Individualized perturbation of the human connectome reveals reproducible biomarkers of network dynamics relevant to cognition
Author(s) -
Recep A. Ozdemir,
Ehsan Tadayon,
Pierre Boucher,
Davide Momi,
K. Karakhanyan,
Michael Fox,
Mark A. Halko,
Álvaro PascualLeone,
Mouhsin M. Shafi,
Emiliano Santarnecchi
Publication year - 2020
Publication title -
proceedings of the national academy of sciences
Language(s) - English
Resource type - Journals
eISSN - 1091-6490
pISSN - 0027-8424
DOI - 10.1073/pnas.1911240117
Subject(s) - neuroscience , electroencephalography , connectome , functional magnetic resonance imaging , transcranial magnetic stimulation , resting state fmri , human connectome project , network dynamics , default mode network , task positive network , connectomics , eeg fmri , cognition , brain activity and meditation , brain mapping , human brain , computer science , psychology , functional connectivity , stimulation , mathematics , discrete mathematics
Significance The human brain is organized into complex networks whose interaction explains individual variability in cognitive abilities as well as symptoms of neurological and psychiatric disorders. Even though networks’ activity is canonically measured by recording spontaneous brain activity, recent evidence suggests individual differences in brain patterns are better captured in response to external perturbations. Here we used individualized brain stimulation to induce controlled perturbations in two brain networks, and observed the propagation of neural activity across local and distal regions with millisecond resolution. We show unique propagation patterns across stimulated networks, predicting individual differences in cognitive performance otherwise not observable through canonical resting-state recordings. Results promote perturbation-based neuroimaging for the identification of novel biomarkers of cognition as well as clinical conditions.
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