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Review
Can brain state be manipulated to emphasize individual differences in functional connectivity?
- Emily S Finn, Dustin Scheinost, Daniel M Finn, Xilin Shen, Xenophon Papademetris, and R Todd Constable.
- Interdepartmental Neuroscience Program, Yale University, New Haven, CT, USA. Electronic address: emily.finn@yale.edu.
- Neuroimage. 2017 Oct 15; 160: 140-151.
AbstractWhile 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.Copyright © 2017 The Authors. Published by Elsevier Inc. All rights reserved.
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