Evidence map›Paper›PMID 42164722›Full record

ArticleCardiovascular diagnosis and therapy2026

Association of the triglyceride glucose-body roundness index with stroke risk in middle-aged and elderly Chinese adults without diabetes: a prospective cohort study.

Zhihan Liu, Ning Huo, Yingjie Li, Yingdi Yang, Hanbing Li, Jinjian Xu

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Article in Cardiovascular diagnosis and therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Zhihan Liu *Department of Clinical Pathology, College of Health Care, Kyungwoon University, Gumi-si, Gyeongsangbuk-do, Republic of Korea.
Ning Huo *Department of Physical Therapy, College of Health Care, Kyungwoon University, Gumi-si, Gyeongsangbuk-do, Republic of Korea.
Yingjie LiQuality Control Department, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China.
Yingdi YangDepartment of Clinical Medicine, Xinjiang Medical University, Urumqi, China.ORCID https://orcid.org/0000-0001-6816-2653
Hanbing LiInstitute of Pharmacology, Department of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, China.ORCID https://orcid.org/0000-0003-3873-4061
Jinjian XuGeriatric Medicine Center, Key Laboratory of Endocrine Gland Diseases of Zhejiang Province, Department of Endocrinology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China.ORCID https://orcid.org/0009-0002-7625-6187

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Both the triglyceride-glucose index (TyG) and body roundness index (BRI) are individually associated with stroke risk, yet, each single indicator has limitations in predicting long-term risk. This study aims to evaluate the prospective association of TyG, BRI, and their combined index (TyG-BRI) with stroke incidence in non-diabetic populations. Methods: From the nationally representative China Health and Retirement Longitudinal Study (CHARLS), a multi-stage probability sampled cohort, we established an analytical cohort consisting of non-diabetic adults aged 45 years or older without pre-existing cardiovascular disease (CVD) at the May 2011 to March 2012 baseline. After excluding participants with missing data on blood glucose, lipids, or anthropometric measurements, a final sample of 7,396 participants was followed prospectively until September 2020. The TyG was computed using fasting serum levels of triglycerides (TG) and glucose, while the BRI was calculated from waist circumference (WC) and height. Incident stroke events were identified through interviews, linkage with health insurance claims data, and cross-checking of death registry records. Cox proportional hazards models estimated hazard ratio (HR) and 95% confidence interval (CI), while restricted cubic spline (RCS) analyses evaluated dose-response relationships with stroke incidence. Both multiplicative interaction terms and additive interaction indices [relative excess risk due to interaction (RERI), attributable proportion (AP), and synergy index (SI)] were used to assess joint effects. To compare the predictive performance of the models, we conducted a receiver operating characteristic (ROC) curve analysis and quantified the results using the area under the curve (AUC). Results: Index-specific exclusion for missing essential calculation parameters yielded distinct sample sizes for the analysis of stroke incidence associations with TyG (n=7,396), BRI (n=6,862), and TyG-BRI (n=6,315). During a median follow-up of 6.5 years, 440 incident stroke events were documented in the non-diabetic cohort of the TyG-BRI analysis. The mean age of the cohort was 58.17 years [with a standard deviation (SD) of 9.70]. Approximately 47% of the participants were male. In the fully adjusted model, elevated levels of TyG-BRI [comparing the highest quartile (Q4) to the lowest (Q1): HR =2.29, 95% CI: 1.58-3.33], BRI (HR =2.12, 95% CI: 1.49-3.02), and TyG (HR =1.82, 95% CI: 1.30-2.53) were all significantly associated with the risk of stroke. RCS analysis indicated a linear relationship between TyG-BRI and stroke risk (P non-linear =0.084). The TyG index and BRI exhibited a joint association with incident stroke; however, this relationship was characterized by an absence of both multiplicative and additive interaction effects. The TyG-BRI model demonstrated improved predictive performance for stroke risk relative to the basic model (AUC =0.677, P=0.02). Conclusions: In non-diabetic population, the composite index of TyG-BRI demonstrated a more robust and pronounced association with stroke risk, highlighting its potential as a superior predictive marker for stroke in non-diabetic individuals.

Indexed as

body roundness index (BRI)China Health and Retirement Longitudinal Study (CHARLS)prospective studystroke incidenceTriglyceride-glucose index (TyG)

Identifiers

PMID42164722
PMCPMC13184920

What Socratic holds

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LicenceCC BY-NC-ND
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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.