Factors associated with disease severity and mortality among patients with COVID-19: A systematic review and meta-analysis

被引:132
作者
Chidambaram, Vignesh [1 ]
Tun, Nyan Lynn [1 ]
Haque, Waqas Z. [1 ]
Majella, Marie Gilbert [2 ]
Sivakumar, Ranjith Kumar [3 ]
Kumar, Amudha [4 ]
Hsu, Angela Ting-Wei [1 ]
Ishak, Izza A. [1 ]
Nur, Aqsha A. [1 ]
Ayeh, Samuel K. [5 ]
Salia, Emmanuella L. [6 ]
Zil-E-Ali, Ahsan [1 ]
Saeed, Muhammad A. [7 ]
Sarena, Ayu P. B. [8 ]
Seth, Bhavna [9 ]
Ahmadzada, Muzzammil [7 ]
Haque, Eman F. [10 ]
Neupane, Pranita [5 ]
Wang, Kuang-Heng [1 ]
Pu, Tzu-Miao [1 ]
Ali, Syed M. H. [11 ]
Arshad, Muhammad A. [12 ]
Wang, Lin [1 ]
Baksh, Sheriza [1 ]
Karakousis, Petros C. [5 ]
Galiatsatos, Panagis [9 ]
机构
[1] Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USA
[2] Jawaharlal Inst Postgrad Med Educ & Res, Dept Prevent & Social Med, Pondicherry, India
[3] Chinese Univ Hong Kong, Prince Wales Hosp, Dept Anaesthesia & Intens Care, Shatin, Hong Kong, Peoples R China
[4] Univ Arkansas Med Sci, Dept Internal Med, Little Rock, AR 72205 USA
[5] Johns Hopkins Sch Med, Div Infect Dis, Dept Med, Baltimore, MD USA
[6] Johns Hopkins Sch Med, Dept Pediat, Baltimore, MD USA
[7] Johns Hopkins Univ, Baltimore, MD USA
[8] Bhayangkara Setukpa Hosp, Sukabumi, Indonesia
[9] Johns Hopkins Sch Med, Div Pulm & Crit Care Med, Dept Med, Baltimore, MD 21205 USA
[10] Southern Methodist Univ, Dallas, TX USA
[11] Fatima Mem Hosp, Lahore, Pakistan
[12] Nishtar Hosp, Multan, Pakistan
关键词
CORONAVIRUS DISEASE; CLINICAL CHARACTERISTICS; HOSPITALIZED-PATIENTS; TNF-ALPHA; WUHAN; INFECTION; PREDICTION; EXPRESSION; APOPTOSIS; PNEUMONIA;
D O I
10.1371/journal.pone.0241541
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Understanding 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. Methods We 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. Results Among 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 x10(9)/L), lymphopenia(< 1.1 x10(9)/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. Conclusion Knowledge 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.
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页数:29
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