Evidence map›Paper›PMID 40652978›Full record

ArticleJournal of affective disorders2025

Body mass index mediates the relationship between depression and triglyceride levels: Evidence from a large national cohort.

Bhaavyaa B Shah, Michael L Thomas, Michael J McCarthy, Alejandro D Meruelo

Abstract read
In one paragraph

Article in Journal of affective disorders, 2025. 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

4 authors.

Bhaavyaa B ShahUniversity of California, San Diego, 9500 Gilman Dr, La Jolla, CA 92093, USA. Electronic address: bbshah@ucsd.edu.
Michael L ThomasColorado State University, 1876 Campus Delivery, Fort Collins, CO 80523-1876, USA. Electronic address: Michael.L.Thomas@colostate.edu.
Michael J McCarthyUniversity of California, San Diego, VA San Diego Healthcare System, 3350 La Jolla Village Dr, San Diego, CA 92161, USA. Electronic address: mmccarthy@health.ucsd.edu.
Alejandro D MerueloUniversity of California, San Diego, 9500 Gilman Dr, La Jolla, CA 92093, USA. Electronic address: ameruelo@health.ucsd.edu.

Funding

Adolescent Markers of Depression and the Impact of Alcohol UseK23AA026869 · NIAAA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MERUELO, ALEJANDRO DANIEL · 2019 to 2023
$1.0M
BLRD VA I01 BX003431NIAAA NIH HHS K23 AA026869
6 · The paper itself

Abstract

backgroundMajor Depressive Disorder (MDD) is linked to adverse metabolic outcomes, including elevated triglycerides and body mass index (BMI). However, mechanisms underlying this relationship-and their variation by age or sex-remain unclear.

methodsUsing data from over 200,000 participants in the All of Us Research Program, we examined associations between MDD (defined by SNOMED-coded diagnoses), BMI, and lipid biomarkers (triglycerides, HDL, LDL). Causal mediation analyses tested whether BMI mediated the MDD-triglyceride relationship, adjusting for age, sex, and alcohol intake. Sex differences and age-stratified effects (ages 25, 45, 65) were also explored.

resultsIndividuals with MDD had higher BMI and triglyceride levels than those without (BMI SMD = 0.234; triglycerides SMD = 0.195; both p < 0.001). BMI significantly mediated the MDD-triglyceride association (ACME = 5.46, 95 % CI [2.95, 8.17], p < 0.001), accounting for 34.1 % of the total effect. The direct effect was not statistically significant (ADE = 10.55, p = 0.084). Mediation effects were consistent across sexes. Stronger mediation was observed at older ages (e.g., ACME = 6.07 at age 65, p < 0.001) but not at younger ages (e.g., ACME = 5.09 at age 25, p = 0.076). Multiple imputation analyses confirmed these findings (ACME = 3.71, 95 % CI [3.09, 4.33], p < 0.001; proportion mediated = 24.9 %). HDL and LDL levels differed modestly by MDD status.

conclusionsBMI partially mediates the relationship between MDD and triglycerides, particularly in older adults. These results support integrating metabolic risk management into mental health care.

Indexed as

Body Mass IndexMajor Depressive DisorderTriglyceridesAdultAgedAge FactorsBiomarkersCohort StudiesFemaleHumansMaleMiddle AgedSex FactorsUnited StatesBiomarkersTriglyceridesBody mass indexDepressionHDL cholesterolLDL cholesterolMediation analysisTriglycerides

Identifiers

PMID40652978
PMCPMC12817363

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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 OpenQuestion graph.