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December 5, 2025Frontiers in Public Health2 citationsOpen Access

U-shaped association between BMI and cognitive impairment in middle-aged and older adults with type 2 diabetes: effect modification by lifestyle and exercise

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SPShuzhi Peng

Key Points

  • Cognitive impairment increases with BMI deviations in older adults, indicating a U-shaped link.
  • An analysis of 565 individuals with type 2 diabetes shows 51.15% experience cognitive impairment.
  • Using logistic regression and restricted cubic spline models, inflection points for BMI were identified at 23.72 and 27.77 kg/m2.
  • Living alone and physical inactivity may amplify the risk of cognitive impairment related to BMI in older adults.

Abstract

Objective To explore the correlation between body mass index (BMI) and cognitive impairment in type 2 diabetes patients through a cross-sectional observational study. Methods Data on basic information and cognitive impairment of type 2 diabetes were collected through questionnaires, and the correlation between BMI and cognitive impairment of type 2 diabetes was analyzed using logistic regression model, restricted cubic spline (RCS) model and subgroup analysis. At the same time, the interaction between BMI and exercise, living status and other factors was tested. Results A total of 565 valid samples were included in this study and 51.15% had cognitive impairment. The mean BMI score was 24.51 ± 2.16 kg/m 2 . An inverse association between BMI score and cognitive impairment in patients with was observed in all three models. Subsequent regression analysis using RCS confirmed this nonlinear association and found two inflection points at 23.72 kg/m 2 and 27.77 kg/m 2 . Specifically, cognitive impairment increased with decreasing BMI at BMI scores 23.72 kg/m 2 , was least expressed in the interval 23.72–27.77 kg/m 2 , and increased with increasing BMI scores 27.77 kg/m 2 . In addition, the interaction between BMI and factors such as exercise and lifestyle was examined, and the results showed that the interaction did not reach the statistical significance level. Conclusion Observations indicate that the U-shaped relationship between cognitive impairment and BMI observed in middle-aged and older adults with type 2 diabetes was more pronounced in those who live alone and are physically inactive. Although the interaction test was not significant, the subgroup analysis suggested that middle-aged and older adults with type 2 diabetes who live alone and are physically inactive may need to manage their BMI more rigorously.

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Cite This Study

Shuzhi Peng (2025) studied this question.

synapsesocial.com/papers/693231118e51979591dcdf4fhttps://doi.org/10.3389/fpubh.2025.1675383
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