Triglyceride Glucose-Body Mass Index Is a Simple and Clinically Useful Surrogate Marker for Insulin Resistance in Nondiabetic Individuals

被引:368
作者
Er, Leay-Kiaw [1 ]
Wu, Semon [2 ,3 ]
Chou, Hsin-Hua [4 ,5 ]
Hsu, Lung -An [6 ,7 ]
Teng, Ming-Sheng [2 ]
Sun, Yu-Chen [8 ]
Ko, Yu-Lin [2 ,4 ,5 ,9 ]
机构
[1] Taipei Tzu Chi Hosp, Div Endocrinol & Metab, Dept Internal Med, Buddhist Tzu Chi Med Fdn, New Taipei, Taiwan
[2] Taipei Tzu Chi Hosp, Dept Res, Buddhist Tzu Chi Med Fdn, New Taipei, Taiwan
[3] Chinese Culture Univ, Dept Life Sci, Taipei, Taiwan
[4] Taipei Tzu Chi Hosp, Div Cardiol, Dept Internal Med, Buddhist Tzu Chi Med Fdn, New Taipei, Taiwan
[5] Taipei Tzu Chi Hosp, Cardiovasc Ctr, Buddhist Tzu Chi Med Fdn, New Taipei, Taiwan
[6] Chang Gung Mem Hosp, Dept Internal Med, Cardiovasc Div 1, Taoyuan, Taiwan
[7] Chang Gung Univ, Coll Med, Taoyuan, Taiwan
[8] Chang Gung Mem Hosp, Dept Lab Med, 199 Tung Hwa N Rd, Taipei 10591, Taiwan
[9] Tzu Chi Univ, Sch Med, Hualien, Taiwan
关键词
LIPID-ACCUMULATION PRODUCT; VISCERAL ADIPOSITY INDEX; WAIST CIRCUMFERENCE; CARDIOVASCULAR RISK; METABOLIC SYNDROME; FASTING GLUCOSE; CLAMP TECHNIQUE; TISSUE; ADIPONECTIN; ASSOCIATION;
D O I
10.1371/journal.pone.0149731
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Insulin resistance (IR) and the consequences of compensatory hyperinsulinemia are pathogenic factors for a set of metabolic abnormalities, which contribute to the development of diabetes mellitus and cardiovascular diseases. We compared traditional lipid levels and ratios and combined them with fasting plasma glucose (FPG) levels or adiposity status for determining their efficiency as independent risk factors for IR. Methods We enrolled 511 Taiwanese individuals for the analysis. The clinical usefulness of various parameters-such as traditional lipid levels and ratios; visceral adiposity indicators, visceral adiposity index (VAI), and lipid accumulation product (LAP); the product of triglyceride (TG) and FPG (the TyG index); TyG with adiposity status (TyG-body mass index [BMI]) and TyG-waist circumference index [WC]); and adipokine levels and ratios-was analyzed to identify IR. Results For all lipid ratios, the TG/high-density lipoprotein cholesterol (HDL-C) ratio had the highest additional percentage of variation in the homeostasis model assessment of insulin resistance (HOMA-IR; 7.0% in total); for all variables of interest, TyG-BMI and leptin-adiponectin ratio (LAR) were strongly associated with HOMA-IR, with 16.6% and 23.2% of variability, respectively. A logistic regression analysis revealed similar patterns. A receiver operating characteristic (ROC) curve analysis indicated that TG/HDL-C was a more efficient IR discriminator than other lipid variables or ratios. The area under the ROC curve (AUC) for VAI (0.734) and TyG (0.708) was larger than that for TG/HDL-C (0.707). TyG-BMI and LAR had the largest AUC (0.801 and 0.801, respectively). Conclusion TyG-BMI is a simple, powerful, and clinically useful surrogate marker for early identification of IR.
引用
收藏
页数:12
相关论文
共 38 条
[11]   THE MEANING AND USE OF THE AREA UNDER A RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1982, 143 (01) :29-36
[12]   Association of soluble intercellular adhesion molecule-1 with insulin resistance and metabolic syndrome in Taiwanese [J].
Hsu, Lung-An ;
Ko, Yu-Lin ;
Wu, Semon ;
Teng, Ming-Sheng ;
Chou, Hsin-Hua ;
Chang, Chi-Jen ;
Chang, Pi-Yueh .
METABOLISM-CLINICAL AND EXPERIMENTAL, 2009, 58 (07) :983-988
[13]   The Lipid Accumulation Product and All-cause Mortality in Patients at High Cardiovascular Risk: A PreCIS Database Study [J].
Ioachimescu, Adriana G. ;
Brennan, Danielle M. ;
Hoar, Brian M. ;
Hoogwerf, Byron J. .
OBESITY, 2010, 18 (09) :1836-1844
[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]   The lipid accumulation product is better than BMI for identifying diabetes - A population-based comparison [J].
Kahn, HS .
DIABETES CARE, 2006, 29 (01) :151-153
[16]   Mechanisms linking obesity to insulin resistance and type 2 diabetes [J].
Kahn, Steven E. ;
Hull, Rebecca L. ;
Utzschneider, Kristina M. .
NATURE, 2006, 444 (7121) :840-846
[17]   Usefulness of the triglyceride-high-density lipoprotein versus the cholesterol-high-density lipoprotein ratio for predicting insulin resistance and cardiometabolic risk (from the Framingham offspring cohort) [J].
Kannel, William B. ;
Vasan, Ramachandran S. ;
Keyes, Michelle J. ;
Sullivan, Lisa M. ;
Robins, Sander J. .
AMERICAN JOURNAL OF CARDIOLOGY, 2008, 101 (04) :497-501
[18]   Adipose tissue as an endocrine organ [J].
Kershaw, EE ;
Flier, JS .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2004, 89 (06) :2548-2556
[19]   Associations Between Lipid Measures and Metabolic Syndrome, Insulin Resistance and Adiponectin - Usefulness of Lipid Ratios in Korean Men and Women [J].
Kimm, Heejin ;
Lee, Sang Wha ;
Lee, Hong Soo ;
Shim, Kyung Won ;
Cho, Choo Yon ;
Yun, Ji Eun ;
Jee, Sun Ha .
CIRCULATION JOURNAL, 2010, 74 (05) :931-937
[20]   Is Waist Circumference a Better Predictor of Insulin Resistance Than Body Mass Index in U. S. Adolescents? [J].
Kotlyarevska, Kateryna ;
Wolfgram, Peter ;
Lee, Joyce M. .
JOURNAL OF ADOLESCENT HEALTH, 2011, 49 (03) :330-333