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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
- Source :
- PLoS ONE, PLoS ONE, Vol 15, Iss 9, p e0239235 (2020)
- Publication Year :
- 2020
- Publisher :
- Public Library of Science (PLoS), 2020.
-
Abstract
- 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.
- Subjects :
- Male
Viral Diseases
Pulmonology
Epidemiology
Physiology
Fevers
Disease
Diagnostic Radiology
Medical Conditions
Mathematical and Statistical Techniques
Pregnancy
Prevalence
Medicine and Health Sciences
Coughing
Sore throat
Pregnancy Complications, Infectious
Lung
Tomography
Randomized Controlled Trials as Topic
education.field_of_study
Multidisciplinary
medicine.diagnostic_test
Radiology and Imaging
Statistics
Blood Proteins
Middle Aged
Metaanalysis
Combined Modality Therapy
Hospitalization
Infectious Diseases
Meta-analysis
Erythrocyte sedimentation rate
Physical Sciences
Medicine
Female
Symptom Assessment
medicine.symptom
Coronavirus Infections
Research Article
Adult
medicine.medical_specialty
Clinical characteristics
laboratory characteristics
radiological characteristics
outcomes
COVID-19
SARS-CoV-2 infection
systematic review
meta-analysis
Imaging Techniques
Science
Pneumonia, Viral
Population
Neuroimaging
Subgroup analysis
Blood Sedimentation
Research and Analysis Methods
Betacoronavirus
Respiratory Disorders
Signs and Symptoms
Diagnostic Medicine
Internal medicine
medicine
Humans
Statistical Methods
education
Pandemics
Aged
SARS-CoV-2
business.industry
Biology and Life Sciences
Covid 19
Pneumonia
medicine.disease
Blood Cell Count
Computed Axial Tomography
Clinical trial
Dyspnea
Medical Risk Factors
Clinical Medicine
Lymphocytopenia
Physiological Processes
business
Biomarkers
Mathematics
Neuroscience
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 15
- Database :
- OpenAIRE
- Journal :
- PLOS ONE
- Accession number :
- edsair.doi.dedup.....de56c1998d00399612f943e83b9949e5
- Full Text :
- https://doi.org/10.1371/journal.pone.0239235