Evidence map›Paper›PMID 40781488›Full record

ArticleScientific reports2025

Sex-specific associations between muscle-fat ratio and bone density in middle-aged adults.

Fang Jin, Songting Gao, Xiaocong Yao, Zhongxin Zhu

Abstract read
In one paragraph

Article in Scientific reports, 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

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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. Women's musculoskeletal health: insights from the 2024 National Academies of Sciences, Engineering, and Medicine report on chronic conditions.Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research · 2026
    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

4 authors.

Fang Jin *Department of Osteoporosis Care and Control, Xiaoshan Affiliated Hospital of Wenzhou Medical University, Hangzhou, 311200, Zhejiang, China.
Songting Gao *Department of General Practice, Community Health Service Center of Guali, Hangzhou, 311200, Zhejiang, China.
Xiaocong YaoDepartment of Osteoporosis Care and Control, Xiaoshan Affiliated Hospital of Wenzhou Medical University, Hangzhou, 311200, Zhejiang, China.
Zhongxin ZhuDepartment of Osteoporosis Care and Control, Xiaoshan Affiliated Hospital of Wenzhou Medical University, Hangzhou, 311200, Zhejiang, China. orthozzx@163.com.

Funding

This study was supported by Zhejiang Province Traditional Chinese Medicine Science and Technology Program Project 2023ZL136
6 · The paper itself

Abstract

Although the clinical importance of osteoporosis in middle-aged populations is widely recognized, the intricate relationships between body composition parameters, especially osteosarcopenic obesity, and bone health remain incompletely understood. This study aims to characterize the association between the skeletal muscle mass-to-visceral adipose tissue area ratio (SVR) and bone mineral density (BMD), while systematically evaluating potential variations by sex and menopausal status. Utilizing data from the National Health and Nutrition Examination Survey (2011-2018), we analyzed a cohort of 4,349 middle-aged adults (ages 40-59) with complete datasets on skeletal muscle mass (SMM), visceral adipose tissue area (VATA), and lumbar BMD. Dual-Energy X-ray Absorptiometry was employed for precise body composition analysis. Multivariate regression models were applied to analyze the relationships between SVR and BMD, with stratified analyses conducted to evaluate potential effect modifications by sex and menopausal status. Our findings revealed a significant positive correlation between SMM and BMD (β = 12.8, 95% CI: 11.2 to 14.4), while VATA exhibited an inverse relationship (β = -0.5, 95% CI: -0.6 to -0.4). Notably, men demonstrated a positive association between SVR and BMD (β = 342.4, 95% CI: 271.4 to 413.5), whereas premenopausal women displayed a non-linear, inverted U-shaped relationship between SVR and BMD, with a critical threshold identified at 0.31 kg/cm². This cross-sectional study highlights the association between SVR and lumbar BMD in middle-aged adults, revealing significant sex-specific differences. In men, higher SVR correlates with higher BMD, while in premenopausal women, BMD appears optimal when SVR falls within a specific range.

Indexed as

Bone DensityIntra-Abdominal FatMuscle, SkeletalAbsorptiometry, PhotonAdultBody CompositionCross-Sectional StudiesFemaleHumansMaleMenopauseMiddle AgedNutrition SurveysOsteoporosisSex FactorsBody compositionMenopausal statusOsteoporosisSarcopenic obesitySex-specific differences

Identifiers

PMID40781488
PMCPMC12334765

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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.