Association between triglyceride-glucose and triglyceride glucose body mass index with risk of prediabetes: a multicenter Chinese medical examination cohort study

Background and aimsAlthough triglyceride-glucose (TyG) indices reliably identify insulin resistance and diabetes, their link to prediabetes risk is understudied. We analyze the associations of TyG and TyG-body mass index (TyG-BMI) with prediabetes risk in a Chinese population.MethodsThis retrospecti...

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الحاوية / القاعدة:Frontiers in Endocrinology
المؤلفون الرئيسيون: Chengya Feng, Xinxing Wang, Yanni Luo
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Frontiers Media S.A. 2025-10-01
الموضوعات:
الوصول للمادة أونلاين:https://www.frontiersin.org/articles/10.3389/fendo.2025.1668021/full
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author Chengya Feng
Xinxing Wang
Yanni Luo
author_facet Chengya Feng
Xinxing Wang
Yanni Luo
author_sort Chengya Feng
collection DOAJ
container_title Frontiers in Endocrinology
description Background and aimsAlthough triglyceride-glucose (TyG) indices reliably identify insulin resistance and diabetes, their link to prediabetes risk is understudied. We analyze the associations of TyG and TyG-body mass index (TyG-BMI) with prediabetes risk in a Chinese population.MethodsThis retrospective cohort study used data from 11 urban physical-examination centers of the Rich Healthcare Group. A total of 161606 Chinese adults free of diabetes at baseline were included. Participants were categorized by quartiles of the TyG index and the TyG-BMI. Cox proportional hazards regression and Kaplan–Meier analyses were used to estimate the associations between these exposures and incident prediabetes. Restricted cubic splines with piecewise Cox models were applied to explore potential non-linear relationships and identify inflection points. Subgroup and sensitivity analyses were performed to assess the robustness of the findings.ResultsOver a median follow-up of 3.0 years, 18339 participants (11.3%) developed incident prediabetes. After multivariable adjustment, both TyG and TyG-BMI were positively associated with prediabetes risk. Restricted cubic splines revealed non-linear relationships (P < 0.001) with distinct threshold effects. The associations were stronger among adults younger than 45 years and among women, with significant additive interactions observed. Kaplan–Meier curves showed the highest cumulative incidence of prediabetes in the top quartiles of both TyG and TyG-BMI.ConclusionsIn this Chinese cohort, TyG and TyG-BMI showed non-linear associations with incident prediabetes, with steeper risk increases among women and adults younger than 45 years. These indices may identify high-risk insulin resistance states preceding dysglycemia.
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spelling doaj-art-e38de07edeb043e297ad2e06d23de83b2025-10-10T04:15:18ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922025-10-011610.3389/fendo.2025.16680211668021Association between triglyceride-glucose and triglyceride glucose body mass index with risk of prediabetes: a multicenter Chinese medical examination cohort studyChengya Feng0Xinxing Wang1Yanni Luo2Department of Clinical Laboratory, Deyang Jingyang Maternal and Child Health Hospital, Deyang, Sichuan, ChinaDepartment of Clinical Laboratory, Chengdu BOE Hospital, Chengdu, Sichuan, ChinaDepartment of Clinical Laboratory, The First People’s Hospital of Nanning, Nanning, ChinaBackground and aimsAlthough triglyceride-glucose (TyG) indices reliably identify insulin resistance and diabetes, their link to prediabetes risk is understudied. We analyze the associations of TyG and TyG-body mass index (TyG-BMI) with prediabetes risk in a Chinese population.MethodsThis retrospective cohort study used data from 11 urban physical-examination centers of the Rich Healthcare Group. A total of 161606 Chinese adults free of diabetes at baseline were included. Participants were categorized by quartiles of the TyG index and the TyG-BMI. Cox proportional hazards regression and Kaplan–Meier analyses were used to estimate the associations between these exposures and incident prediabetes. Restricted cubic splines with piecewise Cox models were applied to explore potential non-linear relationships and identify inflection points. Subgroup and sensitivity analyses were performed to assess the robustness of the findings.ResultsOver a median follow-up of 3.0 years, 18339 participants (11.3%) developed incident prediabetes. After multivariable adjustment, both TyG and TyG-BMI were positively associated with prediabetes risk. Restricted cubic splines revealed non-linear relationships (P < 0.001) with distinct threshold effects. The associations were stronger among adults younger than 45 years and among women, with significant additive interactions observed. Kaplan–Meier curves showed the highest cumulative incidence of prediabetes in the top quartiles of both TyG and TyG-BMI.ConclusionsIn this Chinese cohort, TyG and TyG-BMI showed non-linear associations with incident prediabetes, with steeper risk increases among women and adults younger than 45 years. These indices may identify high-risk insulin resistance states preceding dysglycemia.https://www.frontiersin.org/articles/10.3389/fendo.2025.1668021/fulltriglyceride-glucose indextriglyceride-glucose–body mass indexprediabetesChinese adultscohort study
spellingShingle Chengya Feng
Xinxing Wang
Yanni Luo
Association between triglyceride-glucose and triglyceride glucose body mass index with risk of prediabetes: a multicenter Chinese medical examination cohort study
triglyceride-glucose index
triglyceride-glucose–body mass index
prediabetes
Chinese adults
cohort study
title Association between triglyceride-glucose and triglyceride glucose body mass index with risk of prediabetes: a multicenter Chinese medical examination cohort study
title_full Association between triglyceride-glucose and triglyceride glucose body mass index with risk of prediabetes: a multicenter Chinese medical examination cohort study
title_fullStr Association between triglyceride-glucose and triglyceride glucose body mass index with risk of prediabetes: a multicenter Chinese medical examination cohort study
title_full_unstemmed Association between triglyceride-glucose and triglyceride glucose body mass index with risk of prediabetes: a multicenter Chinese medical examination cohort study
title_short Association between triglyceride-glucose and triglyceride glucose body mass index with risk of prediabetes: a multicenter Chinese medical examination cohort study
title_sort association between triglyceride glucose and triglyceride glucose body mass index with risk of prediabetes a multicenter chinese medical examination cohort study
topic triglyceride-glucose index
triglyceride-glucose–body mass index
prediabetes
Chinese adults
cohort study
url https://www.frontiersin.org/articles/10.3389/fendo.2025.1668021/full
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