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Rapid Precision Functional Mapping of Individuals Using Multi-Echo fMRI

Resting-state functional magnetic resonance imaging (fMRI) is widely used in cognitive and clinical neuroscience, but long-duration scans are currently needed to reliably characterize individual differences in functional connectivity (FC) and brain network topology. In this report, we demonstrate th...

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Autores principales: Lynch, Charles J., Power, Jonathan D., Scult, Matthew A., Dubin, Marc, Gunning, Faith M., Liston, Conor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7792478/
https://www.ncbi.nlm.nih.gov/pubmed/33357444
http://dx.doi.org/10.1016/j.celrep.2020.108540
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author Lynch, Charles J.
Power, Jonathan D.
Scult, Matthew A.
Dubin, Marc
Gunning, Faith M.
Liston, Conor
author_facet Lynch, Charles J.
Power, Jonathan D.
Scult, Matthew A.
Dubin, Marc
Gunning, Faith M.
Liston, Conor
author_sort Lynch, Charles J.
collection PubMed
description Resting-state functional magnetic resonance imaging (fMRI) is widely used in cognitive and clinical neuroscience, but long-duration scans are currently needed to reliably characterize individual differences in functional connectivity (FC) and brain network topology. In this report, we demonstrate that multi-echo fMRI can improve the reliability of FC-based measurements. In four densely sampled individual humans, just 10 min of multi-echo data yielded better test-retest reliability than 30 min of single-echo data in independent datasets. This effect is pronounced in clinically important brain regions, including the subgenual cingulate, basal ganglia, and cerebellum, and is linked to three biophysical signal mechanisms (thermal noise, regional variability in the rate of T(2)* decay, and S(0)-dependent artifacts) with spatially distinct influences. Together, these findings establish the potential utility of multi-echo fMRI for rapid precision mapping using experimentally and clinically tractable scan times and will facilitate longitudinal neuroimaging of clinical populations.
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spelling pubmed-77924782021-01-08 Rapid Precision Functional Mapping of Individuals Using Multi-Echo fMRI Lynch, Charles J. Power, Jonathan D. Scult, Matthew A. Dubin, Marc Gunning, Faith M. Liston, Conor Cell Rep Article Resting-state functional magnetic resonance imaging (fMRI) is widely used in cognitive and clinical neuroscience, but long-duration scans are currently needed to reliably characterize individual differences in functional connectivity (FC) and brain network topology. In this report, we demonstrate that multi-echo fMRI can improve the reliability of FC-based measurements. In four densely sampled individual humans, just 10 min of multi-echo data yielded better test-retest reliability than 30 min of single-echo data in independent datasets. This effect is pronounced in clinically important brain regions, including the subgenual cingulate, basal ganglia, and cerebellum, and is linked to three biophysical signal mechanisms (thermal noise, regional variability in the rate of T(2)* decay, and S(0)-dependent artifacts) with spatially distinct influences. Together, these findings establish the potential utility of multi-echo fMRI for rapid precision mapping using experimentally and clinically tractable scan times and will facilitate longitudinal neuroimaging of clinical populations. 2020-12-22 /pmc/articles/PMC7792478/ /pubmed/33357444 http://dx.doi.org/10.1016/j.celrep.2020.108540 Text en This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Lynch, Charles J.
Power, Jonathan D.
Scult, Matthew A.
Dubin, Marc
Gunning, Faith M.
Liston, Conor
Rapid Precision Functional Mapping of Individuals Using Multi-Echo fMRI
title Rapid Precision Functional Mapping of Individuals Using Multi-Echo fMRI
title_full Rapid Precision Functional Mapping of Individuals Using Multi-Echo fMRI
title_fullStr Rapid Precision Functional Mapping of Individuals Using Multi-Echo fMRI
title_full_unstemmed Rapid Precision Functional Mapping of Individuals Using Multi-Echo fMRI
title_short Rapid Precision Functional Mapping of Individuals Using Multi-Echo fMRI
title_sort rapid precision functional mapping of individuals using multi-echo fmri
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7792478/
https://www.ncbi.nlm.nih.gov/pubmed/33357444
http://dx.doi.org/10.1016/j.celrep.2020.108540
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