Evidence map›Paper›PMID 42007503›Full record

ArticleJournal of cachexia, sarcopenia and muscle2026

Associations of Body Composition and Physical Function With Incident Diabetes in Older Adults: A 14-Year Prospective Cohort Study.

Ting Zhang, Shuyi Li, Yafei Wu, Jason Leung, Alice Pik-Shan Kong, Amany K Elshorbagy, T W Auyeung, Timothy Kwok

Abstract read
In one paragraph

Article in Journal of cachexia, sarcopenia and muscle, 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. Review
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

8 authors.

Ting ZhangDepartment of Geriatrics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shuyi LiDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Yafei WuDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Jason LeungJockey Club Centre for Osteoporosis Care and Control, The Chinese University of Hong Kong, Hong Kong, China.
Alice Pik-Shan KongDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Amany K ElshorbagyDepartment of Pharmacology, University of Oxford, Oxford, UK.
T W AuyeungJockey Club Institute of Ageing, The Chinese University of Hong Kong, Hong Kong, China.
Timothy KwokDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.

Funding

Osteoporotic fractures in Chinese men: MrOs Hong KongR01AR049439 · NIAMS · CHINESE UNIVERSITY OF HONG KONG · PI LEUNG, PING CHUNG · 2003 to 2007
$2.0M
National Institutes of Health R01 AR049439-01A1NIAMS NIH HHS R01 AR049439Research Grants Council Earmarked CUHK4101/02 M
6 · The paper itself

Abstract

backgroundLongitudinal associations between age-related changes in body composition, physical performance and incident diabetes mellitus (DM) in older adults and the mediating role of branched-chain amino acids (BCAAs) remain understudied.

methodsThis prospective cohort study included 4000 community-dwelling older adults at baseline. Longitudinal analysis of incident DM involved 3421 participants without baseline DM. Incident DM was identified through self-reported diagnosis, medication use, hospital records or fasting glucose ≥ 7.0 mmol/L. Body composition (PBF [percent body fat], FMI [fat mass index], ASM [appendicular skeletal muscle mass]) was measured using DXA. Associations of baseline body composition with incident DM were assessed using Cox regression in the full cohort, with sensitivity analysis accounting for competing risk of death. Associations in long-term subgroups and analysis of 14-year and prediabetes changes were evaluated using multivariable logistic regression. Serum BCAAs were quantified by LC-MS for mediation analysis.

resultsAmong 3421 participants (median age 72 years [IQR 68-76]; 50.1% female) without baseline DM, higher baseline adiposity (PBF: HR 1.613; FMI: HR 1.684; waist: 1.587) and ASM/ht

conclusionsIn older adults, higher baseline adiposity and lower relative muscle mass were associated with long-term DM risk, while preserved muscle mass and faster gait speed were linked to a lower risk. These associations, partially mediated by BCAAs, advance the understanding of DM risk pathways and highlight the potential clinical relevance of weight- or BMI-adjusted relative muscle mass assessment in this population.

Indexed as

Body CompositionDiabetes MellitusPhysical Functional PerformanceAgedFemaleHumansIncidenceLongitudinal StudiesMaleProspective StudiesRisk Factorsagingbody compositionbranched‐chain amino acidsdiabetes mellitusphysical performance

Identifiers

PMID42007503
PMCPMC13093723

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.