Evidence map›Paper›PMID 42595281›Full record

ArticleBone2026

The association of gut microbiome composition with musculoskeletal features in middle-aged and older adults: A two-cohort joint study.

Ruolin Li, Paul C Okoro, M Carola Zillikens, Ramachandran S Vasan, Shivani Sahni, Fernando Rivadeneira, Douglas P Kiel, Carolina Medina-Gomez

Abstract read
In one paragraph

Article in Bone, 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

5 · Who and what money

Authors and funding

8 authors.

Ruolin LiDepartment of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
Paul C OkoroHinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, United States.
M Carola ZillikensDepartment of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
Ramachandran S VasanSchool of Public Health, University of Texas, San Antonio, TX, United States.
Shivani SahniHinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, United States; Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.
Fernando RivadeneiraDepartment of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
Douglas P KielHinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, United States; Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.
Carolina Medina-GomezDepartment of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands. Electronic address: m.medinagomez@erasmusmc.nl.

Funding

FRAMINGHAM HEART STUDY - YEAR 5 EXAM75N92019D00031 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · 2019 to 2024
$29.8M
RISK FACTORS FOR VERTEBRAL FRACTURE AND BONE LOSSR01AR041398 · NIAMS · RHODE ISLAND HOSPITAL (PROVIDENCE, RI) · PI KIEL, DOUGLAS P. · 1991 to 2025
$16.1M
The Gut Microbiome and Bone MicroarchitectureR01AR061445 · NIAMS · HEBREW REHABILITATION CENTER FOR AGED · PI KIEL, DOUGLAS P. · 2012 to 2021
$8.9M
Clinical, genetic and cardiometabolic risk correlates of the gut microbiomeR01HL131015 · NHLBI · BROAD INSTITUTE, INC. · PI RAMACHANDRAN, VASAN S, SHAW, STANLEY Y · 2016 to 2019
$3.8M
THE FRAMINGHAM HEART STUDY-N01HC25195-268025195-268025195N01HC025195 · HC · TRUSTEES OF BOSTON UNIVERSITY · PI WOLF, PHILIP A · 2002 to 2006
–
NHLBI NIH HHS 75N92019D00031NHLBI NIH HHS HHSN268201500001CNHLBI NIH HHS HHSN268201500001INHLBI NIH HHS N01 HC025195NHLBI NIH HHS R01 HL131015NIAMS NIH HHS R01 AR041398NIAMS NIH HHS R01 AR061445
6 · The paper itself

Abstract

backgroundBones and muscles are connected chemically, anatomically, and functionally. While animal studies suggest the gut microbiome influences musculoskeletal aging, human evidence remains limited. We assessed associations between musculoskeletal phenotypes and gut microbiome composition in community-dwelling middle-aged and older adults.

methodsWe analyzed DXA-derived phenotypes from two population-based cohorts: the Rotterdam Study (mean age 62.7 years; n = 1249) and the Framingham Heart Study (mean age 55.2 years; n = 1227). Phenotypes included appendicular lean mass (ALM), femoral neck bone mineral density (FN-BMD), and trabecular bone score (TBS). Gut microbiome composition was assessed via 16S rRNA sequencing, and functional potential predicted using PICRUSt2. Multivariate linear regression analyses were adjusted for demographic, lifestyle, and clinical covariates.

resultsAlpha diversity was not associated with any musculoskeletal phenotype after multiple testing, whereas beta diversity was associated with ALM in the combined and female analyses. Four genera associated with ALM: lower abundance of Oscillibacter (β = -0.51, 95%CI [-0.74,-0.29]), Anaerotruncus (β = -0.41, 95%CI [-0.61,-0.21]), Eisenbergiella (β = -0.39, 95%CI [-0.59,-0.19]) and higher abundance of Agathobacter (β = 0.40, 95%CI [0.20,0.60]) were associated with higher ALM. In females, lower abundance of Anaerotruncus (β = -0.32, 95%CI [-0.45,-0.19]), Hungatella (β = -0.26, 95%CI [-0.38,-0.15]), and Clostridiales bacterium DTU089 (β = -0.37, 95%CI [-0.55,-0.19]), and higher biotin biosynthesis II pathway (β = 0.44, 95%CI [0.24,0.64]) associated with higher ALM. No robust associations were observed for bone traits.

conclusionAlthough no associations were identified between gut microbial features and bone measures, several microbial genera were associated with appendicular lean mass in middle-aged and older adults, with evidence of sex-specific effects. Larger studies are needed to confirm these findings and clarify underlying mechanisms.

Indexed as

Gastrointestinal MicrobiomeMusculoskeletal SystemAgedBone DensityCohort StudiesFemaleHumansMaleMiddle AgedPhenotypeRNA, Ribosomal, 16SRNA, Ribosomal, 16SAppendicular lean massBone mineral densityGut microbiomeSex differencesTrabecular bone score

Identifiers

PMID42595281
PMCPMC13659805

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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.