title: What is the most appropriate lipid profile ratio predictor for insulin resistance in each sex? A cross-sectional study in Korean populations (The Fifth Korea National Health and Nutrition Examination Survey).
abstract: BACKGROUND
  Insulin resistance (IR) reduces reactivity of the target organ to blood insulin. Researchers have attempted to evaluate IR using various serum lipid concentration ratios. We aimed to determine the most strongly IR-predictive lipid profile ratios for each sex by studying associations between lipid concentration ratios and IR using data from the fifth Korea National Health and Nutrition Examination Survey (KNHANES V-1) 2010.
  
  
  METHODS
  Overall, 8958 individuals participated in health interview and examination surveys. Among them, 1910 individuals who completed physical examinations and 8-h fasting blood tests and were older than 20 years of age were enrolled (929 men and 981 women). The lipid-ratio-related study outcomes were the low-density lipoprotein cholesterol/high-density lipoprotein cholesterol (LDL-C/HDL-C), triglyceride (TG)/HDL-C, and non-HDL-C (LDL-C + TG/5)/HDL-C ratios. We divided subjects into 4 groups according to lipid profile ratio quartiles for a comparison of homeostasis model assessment (HOMA)-IR values. Regression analyses were performed after adjusting for the confounding factors of age, body mass index, and diabetes mellitus history.
  
  
  RESULTS
  HOMA-IR values tended to increase significantly along with LDL-C/HDL-C, TG/HDL-C, and non-HDL-C/HDL-C ratios in both sexes. In men, multiple linear regression analyses showed that after adjusting for confounding factors, a significant positive association remained only with the LDL-C/HDL-C ratio (p = 0.0238, R(2) = 0.3605, root mean squared error [MSE] =0.3512). In women, multiple linear regression analyses showed that after adjusting for confounding factors, significant positive associations remained with the LDL-C/HDL-C (p < 0.0001, R-square = 0.2329, root MSE = 0.3776), TG/HDL-C (p = 0.0001, R(2) = 0.2373, root MSE = 0.3766), and non-HDL-C/HDL-C ratios (p < 0.0001, R(2) = 0.2456, root MSE = 0.3745).
  
  
  CONCLUSIONS
  The LDL-C/HDL-C ratio in men and LDL-C/HDL-C, TG/HDL-C, and non-HDL-C/HDL-C ratios in women might be clinically significant predictors of IR in healthy Korean adults. However, additional large-scale studies are required to confirm these findings.
authors.affiliation: Department of Family Medicine, Ewha Woman's University Mokdong Hospital, 1071 AnYangCheon-Ro, YangCheon-Ku, Seoul South Korea.
authors.forename: A Ri
authors.initials: AR
authors.lastname: Byun
authors.affiliation: Department of Family Medicine, Ewha Woman's University Mokdong Hospital, 1071 AnYangCheon-Ro, YangCheon-Ku, Seoul South Korea.
authors.forename: Sang Wha
authors.initials: SW
authors.lastname: Lee
authors.affiliation: Department of Family Medicine, Ewha Woman's University Mokdong Hospital, 1071 AnYangCheon-Ro, YangCheon-Ku, Seoul South Korea.
authors.forename: Hong Soo
authors.initials: HS
authors.lastname: Lee
authors.affiliation: Department of Family Medicine, Ewha Woman's University Mokdong Hospital, 1071 AnYangCheon-Ro, YangCheon-Ku, Seoul South Korea.
authors.forename: Kyung Won
authors.initials: KW
authors.lastname: Shim
keywords: Blood cholesterol; HOMA-IR; Insulin resistance; LDL-cholesterol/HDL-cholesterol ratio; Non-HDL-cholesterol/HDL-cholesterol ratio