Evidence map›Paper›PMID 41473773›Full record

ArticleHealth science reports2026

Association Between Adiposity and Low Total Serum Bilirubin Concentration: A Retrospective, Cross-Sectional Study.

Trishna Parikh, Fariha Hameed, Sumaiya Islam, Shivani Reddy, Eshani Goradia, Bhargav Vemulapalli, Aayush Visaria

Abstract read
In one paragraph

Article in Health science reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Trishna ParikhDepartment of Internal Medicine Case Western Reserve University/University Hospitals of Cleveland Cleveland Ohio USA.ORCID https://orcid.org/0009-0009-9049-4027
Fariha HameedDepartment of Internal Medicine Cedars-Sinai Medical Center Los Angeles California USA.
Sumaiya IslamCity University of New York School of Medicine New York City New York USA.
Shivani ReddyDepartment of Internal Medicine Baylor University Medical Center Dallas Texas USA.
Eshani GoradiaDepartment of Medicine Rutgers Robert Wood Johnson Medical School New Brunswick New Jersey USA.
Bhargav VemulapalliDepartment of Medicine Rutgers Robert Wood Johnson Medical School New Brunswick New Jersey USA.
Aayush VisariaDepartment of Medicine Rutgers Robert Wood Johnson Medical School New Brunswick New Jersey USA.ORCID https://orcid.org/0000-0002-2170-212X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: Bilirubin, an antioxidant and anti-inflammatory agent, has been shown to negatively correlate with adiposity. However, the extent to which adiposity level influences total bilirubin (TBili) concentration remains unclear. We sought to evaluate the associations of body mass index (BMI; kg/m²) and waist circumference (WC) with low TBili concentration. Methods: We included adults ≥ 20 years of age without elevated liver enzymes, excess alcohol use, iron overload, anemia, TBili ≥ 1.2 mg/dL, low albumin, or positive hepatitis serology from the 1999-2018 National Health and Nutrition Examination Survey. The primary outcome was low TBili, defined as < 0.4 mg/dL. We used multivariable logistic regression to determine the odds ratios of low TBili by BMI and WC categories, stratified by gender. We additionally explored associations between past 1-year, maximum lifetime, and non-linear continuous BMI on low TBili. Results: Among 13,953 participants (mean age 47.3 years, 49% men, 69% non-Hispanic White), 17% were ≥ 65 years, 32% had BMI ≥ 30, and 12% had low TBili. Women with a BMI ≥ 27.5 had at least a 42% increased odds of low TBili compared to women with a BMI ≥ 23 and < 25. Women with a normal BMI but elevated WC of ≥ 88 cm had increased odds of low TBili (OR: 2.74 [1.61-4.66]) than those with a normal WC. A BMI 1 year prior to survey ≥ 35 (OR: 1.59 [1.05-2.40]) and lifetime maximum BMI ≥ 25 (OR: 1.60 [1.13-2.28]) were independently associated with low TBili in women. Similar point estimates, but no significant associations were found in men. Conclusion: Elevated BMI and an elevated WC but normal BMI were associated with higher likelihood of low TBili in women, potentially reflecting a consequence or indirect biomarker of clinical obesity. Further studies should determine the long-term impact of low TBili on cardiometabolic disease risk and mortality.

Indexed as

adipositybilirubinmetabolic syndromeNational Health and Nutrition Examination Surveyobesity

Identifiers

PMID41473773
PMCPMC12745926

What Socratic holds

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LicenceCC BY-NC
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Registered trials

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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 Socratic graph.