Association of the TyHGB index with incident stroke in middle-aged and older Chinese adults: a 10-year prospective cohort study

Stroke remains a leading cause of disability and death among middle-aged and older adults in China. We investigated the association between baseline triglyceride/high-density lipoprotein cholesterol-glucose-body mass index (TyHGB) and incident stroke in 6956 Chinese adults aged ≥ 40 years who were free of stroke at baseline and followed for 10 years in the Luzhou component of the China Cardiometabolic Disease and Cancer Cohort (4C) Study. Cox proportional hazards models, restricted cubic spline analysis, and time-dependent receiver operating characteristic analysis were performed. During follow-up, 342 incident strokes occurred. In the fully adjusted model, the highest versus lowest TyHGB quartile was associated with higher incident stroke risk (HR = 1.843, 95% CI 1.289–2.636; P for trend = 0.003), and each 1-unit increase was associated with a 5.6% higher risk (HR = 1.056, 95% CI 1.015–1.100). Restricted cubic splines indicated a positive, approximately linear association (P for overall < 0.001; P for nonlinearity = 0.276). Stand-alone discrimination was modest but slightly higher for TyHGB than TyG or BMI (AUC 0.598 vs 0.559 and 0.560). TyHGB may provide complementary metabolic information for stroke risk assessment.

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Journal
Scientific Reports
Published
2026-09-10
DOI
https://doi.org/10.1038/s41598-026-70930-7
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
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article
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Association of the TyHGB index with incident stroke in middle-aged and older Chinese adults: a 10-year prospective cohort study

Qin Wan, Yi-Rong Wang
Scientific Reports
Diabetes, Cardiovascular Risks, and Lipoproteins
article

Association of the TyHGB index with incident stroke in middle-aged and older Chinese adults: a 10-year prospective cohort study

Qin Wan, Yi-Rong Wang
article en

Abstract

Stroke remains a leading cause of disability and death among middle-aged and older adults in China. We investigated the association between baseline triglyceride/high-density lipoprotein cholesterol-glucose-body mass index (TyHGB) and incident stroke in 6956 Chinese adults aged ≥ 40 years who were free of stroke at baseline and followed for 10 years in the Luzhou component of the China Cardiometabolic Disease and Cancer Cohort (4C) Study. Cox proportional hazards models, restricted cubic spline analysis, and time-dependent receiver operating characteristic analysis were performed. During follow-up, 342 incident strokes occurred. In the fully adjusted model, the highest versus lowest TyHGB quartile was associated with higher incident stroke risk (HR = 1.843, 95% CI 1.289–2.636; P for trend = 0.003), and each 1-unit increase was associated with a 5.6% higher risk (HR = 1.056, 95% CI 1.015–1.100). Restricted cubic splines indicated a positive, approximately linear association (P for overall < 0.001; P for nonlinearity = 0.276). Stand-alone discrimination was modest but slightly higher for TyHGB than TyG or BMI (AUC 0.598 vs 0.559 and 0.560). TyHGB may provide complementary metabolic information for stroke risk assessment.

Scientific Reports
Affiliated Hospital of Southwest Medical University (CN), First Affiliated Hospital of Sichuan Medical University (CN), Shanghai Clinical Research Center (CN)
Peace, Justice and strong institutions
Openalex Percentile: Top 11%
Diabetes, Cardiovascular Risks, and Lipoproteins
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Association of the TyHGB index with incident stroke in middle-aged and older Chinese adults: a 10-year prospective cohort study — Qin Wan, Yi-Rong Wang · Scientific Reports (2026) | TGRS Research Map | TGRS