{"title":"甘油三酯-葡萄糖-体重指数与2型糖尿病患者心血管结局和总死亡率相关","authors":"Mao-Jun Liu, Sun-Min Xiang, Xin-Qun Hu","doi":"10.4239/wjd.v16.i8.108839","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Although recent studies have reported the reliability of triglyceride-glucose index (TyG) as a biomarker for evaluation of insulin resistance, the research exploring the association of TyG-body mass index (BMI) with major cardiovascular outcomes and all-cause mortality among the type 2 diabetes mellitus (T2DM) population remains scarce.</p><p><strong>Aim: </strong>To ascertain whether TyG-BMI correlates with cardiovascular outcomes and mortality risk in individuals diagnosed with T2DM.</p><p><strong>Methods: </strong>Data were drawn from the ACCORD trial and its subsequent follow-up (ACCORDION), which together included 10190 participants. To evaluate the associations of TyG-BMI with future cardiovascular outcomes and overall mortality risk among T2DM patients, Cox's proportional-hazards model was employed. Non-linear associations and thresholds were investigated by performing restricted cubic spline regression, fitting smooth curves, and conducting piecewise regression. Additionally, we examined whether the above findings were robust through interaction and subgroup analyses. The robustness of results was further verified by a series of sensitivity assessments. Through the area under the receiver operating characteristic curve estimation, the incremental predictive power of TyG-BMI beyond conventional risk factors was also evaluated.</p><p><strong>Results: </strong>Applying multivariable Cox regression analysis, we identified a significant correlation of TyG-BMI with both cardiovascular outcomes and overall mortality. Specifically, after adjusting for multiple confounders, the cardiovascular mortality, congestive heart failure (CHF) and overall mortality risks in the highest TyG-BMI quartile were 1.74, 2.65 and 1.42 times greater, respectively, when compared to the lowest quartile. The analysis revealed that TyG-BMI was linked nonlinearly to both types of mortality, while a two-stage linear regression discerned inflection points at 252.77 for cardiovascular mortality and 245.90 for overall mortality. TyG-BMI was found to correlate positively with future CHF. Additionally, introducing TyG-BMI into conventional prediction models resulted in a substantial improvement of their predictability for cardiovascular outcomes and overall mortality when compared to incorporating TyG or BMI alone.</p><p><strong>Conclusion: </strong>Among T2DM individuals, a higher TyG-BMI is linked strongly to elevated risks of cardiovascular outcomes and overall mortality, highlighting its utility as a predictive marker for these risks.</p>","PeriodicalId":48607,"journal":{"name":"World Journal of Diabetes","volume":"16 8","pages":"108839"},"PeriodicalIF":4.6000,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12362473/pdf/","citationCount":"0","resultStr":"{\"title\":\"Triglyceride glucose-body mass index is associated with cardiovascular outcomes and overall mortality in type-2 diabetes mellitus patients.\",\"authors\":\"Mao-Jun Liu, Sun-Min Xiang, Xin-Qun Hu\",\"doi\":\"10.4239/wjd.v16.i8.108839\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Although recent studies have reported the reliability of triglyceride-glucose index (TyG) as a biomarker for evaluation of insulin resistance, the research exploring the association of TyG-body mass index (BMI) with major cardiovascular outcomes and all-cause mortality among the type 2 diabetes mellitus (T2DM) population remains scarce.</p><p><strong>Aim: </strong>To ascertain whether TyG-BMI correlates with cardiovascular outcomes and mortality risk in individuals diagnosed with T2DM.</p><p><strong>Methods: </strong>Data were drawn from the ACCORD trial and its subsequent follow-up (ACCORDION), which together included 10190 participants. To evaluate the associations of TyG-BMI with future cardiovascular outcomes and overall mortality risk among T2DM patients, Cox's proportional-hazards model was employed. Non-linear associations and thresholds were investigated by performing restricted cubic spline regression, fitting smooth curves, and conducting piecewise regression. Additionally, we examined whether the above findings were robust through interaction and subgroup analyses. The robustness of results was further verified by a series of sensitivity assessments. Through the area under the receiver operating characteristic curve estimation, the incremental predictive power of TyG-BMI beyond conventional risk factors was also evaluated.</p><p><strong>Results: </strong>Applying multivariable Cox regression analysis, we identified a significant correlation of TyG-BMI with both cardiovascular outcomes and overall mortality. Specifically, after adjusting for multiple confounders, the cardiovascular mortality, congestive heart failure (CHF) and overall mortality risks in the highest TyG-BMI quartile were 1.74, 2.65 and 1.42 times greater, respectively, when compared to the lowest quartile. The analysis revealed that TyG-BMI was linked nonlinearly to both types of mortality, while a two-stage linear regression discerned inflection points at 252.77 for cardiovascular mortality and 245.90 for overall mortality. TyG-BMI was found to correlate positively with future CHF. Additionally, introducing TyG-BMI into conventional prediction models resulted in a substantial improvement of their predictability for cardiovascular outcomes and overall mortality when compared to incorporating TyG or BMI alone.</p><p><strong>Conclusion: </strong>Among T2DM individuals, a higher TyG-BMI is linked strongly to elevated risks of cardiovascular outcomes and overall mortality, highlighting its utility as a predictive marker for these risks.</p>\",\"PeriodicalId\":48607,\"journal\":{\"name\":\"World Journal of Diabetes\",\"volume\":\"16 8\",\"pages\":\"108839\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12362473/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"World Journal of Diabetes\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.4239/wjd.v16.i8.108839\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"World Journal of Diabetes","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.4239/wjd.v16.i8.108839","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Triglyceride glucose-body mass index is associated with cardiovascular outcomes and overall mortality in type-2 diabetes mellitus patients.
Background: Although recent studies have reported the reliability of triglyceride-glucose index (TyG) as a biomarker for evaluation of insulin resistance, the research exploring the association of TyG-body mass index (BMI) with major cardiovascular outcomes and all-cause mortality among the type 2 diabetes mellitus (T2DM) population remains scarce.
Aim: To ascertain whether TyG-BMI correlates with cardiovascular outcomes and mortality risk in individuals diagnosed with T2DM.
Methods: Data were drawn from the ACCORD trial and its subsequent follow-up (ACCORDION), which together included 10190 participants. To evaluate the associations of TyG-BMI with future cardiovascular outcomes and overall mortality risk among T2DM patients, Cox's proportional-hazards model was employed. Non-linear associations and thresholds were investigated by performing restricted cubic spline regression, fitting smooth curves, and conducting piecewise regression. Additionally, we examined whether the above findings were robust through interaction and subgroup analyses. The robustness of results was further verified by a series of sensitivity assessments. Through the area under the receiver operating characteristic curve estimation, the incremental predictive power of TyG-BMI beyond conventional risk factors was also evaluated.
Results: Applying multivariable Cox regression analysis, we identified a significant correlation of TyG-BMI with both cardiovascular outcomes and overall mortality. Specifically, after adjusting for multiple confounders, the cardiovascular mortality, congestive heart failure (CHF) and overall mortality risks in the highest TyG-BMI quartile were 1.74, 2.65 and 1.42 times greater, respectively, when compared to the lowest quartile. The analysis revealed that TyG-BMI was linked nonlinearly to both types of mortality, while a two-stage linear regression discerned inflection points at 252.77 for cardiovascular mortality and 245.90 for overall mortality. TyG-BMI was found to correlate positively with future CHF. Additionally, introducing TyG-BMI into conventional prediction models resulted in a substantial improvement of their predictability for cardiovascular outcomes and overall mortality when compared to incorporating TyG or BMI alone.
Conclusion: Among T2DM individuals, a higher TyG-BMI is linked strongly to elevated risks of cardiovascular outcomes and overall mortality, highlighting its utility as a predictive marker for these risks.
期刊介绍:
The WJD is a high-quality, peer reviewed, open-access journal. The primary task of WJD is to rapidly publish high-quality original articles, reviews, editorials, and case reports in the field of diabetes. In order to promote productive academic communication, the peer review process for the WJD is transparent; to this end, all published manuscripts are accompanied by the anonymized reviewers’ comments as well as the authors’ responses. The primary aims of the WJD are to improve diagnostic, therapeutic and preventive modalities and the skills of clinicians and to guide clinical practice in diabetes. Scope: Diabetes Complications, Experimental Diabetes Mellitus, Type 1 Diabetes Mellitus, Type 2 Diabetes Mellitus, Diabetes, Gestational, Diabetic Angiopathies, Diabetic Cardiomyopathies, Diabetic Coma, Diabetic Ketoacidosis, Diabetic Nephropathies, Diabetic Neuropathies, Donohue Syndrome, Fetal Macrosomia, and Prediabetic State.