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Updated: Jan 16, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Correlation between time in range and mild cognitive impairment in older adults with type 2 diabetes mellitus
Jiajun Bao1, Tianhong Xu2, Ting Gu3
1Department of Endocrinology, Rugao People's Hospital, Rugao, Jiangsu, China.
Aims:
To investigate the association between time in range (TIR) and mild cognitive impairment (MCI) in older adult patients with type 2 diabetes mellitus (T2DM) and the contributions of various indicators to MCI.
Materials And Methods:
Two hundred and three participants received continuous glucose monitoring and cognitive assessments. Relative weight analysis assessed TIR and other factors' contributions to MCI. Binary logistic analysis explored TIR-MCI associations across the sample and by age and sex.
Results:
TIR showed a stronger association with MCI than diabetes duration, education, systolic blood pressure (SBP), urinary albumin-creatinine ratio (UACR), and C-peptide (25.59% relative weight). Multivariable-adjusted odds ratios (ORs) for MCI declined with increasing TIR quartile (Q) (Q1 [reference group], ≤40%; Q2, 40.3-51.1%, OR 0.402, 95% confidence interval [CI] 0.094-1.717; Q3, 51.2-61.2%, OR 0.113, 95% CI 0.023-0.565; Q4, ≥61.3%, OR 0.050, 95% CI 0.007-0.343). This protective association remained when TIR was treated as a continuous variable and adjusted for covariates (OR 0.917, 95% CI 0.867-0.969, P = 0.002). Women with TIR ≥61.3% had lower MCI risk. Men with TIR 51.2-61.2% had lower MCI risk.
Conclusions:
Besides hemoglobin A1c, clinicians should consider low TIR as a risk factor for MCI in older T2DM patients. Women potentially require a higher TIR target to prevent MCI.
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