Effect of obesity and body mass index on coronavirus disease 2019 severity: A systematic review and meta-analysis
Tu-Hsuan Chang
Department of Pediatrics, Chi-Mei Medical Center, Tainan, Taiwan
Search for more papers by this authorChia-Ching Chou
Institute of Applied Mechanics, National Taiwan University, Taipei, Taiwan
Search for more papers by this authorCorresponding Author
Luan-Yin Chang
Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
Correspondence
Prof. Luan-Yin Chang, Department of Pediatrics, National Taiwan University Hospital and College of Medicine, National Taiwan University, 8 Chung-Shan South Road, Taipei 10041, Taiwan.
Email: [email protected]
Search for more papers by this authorTu-Hsuan Chang
Department of Pediatrics, Chi-Mei Medical Center, Tainan, Taiwan
Search for more papers by this authorChia-Ching Chou
Institute of Applied Mechanics, National Taiwan University, Taipei, Taiwan
Search for more papers by this authorCorresponding Author
Luan-Yin Chang
Department of Pediatrics, National Taiwan University Hospital, Taipei, Taiwan
Correspondence
Prof. Luan-Yin Chang, Department of Pediatrics, National Taiwan University Hospital and College of Medicine, National Taiwan University, 8 Chung-Shan South Road, Taipei 10041, Taiwan.
Email: [email protected]
Search for more papers by this authorSummary
We conducted a systematic review of observational studies to examine the effects of body mass index (BMI) and obesity (BMI ≥ 30 kg/m2) on coronavirus disease 2019 (COVID-19). Medline, Embase, and the Cochrane Library were searched. Sixteen articles were finally included in the meta-analysis, and a random effects model was used. BMI was found to be higher in patients with severe disease than in those with mild or moderate disease (MD 1.6, 95% CI, 0.8–2.4; p = .0002) in China; however, the heterogeneity was high (I2 = 75%). Elevated BMI was associated with invasive mechanical ventilation (IMV) use (MD 4.1, 95% CI, 2.1–6.1; p < .0001) in Western countries, and this result was consistent across studies (I2 = 0%). Additionally, there were increased odds ratios of IMV use (OR 2.0, 95% CI, 1.4–2.9; p < .0001) and hospitalization (OR 1.4, 95% CI, 1.3–1.60; p < .00001) in patients with obesity. There was no substantial heterogeneity (I2 = 0%). In conclusion, obesity or high BMI increased the risk of hospitalization, severe disease and invasive mechanical ventilation in COVID-19. Physicians must be alert to these early indicators to identify critical patients.
REFERENCES
- 1Wang CJ, Ng CY, Brook RH. Response to COVID-19 in Taiwan: big data analytics, new technology, and proactive testing. JAMA. 2020; 323(14): 1341–1342. https://doi.org/10.1001/jama.2020.3151
- 2Richardson S, Hirsch JS, Narasimhan M, et al. Presenting characteristics, comorbidities, and outcomes among 5700 patients hospitalized with COVID-19 in the New York City area. JAMA. 2020; 323(20): 2052–2059. https://doi.org/10.1001/jama.2020.6775
- 3Wu Z, McGoogan JM. Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: summary of a report of 72314 cases from the Chinese Center for Disease Control and Prevention. JAMA. 2020; 323(13): 1239–1242. https://doi.org/10.1001/jama.2020.2648
- 4Wang D, Hu B, Hu C, et al. Clinical characteristics of 138 hospitalized patients with 2019 novel coronavirus–infected pneumonia in Wuhan, China. JAMA. 2020; 323(11): 1061-1069.
- 5Wu C, Chen X, Cai Y, et al. Risk factors associated with acute respiratory distress syndrome and death in patients with coronavirus disease 2019 pneumonia in Wuhan, China. JAMA Intern Med. 2020. https://doi.org/10.1001/jamainternmed.2020.0994
- 6Guan WJ, Ni ZY, Hu Y, et al. Clinical characteristics of coronavirus disease 2019 in China. N Engl J Med. 2020; 382(18): 1708-1720.
- 7Balanzat AM, Hertlein C, Apezteguia C, et al. An analysis of 332 fatalities infected with pandemic 2009 influenza A (H1N1) in Argentina. PLoS One. 2012; 7(4):e33670.
- 8Bassetti M, Parisini A, Calzi A, et al. Risk factors for severe complications of the novel influenza A (H1N1): analysis of patients hospitalized in Italy. Clin Microbiol Infect. 2011; 17(2): 247-250.
- 9Zhang AJ, To KK, Li C, et al. Leptin mediates the pathogenesis of severe 2009 pandemic influenza A (H1N1) infection associated with cytokine dysregulation in mice with diet-induced obesity. J Infect Dis. 2013; 207(8): 1270-1280.
- 10Monteiro R, Azevedo I. Chronic inflammation in obesity and the metabolic syndrome. Mediators Inflamm. 2010; 2010:289645.
- 11Metlay JP, Waterer GW, Long AC, et al. Diagnosis and treatment of adults with community-acquired pneumonia. An official clinical practice guideline of the American Thoracic Society and Infectious Diseases Society of America. Am J Respir Crit Care Med. 2019; 200(7): e45-e67.
- 12 China National Health Commission. Diagnosis and treatment of pneumonitis caused by new coronavirus (trial version 7). Beijing: China National Health Commission, 2020. http://en.nhc.gov.cn/2020-03/29/c_78469.htm
- 13Zhou BF. Predictive values of body mass index and waist circumference for risk factors of certain related diseases in Chinese adults—study on optimal cut-off points of body mass index and waist circumference in Chinese adults. Biomed Environ Sci. 2002; 15: 83-96.
- 14Luo D, Wan X, Liu J, Tong T. Optimally estimating the sample mean from the sample size, median, mid-range, and/or mid-quartile range. Stat Methods Med Res. 2018; 27(6): 1785-1805.
- 15Wan X, Wang W, Liu J, Tong T. Estimating the sample mean and standard deviation from the sample size, median, range and/or interquartile range. BMC Med Res Methodol. 2014; 14: 135
- 16 NCD Risk Factor Collaboration. Trends in adult body-mass index in 200 countries from 1975 to 2014: a pooled analysis of 1698 population-based measurement studies with 19·2 million participants. Lancet. 2016; 387: 1377-1396.
- 17 Organisation for Economic Co-operation and Development. Obesity update 2017. OECD https://wwwoecdorg/els/health-systems/Obesity-Update-2017pdf
- 18Cai Q, Huang D, Ou P, et al. COVID-19 in a designated infectious diseases hospital outside Hubei Province, China. Allergy. 2020; 00: 1–11. https://doi.org/10.1111/all.14309
- 19Li X, Xu S, Yu M, et al. Risk factors for severity and mortality in adult COVID-19 inpatients in Wuhan. J Allergy Clin Immunol. 2020. https://doi.org/10.1016/j.jaci.2020.04.006
- 20Huang R, Zhu L, Xue L, et al. Clinical findings of patients with coronavirus disease 2019 in Jiangsu province, China: a retrospective, multi-center study. PLoS Negl Trop Dis. 2020; 14(5):e0008280.
- 21Wu J, Li W, Shi X, et al. Early antiviral treatment contributes to alleviate the severity and improve the prognosis of patients with novel coronavirus disease (COVID-19). J Intern Med. 2020; 288(1):: 128–138. https://doi.org/10.1111/joim.13063
- 22Xiang, T.X., Liu, J.M., Xu, F., Cheng, N., Liu, Y. and Qian, K.J. Analysis of clinical characteristics of 49 patients with coronavirus disease 2019 in Jiangxi. Chin J Respir Crit Care Med 2020; 19: 154–160.
- 23Chen Q, Zheng Z, Zhang C, et al. Clinical characteristics of 145 patients with corona virus disease 2019 (COVID-19) in Taizhou, Zhejiang, China. Infection. 2020; 1-9. https://doi.org/10.1007/s15010-020-01432-5
- 24Liu M, He P, Liu HG, et al. Clinical characteristics of 30 medical workers infected with new coronavirus pneumonia. Zhonghua Jie He He Hu Xi Za Zhi. 2020; 43(3): 209-214.
- 25Peng YD, Meng K, Guan HQ, et al. Clinical characteristics and outcomes of 112 cardiovascular disease patients infected by 2019-nCoV. Zhonghua Xin Xue Guan Bing Za Zhi. 2020; 48:E004.
- 26Xiong F, Tang H, Liu L, et al. Clinical characteristics of and medical interventions for COVID-19 in hemodialysis patients in Wuhan, China. J Am Soc Nephrol. 2020;ASN.2020030354: https://doi.org/10.1681/ASN.2020030354
- 27Sun DW, Zhang D, Tian RH, et al. The underlying changes and predicting role of peripheral blood inflammatory cells in severe COVID-19 patients: a sentinel? Clin Chim Acta. 2020; 508: 122-129.
- 28Petrilli CM, Jones SA, Yang J, et al. Factors associated with hospital admission and critical illness among 5279 people with coronavirus disease 2019 in New York City: prospective cohort study. BMJ. 2020; 369: m1966.
- 29Lighter J, Phillips M, Hochman S, et al. Obesity in patients younger than 60 years is a risk factor for Covid-19 hospital admission. Clin Infect Dis. 2020. https://doi.org/10.1093/cid/ciaa415
- 30Bhatraju PK, Ghassemieh BJ, Nichols M, et al. Covid-19 in critically ill patients in the Seattle region—case series. N Engl J Med. 2020; 382(21): 2012-2022. https://doi.org/10.1056/NEJMoa2004500
- 31Goyal P, Choi JJ, Pinheiro LC, et al. Clinical characteristics of Covid-19 in New York City. N Engl J Med. 2020; 382(24): 2372-2374. https://doi.org/10.1056/NEJMc2010419
- 32Kalligeros M, Shehadeh F, Mylona EK, et al. Association of obesity with disease severity among patients with COVID-19. Obesity (Silver Spring). 2020; 28(7): 1200–1204. https://doi.org/10.1002/oby.22859
- 33Simonnet A, Chetboun M, Poissy J, et al. High prevalence of obesity in severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) requiring invasive mechanical ventilation. Obesity (Silver Spring). 2020; 28(7): 1195–1199. https://doi.org/10.1002/oby.22831
- 34Bluher M. Obesity: global epidemiology and pathogenesis. Nat Rev Endocrinol. 2019; 15: 288-298.
- 35Chooi YC, Ding C, Magkos F. The epidemiology of obesity. Metabolism. 2019; 92: 6-10.
- 36He G, Sun W, Fang P, et al. The clinical feature of silent infections of novel coronavirus infection (COVID-19) in Wenzhou. J Med Virol. 2020. https://doi.org/10.1002/jmv.25861
- 37Zheng KI, Gao F, Wang XB, et al. Obesity as a risk factor for greater severity of COVID-19 in patients with metabolic associated fatty liver disease. Metabolism. 2020; 108, 154244. https://doi.org/10.1016/j.metabol.2020.154244
- 38Collaborators GBDO, Afshin A, Forouzanfar MH, et al. Health effects of overweight and obesity in 195 countries over 25 years. N Engl J Med. 2017; 377(1): 13-27.
- 39Kass DA, Duggal P, Cingolani O. Obesity could shift severe COVID-19 disease to younger ages. Lancet. 2020; 395(10236): 1544-1545.
- 40Thelwall S, Harrington P, Sheridan E, Lamagni T. Impact of obesity on the risk of wound infection following surgery: results from a nationwide prospective multicentre cohort study in England. Clin Microbiol Infect. 2015; 21:1008 e1–8(11): 1008.e1–1008.e8.
- 41Wang HE, Griffin R, Judd S, Shapiro NI, Safford MM. Obesity and risk of sepsis: a population-based cohort study. Obesity (Silver Spring). 2013; 21(12): E762-E769.
- 42Phung DT, Wang Z, Rutherford S, Huang C, Chu C. Body mass index and risk of pneumonia: a systematic review and meta-analysis. Obes Rev. 2013; 14(10): 839-857.
- 43Dorner TE, Schwarz F, Kranz A, Freidl W, Rieder A, Gisinger C. Body mass index and the risk of infections in institutionalised geriatric patients. Br J Nutr. 2010; 103(12): 1830-1835.
- 44Furuhashi M, Moniwa N, Takizawa H, Ura N, Shimamoto K. Potential differential effects of renin-angiotensin system inhibitors on SARS-CoV-2 infection and lung injury in COVID-19. Hypertens Res. 2020; 1-4.
- 45Chandra RK. Cell-mediated immunity in genetically obese C57BL/6J Ob/Ob) mice. Am J Clin Nutr. 1980; 33(1): 13-16.
- 46Karlsson EA, Sheridan PA, Beck MA. Diet-induced obesity in mice reduces the maintenance of influenza-specific CD8+ memory T cells. J Nutr. 2010; 140: 1691-1697.
- 47Tan L, Wang Q, Zhang D, et al. Lymphopenia predicts disease severity of COVID-19: a descriptive and predictive study. Signal Transduct Target Ther. 2020; 5(1): 33.
- 48Liu Y, Du X, Chen J, et al. Neutrophil-to-lymphocyte ratio as an independent risk factor for mortality in hospitalized patients with COVID-19. J Infect. 2020; 81(1): e6-e12. https://doi.org/10.1016/j.jinf.2020.04.002
- 49Turer CB, Brady TM, de Ferranti SD. Obesity, hypertension, and dyslipidemia in childhood are key modifiable antecedents of adult cardiovascular disease: a call to action. Circulation. 2018; 137(12): 1256-1259.
- 50Kassir R. Risk of COVID-19 for patients with obesity. Obes Rev. 2020; 21(6):e13034.
- 51Wei YY, Wang RR, Zhang DW, et al. Risk factors for severe COVID-19: Evidence from 167 hospitalized patients in Anhui. China. J Infect. 2020. https://doi.org/10.1016/j.jinf.2020.04.010
- 52Ji D, Qin E, Xu J, et al. Non-alcoholic fatty liver diseases in patients with COVID-19: A retrospective study. J Hepatol. 2020. https://doi.org/10.1016/j.jhep.2020.03.044
- 53Yu T, Cai S, Zheng Z, et al. Association Between Clinical Manifestations and Prognosis in Patients with COVID-19. Clin Ther. 2020. https://doi.org/10.1016/j.clinthera.2020.04.009
- 54Zhu W, Xie K, Lu H, Xu L, Zhou S, Fang S. Initial clinical features of suspected coronavirus disease 2019 in two emergency departments outside of Hubei, China. J Med Virol. 2020. https://doi.org/10.1002/jmv.25763
- 55Zhou Y, Han T, Chen J, et al. Clinical and Autoimmune Characteristics of Severe and Critical Cases with COVID-19. Clin Transl Sci. 2020. https://doi.org/10.1111/cts.12805
- 56Li X, Fang X, Bian Y, Lu J. Comparison of chest CT findings between COVID-19 pneumonia and other types of viral pneumonia: a two-center retrospective study. Eur Radiol. 2020; 1-9. https://doi.org/10.1007/s00330-020-06925-3
- 57Yu X, Sun X, Cui P, et al. Epidemiological and clinical characteristics of 333 confirmed cases with coronavirus disease 2019 in Shanghai, China. Transbound Emerg Dis. 2020. https://doi.org/10.1111/tbed.13604
- 58Cai Q, Huang D, Yu H, et al. COVID-19: Abnormal liver function tests. J Hepatol. 2020. https://doi.org/10.1016/j.jhep.2020.04.006
- 59Cai Q, Yang M, Liu D, et al. Experimental treatment with favipiravir for COVID-19: an open-label control study. Engineering. 2020. https://doi.org/10.1016/j.eng.2020.03.007
- 60Cai Q, Chen F, Wang T, et al. Obesity and COVID-19 Severity in a Designated Hospital in Shenzhen, China. Diabetes Care. 2020;dc200576. https://doi.org/10.2337/dc20-0576
- 61Gao F, Zheng KI, Wang XB, et al. Metabolic associated fatty liver disease increases COVID-19 disease severity in non-diabetic patients. J Gastroenterol Hepatol. 2020. https://doi.org/10.1111/jgh.15112
- 62He G, Sun W, Fang P, et al. The clinical feature of silent infections of novel coronavirus infection (COVID-19) in Wenzhou. J Med Virol. 2020. https://doi.org/10.1002/jmv.25861
- 63Targher G, Mantovani A, Wang XB, et al. Patients with diabetes are at higher risk for severe illness from COVID-19. Diabetes Metab. 2020. https://doi.org/10.1016/j.diabet.2020.05.001
- 64Yang W, Cao Q, Qin L, et al. Clinical characteristics and imaging manifestations of the 2019 novel coronavirus disease (COVID-19):A multi-center study in Wenzhou city, Zhejiang, China. J Infect. 2020; 80: 388-393.
- 65Zheng KI, Gao F, Wang XB, et al. Obesity as a risk factor for greater severity of COVID-19 in patients with metabolic associated fatty liver disease. Metabolism. 2020;154244. https://doi.org/10.1016/j.metabol.2020.154244
- 66Cao J, Tu WJ, Cheng W, et al. Clinical Features and Short-term Outcomes of 102 Patients with Corona Virus Disease 2019 in Wuhan, China. Clin Infect Dis. 2020. https://doi.org/10.1093/cid/ciaa243
- 67Hu L, Chen S, Fu Y, et al. Risk Factors Associated with Clinical Outcomes in 323 COVID-19 Hospitalized Patients in Wuhan, China. Clin Infect Dis. 2020. https://doi.org/10.1093/cid/ciaa539
- 68Liu Y, Du X, Chen J, et al. Neutrophil-to-lymphocyte ratio as an independent risk factor for mortality in hospitalized patients with COVID-19. J Infect. 2020. https://doi.org/10.1016/j.jinf.2020.04.002
- 69Zhang L, Li J, Zhou M, Chen Z. Summary of 20 tracheal intubation by anesthesiologists for patients with severe COVID-19 pneumonia: retrospective case series. J Anesth. 2020. https://doi.org/10.1007/s00540-020-02778-8
- 70Pedersen HP, Hildebrandt T, Poulsen A, et al. Initial experiences from patients with COVID-19 on ventilatory support in Denmark. Dan Med J. 2020; 67.
- 71Mahevas M, Tran VT, Roumier M, et al. Clinical efficacy of hydroxychloroquine in patients with covid-19 pneumonia who require oxygen: observational comparative study using routine care data. BMJ. 2020; m1844: 369.
- 72Evrard B, Goudelin M, Montmagnon N, Fedou A-L, Lafon T, Vignon P. Cardiovascular phenotypes in ventilated patients with COVID-19 acute respiratory distress syndrome. Crit Care. 2020; 24:236.
- 73Caussy C, Pattou F, Wallet F, et al. Prevalence of obesity among adult inpatients with COVID-19 in France. Lancet Diabetes Endocrinol. 2020. https://doi.org/10.1016/S2213-8587(20)30160-1
- 74Million M, Lagier JC, Gautret P, et al. Early treatment of COVID-19 patients with hydroxychloroquine and azithromycin: A retrospective analysis of 1061 cases in Marseille, France. Travel Med Infect Dis. 2020;101738. https://doi.org/10.1016/j.tmaid.2020.101738
- 75Dreher M, Kersten A, Bickenbach J, et al. The characteristics of 50 hospitalized COVID-19 patients with and without ARDS. Deutsches Ärzteblatt International. 2020; 117: 271.
- 76Itelman E, Wasserstrum Y, Segev A, et al. Clinical Characterization of 162 COVID-19 patients in Israel: Preliminary Report from a Large Tertiary Center. Isr Med Assoc J. 2020; 22: 271-274.
- 77Bellosta R, Luzzani L, Natalini G, et al. Acute limb ischemia in patients with COVID-19 pneumonia. J Vasc Surg. 2020. https://doi.org/10.1016/j.jvs.2020.04.483
- 78Inciardi RM, Adamo M, Lupi L, et al. Characteristics and outcomes of patients hospitalized for COVID-19 and cardiac disease in Northern Italy. Eur Heart J. 2020; 41: 1821-1829.
- 79Paderno A, Schreiber A, Grammatica A, et al. Smell and taste alterations in Covid-19: a cross-sectional analysis of different cohorts. Int Forum Allergy Rhinol. 2020. https://doi.org/10.1002/alr.22610
- 80Piva S, Filippini M, Turla F, et al. Clinical presentation and initial management critically ill patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in Brescia, Italy. J Crit Care. 2020; 58: 29-33.
- 81Bhoori S, Rossi RE, Citterio D, Mazzaferro V. COVID-19 in long-term liver transplant patients: preliminary experience from an Italian transplant centre in Lombardy. Lancet Gastroenterol Hepatol. 2020; 5: 532-533.
- 82Lodigiani C, Iapichino G, Carenzo L, et al. Venous and arterial thromboembolic complications in COVID-19 patients admitted to an academic hospital in Milan. Italy. Thromb Res. 2020; 191: 9-14.
- 83Mauri T, Spinelli E, Scotti E, et al. Potential for Lung Recruitment and Ventilation-Perfusion Mismatch in Patients With the Acute Respiratory Distress Syndrome From Coronavirus Disease 2019. Crit Care Med. 2020. https://doi.org/10.1097/CCM.0000000000004386
- 84Spiezia L, Boscolo A, Poletto F, et al. COVID-19-Related Severe Hypercoagulability in Patients Admitted to Intensive Care Unit for Acute Respiratory Failure. Thromb Haemost. 2020. https://doi.org/10.1055/s-0040-1710018
- 85Ihle-Hansen H, Berge T, Tveita A, et al. COVID-19: Symptoms, course of illness and use of clinical scoring systems for the first 42 patients admitted to a Norwegian local hospital. Tidsskr Nor Laegeforen. 2020; 140. https://doi.org/10.4045/tidsskr.20.0301
- 86Cardoso FS, Pereira R, Germano N. Liver injury in critically ill patients with COVID-19: a case series. Crit Care. 2020; 24:190.
- 87Barrasa H, Rello J, Tejada S, et al. SARS-Cov-2 in Spanish Intensive Care: Early Experience with 15-day Survival In Vitoria. Anaesth Crit Care Pain Med. 2020. https://doi.org/10.1016/j.accpm.2020.04.001
- 88Docherty AB, Harrison EM, Green CA, et al. Features of 20 133 UK patients in hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: prospective observational cohort study. BMJ. 2020; 369:m1985.
- 89de Lusignan S, Dorward J, Correa A, et al. Risk factors for SARS-CoV-2 among patients in the Oxford Royal College of General Practitioners Research and Surveillance Centre primary care network: a cross-sectional study. Lancet Infect Dis. 2020. https://doi.org/10.1016/S1473-3099(20)30371-6
- 90Aggarwal S, Garcia-Telles N, Aggarwal G, Lavie C, Lippi G, Henry BM. Clinical features, laboratory characteristics, and outcomes of patients hospitalized with coronavirus disease 2019 (COVID-19): Early report from the United States. Diagnosis (Berl). 2020; 7: 91-96.
- 91Gold JAW, Wong KK, Szablewski CM, et al. Characteristics and Clinical Outcomes of Adult Patients Hospitalized with COVID-19 - Georgia, March 2020. MMWR Morb Mortal Wkly Rep. 2020; 69: 545-550.
- 92Price-Haywood EG, Burton J, Fort D, Seoane L. Hospitalization and Mortality among Black Patients and White Patients with Covid-19. N Engl J Med. 2020. https://doi.org/10.1056/NEJMsa2011686
- 93Mohamed MM, Lukitsch I, Torres-Ortiz AE, et al. Acute Kidney Injury Associated with Coronavirus Disease 2019 in Urban New Orleans. Kidney360. 2020. https://doi.org/10.34067/KID.0002652020
- 94Ketcham SW, Adie SK, Malliett A, et al. Coronavirus Disease 2019 in Heart Transplant Recipients in Southeastern Michigan - Case Series. J Card Fail. 2020. https://doi.org/10.1016/j.cardfail.2020.05.008
- 95Cummings MJ, Baldwin MR, Abrams D, et al. Epidemiology, clinical course, and outcomes of critically ill adults with COVID-19 in New York City: a prospective cohort study. Lancet. 2020. https://doi.org/10.1016/S0140-6736(20)31189-2
- 96Latif F, Farr MA, Clerkin KJ, et al. Characteristics and Outcomes of Recipients of Heart Transplant With Coronavirus Disease 2019. JAMA cardiol. 2020. https://doi.org/10.1001/jamacardio.2020.2159
- 97Palaiodimos L, Kokkinidis DG, Li W, et al. Severe obesity, increasing age and male sex are independently associated with worse in-hospital outcomes, and higher in-hospital mortality, in a cohort of patients with COVID-19 in the Bronx, New York. Metabolism. 2020; 108:154262.
- 98Pereira MR, Mohan S, Cohen DJ, et al. COVID-19 in solid organ transplant recipients: Initial report from the US epicenter. Am J Transplant. 2020. https://doi.org/10.1111/ajt.15941
- 99Richardson S, Hirsch JS, Narasimhan M, et al. Presenting Characteristics, Comorbidities, and Outcomes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area. JAMA. 2020. https://doi.org/10.1001/jama.2020.6775
- 100Buckner FS, McCulloch DJ, Atluri V, et al. Clinical Features and Outcomes of 105 Hospitalized patients with COVID-19 in Seattle, Washington. Clin Infect Dis. 2020. https://doi.org/10.1093/cid/ciaa632
- 101Kimball A, Hatfield KM, Arons M, et al. Asymptomatic and Presymptomatic SARS-CoV-2 Infections in Residents of a Long-Term Care Skilled Nursing Facility - King County, Washington, March 2020. MMWR Morb Mortal Wkly Rep. 2020; 69: 377-381.
- 102Bode B, Garrett V, Messler J, et al. Glycemic Characteristics and Clinical Outcomes of COVID-19 Patients Hospitalized in the United States. J Diabetes Sci Technol. 2020;1932296820924469. https://doi.org/10.1177/1932296820924469
- 103Garg S, Kim L, Whitaker M, et al. Hospitalization Rates and Characteristics of Patients Hospitalized with Laboratory-Confirmed Coronavirus Disease 2019 - COVID-NET, 14 States, March 1-30, 2020. MMWR Morb Mortal Wkly Rep. 2020; 69: 458-464.
- 104Jacobs JP, Stammers AH, St Louis J, et al. Extracorporeal Membrane Oxygenation in the Treatment of Severe Pulmonary and Cardiac Compromise in COVID-19: Experience with 32 patients. ASAIO J. 2020. https://doi.org/10.1097/MAT.0000000000001185