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Updated: May 21, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Functional impairment as a defining feature of: amnestic MCI cognitive, emotional, and demographic correlates
Igor Bombin1, Sandra Santiago-Ramajo, Maite Garolera
1Reintegra Foundation, Oviedo, Spain. ibombin@reintegra-dca.es
Background:
Early definitions of mild cognitive impairment (MCI) excluded the presence of functional impairment, with preservation of a person's ability to perform activities of daily living (ADL) as a diagnostic criterion. However, recent studies have reported varying degrees of functional impairment associated with MCI. Hence, we aimed to test the potential functional impairment associated with MCI and its predictors.
Methods:
Sixty-nine healthy elderly subjects, 115 amnestic single-domain MCI subjects (a-MCI), and 111 amnestic multi-domain MCI subjects (md-MCI) were assessed using a battery of neuropsychological tests including measures of attention, memory, working memory, executive functions, language, and depression. Additionally, functional ability was assessed by both qualitative (WHO-DAS II) and quantitative (CHART) instruments. Cognitive and functional performance was compared between groups, and regression analyses were performed to identify predictors of functional ability.
Results:
The md-MCI group was more impaired than the a-MCI group, and both were more impaired than healthy subjects in all cognitive measures, in total CHART score, CHART cognitive and mobility subscores, and WHO-DAS II communication and participation subscales. For the rest of the functional measures, the md-MCI group was more impaired than healthy controls. Prediction of functional ability by cognitive measures was limited to md-MCI subjects and was higher for the CHART than for the WHO-DAS II. The WHO-DAS II was largely influenced by depressive symptoms.
Conclusions:
Functional impairment is a defining feature of MCI and is partially dependent on the degree of cognitive impairment. Quantitative measures of functional ability seem more sensitive to functional impairment in MCI than qualitative measures, which seem to be more related to depression.
Insights
Functional impairment is a key feature of mild cognitive impairment (MCI), worsening with cognitive decline. Quantitative assessments are more sensitive to this impairment than qualitative ones, which are influenced by depression.
Area of Science:
- Gerontology
- Neuroscience
- Psychiatry
Background:
- Mild cognitive impairment (MCI) definitions historically excluded functional impairment.
- Recent research indicates varying degrees of functional impairment in MCI patients.
- This study investigates functional impairment in MCI and its predictors.
Purpose of the Study:
- To assess functional impairment in individuals with amnestic single-domain MCI (a-MCI) and amnestic multi-domain MCI (md-MCI).
- To identify predictors of functional ability in MCI.
- To compare the sensitivity of qualitative and quantitative functional assessment tools.
Main Methods:
- Compared 69 healthy controls, 115 a-MCI, and 111 md-MCI subjects using neuropsychological tests.
- Assessed functional ability with qualitative (WHO-DAS II) and quantitative (CHART) instruments.
- Utilized regression analyses to determine predictors of functional ability.
Main Results:
- md-MCI subjects showed greater cognitive and functional impairment than a-MCI subjects and controls.
- Quantitative CHART scores and WHO-DAS II communication/participation subscales were significantly lower in MCI groups.
- Cognitive measures predicted functional ability only in md-MCI, with CHART being more sensitive than WHO-DAS II; depression influenced WHO-DAS II.
- md-MCI group showed more impairment than controls on remaining functional measures.
Conclusions:
- Functional impairment is integral to MCI, linked to the severity of cognitive deficits.
- Quantitative functional measures (CHART) appear more sensitive to MCI-related functional decline than qualitative measures (WHO-DAS II).
- Depression significantly impacts qualitative assessments of functional ability in MCI.
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