Directional coordination along the cortical hierarchy is selectively reorganized in schizophrenia
Abstract
Schizophrenia has long been framed as a disorder of the cortical hierarchy. Yet, the hierarchy has been studied almost entirely as fixed anatomy, leaving its moment-to-moment expression in ongoing brain activity unmeasured. By retaining the signed lead-lag geometry that conventional connectivity measures discard, complex-valued phase synchrony resolved a dynamic directional axis of coordination in which regions reversed their lead-lag relationship over time as the brain transitioned among feedback, feedforward, and integrative regimes. The three regimes replicated across seven datasets from four independent cohorts and aligned region by region with an independently defined cortical hierarchy. Neighboring organizing principles, including propagating waves, arousal, and the principal gradient, were insufficient to explain regime identity. Within the same subjects, GABAergic sedation shifted coordination toward feedback and motor imagery toward feedforward, demonstrating that the axis reflects a manipulable property of brain dynamics rather than a statistical partition. In schizophrenia (151 patients, 160 controls), the axis reorganized selectively: feedback coordination became less persistent, integrative coordination more persistent, feedforward comparatively spared, and trajectories less diverse. These effects replicated in an independent clinical cohort (68 patients, 89 controls). The reorganization tracked positive symptom severity, and its relationship to cognition reversed relative to controls: faster convergence to equilibrium was associated with better cognition in controls and worse cognition in patients. Directional coordination therefore identifies a reproducible and controllable dynamic expression of the cortical hierarchy that is selectively reorganized in schizophrenia and linked to both symptoms and cognitive function.
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BibTeX
@misc{wiafe2026directional,
title = {{Directional coordination along the cortical hierarchy is selectively reorganized in schizophrenia}},
author = {Sir-Lord Wiafe and Najme Soleimani and Zening Fu and Robyn Miller and Vince Calhoun},
howpublished = {Research Square},
year = {2026},
month = oct,
doi = {10.21203/rs.3.rs-10874397/v1},
url = {https://doi.org/10.21203/rs.3.rs-10874397/v1},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - Directional coordination along the cortical hierarchy is selectively reorganized in schizophrenia
AU - Sir-Lord Wiafe
AU - Najme Soleimani
AU - Zening Fu
AU - Robyn Miller
AU - Vince Calhoun
PY - 2026
DA - 2026/10/18
PB - Research Square
DO - 10.21203/rs.3.rs-10874397/v1
UR - https://doi.org/10.21203/rs.3.rs-10874397/v1
AB - Schizophrenia has long been framed as a disorder of the cortical hierarchy. Yet, the hierarchy has been studied almost entirely as fixed anatomy, leaving its moment-to-moment expression in ongoing brain activity unmeasured. By retaining the signed lead-lag geometry that conventional connectivity measures discard, complex-valued phase synchrony resolved a dynamic directional axis of coordination in which regions reversed their lead-lag relationship over time as the brain transitioned among feedback, feedforward, and integrative regimes. The three regimes replicated across seven datasets from four independent cohorts and aligned region by region with an independently defined cortical hierarchy. Neighboring organizing principles, including propagating waves, arousal, and the principal gradient, were insufficient to explain regime identity. Within the same subjects, GABAergic sedation shifted coordination toward feedback and motor imagery toward feedforward, demonstrating that the axis reflects a manipulable property of brain dynamics rather than a statistical partition. In schizophrenia (151 patients, 160 controls), the axis reorganized selectively: feedback coordination became less persistent, integrative coordination more persistent, feedforward comparatively spared, and trajectories less diverse. These effects replicated in an independent clinical cohort (68 patients, 89 controls). The reorganization tracked positive symptom severity, and its relationship to cognition reversed relative to controls: faster convergence to equilibrium was associated with better cognition in controls and worse cognition in patients. Directional coordination therefore identifies a reproducible and controllable dynamic expression of the cortical hierarchy that is selectively reorganized in schizophrenia and linked to both symptoms and cognitive function.
SN - 2693-5015
ER -