Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Baltimore, MA, United States.
Front Public Health. 2024 Nov 6;12:1474593. doi: 10.3389/fpubh.2024.1474593. eCollection 2024.
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.
Cross-sectional data was analyzed from population-based Harmonized Cognitive Assessment Protocols studies in India ( = 4,062) and China ( = 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.
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.
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.
在高收入国家,2 型糖尿病已被确认为认知功能下降的危险因素。然而,关于这一关联在中低收入国家的研究有限。我们旨在研究和比较 2 型糖尿病与 60 岁及以上成年人认知功能之间的关系,这两个最大的中低收入国家是印度和中国。
对来自印度(n=4062)和中国(n=9741)基于人群的认知评估方案的横断面数据分析。多变量调整线性回归模型检验了糖尿病(自我报告或生物标志物 HbA1c≥6.5%)与总体认知之间的关系。交互检验根据城市与农村居住和教育程度评估了效应修饰。
在完全调整的模型中,2 型糖尿病与印度或中国的总体认知评分无关。交互检验显示,在印度的农村地区,但不在城市地区,存在正相关,但在中国没有发现这种相关性。两国都显示出教育程度的效应修饰。在印度,糖尿病与无或幼儿教育程度的人平均认知评分较高相关,而在至少接受过中等以上教育程度的人中,这种关系则为零。在中国,糖尿病与受教育程度较低的人平均认知评分呈负相关,而在其余研究样本中,这种关系则为零。
印度和中国 2 型糖尿病与认知功能的关联与高收入国家不同。这些发现表明了流行病学和营养转型的差异。在印度,医疗保健的可及性、城市化以及城乡之间的社会差异可能影响这一关系。在这两个国家,流行病学和营养模式可能对受教育程度较低、社会和经济地位较低的人群产生不利影响。鼓励使用标准化认知评分进行纵向研究,以进一步探讨这些发现。