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Factors Associated with Disease Severity and Mortality among Patients with Coronavirus Disease 2019: A Systematic Review and Meta-Analysis
Vignesh Chidambaram; Nyan Lynn Tun; Waqas Haque; Marie Gilbert Majella; Ranjith Kumar Sivakumar; Amudha Kumar; Angela Ting-Wei Hsu; Izza Ishak; Aqsha Nur; Samuel Ayeh; Emmanuella Salia; Ahsan Zil-E-Ali; Muhammad Saeed; Ayu Sarena; Bhavna Seth; Muzzammil Ahmadzada; Eman Haque; Pranita Neupane; Kuang-Heng Wang; Tzu-Miao Pu; Syed Ali; Muhammad Arshad; Lin Wang; Sheriza Baksh; Petros Karakousis; Panagis Galiatsatos.
Affiliation
  • Vignesh Chidambaram; Johns Hopkins Bloomberg school of Public health
  • Nyan Lynn Tun; Johns Hopkins Bloomberg School of Public Health
  • Waqas Haque; Johns Hopkins Bloomberg School of Public Health
  • Marie Gilbert Majella; Department of Preventive and Social Medicine, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
  • Ranjith Kumar Sivakumar; Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China
  • Amudha Kumar; Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
  • Angela Ting-Wei Hsu; Johns Hopkins Bloomberg School of Public Health
  • Izza Ishak; Johns Hopkins Bloomberg School of Public Health
  • Aqsha Nur; Johns Hopkins Bloomberg School of Public Health
  • Samuel Ayeh; Johns Hopkins School of Medicine
  • Emmanuella Salia; Johns Hopkins School of Medicine
  • Ahsan Zil-E-Ali; Johns Hopkins Bloomberg School of Public Health
  • Muhammad Saeed; Johns Hopkins University
  • Ayu Sarena; Bhayangkara Setukpa Hospital, Sukabumi, Indonesia
  • Bhavna Seth; Johns Hopkins School of Medicine
  • Muzzammil Ahmadzada; Johns Hopkins University
  • Eman Haque; Southern Methodist University, Dallas, TX, USA
  • Pranita Neupane; Johns Hopkins School of Medicine
  • Kuang-Heng Wang; Johns Hopkins Bloomberg School of Public Health
  • Tzu-Miao Pu; Johns Hopkins Bloomberg School of Public Health
  • Syed Ali; Fatima Memorial Hospital, Lahore, Pakistan
  • Muhammad Arshad; Nishtar Hospital, Multan, Pakistan
  • Lin Wang; Johns Hopkins Bloomberg School of Public Health
  • Sheriza Baksh; Johns Hopkins Bloomberg School of Public Health
  • Petros Karakousis; Johns Hopkins School of Medicine
  • Panagis Galiatsatos; Johns Hopkins School of Medicine
Preprint in English | medRxiv | ID: ppmedrxiv-20166868
Journal article
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ABSTRACT
BackgroundUnderstanding 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. MethodsWe 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. ResultsAmong 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 x109/L), lymphopenia(< 1.1 x109/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. ConclusionKnowledge 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. Primary Funding SourceNone.
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Full text: Available Collection: Preprints Database: medRxiv Type of study: Observational study / Prognostic study / Review / Systematic review Language: English Year: 2020 Document type: Preprint
Full text: Available Collection: Preprints Database: medRxiv Type of study: Observational study / Prognostic study / Review / Systematic review Language: English Year: 2020 Document type: Preprint
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