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Visual Field Reconstruction Using fMRI-Based Techniques

PURPOSE: To evaluate the accuracy and reliability of functional magnetic resonance imaging (fMRI)–based techniques to assess the integrity of the visual field (VF). METHODS: We combined 3T fMRI and neurocomputational models, that is, conventional population receptive field (pRF) mapping and a new ad...

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Autores principales: Carvalho, Joana, Invernizzi, Azzurra, Martins, Joana, Jansonius, Nomdo M., Renken, Remco J., Cornelissen, Frans W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814355/
https://www.ncbi.nlm.nih.gov/pubmed/33520421
http://dx.doi.org/10.1167/tvst.10.1.25
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author Carvalho, Joana
Invernizzi, Azzurra
Martins, Joana
Jansonius, Nomdo M.
Renken, Remco J.
Cornelissen, Frans W.
author_facet Carvalho, Joana
Invernizzi, Azzurra
Martins, Joana
Jansonius, Nomdo M.
Renken, Remco J.
Cornelissen, Frans W.
author_sort Carvalho, Joana
collection PubMed
description PURPOSE: To evaluate the accuracy and reliability of functional magnetic resonance imaging (fMRI)–based techniques to assess the integrity of the visual field (VF). METHODS: We combined 3T fMRI and neurocomputational models, that is, conventional population receptive field (pRF) mapping and a new advanced pRF framework “microprobing” (MP), to reconstruct the VF representations of different cortical areas. To demonstrate their scope, both approaches were applied in healthy participants with simulated scotomas and participants with glaucoma. For the latter group we compared the VFs obtained with standard automated perimetry (SAP) and via fMRI. RESULTS: Using SS, we found that the fMRI-based techniques can detect absolute defects in VFs that are larger than 3°, in single participants, based on 12 minutes of fMRI scan time. Moreover, we found that the MP approach results in a less biased estimation of the preserved VF. In participants with glaucoma, we found that fMRI-based VF reconstruction detected VF defects with a correspondence to SAP that was decent, reflected by the positive correlation between fMRI-based sampling density and SAP-based contrast sensitivity loss (SAP) r(2) = 0.44, P = 0.0002. This correlation was higher for MP compared to that for the conventional pRF analysis. CONCLUSIONS: The fMRI-based reconstruction of the VF enables the evaluation of vision loss and provides useful details on the properties of the visual cortex. TRANSLATIONAL RELEVANCE: The fMRI-based VF reconstruction provides an objective alternative to detect VF defects. It may either complement SAP or could provide VF information in patients unable to perform SAP.
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spelling pubmed-78143552021-01-29 Visual Field Reconstruction Using fMRI-Based Techniques Carvalho, Joana Invernizzi, Azzurra Martins, Joana Jansonius, Nomdo M. Renken, Remco J. Cornelissen, Frans W. Transl Vis Sci Technol Article PURPOSE: To evaluate the accuracy and reliability of functional magnetic resonance imaging (fMRI)–based techniques to assess the integrity of the visual field (VF). METHODS: We combined 3T fMRI and neurocomputational models, that is, conventional population receptive field (pRF) mapping and a new advanced pRF framework “microprobing” (MP), to reconstruct the VF representations of different cortical areas. To demonstrate their scope, both approaches were applied in healthy participants with simulated scotomas and participants with glaucoma. For the latter group we compared the VFs obtained with standard automated perimetry (SAP) and via fMRI. RESULTS: Using SS, we found that the fMRI-based techniques can detect absolute defects in VFs that are larger than 3°, in single participants, based on 12 minutes of fMRI scan time. Moreover, we found that the MP approach results in a less biased estimation of the preserved VF. In participants with glaucoma, we found that fMRI-based VF reconstruction detected VF defects with a correspondence to SAP that was decent, reflected by the positive correlation between fMRI-based sampling density and SAP-based contrast sensitivity loss (SAP) r(2) = 0.44, P = 0.0002. This correlation was higher for MP compared to that for the conventional pRF analysis. CONCLUSIONS: The fMRI-based reconstruction of the VF enables the evaluation of vision loss and provides useful details on the properties of the visual cortex. TRANSLATIONAL RELEVANCE: The fMRI-based VF reconstruction provides an objective alternative to detect VF defects. It may either complement SAP or could provide VF information in patients unable to perform SAP. The Association for Research in Vision and Ophthalmology 2021-01-13 /pmc/articles/PMC7814355/ /pubmed/33520421 http://dx.doi.org/10.1167/tvst.10.1.25 Text en Copyright 2021 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
spellingShingle Article
Carvalho, Joana
Invernizzi, Azzurra
Martins, Joana
Jansonius, Nomdo M.
Renken, Remco J.
Cornelissen, Frans W.
Visual Field Reconstruction Using fMRI-Based Techniques
title Visual Field Reconstruction Using fMRI-Based Techniques
title_full Visual Field Reconstruction Using fMRI-Based Techniques
title_fullStr Visual Field Reconstruction Using fMRI-Based Techniques
title_full_unstemmed Visual Field Reconstruction Using fMRI-Based Techniques
title_short Visual Field Reconstruction Using fMRI-Based Techniques
title_sort visual field reconstruction using fmri-based techniques
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814355/
https://www.ncbi.nlm.nih.gov/pubmed/33520421
http://dx.doi.org/10.1167/tvst.10.1.25
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