Evidence map›Paper›PMID 41181352›Full record

ArticleInternational journal of endocrinology2025

Relationship Between Triglyceride-Glucose Index and Handgrip Strength in the Midlife and Elderly Population: Evidence From a Chinese Cohort.

Zhaoliang Zhang, Yunfei Xu, Liehui Yao, Tao Ma, Liming Zhou

Abstract read
In one paragraph

Article in International journal of endocrinology, 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

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. Article
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

5 authors.

Zhaoliang ZhangOrthopedic Department, The Affiliated YiXing Hospital of Jiangsu University, Ward 108, Yixing 214200, Jiangsu, China.ORCID https://orcid.org/0009-0003-3639-9527
Yunfei XuOrthopedic Department, The Affiliated YiXing Hospital of Jiangsu University, Ward 108, Yixing 214200, Jiangsu, China.ORCID https://orcid.org/0009-0003-2514-2275
Liehui YaoOrthopedic Department, The Affiliated YiXing Hospital of Jiangsu University, Ward 108, Yixing 214200, Jiangsu, China.ORCID https://orcid.org/0009-0006-4343-0467
Tao MaOrthopedic Department, The Affiliated YiXing Hospital of Jiangsu University, Ward 108, Yixing 214200, Jiangsu, China.ORCID https://orcid.org/0009-0001-4452-8814
Liming ZhouOrthopedic Department, The Affiliated YiXing Hospital of Jiangsu University, Ward 108, Yixing 214200, Jiangsu, China.ORCID https://orcid.org/0009-0002-0445-546X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims: At present, only a limited number of studies have investigated the association between muscle strength and insulin resistance. This study aimed to investigate the relationship between handgrip strength, a recognized indicator of overall muscle function and healthy aging, and triglyceride-glucose (TyG)-based indicators, including the TyG index, TyG-body mass index (TyG-BMI), TyG-waist circumference (TyG-WC), and TyG-waist-to-height ratio (TyG-WHtR), among middle-aged and older Chinese adults. Methods: We utilized a cohort from the China Health and Retirement Longitudinal Study (CHARLS) collected in 2011 and 2015, comprising a total of 3318 participants. Handgrip strength was assessed using absolute handgrip strength (measured by dynamometers), relative handgrip strength (absolute handgrip strength standardized by BMI), and defined weak handgrip strength. The relationships between the TyG index and its derived measures (TyG-BMI, TyG-WC, and TyG-WHtR) and different grip strength outcomes were examined using both multivariable logistic and linear regression approaches. To evaluate potential nonlinear patterns, restricted cubic spline (RCS) models were applied. Supplementary and robustness analyses encompassed receiver operating characteristic (ROC) curve evaluation, stratification by quartiles, subgroup comparisons, and handling of missing data via multiple imputation. Results: Between 2011 and 2015, 610 participants developed weak handgrip strength. Among all TyG indices, only TyG-WHtR was significantly associated with grip strength indicators (absolute: Conclusions: Higher TyG-WHtR levels appear to be independently linked to poorer handgrip strength performance in midlife and elder adults. Maintaining a low TyG-WHtR may contribute to improving the health status of midlife and elderly adults by preserving handgrip strength.

Indexed as

CHARLShandgrip strengthinsulin resistancesarcopeniatriglyceride–glucose index

Identifiers

PMID41181352
PMCPMC12578554

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Registered trials

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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.