Exposure of cumulative atherogenic index of plasma and the development of prediabetes in middle-aged and elderly individuals: evidence from the CHARLS cohort study

Cardiovasc Diabetol. 2024 Sep 30;23(1):355. doi: 10.1186/s12933-024-02449-y.

Abstract

Background: The impact of dynamic changes in the degree of atherosclerosis on the development of prediabetes remains unclear. This study aims to investigate the association between cumulative atherogenic index of plasma (CumAIP) exposure during follow-up and the development of prediabetes in middle-aged and elderly individuals.

Methods: A total of 2,939 prediabetic participants from the first wave of the China Health and Retirement Longitudinal Study (CHARLS) were included. The outcomes for these patients, including progression to diabetes and regression to normal fasting glucose (NFG), were determined using data from the third wave. CumAIP was calculated as the ratio of the average AIP values measured during the first and third waves to the total exposure duration. The association between CumAIP and the development of prediabetes was analyzed using multivariable Cox regression and restricted cubic spline (RCS) regression.

Results: During a median follow-up period of 3 years, 15.21% of prediabetic patients progressed to diabetes, and 22.12% regressed to NFG. Among the groups categorized by CumAIP quartiles, the proportion of prediabetes progressing to diabetes gradually increased (Q1: 10.61%, Q2: 13.62%, Q3: 15.65%, Q4: 20.95%), while the proportion regressing to NFG gradually decreased (Q1: 23.54%, Q2: 23.71%, Q3: 22.18%, Q4: 19.05%). Multivariable-adjusted Cox regression showed a significant positive linear correlation between high CumAIP exposure and prediabetes progression, and a significant negative linear correlation with prediabetes regression. Furthermore, in a stratified analysis, it was found that compared to married individuals, those who were unmarried (including separated, divorced, widowed, or never married) had a relatively higher risk of CumAIP-related diabetes.

Conclusion: CumAIP is closely associated with the development of prediabetes. High CumAIP exposure not only increases the risk of prediabetes progression but also hinders its regression within a certain range. These findings suggest that monitoring and maintaining appropriate AIP levels may help prevent the deterioration of blood glucose levels.

Keywords: Atherogenic index of plasma; Cumulative atherogenic index of plasma; Progression to diabetes; Regression to normal fasting glucose.

MeSH terms

  • Age Factors
  • Aged
  • Atherosclerosis* / blood
  • Atherosclerosis* / diagnosis
  • Atherosclerosis* / epidemiology
  • Biomarkers* / blood
  • Blood Glucose* / metabolism
  • China / epidemiology
  • Disease Progression*
  • Female
  • Humans
  • Longitudinal Studies
  • Male
  • Middle Aged
  • Prediabetic State* / blood
  • Prediabetic State* / diagnosis
  • Prediabetic State* / epidemiology
  • Prognosis
  • Risk Assessment
  • Risk Factors
  • Time Factors

Substances

  • Blood Glucose
  • Biomarkers