Evidence map›Paper›PMID 41501651›Full record

ArticleBMC cardiovascular disorders2026

Association of triglyceride-glucose related indices with cardiovascular diseases in individuals with low handgrip strength: a prospective cohort study of UK biobank.

Chunfei Song, Dachuan Guo, Sha Chen, Xiangzhen Ran, Linsong Leng, Yu Bai, Jianmin Yang, Zongwei Lin

Abstract read
In one paragraph

Article in BMC cardiovascular disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Chunfei Song *State Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Dachuan Guo *State Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Sha ChenState Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Xiangzhen RanState Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Linsong LengState Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Yu BaiState Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China.
Jianmin YangState Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China. yangjianminsdu@163.com.
Zongwei LinState Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, China. linzongwei@sdu.edu.cn.

Funding

China International Medical Foundation Z-2017-26-2402Key Technology Research and Development Program of Shandong Province No. 2021SFGC0503Shandong Natural Science Foundation of China No. ZR2024ZD09
6 · The paper itself

Abstract

backgroundLow handgrip strength (HGS) predicts cardiovascular disease (CVD) risk, potentially via insulin resistance (IR). The triglyceride-glucose (TyG) index and its combinations with adiposity measures (TyG-BMI, TyG-WC, TyG-WHtR) enhance CVD prediction, but the prognostic value in low HGS populations is unknown.

methodsThis UK Biobank prospective cohort study analyzed 18,341 participants with low HGS (mean age 59.2 years, 61.2% female). Multivariable Cox models assessed associations between TyG-related indices and incident CVD, coronary heart disease (CHD) and stroke. Subgroup and mediation analyses identified effect modifiers and pathways; sensitivity analyses validated result robustness.

resultsOver 13.4 median years, 2,666 CVD cases occurred. Per 1-SD increase, TyG, TyG-BMI, TyG-WC and TyG-WHtR were significantly associated with higher CVD incidence (adjusted HRs: 1.08, 1.13, 1.15, 1.15 respectively; all p < 0.001). TyG-related indices showed significant interaction effects for CVD/CHD across subgroups including age, disease status and medication use. Mediation analyses indicated dyslipidemia, inflammation and IR mediated the associations.

conclusionsElevated TyG-related indices independently predict increased CVD and CHD incidence in individuals with low HGS, offering value for early risk identification and the development of preventive strategies.

Indexed as

Blood GlucoseCardiovascular DiseasesHand StrengthTriglyceridesAdiposityAgedBiological Specimen BanksBiomarkersFemaleHeart Disease Risk FactorsHumansIncidenceInsulin ResistanceMaleMiddle AgedPredictive Value of TestsBiomarkersBlood GlucoseTriglyceridesCardiovascular diseaseHandgrip strengthProspective cohort studyTriglyceride-glucose index

Identifiers

PMID41501651
PMCPMC12870889

What OpenQuestion 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 OpenQuestion graph.