The association between triglyceride-glucose index and the incidence of type 2 diabetes mellitus-a systematic review and dose-response meta-analysis of cohort studies

被引:50
作者
Pranata, Raymond [1 ]
Huang, Ian [1 ,2 ]
Irvan [1 ]
Lim, Michael Anthonius [1 ]
Vania, Rachel [1 ]
机构
[1] Univ Pelita Harapan, Fac Med, Tangerang, Indonesia
[2] Univ Padjadjaran, Hasan Sadikin Gen Hosp, Dept Internal Med, Fac Med, Bandung, Indonesia
关键词
Cohort; Diabetes; Insulin resistance; Triglyceride-glucose index; Metabolic; INSULIN-RESISTANCE; PREDICTION;
D O I
10.1007/s12020-021-02780-4
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
AbstarctAims We aimed to assess the dose-response relationship between triglyceride-glucose (TyG) index and the incidence of type 2 diabetes mellitus (T2DM). Methods We performed a comprehensive systematic literature search using PubMed, Scopus, and Embase for records published from inception until 9 February 2021. The effect estimates were reported as relative risks (RRs). Results 270,229 subjects from 14 studies were included in this systematic review and meta-analysis. The pooled incidence of T2DM was 9%. Meta-regression analysis indicates that baseline age (coefficient: 0.67, p = 0.026), drinking (coefficient: 0.03, p = 0.035), and HDL (coefficient: -0.89, p = 0.035) affected the incidence of T2DM in future. High TyG index was associated with increased incidence of T2DM in pooled unadjusted (RR 4.68 [3.01, 7.29], p < 0.001; I-2: 96.6%) and adjusted model (adjusted RR 3.54 [2.75, 4.54], p < 0.001; I-2: 83.7%). Dose-response meta-analysis for the adjusted RR showed that the linear association analysis was not significant per 0.1 increase in TyG index (RR 1.01 [0.99, 1.03], p = 0.223). There is a non-linear trend (p < 0.001) for the association between TyG index and incidence of T2DM. The dose-response curve became increasingly steeper at TyG index above 8.6. Conclusions TyG index was associated with the incidence of T2DM in a non-linear fashion.
引用
收藏
页码:254 / 262
页数:9
相关论文
共 38 条
[1]   HOMA-estimated insulin resistance is an independent predictor of cardiovascular disease in type 2 diabetic subjects - Prospective data from the Verona Diabetes Complicated Study [J].
Bonora, E ;
Formentini, G ;
Calcaterra, F ;
Lombardi, S ;
Marini, F ;
Zenari, L ;
Saggiani, F ;
Poli, M ;
Perbellini, S ;
Raffaelli, A ;
Cacciatori, V ;
Santi, L ;
Targher, G ;
Bonadonna, R ;
Muggeo, M .
DIABETES CARE, 2002, 25 (07) :1135-1141
[2]  
Calcaterra Valeria, 2019, J Clin Res Pediatr Endocrinol, DOI 10.4274/jcrpe.galenos.2019.2019.0024
[3]   Alcohol consumption and the incidence of type 2 diabetes - A 20-year follow-up of the Finnish Twin Cohort Study [J].
Carlsson, S ;
Hammar, N ;
Grill, V ;
Kaprio, J .
DIABETES CARE, 2003, 26 (10) :2785-2790
[4]   The triglyceride-glucose index, a predictor of type 2 diabetes development: A retrospective cohort study [J].
Chamroonkiadtikun, Panya ;
Ananchaisarp, Thareerat ;
Wanichanon, Worawit .
PRIMARY CARE DIABETES, 2020, 14 (02) :161-167
[5]   Deep Learning for Cardiac Image Segmentation: A Review [J].
Chen, Chen ;
Qin, Chen ;
Qiu, Huaqi ;
Tarroni, Giacomo ;
Duan, Jinming ;
Bai, Wenjia ;
Rueckert, Daniel .
FRONTIERS IN CARDIOVASCULAR MEDICINE, 2020, 7
[6]   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
[7]   τriglycerides-glucose (TyG) index is a sensitive marker of insulin resistance in Greek children and adolescents [J].
Dikaiakou, Eirini ;
Vlachopapadopoulou, Elpis Athina ;
Paschou, Stavroula A. ;
Athanasouli, Fani ;
Panagiotopoulos, Ioannis ;
Kafetzi, Maria ;
Fotinou, Aspasia ;
Michalacos, Stephanos .
ENDOCRINE, 2020, 70 (01) :58-64
[8]   The emerging role of HDL in glucose metabolism [J].
Drew, Brian G. ;
Rye, Kerry-Anne ;
Duffy, Stephen J. ;
Barter, Philip ;
Kingwell, Bronwyn A. .
NATURE REVIEWS ENDOCRINOLOGY, 2012, 8 (04) :237-245
[9]   Impact of different ectopic fat depots on cardiovascular and metabolic diseases [J].
Ferrara, Daniele ;
Montecucco, Fabrizio ;
Dallegri, Franco ;
Carbone, Federico .
JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 234 (12) :21630-21641
[10]   Insulin resistance and impaired adipogenesis [J].
Gustafson, Birgit ;
Hedjazifar, Shahram ;
Gogg, Silvia ;
Hammarstedt, Ann ;
Smith, Ulf .
TRENDS IN ENDOCRINOLOGY AND METABOLISM, 2015, 26 (04) :193-200