Related Experiment Video
Updated: Jun 3, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Cognitive decline in prodromal Alzheimer disease and mild cognitive impairment
Robert S Wilson1, Sue E Leurgans, Patricia A Boyle
1Rush Alzheimer's Disease Center, Department of Neurological Science, Rush University Medical Center, 600 S Paulina Ave, Ste 1038, Chicago, IL 60612, USA. rwilson@rush.edu
Objective:
To characterize the course of cognitive decline during the prodromal phase of Alzheimer disease.
Design:
Longitudinal cohort study with up to 16 years of observation.
Participants:
Older persons from 2 studies underwent annual clinical evaluations that included cognitive function testing and clinical classification of mild cognitive impairment, dementia, and Alzheimer disease. At baseline, there were 2071 individuals without dementia and 1511 without cognitive impairment.
Results:
During follow-up, 462 persons developed Alzheimer disease (20 with dementia solely due to another condition were excluded). Five to six years before diagnosis, the rate of global cognitive decline accelerated more than 15-fold. The acceleration in cognitive decline occurred slightly earlier for semantic memory (76 months before diagnosis) and working memory (75 months) than other cognitive functions. Mild cognitive impairment was also preceded by years of cognitive decline that began earlier (80 months before diagnosis) and proceeded more rapidly (annual loss of 0.102 unit) in the amnestic than in the nonamnestic (62 months, 0.072 unit) subtype.
Conclusion:
Dementia due to Alzheimer disease is preceded by about 5 to 6 years of accelerated decline in multiple cognitive functions. By contrast, little decline is evident in persons who do not develop Alzheimer disease.
Related Concept Videos
Alzheimer Disease l: Introduction
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ and tau...
Alzheimer Disease ll: Pathophysiology
Dementia l: Introduction
Cognitive Development During Adulthood
Dementia
The progression of dementia is generally gradual.
