Type II diabetes and cognitive function among older adults in India and China-results from Harmonized Cognitive Assessment Protocol studies

Front Public Health. 2024 Nov 6:12:1474593. doi: 10.3389/fpubh.2024.1474593. eCollection 2024.

Abstract

Objective: Type II diabetes is a recognized risk factor of declining cognitive function in high-income countries. However, there is limited research on this association across low- and middle-income countries. We aimed to examine and compare the relationship between type II diabetes and cognition amongst adults aged 60 years and older for two of the largest LMICs: India and China.

Methods: Cross-sectional data was analyzed from population-based Harmonized Cognitive Assessment Protocols studies in India (n = 4,062) and China (n = 9,741). Multivariable-adjusted linear regression models examined the relationship between diabetes (self-reported or biomarker HbA1c ≥6.5%) and general cognition. Interaction testing assessed effect modification based on urban versus rural residence and educational attainment.

Results: Type II diabetes was not associated with general cognitive scores in India or China in fully adjusted models. Interaction testing revealed a positive association in rural but not urban residences in India, however this was not seen in China. Both countries showed effect modification by education attainment. In India, diabetes was associated with higher average cognitive scores among those with none or early childhood education, while the relationship was null among those with at least an upper secondary education. In China, diabetes was inversely related to average cognitive scores among those with less than lower secondary education, while the relationship was null among the remainder of the study sample.

Conclusion: The type II diabetes and cognitive function association in India and China differs from that observed in high-income countries. These findings suggest epidemiologic and nutrition transition variations. In India, health care access, urbanization and social differences between urban and rural areas may influence this relationship. In both countries, epidemiologic and nutrition patterns may adversely impact individuals from socially and financially vulnerable populations with less than lower secondary education. Longitudinal research using harmonized cognitive scores is encouraged to further investigate these findings.

Keywords: cognitive function; diabetes; education; epidemiologic transition; harmonization; nutrition transition; rural–urban.

MeSH terms

  • Aged
  • Aged, 80 and over
  • China / epidemiology
  • Cognition*
  • Cognitive Dysfunction / epidemiology
  • Cross-Sectional Studies
  • Diabetes Mellitus, Type 2* / epidemiology
  • Female
  • Humans
  • India / epidemiology
  • Male
  • Middle Aged
  • Risk Factors
  • Rural Population* / statistics & numerical data
  • Urban Population / statistics & numerical data

Grants and funding

The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Institute of Aging at the National Institute of Health (grant numbers R01 AG030153, R01 AG070953) LASI-DAD is funded by the National Institute of Aging at the National Institute of Health (grant number R01 AG051125) and CHARLS-HCAP was also funded by the National Institute of Aging at the National Institute of Health (grant number R01 AG053228).