Evidence map›Paper›PMID 42316449›Full record

ArticleJournal of bone metabolism2026

Muscle Mass, Adiposity, and Bone Health in Surgical Care Setting: A Cross-Sectional Study.

Ngo Thi Thu Thuy, Le Van Thieu, Tran Vuong The Vinh

Abstract read
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Article in Journal of bone metabolism, 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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

3 authors.

Ngo Thi Thu ThuyDepartment of Internal Medicine, Hai Phong Medical University Hopspital, Hai Phong, Vietnam.
Le Van ThieuDepartment of Endoscopy and Functional Exploration, Viet Tiep Friendship Hospital, Hai Phong, Vietnam.
Tran Vuong The VinhDepartment of Surgery, Hai Phong University of Medicine and Pharmacy, Hai Phong, Vietnam. tvthevinh@hpmu.edu.vn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOsteoporosis and sarcopenia are interrelated conditions that significantly affect surgical outcomes by impairing bone strength, mobility, and postoperative recovery. Understanding how body composition and metabolic factors influence bone mineral density (BMD) is essential for improving perioperative risk assessment and rehabilitation. This study aimed to evaluate the relationships between regional muscle mass, fat mass (FM), and circulating adipokines with BMD.

methodsA cross-sectional study was conducted in 199 patients. Whole-body dual energy X-ray absorptiometry (DXA) was used to assess regional lean and FM and BMD at multiple skeletal sites. Serum leptin and adiponectin were measured by enzyme-linked immunosorbent assay. Correlations were examined using Pearson's coefficients, and stepwise multiple linear regression identified independent predictors of T-score.

resultsTrunk and gynoid muscle mass exhibited the strongest positive correlations with T-score (r=0.490 and r=0.475, both P<0.001). FM showed weaker associations, while adiponectin correlated inversely with BMD (r=-0.196, P=0.005). In multivariable analysis, trunk muscle mass (β=0.48, P<0.001), gynoid muscle mass (β=0.36, P=0.002), body mass index (β=0.18, P=0.031), and adiponectin (β=-0.22, P=0.008) remained independent predictors (adjusted R²=0.45).

conclusionsSkeletal muscle, particularly in the trunk and hip regions, is the primary determinant of bone density, while adiponectin negatively influences BMD. Incorporating muscle mass assessment and metabolic optimization into perioperative care may enhance fixation stability and postoperative recovery.

Indexed as

AdiponectinBone densityMuscle, skeletalOsteoporosisSarcopenia

Identifiers

PMID42316449
PMCPMC13284593

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