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Can brain state be manipulated to emphasize individual differences in functional connectivity?(☆)

While neuroimaging studies typically collapse data from many subjects, brain functional organization varies between individuals, and characterizing this variability is crucial for relating brain activity to behavioral phenotypes. Rest has become the default state for probing individual differences,...

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Detalles Bibliográficos
Autores principales: Finn, Emily S., Scheinost, Dustin, Finn, Daniel M., Shen, Xilin, Papademetris, Xenophon, Constable, R. Todd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8808247/
https://www.ncbi.nlm.nih.gov/pubmed/28373122
http://dx.doi.org/10.1016/j.neuroimage.2017.03.064
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author Finn, Emily S.
Scheinost, Dustin
Finn, Daniel M.
Shen, Xilin
Papademetris, Xenophon
Constable, R. Todd
author_facet Finn, Emily S.
Scheinost, Dustin
Finn, Daniel M.
Shen, Xilin
Papademetris, Xenophon
Constable, R. Todd
author_sort Finn, Emily S.
collection PubMed
description While neuroimaging studies typically collapse data from many subjects, brain functional organization varies between individuals, and characterizing this variability is crucial for relating brain activity to behavioral phenotypes. Rest has become the default state for probing individual differences, chiefly because it is easy to acquire and a supposed neutral backdrop. However, the assumption that rest is the optimal condition for individual differences research is largely untested. In fact, other brain states may afford a better ratio of within- to between-subject variability, facilitating biomarker discovery. Depending on the trait or behavior under study, certain tasks may bring out meaningful idiosyncrasies across subjects, essentially enhancing the individual signal in networks of interest beyond what can be measured at rest. Here, we review theoretical considerations and existing work on how brain state influences individual differences in functional connectivity, present some preliminary analyses of within- and between-subject variability across conditions using data from the Human Connectome Project, and outline questions for future study.
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spelling pubmed-88082472022-02-02 Can brain state be manipulated to emphasize individual differences in functional connectivity?(☆) Finn, Emily S. Scheinost, Dustin Finn, Daniel M. Shen, Xilin Papademetris, Xenophon Constable, R. Todd Neuroimage Article While neuroimaging studies typically collapse data from many subjects, brain functional organization varies between individuals, and characterizing this variability is crucial for relating brain activity to behavioral phenotypes. Rest has become the default state for probing individual differences, chiefly because it is easy to acquire and a supposed neutral backdrop. However, the assumption that rest is the optimal condition for individual differences research is largely untested. In fact, other brain states may afford a better ratio of within- to between-subject variability, facilitating biomarker discovery. Depending on the trait or behavior under study, certain tasks may bring out meaningful idiosyncrasies across subjects, essentially enhancing the individual signal in networks of interest beyond what can be measured at rest. Here, we review theoretical considerations and existing work on how brain state influences individual differences in functional connectivity, present some preliminary analyses of within- and between-subject variability across conditions using data from the Human Connectome Project, and outline questions for future study. 2017-10-15 2017-03-31 /pmc/articles/PMC8808247/ /pubmed/28373122 http://dx.doi.org/10.1016/j.neuroimage.2017.03.064 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/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
Finn, Emily S.
Scheinost, Dustin
Finn, Daniel M.
Shen, Xilin
Papademetris, Xenophon
Constable, R. Todd
Can brain state be manipulated to emphasize individual differences in functional connectivity?(☆)
title Can brain state be manipulated to emphasize individual differences in functional connectivity?(☆)
title_full Can brain state be manipulated to emphasize individual differences in functional connectivity?(☆)
title_fullStr Can brain state be manipulated to emphasize individual differences in functional connectivity?(☆)
title_full_unstemmed Can brain state be manipulated to emphasize individual differences in functional connectivity?(☆)
title_short Can brain state be manipulated to emphasize individual differences in functional connectivity?(☆)
title_sort can brain state be manipulated to emphasize individual differences in functional connectivity?(☆)
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8808247/
https://www.ncbi.nlm.nih.gov/pubmed/28373122
http://dx.doi.org/10.1016/j.neuroimage.2017.03.064
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