Dietary intake changes the associations between long-term exposure to fine particulate matter and the surrogate indicators of insulin resistance

Environ Int. 2024 Apr:186:108626. doi: 10.1016/j.envint.2024.108626. Epub 2024 Apr 10.

Abstract

The relationship of fine particulate matter (PM2.5) exposure and insulin resistance remains inclusive. Our study aimed to investigate this association in the project of Prediction for Atherosclerotic Cardiovascular Disease Risk in China (China-PAR). Specifically, we examined the associations between long-term PM2.5 exposure and three surrogate indicators of insulin resistance: the triglyceride-glucose index (TyG), TyG with waist circumference (TyG-WC) and metabolic score for insulin resistance (METS-IR). Additionally, we explored potential effect modification of dietary intake and components. Generalized estimating equations were used to evaluate the associations between PM2.5 and the indicators with an unbalanced repeated measurement design. Our analysis incorporated a total of 162,060 observations from 99,329 participants. Each 10 μg/m3 increment of PM2.5 was associated with an increase of 0.22 % [95 % confidence interval (CI): 0.20 %, 0.25 %], 1.60 % (95 % CI: 1.53 %, 1.67 %), and 2.05 % (95 % CI: 1.96 %, 2.14 %) in TyG, TyG-WC, and METS-IR, respectively. These associations were attenuated among participants with a healthy diet, particularly those with sufficient intake of fruit and vegetable, fish or tea (pinteraction < 0.0028). For instance, among participants with a healthy diet, TyG increased by 0.11 % (95 % CI: 0.08 %, 0.15 %) per 10 μg/m3 PM2.5 increment, significantly lower than the association observed in those with an unhealthy diet. The findings of this study emphasize the potential of a healthy diet to mitigate these associations, highlighting the urgency for improving air quality and implementing dietary interventions among susceptible populations in China.

Keywords: Effect modification; Fine particulate matter; Healthy diet; Insulin resistance; Metabolic score for insulin resistance; Triglyceride-glucose index.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Air Pollutants / analysis
  • Blood Glucose / analysis
  • China
  • Diet / statistics & numerical data
  • Environmental Exposure* / statistics & numerical data
  • Female
  • Humans
  • Insulin Resistance*
  • Male
  • Middle Aged
  • Particulate Matter* / analysis
  • Triglycerides / blood

Substances

  • Particulate Matter
  • Air Pollutants
  • Blood Glucose
  • Triglycerides