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      Obesity and Mortality Among Patients Diagnosed With COVID-19: Results From an Integrated Health Care Organization

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          Abstract

          Emerging reports suggest that obese patients who are hospitalized with COVID-19 may have worse outcomes; whether this association extends to those who are not hospitalized is unclear. This study examines the association between obesity and death 21 days after diagnosis of COVID-19 among patients who receive care in an integrated health care system, accounting for obesity-related comorbidities and sociodemographic factors.

          Abstract

          Visual Abstract. Obesity and Mortality Among Patients Diagnosed With COVID-19  Emerging reports suggest that obese patients who are hospitalized with COVID-19 may have worse outcomes; whether this association extends to those who are not hospitalized is unclear. This study examines the association between obesity and death 21 days after diagnosis of COVID-19 among patients who receive care in an integrated health care system, accounting for obesity-related comorbidities and sociodemographic factors.
          Visual Abstract.
          Obesity and Mortality Among Patients Diagnosed With COVID-19

          Emerging reports suggest that obese patients who are hospitalized with COVID-19 may have worse outcomes; whether this association extends to those who are not hospitalized is unclear. This study examines the association between obesity and death 21 days after diagnosis of COVID-19 among patients who receive care in an integrated health care system, accounting for obesity-related comorbidities and sociodemographic factors.

          Abstract

          Background:

          Obesity, race/ethnicity, and other correlated characteristics have emerged as high-profile risk factors for adverse coronavirus disease 2019 (COVID-19)–associated outcomes, yet studies have not adequately disentangled their effects.

          Objective:

          To determine the adjusted effect of body mass index (BMI), associated comorbidities, time, neighborhood-level sociodemographic factors, and other factors on risk for death due to COVID-19.

          Design:

          Retrospective cohort study.

          Setting:

          Kaiser Permanente Southern California, a large integrated health care organization.

          Patients:

          Kaiser Permanente Southern California members diagnosed with COVID-19 from 13 February to 2 May 2020.

          Measurements:

          Multivariable Poisson regression estimated the adjusted effect of BMI and other factors on risk for death at 21 days; models were also stratified by age and sex.

          Results:

          Among 6916 patients with COVID-19, there was a J-shaped association between BMI and risk for death, even after adjustment for obesity-related comorbidities. Compared with patients with a BMI of 18.5 to 24 kg/m 2, those with BMIs of 40 to 44 kg/m 2 and greater than 45 kg/m 2 had relative risks of 2.68 (95% CI, 1.43 to 5.04) and 4.18 (CI, 2.12 to 8.26), respectively. This risk was most striking among those aged 60 years or younger and men. Increased risk for death associated with Black or Latino race/ethnicity or other sociodemographic characteristics was not detected.

          Limitation:

          Deaths occurring outside a health care setting and not captured in membership files may have been missed.

          Conclusion:

          Obesity plays a profound role in risk for death from COVID-19, particularly in male patients and younger populations. Our capitated system with more equalized health care access may explain the absence of effect of racial/ethnic and socioeconomic disparities on death. Our data highlight the leading role of severe obesity over correlated risk factors, providing a target for early intervention.

          Primary Funding Source:

          Roche–Genentech.

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          Author and article information

          Journal
          Ann Intern Med
          Ann. Intern. Med
          aim
          Annals of Internal Medicine
          American College of Physicians
          0003-4819
          1539-3704
          12 August 2020
          12 August 2020
          : M20-3742
          Affiliations
          [1 ]Kaiser Permanente Southern California, Pasadena, California (S.Y.T., L.Q., V.H., R.W., H.F., Z.L., S.F.S., S.L.C., C.L.N.)
          [2 ]Kaiser Permanente Southern California Clinical Informatics, Pasadena, California (R.F.N.)
          [3 ]Southern California Permanente Medical Group, Anaheim, California (T.S.)
          [4 ]Southern California Permanente Medical Group, Harbor City, California (G.K.R., B.K.A.)
          [5 ]Kaiser Permanente Southern California, Pasadena, California, and Southern California Permanente Medical Group, Los Angeles, California (A.L.S.)
          [6 ]The Permanente Medical Group, Oakland, California (J.S.)
          [7 ]Southern California Permanente Medical Group, Ontario, California (T.K.N.)
          [8 ]Southern California Permanente Medical Group, Fontana, California (S.B.M.)
          Author notes
          Financial Support: By Roche–Genentech.
          Reproducible Research Statement: Study protocol: Available from Dr. Tartof (e-mail, sara.y.tartof@ 123456kp.org ). Statistical code: Available from Lei Qian (e-mail, Lei.x.Qian@ 123456kp.org ). Data set: Not available.
          Corresponding Author: Sara Y. Tartof, PhD, MPH, Kaiser Permanente Southern California, 100 South Los Robles, 2nd Floor, Pasadena, CA 91101; e-mail, sara.y.tartof@ 123456kp.org .
          Current author addresses and author contributions are available at Annals.org.
          Current Author Addresses: Drs. Tartof and Shaw: Kaiser Permanente Southern California, 100 South Los Robles, 2nd Floor, Pasadena, CA 91101.
          Drs. Qian and Fischer, Ms. Hong, Ms. Wei, and Mr. Li: Kaiser Permanente Southern California, 100 South Los Robles, 5th Floor, Pasadena, CA 91101.
          Dr. Nadjafi: 74 South Pasadena Avenue, Parsons West, 1st Floor, Pasadena, CA 91105.
          Ms. Caparosa: Bostonia-El Cajon Call Center, 1620 East Main Street, Room 1102, El Cajon, CA 92021.
          Dr. Nau and Dr. Sharp: Kaiser Permanente Southern California, 100 South Los Robles, 4th Floor, Pasadena, CA 91101.
          Dr. Saxena: 3460 East La Palma Avenue, Anaheim, CA 92806.
          Dr. Rieg: Kaiser Permanente South Bay Medical Center, Southern California Permanente Medical Group, 25825 South Vermont Avenue, Harbor City, CA 90710.
          Dr. Ackerson: Kaiser Permanente Southern California South Bay Medical Center, 25965 South Normandie Avenue, Harbor City, CA 90710.
          Dr. Skarbinski: 275 West MacArthur Boulevard, Oakland, CA 94611.
          Dr. Naik: Pulmonary and Critical Care, 2295 South Vineyard Avenue, Medical Building D, Ontario, CA 91761.
          Dr. Murali: Palm Court I, 17296 Slover Avenue, Fontana, CA 92337.
          Author Contributions: Conception and design: S.Y. Tartof, L. Qian, R.F. Nadjafi, G.K. Rieg, B.K. Ackerson, J. Skarbinski, S.B. Murali.
          Analysis and interpretation of the data: S.Y. Tartof, L. Qian, V. Hong, R. Wei, R.F. Nadjafi, H. Fischer, Z. Li, C.L. Nau, T. Saxena, G.K. Rieg, B.K. Ackerson, A.L. Sharp, J. Skarbinski, S.B. Murali.
          Drafting of the article: S.Y. Tartof, T. Saxena, T.K. Naik, S.B. Murali.
          Critical revision of the article for important intellectual content: S.Y. Tartof, L. Qian, H. Fischer, T. Saxena, B.K. Ackerson, A.L. Sharp, J. Skarbinski, T.K. Naik, S.B. Murali.
          Final approval of the article: S.Y. Tartof, L. Qian, V. Hong, R. Wei, R.F. Nadjafi, H. Fischer, Z. Li, S.F. Shaw, S.L. Caparosa, C.L. Nau, T. Saxena, G.K. Rieg, B.K. Ackerson, A.L. Sharp, J. Skarbinski, T.K. Naik, S.B. Murali.
          Statistical expertise: S.Y. Tartof, L. Qian, H. Fischer, T. Saxena.
          Obtaining of funding: S.Y. Tartof, J. Skarbinski.
          Administrative, technical, or logistic support: S.F. Shaw, S.L. Caparosa.
          Collection and assembly of data: V. Hong, R. Wei, R.F. Nadjafi, H. Fischer, Z. Li.
          Author information
          https://orcid.org/0000-0003-2336-8476
          https://orcid.org/0000-0002-6060-8419
          https://orcid.org/0000-0003-0204-4982
          https://orcid.org/0000-0002-6553-1772
          https://orcid.org/0000-0002-0816-7345
          https://orcid.org/0000-0002-6736-6184
          https://orcid.org/0000-0002-6956-9241
          https://orcid.org/0000-0003-2481-9910
          Article
          aim-olf-M203742
          10.7326/M20-3742
          7429998
          32783686
          a5b9d772-c463-4527-97fc-f6912689c8c4
          Copyright @ 2020

          This article is made available via the PMC Open Access Subset for unrestricted re-use for research, analyses, and text and data mining through PubMed Central. Acknowledgement of the original source shall include a notice similar to the following: "© 2020 American College of Physicians. Some rights reserved. This work permits non-commercial use, distribution, and reproduction in any medium, provided the original author and source are credited." These permissions are granted for the duration of the COVID-19 pandemic or until permissions are revoked in writing. Upon expiration of these permissions, PMC is granted a perpetual license to make this article available via PMC and Europe PMC, consistent with existing copyright protections.

          History
          Categories
          Original Research
          coronavirus, Coronavirus Disease 2019 (COVID-19)
          hospital, Hospital Medicine
          poc-eligible, POC Eligible
          3122457, COVID-19
          2357, Health care providers
          11279, SARS coronavirus
          9715, Patients
          6354, Upper respiratory tract infections
          1541398, Pulmonary diseases
          3282, Infectious diseases
          8910, Epidemiology
          7245, Lungs

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