Abstract
Triglyceride-glucose (TyG) index is considered a simple and feasible indicator of insulin resistance (IR). This study aims to delve into the association and interaction of TyG index on the risk of prehypertension in Chinese adults. A community based cross-sectional survey conducted in Chinese population. Eligible participants were recruited, and questionnaire survey, anthropometric tests, and blood samples collection were performed. TyG index was obtained as ln [fasting TG(mg/dl) × FPG(mg/dl)/2]. Logistic regression model and the area under the receiver-operating characteristics (ROC) curves (AUC) were analyzed. Interaction analysis was conducted by calculating relative excess risk for interaction (RERI), attributable proportion for interaction (AP) as well as synergy index (SI). A total of 3115 recruited participants (1307 males and 1808 females) were aged 60.82 years on average. The prevalence of prehypertension reached 36.4% on the whole, 37.6% in male and 35.5% in female, respectively. The results of multivariable logistic regression model suggested that the adjusted OR for prehypertension was upregulated across TyG index quartiles, up to 2.06 (95% CI:1.53–2.77) for quartiles 4 versus quartiles 1. Furthermore, TyG index outperformed FPG (Z = 2.15, p = 0.032) and TG (Z = 6.10, p < 0.001) in discriminating prehypertension risk. Besides, TyG index with abdominal obesity (RERI:1.53, 95% CI:0.39–2.67; AP: 0.37, 95% CI: 0.16–0.59; SI:1.96, 95% CI:1.15–3.34) displayed a noticeable interaction on risk of prehypertension. Our study indicated that a higher TyG index rose the risk of prehypertension independently and synergistically with abdominal obesity in Chinese adults. Furthermore, it exhibited a higher predictability compared with conventional indices.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Egan BM, Stevens-Fabry S. Prehypertension-prevalence, health risks, and management strategies. Nat Rev Cardiol. 2015;12:289–300.
Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL Jr, et al. The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: the JNC 7 report. JAMA. 2003;289:2560–72.
Xu T, Liu J, Zhu G, Liu J, Han S. Prevalence of prehypertension and associated risk factors among Chinese adults from a large-scale multi-ethnic population survey. BMC Public Health. 2016;16:775.
Kowlessur S, Hu Z, Heecharan J, Wang J, Dai J6, Tuomilehto JO, et al. Predictors of hypertension in mauritians with normotension and prehypertension at baseline: a cohort study. Int J Environ Res Public Health. 2018;15:E1394.
Huang Y, Wang S, Cai X, Mai W, Hu Y, Tang H, et al. Prehypertension and incidence of cardiovascular disease: a meta-analysis. BMC Med. 2013;11:177.
Materson BJ, Garcia-Estrada M, Degraff SB, Preston RA. Prehypertension is real and can be associated with target organ damage. J Am Soc Hypertens. 2017;11:704–8.
Fuchs FD, De Mello RB, Fuchs SC. Preventing the progression of prehypertension to hypertension: role of antihypertensives. Curr Hypertens Rep. 2015;17:505.
Zhou MS, Wang A, Yu H. Link between insulin resistance and hypertension: What is the evidence from evolutionary biology? Diabetol Metab Syndr. 2014;6:12.
Zhao H, Wang G, Zhang M, Tong W, Zhang Y. Prehypertension and insulin resistance among Mongolian people, Inner Mongolia, China. Blood Press. 2011;20:98–103.
Kawamoto R, Kohara K, Tabara Y, Abe M, Kusunoki T, Miki T, et al. Insulin resistance and prevalence of prehypertension and hypertension among community- dwelling persons. J Atheroscler Thromb. 2010;17:148–55.
Kang B, Yang Y, Lee EY, Yang HK, Kim HS, Lim SY, et al. Triglycerides/glucose index is a useful surrogate marker of insulin resistance among adolescents. Int J Obes. 2017;41:789–92.
Simental-Mendıa LE, Rodriguez-Moran M, Guerrero-Romero F. The product of fasting glucose and triglycerides as surrogate for identifying insulin resistance in apparently healthy subjects. Metab Syndr Relat Disord. 2008;6:299–304.
Guerrero-Romero F, Simental-Mendia LE, Gonzalez-Ortiz M, Martínez-Abundis E, Ramos-Zavala MG, Hernandez-Gonzalez SO, et al. The product of triglycerides and glucose, a simple measure of insulin sensitivity. Comparison with the euglycemichyperinsulinemic clamp. J Clin Endocrinol Metab. 2010;95:3347–51.
Vasques AC, Novaes FS, de Oliveira Mda S, Souza JR, Yamanaka A, Pareja JC, et al. TyG index performs better than HOMA in a Brazilian population: A hyperglycemic clamp validated study. Diabetes Res Clin Pract. 2011;93:e98–e100.
Lee SB, Ahn CW, Lee BK, Kang S, Nam JS, You JH, et al. Association between triglyceride glucose index and arterial stiffness in Korean adults. Cardiovasc Diabetol. 2018;17:41.
Li AL, Peng Q, Shao YQ, Fang X, Zhang YY. The effect of body mass index and its interaction with family history on hypertension: a case-control study. Clin Hypertens. 2019;25:6.
Writing Group of 2010 Chinese Guidelines for the Management of Hypertension. 2010 Chinese guidelines for the management of hypertension. Chine J Cardiol. 2011;39:579–616.
Chen C, Lu FC, Department of Disease Control Ministry of Health, PR China. The guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004;17:1–36.
Chu JR, Gao JL, Zhao SP, Lu GP, Zhao D, Li JJ. Blood lipid abnormity prevention guidance in Chinese adult. Chin Circulation J. 2016;31:937–53.
Alberti KG, Zimmet PZ. Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus provisional report of a WHO consultation. Diabet Med. 1998;15:539–53.
Joint Committee on Formulating Guidelines for Prevention and Treatment of Adult Dyslipidemia in China. Guidelines for the prevention and treatment of dyslipidemia in Chinese adults. Chin J Cardiovascular Dis. 2007;35:390–419.
Andersson T, Alfredsson L, Kallberg H, Zdravkovic S, Ahlbom A. Calculating measures of biological interaction. Eur J Epidemiol. 2005;20:575–9.
Knol MJ, VanderWeele TJ, Groenwold RH, Klungel OH, Rovers MM, Grobbee DE. Estimating measures of interaction on an additive scale for preventive exposures. Eur J Epidemiol. 2011;26:433–8.
Tsai PS, Ke TL, Huang CJ, Tsai JC, Chen PL, Wang SY, et al. Prevalence and determinants of prehypertension status in the Taiwanese general population. J Hypertension. 2005;23:1355–60.
Hu L, Huang X, You C, Li J, Hong K, Li P, et al. Prevalence and risk factors of prehypertension and hypertension in Southern China. PLoS ONE. 2017;12:e0170238.
Yang L, Yan J, Tang X, Xu X, Yu W, Wu H. Prevalence, awareness, treatment, control and risk factors associated with hypertension among adults in Southern China, 2013. PLoS ONE. 2016;11:e146181.
Shorakae S, Ranasinha S, Abell S, Lambert G, Lambert E, de Courten B, et al. Inter-related effects of insulin resistance, hyperandrogenism, sympathetic dysfunction and chronic inflammation in PCOS. Clin Endocrinol. 2018;89:628–33.
Potenza MA, Marasciulo FL, Chieppa DM, Brigiani GS, Formoso G, Quon MJ, et al. Insulin resistance in spontaneously hypertensive rats is associated with endothelial dysfunction characterized by imbalance between NO and ET-1 production. Am J Physiol Heart Circ Physiol. 2005;289:H813–22.
Soleimani M. Insulin resistance and hypertension: new insights. Kidney Int. 2015;87:497–9.
Prieto D, Contreras C, Sanchez A. Endothelial dysfunction, obesity and insulin resistance. Curr Vasc Pharm. 2014;12:412–26.
Simental-Mendia LE, Hernandez-Ronquillo G, Gamboa-Gomez CI, Gomez-Diaz R, Rodriguez-Moran M, Guerrero-Romero F. The triglycerides and glucose index is associated with elevated blood pressure in apparently healthy children and adolescents. Eur J Pediatr. 2019;178:1069–74.
Zheng R, Mao Y. Triglyceride and glucose (TyG) index as a predictor of incident hypertension: a 9-year longitudinal population-based study. Lipids Health Dis. 2017;16:175.
Sung KC, Lim S, Rosenson RS. Hyperinsulinemia and homeostasis model assessment of insulin resistance as predictors of hypertension: a 5-year follow-up study of Korean sample. Am J Hypertens. 2011;24:1041–5.
Kawamoto R, Kohara K, Tabara Y, Abe M, Kusunoki T, Miki T. Insulin resistance and prevalence of prehypertension and hypertension among community-dwelling persons. J Atheroscler Thromb. 2010;17:148–55.
Chen G, Lai X, Jiang Q, Chen F, Chen N, Huang H, et al. Cardiovascular disease (CVD) risk, insulin resistance and β-cell function in prehypertension population of China. Atherosclerosis. 2011;217:279–85.
Zheng R, Du Z, Wang M, Mao Y, Mao W. A longitudinal epidemiological study on the triglyceride and glucose index and the incident nonalcoholic fatty liver disease. Lipids Health Dis. 2018;17:262.
Navarro-Gonzalez D, Sanchez-Inigo L, Pastrana-Delgado J, Fernandez-Montero A, Martinez JA. Triglyceride-glucose index (TyG index) in comparison with fasting plasma glucose improved diabetes prediction in patients with normal fasting glucose: The Vascular-Metabolic CUN cohort. Prev Med. 2016;86:99–105.
Zhang M, Wang B, Liu Y, Sun X, Luo X, Wang C, et al. Cumulative increased risk of incident type 2 diabetes mellitus with increasing triglyceride glucose index in normal-weight people: The Rural Chinese Cohort Study. Cardiovasc Diabetol. 2017;16:30.
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;10:6137–46.
Kim DS, Jeong SK, Kim HR, Kim DS, Chae SW, Chae HJ. Effects of triglyceride on ER stress and insulin resistance. Biochem Biophys Res Commun. 2007;363:140–5.
Defronzo RA. Banting Lecture. From the triumvirate to the ominous octet: a new paradigm for the treatment of type 2 diabetes mellitus. Diabetes. 2009;58:773–95.
Fu ZZ, Gu JY, Guo W, Zhu XH, Gao BB, Huang XP, et al. Assessing the correlation of new simple index with insulin resistance in type 2 diabetes by Botnia clamp. Acta Universities Medicinalis Nanjing. 2013;33:641–5.
Lee SH, Han K, Yang HK, Kim MK, Yoon KH, Kwon HS, et al. Identifying subgroups of obesity using the product of triglycerides and glucose: the Korea National Health Nutrition Examination Survey, 2008–2010. Clin Endocrinol. 2015;82:213–20.
Lee SB, Kim MK, Kang S, Park K, Kim JH, Baik SJ, et al. Triglyceride glucose index is superior to the homeostasis model assessment of insulin resistance for predicting nonalcoholic fatty liver disease in Korean adults. Endocrinol Metab. 2019;34:179–86.
Zhang K, Chen Y, Liu L, Lu M, Cheng J, Gao F, et al. The triglycerides and glucose index rather than HOMA-IR is more associated with hypogonadism in Chinese men. Sci Rep. 2017;7:15874.
Irace C, Carallo C, Scavelli FB, De Franceschi MS, Esposito T, Tripolino C, et al. Markers of insulin resistance and carotid atherosclerosis. A comparison of the homeostasis model assessment and triglyceride glucose index. Int J Clin Pract. 2013;67:665–72.
Ma M, Tan X, Zhu S. Prehypertension and its optimal indicator among adults in Hubei Province, Central China, 2013–2015. Clin Exp Hypertens. 2017;39:532–8.
Ben Ali S, Belfki-Benali H, Ahmed DB, Haddad N, Jmal A, Abdennebi M, et al. Postmenopausal hypertension, abdominal obesity, apolipoprotein and insulin resistance. Clin Exp Hypertens. 2016;38:370–4.
Dali-Youcef N, Mecili M, Ricci R, Andres E. Metabolic inflammation: connecting obesity and insulin resistance. Ann Med. 2013;45:242–53.
Lin SX, Carnethon M, Szklo M, Bertoni A. Racial/ethnic differences in the association of triglycerides with other metabolic syndrome components: the Multi-Ethnic Study of Atherosclerosis. Metab Syndr Relat Disord. 2011;9:35–40.
Acknowledgements
We are grateful to all professionals and participants of the study.
Funding
This survey was financed by the Humanities and Social Sciences Planning Fund Project of the Ministry of Education of China (No. 15YJAZH085), Outstanding Young Talent Key program of College and University in Anhui province (No. gxfxZD2016146), and Higher Education Revitalization Program Project in Anhui province (2016SZZ gjh3-12).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
This study was approved by the Ethics Committee of Bengbu Medical College.
Informed consent
Written informed consent was obtained from all participants.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Xie, H., Song, J., Sun, L. et al. Independent and combined effects of triglyceride-glucose index on prehypertension risk: a cross-sectional survey in China. J Hum Hypertens 35, 207–214 (2021). https://doi.org/10.1038/s41371-020-0321-9
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41371-020-0321-9
This article is cited by
-
Central and peripheral blood pressures in relation to the triglyceride-glucose index in a Chinese population
Cardiovascular Diabetology (2024)
-
Dose-response association between dietary folate and niacin intakes with diabetes among Chinese adults: a cross-sectional study
Journal of Health, Population and Nutrition (2023)
-
Association between triglyceride glucose index and peak growth hormone in children with short stature
Scientific Reports (2021)