Generic placeholder image

Endocrine, Metabolic & Immune Disorders - Drug Targets

Editor-in-Chief

ISSN (Print): 1871-5303
ISSN (Online): 2212-3873

Research Article

Insulin Resistance Indices and Carotid Intima-media Thickness in Physically Fit Adults: CHIEF Atherosclerosis Study

Author(s): Yen-Po Lin, Yi-Chiung Hsu, Kun-Zhe Tsai, Younghoon Kwon and Gen-Min Lin*

Volume 23, Issue 11, 2023

Published on: 11 May, 2023

Page: [1442 - 1448] Pages: 7

DOI: 10.2174/1871530323666230324104737

Price: $65

conference banner
Abstract

Aims: This study aims to examine the associations between various non-insulin-based insulin resistance (nIIR) indices and subclinical atherosclerosis assessed by carotid intima-media thickness (cIMT) in young adults.

Background: nIIR indices, e.g., serum triglycerides (TG) have been reported with an association with cIMT in middle- and old-aged adults.

Objective: We examined the associations of various well-known nIIR indices reported before with cIMT in young adults.

Methods: A total of 1,822 young adults free of diabetes in Taiwan were included in 2018-2020. nIIR indices were assessed by TG concentrations, the TyG index, defined as Ln (TG *fasting glucose/2), the TG/high-density lipoprotein cholesterol (HDL-C) ratio, defined as TG divided by HDL-C, and the metabolic score for IR (METS-IR), defined as Ln[(2*fasting glucose)+TG) * body mass index (BMI)/(Ln(HDL-C))]. Multivariable linear regression analyses with adjustments for age, sex, anthropometrics, smoking, alcohol consumption, blood pressure, and total cholesterol were used to determine the associations. For TG only, HDL-C and fasting glucose were additionally adjusted.

Results: In the overall participants, there was an association between cIMT and TG (β: 0.057, p = 0.04). In subgroup analyses, cIMT was associated with TG (β: 0.127, p = 0.004), the TyG index (β: 0.119, p = 0.01), and TG/HDL-C (β: 0.081, p = 0.03) in the overweight / obese (BMI ≥25 kg/m2), while not in the normal weight individuals. However, cIMT was correlated with TG (β: 0.086, p = 0.01) and TG/HDL-C (β: 0.077, p = 0.01) in those without hyperuricemia, while not in those with hyperuricemia. No association between the METS-IR and cIMT in any young adult subgroups was observed.

Conclusion: This study highlights that some nIIR indices could be used to assess cIMT in young adults, particularly for those with obesity and those without hyperuricemia. The TG-based indices instead of the novel marker, METS-IR, are suggestive as stronger predictors of greater cIMT in young adults.

Keywords: Carotid intima-media thickness, insulin resistance, METS-IR, TG/HDL-C ratio, TyG index, young adults.

Graphical Abstract
[1]
Petersen, M.C.; Shulman, G.I. Mechanisms of insulin action and insulin resistance. Physiol. Rev., 2018, 98(4), 2133-2223.
[http://dx.doi.org/10.1152/physrev.00063.2017] [PMID: 30067154]
[2]
Yaribeygi, H.; Farrokhi, F.R.; Butler, A.E.; Sahebkar, A. Insulin resistance: Review of the underlying molecular mechanisms. J. Cell. Physiol., 2019, 234(6), 8152-8161.
[http://dx.doi.org/10.1002/jcp.27603] [PMID: 30317615]
[3]
Wu, H.; Ballantyne, C.M. Metabolic inflammation and insulin resistance in obesity. Circ. Res., 2020, 126(11), 1549-1564.
[http://dx.doi.org/10.1161/CIRCRESAHA.119.315896] [PMID: 32437299]
[4]
Zhang, X.; Ye, R.; Yu, C.; Liu, T.; Chen, X. Correlation between non-insulin-based insulin resistance indices and increased arterial stiffness measured by the cardio–ankle vascular index in non-hypertensive chinese subjects: A cross-sectional study. Front. Cardiovasc. Med., 2022, 9, 903307.
[http://dx.doi.org/10.3389/fcvm.2022.903307] [PMID: 35865388]
[5]
Khan, S.H.; Sobia, F.; Niazi, N.K.; Manzoor, S.M.; 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(1), 74.
[http://dx.doi.org/10.1186/s13098-018-0376-8] [PMID: 30323862]
[6]
Wen, J.; Wang, A.; Liu, G.; Wang, M.; Zuo, Y.; Li, W.; Zhai, Q.; Mu, Y.; Gaisano, H.Y.; He, Y.; Dou, J. Elevated triglyceride-glucose (TyG) index predicts incidence of Prediabetes: A prospective cohort study in China. Lipids Health Dis., 2020, 19(1), 226.
[http://dx.doi.org/10.1186/s12944-020-01401-9] [PMID: 33059672]
[7]
Iwani, N.A.K.Z.; Jalaludin, M.Y.; Zin, R.M.W.M.; Fuziah, M.Z.; Hong, J.Y.H.; Abqariyah, Y.; Mokhtar, A.H.; Wan Nazaimoon, W.M. Triglyceride to HDL-C ratio is associated with insulin resistance in overweight and obese children. Sci. Rep., 2017, 7(1), 40055.
[http://dx.doi.org/10.1038/srep40055] [PMID: 28059134]
[8]
Bello-Chavolla, O.Y.; Almeda-Valdes, P.; Gomez-Velasco, D.; Viveros-Ruiz, T.; Cruz-Bautista, I.; Romo-Romo, A.; Sánchez-Lázaro, D.; Meza-Oviedo, D.; Vargas-Vázquez, A.; Campos, O.A.; Sevilla-González, M.R.; Martagón, A.J.; Hernández, L.M.; Mehta, R.; Caballeros-Barragán, C.R.; Aguilar-Salinas, C.A. METS-IR, a novel score to evaluate insulin sensitivity, is predictive of visceral adiposity and incident type 2 diabetes. Eur. J. Endocrinol., 2018, 178(5), 533-544.
[http://dx.doi.org/10.1530/EJE-17-0883] [PMID: 29535168]
[9]
Aboonabi, A.; Meyer, R.R.; Singh, I. The association between metabolic syndrome components and the development of atherosclerosis. J. Hum. Hypertens., 2019, 33(12), 844-855.
[http://dx.doi.org/10.1038/s41371-019-0273-0] [PMID: 31636352]
[10]
Miao, M.; Zhou, G.; Bao, A.; Sun, Y.; Du, H.; Song, L.; Cao, Y.; You, S.; Zhong, C. Triglyceride-glucose index and common carotid artery intima-media thickness in patients with ischemic stroke. Cardiovasc. Diabetol., 2022, 21(1), 43.
[http://dx.doi.org/10.1186/s12933-022-01472-1] [PMID: 35303881]
[11]
Nimkuntod, P.; Tongdee, P. Plasma low-density lipoprotein cholesterol/high-density lipoprotein cholesterol concentration ratio and early marker of carotid artery atherosclerosis. J. Med. Assoc. Thai., 2015, 98(Suppl. 4), S58-S63.
[PMID: 26201135]
[12]
Lin, G.M.; Liu, P.Y.; Tsai, K.Z.; Lin, Y.K.; Huang, W.C.; Lavie, C.J. Cardiorespiratory fitness and carotid intima–media thickness in physically active young adults: CHIEF atherosclerosis study. J. Clin. Med., 2022, 11(13), 3653.
[http://dx.doi.org/10.3390/jcm11133653] [PMID: 35806938]
[13]
Lin, G.M.; Tsai, K.Z.; Chang, Y.C.; Huang, W.C.; Sui, X.; Lavie, C.J. Muscular strength and carotid intima–media thickness in physically fit young adults: The CHIEF atherosclerosis study. J. Clin. Med., 2022, 11(18), 5462.
[http://dx.doi.org/10.3390/jcm11185462] [PMID: 36143108]
[14]
Lin, G.M.; Li, Y.H.; Lee, C.J.; Shiang, J.C.; Lin, K.H.; Chen, K.W.; Chen, Y.J.; Wu, C.F.; Lin, B.S.; Yu, Y.S.; Lin, F.; Su, F.Y.; Wang, C.H. Rationale and design of the cardiorespiratory fitness and hospitalization events in armed forces study in Eastern Taiwan. World J. Cardiol., 2016, 8(8), 464-471.
[http://dx.doi.org/10.4330/wjc.v8.i8.464] [PMID: 27621774]
[15]
Tsai, K.Z.; Liu, P.Y.; Huang, W.C.; Lima, J.A.C.; Lavie, C.J.; Lin, G.M. Sex-specific cardiometabolic risk markers of left ventricular mass in physically active young adults: the CHIEF heart study. Sci. Rep., 2022, 12(1), 11536.
[http://dx.doi.org/10.1038/s41598-022-15818-y] [PMID: 35798830]
[16]
Hsu, C.Y.; Liu, P.Y.; Liu, S.H.; Kwon, Y.; Lavie, C.J.; Lin, G.M. Machine learning for electrocardiographic features to identify left atrial enlargement in young adults: CHIEF heart study. Front. Cardiovasc. Med., 2022, 9, 840585.
[http://dx.doi.org/10.3389/fcvm.2022.840585] [PMID: 35299979]
[17]
Lin, K.H.; Su, F.Y.; Yang, S.N.; Liu, M.W.; Kao, C.C.; Nagamine, M.; Lin, G.M. Body mass index and association of psychological stress with exercise performance in military members: The cardiorespiratory fitness and hospitalization events in Armed Forces (CHIEF) study. Endocr. Metab. Immune Disord. Drug Targets, 2021, 21(12), 2213-2219.
[http://dx.doi.org/10.2174/1871530321666210427090550] [PMID: 33906597]
[18]
Lin, YP; Tsai, KZ; Chang, CY; Su, FY; Han, CL; Lin, GM Tobacco smoking and association between betel nut chewing and metabolic abnormalities among military males: The CHIEF Study. Endocr. Metab. Immune Disord. Drug Targets., 2021, 21(2), 298-304.
[19]
Lin, J.W.; Tsai, K.Z.; Chen, K.W.; Su, F.Y.; Li, Y.H.; Lin, Y.P.; Han, C.L.; Lin, F.; Lin, Y.K.; Hsieh, C.B.; Lin, G.M. Sex-specific association between serum uric acid and elevated alanine aminotransferase in a military cohort: The CHIEF Study. Endocr. Metab. Immune Disord. Drug Targets, 2019, 19(3), 333-340.
[http://dx.doi.org/10.2174/1871530319666181129163802] [PMID: 30499423]
[20]
Lin, Y.K.; Lin, Y.P.; Lee, J.T.; Lin, C.S.; Wu, T.J.; Tsai, K.Z.; Su, F.Y.; Kwon, Y.; Hoshide, S.; Lin, G.M. Sex-specific association of hyperuricemia with cardiometabolic abnormalities in a military cohort. Medicine, 2020, 99(12), e19535.
[http://dx.doi.org/10.1097/MD.0000000000019535] [PMID: 32195957]
[21]
Labreuche, J.; Deplanque, D.; Touboul, P.J.; Bruckert, E.; Amarenco, P. Association between change in plasma triglyceride levels and risk of stroke and carotid atherosclerosis. Atherosclerosis, 2010, 212(1), 9-15.
[http://dx.doi.org/10.1016/j.atherosclerosis.2010.02.011] [PMID: 20457452]
[22]
Eikendal, A.L.M.; Groenewegen, K.A.; Anderson, T.J.; Britton, A.R.; Engström, G.; Evans, G.W.; de Graaf, J.; Grobbee, D.E.; Hedblad, B.; Holewijn, S.; Ikeda, A.; Kitagawa, K.; Kitamura, A.; Lonn, E.M.; Lorenz, M.W.; Mathiesen, E.B.; Nijpels, G.; Dekker, J.M.; Okazaki, S.; O’Leary, D.H.; Polak, J.F.; Price, J.F.; Robertson, C.; Rembold, C.M.; Rosvall, M.; Rundek, T.; Salonen, J.T.; Sitzer, M.; Stehouwer, C.D.A.; Hoefer, I.E.; Peters, S.A.E.; Bots, M.L.; den Ruijter, H.M. USE-IMT Project Group. Common carotid intima-media thickness relates to cardiovascular events in adults aged <45 years. Hypertension, 2015, 65(4), 707-713.
[http://dx.doi.org/10.1161/HYPERTENSIONAHA.114.04658] [PMID: 25624341]
[23]
de Giorgis, T.; Marcovecchio, M.L.; Di Giovanni, I.; Giannini, C.; Chiavaroli, V.; Chiarelli, F.; Mohn, A. Triglycerides-to-HDL ratio as a new marker of endothelial dysfunction in obese prepubertal children. Eur. J. Endocrinol., 2014, 170(2), 173-180.
[http://dx.doi.org/10.1530/EJE-13-0452] [PMID: 24165018]
[24]
Li, X.; Deng, Y.P.; Yang, M.; Wu, Y.W.; Sun, S.X.; Sun, J.Z. Triglyceride to high-density lipoprotein cholesterol ratio and carotid intima-medial thickness in Chinese adolescents with newly diagnosed type 2 diabetes mellitus. Pediatr. Diabetes, 2016, 17(2), 87-92.
[http://dx.doi.org/10.1111/pedi.12250] [PMID: 25582650]
[25]
Pacifico, L.; Bonci, E.; Andreoli, G.; Romaggioli, S.; Di Miscio, R.; Lombardo, C.V.; Chiesa, C. Association of serum triglyceride-to-HDL cholesterol ratio with carotid artery intima-media thickness, insulin resistance and nonalcoholic fatty liver disease in children and adolescents. Nutr. Metab. Cardiovasc. Dis., 2014, 24(7), 737-743.
[http://dx.doi.org/10.1016/j.numecd.2014.01.010] [PMID: 24656140]
[26]
Su, W.; Wang, J.; Yu, S.; Chen, K.; Gao, Z.; Tang, X.; Wan, Q.; Luo, Z.; Ning, G.; Mu, Y. Metabolic Score for Insulin Resistance, a novel score to evaluate insulin sensitivity, is associated with the urinary albumin‐to‐creatinine ratio in Chinese adults: A cross‐sectional reaction study. J. Diabetes Investig., 2022, 13(7), 1222-1234.
[http://dx.doi.org/10.1111/jdi.13782] [PMID: 35220678]
[27]
Yoon, J.; Jung, D.; Lee, Y.; Park, B. The metabolic score for insulin resistance (METS-IR) as a predictor of incident ischemic heart disease: A longitudinal study among Korean without diabetes. J. Pers. Med., 2021, 11(8), 742.
[http://dx.doi.org/10.3390/jpm11080742] [PMID: 34442386]
[28]
Borrayo, G.; Basurto, L.; González-Escudero, E.; Diaz, A.; Vázquez, A.; Sánchez, L.; Hernández-González, G.O.; Barrera, S.; Degollado, J.A.; Córdova, N.; Avelar, F. TG/HDL-C ratio as cardio-metabolic biomarker even in normal weight women. Acta Endocrinol., 2018, 14(2), 261-267.
[http://dx.doi.org/10.4183/aeb.2018.261] [PMID: 31149268]
[29]
Jia, X.; Zhu, Y.; Qi, Y.; Zheng, R.; Lin, L.; Hu, C.; Zhang, Y.; Wu, X.; Qi, H.; Wei, R.; Zhang, J.; Xu, M.; Xu, Y.; Wang, T.; Zhao, Z.; Chen, Y.; Bi, Y.; Wang, W.; Li, M.; Lu, J. Association between triglyceride glucose index and carotid intima‐media thickness in obese and nonobese adults. J. Diabetes, 2022, 14(9), 596-605.
[http://dx.doi.org/10.1111/1753-0407.13312] [PMID: 36071605]
[30]
Teng, F.; Zhu, R.; Zou, C.; Xue, Y.; Yang, M.; Song, H.; Liang, J. Interaction between serum uric acid and triglycerides in relation to blood pressure. J. Hum. Hypertens., 2011, 25(11), 686-691.
[http://dx.doi.org/10.1038/jhh.2010.112] [PMID: 21160529]

Rights & Permissions Print Cite
© 2024 Bentham Science Publishers | Privacy Policy