Evidence map›Paper›PMID 41928235›Full record

ArticleBMC medical genomics2026

Associations of the gut microbiome and cardiometabolic risk in adolescence: the HOME study.

Jennifer L Arzu, Elvira S Fleury, Kim M Cecil, Aimin Chen, Bruce P Lanphear, Kimberly Yolton, Jessie P Buckley, Joseph M Braun, Hannah E Laue

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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

9 authors.

Jennifer L ArzuDepartment of Epidemiology, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02903, USA. jennifer_arzu@brown.edu.
Elvira S FleuryDepartment of Epidemiology, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02903, USA.
Kim M CecilDepartment of Environmental and Public Health Sciences, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Aimin ChenDepartment of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Bruce P LanphearFaculty of Health Sciences, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada.
Kimberly YoltonDepartment of Environmental and Public Health Sciences, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Jessie P BuckleyDepartment of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA.
Joseph M BraunDepartment of Epidemiology, Brown University School of Public Health, 121 South Main Street, Providence, RI, 02903, USA.
Hannah E LaueDepartment of Biostatistics and Epidemiology, University of Massachusetts Amherst School of Public Health and Health Sciences, Amherst, MA, USA.

Funding

UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Hazel B Nichols · 2001 to 2026
$36.3M
Internalizing Behaviors and Neuroimaging Outcomes: Impact of PBDE and PFC ExposuresR01ES027224 · NIEHS · CINCINNATI CHILDRENS HOSP MED CTR · PI CECIL, KIM M, YOLTON, KIMBERLY · 2016 to 2020
$3.0M
Triclosan, pubertal hormones, and the gut microbiome: implications for neurobehaviorR00ES034086 · NIEHS · UNIVERSITY OF MASSACHUSETTS AMHERST · PI LAUE, HANNAH ELIZABETH · 2024 to 2025
$743k
Triclosan, pubertal hormones, and the gut microbiome: implications for neurobehaviorK99ES034086 · NIEHS · DARTMOUTH COLLEGE · PI LAUE, HANNAH ELIZABETH · 2023 to 2024
$220k
NIEHS NIH HHS K99 ES034086NIEHS NIH HHS P30 ES010126NIEHS NIH HHS R00 ES034086NIEHS NIH HHS R01 ES027224
6 · The paper itself

Abstract

backgroundAlterations to the gut microbiome have been linked to cardiometabolic disease, like type 2 diabetes and hypertension, in adults, but few studies have investigated these associations in adolescents. We examined the relation between the gut microbiome and cardiometabolic risk in adolescence and determined whether sex and race/ethnicity modified these associations.

methodsIn 144 adolescents (age range: 11–14 years) from the Health Outcomes and Measures of the Environment (HOME) Study, we quantified gut microbiome alpha diversity using the Shannon index and species’ relative abundances (i.e., centered log-ratio normalized abundances) in stool DNA that underwent metagenomic sequencing. We assessed adolescent cardiometabolic risk using a cardiometabolic risk summary score, its individual components (i.e., visceral fat, leptin to adiponectin ratio, HOMA-IR, triglyceride to high-density lipoprotein cholesterol ratio, and systolic blood pressure), as well as total cholesterol and hemoglobin A1c. We used linear regression models to estimate covariate-adjusted cross-sectional associations of the Shannon diversity index and species’ relative abundances with cardiometabolic risk, and examine differences in these associations by sex and race/ethnicity. At the species level, the false discovery rate (FDR) correction, with q-value < 0.20, was considered statistically significant.

resultsAmong all adolescents, a higher Shannon diversity index was associated with lower systolic blood pressure [β: -0.18 (95% CI: -0.35, -0.01)] in covariate-adjusted models. However, the associations of the Shannon diversity index with cardiometabolic risk did not differ significantly by sex or race/ethnicity. Although associations of the relative abundances of species, prevalent in at least 10% of samples, with cardiometabolic risk were not statistically significant tamong all adolescents after correcting for multiple comparisons (qFDR ≥ 0.20), sex modified the association of the relative abundance of Ruminococcus lactaris with HOMA-IR (qinteraction = 0.151), with positive association among females [β: 2.05 (95% CI: 0.93, 3.17), q = 0.155] and suggestive negative association among males [β: -0.84 (95% CI: -1.59, -0.09), q = 0.983]. Associations of the relative abundances of Streptococcus parasanguinis (qinteraction = 0.097), Enterocloster SGB14313 (qinteraction = 0.097), and Alistipes ihumii (qinteraction = 0.097) with total cholesterol also differed between female and male adolescents. We observed differences between adolescents of non-Hispanic black and non-Hispanic white race/ethnicity in the association of the relative abundance of Lachnospira pectinoschiza (qinteraction = 0.028) with total cholesterol.

conclusionsOur findings suggest that the gut microbiome is associated with cardiometabolic risk in adolescence in a sex-specific manner, and may differ by race and ethnicity.

Indexed as

Cardiometabolic Risk FactorsCardiovascular DiseasesGastrointestinal MicrobiomeAdolescentChildFemaleHumansMaleAdolescenceCardiometabolic RiskMetagenomicsMicrobiome

Identifiers

PMID41928235
PMCPMC13188297

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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.