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Meta-Analysis
. 2021 May 18;16(5):e0251250.
doi: 10.1371/journal.pone.0251250. eCollection 2021.

Evaluating clinical characteristics studies produced early in the Covid-19 pandemic: A systematic review

Affiliations
Meta-Analysis

Evaluating clinical characteristics studies produced early in the Covid-19 pandemic: A systematic review

Lakshmi Manoharan et al. PLoS One. .

Abstract

Objectives: Clinical characterisation studies have been essential in helping inform research, diagnosis and clinical management efforts, particularly early in a pandemic. This systematic review summarises the early literature on clinical characteristics of patients admitted to hospital, and evaluates the quality of evidence produced during the initial stages of the pandemic.

Methods: MEDLINE, EMBASE and Global Health databases were searched for studies published from January 1st 2020 to April 28th 2020. Studies which reported on at least 100 hospitalised patients with Covid-19 of any age were included. Data on clinical characteristics were independently extracted by two review authors. Study design specific critical appraisal tools were used to evaluate included studies: the Newcastle Ottawa scale for cohort and cross sectional studies, Joanna Briggs Institute checklist for case series and the Cochrane collaboration tool for assessing risk of bias in randomised trials.

Results: The search yielded 78 studies presenting data on 77,443 people. Most studies (82%) were conducted in China. No studies included patients from low- and middle-income countries. The overall quality of included studies was low to moderate, and the majority of studies did not include a control group. Fever and cough were the most commonly reported symptoms early in the pandemic. Laboratory and imaging findings were diverse with lymphocytopenia and ground glass opacities the most common findings respectively. Clinical data in children and vulnerable populations were limited.

Conclusions: The early Covid-19 literature had moderate to high risk of bias and presented several methodological issues. Early clinical characterisation studies should aim to include different at-risk populations, including patients in non-hospital settings. Pandemic preparedness requires collection tools to ensure observational studies are methodologically robust and will help produce high-quality data early on in the pandemic to guide clinical practice and public health policy.

Review registration: Available at https://osf.io/mpafn.

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Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. PRISMA diagram for study selection (PRISMA: Preferred Reporting for Systematic Reviews and Meta-Analysis).
Fig 2
Fig 2. Geographical coverage of the included studies.

References

    1. WHO Director-General’s opening remarks at the media briefing on COVID-19-11 March 2020. Geneva, Switzerland; 2020.
    1. Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. The Lancet. 2020;395(10223):497–506. - PMC - PubMed
    1. Team CC-R. Characteristics of Health Care Personnel with COVID-19—United States, February 12-April 9, 2020. MMWR Morb Mortal Wkly Rep. 2020;69(15):477–81. 10.15585/mmwr.mm6915e6 - DOI - PMC - PubMed
    1. Bonow RO, Fonarow GC, O’Gara PT, Yancy CW. Association of Coronavirus Disease 2019 (COVID-19) With Myocardial Injury and Mortality. JAMA Cardiology. 2020. 10.1001/jamacardio.2020.1105 - DOI - PubMed
    1. Ellul MA, Benjamin L, Singh B, Lant S, Michael BD, Easton A, et al. Neurological associations of COVID-19. The Lancet Neurology. 2020;19(9):767–83. 10.1016/S1474-4422(20)30221-0 - DOI - PMC - PubMed

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