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

  • Ally Dworetsky
  • , Benjamin A. Seitzman
  • , Babatunde Adeyemo
  • , Ashley N. Nielsen
  • , Alexander S. Hatoum
  • , Derek M. Smith
  • , Thomas E. Nichols
  • , Maital Neta
  • , Steven E. Petersen
  • , Caterina Gratton

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)1187-1198
Number of pages12
JournalNature neuroscience
Volume27
Issue number6
DOIs
StatePublished - Jun 2024

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