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Updated: Jul 14, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Chronic distress and incidence of mild cognitive impairment
R S Wilson1, J A Schneider, P A Boyle
1Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL 60612, USA. rwilson@rush.edu
Objective:
Mild cognitive impairment (MCI) is associated with increased morbidity and mortality but its development is not well understood. Here we test the hypothesis that chronic psychological distress is associated with increased incidence of MCI in old age.
Methods:
Participants are older persons from two cohort studies with uniform annual clinical evaluations which included detailed cognitive testing and clinical classification of MCI. We excluded persons with dementia or MCI at baseline; follow-up data were available on 1,256 persons without cognitive impairment (95% of those eligible). At baseline, they completed a six-item measure of neuroticism (mean = 15.6, SD = 6.6), an indicator of the tendency to experience psychological distress.
Results:
During up to 12 years of follow-up, 482 persons (38%) developed MCI. Risk of MCI increased by about 2% for each one unit increase on the distress scale (relative risk [RR] = 1.02; 95% CI: 1.01, 1.04), with the association slightly stronger in men than women. Overall, a distress-prone person (score = 24, 90th percentile) was about 40% more likely to develop MCI than someone not prone to distress (score = 8, 10th percentile). Adjustment for depressive symptomatology at baseline did not substantially change results (RR = 1.02; 95% CI: 1.00, 1.03). Depressive symptoms were also related to risk of MCI but not after controlling for distress score. In mixed-effects models, higher distress score was associated with lower level of function in multiple cognitive domains at baseline and more rapid cognitive decline, especially in episodic memory.
Conclusion:
Among older persons without manifest cognitive impairment, higher level of chronic psychological distress is associated with increased incidence of mild cognitive impairment.
Insights
Chronic psychological distress increases the risk of developing mild cognitive impairment (MCI) in older adults. This study found that higher distress levels are linked to a greater likelihood of MCI incidence over time.
Area of Science:
- Gerontology
- Neuroscience
- Psychiatry
Background:
- Mild cognitive impairment (MCI) is a precursor to dementia, posing significant health risks.
- The developmental pathways of MCI remain incompletely understood.
- Chronic psychological distress is a potential, yet understudied, risk factor for cognitive decline.
Purpose of the Study:
- To investigate the association between chronic psychological distress and the incidence of mild cognitive impairment in an aging population.
- To test the hypothesis that psychological distress predicts future MCI development.
Main Methods:
- Longitudinal analysis of 1,256 older adults from two cohort studies without baseline MCI or dementia.
- Annual cognitive evaluations and classification of MCI.
- Baseline assessment of psychological distress using a six-item neuroticism scale.
Main Results:
- Over 12 years, 38% of participants developed MCI.
- Each unit increase in distress score elevated MCI risk by approximately 2% (RR=1.02).
- Individuals with high distress scores showed more rapid cognitive decline, particularly in episodic memory.
Conclusions:
- Elevated chronic psychological distress is a significant risk factor for the development of mild cognitive impairment in older adults.
- Distress-related cognitive decline affects multiple domains, notably episodic memory.
- Findings suggest psychological well-being is crucial for maintaining cognitive health in aging.
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