Evidence map›Paper›PMID 41453863›Full record

ArticleNature communications2025

Human cortical dynamics reflect graded contributions of local geometry and network topography.

Jessica Royer, Casey Paquola, Raul Rodriguez-Cruces, Hans Auer, Alexander Ngo, Ella Sahlas, Thaera Arafat, Chifaou Abdallah, Daniel Mansilla de Latorre, Raluca Pana and 5 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Jessica RoyerCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada. jessica.royer@mail.mcgill.ca.ORCID http://orcid.org/0000-0002-4448-8998
Casey PaquolaInstitute of Neuroscience and Medicine (INM-7), Forschungszentrum Jülich, Jülich, Germany.
Raul Rodriguez-CrucesCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.ORCID http://orcid.org/0000-0002-2917-1212
Hans AuerCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Alexander NgoCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Ella SahlasCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Thaera ArafatCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Chifaou AbdallahCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Daniel Mansilla de LatorreCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Raluca PanaCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Jeffrey HallCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Robert LeechKing's College London, London, UK.ORCID http://orcid.org/0000-0002-5801-6318
Jonathan SmallwoodQueen's University, Kingston, ON, Canada.ORCID http://orcid.org/0000-0002-7298-2459
Birgit FrauscherDepartment of Neurology, Duke University Medical Center, Durham, NC, USA.ORCID http://orcid.org/0000-0001-6064-1529
Boris C BernhardtCentre of Excellence in Epilepsy, Montréal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada. boris.bernhardt@mcgill.ca.ORCID http://orcid.org/0000-0001-9256-6041

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The brain is a physically embedded and heavily interconnected system that expresses neural rhythms across multiple time scales. While these dynamics result from the complex interplay of local and inter-regional factors, the relative contribution of such mechanisms across the cortex remains unclear. Our study explores geometric, microstructural, and connectome-level constraints on cortex-wide neural activity. We leverage intracranial electroencephalography recordings to derive a coordinate system of human cortical dynamics. Using multimodal neuroimaging, we could then demonstrate that these patterns are largely explainable by geometric properties indexed by inter-regional distance. However, dynamics in transmodal association regions are additionally explainable by incorporation of inter-regional microstructural similarity and connectivity information. Our findings are generally consistent when cross-referencing electroencephalography and imaging data from large-scale atlases and when using data obtained in the same individuals, suggesting subject-specificity and population-level generalizability. Together, our results suggest that the relative contribution of local and macroscale constraints on cortical dynamics varies systematically across the cortical sheet, specifically highlighting the role of transmodal networks in inter-regional cortical coordination.

Indexed as

Cerebral CortexNerve NetAdultBrain MappingConnectomeElectrocorticographyElectroencephalographyFemaleHumansMagnetic Resonance ImagingMaleYoung Adult

Identifiers

PMID41453863
PMCPMC12847990

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.