Evidence map›Paper›PMID 42244641›Full record

ArticlebioRxiv : the preprint server for biology2026

Large-scale brain dynamics are organized by a directional coordination hierarchy.

Sir-Lord Wiafe, Najme Soleimani, Zening Fu, Robyn Miller, Vince D Calhoun

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Sir-Lord WiafeTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA 30303, USA.ORCID 0009-0002-8583-7987
Najme SoleimaniTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA 30303, USA.ORCID 0009-0007-3930-094X
Zening FuTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA 30303, USA.ORCID 0000-0002-1591-4900
Robyn MillerTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA 30303, USA.ORCID 0000-0002-4679-7567
Vince D CalhounTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA 30303, USA.ORCID 0000-0001-9058-0747

Funding

Data-driven solutions for temporal, spatial, and spatiotemporal dynamic functional connectivityR01MH123610 · NIMH · GEORGIA STATE UNIVERSITY · PI ADALI, TULAY, CALHOUN, VINCE D · 2021 to 2025
$3.1M
NIMH NIH HHS R01 MH123610
6 · The paper itself

Abstract

The cortical hierarchy is a central organizing feature of brain structure and function, yet whether it is continuously expressed in spontaneous neural activity remains unresolved. Here, we show that resting-state brain dynamics are organized along a directional coordination axis that recapitulates hierarchical information flow. Focusing on the directional dynamics of interregional coordination, we identify three recurrent coordination regimes: a feedback-dominated mode in which transmodal cortex leads sensory systems, a feedforward-dominated mode reflecting the reverse, and an integrative mode of balanced bidirectional exchange. These modes define a low-dimensional coordination landscape that replicates across four independent cohorts, establishing directional structure as a stable property of the adult brain. In schizophrenia, this landscape is selectively reorganized: feedback-dominated coordination becomes less persistent, integrative coordination becomes more persistent, and global dynamics shift toward faster convergence and reduced entropy, reflecting a loss of directional constraint and dynamical flexibility. These alterations track symptom severity, cognitive performance, and medication exposure. Mediation analyses suggest that medication-related reductions in integrative coordination are statistically routed through feedforward dynamics, consistent with dopaminergic modulation of recurrent cortical loops as a candidate mechanism. Together, these findings identify directional functional dynamics as a fundamental and clinically informative axis of large-scale brain organization.

Indexed as

Complex-valued phase synchrony (CVPS)Cortical hierarchyDirectional coordination dynamicsResting-state fMRISchizophrenia

Identifiers

PMID42244641
PMCPMC13232113

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.