Intrinsic/extrinsic duality of large-scale neural functional integration in the human brain
Martin SjøgårdiD, Mathieu BourguignoniD, Lars CostersiD, Alexandru Mihai DumitrescuiD, Tim CooleniD, Liliia Roshchupkina, Florian DestokyiD, Julie BertelsiD, Maxime NieseniD, Marc Vander GhinstiD, Jeroen Van SchependomiD, Guy NagelsiD, Charline M. UrbainiD, Philippe PeigneuxiD, Serge GoldmaniD, Mark W. WoolrichiD, Xavier De TiègeiD, Vincent WensiD
Abstract
Human brain activity is not merely responsive to environmental context but includes intrinsic dynamics, as suggested by the discovery of functionally meaningful neural networks at rest, i.e., even without explicit engagement of the corresponding function. Yet, the neurophysiological coupling mechanisms distinguishing intrinsic (i.e., task-invariant) from extrinsic (i.e., task-dependent) brain networks remain indeterminate. Here, we investigated functional brain integration using magnetoencephalography throughout rest and various tasks recruiting different functional systems and modulating perceptual/cognitive loads. We demonstrated that two distinct modes of neural communication continually operate in parallel: extrinsic coupling supported by phase synchronization and intrinsic integration encoded in amplitude correlation. Intrinsic integration also contributes to phase synchronization, especially over short (second-long) timescales, through modulatory effects of amplitude correlation. Our study establishes the foundations of a novel conceptual framework for human brain function that fundamentally relies on electrophysiological features of functional integration. This framework blurs the boundary between resting-state and task-related neuroimaging.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 4
- Organism
- Assay
- 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
- A dynamical systems framework to uncover the drivers of large-scale cortical activity
Arian Ashourvan, Sérgio Pequito, … Brian Litt·bioRxiv·May 16, 2019
- Oscillatory mechanisms of intrinsic brain networks
Youjing Luo, Xianghong Meng, … Pengfei Xu·bioRxiv·Jul 7, 2022
- Structure-Constrained Intrinsic Timescales Across Tasks
Kaichao Wu, Raul P. Aristides, … Leonardo L. Gollo·bioRxiv·Sep 1, 2026
- Neural integrator and orchestrator communities shape spontaneous signaling in the human brain
Lorenzo Pini, Ranieri Dugo, … Maurizio Corbetta·PNAS NexusPeer-reviewed·Aug 24, 2026
- Large-scale intrinsic connectivity is consistent across varying task demands
Paulina Kieliba, Sasidhar S. Madugula, … Tamar R. Makin·PLoS ONEPeer-reviewed·Apr 10, 2019
- Electrophysiological foundations of the human default-mode network revealed by brain-wide intracranial-EEG recordings during resting-state and cognition
Anup Das, Carlo de los Angeles, Vinod Menon·NeuroImagePeer-reviewed·Jan 21, 2022