Obesity, Inflammation, and Clinical Outcomes in COVID-19: A Multicenter Prospective Cohort Study

被引:5
作者
Hutten, Christina G. [1 ]
Padalia, Kishan [2 ]
Vasbinder, Alexi [1 ]
Huang, Yiyuan [3 ]
Ismail, Anis [1 ]
Pizzo, Ian [1 ]
Diaz, Kristen Machado [1 ]
Catalan, Tonimarie [1 ]
Presswalla, Feriel [1 ]
Anderson, Elizabeth [1 ]
Erne, Grace [1 ]
Bitterman, Brayden [1 ]
Blakely, Pennelope [1 ]
Giamarellos-Bourboulis, Evangelos J. [4 ]
Loosen, Sven H. [5 ]
Tacke, Frank [6 ]
Chalkias, Athanasios [7 ,8 ]
Reiser, Jochen [9 ]
Eugen-Olsen, Jesper [10 ]
Banerjee, Mousumi [3 ]
Pop-Busui, Rodica [11 ]
Hayek, Salim S. [1 ,12 ]
机构
[1] Univ Michigan, Dept Internal Med, Div Cardiol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA
[4] Natl & Kapodistrian Univ Athens, Med Sch, Dept Internal Med 4, Athens 12462, Greece
[5] Univ Hosp Dusseldorf, Med Fac, Clin Gastroenterol Hepatol & Infect Dis, D-40225 Dusseldorf, Germany
[6] Charite Univ Med Berlin, Dept Hepatol & Gastroenterol, D-13353 Berlin, Germany
[7] Univ Penn, Inst Translat Med & Therapeut, Perelman Sch Med, Philadelphia, PA 19104 USA
[8] Outcomes Res Consortium, Cleveland, OH 44195 USA
[9] Rush Univ, Med Ctr, Dept Med, Chicago, IL 60612 USA
[10] Copenhagen Univ Hosp, Amager & Hvidovre, Dept Clin Res, DK-2650 Hvidovre, Denmark
[11] Univ Michigan, Dept Internal Med, Div Metab Endocrinol & Diabet, Ann Arbor, MI 48109 USA
[12] UTMB Hlth, 301 Univ Blvd,Mail Code 0895, Galveston, TX 77555 USA
关键词
COVID-19; SARS-CoV-2; coronavirus; obesity; BMI; inflammation; biomarkers; SOLUBLE UROKINASE RECEPTOR; HEART-DISEASE; RISK-FACTORS; ASSOCIATION; DEATH; SUPAR;
D O I
10.1210/clinem/dgae273
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Context: Obesity is a risk factor for coronavirus disease 2019 (COVID-19)-related outcomes; however, the mechanism remains unclear. Objective: The objective of this analysis was to determine whether inflammation mediates the association between obesity and COVID-19 outcomes. Methods: The International Study of Inflammation in COVID-19 (ISIC): A Prospective Multi-Center Observational Study Examining the Role of Biomarkers of Inflammation in Predicting Covid-19 Related Outcomes in Hospitalized Patients, was conducted at 10 hospitals in the United States and Europe. Participants were adults hospitalized specifically for COVID-19 between February 1, 2020, through October 19, 2022. Inflammatory biomarkers, including soluble urokinase plasminogen activator receptor (suPAR), were measured at admission. Associations were examined between body mass index (BMI, kg/m2) and a composite of death, need for mechanical ventilation, and renal replacement therapy, stratified by pre- and post-Omicron variants. The contribution of inflammation to the relationship between obesity and outcomes was assessed. Results: Among 4644 participants (mean age 59.3, 45.6% male, 21.8% BMI >= 35), those with BMI > 40 (n = 485) had 55% higher odds of the composite outcome (95% CI, 1.21-1.98) compared with nonobese individuals (BMI < 30, n = 2358) in multivariable analysis. In multiple mediation analysis, only suPAR remained a significant mediator between BMI and composite outcome. Associations were amplified for participants younger than 65 years and with pre-Omicron variants. Conclusion: Obesity is associated with worse outcomes in COVID-19, notably in younger participants and in the pre-Omicron era. Inflammation, as measured by suPAR, is a significant mediator of the association between obesity and COVID-19 outcomes.
引用
收藏
页码:2745 / 2753
页数:9
相关论文
共 41 条
[1]   Plasma Procalcitonin Is Associated with Obesity, Insulin Resistance, and the Metabolic Syndrome [J].
Abbasi, Ali ;
Corpeleijn, Eva ;
Postmus, Douwe ;
Gansevoort, Ron T. ;
de Jong, Paul E. ;
Gans, Rijk O. B. ;
Struck, Joachim ;
Hillege, Hans L. ;
Stolk, Ronald P. ;
Navis, Gerjan ;
Bakker, Stephan J. L. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2010, 95 (09) :E26-E31
[2]   Regulation of Angiotensin- Converting Enzyme 2 in Obesity: Implications for COVID-19 [J].
Al Heialy, Saba ;
Hachim, Mahmood ;
Senok, Abiola ;
Gaudet, Mellissa ;
Abou Tayoun, Ahmad ;
Hamoudi, Rifat ;
Alsheikh-Ali, Alawi ;
Hamid, Qutayba .
FRONTIERS IN PHYSIOLOGY, 2020, 11
[3]   Sarcopenia, Cachexia and Aging: Diagnosis, Mechanisms and Therapeutic Options - A Mini-Review [J].
Ali, Sumbul ;
Garcia, Jose M. .
GERONTOLOGY, 2014, 60 (04) :294-305
[4]   Soluble Urokinase Receptor (SuPAR) in COVID-19-Related AKI [J].
Azam, Tariq U. ;
Shadid, Husam R. ;
Blakely, Pennelope ;
O'Hayer, Patrick ;
Berlin, Hanna ;
Pan, Michael ;
Zhao, Peiyao ;
Zhao, Lili ;
Pennathur, Subramaniam ;
Pop-Busui, Rodica ;
Altintas, Izzet ;
Tingleff, Jens ;
Stauning, Marius A. ;
Andersen, Ove ;
Adami, Maria-Evangelia ;
Solomonidi, Nicky ;
Tsilika, Maria ;
Tober-Lau, Pinkus ;
Arnaoutoglou, Eleni ;
Keitel, Verena ;
Tacke, Frank ;
Chalkias, Athanasios ;
Loosen, Sven H. ;
Giamarellos-Bourboulis, Evangelos J. ;
Eugen-Olsen, Jesper ;
Reiser, Jochen ;
Hayek, Salim S. .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2020, 31 (11) :2725-2735
[5]   Association of Weight Status With Mortality in Adults With Incident Diabetes [J].
Carnethon, Mercedes R. ;
De Chavez, Peter John D. ;
Biggs, Mary L. ;
Lewis, Cora E. ;
Pankow, James S. ;
Bertoni, Alain G. ;
Golden, Sherita H. ;
Liu, Kiang ;
Mukamal, Kenneth J. ;
Campbell-Jenkins, Brenda ;
Dyer, Alan R. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2012, 308 (06) :581-590
[6]   Circulating suPAR associates with severity and in-hospital progression of COVID-19 [J].
Chalkias, Athanasios ;
Skoulakis, Anargyros ;
Papagiannakis, Nikolaos ;
Laou, Eleni ;
Tourlakopoulos, Konstantinos ;
Pagonis, Athanasios ;
Michou, Anastasia ;
Ntalarizou, Nicoletta ;
Mermiri, Maria ;
Ragias, Dimitrios ;
Bernal-Morell, Enrique ;
Cebreiros Lopez, Iria ;
Garcia de Guadiana-Romualdo, Luis ;
Eugen-Olsen, Jesper ;
Gourgoulianis, Konstantinos ;
Pantazopoulos, Ioannis .
EUROPEAN JOURNAL OF CLINICAL INVESTIGATION, 2022, 52 (07)
[7]   Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study [J].
Chen, Nanshan ;
Zhou, Min ;
Dong, Xuan ;
Qu, Jieming ;
Gong, Fengyun ;
Han, Yang ;
Qiu, Yang ;
Wang, Jingli ;
Liu, Ying ;
Wei, Yuan ;
Xia, Jia'an ;
Yu, Ting ;
Zhang, Xinxin ;
Zhang, Li .
LANCET, 2020, 395 (10223) :507-513
[8]   The Impact of Obesity on Risk Factors and Prevalence and Prognosis of Coronary Heart Disease-The Obesity Paradox [J].
De Schutter, Alban ;
Lavie, Carl J. ;
Milani, Richard V. .
PROGRESS IN CARDIOVASCULAR DISEASES, 2014, 56 (04) :401-408
[9]   The effect of obesity on lung function [J].
Dixon, Anne E. ;
Peters, Ubong .
EXPERT REVIEW OF RESPIRATORY MEDICINE, 2018, 12 (09) :755-767
[10]   An interactive web-based dashboard to track COVID-19 in real time [J].
Dong, Ensheng ;
Du, Hongru ;
Gardner, Lauren .
LANCET INFECTIOUS DISEASES, 2020, 20 (05) :533-534