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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Difference in nutritional risk between mild cognitive impairment group and normal cognitive function elderly group
Kang Soo Lee1, Chang Hyung Hong, Hae-Kwan Cheong
1Department of Psychiatry, Yonsei University College of Medicine, Sungsan-ro 262, Seodaemun-gu, Shinchon-dong, Seoul 120-752, South Korea.
Archives of Gerontology and Geriatrics
|June 6, 2008
Summary
Mild cognitive impairment (MCI) in the elderly is linked to increased nutritional risk. Early screening for nutritional status is crucial for comprehensive geriatric care.
Area of Science:
- Gerontology
- Nutritional Science
- Cognitive Neurology
Background:
- Nutritional status is vital for cognitive health in the elderly.
- Mild cognitive impairment (MCI) affects a significant portion of the aging population.
- Understanding the relationship between MCI and nutritional risk is essential for preventative care.
Purpose of the Study:
- To investigate and compare nutritional risk between elderly individuals with mild cognitive impairment (MCI) and those with normal cognitive function (NCF).
- To identify potential associations between cognitive status and nutritional screening outcomes in a community-dwelling elderly population.
Main Methods:
- Cross-sectional study involving 490 elderly participants (253 MCI, 237 NCF) aged 60-90.
- Data collection included demographics, medical history, depression screening (K-SGDS), and the Nutritional Screening Initiative (NSI) checklist.
- Cognitive function was assessed using a battery of tests (e.g., digit span, K-BNT, AVLT), alongside physiological measurements (BP, glucose, lipids, BMI) and ApoE genotyping.
Main Results:
- Multiple logistic regression analysis revealed that MCI was significantly associated with moderate or high nutritional risk (OR=1.13, 95% CI=1.01-1.26), even after adjusting for covariates.
- This association remained significant after controlling for age, sex, education, and depression scores.
Conclusions:
- Mild cognitive impairment (MCI) in the elderly population is associated with an increased risk of malnutrition or poor nutritional status.
- Routine nutritional risk screening should be integrated into comprehensive geriatric assessments for early detection and intervention.