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Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy

As functional near-infrared spectroscopy (fNIRS) is developed as a neuroimaging technique and becomes an option to study a variety of populations and tasks, the reproducibility of the fNIRS signal is still subject of debate. By performing test–retest protocols over different functional tasks, severa...

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Detalles Bibliográficos
Autores principales: Novi, Sergio Luiz, Forero, Edwin Johan, Rubianes Silva, Jose Angel Ivan, de Souza, Nicolas Gabriel S. R., Martins, Giovani Grisotti, Quiroga, Andres, Wu, Shin-Ting, Mesquita, Rickson C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7399018/
https://www.ncbi.nlm.nih.gov/pubmed/32848543
http://dx.doi.org/10.3389/fnins.2020.00746
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author Novi, Sergio Luiz
Forero, Edwin Johan
Rubianes Silva, Jose Angel Ivan
de Souza, Nicolas Gabriel S. R.
Martins, Giovani Grisotti
Quiroga, Andres
Wu, Shin-Ting
Mesquita, Rickson C.
author_facet Novi, Sergio Luiz
Forero, Edwin Johan
Rubianes Silva, Jose Angel Ivan
de Souza, Nicolas Gabriel S. R.
Martins, Giovani Grisotti
Quiroga, Andres
Wu, Shin-Ting
Mesquita, Rickson C.
author_sort Novi, Sergio Luiz
collection PubMed
description As functional near-infrared spectroscopy (fNIRS) is developed as a neuroimaging technique and becomes an option to study a variety of populations and tasks, the reproducibility of the fNIRS signal is still subject of debate. By performing test–retest protocols over different functional tasks, several studies agree that the fNIRS signal is reproducible over group analysis, but the inter-subject and within-subject reproducibility is poor. The high variability at the first statistical level is often attributed to global systemic physiology. In the present work, we revisited the reproducibility of the fNIRS signal during a finger-tapping task across multiple sessions on the same and different days. We expanded on previous studies by hypothesizing that the lack of spatial information of the optodes contributes to the low reproducibility in fNIRS, and we incorporated a real-time neuronavigation protocol to provide accurate cortical localization of the optodes. Our proposed approach was validated in 10 healthy volunteers, and our results suggest that the addition of neuronavigation can increase the within-subject reproducibility of the fNIRS data, particularly in the region of interest. Unlike traditional approaches to positioning the optodes, in which low intra-subject reproducibility has been found, we were able to obtain consistent and robust activation of the contralateral primary motor cortex at the intra-subject level using a neuronavigation protocol. Overall, our findings support the hypothesis that at least part of the variability in fNIRS cannot be only attributed to global systemic physiology. The use of neuronavigation to guide probe positioning, as proposed in this work, has impacts to longitudinal protocols performed with fNIRS.
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spelling pubmed-73990182020-08-25 Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy Novi, Sergio Luiz Forero, Edwin Johan Rubianes Silva, Jose Angel Ivan de Souza, Nicolas Gabriel S. R. Martins, Giovani Grisotti Quiroga, Andres Wu, Shin-Ting Mesquita, Rickson C. Front Neurosci Neuroscience As functional near-infrared spectroscopy (fNIRS) is developed as a neuroimaging technique and becomes an option to study a variety of populations and tasks, the reproducibility of the fNIRS signal is still subject of debate. By performing test–retest protocols over different functional tasks, several studies agree that the fNIRS signal is reproducible over group analysis, but the inter-subject and within-subject reproducibility is poor. The high variability at the first statistical level is often attributed to global systemic physiology. In the present work, we revisited the reproducibility of the fNIRS signal during a finger-tapping task across multiple sessions on the same and different days. We expanded on previous studies by hypothesizing that the lack of spatial information of the optodes contributes to the low reproducibility in fNIRS, and we incorporated a real-time neuronavigation protocol to provide accurate cortical localization of the optodes. Our proposed approach was validated in 10 healthy volunteers, and our results suggest that the addition of neuronavigation can increase the within-subject reproducibility of the fNIRS data, particularly in the region of interest. Unlike traditional approaches to positioning the optodes, in which low intra-subject reproducibility has been found, we were able to obtain consistent and robust activation of the contralateral primary motor cortex at the intra-subject level using a neuronavigation protocol. Overall, our findings support the hypothesis that at least part of the variability in fNIRS cannot be only attributed to global systemic physiology. The use of neuronavigation to guide probe positioning, as proposed in this work, has impacts to longitudinal protocols performed with fNIRS. Frontiers Media S.A. 2020-07-28 /pmc/articles/PMC7399018/ /pubmed/32848543 http://dx.doi.org/10.3389/fnins.2020.00746 Text en Copyright © 2020 Novi, Forero, Rubianes Silva, de Souza, Martins, Quiroga, Wu and Mesquita. http://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
Novi, Sergio Luiz
Forero, Edwin Johan
Rubianes Silva, Jose Angel Ivan
de Souza, Nicolas Gabriel S. R.
Martins, Giovani Grisotti
Quiroga, Andres
Wu, Shin-Ting
Mesquita, Rickson C.
Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy
title Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy
title_full Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy
title_fullStr Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy
title_full_unstemmed Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy
title_short Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy
title_sort integration of spatial information increases reproducibility in functional near-infrared spectroscopy
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7399018/
https://www.ncbi.nlm.nih.gov/pubmed/32848543
http://dx.doi.org/10.3389/fnins.2020.00746
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