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Association of Pre–COVID-19 Body Mass Index with Postacute Cardiovascular, Gastrointestinal, and Neuropsychiatric Outcomes Among Children and Young Adults: An EHR-Based Cohort Study from the RECOVER Initiative

30 Pages Posted: 14 May 2025

See all articles by Ting Zhou

Ting Zhou

University of Pennsylvania

Bingyu Zhang

University of Pennsylvania

Dazheng Zhang

University of Pennsylvania

Ravi Jhaveri

Northwestern University

Jiajie Chen

University of Pennsylvania

Michael J. Becich

University of Pittsburgh

Leah Castro

RECOVER Patient, Caregiver, or Community Advocate Representative

Yu Chen

New York University (NYU) - Grossman School of Medicine

Nymisha Chilukuri

Stanford University - Department of Pediatrics

Sharon Herring

Temple University

Yuqing Lei

University of Pennsylvania

Lu Li

University of Pennsylvania - Perelman School of Medicine

Yiwen Lu

University of Pennsylvania

Maxwell M. Hornig-Rohan

RECOVER Patient, Caregiver, or Community Advocate Representative

Amrik S. Khalsa

Nationwide Children’s Hospital

David Liebovitz

Northwestern University - Division of General Internal Medicine

Abu Saleh Mohammad Mosa

University of Missouri

Bradley W. Taylor

Medical College of Wisconsin

Yacob Tedla

Vanderbilt University - Division of Epidemiology

Drew Thodeson

University of Nebraska at Lincoln - University of Nebraska Medical Center

Jiayi Tong

Johns Hopkins University

Qiong Wu

University of Pittsburgh

Christopher B. Forrest

University of Pennsylvania - Children's Hospital of Philadelphia

Yong Chen

University of Pennsylvania

More...

Abstract

Background: Post-acute sequelae of SARS-CoV-2 infection (PASC) can affect multiple organ systems, but the role of preinfection body mass index (BMI) in these outcomes among young populations remains unclear.

Methods: We conducted a retrospective cohort study using data from 139320 individuals aged 5–20 years with confirmed SARS-CoV-2 infection between March 2020 and March 2024 across 20 U.S. children's hospitals participating in the RECOVER initiative. Pre-infection BMI was categorized as healthy weight, overweight, obesity, or severe obesity based on measurements taken within 18 months prior to infection. We assessed incident cardiovascular, gastrointestinal, and neuropsychiatric conditions occurring at least 179 days post-infection. Adjusted relative risks (RRs) were estimated using modified Poisson regression models, comparing elevated BMI categories to the healthy weight group.

Findings: Among 139320 participants (mean [SD] age, 13.0 [4.3] years; 51.6% female), severe obesity was associated with higher risk of cardiovascular disorders (adjusted RR 2.56; 95% CI 1.93-3.41), particularly hypertension (adjusted RR 3.68; 95% CI 2.65-5.11). Severe obesity was also linked with increased risks of diarrhea (adjusted RR 1.34; 95% CI 1.10-1.64) and gastroesophageal reflux disease (adjusted RR 1.29; 95% CI 1.06-1.58). In contrast, higher BMI was inversely associated with some neuropsychiatric outcomes, such as anxiety and major depression.  

Interpretation: In this cohort study, pre-COVID-19 BMI status was significantly associated with the risk and pattern of postacute cardiovascular and gastrointestinal outcomes. Associations with neuropsychiatric were more complex and warrants further investigation. These findings suggest BMI-stratified approaches to post–COVID-19 monitoring may be warranted to optimize long-term outcomes in youth. Funding US National Institutes of Health.

Keywords: Electronic health records, long COVID, Pediatrics, BMI

Suggested Citation

Zhou, Ting and Zhang, Bingyu and Zhang, Dazheng and Jhaveri, Ravi and Chen, Jiajie and Becich, Michael J. and Castro, Leah and Chen, Yu and Chilukuri, Nymisha and Herring, Sharon and Lei, Yuqing and Li, Lu and Lu, Yiwen and Hornig-Rohan, Maxwell M. and Khalsa, Amrik S. and Liebovitz, David and Mosa, Abu Saleh Mohammad and Taylor, Bradley W. and Tedla, Yacob and Thodeson, Drew and Tong, Jiayi and Wu, Qiong and Forrest, Christopher B. and Chen, Yong, Association of Pre–COVID-19 Body Mass Index with Postacute Cardiovascular, Gastrointestinal, and Neuropsychiatric Outcomes Among Children and Young Adults: An EHR-Based Cohort Study from the RECOVER Initiative. Available at SSRN: https://ssrn.com/abstract=5252663 or http://dx.doi.org/10.2139/ssrn.5252663

Ting Zhou

University of Pennsylvania ( email )

Philadelphia, PA 19104
United States

Bingyu Zhang

University of Pennsylvania ( email )

Philadelphia, PA 19104
United States

Dazheng Zhang

University of Pennsylvania ( email )

Philadelphia, PA 19104
United States

Ravi Jhaveri

Northwestern University ( email )

Jiajie Chen

University of Pennsylvania ( email )

Philadelphia, PA 19104
United States

Michael J. Becich

University of Pittsburgh ( email )

135 N Bellefield Ave
Pittsburgh, PA 15260
United States

Leah Castro

RECOVER Patient, Caregiver, or Community Advocate Representative ( email )

United States

Yu Chen

New York University (NYU) - Grossman School of Medicine ( email )

New York, NY
United States

Nymisha Chilukuri

Stanford University - Department of Pediatrics ( email )

Sharon Herring

Temple University ( email )

Philadelphia, PA 19122
United States

Yuqing Lei

University of Pennsylvania ( email )

Philadelphia, PA 19104
United States

Lu Li

University of Pennsylvania - Perelman School of Medicine ( email )

Yiwen Lu

University of Pennsylvania ( email )

Philadelphia, PA 19104
United States

Maxwell M. Hornig-Rohan

RECOVER Patient, Caregiver, or Community Advocate Representative ( email )

Amrik S. Khalsa

Nationwide Children’s Hospital ( email )

David Liebovitz

Northwestern University - Division of General Internal Medicine ( email )

Abu Saleh Mohammad Mosa

University of Missouri ( email )

Bradley W. Taylor

Medical College of Wisconsin ( email )

8701 Watertown Plank Road
Milwaukee, WI 53226
United States

Yacob Tedla

Vanderbilt University - Division of Epidemiology ( email )

Drew Thodeson

University of Nebraska at Lincoln - University of Nebraska Medical Center ( email )

Lincoln, NE
United States

Jiayi Tong

Johns Hopkins University ( email )

Baltimore, MD 20036-1984
United States

Qiong Wu

University of Pittsburgh ( email )

135 N Bellefield Ave
Pittsburgh, PA 15260
United States

Christopher B. Forrest

University of Pennsylvania - Children's Hospital of Philadelphia ( email )

Yong Chen (Contact Author)

University of Pennsylvania ( email )

Philadelphia, PA 19104
United States

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