Identification of Functional Cortical Plasticity in Children with Cerebral Palsy Associated to Robotic-Assisted Gait Training: An fNIRS Study.

cerebral palsy machine learning (ML) near infrared spectroscopy (fNIRS) neurological disorders rehabilitation robotic-assisted gait training (RAGT)

Journal

Journal of clinical medicine
ISSN: 2077-0383
Titre abrégé: J Clin Med
Pays: Switzerland
ID NLM: 101606588

Informations de publication

Date de publication:
16 Nov 2022
Historique:
received: 12 10 2022
revised: 14 11 2022
accepted: 15 11 2022
entrez: 26 11 2022
pubmed: 27 11 2022
medline: 27 11 2022
Statut: epublish

Résumé

Cerebral palsy (CP) is a non-progressive neurologic condition that causes gait limitations, spasticity, and impaired balance and coordination. Robotic-assisted gait training (RAGT) has become a common rehabilitation tool employed to improve the gait pattern of people with neurological impairments. However, few studies have demonstrated the effectiveness of RAGT in children with CP and its neurological effects through portable neuroimaging techniques, such as functional near-infrared spectroscopy (fNIRS). The aim of the study is to evaluate the neurophysiological processes elicited by RAGT in children with CP through fNIRS, which was acquired during three sessions in one month. The repeated measure ANOVA was applied to the β-values delivered by the General Linear Model (GLM) analysis used for fNIRS data analysis, showing significant differences in the activation of both prefrontal cortex (F (1.652, 6.606) = 7.638;

Identifiants

pubmed: 36431267
pii: jcm11226790
doi: 10.3390/jcm11226790
pmc: PMC9692288
pii:
doi:

Types de publication

Journal Article

Langues

eng

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Auteurs

David Perpetuini (D)

Department of Neuroscience and Imaging, Institute for Advanced Biomedical Technologies, University G. D'Annunzio of Chieti-Pescara, 66100 Chieti, Italy.

Emanuele Francesco Russo (EF)

Padre Pio Foundation and Rehabilitation Centers, San Giovanni Rotondo, Viale Cappuccini 77, 71013 San Giovanni Rotondo, Italy.

Daniela Cardone (D)

Department of Engineering and Geology, University G. D'Annunzio of Chieti-Pescara, 65127 Pescara, Italy.

Roberta Palmieri (R)

Department of Basic Medical Sciences, Neurosciences and Sense Organs, Institute of Child Neuropsychiatry, University of Bari, 70122 Bari, Italy.

Chiara Filippini (C)

Department of Neuroscience and Imaging, Institute for Advanced Biomedical Technologies, University G. D'Annunzio of Chieti-Pescara, 66100 Chieti, Italy.

Michele Tritto (M)

Next2U s.r.l., 65127 Pescara, Italy.

Federica Pellicano (F)

Padre Pio Foundation and Rehabilitation Centers, San Giovanni Rotondo, Viale Cappuccini 77, 71013 San Giovanni Rotondo, Italy.

Grazia Pia De Santis (GP)

Padre Pio Foundation and Rehabilitation Centers, San Giovanni Rotondo, Viale Cappuccini 77, 71013 San Giovanni Rotondo, Italy.

Rocco Salvatore Calabrò (RS)

IRCCS Centro Neurolesi "Bonino-Pulejo", 98124 Messina, Italy.

Arcangelo Merla (A)

Department of Engineering and Geology, University G. D'Annunzio of Chieti-Pescara, 65127 Pescara, Italy.
Next2U s.r.l., 65127 Pescara, Italy.

Serena Filoni (S)

Padre Pio Foundation and Rehabilitation Centers, San Giovanni Rotondo, Viale Cappuccini 77, 71013 San Giovanni Rotondo, Italy.

Classifications MeSH