# Disrupted Hierarchical Functional Brain Organization in Affective and Psychotic Disorders: Insights from Functional Brain Gradients

**Authors:** Joseph Kambeitz, Hannah Hacker, Linnea Hoheisel, Madalina Buciuman, Annkathrin Böke, Theresa Lichtenstein, Marlene Rosen, Shalaila Haas, Anne Ruef, Dominic Dwyer, Paolo Brambilla, Carolina Bonivento, Rachel Upthegrove, Stephen Wood, Stefan Borgwardt, Eva Meisenzahl, Stephan Ruhrmann, Raimo Salokangas, Udo Dannlowski, Nikolaos Koutsouleris, Lana Kambeitz-Ilankovic, Rebekka Lencer

PMC · DOI: 10.21203/rs.3.rs-6287335/v1 · Research Square · 2025-04-17

## TL;DR

This study finds that brain organization is disrupted in psychiatric disorders like psychosis and depression, affecting sensory and attention networks.

## Contribution

The study introduces functional brain gradients to reveal both transdiagnostic and disorder-specific disruptions in hierarchical brain organization.

## Key findings

- All patient groups showed altered visual-to-sensorimotor gradients, while only psychosis patients had changes in the association-to-sensory gradient.
- CHR-P and ROP patients had lower values in the ventral attention network, and patients combined showed higher values in the somatomotor network.
- Gradient measures correlated weakly with functioning, visual dysfunctions, and cognition, and linked to receptor expression maps.

## Abstract

Patients with psychosis and depression show widespread alterations in brain resting-state functional connectivity (rs-FC), affecting both sensory and higher-order brain regions. In this study, we investigate disruptions in the hierarchical organization of brain functional networks in patients with psychotic and affective disorders. We derived functional brain gradients, low dimensional representations of rs-FC that capture cortical hierarchy, in a large patient sample including clinical high-risk for psychosis (CHR-P) patients, recent-onset psychosis (ROP) patients, recent-onset depression (ROD) patients, and healthy controls (HC). We examined regional alterations, network-level alterations and functional differentiation and their relationship to clinical symptoms. In addition, we linked case-control differences to receptor expression maps to explore underlying neurobiological mechanisms. All patient groups exhibited alterations in the visual-to-sensorimotor gradient, while only ROP patients showed alterations in the association-to-sensory gradient. CHR-P and ROP patients exhibited lower values in the ventral attention network. Additionally, patients combined showed higher values in the somatomotor network, a reduced gradient range and altered between-network dispersion. ROD showed reduced within-network dispersion in the attentional networks and a reduced range. Correlational analysis revealed weak associations of gradient measures with functioning, visual dysfunctions and cognition. Furthermore case-control differences showed associations to receptor expression maps, suggesting the involvement of neurotransmitter systems in these disruptions. Our findings reveal transdiagnostic and disease-specific alterations of hierarchical brain organization. These alterations indicate deficits in functional integration across psychiatric diseases, highlighting the role of attentional and sensory networks in disease processes.

## Linked entities

- **Diseases:** psychosis (MONDO:0005485), depression (MONDO:0002050)

## Full-text entities

- **Diseases:** ROD (MESH:D003866), psychotic and affective disorders (MESH:D000341), psychiatric diseases (MESH:D001523), CHR-P (MESH:D011618), visual dysfunctions (MESH:D014786)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12047974/full.md

## References

67 references — full list in the complete paper: https://tomesphere.com/paper/PMC12047974/full.md

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Source: https://tomesphere.com/paper/PMC12047974