Evidence map›Paper›PMID 41687822›Full record

ArticleThe Journal of infection2026

Pre-COVID-19 body mass index and post-acute cardiovascular, gastrointestinal, and neuropsychiatric outcomes among children and young adults with SARS-CoV-2 infection: An EHR-based cohort study from the RECOVER Initiative.

Ting Zhou, Bingyu Zhang, Dazheng Zhang, Ravi Jhaveri, Jiajie Chen, Michael J Becich, Leah Castro, Yu Chen, Nymisha Chilukuri, Sharon J Herring and 14 more

Abstract read
In one paragraph

Article in The Journal of infection, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

24 authors.

Ting ZhouThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Bingyu ZhangThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, United States.
Dazheng ZhangThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Ravi JhaveriDivision of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States.
Jiajie ChenThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Michael J BecichDepartment of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.
Leah CastroRECOVER Patient, Caregiver, or Community Advocate Representative, New York, NY, United States.
Yu ChenDivision of Epidemiology, Department of Population Health, NYU Grossman School of Medicine, New York, NY, United States.
Nymisha ChilukuriDepartment of Pediatrics, Stanford University School of Medicine, Stanford, CA, United States.
Sharon J HerringDepartments of Medicine and Population Health and Urban Bioethics, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, United States.
Yuqing LeiThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States.
Lu LiThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, United States.
Yiwen LuThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, United States.
Maxwell HornigRECOVER Patient, Caregiver, or Community Advocate Representative, New York, NY, United States.
Amrik Singh KhalsaDivision of Primary Care Pediatrics, Nationwide Children's Hospital, Columbus, OH, United States; Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States.
David LiebovitzDepartment of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Abu Saleh Mohammad MosaDepartment of Biomedical Informatics and Data Science, University of Alabama at Birmingham, Birminghama, AL, United States.
Bradley W TaylorClinical and Translational Science Institute, The Medical College of Wisconsin, Milwaukee, WI, United States.
Yacob G TedlaDivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States.
Drew ThodesonDepartment of Pediatrics, Division of Neurology, University of Nebraska Medical Center, Omaha, NE, United States.
Jiayi TongThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States; Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
Qiong WuThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States; Department of Biostatistics and Health Data Science, University of Pittsburgh, Pittsburgh, PA, United States.
Christopher B ForrestApplied Clinical Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA, United States.
Yong ChenThe Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA, United States; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States; The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, United States; Penn Institute for Biomedical Informatics, Philadelphia, PA, United States; Leonard Davis Institute of Health Economics, Philadelphia, PA, United States; Penn Medicine Center for Evidence-based Practice, Philadelphia, PA, United States. Electronic address: ychen123@pennmedicine.upenn.edu.

Funding

OTA-21-015A Post-Acute Sequelae of SARS-CoV-2 Infection Initiative: NYU Langone Health Clinical Science Core, Data Resource Core, and PASC Biorepository CoreOT2HL161847 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI GROSS, RACHEL SHARON, HORWITZ, LEORA · 2021 to 2025
$651.0M
NHLBI NIH HHS OT2 HL161847
6 · The paper itself

Abstract

objectivesPost-acute sequelae of SARS-CoV-2 infection (PASC) can affect multiple organ systems, but the role of preinfectional body mass index (BMI) in these outcomes among children and young adults remains unclear. We aimed to evaluate the association between pre-COVID-19 BMI status and post-acute cardiovascular, gastrointestinal, and neuropsychiatric outcomes in children and young adults.

methodsWe conducted a retrospective cohort study using data from 139,320 individuals aged 5 to 20 years with confirmed SARS-CoV-2 infection between March 2020 and September 2023 across 20 U.S. pediatric health systems participating in the RECOVER Initiative. Pre-infection BMI was defined using measurements obtained within 18 months before the index date and categorized as healthy weight, overweight, obesity, or severe obesity; when multiple values were available, the most recent measurement was selected. We assessed incident post-acute cardiovascular, gastrointestinal, and neuropsychiatric symptoms and conditions occurring 28 to 179 days post-infection. Adjusted relative risks (RRs) were estimated using modified Poisson regression models, comparing elevated BMI categories to the healthy weight.

findingsAmong 139,320 participants (mean [SD] age, 13.0 [4.3] years; 51.6% female), severe obesity was associated with a 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). Associations between BMI and neuropsychiatric outcomes were heterogeneous, with inverse associations observed for some conditions, including anxiety and major depression.

interpretationIn this cohort study, pre-COVID-19 BMI status was associated with the risk and pattern of post-acute cardiovascular and gastrointestinal outcomes among children and young adults. Association between pre-infection BMI and neuropsychiatric outcomes was more variable and should be interpreted with caution. These findings suggest BMI-stratified post-COVID-19 monitoring strategies may help inform long-term care in youth.

Indexed as

Body Mass IndexCardiovascular DiseasesCOVID-19Gastrointestinal DiseasesMental DisordersAdolescentChildChild, PreschoolCohort StudiesElectronic Health RecordsFemaleHumansMalePost-Acute COVID-19 SyndromeRetrospective StudiesSARS-CoV-2Body mass indexCardiovascular outcomesChildren and young adultsCOVID-19Electronic health recordsGastrointestinal outcomesLong COVIDNeuropsychiatric outcomesPediatric obesityPost-acute sequelae of SARS-CoV-2 infection

Identifiers

PMID41687822
PMCPMC13093859

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.