Cargando…

Cognition Meets Gait: Where and How Mind and Body Weave Each Other in a Computational Psychometrics Approach in Aging

Aging may be associated with conditions characterized by motor and cognitive alterations, which could have a detrimental impact on daily life. Although motors and cognitive aspects have always been treated as separate entities, recent literature highlights their relationship, stressing a strong asso...

Descripción completa

Detalles Bibliográficos
Autores principales: Bruni, Francesca, Borghesi, Francesca, Mancuso, Valentina, Riva, Giuseppe, Stramba-Badiale, Marco, Pedroli, Elisa, Cipresso, Pietro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304933/
https://www.ncbi.nlm.nih.gov/pubmed/35875804
http://dx.doi.org/10.3389/fnagi.2022.909029
_version_ 1784752202995204096
author Bruni, Francesca
Borghesi, Francesca
Mancuso, Valentina
Riva, Giuseppe
Stramba-Badiale, Marco
Pedroli, Elisa
Cipresso, Pietro
author_facet Bruni, Francesca
Borghesi, Francesca
Mancuso, Valentina
Riva, Giuseppe
Stramba-Badiale, Marco
Pedroli, Elisa
Cipresso, Pietro
author_sort Bruni, Francesca
collection PubMed
description Aging may be associated with conditions characterized by motor and cognitive alterations, which could have a detrimental impact on daily life. Although motors and cognitive aspects have always been treated as separate entities, recent literature highlights their relationship, stressing a strong association between locomotion and executive functions. Thus, designing interventions targeting the risks deriving from both components’ impairments is crucial: the dual-task represents a starting point. Although its role in targeting and decreasing difficulties in aging is well known, most interventions are focused on a single domain, proposing a vertical model in which patients emerge only for a single aspect per time during assessment and rehabilitation. In this perspective, we propose a view of the individual as a whole between mind and body, suggesting a multicomponent and multidomain approach that could integrate different domains at the same time retracing lifelike situations. Virtual Reality, thanks to the possibility to develop daily environments with engaging challenges for patients, as well as to manage different devices to collect multiple data, provides the optimal scenario in which the integration could occur. Artificial Intelligence, otherwise, offers the best methodologies to integrate a great amount of various data to create a predictive model and identify appropriate and individualized interventions. Based on these assumptions the present perspective aims to propose the development of a new approach to an integrated, multimethod, multidimensional training in order to enhance cognition and physical aspects based on behavioral data, incorporating consolidated technologies in an innovative approach to neurology.
format Online
Article
Text
id pubmed-9304933
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-93049332022-07-23 Cognition Meets Gait: Where and How Mind and Body Weave Each Other in a Computational Psychometrics Approach in Aging Bruni, Francesca Borghesi, Francesca Mancuso, Valentina Riva, Giuseppe Stramba-Badiale, Marco Pedroli, Elisa Cipresso, Pietro Front Aging Neurosci Neuroscience Aging may be associated with conditions characterized by motor and cognitive alterations, which could have a detrimental impact on daily life. Although motors and cognitive aspects have always been treated as separate entities, recent literature highlights their relationship, stressing a strong association between locomotion and executive functions. Thus, designing interventions targeting the risks deriving from both components’ impairments is crucial: the dual-task represents a starting point. Although its role in targeting and decreasing difficulties in aging is well known, most interventions are focused on a single domain, proposing a vertical model in which patients emerge only for a single aspect per time during assessment and rehabilitation. In this perspective, we propose a view of the individual as a whole between mind and body, suggesting a multicomponent and multidomain approach that could integrate different domains at the same time retracing lifelike situations. Virtual Reality, thanks to the possibility to develop daily environments with engaging challenges for patients, as well as to manage different devices to collect multiple data, provides the optimal scenario in which the integration could occur. Artificial Intelligence, otherwise, offers the best methodologies to integrate a great amount of various data to create a predictive model and identify appropriate and individualized interventions. Based on these assumptions the present perspective aims to propose the development of a new approach to an integrated, multimethod, multidimensional training in order to enhance cognition and physical aspects based on behavioral data, incorporating consolidated technologies in an innovative approach to neurology. Frontiers Media S.A. 2022-07-08 /pmc/articles/PMC9304933/ /pubmed/35875804 http://dx.doi.org/10.3389/fnagi.2022.909029 Text en Copyright © 2022 Bruni, Borghesi, Mancuso, Riva, Stramba-Badiale, Pedroli and Cipresso. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Bruni, Francesca
Borghesi, Francesca
Mancuso, Valentina
Riva, Giuseppe
Stramba-Badiale, Marco
Pedroli, Elisa
Cipresso, Pietro
Cognition Meets Gait: Where and How Mind and Body Weave Each Other in a Computational Psychometrics Approach in Aging
title Cognition Meets Gait: Where and How Mind and Body Weave Each Other in a Computational Psychometrics Approach in Aging
title_full Cognition Meets Gait: Where and How Mind and Body Weave Each Other in a Computational Psychometrics Approach in Aging
title_fullStr Cognition Meets Gait: Where and How Mind and Body Weave Each Other in a Computational Psychometrics Approach in Aging
title_full_unstemmed Cognition Meets Gait: Where and How Mind and Body Weave Each Other in a Computational Psychometrics Approach in Aging
title_short Cognition Meets Gait: Where and How Mind and Body Weave Each Other in a Computational Psychometrics Approach in Aging
title_sort cognition meets gait: where and how mind and body weave each other in a computational psychometrics approach in aging
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304933/
https://www.ncbi.nlm.nih.gov/pubmed/35875804
http://dx.doi.org/10.3389/fnagi.2022.909029
work_keys_str_mv AT brunifrancesca cognitionmeetsgaitwhereandhowmindandbodyweaveeachotherinacomputationalpsychometricsapproachinaging
AT borghesifrancesca cognitionmeetsgaitwhereandhowmindandbodyweaveeachotherinacomputationalpsychometricsapproachinaging
AT mancusovalentina cognitionmeetsgaitwhereandhowmindandbodyweaveeachotherinacomputationalpsychometricsapproachinaging
AT rivagiuseppe cognitionmeetsgaitwhereandhowmindandbodyweaveeachotherinacomputationalpsychometricsapproachinaging
AT strambabadialemarco cognitionmeetsgaitwhereandhowmindandbodyweaveeachotherinacomputationalpsychometricsapproachinaging
AT pedrolielisa cognitionmeetsgaitwhereandhowmindandbodyweaveeachotherinacomputationalpsychometricsapproachinaging
AT cipressopietro cognitionmeetsgaitwhereandhowmindandbodyweaveeachotherinacomputationalpsychometricsapproachinaging