an observational cohort study from the Intensive Care Unit of the First Affiliated Hospital of Zhengzhou University. A total of 4,449 infected patients were randomly assigned to the development and validation data set at a ratio of 4:1. After extracting electronic medical record data, a set of 55 features (variables) was calculated and passed to the random forest algorithm to predict the onset of sepsis. Results: The pre-procedure clinical variables were used to build a prediction model from the training data set using the random forest machine learning method; a 5-fold cross-validation was used to evaluate the prediction accuracy of the model. Finally, we tested the model using the validation data set. The area obtained by the model under the receiver operating characteristic (ROC) curve (AUC) was 0.91, the sensitivity was 87%, and the specificity was 89%. Conclusions: This newly established machine learning-based model has shown good predictive ability in Chinese sepsis patients. External validation studies are necessary to confirm the universality of our method in the population and treatment practice.
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Affiliation(s)
- Dong Wang
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
| | - Jinbo Li
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada
| | - Yali Sun
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
| | - Xianfei Ding
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
| | - Xiaojuan Zhang
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
| | - Shaohua Liu
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
| | - Bing Han
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
| | - Haixu Wang
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
| | - Xiaoguang Duan
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
| | - Tongwen Sun
- General Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Key Laboratory for Critical Care Medicine of Henan Province, Zhengzhou, China.,Key Laboratory for Sepsis of Zhengzhou, Zhengzhou, China
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Partouche B, Pepin M, de Farcy PM, Kahn JE, Sawczynski B, Lechowski L, Teillet L, Barbot F, Herr M, Davido B. Persistent eosinopenia is associated with in-hospital mortality among older patients: unexpected prognostic value of a revisited biomarker. BMC Geriatr 2021; 21:557. [PMID: 34649512 PMCID: PMC8516088 DOI: 10.1186/s12877-021-02515-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 09/29/2021] [Indexed: 11/25/2022] Open
Abstract
Introduction Infection is one of the major causes of mortality and morbidity in older adults. Available biomarkers are not associated with prognosis in older patients. This study aimed to analyze the value of eosinopenia (eosinophil count< 100/mm3) as a prognosis marker among older patients with suspected or confirmed bacterial infection. Methods A retrospective study was performed from 1 January to 31 December 2018 among patients in a geriatrics ward suffering from a bacterial infection treated with antibiotics. Biomarker data including the eosinophil count, neutrophil count and C-reactive protein (CRP) were collected within 4 days after patient diagnosis. Persistent eosinopenia was defined as a consistent eosinophil count< 100/mm3 between Day 2 and Day 4. The association of biomarkers with 30-day hospital mortality in a multivariate analysis was assessed and their predictive ability using the area under the ROC curve (AUC) was compared. Results Our study included 197 patients with a mean age of 90 ± 6 years. A total of 36 patients (18%) died during their stay in hospital. The patients who died were more likely to have persistent eosinopenia in comparison to survivors (78% versus 34%, p < 0.001). In the multivariate analysis, persistent eosinopenia was associated with in-hospital mortality with an adjusted HR of 8.90 (95%CI 3.46–22.9). The AUC for eosinophil count, CRP and neutrophil count between Day 2 and Day 4 were 0.7650, 0.7130, and 0.698, respectively. Conclusion Persistent eosinopenia within 4 days of diagnosis of bacterial infection appeared to be a predictor of in-hospital mortality in older patients. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-021-02515-0.
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Affiliation(s)
- Bethsabee Partouche
- Geriatrics Department, Paris-Saclay University, Versailles Saint Quentin en Yvelines University (UVSQ), AP-HP Ambroise Paré Hospital, 92100, Boulogne-Billancourt, France
| | - Marion Pepin
- Geriatrics Department, Paris-Saclay University, Versailles Saint Quentin en Yvelines University (UVSQ), AP-HP Ambroise Paré Hospital, 92100, Boulogne-Billancourt, France.,Paris-Saclay University, UVSQ, Inserm, CESP, Clinical Epidemiology, 92100, Boulogne Billancourt, France
| | - Pauline Mary de Farcy
- Geriatrics Department, Paris-Saclay University, UVSQ, AP-HP, Ste Périne Hospital, 75016, Paris, France
| | - Jean-Emmanuel Kahn
- Internal Medicine Department, Paris-Saclay University, UVSQ, AP-HP, Ambroise Paré Hospital, 92100, Boulogne-Billancourt, France
| | - Bruno Sawczynski
- Medical Information Department (DIM), Paris-Saclay University, AP-HP, Ambroise Paré Hospital, 92100, Boulogne-Billancourt, France
| | - Laurent Lechowski
- Geriatrics Department, Paris-Saclay University, UVSQ, AP-HP, Ste Périne Hospital, 75016, Paris, France
| | - Laurent Teillet
- Geriatrics Department, Paris-Saclay University, Versailles Saint Quentin en Yvelines University (UVSQ), AP-HP Ambroise Paré Hospital, 92100, Boulogne-Billancourt, France
| | - Frederic Barbot
- Paris-Saclay University, AP-HP, Raymond Poincaré Hospital, Clinical Investigation Center, Inserm (CIC 1429), 92380, Garches, France
| | - Marie Herr
- Epidemiology and Public Health Department, Paris-Saclay University, UVSQ, Inserm, CESP, Anti-infective evasion and pharmacoepidemiology; AP-HP, Raymond-Poincaré Hospital, 92380, Garches, France
| | - Benjamin Davido
- Infectious and Tropical Disease Department, Paris-Saclay University, UVSQ, AP-HP, Raymond Poincaré Hospital, 92380, Garches, France.
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The Value of a Complete Blood Count (CBC) for Sepsis Diagnosis and Prognosis. Diagnostics (Basel) 2021; 11:diagnostics11101881. [PMID: 34679578 PMCID: PMC8534992 DOI: 10.3390/diagnostics11101881] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/08/2021] [Accepted: 10/10/2021] [Indexed: 12/28/2022] Open
Abstract
Sepsis represents an important global health burden due to its high mortality and morbidity. The rapid detection of sepsis is crucial in order to prevent adverse outcomes and reduce mortality. However, the diagnosis of sepsis is still challenging and many efforts have been made to identify reliable biomarkers. Unfortunately, many investigated biomarkers have several limitations that do not support their introduction in clinical practice, such as moderate diagnostic and prognostic accuracy, long turn-around time, and high-costs. Complete blood count represents instead a precious test that provides a wealth of information on individual health status. It can guide clinicians to early-identify patients at high risk of developing sepsis and to predict adverse outcomes. It has several advantages, being cheap, easy-to-perform, and available in all wards, from the emergency department to the intensive care unit. Noteworthy, it represents a first-level test and an alteration of its parameters must always be considered within the clinical context, and the eventual suspect of sepsis must be confirmed by more specific investigations. In this review, we describe the usefulness of basic and new complete blood count parameters as diagnostic and prognostic biomarkers of sepsis.
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Yucel M, Yildiz A, Basak F. The role of leukocytes in predicting whether laparotomy is required in patients with penetrating abdominal stab wound. Surgery 2021; 171:549-554. [PMID: 34426011 DOI: 10.1016/j.surg.2021.07.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 07/16/2021] [Accepted: 07/16/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND This study aimed to determine the importance of leukocytes, leukocyte subgroups, platelets, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio in deciding whether laparotomy is required during observation in patients with penetrating abdominal stab wounds who were followed up because there was no indication for an emergency laparotomy. METHODS Patients who did not indicate an emergency laparotomy were monitored. After 48 hours from initial hospitalization, patients who did not require laparotomy were discharged nonoperatively. The total leukocytes, leukocyte subsets, platelets, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio of patients who underwent laparotomy during the follow-up compared with those who were discharged nonoperatively. The sensitivity and specificity of these laboratory values in predicting the necessity of laparotomy were calculated. RESULTS In the operated group (n = 71), leukocytes, neutrophils, monocytes, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio examined during observation were significantly higher (P < .001). Eosinophils and lymphocytes were significantly lower (P < .001) than in nonoperated (n = 476). Based on the deviation in the reference ranges of leukocyte and its subgroups, we report the sensitivity and specificity for predicting the necessity of laparotomy as 86% and 72% for leukocyte, 88% and 75% for neutrophil, 92% and 83% for neutrophil-to-lymphocyte ratio, and 72% and 77% for platelet-to-lymphocyte ratio, respectively. In receiver operating characteristic curve analysis, the cut-off value was found to be 4 for neutrophil-to-lymphocyte ratio and 125 for platelet-to-lymphocyte ratio (area under the curve/receiver operating characteristic curve of 0.929 and 0.808, respectively). CONCLUSION Leukocyte, leukocyte subgroups, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio may be useful to determine if a laparotomy is necessary in patients in whom the necessity of laparotomy is undetermined owing to unclear examination findings.
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Affiliation(s)
- Metin Yucel
- Department of General Surgery, Umraniye Training and Research Hospital, University of Health Sciences, Istanbul, Turkey.
| | - Abdullah Yildiz
- Department of General Surgery, Umraniye Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Fatih Basak
- Department of General Surgery, Umraniye Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
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Sahoo D, Katkar GD, Shimizu C, Kim J, Khandelwal S, Tremoulet AH, Kanegaye J, Bocchini J, Das S, Burns JC, Ghosh P. An AI-guided signature reveals the nature of the shared proximal pathways of host immune response in MIS-C and Kawasaki disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2021. [PMID: 33880476 DOI: 10.1101/2021.04.11.439347] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
A significant surge in cases of multisystem inflammatory syndrome in children (MIS-C, also called Pediatric Inflammatory Multisystem Syndrome - PIMS) has been observed amidst the COVID-19 pandemic. MIS-C shares many clinical features with Kawasaki disease (KD), although clinical course and outcomes are divergent. We analyzed whole blood RNA sequences, serum cytokines, and formalin fixed heart tissues from these patients using a computational toolbox of two gene signatures, i.e., the 166-gene viral pandemic (ViP) signature, and its 20-gene severe (s)ViP subset that were developed in the context of SARS-CoV-2 infection and a 13-transcript signature previously demonstrated to be diagnostic for KD. Our analyses revealed that KD and MIS-C are on the same continuum of the host immune response as COVID-19. While both the pediatric syndromes converge upon an IL15/IL15RA -centric cytokine storm, suggestive of shared proximal pathways of immunopathogenesis, they diverge in other laboratory parameters and cardiac phenotypes. The ViP signatures also revealed unique targetable cytokine pathways in MIS-C, place MIS-C farther along in the spectrum in severity compared to KD and pinpoint key clinical (reduced cardiac function) and laboratory (thrombocytopenia and eosinopenia) parameters that can be useful to monitor severity.
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Ondari E, Calvino-Sanles E, First NJ, Gestal MC. Eosinophils and Bacteria, the Beginning of a Story. Int J Mol Sci 2021; 22:8004. [PMID: 34360770 PMCID: PMC8347986 DOI: 10.3390/ijms22158004] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/16/2021] [Accepted: 07/23/2021] [Indexed: 12/17/2022] Open
Abstract
Eosinophils are granulocytes primarily associated with TH2 responses to parasites or immune hyper-reactive states, such as asthma, allergies, or eosinophilic esophagitis. However, it does not make sense from an evolutionary standpoint to maintain a cell type that is only specific for parasitic infections and that otherwise is somehow harmful to the host. In recent years, there has been a shift in the perception of these cells. Eosinophils have recently been recognized as regulators of immune homeostasis and suppressors of over-reactive pro-inflammatory responses by secreting specific molecules that dampen the immune response. Their role during parasitic infections has been well investigated, and their versatility during immune responses to helminths includes antigen presentation as well as modulation of T cell responses. Although it is known that eosinophils can present antigens during viral infections, there are still many mechanistic aspects of the involvement of eosinophils during viral infections that remain to be elucidated. However, are eosinophils able to respond to bacterial infections? Recent literature indicates that Helicobacter pylori triggers TH2 responses mediated by eosinophils; this promotes anti-inflammatory responses that might be involved in the long-term persistent infection caused by this pathogen. Apparently and on the contrary, in the respiratory tract, eosinophils promote TH17 pro-inflammatory responses during Bordetella bronchiseptica infection, and they are, in fact, critical for early clearance of bacteria from the respiratory tract. However, eosinophils are also intertwined with microbiota, and up to now, it is not clear if microbiota regulates eosinophils or vice versa, or how this connection influences immune responses. In this review, we highlight the current knowledge of eosinophils as regulators of pro and anti-inflammatory responses in the context of both infection and naïve conditions. We propose questions and future directions that might open novel research avenues in the future.
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Affiliation(s)
| | | | | | - Monica C. Gestal
- LSU Health, Department of Microbiology and Immunology, Louisiana State University (LSU), Shreveport, LA 71103, USA; (E.O.); (E.C.-S.); (N.J.F.)
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Folci M, Ramponi G, Arcari I, Zumbo A, Brunetta E. Eosinophils as Major Player in Type 2 Inflammation: Autoimmunity and Beyond. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1347:197-219. [PMID: 34031864 DOI: 10.1007/5584_2021_640] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Abstract
Eosinophils are a subset of differentiated granulocytes which circulate in peripheral blood and home in several body tissues. Along with their traditional relevance in helminth immunity and allergy, eosinophils have been progressively attributed important roles in a number of homeostatic and pathologic situations. This review aims at summarizing available evidence about eosinophils functions in homeostasis, infections, allergic and autoimmune disorders, and solid and hematological cancers.Their structural and biological features have been described, along with their physiological behavior. This includes their chemokines, cytokines, granular contents, and extracellular traps. Besides, pathogenic- and eosinophilic-mediated disorders have also been addressed, with the aim of highlighting their role in Th2-driven inflammation. In allergy, eosinophils are implicated in the pathogenesis of atopic dermatitis, allergic rhinitis, and asthma. They are also fundamentally involved in autoimmune disorders such as eosinophilic esophagitis, eosinophilic gastroenteritis, acute and chronic eosinophilic pneumonia, and eosinophilic granulomatosis with polyangiitis. In infections, eosinophils are involved in protection not only from parasites but also from fungi, viruses, and bacteria. In solid cancers, local eosinophilic infiltration is variably associated with an improved or worsened prognosis, depending on the histotype. In hematologic neoplasms, eosinophilia can be the consequence of a dysregulated cytokine production or the result of mutations affecting the myeloid lineage.Recent experimental evidence was thoroughly reviewed, with findings which elicit a complex role for eosinophils, in a tight balance between host defense and tissue damage. Eventually, emerging evidence about eosinophils in COVID-19 infection was also discussed.
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Affiliation(s)
- Marco Folci
- Humanitas Clinical and Research Center - IRCCS, Milan, Italy. .,Department of Biomedical Sciences, Humanitas University, Milan, Italy.
| | - Giacomo Ramponi
- Humanitas Clinical and Research Center - IRCCS, Milan, Italy
| | - Ivan Arcari
- Humanitas Clinical and Research Center - IRCCS, Milan, Italy
| | - Aurora Zumbo
- Humanitas Clinical and Research Center - IRCCS, Milan, Italy
| | - Enrico Brunetta
- Humanitas Clinical and Research Center - IRCCS, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
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Lin Y, Rong J, Zhang Z. Silent existence of eosinopenia in sepsis: a systematic review and meta-analysis. BMC Infect Dis 2021; 21:471. [PMID: 34030641 PMCID: PMC8142617 DOI: 10.1186/s12879-021-06150-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 05/06/2021] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Sepsis is a life-threatening and time-critical medical emergency; therefore, the early diagnosis of sepsis is essential to timely treatment and favorable outcomes for patients susceptible to sepsis. Eosinopenia has been identified as a potential biomarker of sepsis in the past decade. However, its clinical application progress is slow and its recognition is low. Recent studies have again focused on the potential association between Eosinopenia and severe infections. This study analyzed the efficacy of Eosinopenia as a biomarker for diagnosis of sepsis and its correlation with pathophysiology of sepsis. METHOD The protocol for this meta-analysis is available in PROSPERO (CRD42020197664). We searched PubMed, EMBASE, Web of Science, and Cochrane Central Register of Controlled Trials CENTRAL databases to identify studies that met the inclusion criteria. Two authors performed data extraction independently. The pooled outcomes were calculated by TP (true positive), FP (false positive), FN (false negative), TN (true negative) by using bivariate meta-analysis model in STATA 14.0 software. Meanwhile, possible mechanisms of sepsis induced Eosinopenia was also analyzed. RESULTS Seven studies were included in the present study with a total number of 3842 subjects. The incidence of Eosinopenia based on the enrolled studies varied from 23.2 to 92.7%. For diagnosis of sepsis, the pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio and diagnostic odds ratio of Eosinopenia were 0.66 (95%CI [0.53-0.77]), 0.68 (95%CI [0.56-0.79]), 2.09 (95%CI [1.44-3.02]), 0.49 (95%CI [0.34-0.71]) and 4.23 (95%CI [2.15-8.31]), respectively. The area under the summary receiver operator characteristic curve (SROC) was 0.73 (95%CI [0.68-0.76]). Meta-regression analysis revealed that no single parameter accounted for the heterogeneity of pooled outcomes. For each subgroup of different eosinopenia cutoff values (50, 40, ≤25, 100), the sensitivity was 0.61, 0.79, 0.57, 0.54, and the specificity was 0.61, 0.75, 0.83, 0.51, respectively. CONCLUSIONS Our findings suggested that Eosinopenia has a high incidence in sepsis but has no superiority in comparison with conventional biomarkers for diagnosis of sepsis. However, eosinopenia can still be used in clinical diagnosis for sepsis as a simple, convenient, fast and inexpensive biomarker. Therefore, further large clinical trials are still needed to re-evaluate eosinopenia as a biomarker of sepsis.
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Affiliation(s)
- Yao Lin
- Department of Critical Care Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jiabing Rong
- Department of Cardiology, Cardiovascular Key Laboratory of Zhejiang Province, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhaocai Zhang
- Department of Critical Care Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Al Duhailib Z, Farooqi M, Piticaru J, Alhazzani W, Nair P. The role of eosinophils in sepsis and acute respiratory distress syndrome: a scoping review. Can J Anaesth 2021; 68:715-726. [PMID: 33495945 PMCID: PMC7833890 DOI: 10.1007/s12630-021-01920-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 11/24/2020] [Accepted: 11/26/2020] [Indexed: 12/30/2022] Open
Abstract
PURPOSE Septic shock and acute respiratory distress syndrome (ARDS) are characterized by a dysregulated immune host response that may respond to steroid therapy. Eosinophils contribute to type 2 inflammation that often responds to steroid therapy; their role in immune dysregulation and outcomes in sepsis and ARDS is unclear. SOURCE A systematic search of Cochrane Library, MEDLINE, and EMBASE was performed from inception to 9 September 2020. The search comprised the following terms: eosinophils, sepsis, septic shock, and ARDS. Two reviewers independently screened abstracts and texts and extracted data on disease severity and clinical outcomes. PRINCIPAL FINDINGS Thirty-nine studies were identified: 30 evaluated serum eosinophil count in sepsis, one evaluated eosinophil activity in sepsis, three assessed bronchoalveolar lavage (BAL) eosinophil count in ARDS, four assessed eosinophil activity in ARDS, and one assessed peripheral eosinophil count in ARDS. Eleven studies showed an association between eosinopenia and sepsis, and eight studies found persistent eosinopenia at > 48 hr of intensive care unit admission to predict mortality and readmission in septic patients. Three studies found BAL eosinophil count to be low in ARDS, although one found that levels rose in late-phase ARDS. Three studies found eosinophil activity markers in BAL to be high in ARDS and correlate with ARDS severity. CONCLUSION Persistent peripheral eosinopenia is a marker of bacterial sepsis and is independently associated with poor outcomes. Bronchoalveolar lavage eosinophil counts are low in early-phase ARDS, but increase in late-phase ARDS, while elevated markers of eosinophil activity correlate with ARDS severity. Further studies understanding the mechanisms leading to eosinopenia in sepsis and increased eosinophil activity in ARDS are needed.
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Affiliation(s)
- Zainab Al Duhailib
- Department of Health Research Methods, Evidence and Impact, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada.
- Department of Critical Care Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia.
- Department of Medicine, Division of Critical Care, McMaster University, Hamilton, ON, Canada.
| | - Malik Farooqi
- Department of Medicine, Division of Respirology, St Joseph's Healthcare and McMaster University, Hamilton, ON, Canada
| | - Joshua Piticaru
- Department of Medicine, Division of Critical Care, McMaster University, Hamilton, ON, Canada
| | - Waleed Alhazzani
- Department of Health Research Methods, Evidence and Impact, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada
- Department of Medicine, Division of Critical Care, McMaster University, Hamilton, ON, Canada
| | - Parameswaran Nair
- Department of Medicine, Division of Respirology, St Joseph's Healthcare and McMaster University, Hamilton, ON, Canada
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Menzel A, Samouda H, Dohet F, Loap S, Ellulu MS, Bohn T. Common and Novel Markers for Measuring Inflammation and Oxidative Stress Ex Vivo in Research and Clinical Practice-Which to Use Regarding Disease Outcomes? Antioxidants (Basel) 2021; 10:antiox10030414. [PMID: 33803155 PMCID: PMC8001241 DOI: 10.3390/antiox10030414] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 03/03/2021] [Accepted: 03/04/2021] [Indexed: 02/06/2023] Open
Abstract
Many chronic conditions such as cancer, chronic obstructive pulmonary disease, type-2 diabetes, obesity, peripheral/coronary artery disease and auto-immune diseases are associated with low-grade inflammation. Closely related to inflammation is oxidative stress (OS), which can be either causal or secondary to inflammation. While a low level of OS is physiological, chronically increased OS is deleterious. Therefore, valid biomarkers of these signalling pathways may enable detection and following progression of OS/inflammation as well as to evaluate treatment efficacy. Such biomarkers should be stable and obtainable through non-invasive methods and their determination should be affordable and easy. The most frequently used inflammatory markers include acute-phase proteins, essentially CRP, serum amyloid A, fibrinogen and procalcitonin, and cytokines, predominantly TNFα, interleukins 1β, 6, 8, 10 and 12 and their receptors and IFNγ. Some cytokines appear to be disease-specific. Conversely, OS-being ubiquitous-and its biomarkers appear less disease or tissue-specific. These include lipid peroxidation products, e.g., F2-isoprostanes and malondialdehyde, DNA breakdown products (e.g., 8-OH-dG), protein adducts (e.g., carbonylated proteins), or antioxidant status. More novel markers include also -omics related ones, as well as non-invasive, questionnaire-based measures, such as the dietary inflammatory-index (DII), but their link to biological responses may be variable. Nevertheless, many of these markers have been clearly related to a number of diseases. However, their use in clinical practice is often limited, due to lacking analytical or clinical validation, or technical challenges. In this review, we strive to highlight frequently employed and useful markers of inflammation-related OS, including novel promising markers.
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Affiliation(s)
- Alain Menzel
- Laboratoires Réunis, 38, Rue Hiehl, L-6131 Junglinster, Luxembourg; (A.M.); (F.D.)
| | - Hanen Samouda
- Nutrition and Health Research Group, Department of Population Health, Luxembourg Institute of Health, 1 A-B, Rue Thomas Edison, L-1445 Strassen, Luxembourg;
| | - Francois Dohet
- Laboratoires Réunis, 38, Rue Hiehl, L-6131 Junglinster, Luxembourg; (A.M.); (F.D.)
| | - Suva Loap
- Clinic Cryo Esthetic, 11 Rue Éblé, 75007 Paris, France;
| | - Mohammed S. Ellulu
- Department of Clinical Nutrition, Faculty of Applied Medical Sciences, Al-Azhar University of Gaza (AUG), Gaza City 00970, Palestine;
| | - Torsten Bohn
- Nutrition and Health Research Group, Department of Population Health, Luxembourg Institute of Health, 1 A-B, Rue Thomas Edison, L-1445 Strassen, Luxembourg;
- Correspondence:
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Davido B, Partouche B, Jaffal K, de Truchis P, Herr M, Pepin M. Eosinopenia in COVID-19: What we missed so far? JOURNAL OF MICROBIOLOGY, IMMUNOLOGY, AND INFECTION = WEI MIAN YU GAN RAN ZA ZHI 2021; 54:1006-1007. [PMID: 33648873 PMCID: PMC7891077 DOI: 10.1016/j.jmii.2021.01.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 01/29/2021] [Indexed: 02/06/2023]
Affiliation(s)
- Benjamin Davido
- Maladies Infectieuses et Tropicales, Université Paris-Saclay, AP-HP Hôpital Raymond Poincaré, AP-HP, Garches, 92380, France.
| | - Bethsabee Partouche
- Gériatrie, Université Paris-Saclay, AP-HP Hôpital Ambroise Paré, AP-HP, Boulogne-Billancourt, 92100, France
| | - Karim Jaffal
- Maladies Infectieuses et Tropicales, Université Paris-Saclay, AP-HP Hôpital Raymond Poincaré, AP-HP, Garches, 92380, France
| | - Pierre de Truchis
- Maladies Infectieuses et Tropicales, Université Paris-Saclay, AP-HP Hôpital Raymond Poincaré, AP-HP, Garches, 92380, France
| | - Marie Herr
- Université Paris-Saclay, UVSQ, Inserm, CESP, Echappement aux anti-infectieux et Pharmaco épidémiologie, 78180, Montigny-le-Bretonneux, France; Département Hospitalier d'Epidémiologie et de Santé Publique, AP-HP, Université Paris-Saclay, Paris, France
| | - Marion Pepin
- Gériatrie, Université Paris-Saclay, AP-HP Hôpital Ambroise Paré, AP-HP, Boulogne-Billancourt, 92100, France; Paris-Saclay University, UVSQ, Inserm, CESP, Clinical Epidemiology, Boulogne Billancourt, 92100, France
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Klimek L, Jutel M, Bousquet J, Agache I, Akdis CA, Hox V, Gevaert P, Tomazic PV, Rondon C, Cingi C, Toppila‐Salmi S, Karavelia A, Bozkurt B, Förster‐Ruhrmann U, Becker S, Chaker AM, Wollenberg B, Mösges R, Huppertz T, Hagemann J, Bachert C, Fokkens W. Management of patients with chronic rhinosinusitis during the COVID-19 pandemic-An EAACI position paper. Allergy 2021; 76:677-688. [PMID: 33075144 DOI: 10.1111/all.14629] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 10/02/2020] [Accepted: 10/04/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Chronic rhinosinusitis is regarded as a chronic airway disease. According to WHO recommendations, it may be a risk factor for COVID-19 patients. In most CRSwNP cases, the inflammatory changes affecting the nasal and paranasal mucous membranes are type-2 (T2) inflammation endotypes. METHODS The current knowledge on COVID-19 and on treatment options for CRS was analyzed by a literature search in Medline, Pubmed, international guidelines, the Cochrane Library and the Internet. RESULTS Based on international literature, on current recommendations by WHO and other international organizations as well as on previous experience, a panel of experts from EAACI and ARIA provided recommendations for the treatment of CRS during the COVID-19 pandemic. CONCLUSION Intranasal corticosteroids remain the standard treatment for CRS in patients with SARS-CoV-2 infection. Surgical treatments should be reduced to a minimum and surgery preserved for patients with local complications and for those with no other treatment options. Systemic corticosteroids should be avoided. Treatment with biologics can be continued with careful monitoring in noninfected patients and should be temporarily interrupted during the course of the COVID-19 infection.
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Affiliation(s)
| | - Marek Jutel
- Department of Clinical Immunology Wroclaw Medical University and ALL‐MED Medical Research Institute Wroclaw Poland
- The European Academy of Allergy and Clinical Immunology Zurich Switzerland
| | - Jean Bousquet
- Charité, Universitätsmedizin BerlinHumboldt‐Universität zu Berlin Berlin Germany
- Department of Dermatology and Allergy Berlin Institute of HealthComprehensive Allergy Center Berlin Germany
- University Hospital Montpellier Montpellier France
- MACVIA‐France Montpellier France
| | | | - Cezmi A. Akdis
- Swiss Institute of Allergy and Asthma Research (SIAF) University of Zurich Davos Switzerland
| | - Valerie Hox
- Department of Otorhinolaryngology Cliniques Universitaires Saint‐Luc Brussels Belgium
| | - Philippe Gevaert
- Upper Airways Research Laboratory Department of Otorhinolaryngology Ghent University Ghent Belgium
| | - Peter Valentin Tomazic
- Department of General Otorhinolaryngology, H&N Surgery Medical University of Graz Graz Austria
| | - Carmen Rondon
- Unit of Allergic Diseases Hospital Regional Universitario de MálagaWAO Center or ExcellenceClinical Researcher of the Spanish Allergy Network ARADyAL Malaga Spain
| | - Cemal Cingi
- Department of Otorhinolaryngology Eskisehir Osmangazi University Eskisehir Turkey
| | - Sanna Toppila‐Salmi
- Skin and Allergy Hospital Helsinki University Hospital and University of Helsinki Helsinki Finland
| | - Aspasia Karavelia
- Department of Otorhinolaryngology General Hospital of Chania Greece Greece
| | - Banu Bozkurt
- Department of Ophthalmology Selcuk University Faculty of Medicine Konya Turkey
| | - Ulrike Förster‐Ruhrmann
- Department of Otorhinolaryngology, Head and Neck Surgery University Hospital Charité Berlin Germany
| | - Sven Becker
- Department of Otorhinolaryngology, Head and Neck Surgery University Medical Center Tübingen Germany
| | - Adam M. Chaker
- Technical University of MunichTUM School of MedicineKlinikum rechts der Isar Munich Germany
| | - Barbara Wollenberg
- Technical University of MunichTUM School of MedicineKlinikum rechts der Isar Munich Germany
| | - Ralph Mösges
- ENT Medicine Allergology, former medical informatics IMSIE University CologneDirector CRI‐Clinical Research International Ltd. Hamburg Germany
| | - Tilman Huppertz
- Department of Otorhinolaryngology, Head and Neck Surgery University Medical Center Mainz Germany
| | - Jan Hagemann
- Department of Otorhinolaryngology, Head and Neck Surgery University Medical Center Mainz Germany
| | - Claus Bachert
- Upper Airways Research Laboratory ENT Dept Ghent University Hospital Ghent Belgium
- International Airway Research Center Sun Yat‐sen UniversityFirst Affiliated Hospital Guangzou Guangzou China
- Division of ENT Diseases CLINTECKarolinska Institute Stockholm Sweden
- Department of ENT Diseases Karolinska University Hospital Stockholm Sweden
| | - Wytske Fokkens
- Department of Otorhinolaryngology Amsterdam University Medical Centers, location AMC Amsterdam The Netherlands
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Karauda T, Kornicki K, Jarri A, Antczak A, Miłkowska-Dymanowska J, Piotrowski WJ, Majewski S, Górski P, Białas AJ. Eosinopenia and neutrophil-to-lymphocyte count ratio as prognostic factors in exacerbation of COPD. Sci Rep 2021; 11:4804. [PMID: 33637803 PMCID: PMC7910289 DOI: 10.1038/s41598-021-84439-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 02/16/2021] [Indexed: 01/04/2023] Open
Abstract
Exacerbations of Chronic Obstructive Pulmonary Disease (AECOPDs) are one of the most important clinical aspects of the disease, and when requiring hospital admission, they significantly contribute to mortality among COPD patients. Our aim was to assess the role of eosinopenia and neutrophil-to-lymphocyte count (NLR) as markers of in-hospital mortality and length of hospitalization (LoH) among patients with ECOPD requiring hospitalization. We included 275 patients. Eosinopenia was associated with in-hospital deaths only when coexisted with lymphocytopenia, with the specificity of 84.4% (95% CI 79.6-88.6%) and the sensitivity of 100% (95% CI 35.9-100%). Also, survivors presented longer LoH (P < 0.0001). NLR ≥ 13.2 predicted in-hospital death with the sensitivity of 100% (95% CI 35.9-100%) and specificity of 92.6% (95% CI 88.8-95.4%), however, comparison of LoH among survivors did not reach statistical significance (P = 0.05). Additionally, when we assessed the presence of coexistence of eosinopenia and lymphocytopenia first, and then apply NLR, sensitivity and specificity in prediction of in-hospital death was 100% (95% CI 35.9-100) and 93.7% (95% CI 90.1-96.3), respectively. Moreover, among survivors, the occurrence of such pattern was associated with significantly longer LoH: 11 (7-14) vs 7 (5-10) days (P = 0.01). The best profile of sensitivity and specificity in the prediction of in-hospital mortality in ECOPD can be obtained by combined analysis of coexistence of eosinopenia and lymphocytopenia with elevated NLR. The occurrence of a such pattern is also associated with significantly longer LoH among survivors.
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Affiliation(s)
- Tomasz Karauda
- Department of Pneumology and Allergy, Medical University of Lodz, Lodz, Poland
| | - Kamil Kornicki
- Department of General and Oncological Pulmonology, Medical University of Lodz, Lodz, Poland
| | - Amer Jarri
- Department of Pathobiology of Respiratory Diseases, Medical University of Lodz, 22nd Kopcińskiego Street, 90-153, Lodz, Poland
| | - Adam Antczak
- Department of General and Oncological Pulmonology, Medical University of Lodz, Lodz, Poland
| | | | | | - Sebastian Majewski
- Department of Pneumology and Allergy, Medical University of Lodz, Lodz, Poland
| | - Paweł Górski
- Department of Pneumology and Allergy, Medical University of Lodz, Lodz, Poland
| | - Adam Jerzy Białas
- Department of Pathobiology of Respiratory Diseases, Medical University of Lodz, 22nd Kopcińskiego Street, 90-153, Lodz, Poland.
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Katoch T, Singh A, Suri V, Sethi S, Sachdeva N, Naseem S. Diagnostic performance of biomarkers in maternal sepsis: A prospective observational study. Int J Gynaecol Obstet 2021; 154:312-317. [PMID: 33306836 DOI: 10.1002/ijgo.13525] [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: 07/18/2020] [Revised: 10/15/2020] [Accepted: 12/08/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVES Maternal sepsis is a life-threatening condition. Biomarkers have been found to be useful in early detection of sepsis in the critical care setting. We aimed to determine the diagnostic performance of different biomarkers such as procalcitonin, C-reactive protein (CRP), absolute eosinophil count, and activated partial thromboplastin time (aPTT) in maternal sepsis. METHODS A total of 35 patients were enrolled in this prospective observational study. Patients with suspected sepsis were evaluated for multi-organ dysfunction. The blood samples for testing of these biomarker levels were obtained at the time of enrollment in the study (day 1), and on day 3 and day 7. Trends of each marker were followed and correlated with the clinical picture. RESULTS Of 35 enrolled patients, 30 completed the study. Among these, 18 had sepsis and 12 were designated as without sepsis. Sensitivities of procalcitonin, CRP, aPTT, and absolute eosinophil count were 83.33%, 77.78%, 55.56%, and 58.82% whereas their specificities were 66.67%, 75.0%, 100%, and 75%, respectively. Area under the curve was highest for procalcitonin (0.813) followed in decreasing order by CRP (0.778), aPTT (0.731), and eosinophil count (0.642), respectively. CONCLUSION Procalcitonin and CRP may be used as a valuable adjunct in the clinical stepwise approach for the prompt diagnosis of maternal sepsis.
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Affiliation(s)
- Tanvi Katoch
- Department of Obstetrics and Gynecology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Anju Singh
- Department of Obstetrics and Gynecology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Vanita Suri
- Department of Obstetrics and Gynecology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Sunil Sethi
- Department of Medical Microbiology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Naresh Sachdeva
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Shano Naseem
- Department of Hematology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
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Wang W, Chen L, He Q, Wang M, Liu M, Deng T, Deng X, Yang J, Jiang O, Li R, Long B, Mai G, Huan W, Li W, Jiang X, Wen Z, Chen Y, Fu W, Long Z, Zeng F, Chen Y, Du Y, Tang J, Sun X, Li W. Clinical characteristics of inpatients with coronavirus disease 2019 (COVID-19) in Sichuan province. BMC Infect Dis 2021; 21:155. [PMID: 33557777 PMCID: PMC7868861 DOI: 10.1186/s12879-021-05825-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 10/05/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The outbreak of COVID-19 has resulted in serious concerns in China and abroad. To investigate clinical features of confirmed and suspected patients with COVID-19 in west China, and to examine differences between severe versus non-severe patients. METHODS Patients admitted for COVID-19 between January 21 and February 11 from fifteen hospitals in Sichuan Province, China were included. Experienced clinicians trained with methods abstracted data from medical records using pre-defined, pilot-tested forms. Clinical characteristics between severe and non-severe patients were compared. RESULTS Of the 169 patients included, 147 were laboratory-confirmed, 22 were suspected. For confirmed cases, the most common symptoms from onset to admission were cough (70·7%), fever (70·5%) and sputum (33·3%), and the most common chest CT patterns were patchy or stripes shadowing (78·0%); throughout the course of disease, 19·0% had no fever, and 12·4% had no radiologic abnormality; twelve (8·2%) received mechanical ventilation, four (2·7%) were transferred to ICU, and no death occurred. Compared to non-severe cases, severe ones were more likely to have underlying comorbidities (62·5% vs 26·2%, P = 0·001), to present with cough (92·0% vs 66·4%, P = 0·02), sputum (60·0% vs 27·9%, P = 0·004) and shortness of breath (40·0% vs 8·2%, P < 0·0001), and to have more frequent lymphopenia (79·2% vs 43·7%, P = 0·003) and eosinopenia (84·2% vs 57·0%, P = 0·046). CONCLUSIONS The symptoms of patients in west China were relatively mild, and an appreciable proportion of infected cases had no fever, warranting special attention.
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Affiliation(s)
- Wen Wang
- Chinese Evidence-based Medicine Center and Cochrane China Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Lei Chen
- Department of Clinical Research Management, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Qiao He
- Chinese Evidence-based Medicine Center and Cochrane China Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Mingqi Wang
- Chinese Evidence-based Medicine Center and Cochrane China Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Mei Liu
- Chinese Evidence-based Medicine Center and Cochrane China Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Taibing Deng
- Department of Respiratory Disease, Guang'An Hospital, Guangan, 638001, China
| | - Xiaoju Deng
- Department of Oncology, The People's Hospital of Yuechi, Yuechi, 638300, China
| | - Jianrong Yang
- Department of Infectious Disease, Ganzi Hospital of West China Hospital, Sichuan University, Ganzi, 626000, China
| | - Ou Jiang
- Cancer Center of the Second People's Hospital of Neijiang, Neijiang, 641100, China
| | - Rongmei Li
- Department of Operation Management, West China Hospital, Sichuan University, Chengdu, 610041, China
- Office of the Director, Jintang County First People's Hospital, Chengdu, 610400, China
| | - Bo Long
- Department of Infectious Disease, Sichuan Mianyang 404 Hospital, Mianyang, 621000, China
| | - Gang Mai
- Department of Hepatopancreatobiliary Surgery, People's Hospital of Deyang, Deyang, 618000, China
| | - Wenhui Huan
- Department of Cardiology, Wusheng County People's Hospital, Guang'an, 638400, China
| | - Wenquan Li
- Department of Infectious Disease, The Second People's Hospital of Yibin, West China Yibin Hospital, Sichuan University, Yibin, 644000, China
| | - Xin Jiang
- Mianzhu People's Hospital, Mianzhu, 618200, China
| | - Zeqiang Wen
- Department of Thoracic Surgery, The First People's Hospital of Ziyang, Ziyang, 641300, China
| | - Yongjun Chen
- Department of Gastroenterology, Suining Central Hospital, Suining, 629000, China
| | - Wanzhi Fu
- Department of Infectious Disease, The People's Hospital of Jianyang, Jianyang, 641400, China
| | - Zhiling Long
- Department of Infectious Disease, Ya'An People's Hospital, Ya'An, 625000, China
| | - Fanxin Zeng
- Department of Clinical Research Center, Dazhou Central Hospital, Dazhou, 635000, China
| | - Yan Chen
- Department of Respiratory and Critical Care Medicine, Nanchong Central Hospital, Nanchong, 637000, China
| | - Yihua Du
- Department of Pediatric Surgery, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, China
| | - Juan Tang
- Department of Infectious Disease, Zigong First People's Hospital, Zigong, 643000, China
| | - Xin Sun
- Chinese Evidence-based Medicine Center and Cochrane China Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, 610041, China.
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Wilson V, Kantan Velayudhan K, Rao H, Velickakathu Sukumaran S. Low Absolute Eosinophil Count Predicts In-Hospital Mortality in Cirrhosis With Systemic Inflammatory Response Syndrome. Cureus 2021; 13:e12643. [PMID: 33585129 PMCID: PMC7872885 DOI: 10.7759/cureus.12643] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Introduction Chronic liver disease (CLD) or Cirrhosis is one of the most common causes of morbidity as well as mortality. Child-Turcotte-Pugh (CTP) score and the model for end-stage liver disease (MELD) are useful to assess the long-term prognosis of a patient with CLD. When a patient with CLD is admitted with an acute illness leading to systemic inflammatory response syndrome (SIRS), these scores may not be reliable to predict the short-term prognosis and survival. Absolute eosinophils count (AEC) allows the rapid identification of patients at increased risk for sepsis-related mortality in patients. Methods This was a cross-sectional study conducted among patients in a tertiary care hospital in South India during a period of one and a half years between October 2018 and April 2020. Cirrhotic patients with SIRS aged between 16 years and 80 years were included in the study. AEC was measured as a part of automated complete blood counts. Patient demographics, lab parameters, and outcomes in terms of mortality were studied. Continuous variables were expressed as mean ± SD/median and categorical variables were expressed in frequency. Receiver operating characteristic (ROC) curve analysis was used to find an ideal cutoff for AEC in predicting hospital mortality. Multi-variate Cox regression analysis was performed to find predictors of mortality. Results A total of 100 patients who fit the pre-determined criteria for cirrhosis with SIRS were enrolled in the study. Sixteen (16%) patients died at the end of the study while 84 (84%) were alive. Using a ROC curve, the area under the curve (AUC) was 0.716 with 95% CI of AUC (0.564-0.867), the p-value was found to 0.006, a cut-off of eosinophil count of 198.5 cells/uL was found to be the cut-off for the prediction of in-hospital mortality in this subset of patients with cirrhosis and sepsis with SIRS, with a sensitivity of 75% and specificity of 38.1%. In a multi-variate Cox regression analysis, only age (hazard ratio {HR}: 1.175, 95%CI, 1.084 to 1.275, p<0.001) , CRP (HR : 1.008, 95%CI, 1.00 to 1.015, p=0.042) values, total leukocyte counts (TLC) (HR: 1.226, 95%CI, 1.116 to 1.346, p<0.001) and AEC (HR: 0.993, 95%CI, 0.987 to 0.999, p=0.016) were found to be statistically significant independent predictors of mortality. Conclusions The presence of eosinopenia may be considered as an in-expensive warning biomarker for poorer clinical outcomes in the form of in-hospital mortality in hospitalized cirrhotic patients. Other biomarkers such as CRP and TLC could also play a role both independently and in conjunction with AEC to predict outcomes and mortality in cirrhotic patients with sepsis and SIRS.
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Affiliation(s)
- Varsha Wilson
- Internal Medicine, Amrita Institute of Medical Sciences and Research, Kochi, IND
| | | | - Harshavardhan Rao
- Gastroenterology, Amrita Institute of Medical Sciences and Research, Kochi, IND
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Sinha H, Maitra S, Anand RK, Aggarwal R, Rewari V, Subramaniam R, Trikha A, Arora MK, Batra RK, Saxena R, Baidya DK. Epidemiology and Prognostic Utility of Cellular Components of Hematological System in Sepsis. Indian J Crit Care Med 2021; 25:660-667. [PMID: 34316146 PMCID: PMC8286394 DOI: 10.5005/jp-journals-10071-23874] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background Data are lacking on the role of cellular components of hematological system as biomarkers for prognosis of sepsis. We planned to identify if these parameters measured at admission to ICU and at 72 hours can be useful as prognostic marker in septic critically ill patients. Materials and methods In this prospective observational study, 130 adult patients with sepsis were recruited. Various hematological study parameters (total, differential, and absolute leukocyte count, platelet count, platelet distribution width, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio) were noted at day 1 and day 3 of admission. Primary outcome was 28-day mortality, and secondary outcomes were duration of mechanical ventilation, vasopressor requirement, ICU length of stay, and requirement of renal replacement therapy. The variables were compared between two groups and using binary regression model and were evaluated as prognostic markers for 28-day mortality. Results Data from n = 129 were analyzed. At day-28, n = 58 (44.96%) patients survived. Baseline and demographic parameters were comparable between survivors and nonsurvivors. Admission Sequential Organ Failure Assessment score was more in nonsurvivors than survivors [8 (6–8) vs 6 (4–8); p = 0.002]. In nonsurvivors, monocyte, lymphocyte, basophil, eosinophil, and platelet count were significantly less at day 1 and lymphocyte, eosinophil, basophil and platelet count were significantly less at day 3. NLR and PLR at day 3 were significantly more in nonsurvivors. On logistic regression analysis, age, thrombocytopenia on day 1, and low eosinophil count on day 3 predicted 28-day mortality (p = 0.006, p = 0.02, and p = 0.04, respectively). Conclusion Thrombocytopenia on day 1 and eosinopenia on day 3 may predict 28-day mortality in sepsis. How to cite this article Sinha H, Maitra S, Anand RK, Aggarwal R, Rewari V, Subramaniam R, et al. Epidemiology and Prognostic Utility of Cellular Components of Hematological System in Sepsis. Indian J Crit Care Med 2021;25(6):660–667.
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Affiliation(s)
- Harsha Sinha
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Souvik Maitra
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Rahul K Anand
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Richa Aggarwal
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Vimi Rewari
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Rajeshwari Subramaniam
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Anjan Trikha
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Mahesh K Arora
- Department of Anaesthesiology, Institute of Liver and Biliary Sciences, New Delhi, India; Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Ravinder K Batra
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
| | - Renu Saxena
- Department of Hematopathology, Medanta: The Medicity, Gurugram, Haryana, India; Department of Hematology, All India Institute of Medical Sciences, New Delhi, India
| | - Dalim K Baidya
- Department of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India
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49
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Mooney C, Eogan M, Ní Áinle F, Cleary B, Gallagher JJ, O'Loughlin J, Drew RJ. Predicting bacteraemia in maternity patients using full blood count parameters: A supervised machine learning algorithm approach. Int J Lab Hematol 2020; 43:609-615. [PMID: 33347714 DOI: 10.1111/ijlh.13434] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 11/27/2020] [Accepted: 11/27/2020] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Bacteraemia in pregnancy and the post-partum period can lead to maternal and newborn morbidly. The purpose of this study was to use machine learning tools to identify if bacteraemia in pregnant or post-partum women could be predicted by full blood count (FBC) parameters other than the white cell count. METHODS The study was performed on 129 women with a positive blood culture (BC) for a clinically significant organism, who had a FBC taken at the same time. They were matched with controls who had a negative BC taken at the same time as a FBC. The data were split in to a training (70%) and test (30%) data set. Machine learning techniques such as recursive partitioning and classification and regression trees were used. RESULTS A neutrophil/lymphocyte ratio (NLR) of >20 was found to be the most clinically relevant and interpretable construct of the FBC result to predict bacteraemia. The diagnostic accuracy of NLR >20 to predict bacteraemia was then examined. Thirty-six of the 129 bacteraemia patients had a NLR >20, while only 223 of the 3830 controls had a NLR >20. This gave a sensitivity of 27.9% (95% CI 20.3-36.4), specificity of 94.1% (93.3-94.8), positive predictive value of 13.9% (10.6-17.9) and a negative predictive value (NPV) of 97.4% (97.2-97.7) when the prevalence of bacteraemia was 3%. CONCLUSION The NLR should be considered for use in routine clinical practice when assessing the FBC result in patients with suspected bacteraemia during pregnancy or in the post-partum period.
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Affiliation(s)
- Ciarán Mooney
- Department of Haematolgy, Rotunda Hospital, Dublin, Ireland
| | - Maeve Eogan
- Department of Obstetrics and Gynaecology, Rotunda Hospital, Dublin, Ireland
| | - Fionnuala Ní Áinle
- Department of Haematolgy, Rotunda Hospital, Dublin, Ireland.,Department of Haematology, Mater Misericordiae Hospital, Dublin, Ireland
| | - Brian Cleary
- Department of Pharmacy, Rotunda Hospital, Dublin, Ireland.,Department of Pharmacy, Royal College of Surgeons in Ireland, Dublin, Ireland
| | | | | | - Richard J Drew
- Clinical Innovation Unit, Rotunda Hospital, Dublin, Ireland.,Irish Meningitis and Sepsis Reference Laboratory, Childrens' Health Ireland at Temple Street, Dublin, Ireland.,Department of Clinical Microbiology, Royal College of Surgeons in Ireland, Dublin, Ireland
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50
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Kang DH, Lee Y, Kleine CE, Lee YK, Park C, Hsiung JT, Rhee CM, Kovesdy CP, Kalantar-Zadeh K, Streja E. Eosinophil count and mortality risk in incident hemodialysis patients. Nephrol Dial Transplant 2020; 35:1032-1042. [PMID: 32049326 DOI: 10.1093/ndt/gfz296] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 11/18/2019] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Eosinophils are traditionally known as moderators of allergic reactions; however, they have now emerged as one of the principal immune-regulating cells as well as predictors of vascular disease and mortality in the general population. Although eosinophilia has been demonstrated in hemodialysis (HD) patients, associations of eosinophil count (EOC) and its changes with mortality in HD patients are still unknown. METHODS In 107 506 incident HD patients treated by a large dialysis organization during 2007-11, we examined the relationships of baseline and time-varying EOC and its changes (ΔEOC) over the first 3 months with all-cause mortality using Cox proportional hazards models with three levels of hierarchical adjustment. RESULTS Baseline median EOC was 231 (interquartile range 155-339) cells/μL and eosinophilia (>350 cells/μL) was observed in 23.4% of patients. There was a gradual increase in EOC over time after HD initiation with a median ΔEOC of 5.1 (IQR -53-199) cells/μL, which did not parallel the changes in white blood cell count. In fully adjusted models, mortality risk was highest in subjects with lower baseline and time-varying EOC (<100 cells/μL) and was also slightly higher in patients with higher levels (≥550 cells/μL), resulting in a reverse J-shaped relationship. The relationship of ΔEOC with all-cause mortality risk was also a reverse J-shape where both an increase and decrease exhibited a higher mortality risk. CONCLUSIONS Both lower and higher EOCs and changes in EOC over the first 3 months after HD initiation were associated with higher all-cause mortality in incident HD patients.
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Affiliation(s)
- Duk-Hee Kang
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA.,Division of Nephrology, Department of Internal Medicine, Ewha Medical Research Center, Ewha Womans University College of Medicine, Seoul, South Korea
| | - Yuji Lee
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA.,Division of Nephrology, Department of Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, South Korea
| | - Carola Ellen Kleine
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA
| | - Yong Kyu Lee
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA.,Nephrology Division, Department of Internal Medicine, NHIS Ilsan Hospital, Goyang, South Korea
| | - Christina Park
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA
| | - Jui-Ting Hsiung
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA
| | - Connie M Rhee
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA
| | - Csaba P Kovesdy
- Nephrology Section, Memphis Veterans Affairs Medical Center, Memphis, TN, USA.,Division of Nephrology, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Kamyar Kalantar-Zadeh
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA.,Nephrology Section, Tibor Rubin VA Medical Center, Long Beach, CA, USA
| | - Elani Streja
- Harold Simmons Center for Kidney Disease Research and Epidemiology, School of Medicine, University of California Irvine, Orange, CA, USA.,Nephrology Section, Tibor Rubin VA Medical Center, Long Beach, CA, USA
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