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Updated: Sep 20, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Dietary patterns and transition from normal cognition to mild cognitive impairment and its reversion: A longitudinal
Xiaofu Du1, Bin Gao2, Jiangtao Zhang3
1Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang 310051, China.
Background:
The reversion from mild cognitive impairment (MCI) to normal cognition (NC) has received less attention than the progression to dementia. We aimed to estimate the MCI-to-NC reversion rate and examine dietary patterns associated with the cognitive transition among older adults.
Methods:
Longitudinal data from 11,211 adults aged 65 years and older were analyzed. Four dietary patterns including plant-based diet index (PDI), simplified healthy eating index (SHEI), dietary diversity score (DDS), and the Mediterranean-DASH Intervention for Neurodegenerative Delay (MIND) were assessed with the food frequency questionnaire. Cognitive function was quantified with the Mini-Mental State Examination. The multi-state Markov models were applied to estimate associations between each dietary pattern and transition of cognitive status with four states: NC, MCI, dementia, and death.
Results:
Participants (mean [SD] age, 85.80 [11.13] years; 6211 women [55.40 %] and 5000 men [44.60 %]) were followed over a mean time of 4.76 (SD = 3.14) years. The rate of reversion from MCI to NC was 9.4 %. Hazard ratios (HRs, 95 % confidence interval [CI]) for the progression from NC to MCI were 0.87 (0.77-0.97), 0.81 (0.73-0.91), 0.95 (0.92-0.99), and 0.95 (0.92-0.99) for dietary patterns of healthful PDI (hPDI), SHEI, DDS, and MIND, respectively. Besides, a better adherence to hPDI (HR = 1.21, 95 % CI = 1.03 to 1.43) and SHEI (HR = 1.20, 95 % CI = 1.02 to 1.41) was associated with increased likelihoods to revert from MCI to NC.
Conclusions:
Dietary patterns of hPDI, SHEI, DDS, and MIND were linked to decreased risks of NC-to-MCI progression, and hPDI and SHEI were associated with higher likelihoods of MCI-to-NC reversion in older adults. Interventional studies with dietary patterns were warranted to confirm our findings.
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