The Smart Aging Platform for Assessing Early Phases of Cognitive Impairment in Patients With Neurodegenerative Diseases

Background: Smart Aging is a serious game (SG) platform that generates a 3D virtual reality environment in which users perform a set of screening tasks designed to allow evaluation of global cognition. Each task replicates activities of daily living performed in a familiar environment. The main goal...

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Main Authors: Sara Bottiroli, Sara Bernini, Elena Cavallini, Elena Sinforiani, Chiara Zucchella, Stefania Pazzi, Paolo Cristiani, Tomaso Vecchi, Daniela Tost, Giorgio Sandrini, Cristina Tassorelli
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.635410/full
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spelling doaj-d9b7f0e3be43441589fa3dcb7a63b35c2021-03-15T04:30:38ZengFrontiers Media S.A.Frontiers in Psychology1664-10782021-03-011210.3389/fpsyg.2021.635410635410The Smart Aging Platform for Assessing Early Phases of Cognitive Impairment in Patients With Neurodegenerative DiseasesSara Bottiroli0Sara Bottiroli1Sara Bernini2Elena Cavallini3Elena Sinforiani4Chiara Zucchella5Stefania Pazzi6Paolo Cristiani7Tomaso Vecchi8Tomaso Vecchi9Daniela Tost10Giorgio Sandrini11Giorgio Sandrini12Cristina Tassorelli13Cristina Tassorelli14Faculty of Law, Giustino Fortunato University, Benevento, ItalyNational Neurological Institute C. Mondino Foundation, Pavia, ItalyNational Neurological Institute C. Mondino Foundation, Pavia, ItalyDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, ItalyNational Neurological Institute C. Mondino Foundation, Pavia, ItalyNeurology Unit, Department of Neurosciences, Verona University Hospital, Verona, ItalyConsorzio di Bioingegneria Medica e Informatica CBIM, Pavia, ItalyConsorzio di Bioingegneria Medica e Informatica CBIM, Pavia, ItalyNational Neurological Institute C. Mondino Foundation, Pavia, ItalyDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, ItalyComputer Graphics Division Research Centre for Biomedical Engineering (CREB), Universitat Politecnica de Catalunya, Barcelona, SpainNational Neurological Institute C. Mondino Foundation, Pavia, ItalyDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, ItalyNational Neurological Institute C. Mondino Foundation, Pavia, ItalyDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, ItalyBackground: Smart Aging is a serious game (SG) platform that generates a 3D virtual reality environment in which users perform a set of screening tasks designed to allow evaluation of global cognition. Each task replicates activities of daily living performed in a familiar environment. The main goal of the present study was to ascertain whether Smart Aging could differentiate between different types and levels of cognitive impairment in patients with neurodegenerative disease.Methods: Ninety-one subjects (mean age = 70.29 ± 7.70 years)—healthy older adults (HCs, n = 23), patients with single-domain amnesic mild cognitive impairment (aMCI, n = 23), patients with single-domain executive Parkinson's disease MCI (PD-MCI, n = 20), and patients with mild Alzheimer's disease (mild AD, n = 25)—were enrolled in the study. All participants underwent cognitive evaluations performed using both traditional neuropsychological assessment tools, including the Mini-Mental State Examination (MMSE), Montreal Overall Cognitive Assessment (MoCA), and the Smart Aging platform. We analyzed global scores on Smart Aging indices (i.e., accuracy, time, distance) as well as the Smart Aging total score, looking for differences between the four groups.Results: The findings revealed significant between-group differences in all the Smart Aging indices: accuracy (p < 0.001), time (p < 0.001), distance (p < 0.001), and total Smart Aging score (p < 0.001). The HCs outperformed the mild AD, aMCI, and PD-MCI patients in terms of accuracy, time, distance, and Smart Aging total score. In addition, the mild AD group was outperformed both by the HCs and by the aMCI and PD-MCI patients on accuracy and distance. No significant differences were found between aMCI and PD-MCI patients. Finally, the Smart Aging scores significantly correlated with the results of the neuropsychological assessments used.Conclusion: These findings, although preliminary due to the small sample size, suggest the validity of Smart Aging as a screening tool for the detection of cognitive impairment in patients with neurodegenerative diseases.https://www.frontiersin.org/articles/10.3389/fpsyg.2021.635410/fullvirtual realityserious gamescognitive impairmentglobal cognitive functionsneurodegenerative disease
collection DOAJ
language English
format Article
sources DOAJ
author Sara Bottiroli
Sara Bottiroli
Sara Bernini
Elena Cavallini
Elena Sinforiani
Chiara Zucchella
Stefania Pazzi
Paolo Cristiani
Tomaso Vecchi
Tomaso Vecchi
Daniela Tost
Giorgio Sandrini
Giorgio Sandrini
Cristina Tassorelli
Cristina Tassorelli
spellingShingle Sara Bottiroli
Sara Bottiroli
Sara Bernini
Elena Cavallini
Elena Sinforiani
Chiara Zucchella
Stefania Pazzi
Paolo Cristiani
Tomaso Vecchi
Tomaso Vecchi
Daniela Tost
Giorgio Sandrini
Giorgio Sandrini
Cristina Tassorelli
Cristina Tassorelli
The Smart Aging Platform for Assessing Early Phases of Cognitive Impairment in Patients With Neurodegenerative Diseases
Frontiers in Psychology
virtual reality
serious games
cognitive impairment
global cognitive functions
neurodegenerative disease
author_facet Sara Bottiroli
Sara Bottiroli
Sara Bernini
Elena Cavallini
Elena Sinforiani
Chiara Zucchella
Stefania Pazzi
Paolo Cristiani
Tomaso Vecchi
Tomaso Vecchi
Daniela Tost
Giorgio Sandrini
Giorgio Sandrini
Cristina Tassorelli
Cristina Tassorelli
author_sort Sara Bottiroli
title The Smart Aging Platform for Assessing Early Phases of Cognitive Impairment in Patients With Neurodegenerative Diseases
title_short The Smart Aging Platform for Assessing Early Phases of Cognitive Impairment in Patients With Neurodegenerative Diseases
title_full The Smart Aging Platform for Assessing Early Phases of Cognitive Impairment in Patients With Neurodegenerative Diseases
title_fullStr The Smart Aging Platform for Assessing Early Phases of Cognitive Impairment in Patients With Neurodegenerative Diseases
title_full_unstemmed The Smart Aging Platform for Assessing Early Phases of Cognitive Impairment in Patients With Neurodegenerative Diseases
title_sort smart aging platform for assessing early phases of cognitive impairment in patients with neurodegenerative diseases
publisher Frontiers Media S.A.
series Frontiers in Psychology
issn 1664-1078
publishDate 2021-03-01
description Background: Smart Aging is a serious game (SG) platform that generates a 3D virtual reality environment in which users perform a set of screening tasks designed to allow evaluation of global cognition. Each task replicates activities of daily living performed in a familiar environment. The main goal of the present study was to ascertain whether Smart Aging could differentiate between different types and levels of cognitive impairment in patients with neurodegenerative disease.Methods: Ninety-one subjects (mean age = 70.29 ± 7.70 years)—healthy older adults (HCs, n = 23), patients with single-domain amnesic mild cognitive impairment (aMCI, n = 23), patients with single-domain executive Parkinson's disease MCI (PD-MCI, n = 20), and patients with mild Alzheimer's disease (mild AD, n = 25)—were enrolled in the study. All participants underwent cognitive evaluations performed using both traditional neuropsychological assessment tools, including the Mini-Mental State Examination (MMSE), Montreal Overall Cognitive Assessment (MoCA), and the Smart Aging platform. We analyzed global scores on Smart Aging indices (i.e., accuracy, time, distance) as well as the Smart Aging total score, looking for differences between the four groups.Results: The findings revealed significant between-group differences in all the Smart Aging indices: accuracy (p < 0.001), time (p < 0.001), distance (p < 0.001), and total Smart Aging score (p < 0.001). The HCs outperformed the mild AD, aMCI, and PD-MCI patients in terms of accuracy, time, distance, and Smart Aging total score. In addition, the mild AD group was outperformed both by the HCs and by the aMCI and PD-MCI patients on accuracy and distance. No significant differences were found between aMCI and PD-MCI patients. Finally, the Smart Aging scores significantly correlated with the results of the neuropsychological assessments used.Conclusion: These findings, although preliminary due to the small sample size, suggest the validity of Smart Aging as a screening tool for the detection of cognitive impairment in patients with neurodegenerative diseases.
topic virtual reality
serious games
cognitive impairment
global cognitive functions
neurodegenerative disease
url https://www.frontiersin.org/articles/10.3389/fpsyg.2021.635410/full
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