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Updated: May 14, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Mild cognitive impairment in moderate to severe COPD: a preliminary study
Sylvia Villeneuve1, Véronique Pepin2, Shady Rahayel3
1Département de Psychologie, Université de Montréal, Montreal, QC; Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Montreal, QC; Centre de Recherche, Hôpital du Sacré-Coeur de Montréal, Montreal, QC.
Mild cognitive impairment (MCI) affects 36% of COPD patients, primarily with attention and executive dysfunction. The Montreal Cognitive Assessment (MoCA) effectively screens for MCI in COPD, outperforming the MMSE.
Area of Science:
- Neurology
- Pulmonology
- Psychology
Background:
- Cognitive impairment is common in Chronic Obstructive Pulmonary Disease (COPD).
- The prevalence and screening methods for Mild Cognitive Impairment (MCI) in COPD patients remain largely unaddressed.
- This study investigates MCI in COPD and evaluates cognitive screening tools.
Purpose of the Study:
- Determine the frequency and subtypes of MCI in COPD patients.
- Assess the diagnostic validity of the Mini-Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) for MCI in COPD.
- Identify the most effective screening tool for MCI in this population.
Main Methods:
- A comprehensive neuropsychological assessment was performed on 45 moderate-to-severe COPD patients and 50 healthy controls.
- Standard criteria were used to diagnose MCI.
- Receiver operating characteristic (ROC) curves were analyzed to evaluate the MMSE and MoCA performance.
Main Results:
- MCI was diagnosed in 36% of COPD patients versus 12% of controls.
- The predominant MCI subtype in COPD patients involved nonamnestic single-domain impairment, particularly affecting attention and executive functions.
- The MoCA demonstrated superior validity, with an optimal cutoff of 26 (81% sensitivity, 72% specificity). The MMSE showed no acceptable validity.
Conclusions:
- A significant percentage of COPD patients exhibit MCI, a potential precursor to dementia.
- Further longitudinal studies are required to understand the progression of cognitive and functional decline in these patients.
- The MoCA is a more effective screening tool for MCI in COPD patients compared to the MMSE.
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