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A Systematic Relationship Between Functional Connectivity and Intracortical Myelin in the Human Cerebral Cortex.

ΤίτλοςA Systematic Relationship Between Functional Connectivity and Intracortical Myelin in the Human Cerebral Cortex.
Publication TypeJournal Article
Year of Publication2017
AuthorsHuntenburg, J. M., Bazin P-L., Goulas A., Tardif C. L., Villringer A., & Margulies D. S.
JournalCereb Cortex
Volume27
Issue2
Pagination981-997
Date Published2017 02 01
ISSN1460-2199
Λέξεις κλειδιάBrain Mapping, Cerebral Cortex, Female, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Myelin Sheath, Neural Pathways, Rest, Software, White Matter, Young Adult
Abstract

Research in the macaque monkey suggests that cortical areas with similar microstructure are more likely to be connected. Here, we examine this link in the human cerebral cortex using 2 magnetic resonance imaging (MRI) measures: quantitative  T1 maps, which are sensitive to intracortical myelin content and provide an in vivo proxy for cortical microstructure, and resting-state functional connectivity. Using ultrahigh-resolution MRI at 7 T and dedicated image processing tools, we demonstrate a systematic relationship between T1-based intracortical myelin content and functional connectivity. This effect is independent of the proximity of areas. We employ nonlinear dimensionality reduction to characterize connectivity components and identify specific aspects of functional connectivity that are linked to myelin content. Our results reveal a consistent spatial pattern throughout different analytic approaches. While functional connectivity and myelin content are closely linked in unimodal areas, the correspondence is lower in transmodal areas, especially in posteromedial cortex and the angular gyrus. Our findings are in agreement with comprehensive reports linking histologically assessed microstructure and connectivity in different mammalian species and extend them to the human cerebral cortex in vivo.

DOI10.1093/cercor/bhx030
Alternate JournalCereb. Cortex
PubMed ID28184415
PubMed Central IDPMC5390400
Grant ListU54 MH091657 / MH / NIMH NIH HHS / United States
R01 EB020740 / EB / NIBIB NIH HHS / United States
P41 EB019936 / EB / NIBIB NIH HHS / United States
R01 MH092380 / MH / NIMH NIH HHS / United States
U01 MH108168 / MH / NIMH NIH HHS / United States

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