The relationship between spatial configuration and functional connectivity of brain regions
Janine Diane BijsterboschiD, Mark W. WoolrichiD, Matthew F. GlasseriD, Emma C. RobinsoniD, Christian F. BeckmanniD, David C. Van EsseniD, Samuel J. HarrisoniD, Stephen M. SmithiD
Abstract
Brain connectivity is often considered in terms of the communication between functionally distinct brain regions. Many studies have investigated the extent to which patterns of coupling strength between multiple neural populations relates to behavior. For example, studies have used \"functional connectivity fingerprints\" to characterise individuals' brain activity. Here, we investigate the extent to which the exact spatial arrangement of cortical regions interacts with measures of brain connectivity. We find that the shape and exact location of brain regions interact strongly with the modelling of brain connectivity, and present evidence that the spatial arrangement of functional regions is strongly predictive of non-imaging measures of behaviour and lifestyle. We believe that, in many cases, cross-subject variations in the spatial configuration of functional brain regions are being interpreted as changes in functional connectivity. Therefore, a better understanding of these effects is important when interpreting the relationship between functional imaging data and cognitive traits.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 219
- FWCI
- 14.57
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The relationship between spatial configuration and functional connectivity of brain regions revisited
Janine Diane Bijsterbosch, Christian F. Beckmann, … Samuel J. Harrison·eLifePeer-reviewed·May 8, 2019
- Neuroimaging contrast across the cortical hierarchy is the feature maximally linked to behavior and demographics
Feng Han, Yameng Gu, … Xiao Liu·NeuroImagePeer-reviewed·Apr 14, 2020
- Variation in spatial dependencies across the cortical mantle discriminates the functional behaviour of primary and association cortex
Robert Leech, Reinder Vos de Wael, … Jonathan Smallwood·Nature CommunicationsPeer-reviewed·Sep 13, 2023
- Consistency in predicting functions from anatomical and functional connectivity profiles across the cortical cortex
Dongya Wu, Lingzhong Fan, Tianzi Jiang·bioRxiv·Jan 12, 2018
- Connectivity and function are coupled across cognitive domains throughout the brain
Kelly J. Hiersche, Zeynep M. Saygin, David E. Osher·Network NeurosciencePeer-reviewed·Oct 9, 2025
- Time-resolved structure-function coupling in brain networks
Zhen-Qi Liu, Bertha Vázquez-Rodríguez, … Bratislav Mišić·Communications BiologyPeer-reviewed·Jun 2, 2022