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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Published inFrontiers in neuroscience Vol. 14; p. 746
Main Authors 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.
Format Journal Article
LanguageEnglish
Published Switzerland Frontiers Research Foundation 28.07.2020
Frontiers Media S.A
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ISSN1662-453X
1662-4548
1662-453X
DOI10.3389/fnins.2020.00746

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Abstract 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.
AbstractList 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.
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 are 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.
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.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.
Author Forero, Edwin Johan
Novi, Sergio Luiz
Quiroga, Andres
de Souza, Nicolas Gabriel S. R.
Martins, Giovani Grisotti
Rubianes Silva, Jose Angel Ivan
Mesquita, Rickson C.
Wu, Shin-Ting
AuthorAffiliation 1 “Gleb Wataghin” Institute of Physics, University of Campinas , Campinas , Brazil
2 Brazilian Institute of Neuroscience and Neurotechnology , Campinas , Brazil
3 School of Electrical and Computer Engineering, University of Campinas , Campinas , Brazil
AuthorAffiliation_xml – name: 2 Brazilian Institute of Neuroscience and Neurotechnology , Campinas , Brazil
– name: 1 “Gleb Wataghin” Institute of Physics, University of Campinas , Campinas , Brazil
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  surname: Rubianes Silva
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  givenname: Nicolas Gabriel S. R.
  surname: de Souza
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  fullname: Mesquita, Rickson C.
BackLink https://www.ncbi.nlm.nih.gov/pubmed/32848543$$D View this record in MEDLINE/PubMed
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Copyright Copyright © 2020 Novi, Forero, Rubianes Silva, de Souza, Martins, Quiroga, Wu and Mesquita.
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Copyright © 2020 Novi, Forero, Rubianes Silva, de Souza, Martins, Quiroga, Wu and Mesquita. 2020 Novi, Forero, Rubianes Silva, de Souza, Martins, Quiroga, Wu and Mesquita
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– notice: Copyright © 2020 Novi, Forero, Rubianes Silva, de Souza, Martins, Quiroga, Wu and Mesquita. 2020 Novi, Forero, Rubianes Silva, de Souza, Martins, Quiroga, Wu and Mesquita
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Keywords neuronavigation
data analysis
fNIRS
test–retest
within-subject analysis
reproducibility
Language English
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This article was submitted to Brain Imaging Methods, a section of the journal Frontiers in Neuroscience
Reviewed by: Benito de Celis Alonso, Meritorious Autonomous University of Puebla, Mexico; Luca Pollonini, University of Houston, United States
These authors have contributed equally to this work
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Snippet As functional near-infrared spectroscopy (fNIRS) is developed as a neuroimaging technique and becomes an option to study a variety of populations and tasks,...
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SubjectTerms Blood pressure
Cortex (motor)
data analysis
Experiments
fNIRS
I.R. radiation
Infrared spectroscopy
Localization
Monte Carlo simulation
Motor task performance
Neuroimaging
neuronavigation
Neuroscience
Physiology
Population studies
Reproducibility
Sensors
Spectrum analysis
Studies
test–retest
within-subject analysis
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Title Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy
URI https://www.ncbi.nlm.nih.gov/pubmed/32848543
https://www.proquest.com/docview/2427906392
https://www.proquest.com/docview/2437844480
https://pubmed.ncbi.nlm.nih.gov/PMC7399018
https://doaj.org/article/e2ee117d810f4f50bc27f8829691a6c5
Volume 14
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