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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,...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2017
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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. |
format | Online Article Text |
id | pubmed-8808247 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
record_format | MEDLINE/PubMed |
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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