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Updated: Jun 6, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Diet and cognition in older people in Mexico City
Arturo F Martínez-Rodríguez1, Guillermo Salinas-Escudero2, Elsy A García-Villegas3
1Department of Epidemiology, University of Groningen, Groningen, Netherlands.
Background:
Specific dietary compounds are essential for cognitive health.
Objective:
To examine differences in the consumption of macronutrients and inorganic nutrients between people with a higher and lower risk of cognitive impairment.
Material And Methods:
Cross-sectional analysis of the 3Ollin study. Minimal Mental State Examination determined cognitive status. Two groups were obtained from the median of the score: higher and lower risk of cognitive deterioration. Diet was assessed using two 24-hour recalls. Descriptive statistics and comparison analysis of medians using Mann-Whitney U and Spearman correlation analysis were performed between nutrients and MMSE scores. The results were considered statistically significant when p ≤ 0.05.
Results:
Data from 425 people were analyzed; the median age was 71 years (P25-P75 = 65-77). In the group with a lower risk of cognitive impairment, a higher consumption of calories, protein, carbohydrates, fiber, folate, phosphorus, ascorbic acid, vitamin E, alpha-tocopherol, vitamin B6, vitamin B12, zinc, selenium, and lycopene were observed. Also, a greater consumption of fruits and vegetables (p < 0.005).
Conclusions:
There are significant differences in diet between groups at risk for cognitive impairment.
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