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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Physical activity level and future risk of mild cognitive impairment or dementia: a critically appraised topic
Gretchen E Schlosser Covell1, Charlene R Hoffman-Snyder, Kay E Wellik
1*Department of Neurology †Department of Library Services, Division of Education Administration ‡Department of Psychiatry, Mayo Clinic, Scottsdale, AZ and Phoenix, AZ.
Background:
The relationships between physical activity, cognition, and development of neurodegenerative diseases represent an area of intense research interest. Meta-analyses and prospective cohort studies show that greater levels of physical activity are associated with lower dementia risk. Most studies, however, depend on self-report data that are subject to recall and other biases. Obtaining objective and quantitative physical activity data could strengthen observational study validity.
Objective:
To examine the association between objectively measured daytime activity and mild cognitive impairment (MCI) or Alzheimer disease (AD).
Methods:
The objective was addressed through the development of a structured, critically appraised topic. We incorporated a clinical scenario, background information, a structured question, literature search strategy, critical appraisal, results, evidence summary, commentary, and bottom line conclusions. Participants included consultant and resident neurologists, clinical epidemiologists, a medical librarian, and behavioral neurology and neuropsychiatry content experts.
Results:
We selected a prospective, single-center cohort study of 716 cognitively normal elderly participants followed for 3.5 years. Greater levels of physical activity, as measured using wrist actigraphy, were associated with a lower risk of incident MCI or AD (hazard ratio, 0.477; 95% confidence interval, 0.273-0.832).
Conclusions:
Objective measurement confirms that greater levels of physical activity are associated with decreased risk of a future diagnosis of MCI or AD. Further studies are needed to confirm the temporal association of exercise and future cognitive health and understand the relevant underlying biological mechanisms.
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