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 in | Frontiers in neuroscience Vol. 14; p. 746 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
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28.07.2020
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ISSN | 1662-453X 1662-4548 1662-453X |
DOI | 10.3389/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. |
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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 – name: 3 School of Electrical and Computer Engineering, University of Campinas , Campinas , Brazil |
Author_xml | – sequence: 1 givenname: Sergio Luiz surname: Novi fullname: Novi, Sergio Luiz – sequence: 2 givenname: Edwin Johan surname: Forero fullname: Forero, Edwin Johan – sequence: 3 givenname: Jose Angel Ivan surname: Rubianes Silva fullname: Rubianes Silva, Jose Angel Ivan – sequence: 4 givenname: Nicolas Gabriel S. R. surname: de Souza fullname: de Souza, Nicolas Gabriel S. R. – sequence: 5 givenname: Giovani Grisotti surname: Martins fullname: Martins, Giovani Grisotti – sequence: 6 givenname: Andres surname: Quiroga fullname: Quiroga, Andres – sequence: 7 givenname: Shin-Ting surname: Wu fullname: Wu, Shin-Ting – sequence: 8 givenname: Rickson C. surname: Mesquita 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. 2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 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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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 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 Edited by: Fenghua Tian, The University of Texas at Arlington, United States |
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Title | Integration of Spatial Information Increases Reproducibility in Functional Near-Infrared Spectroscopy |
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