Clinical, laboratory and imaging features of COVID-19: A systematic review and meta-analysis
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Abstract
Introduction An epidemic of Coronavirus Disease 2019 (COVID-19) began in December 2019 in China leading to a Public Health Emergency of International Concern (PHEIC). Clinical, laboratory, and imaging features have been partially characterized in some observational studies. No systematic reviews on COVID-19 have been published to date. Methods We performed a systematic literature review with meta-analysis, using three databases to assess clinical, laboratory, imaging features, and outcomes of COVID-19 confirmed cases. Observational studies and also case reports, were included, and analyzed separately. We performed a random-effects model meta-analysis to calculate pooled prevalences and 95% confidence intervals (95%CI). Results 660 articles were retrieved for the time frame (1/1/2020-2/23/2020). After screening, 27 articles were selected for full-text assessment, 19 being finally included for qualitative and quantitative analyses. Additionally, 39 case report articles were included and analyzed separately. For 656 patients, fever (88.7%, 95%CI 84.5-92.9%), cough (57.6%, 95%CI 40.8-74.4%) and dyspnea (45.6%, 95%CI 10.9-80.4%) were the most prevalent manifestations. Among the patients, 20.3% (95%CI 10.0-30.6%) required intensive care unit (ICU), 32.8% presented with acute respiratory distress syndrome (ARDS) (95%CI 13.7-51.8), 6.2% (95%CI 3.1-9.3) with shock. Some 13.9% (95%CI 6.2-21.5%) of hospitalized patients had fatal outcomes (case fatality rate, CFR). Conclusion COVID-19 brings a huge burden to healthcare facilities, especially in patients with comorbidities. ICU was required for approximately 20% of polymorbid, COVID-19 infected patients and hospitalization was associated with a CFR of >13%. As this virus spreads globally, countries need to urgently prepare human resources, infrastructure and facilities to treat severe COVID-19.
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Patients can be in all suitable positions including prone, side-lying, upright, supine, and guided by the location of consolidations seen on imaging or found on examination [31].
“However, the patients can be in all suitable positions including prone, side-lying, upright, supine, and guided by the location of consolidations seen on imaging or found on examination [31].”
From Effects of short-term breathing exercises on respiratory recovery in patients with COVID-19: a quasi-experimental study (2022) · cites this paper as [31]
The Results section, “Imaging, complications, and outcomes” (page unavailable), reports chest X-ray findings but does not discuss patient positioning. Searches for prone, side-lying, upright, and supine positions, and for positioning guided by consolidation location or examination, found no supporting passage in our copy. (LLM, conf=0.76)
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- Authors
- Rodriguez-Morales, A. J., Cardona-Ospina, J. A., Gutiérrez-Ocampo, E., Villamizar-Peña, R., Holguin-Rivera, Y., Escalera-Antezana, J. P., Alvarado-Arnez, L. E., Bonilla-Aldana, D. K., Franco-Paredes, C., Henao-Martinez, A. F., Paniz-Mondolfi, A., Lagos-Grisales, G. J., Ramírez-Vallejo, E., Suárez, J. A., Zambrano, L. I., Villamil-Gómez, W. E., Balbin-Ramon, G. J., Rabaan, A. A., Harapan, H., Dhama, K., Nishiura, H., Kataoka, H., Ahmad, T., & Sah, R.
- Affiliations
- Universidad Tecnológica de Pereira (CO)
- Universidad Privada Franz Tamayo (BO)
- National Autonomous University of Honduras (HN)
- Universidad Científica del Sur (PE)
- Saudi Aramco Medical Services Organization (SA)
- Universitas Syiah Kuala (ID)
- Indian Veterinary Research Institute (IN)
- Hokkaido University (JP)
- Hamamatsu University School of Medicine (JP)
- Tribhuvan University Teaching Hospital (NP)
- Corresponding author
- Rodriguez-Morales, Alfonso J.
- ORCID
- Venue
- Travel Medicine and Infectious Disease
- Publisher
- Elsevier BV
- Published
- 2020-03
- Volume
- 34
- Pages
- 101623
- ISSN
- 1477-8939 (ISSN-L)
- PMC
- PMC7102608
- OpenAlex
- W3009951436
- Cited by
- 2,542
- References
- 12
- Citations by year
- 2026: 8 · 2025: 51 · 2024: 114 · 2023: 227 · 2022: 456 · 2021: 771 · 2020: 912 · 2019: 1
- FWCI
- 27.95
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Locations
- Travel Medicine and Infectious Disease (publishedVersion)
- Preprints.org (acceptedVersion, cc-by)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Universidad Tecnológica de Pereira
- Topics
- Health Sciences › Medicine › Infectious Diseases › COVID-19 Clinical Research Studies
- Health Sciences › Medicine › Neurology › Long-Term Effects of COVID-19
- Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 and COVID-19 Research
- Keywords
- COVID-19 pandemic, clinical features, laboratory findings, chest imaging, fever, cough, dyspnea, acute respiratory distress syndrome, shock, intensive care unit admission, case fatality rate, comorbidities, hospitalized patients
- MeSH terms
- Betacoronavirus, COVID-19, SARS-CoV-2, Cough, Fever, Hospitalization, Humans, Intensive Care Units, Pneumonia, Viral, Respiratory Distress Syndrome, Coronavirus Infections, Pandemics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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