# Disrupted rich club organization in structural brain networks is related to childhood maltreatment in major depressive disorder

**Authors:** Junhua Huang, Bei Rong, Guoqing Gao, Mingzhe Zhou, Haomian Zhao, Yu Gao, Ning Tu, Lihong Bu, Ling Xiao, Gaohua Wang

PMC · DOI: 10.3389/fpsyt.2026.1759133 · Frontiers in Psychiatry · 2026-02-26

## TL;DR

Childhood maltreatment is linked to changes in brain network organization in people with major depressive disorder.

## Contribution

This study reveals disrupted rich club connectivity in MDD patients with childhood maltreatment.

## Key findings

- MDD patients with childhood maltreatment show reduced rich club connectivity and increased feeder connectivity.
- Childhood maltreatment scores correlate positively with feeder connectivity in MDD but negatively in healthy controls.
- Maltreatment may alter brain network patterns, indicating vulnerability to MDD.

## Abstract

Childhood maltreatment plays an important role for developing major depressive disorder (MDD), and many studies have suggested brain structural alterations related to this psychological factor. However, the specific impact of childhood maltreatment on rich club organization in structural brain networks in MDD remains unclear. The aim of this study was to investigate whether childhood maltreatment was related to the disruption of rich club organization in structural networks in MDD.

In this cross-sectional study, we recruited 130 first-episode, drug-naïve MDD patients and 122 healthy controls (HCs). The structural brain networks were reconstructed for all participants based on diffusion imaging data. Subsequently, the rich club organization was determined, and the connectivity measures (strength and density) in different connection classes were calculated and compared. The relationships between connectivity measures and clinical scores were evaluated.

The MDD patients with childhood maltreatment showed significant decreased connectivity strength and density in rich club connections, as well as increased connectivity density in feeder connections, as compared to those patients without childhood maltreatment. Besides, HCs with childhood maltreatment had lower connectivity strength and density in feeder connections than that of HCs without childhood maltreatment. Moreover, the correlations between scores of childhood maltreatment and connectivity density in feeder connections were significantly positive in MDD, whereas these correlations exhibited negative in HCs.

Our results may reflect the associations between the disrupted rich club organization and childhood maltreatment in MDD. Furthermore, with exposure to childhood maltreatment, the distinct connection patterns in depressed and healthy populations may indicate neuroimaging features associated with individual vulnerability or resilience to developing MDD in context of early life stress.

## Linked entities

- **Diseases:** major depressive disorder (MONDO:0002009)

## Full-text entities

- **Diseases:** depressed (MESH:D003866), Childhood maltreatment (MESH:D063766), MDD (MESH:D003865)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

55 references — full list in the complete paper: https://tomesphere.com/paper/PMC12979451/full.md

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Source: https://tomesphere.com/paper/PMC12979451