Evidence map›Paper›PMID 40371285›Full record

ArticleFrontiers in public health2025

Investigation of the association between the triglyceride-glucose index and the incidence of frailty among middle-aged and older adults: evidence from the China health and retirement longitudinal study.

Qingwen Long, Yongli Li, Zijuan Shi, Yujun Lee, Lifang Mao

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Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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5citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Qingwen LongDepartment of Nursing, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Yongli LiDepartment of Nursing, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Zijuan ShiDepartment of Nursing, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Yujun LeeDepartment of Nursing, North Sichuan Medical College, Nanchong, China.
Lifang MaoDepartment of Nursing, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aim: Limited researches have investigated the association between the Triglyceride-glucose index (TyG) and frailty vulnerability in middle-aged and older Chinese populations. This study aims to strengthen the scientific foundation for frailty prevention and management by analyzing the correlation between TyG and frailty, ultimately providing more targeted intervention strategies. Methods: This study included middle-aged and older individuals who participated in the China Health and Retirement Longitudinal Study (CHARLS) from 2015. A multiple logistic regression model was constructed to assess the correlation between the TyG index and frailty. Additionally, restricted cubic spline (RCS) analysis was employed to evaluate the dose-response correlation between the two variables. Results: Among the 3,978 participants included in the study, 667 individuals (16.8%) were identified with frailty. After adjusting for multiple factors in a logistic regression model, it was determined that individuals in the highest quartile group of the TyG index had a 1.43 times higher risk of frailty compared to those in the lowest quartile group (OR = 1.43, 95% CI: 1.10 ~ 1.85, Conclusion: Research has shown a significant positive linear relationship between an increased TyG index and a higher prevalence of frailty in middle-aged and older individuals. Elevated TyG index levels could signal an increased vulnerability to frailty among individuals.

Indexed as

Blood GlucoseFrailtyTriglyceridesAgedChinaFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedRetirementRisk FactorsBlood GlucoseTriglyceridesCHARLSfrailtyfrailty indexmiddle-aged and older adultstriglycerides-glucose index

Identifiers

PMID40371285
PMCPMC12074911

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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.