Predictive effect of triglyceride-glucose index on clinical events in patients with type 2 diabetes mellitus and acute myocardial infarction: results from an observational cohort study in China

被引:78
作者
Zhang, Yue [1 ]
Ding, Xiaosong [1 ]
Hua, Bing [1 ]
Liu, Qingbo [1 ]
Gao, Hui [1 ]
Chen, Hui [1 ]
Zhao, Xue-Qiao [2 ]
Li, Weiping [1 ,3 ]
Li, Hongwei [1 ,3 ,4 ]
机构
[1] Capital Med Univ, Beijing Friendship Hosp, Cardiovasc Ctr, Dept Cardiol, 95 Yongan Rd, Beijing 100050, Peoples R China
[2] Univ Washington, Clin Atherosclerosis Res Lab, Div Cardiol, Seattle, WA 98195 USA
[3] Beijing Key Lab Metab Disorder Related Cardiovasc, Beijing, Peoples R China
[4] Capital Med Univ, Dept Geriatr, Beijing Friendship Hosp, Cardiovasc Ctr, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Insulin resistance (IR); Triglyceride-glucose index (TyG index); Type 2 diabetes mellitus (T2DM); Acute myocardial infarction (AMI); Major adverse cardiac and cerebral events (MACCEs); INSULIN-RESISTANCE; CARDIOVASCULAR-DISEASE; ELDERLY INDIVIDUALS; TYG INDEX; ASSOCIATION; SENSITIVITY; PARAMETERS; SURROGATE; MARKERS;
D O I
10.1186/s12933-021-01236-3
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundTriglyceride glucose (TyG) index is considered a reliable alternative marker of insulin resistance and an independent predictor of cardiovascular (CV) outcomes. However, the prognostic value of TyG index in patients with type 2 diabetes mellitus (T2DM) and acute myocardial infarction (AMI) remains unclear.MethodsA total of 1932 consecutive patients with T2DM and AMI were enrolled in this study. Patients were divided into tertiles according to their TyG index levels. The incidence of major adverse cardiac and cerebral events (MACCEs) was recorded. The TyG index was calculated as the ln [fasting triglycerides (mg/dL)xfasting plasma glucose (mg/dL)/2].ResultsCompeting risk regression revealed that the TyG index was positively associated with CV death [2.71(1.92 to 3.83), p<0.001], non-fatal MI [2.02(1.32 to 3.11), p=0.001], cardiac rehospitalization [2.42(1.81 to 3.24), p<0.001], revascularization [2.41(1.63 to 3.55), p<0.001] and composite MACCEs [2.32(1.92 to 2.80), p<0.001]. The area under ROC curve of the TyG index for predicting the occurrence of MACCEs was 0.604 [(0.578 to 0.630), p<0.001], with the cut-off value of 9.30. The addition of TyG index to a baseline risk model had an incremental effect on the predictive value for MACCEs [net reclassification improvement (NRI): 0.190 (0.094 to 0.337); integrated discrimination improvement (IDI): 0.027 (0.013 to 0.041); C-index: 0.685 (0.663 to 0.707), all p<0.001].ConclusionsThe TyG index was significantly associated with MACCEs, suggesting that the TyG index may be a valid marker for risk stratification and prognosis in patients with T2DM and AMI.Trial registration Retrospectively registered.
引用
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页数:13
相关论文
共 34 条
[11]   Relationship of Insulin Resistance and Related Metabolic Variables to Coronary Artery Disease: A Mathematical Analysis [J].
Eddy, David ;
Schlessinger, Len ;
Kahn, Richard ;
Peskin, Barbara ;
Schiebinger, Rick .
DIABETES CARE, 2009, 32 (02) :361-366
[12]   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
[13]   Markers of insulin resistance and carotid atherosclerosis. A comparison of the homeostasis model assessment and triglyceride glucose index [J].
Irace, C. ;
Carallo, C. ;
Scavelli, F. B. ;
De Franceschi, M. S. ;
Esposito, T. ;
Tripolino, C. ;
Gnasso, A. .
INTERNATIONAL JOURNAL OF CLINICAL PRACTICE, 2013, 67 (07) :665-672
[14]   TyG index performs better than HOMA in a Brazilian population: A hyperglycemic clamp validated study [J].
Junqueira Vasques, Ana Carolina ;
Novaes, Fernanda Satake ;
de Oliveira, Maria da Saude ;
Matos Souza, Jose Roberto ;
Yamanaka, Ademar ;
Pareja, Jose Carlos ;
Tambascia, Marcos Antonio ;
Abdalla Saad, Mario Jose ;
Geloneze, Bruno .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2011, 93 (03) :E98-E100
[15]   Insulin resistance and hyperglycaemia in cardiovascular disease development [J].
Laakso, Markku ;
Kuusisto, Johanna .
NATURE REVIEWS ENDOCRINOLOGY, 2014, 10 (05) :293-302
[16]   Triglyceride glucose index, a marker of insulin resistance, is associated with coronary artery stenosis in asymptomatic subjects with type 2 diabetes [J].
Lee, Eun Young ;
Yang, Hae Kyung ;
Lee, Joonyub ;
Kang, Borami ;
Yang, Yeoree ;
Lee, Seung-Hwan ;
Ko, Seung-Hyun ;
Ahn, Yu-Bae ;
Cha, Bong Yun ;
Yoon, Kun-Ho ;
Cho, Hyoung .
LIPIDS IN HEALTH AND DISEASE, 2016, 15
[17]   Association between triglyceride glucose index and arterial stiffness in Korean adults [J].
Lee, Sang Bae ;
Ahn, Chul Woo ;
Lee, Byoung Kwon ;
Kang, Shinae ;
Nam, Ji Sun ;
You, Ji Hong ;
Kim, Min Jin ;
Kim, Min Kyung ;
Park, Jong Suk .
CARDIOVASCULAR DIABETOLOGY, 2018, 17
[18]   High triglyceride-glucose index is associated with poor prognosis in patients with acute ST-elevation myocardial infarction after percutaneous coronary intervention [J].
Luo, Erfei ;
Wang, Dong ;
Yan, Gaoliang ;
Qiao, Yong ;
Liu, Bo ;
Hou, Jiantong ;
Tang, Chengchun .
CARDIOVASCULAR DIABETOLOGY, 2019, 18 (01)
[19]   Triglyceride glucose index for predicting cardiovascular outcomes after percutaneous coronary intervention in patients with type 2 diabetes mellitus and acute coronary syndrome [J].
Ma, Xiaoteng ;
Dong, Lisha ;
Shao, Qiaoyu ;
Cheng, Yujing ;
Lv, Sai ;
Sun, Yan ;
Shen, Hua ;
Wang, Zhijian ;
Zhou, Yujie ;
Liu, Xiaoli .
CARDIOVASCULAR DIABETOLOGY, 2020, 19 (01)
[20]   The Triglyceride-Glucose Index Predicts Coronary Artery Disease Severity and Cardiovascular Outcomes in Patients with Non-ST-Segment Elevation Acute Coronary Syndrome [J].
Mao, Qi ;
Zhou, Denglu ;
Li, Youmei ;
Wang, Yuqing ;
Xu, Shang-Cheng ;
Zhao, Xiao-Hui .
DISEASE MARKERS, 2019, 2019 :6891537