Evidence map›Paper›PMID 41098582›Full record

ArticleFrontiers in endocrinology2025

Association between the TyGBS index and all-cause and cardiovascular mortality in diabetic stroke patients.

Gaggui Lu, Xingyu Miao, Facai Meng, Kaifei Liu, Xiaomei Yang, Man Zhang

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Article in Frontiers in endocrinology, 2025. 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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5 · Who and what money

Authors and funding

6 authors.

Gaggui Lu *Department of Neurosurgery, Shaanxi Provincial People's Hospital, Xi'an, China.
Xingyu Miao *Department of Neurosurgery Nursing, Shaanxi Provincial People's Hospital, Xi'an, China.
Facai Meng *Department of Neurosurgery, Shaanxi Provincial People's Hospital, Xi'an, China.
Kaifei LiuDepartment of Neurosurgery, Shaanxi Provincial People's Hospital, Xi'an, China.
Xiaomei YangDepartment of Gynecology, Shaanxi Provincial People's Hospital, Xi'an, China.
Man ZhangDepartment of Neurosurgery, Shaanxi Provincial People's Hospital, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Stroke patients with diabetes face elevated mortality risks, posing a global public health challenge. The TyG (Triglyceride-Glucose) index and Oxidative Balance Score (OBS) are potential predictors of mortality, but their combined impact remains unclear. This study explores the association between Triglyceride-Glucose to Oxidative Balance Score Ratio (TyGBS) and all-cause and cardiovascular mortality in diabetic stroke patients. Methods: Data from 556 diabetic stroke patients in the NHANES 1999-2018 cohort were analyzed. Mortality outcomes were determined using the National Death Index. TyGBS, calculated as the TyG index divided by OBS, was assessed for its association with mortality through Kaplan-Meier analysis, multivariable Cox regression, restricted cubic splines (RCS), and subgroup analyses. Results: Over a mean follow-up of 73 months, 210 (49.4%) patients died, including 65 (15.3%) from cardiovascular causes. Higher TyGBS levels were significantly associated with increased mortality risks. Kaplan-Meier analysis showed the lowest mortality in the lowest TyGBS quartile (Q1) and the highest in Q4 (log-rank p<0.001). Cox regression revealed that each unit increase in TyGBS raised all-cause mortality risk by 360% (HR 4.60, 95% CI 3.21-6.59) and cardiovascular mortality risk by 357% (HR 4.57, 95% CI 2.43-8.60). The RCS analysis indicated a nonlinear association, showing a significant increase in mortality risk when TyGBS was less than 1.163 (p for nonlinearity = 0.002). Conclusion: TyGBS, a novel ratio integrating metabolic and oxidative pathways, demonstrates a critical clinical threshold for prioritizing interventions in diabetic stroke.

Indexed as

Blood GlucoseCardiovascular DiseasesDiabetes MellitusStrokeTriglyceridesAgedCause of DeathFemaleFollow-Up StudiesHumansKaplan-Meier EstimateMaleMiddle AgedNutrition SurveysRisk FactorsBlood GlucoseTriglyceridesall-cause mortalitycardiovascular mortalitydiabetesinsulin resistanceoxidative stressstrokeTyGBS

Identifiers

PMID41098582
PMCPMC12518065

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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.