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Published in: Cardiovascular Diabetology 1/2023

Open Access 01-12-2023 | Coronary Heart Disease | Research

Triglyceride–glucose index as a marker of adverse cardiovascular prognosis in patients with coronary heart disease and hypertension

Authors: Yahui Liu, Binbin Zhu, Weicen Zhou, Yao Du, Datun Qi, Chenxu Wang, Qianqian Cheng, You Zhang, Shan Wang, Chuanyu Gao

Published in: Cardiovascular Diabetology | Issue 1/2023

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Abstract

Background

The triglyceride–glucose (TyG) index has been proposed as a potential predictor of adverse prognosis of cardiovascular diseases (CVDs). However, its prognostic value in patients with coronary heart disease (CHD) and hypertension remains unclear.

Methods

A total of 1467 hospitalized patients with CHD and hypertension from January 2021 to December 2021 were included in this prospective and observational clinical study. The TyG index was calculated as Ln [fasting triglyceride level (mg/dL) × fasting plasma glucose level (mg/dL)/2]. Patients were divided into tertiles according to TyG index values. The primary endpoint was a compound endpoint, defined as the first occurrence of all-cause mortality or total nonfatal CVDs events within one-year follow up. The secondary endpoint was atherosclerotic CVD (ASCVD) events, including non-fatal stroke/transient ischemic attack (TIA) and recurrent CHD events. We used restricted cubic spline analysis and multivariate adjusted Cox proportional hazard models to investigate the associations of the TyG index with primary endpoint events.

Results

During the one-year follow-up period, 154 (10.5%) primary endpoint events were recorded, including 129 (8.8%) ASCVD events. After adjusting for confounding variables, for per standard deviation (SD) increase in the TyG index, the risk of incident primary endpoint events increased by 28% [hazard ratio (HR) = 1.28, 95% confidence interval (CI) 1.04–1.59]. Compared with subjects in the lowest tertile (T1), the fully adjusted HR for primary endpoint events was 1.43 (95% CI 0.90–2.26) in the middle (T2) and 1.73 (95% CI 1.06–2.82) in highest tertile (T3) (P for trend = 0.018). Similar results were observed in ASCVD events. Restricted cubic spline analysis also showed that the cumulative risk of primary endpoint events increased as TyG index increased.

Conclusions

The elevated TyG index was a potential marker of adverse prognosis in patients with CHD and hypertension.
Appendix
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Literature
1.
go back to reference Pan W, Ren Y, Yang F, Wang M, Li X, Yin D. Triglyceride glucose index is associated with obstructive coronary artery disease in hypertensive patients. Cardiovasc Diabetol. 2023;22(1):9.PubMedPubMedCentralCrossRef Pan W, Ren Y, Yang F, Wang M, Li X, Yin D. Triglyceride glucose index is associated with obstructive coronary artery disease in hypertensive patients. Cardiovasc Diabetol. 2023;22(1):9.PubMedPubMedCentralCrossRef
2.
go back to reference Wang Z, Chen Z, Zhang L, Wang X, Hao G, Zhang Z, et al. Status of hypertension in China: results from the China hypertension survey, 2012–2015. Circulation. 2018;137(22):2344–56.PubMedCrossRef Wang Z, Chen Z, Zhang L, Wang X, Hao G, Zhang Z, et al. Status of hypertension in China: results from the China hypertension survey, 2012–2015. Circulation. 2018;137(22):2344–56.PubMedCrossRef
3.
go back to reference Su J, Li Z, Huang M, Wang Y, Yang T, Ma M, et al. Triglyceride glucose index for the detection of the severity of coronary artery disease in different glucose metabolic states in patients with coronary heart disease: a RCSCD-TCM study in China. Cardiovasc Diabetol. 2022;21(1):96.PubMedPubMedCentralCrossRef Su J, Li Z, Huang M, Wang Y, Yang T, Ma M, et al. Triglyceride glucose index for the detection of the severity of coronary artery disease in different glucose metabolic states in patients with coronary heart disease: a RCSCD-TCM study in China. Cardiovasc Diabetol. 2022;21(1):96.PubMedPubMedCentralCrossRef
4.
go back to reference Tao LC, Xu JN, Wang TT, Hua F, Li JJ. Triglyceride–glucose index as a marker in cardiovascular diseases: landscape and limitations. Cardiovasc Diabetol. 2022;21(1):68.PubMedPubMedCentralCrossRef Tao LC, Xu JN, Wang TT, Hua F, Li JJ. Triglyceride–glucose index as a marker in cardiovascular diseases: landscape and limitations. Cardiovasc Diabetol. 2022;21(1):68.PubMedPubMedCentralCrossRef
5.
go back to reference Wang K, He G, Zhang Y, Yin J, Yan Y, Zhang Y, et al. Association of triglyceride–glucose index and its interaction with obesity on hypertension risk in Chinese: a population-based study. J Hum Hypertens. 2021;35(3):232–9.PubMedCrossRef Wang K, He G, Zhang Y, Yin J, Yan Y, Zhang Y, et al. Association of triglyceride–glucose index and its interaction with obesity on hypertension risk in Chinese: a population-based study. J Hum Hypertens. 2021;35(3):232–9.PubMedCrossRef
6.
go back to reference Zhao Y, Yang X, Wu Y, Huang H, Hu F, Zhang M, et al. Association of triglyceride–glucose index and its 6-year change with risk of hypertension: a prospective cohort study. Nutr Metab Cardiovasc Dis. 2023;33(3):568–76.PubMedCrossRef Zhao Y, Yang X, Wu Y, Huang H, Hu F, Zhang M, et al. Association of triglyceride–glucose index and its 6-year change with risk of hypertension: a prospective cohort study. Nutr Metab Cardiovasc Dis. 2023;33(3):568–76.PubMedCrossRef
7.
go back to reference Sajdeya O, Beran A, Mhanna M, Alharbi A, Burmeister C, Abuhelwa Z, et al. Triglyceride glucose index for the prediction of subclinical atherosclerosis and arterial stiffness: a meta-analysis of 37,780 individuals. Curr Probl Cardiol. 2022;47(12): 101390.PubMedCrossRef Sajdeya O, Beran A, Mhanna M, Alharbi A, Burmeister C, Abuhelwa Z, et al. Triglyceride glucose index for the prediction of subclinical atherosclerosis and arterial stiffness: a meta-analysis of 37,780 individuals. Curr Probl Cardiol. 2022;47(12): 101390.PubMedCrossRef
8.
go back to reference Baydar O, Kilic A, Okcuoglu J, Apaydin Z, Can MM. The triglyceride–glucose index, a predictor of insulin resistance, is associated with subclinical atherosclerosis. Angiology. 2021;72(10):994–1000.PubMedCrossRef Baydar O, Kilic A, Okcuoglu J, Apaydin Z, Can MM. The triglyceride–glucose index, a predictor of insulin resistance, is associated with subclinical atherosclerosis. Angiology. 2021;72(10):994–1000.PubMedCrossRef
9.
go back to reference Li W, Chen D, Tao Y, Lu Z, Wang D. Association between triglyceride–glucose index and carotid atherosclerosis detected by ultrasonography. Cardiovasc Diabetol. 2022;21(1):137.PubMedPubMedCentralCrossRef Li W, Chen D, Tao Y, Lu Z, Wang D. Association between triglyceride–glucose index and carotid atherosclerosis detected by ultrasonography. Cardiovasc Diabetol. 2022;21(1):137.PubMedPubMedCentralCrossRef
10.
go back to reference Chen CL, Liu L, Lo K, Huang JY, Yu YL, Huang YQ, et al. Association between triglyceride glucose index and risk of new-onset diabetes among chinese adults: findings from the china health and retirement longitudinal study. Front Cardiovasc Med. 2020;7: 610322.PubMedPubMedCentralCrossRef Chen CL, Liu L, Lo K, Huang JY, Yu YL, Huang YQ, et al. Association between triglyceride glucose index and risk of new-onset diabetes among chinese adults: findings from the china health and retirement longitudinal study. Front Cardiovasc Med. 2020;7: 610322.PubMedPubMedCentralCrossRef
11.
go back to reference Sun J, Sun M, Su Y, Li M, Ma S, Zhang Y, et al. Mediation effect of obesity on the association between triglyceride–glucose index and hyperuricemia in Chinese hypertension adults. J Clin Hypertens (Greenwich). 2022;24(1):47–57.PubMedCrossRef Sun J, Sun M, Su Y, Li M, Ma S, Zhang Y, et al. Mediation effect of obesity on the association between triglyceride–glucose index and hyperuricemia in Chinese hypertension adults. J Clin Hypertens (Greenwich). 2022;24(1):47–57.PubMedCrossRef
12.
go back to reference Luo JW, Duan WH, Yu YQ, Song L, Shi DZ. Prognostic significance of triglyceride–glucose index for adverse cardiovascular events in patients with coronary artery disease: a systematic review and meta-analysis. Front Cardiovasc Med. 2021;8: 774781.PubMedPubMedCentralCrossRef Luo JW, Duan WH, Yu YQ, Song L, Shi DZ. Prognostic significance of triglyceride–glucose index for adverse cardiovascular events in patients with coronary artery disease: a systematic review and meta-analysis. Front Cardiovasc Med. 2021;8: 774781.PubMedPubMedCentralCrossRef
13.
go back to reference Yang K, Liu W. Triglyceride and glucose index and sex differences in relation to major adverse cardiovascular events in hypertensive patients without diabetes. Front Endocrinol (Lausanne). 2021;12: 761397.PubMedCrossRef Yang K, Liu W. Triglyceride and glucose index and sex differences in relation to major adverse cardiovascular events in hypertensive patients without diabetes. Front Endocrinol (Lausanne). 2021;12: 761397.PubMedCrossRef
14.
go back to reference Pepine CJ, Handberg EM, Cooper-Dehoff RM, Marks RG, Kowey P, Messerli FH, et al. A calcium antagonist vs a non-calcium antagonist hypertension treatment strategy for patients with coronary artery disease. The International Verapamil-Trandolapril Study (INVEST): a randomized controlled trial. JAMA. 2003;290(21):2805–16.PubMedCrossRef Pepine CJ, Handberg EM, Cooper-Dehoff RM, Marks RG, Kowey P, Messerli FH, et al. A calcium antagonist vs a non-calcium antagonist hypertension treatment strategy for patients with coronary artery disease. The International Verapamil-Trandolapril Study (INVEST): a randomized controlled trial. JAMA. 2003;290(21):2805–16.PubMedCrossRef
15.
go back to reference Al-Makki A, DiPette D, Whelton PK, Murad MH, Mustafa RA, Acharya S, et al. Hypertension pharmacological treatment in adults: a world health organization guideline executive summary. Hypertension (Dallas, Tex: 1979). 2002;79(1):293–301.CrossRef Al-Makki A, DiPette D, Whelton PK, Murad MH, Mustafa RA, Acharya S, et al. Hypertension pharmacological treatment in adults: a world health organization guideline executive summary. Hypertension (Dallas, Tex: 1979). 2002;79(1):293–301.CrossRef
16.
go back to reference Miao M, Zhou G, Bao A, Sun Y, Du H, Song L, et al. Triglyceride–glucose index and common carotid artery intima-media thickness in patients with ischemic stroke. Cardiovasc Diabetol. 2022;21(1):43.PubMedPubMedCentralCrossRef Miao M, Zhou G, Bao A, Sun Y, Du H, Song L, et al. Triglyceride–glucose index and common carotid artery intima-media thickness in patients with ischemic stroke. Cardiovasc Diabetol. 2022;21(1):43.PubMedPubMedCentralCrossRef
17.
go back to reference Hill MA, Yang Y, Zhang L, Sun Z, Jia G, Parrish AR, et al. Insulin resistance, cardiovascular stiffening and cardiovascular disease. Metabolism. 2021;119: 154766.PubMedCrossRef Hill MA, Yang Y, Zhang L, Sun Z, Jia G, Parrish AR, et al. Insulin resistance, cardiovascular stiffening and cardiovascular disease. Metabolism. 2021;119: 154766.PubMedCrossRef
18.
go back to reference Nam KW, Kwon HM, Lee YS. High triglyceride–glucose index is associated with early recurrent ischemic lesion in acute ischemic stroke. Sci Rep. 2021;11(1):15335.PubMedPubMedCentralCrossRef Nam KW, Kwon HM, Lee YS. High triglyceride–glucose index is associated with early recurrent ischemic lesion in acute ischemic stroke. Sci Rep. 2021;11(1):15335.PubMedPubMedCentralCrossRef
19.
go back to reference Wu Z, Liu L, Wang W, Cui H, Zhang Y, Xu J, et al. Triglyceride–glucose index in the prediction of adverse cardiovascular events in patients with premature coronary artery disease: a retrospective cohort study. Cardiovasc Diabetol. 2022;21(1):142.PubMedPubMedCentralCrossRef Wu Z, Liu L, Wang W, Cui H, Zhang Y, Xu J, et al. Triglyceride–glucose index in the prediction of adverse cardiovascular events in patients with premature coronary artery disease: a retrospective cohort study. Cardiovasc Diabetol. 2022;21(1):142.PubMedPubMedCentralCrossRef
20.
go back to reference Muller DC, Elahi D, Tobin JD, Andres R. The effect of age on insulin resistance and secretion: a review. Semin Nephrol. 1996;16(4):289–98.PubMed Muller DC, Elahi D, Tobin JD, Andres R. The effect of age on insulin resistance and secretion: a review. Semin Nephrol. 1996;16(4):289–98.PubMed
21.
go back to reference Dugani SB, Moorthy MV, Li C, Demler OV, Alsheikh-Ali AA, Ridker PM, et al. Association of lipid, inflammatory, and metabolic biomarkers with age at onset for incident coronary heart disease in women. JAMA Cardiol. 2021;6(4):437–47.PubMedCrossRef Dugani SB, Moorthy MV, Li C, Demler OV, Alsheikh-Ali AA, Ridker PM, et al. Association of lipid, inflammatory, and metabolic biomarkers with age at onset for incident coronary heart disease in women. JAMA Cardiol. 2021;6(4):437–47.PubMedCrossRef
22.
go back to reference Ma X, Dong L, Shao Q, Cheng Y, Lv S, Sun Y, et al. Triglyceride glucose index for predicting cardiovascular outcomes after percutaneous coronary intervention in patients with type 2 diabetes mellitus and acute coronary syndrome. Cardiovasc Diabetol. 2020;19(1):31.PubMedPubMedCentralCrossRef Ma X, Dong L, Shao Q, Cheng Y, Lv S, Sun Y, et al. Triglyceride glucose index for predicting cardiovascular outcomes after percutaneous coronary intervention in patients with type 2 diabetes mellitus and acute coronary syndrome. Cardiovasc Diabetol. 2020;19(1):31.PubMedPubMedCentralCrossRef
23.
go back to reference Luo E, Wang D, Yan G, Qiao Y, Liu B, Hou J, et al. High triglyceride–glucose index is associated with poor prognosis in patients with acute ST-elevation myocardial infarction after percutaneous coronary intervention. Cardiovasc Diabetol. 2019;18(1):150.PubMedPubMedCentralCrossRef Luo E, Wang D, Yan G, Qiao Y, Liu B, Hou J, et al. High triglyceride–glucose index is associated with poor prognosis in patients with acute ST-elevation myocardial infarction after percutaneous coronary intervention. Cardiovasc Diabetol. 2019;18(1):150.PubMedPubMedCentralCrossRef
24.
go back to reference Zhao Q, Zhang TY, Cheng YJ, Ma Y, Xu YK, Yang JQ, et al. Impacts of triglyceride–glucose index on prognosis of patients with type 2 diabetes mellitus and non-ST-segment elevation acute coronary syndrome: results from an observational cohort study in China. Cardiovasc Diabetol. 2020;19(1):108.PubMedPubMedCentralCrossRef Zhao Q, Zhang TY, Cheng YJ, Ma Y, Xu YK, Yang JQ, et al. Impacts of triglyceride–glucose index on prognosis of patients with type 2 diabetes mellitus and non-ST-segment elevation acute coronary syndrome: results from an observational cohort study in China. Cardiovasc Diabetol. 2020;19(1):108.PubMedPubMedCentralCrossRef
25.
go back to reference Zhang F, Zhang Y, Guo Z, Yang H, Ren M, Xing X, et al. The association of triglyceride and glucose index, and triglyceride to high-density lipoprotein cholesterol ratio with prehypertension and hypertension in normoglycemic subjects: a large cross-sectional population study. J Clin Hypertens (Greenwich). 2021;23(7):1405–12.PubMedCrossRef Zhang F, Zhang Y, Guo Z, Yang H, Ren M, Xing X, et al. The association of triglyceride and glucose index, and triglyceride to high-density lipoprotein cholesterol ratio with prehypertension and hypertension in normoglycemic subjects: a large cross-sectional population study. J Clin Hypertens (Greenwich). 2021;23(7):1405–12.PubMedCrossRef
26.
go back to reference Jung MH, Yi SW, An SJ, Yi JJ, Ihm SH, Han S, et al. Associations between the triglyceride–glucose index and cardiovascular disease in over 150,000 cancer survivors: a population-based cohort study. Cardiovasc Diabetol. 2022;21(1):52.PubMedPubMedCentralCrossRef Jung MH, Yi SW, An SJ, Yi JJ, Ihm SH, Han S, et al. Associations between the triglyceride–glucose index and cardiovascular disease in over 150,000 cancer survivors: a population-based cohort study. Cardiovasc Diabetol. 2022;21(1):52.PubMedPubMedCentralCrossRef
27.
go back to reference Kim YM, Kim JH, Park JS, Baik SJ, Chun J, Youn YH, et al. Association between triglyceride–glucose index and gastric carcinogenesis: a health checkup cohort study. Gastric Cancer. 2022;25(1):33–41.PubMedCrossRef Kim YM, Kim JH, Park JS, Baik SJ, Chun J, Youn YH, et al. Association between triglyceride–glucose index and gastric carcinogenesis: a health checkup cohort study. Gastric Cancer. 2022;25(1):33–41.PubMedCrossRef
28.
go back to reference Sanchez-Inigo L, Navarro-Gonzalez D, Fernandez-Montero A, Pastrana-Delgado J, Martinez JA. The TyG index may predict the development of cardiovascular events. Eur J Clin Invest. 2016;46(2):189–97.PubMedCrossRef Sanchez-Inigo L, Navarro-Gonzalez D, Fernandez-Montero A, Pastrana-Delgado J, Martinez JA. The TyG index may predict the development of cardiovascular events. Eur J Clin Invest. 2016;46(2):189–97.PubMedCrossRef
29.
go back to reference Akbar MR, Pranata R, Wibowo A, Sihite TA, Martha JW. The association between triglyceride–glucose index and major adverse cardiovascular events in patients with acute coronary syndrome: dose-response meta-analysis. Nutr Metab Cardiovasc Dis. 2021;31(11):3024–30.PubMedCrossRef Akbar MR, Pranata R, Wibowo A, Sihite TA, Martha JW. The association between triglyceride–glucose index and major adverse cardiovascular events in patients with acute coronary syndrome: dose-response meta-analysis. Nutr Metab Cardiovasc Dis. 2021;31(11):3024–30.PubMedCrossRef
30.
go back to reference Zhao Q, Zhang TY, Cheng YJ, Ma Y, Xu YK, Yang JQ, et al. Triglyceride–glucose index as a surrogate marker of insulin resistance for predicting cardiovascular outcomes in nondiabetic patients with non-ST-segment elevation acute coronary syndrome undergoing percutaneous coronary intervention. J Atheroscler Thromb. 2021;28(11):1175–94.PubMedCrossRef Zhao Q, Zhang TY, Cheng YJ, Ma Y, Xu YK, Yang JQ, et al. Triglyceride–glucose index as a surrogate marker of insulin resistance for predicting cardiovascular outcomes in nondiabetic patients with non-ST-segment elevation acute coronary syndrome undergoing percutaneous coronary intervention. J Atheroscler Thromb. 2021;28(11):1175–94.PubMedCrossRef
31.
go back to reference Jin JL, Cao YX, Wu LG, You XD, Guo YL, Wu NQ, et al. Triglyceride glucose index for predicting cardiovascular outcomes in patients with coronary artery disease. J Thorac Dis. 2018;10(11):6137–46.PubMedPubMedCentralCrossRef Jin JL, Cao YX, Wu LG, You XD, Guo YL, Wu NQ, et al. Triglyceride glucose index for predicting cardiovascular outcomes in patients with coronary artery disease. J Thorac Dis. 2018;10(11):6137–46.PubMedPubMedCentralCrossRef
32.
go back to reference Jin JL, Sun D, Cao YX, Guo YL, Wu NQ, Zhu CG, et al. Triglyceride glucose and haemoglobin glycation index for predicting outcomes in diabetes patients with new-onset, stable coronary artery disease: a nested case-control study. Ann Med. 2018;50(7):576–86.PubMedCrossRef Jin JL, Sun D, Cao YX, Guo YL, Wu NQ, Zhu CG, et al. Triglyceride glucose and haemoglobin glycation index for predicting outcomes in diabetes patients with new-onset, stable coronary artery disease: a nested case-control study. Ann Med. 2018;50(7):576–86.PubMedCrossRef
33.
go back to reference Gao S, Ma W, Huang S, Lin X, Yu M. Impact of triglyceride–glucose index on long-term cardiovascular outcomes in patients with myocardial infarction with nonobstructive coronary arteries. Nutr Metab Cardiovasc Dis. 2021;31(11):3184–92.PubMedCrossRef Gao S, Ma W, Huang S, Lin X, Yu M. Impact of triglyceride–glucose index on long-term cardiovascular outcomes in patients with myocardial infarction with nonobstructive coronary arteries. Nutr Metab Cardiovasc Dis. 2021;31(11):3184–92.PubMedCrossRef
34.
go back to reference Gao A, Liu J, Hu C, Liu Y, Zhu Y, Han H, et al. Association between the triglyceride glucose index and coronary collateralization in coronary artery disease patients with chronic total occlusion lesions. Lipids Health Dis. 2021;20(1):140.PubMedPubMedCentralCrossRef Gao A, Liu J, Hu C, Liu Y, Zhu Y, Han H, et al. Association between the triglyceride glucose index and coronary collateralization in coronary artery disease patients with chronic total occlusion lesions. Lipids Health Dis. 2021;20(1):140.PubMedPubMedCentralCrossRef
35.
go back to reference Huang R, Wang Z, Chen J, Bao X, Xu N, Guo S, et al. Prognostic value of triglyceride glucose (TyG) index in patients with acute decompensated heart failure. Cardiovasc Diabetol. 2022;21(1):88.PubMedPubMedCentralCrossRef Huang R, Wang Z, Chen J, Bao X, Xu N, Guo S, et al. Prognostic value of triglyceride glucose (TyG) index in patients with acute decompensated heart failure. Cardiovasc Diabetol. 2022;21(1):88.PubMedPubMedCentralCrossRef
36.
go back to reference Hoshino T, Mizuno T, Ishizuka K, Takahashi S, Arai S, Toi S, et al. Triglyceride–glucose index as a prognostic marker after ischemic stroke or transient ischemic attack: a prospective observational study. Cardiovasc Diabetol. 2022;21(1):264.PubMedPubMedCentralCrossRef Hoshino T, Mizuno T, Ishizuka K, Takahashi S, Arai S, Toi S, et al. Triglyceride–glucose index as a prognostic marker after ischemic stroke or transient ischemic attack: a prospective observational study. Cardiovasc Diabetol. 2022;21(1):264.PubMedPubMedCentralCrossRef
37.
go back to reference Zhu B, Liu Y, Zhou W, Du Y, Qi D, Wang C, et al. Clinical characteristics and outcomes of Chinese patients with coronary heart disease and resistant hypertension. J Clin Hypertens (Greenwich). 2023;25(4):350–9.PubMedCrossRef Zhu B, Liu Y, Zhou W, Du Y, Qi D, Wang C, et al. Clinical characteristics and outcomes of Chinese patients with coronary heart disease and resistant hypertension. J Clin Hypertens (Greenwich). 2023;25(4):350–9.PubMedCrossRef
38.
go back to reference Lee EY, Yang HK, Lee J, Kang B, Yang Y, Lee SH, et al. Triglyceride glucose index, a marker of insulin resistance, is associated with coronary artery stenosis in asymptomatic subjects with type 2 diabetes. Lipids Health Dis. 2016;15(1):155.PubMedPubMedCentralCrossRef Lee EY, Yang HK, Lee J, Kang B, Yang Y, Lee SH, et al. Triglyceride glucose index, a marker of insulin resistance, is associated with coronary artery stenosis in asymptomatic subjects with type 2 diabetes. Lipids Health Dis. 2016;15(1):155.PubMedPubMedCentralCrossRef
39.
go back to reference Zhang Y, Ding X, Hua B, Liu Q, Gao H, Chen H, et al. High triglyceride–glucose index is associated with poor cardiovascular outcomes in nondiabetic patients with ACS with LDL-C below 18 mmol/L. J Atheroscler Thromb. 2022;29(2):268–81.PubMedCrossRef Zhang Y, Ding X, Hua B, Liu Q, Gao H, Chen H, et al. High triglyceride–glucose index is associated with poor cardiovascular outcomes in nondiabetic patients with ACS with LDL-C below 18 mmol/L. J Atheroscler Thromb. 2022;29(2):268–81.PubMedCrossRef
40.
go back to reference Reaven G. Insulin resistance, hypertension, and coronary heart disease. J Clin Hypertens (Greenwich). 2003;5(4):269–74.PubMedCrossRef Reaven G. Insulin resistance, hypertension, and coronary heart disease. J Clin Hypertens (Greenwich). 2003;5(4):269–74.PubMedCrossRef
41.
go back to reference Mottillo S, Filion KB, Genest J, Joseph L, Pilote L, Poirier P, et al. The metabolic syndrome and cardiovascular risk a systematic review and meta-analysis. J Am Coll Cardiol. 2010;56(14):1113–32.PubMedCrossRef Mottillo S, Filion KB, Genest J, Joseph L, Pilote L, Poirier P, et al. The metabolic syndrome and cardiovascular risk a systematic review and meta-analysis. J Am Coll Cardiol. 2010;56(14):1113–32.PubMedCrossRef
42.
go back to reference de Ritter R, de Jong M, Vos RC, van der Kallen CJH, Sep SJS, Woodward M, et al. Sex differences in the risk of vascular disease associated with diabetes. Biol Sex Differ. 2020;11(1):1.PubMedPubMedCentralCrossRef de Ritter R, de Jong M, Vos RC, van der Kallen CJH, Sep SJS, Woodward M, et al. Sex differences in the risk of vascular disease associated with diabetes. Biol Sex Differ. 2020;11(1):1.PubMedPubMedCentralCrossRef
43.
go back to reference Yang J, Tang YD, Zheng Y, Li C, Zhou Q, Gao J, et al. The impact of the triglyceride–glucose index on poor prognosis in nondiabetic patients undergoing percutaneous coronary intervention. Front Endocrinol (Lausanne). 2021;12: 710240.PubMedCrossRef Yang J, Tang YD, Zheng Y, Li C, Zhou Q, Gao J, et al. The impact of the triglyceride–glucose index on poor prognosis in nondiabetic patients undergoing percutaneous coronary intervention. Front Endocrinol (Lausanne). 2021;12: 710240.PubMedCrossRef
44.
go back to reference Khan SH, Sobia F, Niazi NK, Manzoor SM, Fazal N, Ahmad F. Metabolic clustering of risk factors: evaluation of triglyceride–glucose index (TyG index) for evaluation of insulin resistance. Diabetol Metab Syndr. 2018;10:74.PubMedPubMedCentralCrossRef Khan SH, Sobia F, Niazi NK, Manzoor SM, Fazal N, Ahmad F. Metabolic clustering of risk factors: evaluation of triglyceride–glucose index (TyG index) for evaluation of insulin resistance. Diabetol Metab Syndr. 2018;10:74.PubMedPubMedCentralCrossRef
45.
46.
go back to reference Molina MN, Ferder L, Manucha W. Emerging role of nitric oxide and heat shock proteins in insulin resistance. Curr Hypertens Rep. 2016;18(1):1.PubMedCrossRef Molina MN, Ferder L, Manucha W. Emerging role of nitric oxide and heat shock proteins in insulin resistance. Curr Hypertens Rep. 2016;18(1):1.PubMedCrossRef
47.
go back to reference Nishikawa T, Kukidome D, Sonoda K, Fujisawa K, Matsuhisa T, Motoshima H, et al. Impact of mitochondrial ROS production in the pathogenesis of insulin resistance. Diabetes Res Clin Pract. 2007;77(Suppl 1):S161-164.PubMedCrossRef Nishikawa T, Kukidome D, Sonoda K, Fujisawa K, Matsuhisa T, Motoshima H, et al. Impact of mitochondrial ROS production in the pathogenesis of insulin resistance. Diabetes Res Clin Pract. 2007;77(Suppl 1):S161-164.PubMedCrossRef
48.
go back to reference Gerrits AJ, Koekman CA, van Haeften TW, Akkerman JW. Platelet tissue factor synthesis in type 2 diabetic patients is resistant to inhibition by insulin. Diabetes. 2010;59(6):1487–95.PubMedPubMedCentralCrossRef Gerrits AJ, Koekman CA, van Haeften TW, Akkerman JW. Platelet tissue factor synthesis in type 2 diabetic patients is resistant to inhibition by insulin. Diabetes. 2010;59(6):1487–95.PubMedPubMedCentralCrossRef
Metadata
Title
Triglyceride–glucose index as a marker of adverse cardiovascular prognosis in patients with coronary heart disease and hypertension
Authors
Yahui Liu
Binbin Zhu
Weicen Zhou
Yao Du
Datun Qi
Chenxu Wang
Qianqian Cheng
You Zhang
Shan Wang
Chuanyu Gao
Publication date
01-12-2023
Publisher
BioMed Central
Published in
Cardiovascular Diabetology / Issue 1/2023
Electronic ISSN: 1475-2840
DOI
https://doi.org/10.1186/s12933-023-01866-9

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