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Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis
BACKGROUND: Understanding the factors associated with disease severity and mortality in Coronavirus disease (COVID-19) is imperative to effectively triage patients. We performed a systematic review to determine the demographic, clinical, laboratory and radiological factors associated with severity a...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7673562/ https://www.ncbi.nlm.nih.gov/pubmed/33206661 http://dx.doi.org/10.1371/journal.pone.0241541 |
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author | Chidambaram, Vignesh Tun, Nyan Lynn Haque, Waqas Z. Majella, Marie Gilbert Sivakumar, Ranjith Kumar Kumar, Amudha Hsu, Angela Ting-Wei Ishak, Izza A. Nur, Aqsha A. Ayeh, Samuel K. Salia, Emmanuella L. Zil-E-Ali, Ahsan Saeed, Muhammad A. Sarena, Ayu P. B. Seth, Bhavna Ahmadzada, Muzzammil Haque, Eman F. Neupane, Pranita Wang, Kuang-Heng Pu, Tzu-Miao Ali, Syed M. H. Arshad, Muhammad A. Wang, Lin Baksh, Sheriza Karakousis, Petros C. Galiatsatos, Panagis |
author_facet | Chidambaram, Vignesh Tun, Nyan Lynn Haque, Waqas Z. Majella, Marie Gilbert Sivakumar, Ranjith Kumar Kumar, Amudha Hsu, Angela Ting-Wei Ishak, Izza A. Nur, Aqsha A. Ayeh, Samuel K. Salia, Emmanuella L. Zil-E-Ali, Ahsan Saeed, Muhammad A. Sarena, Ayu P. B. Seth, Bhavna Ahmadzada, Muzzammil Haque, Eman F. Neupane, Pranita Wang, Kuang-Heng Pu, Tzu-Miao Ali, Syed M. H. Arshad, Muhammad A. Wang, Lin Baksh, Sheriza Karakousis, Petros C. Galiatsatos, Panagis |
author_sort | Chidambaram, Vignesh |
collection | PubMed |
description | BACKGROUND: Understanding the factors associated with disease severity and mortality in Coronavirus disease (COVID-19) is imperative to effectively triage patients. We performed a systematic review to determine the demographic, clinical, laboratory and radiological factors associated with severity and mortality in COVID-19. METHODS: We searched PubMed, Embase and WHO database for English language articles from inception until May 8, 2020. We included Observational studies with direct comparison of clinical characteristics between a) patients who died and those who survived or b) patients with severe disease and those without severe disease. Data extraction and quality assessment were performed by two authors independently. RESULTS: Among 15680 articles from the literature search, 109 articles were included in the analysis. The risk of mortality was higher in patients with increasing age, male gender (RR 1.45, 95%CI 1.23–1.71), dyspnea (RR 2.55, 95%CI 1.88–2.46), diabetes (RR 1.59, 95%CI 1.41–1.78), hypertension (RR 1.90, 95%CI 1.69–2.15). Congestive heart failure (OR 4.76, 95%CI 1.34–16.97), hilar lymphadenopathy (OR 8.34, 95%CI 2.57–27.08), bilateral lung involvement (OR 4.86, 95%CI 3.19–7.39) and reticular pattern (OR 5.54, 95%CI 1.24–24.67) were associated with severe disease. Clinically relevant cut-offs for leukocytosis(>10.0 x10(9)/L), lymphopenia(< 1.1 x10(9)/L), elevated C-reactive protein(>100mg/L), LDH(>250U/L) and D-dimer(>1mg/L) had higher odds of severe disease and greater risk of mortality. CONCLUSION: Knowledge of the factors associated of disease severity and mortality identified in our study may assist in clinical decision-making and critical-care resource allocation for patients with COVID-19. |
format | Online Article Text |
id | pubmed-7673562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-76735622020-11-19 Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis Chidambaram, Vignesh Tun, Nyan Lynn Haque, Waqas Z. Majella, Marie Gilbert Sivakumar, Ranjith Kumar Kumar, Amudha Hsu, Angela Ting-Wei Ishak, Izza A. Nur, Aqsha A. Ayeh, Samuel K. Salia, Emmanuella L. Zil-E-Ali, Ahsan Saeed, Muhammad A. Sarena, Ayu P. B. Seth, Bhavna Ahmadzada, Muzzammil Haque, Eman F. Neupane, Pranita Wang, Kuang-Heng Pu, Tzu-Miao Ali, Syed M. H. Arshad, Muhammad A. Wang, Lin Baksh, Sheriza Karakousis, Petros C. Galiatsatos, Panagis PLoS One Research Article BACKGROUND: Understanding the factors associated with disease severity and mortality in Coronavirus disease (COVID-19) is imperative to effectively triage patients. We performed a systematic review to determine the demographic, clinical, laboratory and radiological factors associated with severity and mortality in COVID-19. METHODS: We searched PubMed, Embase and WHO database for English language articles from inception until May 8, 2020. We included Observational studies with direct comparison of clinical characteristics between a) patients who died and those who survived or b) patients with severe disease and those without severe disease. Data extraction and quality assessment were performed by two authors independently. RESULTS: Among 15680 articles from the literature search, 109 articles were included in the analysis. The risk of mortality was higher in patients with increasing age, male gender (RR 1.45, 95%CI 1.23–1.71), dyspnea (RR 2.55, 95%CI 1.88–2.46), diabetes (RR 1.59, 95%CI 1.41–1.78), hypertension (RR 1.90, 95%CI 1.69–2.15). Congestive heart failure (OR 4.76, 95%CI 1.34–16.97), hilar lymphadenopathy (OR 8.34, 95%CI 2.57–27.08), bilateral lung involvement (OR 4.86, 95%CI 3.19–7.39) and reticular pattern (OR 5.54, 95%CI 1.24–24.67) were associated with severe disease. Clinically relevant cut-offs for leukocytosis(>10.0 x10(9)/L), lymphopenia(< 1.1 x10(9)/L), elevated C-reactive protein(>100mg/L), LDH(>250U/L) and D-dimer(>1mg/L) had higher odds of severe disease and greater risk of mortality. CONCLUSION: Knowledge of the factors associated of disease severity and mortality identified in our study may assist in clinical decision-making and critical-care resource allocation for patients with COVID-19. Public Library of Science 2020-11-18 /pmc/articles/PMC7673562/ /pubmed/33206661 http://dx.doi.org/10.1371/journal.pone.0241541 Text en © 2020 Chidambaram et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chidambaram, Vignesh Tun, Nyan Lynn Haque, Waqas Z. Majella, Marie Gilbert Sivakumar, Ranjith Kumar Kumar, Amudha Hsu, Angela Ting-Wei Ishak, Izza A. Nur, Aqsha A. Ayeh, Samuel K. Salia, Emmanuella L. Zil-E-Ali, Ahsan Saeed, Muhammad A. Sarena, Ayu P. B. Seth, Bhavna Ahmadzada, Muzzammil Haque, Eman F. Neupane, Pranita Wang, Kuang-Heng Pu, Tzu-Miao Ali, Syed M. H. Arshad, Muhammad A. Wang, Lin Baksh, Sheriza Karakousis, Petros C. Galiatsatos, Panagis Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis |
title | Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis |
title_full | Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis |
title_fullStr | Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis |
title_full_unstemmed | Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis |
title_short | Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis |
title_sort | factors associated with disease severity and mortality among patients with covid-19: a systematic review and meta-analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7673562/ https://www.ncbi.nlm.nih.gov/pubmed/33206661 http://dx.doi.org/10.1371/journal.pone.0241541 |
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