Evidence map›Paper›PMID 40205452›Full record

ArticleCardiovascular diabetology2025

Combined effect of skeletal muscle mass loss and elevated insulin resistance on heart failure risk in older adults: a community-based longitudinal cohort study.

Weike Liu, Hua Zhang, Xin Wang, Huajing Song, Yanli Yao, Zhendong Liu, Juan Wang, Yuqi Guo

Abstract read
In one paragraph

Article in Cardiovascular diabetology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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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.

Weike Liu *Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150001, Heilongjiang, China.
Hua Zhang *Department of Cardiology, The First Affiliated Hospital of Shandong First Medical University, No. 16766, Jingshi Road, Jinan, 250014, Shandong, China.
Xin Wang *Department of Cardiology, The Second Hospital of Shandong University, No. 247, Beiyuan Street, Jinan, 250012, Shandong, China.
Huajing SongDepartment of Cardiology, The First Affiliated Hospital of Shandong First Medical University, No. 16766, Jingshi Road, Jinan, 250014, Shandong, China.
Yanli YaoDepartment of Cardiology, The First Affiliated Hospital of Shandong First Medical University, No. 16766, Jingshi Road, Jinan, 250014, Shandong, China.
Zhendong LiuDepartment of Cardiology, The First Affiliated Hospital of Shandong First Medical University, No. 16766, Jingshi Road, Jinan, 250014, Shandong, China. zhendongliu876@126.com.
Juan WangDepartment of Cardiology, The Second Hospital of Shandong University, No. 247, Beiyuan Street, Jinan, 250012, Shandong, China. moonlikewang@163.com.
Yuqi GuoDepartment of Cardiology, The First Affiliated Hospital of Shandong First Medical University, No. 16766, Jingshi Road, Jinan, 250014, Shandong, China. guoyuqiyky@126.com.

Funding

Natural Science Foundation of Shandong Province, China ZR2022MH179
6 · The paper itself

Abstract

backgroundSkeletal muscle mass loss and insulin resistance (IR) are associated with cardiovascular diseases risk. However, it remains unclear whether the combination of skeletal muscle mass loss and elevated IR affects heart failure (HF) risk. Here, we investigate the association between a combination of appendicular skeletal muscle mass index (ASMI) with estimated glucose disposal rate (eGDR) and HF risk in older adults.

methodsA prospective analysis and a dual-trajectory analysis were carried out to investigate the association of the combined effect of ASMI and eGDR with HF risk. A total of 11,596 adults aged ≥ 60 years were enrolled from the community for prospective analysis. Among them, 10,489 were eligible for the dual-trajectory analysis. The temporal evolution of ASMI and eGDR was determined using a dual-trajectory model.

resultsIn the prospective analysis, 1087 individuals developed HF. Restricted cubic splines analysis showed L-shaped associations between ASMI and eGDR and HF risk. HF risk decreased by 32.3% (hazard ratio (HR): 0.677, 95% confidence interval (CI): 0.623-0.734, P

conclusionsSkeletal muscle mass loss and elevated IR act synergistically to increase the HF risk in older adults. Comprehensive management of muscle mass and IR might be a useful and effective strategy for preventing and controlling HF.

trial registrationRetrospectively registered number ChiCTREOC17013598.

Indexed as

Blood GlucoseHeart FailureInsulin ResistanceMuscle, SkeletalSarcopeniaAgedAged, 80 and overAge FactorsBiomarkersFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedPrognosisBiomarkersBlood GlucoseCombined effectDual-trajectory analysisHeart failureInsulin resistanceMuscle mass loss

Identifiers

PMID40205452
PMCPMC11983900

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.