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Clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (SARS-CoV-2) infection in humans: A systematic review and series of meta-analyses
New evidence on the COVID-19 pandemic is being published daily. Ongoing high-quality assessment of this literature is therefore needed to enable clinical practice to be evidence-based. This review builds on a previous scoping review and aimed to identify associations between disease severity and var...
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/PMC7498028/ https://www.ncbi.nlm.nih.gov/pubmed/32941548 http://dx.doi.org/10.1371/journal.pone.0239235 |
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author | Borges do Nascimento, Israel Júnior von Groote, Thilo Caspar O’Mathúna, Dónal P. Abdulazeem, Hebatullah Mohamed Henderson, Catherine Jayarajah, Umesh Weerasekara, Ishanka Poklepovic Pericic, Tina Klapproth, Henning Edgar Gerald Puljak, Livia Cacic, Nensi Zakarija-Grkovic, Irena Guimarães, Silvana Mangeon Meirelles Atallah, Alvaro Nagib Bragazzi, Nicola Luigi Marcolino, Milena Soriano Marusic, Ana Jeroncic, Ana |
author_facet | Borges do Nascimento, Israel Júnior von Groote, Thilo Caspar O’Mathúna, Dónal P. Abdulazeem, Hebatullah Mohamed Henderson, Catherine Jayarajah, Umesh Weerasekara, Ishanka Poklepovic Pericic, Tina Klapproth, Henning Edgar Gerald Puljak, Livia Cacic, Nensi Zakarija-Grkovic, Irena Guimarães, Silvana Mangeon Meirelles Atallah, Alvaro Nagib Bragazzi, Nicola Luigi Marcolino, Milena Soriano Marusic, Ana Jeroncic, Ana |
author_sort | Borges do Nascimento, Israel Júnior |
collection | PubMed |
description | New evidence on the COVID-19 pandemic is being published daily. Ongoing high-quality assessment of this literature is therefore needed to enable clinical practice to be evidence-based. This review builds on a previous scoping review and aimed to identify associations between disease severity and various clinical, laboratory and radiological characteristics. We searched MEDLINE, CENTRAL, EMBASE, Scopus and LILACS for studies published between January 1, 2019 and March 22, 2020. Clinical studies including ≥10 patients with confirmed COVID-19 of any study design were eligible. Two investigators independently extracted data and assessed risk of bias. A quality effects model was used for the meta-analyses. Subgroup analysis and meta-regression identified sources of heterogeneity. For hospitalized patients, studies were ordered by overall disease severity of each population and this order was used as the modifier variable in meta-regression. Overall, 86 studies (n = 91,621) contributed data to the meta-analyses. Severe disease was strongly associated with fever, cough, dyspnea, pneumonia, any computed tomography findings, any ground glass opacity, lymphocytopenia, elevated C-reactive protein, elevated alanine aminotransferase, elevated aspartate aminotransferase, older age and male sex. These variables typically increased in prevalence by 30–73% from mild/early disease through to moderate/severe disease. Among hospitalized patients, 30–78% of heterogeneity was explained by severity of disease. Elevated white blood cell count was strongly associated with more severe disease among moderate/severe hospitalized patients. Elevated lymphocytes, low platelets, interleukin-6, erythrocyte sedimentation rate and D-dimers showed potential associations, while fatigue, gastrointestinal symptoms, consolidation and septal thickening showed non-linear association patterns. Headache and sore throat were associated with the presence of disease, but not with more severe disease. In COVID-19, more severe disease is strongly associated with several clinical, laboratory and radiological characteristics. Symptoms and other variables in early/mild disease appear non-specific and highly heterogeneous. Clinical Trial Registration: PROSPERO CRD42020170623. |
format | Online Article Text |
id | pubmed-7498028 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-74980282020-09-24 Clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (SARS-CoV-2) infection in humans: A systematic review and series of meta-analyses Borges do Nascimento, Israel Júnior von Groote, Thilo Caspar O’Mathúna, Dónal P. Abdulazeem, Hebatullah Mohamed Henderson, Catherine Jayarajah, Umesh Weerasekara, Ishanka Poklepovic Pericic, Tina Klapproth, Henning Edgar Gerald Puljak, Livia Cacic, Nensi Zakarija-Grkovic, Irena Guimarães, Silvana Mangeon Meirelles Atallah, Alvaro Nagib Bragazzi, Nicola Luigi Marcolino, Milena Soriano Marusic, Ana Jeroncic, Ana PLoS One Research Article New evidence on the COVID-19 pandemic is being published daily. Ongoing high-quality assessment of this literature is therefore needed to enable clinical practice to be evidence-based. This review builds on a previous scoping review and aimed to identify associations between disease severity and various clinical, laboratory and radiological characteristics. We searched MEDLINE, CENTRAL, EMBASE, Scopus and LILACS for studies published between January 1, 2019 and March 22, 2020. Clinical studies including ≥10 patients with confirmed COVID-19 of any study design were eligible. Two investigators independently extracted data and assessed risk of bias. A quality effects model was used for the meta-analyses. Subgroup analysis and meta-regression identified sources of heterogeneity. For hospitalized patients, studies were ordered by overall disease severity of each population and this order was used as the modifier variable in meta-regression. Overall, 86 studies (n = 91,621) contributed data to the meta-analyses. Severe disease was strongly associated with fever, cough, dyspnea, pneumonia, any computed tomography findings, any ground glass opacity, lymphocytopenia, elevated C-reactive protein, elevated alanine aminotransferase, elevated aspartate aminotransferase, older age and male sex. These variables typically increased in prevalence by 30–73% from mild/early disease through to moderate/severe disease. Among hospitalized patients, 30–78% of heterogeneity was explained by severity of disease. Elevated white blood cell count was strongly associated with more severe disease among moderate/severe hospitalized patients. Elevated lymphocytes, low platelets, interleukin-6, erythrocyte sedimentation rate and D-dimers showed potential associations, while fatigue, gastrointestinal symptoms, consolidation and septal thickening showed non-linear association patterns. Headache and sore throat were associated with the presence of disease, but not with more severe disease. In COVID-19, more severe disease is strongly associated with several clinical, laboratory and radiological characteristics. Symptoms and other variables in early/mild disease appear non-specific and highly heterogeneous. Clinical Trial Registration: PROSPERO CRD42020170623. Public Library of Science 2020-09-17 /pmc/articles/PMC7498028/ /pubmed/32941548 http://dx.doi.org/10.1371/journal.pone.0239235 Text en © 2020 Borges do Nascimento 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 Borges do Nascimento, Israel Júnior von Groote, Thilo Caspar O’Mathúna, Dónal P. Abdulazeem, Hebatullah Mohamed Henderson, Catherine Jayarajah, Umesh Weerasekara, Ishanka Poklepovic Pericic, Tina Klapproth, Henning Edgar Gerald Puljak, Livia Cacic, Nensi Zakarija-Grkovic, Irena Guimarães, Silvana Mangeon Meirelles Atallah, Alvaro Nagib Bragazzi, Nicola Luigi Marcolino, Milena Soriano Marusic, Ana Jeroncic, Ana Clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (SARS-CoV-2) infection in humans: A systematic review and series of meta-analyses |
title | Clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (SARS-CoV-2) infection in humans: A systematic review and series of meta-analyses |
title_full | Clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (SARS-CoV-2) infection in humans: A systematic review and series of meta-analyses |
title_fullStr | Clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (SARS-CoV-2) infection in humans: A systematic review and series of meta-analyses |
title_full_unstemmed | Clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (SARS-CoV-2) infection in humans: A systematic review and series of meta-analyses |
title_short | Clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (SARS-CoV-2) infection in humans: A systematic review and series of meta-analyses |
title_sort | clinical, laboratory and radiological characteristics and outcomes of novel coronavirus (sars-cov-2) infection in humans: a systematic review and series of meta-analyses |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7498028/ https://www.ncbi.nlm.nih.gov/pubmed/32941548 http://dx.doi.org/10.1371/journal.pone.0239235 |
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