Two common and distinct forms of variation in human functional brain networks

The cortex has a characteristic layout with specialized functional areas forming distributed large-scale networks. However, substantial work shows striking variation in this organization across people, which relates to differences in behavior. While most previous work treats individual differences a...

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Veröffentlicht in:Nature neuroscience 2024-06, Vol.27 (6), p.1187-1198
Hauptverfasser: Dworetsky, Ally, Seitzman, Benjamin A., Adeyemo, Babatunde, Nielsen, Ashley N., Hatoum, Alexander S., Smith, Derek M., Nichols, Thomas E., Neta, Maital, Petersen, Steven E., Gratton, Caterina
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container_end_page 1198
container_issue 6
container_start_page 1187
container_title Nature neuroscience
container_volume 27
creator Dworetsky, Ally
Seitzman, Benjamin A.
Adeyemo, Babatunde
Nielsen, Ashley N.
Hatoum, Alexander S.
Smith, Derek M.
Nichols, Thomas E.
Neta, Maital
Petersen, Steven E.
Gratton, Caterina
description The cortex has a characteristic layout with specialized functional areas forming distributed large-scale networks. However, substantial work shows striking variation in this organization across people, which relates to differences in behavior. While most previous work treats individual differences as linked to boundary shifts between the borders of regions, here we show that cortical ‘variants’ also occur at a distance from their typical position, forming ectopic intrusions. Both ‘border’ and ‘ectopic’ variants are common across individuals, but differ in their location, network associations, properties of subgroups of individuals, activations during tasks, and prediction of behavioral phenotypes. Border variants also track significantly more with shared genetics than ectopic variants, suggesting a closer link between ectopic variants and environmental influences. This work argues that these two dissociable forms of variation—border shifts and ectopic intrusions—must be separately accounted for in the analysis of individual differences in cortical systems across people. The layout of cortical systems varies across people, which is assumed to be largely due to border shifts between nearby systems. Dworetsky et al. reveal a qualitatively different variation in systems that occurs at a distance from expected locations.
doi_str_mv 10.1038/s41593-024-01618-2
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subjects 59
59/36
59/57
631/1647/245/1627
631/378/2649
Adult
Animal Genetics and Genomics
Behavior
Behavioral Sciences
Biological Techniques
Biomedical and Life Sciences
Biomedicine
Boundaries
Brain
Brain - physiology
Brain Mapping
Cerebral Cortex - physiology
Female
Genetics
Humans
Individuality
Intrusion
Layouts
Magnetic Resonance Imaging
Male
Medicine
Methods
Nerve Net - physiology
Neural Pathways - physiology
Neurobiology
Neurology
Neurosciences
Phenotypes
Psychology
Subgroups
Variation
Young Adult
title Two common and distinct forms of variation in human functional brain networks
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