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A Novel Exploratory Graph-Based Analytical Tool for Functional Near-Infrared Spectroscopy in Naturalistic Experiments: An Illustrative Application in Typically Developing Children

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Autor(es):
Sato, Joao Ricardo ; Pereira, Tiago Duarte ; Martins, Clarice Maria de Lucena ; Bezerra, Thayna Alves ; Queiroz, Maria Eduarda ; Costa, Larissa Pereira ; Andrade, Suellen Marinho ; Biazoli, Claudinei Eduardo
Número total de Autores: 8
Tipo de documento: Artigo Científico
Fonte: BRAIN SCIENCES; v. 13, n. 6, p. 9-pg., 2023-06-01.
Resumo

Naturalistic paradigms are being increasingly applied to investigate human brain function. Compared with resting-state and task-based paradigms in neuroimaging, naturalistic stimuli and situations can be potentially more readily translated to daily-life applications. Among neuroimaging modalities, functional near-infrared spectroscopy (fNIRS) is particularly suitable for naturalistic investigations and applications. However, specific and tailored statistical analysis to interrogate brain function using naturalistic fNIRS is warranted. Here, we describe an exploratory graph-centrality-based approach to investigating participants' spatiotemporal similarities from the fNIRS signal. We illustrate the usefulness of our approach in a sample of typically developing children (10 males and 9 females; mean age of 5.2 years old; sd = 0.78) while they watch the Inscapes movie designed for neuroimaging acquisition. A node in the left dorsal prefrontal cortex presented similar responses across children, and those fNIRS responses were in line with scene transitions in the movie stimulus. Our results suggest the feasibility of applying centrality graph-based measures to investigate brain function in naturalistic fNIRS during development. (AU)

Processo FAPESP: 18/04654-9 - Séries temporais, ondaletas e dados de alta dimensão
Beneficiário:Pedro Alberto Morettin
Modalidade de apoio: Auxílio à Pesquisa - Temático
Processo FAPESP: 19/27250-3 - Investigação do transtorno obsessivo-compulsivo baseada em neurocircuitos: contribuição para o estudo dos mecanismos da doença e para o desenvolvimento de novos tratamentos
Beneficiário:Roseli Gedanke Shavitt
Modalidade de apoio: Auxílio à Pesquisa - Temático
Processo FAPESP: 18/21934-5 - Estatística de redes: teoria, métodos e aplicações
Beneficiário:André Fujita
Modalidade de apoio: Auxílio à Pesquisa - Temático
Processo FAPESP: 21/05332-8 - Coorte de alto risco para transtornos psiquiátricos: seguimento de 10 anos
Beneficiário:Rodrigo Affonseca Bressan
Modalidade de apoio: Auxílio à Pesquisa - Temático