Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Psychiatry

Sec. Mood Disorders

This article is part of the Research TopicNeurobiological mechanisms and psychological processes involved in the origin and development of trauma and depressionView all 5 articles

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

Provisionally accepted
Junhua  HuangJunhua Huang1Bei  RongBei Rong2Guoqing  GaoGuoqing Gao3,4,5Mingzhe  ZhouMingzhe Zhou1Haomian  ZhaoHaomian Zhao1Yu  GaoYu Gao1Ning  TuNing Tu6Lihong  BuLihong Bu6Ling  XiaoLing Xiao2*Gaohua  WangGaohua Wang1,2,7*
  • 1Department of Psychiatry, Renmin Hospital of Wuhan University, Wuhan, China
  • 2Institute of Neuropsychiatry, Renmin Hospital of Wuhan University, Wuhan, China
  • 3Department of Psychiatry, Affiliated Psychological Hospital of Anhui Medical University, Hefei, China
  • 4Department of Psychiatry, Hefei Fourth People’s Hospital, Hefei, China
  • 5Department of Psychiatry, Anhui Mental Health Center, Hefei, China
  • 6PET-CT/MR Center, Renmin Hospital of Wuhan University, Wuhan, China
  • 7Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan, China

The final, formatted version of the article will be published soon.

Background: 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. Methods: 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. Results: 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. Conclusion: 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.

Keywords: childhood maltreatment, connections, Major Depressive Disorder, rich cluborganization, structural brain networks

Received: 02 Dec 2025; Accepted: 22 Jan 2026.

Copyright: © 2026 Huang, Rong, Gao, Zhou, Zhao, Gao, Tu, Bu, Xiao and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Ling Xiao
Gaohua Wang

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.