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Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three

Human functional magnetic resonance imaging (fMRI) typically employs the blood-oxygen-level-dependent (BOLD) contrast mechanism. In non-human primates (NHP), contrast enhancement is possible using monocrystalline iron-oxide nanoparticles (MION) contrast agent, which has a more temporally extended re...

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Autores principales: Pelekanos, Vassilis, Mok, Robert M., Joly, Olivier, Ainsworth, Matthew, Kyriazis, Diana, Kelly, Maria G., Bell, Andrew H., Kriegeskorte, Nikolaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7198564/
https://www.ncbi.nlm.nih.gov/pubmed/32366956
http://dx.doi.org/10.1038/s41598-020-64376-8
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author Pelekanos, Vassilis
Mok, Robert M.
Joly, Olivier
Ainsworth, Matthew
Kyriazis, Diana
Kelly, Maria G.
Bell, Andrew H.
Kriegeskorte, Nikolaus
author_facet Pelekanos, Vassilis
Mok, Robert M.
Joly, Olivier
Ainsworth, Matthew
Kyriazis, Diana
Kelly, Maria G.
Bell, Andrew H.
Kriegeskorte, Nikolaus
author_sort Pelekanos, Vassilis
collection PubMed
description Human functional magnetic resonance imaging (fMRI) typically employs the blood-oxygen-level-dependent (BOLD) contrast mechanism. In non-human primates (NHP), contrast enhancement is possible using monocrystalline iron-oxide nanoparticles (MION) contrast agent, which has a more temporally extended response function. However, using BOLD fMRI in NHP is desirable for interspecies comparison, and the BOLD signal’s faster response function promises to be beneficial for rapid event-related (rER) designs. Here, we used rER BOLD fMRI in macaque monkeys while viewing real-world images, and found visual responses and category selectivity consistent with previous studies. However, activity estimates were very noisy, suggesting that the lower contrast-to-noise ratio of BOLD, suboptimal behavioural performance, and motion artefacts, in combination, render rER BOLD fMRI challenging in NHP. Previous studies have shown that rER fMRI is possible in macaques with MION, despite MION’s prolonged response function. To understand this, we conducted simulations of the BOLD and MION response during rER, and found that no matter how fast the design, the greater amplitude of the MION response outweighs the contrast loss caused by greater temporal smoothing. We conclude that although any two of the three elements (rER, BOLD, NHP) have been shown to work well, the combination of all three is particularly challenging.
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spelling pubmed-71985642020-05-08 Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three Pelekanos, Vassilis Mok, Robert M. Joly, Olivier Ainsworth, Matthew Kyriazis, Diana Kelly, Maria G. Bell, Andrew H. Kriegeskorte, Nikolaus Sci Rep Article Human functional magnetic resonance imaging (fMRI) typically employs the blood-oxygen-level-dependent (BOLD) contrast mechanism. In non-human primates (NHP), contrast enhancement is possible using monocrystalline iron-oxide nanoparticles (MION) contrast agent, which has a more temporally extended response function. However, using BOLD fMRI in NHP is desirable for interspecies comparison, and the BOLD signal’s faster response function promises to be beneficial for rapid event-related (rER) designs. Here, we used rER BOLD fMRI in macaque monkeys while viewing real-world images, and found visual responses and category selectivity consistent with previous studies. However, activity estimates were very noisy, suggesting that the lower contrast-to-noise ratio of BOLD, suboptimal behavioural performance, and motion artefacts, in combination, render rER BOLD fMRI challenging in NHP. Previous studies have shown that rER fMRI is possible in macaques with MION, despite MION’s prolonged response function. To understand this, we conducted simulations of the BOLD and MION response during rER, and found that no matter how fast the design, the greater amplitude of the MION response outweighs the contrast loss caused by greater temporal smoothing. We conclude that although any two of the three elements (rER, BOLD, NHP) have been shown to work well, the combination of all three is particularly challenging. Nature Publishing Group UK 2020-05-04 /pmc/articles/PMC7198564/ /pubmed/32366956 http://dx.doi.org/10.1038/s41598-020-64376-8 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Pelekanos, Vassilis
Mok, Robert M.
Joly, Olivier
Ainsworth, Matthew
Kyriazis, Diana
Kelly, Maria G.
Bell, Andrew H.
Kriegeskorte, Nikolaus
Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three
title Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three
title_full Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three
title_fullStr Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three
title_full_unstemmed Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three
title_short Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three
title_sort rapid event-related, bold fmri, non-human primates (nhp): choose two out of three
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7198564/
https://www.ncbi.nlm.nih.gov/pubmed/32366956
http://dx.doi.org/10.1038/s41598-020-64376-8
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