Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids

Front Endocrinol (Lausanne). 2023 Jul 17:14:1224967. doi: 10.3389/fendo.2023.1224967. eCollection 2023.

Abstract

Background: Cardiovascular disease (CVD) is a global health concern, with a significant impact on morbidity and mortality rates. Using fasting glucose, fasting triglycerides, body mass index (BMI), and high-density lipoprotein cholesterol (HDL-C), the metabolic score of insulin resistance (Mets-IR), a novel index created by Mexican researchers to assess insulin sensitivity, is a more precise way to measure insulin sensitivity. This study aimes to explore the association between Mets-IR and CVD, as well as investigate the potential mediating role of of low-density lipoprotein cholesterol (LDL-C).

Methods: The study's data came from the 2011 and 2018 China Health and Retirement Longitudinal Studies (CHARLS). We used three logistic regression models to account for the potential effects of ten factors on cardiovascular disease/stroke/heart disease. Moreover, We performed mediation analyses to evaluate the role of LDL-C in the association between Mets-IR and incident CVD.

Results: This study comprised 4,540 participants, of whom 494 (10.88%) were found to develop disease (CVD). Each interquartile range (IQR) increased in Mets-IR raised the risk of developing CVD by 38% (OR=1.38; 95% CI, 1.21-1.56) and there was a linear dose-response relationship between Mets-IR and the risk of new-onset cardiovascular disease, stroke, and heart disease (P overall<0.05, P non-linear>0.05). Approximately 5% (indirect effect/total effect) of the significant association of Mets-IR with stroke was mediated by LDL-C, respectively. With the addition of Mets-IR to the base model, the continuous net reclassification improvement and integrated discrimination improvement for predicting cardiovascular disease increased by 0.175 (P <0.001) and 0.006 (P <0.001), respectively.

Conclusion: ets-IR is associated with an increased risk of cardiovascular disease/stroke/cardiac issues, with LDL-C mediating these relationships. Improving insulin sensitivity and lipid regulation may be essential and effective preventive measures for cardiovascular events.

Keywords: CHARLS; METS-IR; cardiovascular disease; heart disease; stroke.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Cardiovascular Diseases* / epidemiology
  • Cardiovascular Diseases* / etiology
  • Cholesterol, LDL
  • Heart Diseases*
  • Humans
  • Insulin Resistance*
  • Lipids
  • Metabolic Syndrome*
  • Middle Aged
  • Stroke* / complications

Substances

  • Cholesterol, LDL
  • Lipids

Grants and funding

This study was supported by Heilongjiang University of Traditional Chinese Medicine “Double First Class” Excellent Youth Fund in Traditional Chinese and Western Medicine(HLJSYL22008) and Outstanding Young Academic Leaders Support Program of Heilongjiang University of Traditional Chinese Medicine.