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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
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.
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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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