Triglyceride-glucose index predicts type 2 diabetes mellitus more effectively than oral glucose tolerance test-derived insulin sensitivity and secretion markers

被引:10
作者
Lee, Min Jin [1 ,2 ]
Bae, Ji Hyun [1 ,2 ]
Khang, Ah Reum [1 ,2 ]
Yi, Dongwon [1 ,2 ]
Yun, Mi Sook [3 ]
Kang, Yang Ho [1 ,2 ,4 ]
机构
[1] Pusan Natl Univ, Yangsan Hosp, Sch Med, Div Endocrinol & Metab,Dept Internal Med, Yangsan, South Korea
[2] Pusan Natl Univ, Yangsan Hosp, Res Inst Convergence Biomed Sci & Technol, Yangsan, South Korea
[3] Pusan Natl Univ, Yangsan Hosp, Res Inst Convergence Biomed Sci & Technol, Div Biostat, Yangsan, South Korea
[4] Pusan Natl Univ, Yangsan Hosp, Sch Med, Dept Internal Med, 20 Geumo Ro, Yangsan 50612, South Korea
关键词
Triglyceride glucose index; Triglyceride; Type; 2; diabetes; Insulin resistance; Insulin secretion; FASTING PLASMA-GLUCOSE; BETA-CELL FUNCTION; DISPOSITION INDEX; TYG INDEX; RISK; POPULATION; RESISTANCE; PATTERNS; PRODUCT; OGTT;
D O I
10.1016/j.diabres.2024.111640
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims: We explored the role of the triglyceride-glucose (TyG) index as an early and superior predictor of type 2 diabetes mellitus (T2DM) in individuals with normal glucose tolerance (NGT) using a community-based Korean cohort over 18 years. Methods: We retrospectively examined 6,072 adults with NGT from the Korean Genome and Epidemiology Study. Cox proportional hazard regression models were employed to evaluate the risk of incidence of T2DM and receiver operating characteristic analysis was used to calculate the area under the curve (AUC). Results: At baseline, the TyG index correlated with the homeostasis model assessment of insulin resistance (HOMA-IR) and the composite insulin sensitivity index (ISI) (beta: 0.045, p < 0.001; beta: -0.105, p < 0.001, respectively). Over the 18-year follow-up period, 999 individuals developed T2DM. An increase in the TyG quartile independently predicted the incidence of T2DM [hazard ratio, 2.36 (1.9-2.93) for Q4]. The AUC value of the TyG index was 0.642, the highest value among HOMA-IR and OGTT-derived insulin sensitivity and secretion markers. Conclusions: The TyG index is associated with HOMA-IR and composite ISI even with NGT. The TyG index demonstrated independent predictability for T2DM incidence in individuals with NGT, better than OGTT-derived insulin sensitivity and secretion markers.
引用
收藏
页数:9
相关论文
共 37 条
[1]  
Amer Diabet Assoc, 2013, DIABETES CARE, V36, pS67, DOI [10.2337/dc13-S067, 10.2337/dc11-S011, 10.2337/dc10-S011, 10.2337/dc14-S081, 10.2337/dc12-s064, 10.2337/dc12-s011, 10.2337/dc11-S062, 10.2337/dc13-S011, 10.2337/dc10-S062]
[2]   The Box-Cox Transformation: Review and Extensions [J].
Atkinson, Anthony C. ;
Riani, Marco ;
Corbellini, Aldo .
STATISTICAL SCIENCE, 2021, 36 (02) :239-255
[3]   Diabetes Fact Sheet in Korea 2021 [J].
Bae, Jae Hyun ;
Han, Kyung-Do ;
Ko, Seung-Hyun ;
Yang, Ye Seul ;
Choi, Jong Han ;
Choi, Kyung Mook ;
Kwon, Hyuk-Sang ;
Won, Kyu Chang .
DIABETES & METABOLISM JOURNAL, 2022, 46 (03) :417-426
[4]   Current diagnostic criteria identify risk for type 2 diabetes too late [J].
Bergman, Michael ;
Buysschaert, Martin ;
Ceriello, Antonio ;
Hussain, Akhtar ;
Mohan, Viswanathan ;
Sesti, Giorgio ;
Tuomilehto, Jaakko .
LANCET DIABETES & ENDOCRINOLOGY, 2023, 11 (04) :224-226
[5]   Elevated triglyceride-glucose (TyG) index predicts impaired islet β-cell function: A hospital-based cross-sectional study [J].
Chen, Zi ;
Wen, Jie .
FRONTIERS IN ENDOCRINOLOGY, 2022, 13
[6]   Abnormal liver function test predicts type 2 diabetes [J].
Cho, Nam H. ;
Jang, Hak C. ;
Choi, Sung Hee ;
Kim, Hyung R. ;
Lee, Hong Kyu ;
Chan, Juliana C. N. ;
Lim, Soo .
DIABETES CARE, 2007, 30 (10) :2566-2568
[7]   Triglyceride-glucose index predicts independently type 2 diabetes mellitus risk: A systematic review and meta-analysis of cohort studies [J].
da Silva, Alessandra ;
Silva Caldas, Ana Paula ;
Usuda Prado Rocha, Daniela Mayumi ;
Bressan, Josefina .
PRIMARY CARE DIABETES, 2020, 14 (06) :584-593
[8]   Triglyceride-glucose index and the incidence of atherosclerotic cardiovascular diseases: a meta-analysis of cohort studies [J].
Ding, Xiaobo ;
Wang, Xiaozhen ;
Wu, Jing ;
Zhang, Manli ;
Cui, Meizi .
CARDIOVASCULAR DIABETOLOGY, 2021, 20 (01)
[9]   The Product of Triglycerides and Glucose, a Simple Measure of Insulin Sensitivity. Comparison with the Euglycemic-Hyperinsulinemic Clamp [J].
Guerrero-Romero, Fernando ;
Simental-Mendia, Luis E. ;
Gonzalez-Ortiz, Manuel ;
Martinez-Abundis, Esperanza ;
Ramos-Zavala, Maria G. ;
Hernandez-Gonzalez, Sandra O. ;
Jacques-Camarena, Omar ;
Rodriguez-Moran, Martha .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2010, 95 (07) :3347-3351
[10]   Patterns of Insulin Concentration During the OGTT Predict the Risk of Type 2 Diabetes in Japanese Americans [J].
Hayashi, Tomoshige ;
Boyko, Edward J. ;
Sato, Kyoko Kogawa ;
McNeely, Marguerite J. ;
Leonetti, Donna L. ;
Kahn, Steven E. ;
Fujimoto, Wilfred Y. .
DIABETES CARE, 2013, 36 (05) :1229-1235