Evidence map›Paper›PMID 42178532›Full record

ArticleBMC pulmonary medicine2026

CT-adipose measures identify severe SARS-CoV-2 risk beyond traditional obesity metrics: a C4R cohort study.

Nadine Al-Naamani, Pallavi Balte, Michael G S Shashaty, Asma Sharaf, James G Terry, John Jeffrey Carr, Matthew Allison, Cheryl A M Anderson, Surya P Bhatt, Michelle T Long and 3 more

Abstract read
In one paragraph

Article in BMC pulmonary medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Nadine Al-NaamaniUniversity of Pennsylvania Perelman School of Medicine, 3400 Spruce Street Gates 9W 09041 S, Philadelphia, PA, 19104, USA.
Pallavi BalteColumbia University Medical Center, 630 West 168th Street, Presbyterian Hospital 9th Floor, Suite 105, NYC, NY, 10032, USA.
Michael G S ShashatyUniversity of Pennsylvania Perelman School of Medicine, 3400 Spruce Street Gates 9W 09041 S, Philadelphia, PA, 19104, USA.
Asma SharafColumbia University Medical Center, 630 West 168th Street, Presbyterian Hospital 9th Floor, Suite 105, NYC, NY, 10032, USA.
James G TerryVanderbilt University School of Medicine, Nashville, TN, USA.
John Jeffrey CarrVanderbilt University School of Medicine, Nashville, TN, USA.
Matthew AllisonUniversity of California San Diego School of Medicine, San Diego, CA, USA.
Cheryl A M AndersonUniversity of California San Diego School of Medicine, San Diego, CA, USA.
Surya P BhattUniversity of Alabama at Birmingham School of Medicine, Birmingham, AL, USA.
Michelle T LongBoston University School of Medicine, Boston, MA, USA.
Jason D ChristieUniversity of Pennsylvania Perelman School of Medicine, 3400 Spruce Street Gates 9W 09041 S, Philadelphia, PA, 19104, USA.
Elizabeth C Oelsner *Columbia University Medical Center, 630 West 168th Street, Presbyterian Hospital 9th Floor, Suite 105, NYC, NY, 10032, USA. eco7@cumc.columbia.edu.
Michaela R Anderson *University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street Gates 9W 09041 S, Philadelphia, PA, 19104, USA. michaela.anderson@pennmedicine.upenn.edu.

Funding

ACTIV Integration of Host-targeting Therapies for COVID-19 Administrative Coordinating CenterOT2HL156812 · NHLBI · RESEARCH TRIANGLE INSTITUTE · PI NOLEN, TRACY L, THOMAS, SONIA M · 2020 to 2024
$1270.7M
Obesity in Pulmonary Arterial HypertensionK23HL141584 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI AL-NAAMANI, NADINE · 2018 to 2022
$970k
Role of visceral adipose tissue in frailty among patients with Idiopathic Pulmonary FibrosisK23HL150280 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI ANDERSON, MICHAELA RESTIVO · 2020 to 2024
$854k
NHLBI NIH HHS K23 HL141584NHLBI NIH HHS K23 HL150280NHLBI NIH HHS OT2 HL156812NHLBI NIH HHS OT2HL156812
6 · The paper itself

Abstract

backgroundHigher body mass index (BMI) increases risk of respiratory failure and death from SARS-CoV-2 infection. BMI is imprecise and fails to account for adipose tissue distribution. We sought to determine whether pericardial adipose tissue (PAT), abdominal visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), or hepatic adipose deposition on pre-pandemic computed tomography (CT) scans associate with increased risk of hospitalization or death from SARS-CoV-2.

methodsThe Collaborative Cohort of Cohorts for COVID-19 Research (C4R) ascertained SARS-CoV-2 outcomes among participants from 14 US-based cohort studies. This analysis includes participants enrolled in the Jackson Heart, CARDIA, MESA, and Framingham Heart studies. C4R attempted to enroll all cohort participants who were alive on March 1, 2020 and had not withdrawn consent for cohort participation. Our primary exposure was adipose depot size measured on research CT scans performed between 2000 and 2011. Our primary outcome was time from March 1, 2020 to hospitalization or death from SARS-CoV-2 infection ascertained by self-report or active surveillance and confirmed when available, by protocolized record review.

resultsThere were 8412 participants with at least one CT adipose measure, among whom 184 events occurred over a median (interquartile range) of 547 (338-609) days. In adjusted models, both higher PAT (per doubling in PAT, HR 1.62, 95% CI 1.25-2.09) and higher VAT (per 1-standard deviation, HR.41, 95% CI 1.20-1.67) associated with greater hazards of hospitalization or death from SARS-CoV-2. Associations remained after adjustment for BMI, diabetes, cardiovascular disease, hypertension, and waist circumference. SAT was associated with hospitalization or death but not after adjustment for BMI and obesity complications. Hepatic adipose deposition was not associated with hospitalization or death.

conclusionGreater CT-measured pericardial and abdominal visceral adipose tissue were associated with increased hazards of hospitalization or death from SARS-CoV-2 independent of BMI and clinical cardiometabolic comorbidities. Further research should investigate use of CT adipose measures to quantify risk of severe disease from viral infections and to investigate mechanisms linking adiposity to lung injury.

Indexed as

Adipose TissueCOVID-19Intra-Abdominal FatObesityAdultAgedBody Mass IndexCohort StudiesEpicardial Adipose TissueFemaleHospitalizationHumansMaleMiddle AgedPandemicsRisk FactorsCOVID-19Pericardial adiposeRespiratory viral infectionVisceral adipose

Identifiers

PMID42178532
PMCPMC13393951

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LicenceCC BY-NC-ND
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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.