Evidence map›Paper›PMID 42791535›Full record

Observational studyBMC cardiovascular disorders2026

Association between the triglyceride-glucose-body mass index and the risk of early vascular aging in young and middle-aged Chinese adults: a cross-sectional study.

Chaomin Kong, Caixia Lyu, Wenjin Lu, Xuedong Bai, Hongyang Dong, Feifei Zhang, Lixia Yao, Shuchun Chen

Abstract readObservational Study
In one paragraph

Observational study 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
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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

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.

Chaomin Kong *Department of Internal Medicine, Hebei Medical University, No. 361 Zhongshan East Road, Shijiazhuang, 050017, China.
Caixia Lyu *Department of Geriatric Cardiology, Hebei General Hospital, No. 348 Heping West Road, Shijiazhuang, 050051, China. lvcaixia@126.com.
Wenjin LuExamination Center, Hebei General Hospital, No. 348 Heping West Road, Shijiazhuang, 050051, China.
Xuedong BaiDepartment of Geriatric Cardiology, Hebei General Hospital, No. 348 Heping West Road, Shijiazhuang, 050051, China.
Hongyang DongDepartment of Geriatric Cardiology, Hebei General Hospital, No. 348 Heping West Road, Shijiazhuang, 050051, China.
Feifei ZhangDepartment of Cardiovascular Medicine, Hebei General Hospital, No. 348 Heping West Road, Shijiazhuang, 050051, China.
Lixia YaoDepartment of Geriatric Cardiology, Hebei General Hospital, No. 348 Heping West Road, Shijiazhuang, 050051, China. Hbghylx@sina.com.
Shuchun ChenDepartment of Internal Medicine, Hebei Medical University, No. 361 Zhongshan East Road, Shijiazhuang, 050017, China. chenshuc2014@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEarly vascular aging (EVA) reflects accelerated arterial aging and is increasingly recognized as an important precursor of cardiovascular disease (CVD). Insulin resistance (IR) has been implicated in the pathogenesis of vascular aging. The triglyceride-glucose-body mass index (TyG-BMI), a surrogate marker of IR, has demonstrated predictive value for several cardiometabolic disorders. However, evidence regarding its association with EVA remains limited.

methodsThis cross-sectional study enrolled 1,272 Chinese adults aged 30 ~ 59 years who completed brachial-ankle pulse wave velocity (baPWV) measurement. EVA was defined as a baPWV value above the 90th percentile in the corresponding 10-year age group. Multivariable logistic regression models were applied to assess the association between TyG-BMI and EVA. Restricted cubic spline (RCS) analysis was conducted to explore the potential nonlinear relationship. Additional analyses further examined the associations of TyG-BMI with baPWV and Framingham risk score (FRS)-derived indicators. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the predictive ability of TyG-BMI for EVA.

resultsAfter full adjustment, each 10-unit increase in TyG-BMI was associated with a 14.9% increased risk of EVA (odds ratio [OR] 1.149, 95% confidence interval [CI] 1.083~1.231). RCS analysis revealed a nonlinear association between TyG-BMI and EVA, with a turning point at a TyG-BMI value of 210.98. TyG-BMI also showed a nonlinear association with baPWV and FRS-derived indicators (predicted vascular age, age gap, and predicted 10-year CVD risk). In the fully adjusted model incorporating TyG-BMI, the area under the curve (AUC) for identifying EVA was 0.8533.

conclusionsThis cross-sectional study demonstrated that TyG-BMI was independently and nonlinearly associated with EVA among young and middle-aged Chinese adults. The observed turning point suggests a potential reference point for this association. These findings suggest that TyG-BMI may serve as a simple, readily accessible indicator for assessing EVA risk in this population, pending external validation.

Indexed as

AgingBlood GlucoseBody Mass IndexCardiovascular DiseasesTriglyceridesVascular StiffnessAdultAge FactorsAnkle Brachial IndexBiomarkersChinaCross-Sectional StudiesFemaleHumansInsulin ResistanceMaleBiomarkersBlood GlucoseTriglyceridesArterial stiffnessbrachial–ankle pulse wave velocityEarly vascular agingFramingham risk scoreInsulin resistanceTriglyceride–glucose–body mass index

Identifiers

PMID42791535
PMCPMC13613587

What Socratic holds

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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 Socratic graph.