Skip to main content

ORIGINAL RESEARCH article

Front. Neurol.

Sec. Applied Neuroimaging

Volume 16 - 2025 | doi: 10.3389/fneur.2025.1561555

This article is part of the Research Topic Women in Radiology: Neuroimaging and Neurotechnology View all 7 articles

Sex-specific brain morphological and network differences in patients showing Parkinson's disease with and without possible rapid eye movement sleep behavior disorder

Provisionally accepted
Yang Liu Yang Liu 1Pengfei Zhang Pengfei Zhang 1Hao Li Hao Li 1Liang Zhou Liang Zhou 1Jingqi Jiang Jingqi Jiang 1Yanli Jiang Yanli Jiang 1Kai Ai Kai Ai 2Guangyao Liu Guangyao Liu 1Jing Zhang Jing Zhang 1*
  • 1 Department of Magnetic Resonance, Lanzhou University Second Hospital, Lanzhou, Gansu Province, China
  • 2 Department of Clinical and Technical Support, Philips Healthcare, Xi’an, China

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

    Background: Sex is a crucial determinant in the clinical manifestations of diseases. However, previous studies have not clarified whether altered brain morphology shows sex-specific patterns in patients with Parkinson's disease (PD) with or without possible rapid eye movement sleep behavior disorder (RBD). This study aimed to investigate sex-specific differences in the patterns of morphological changes among different subgroups of PD. Methods: High-resolution T1weighted magnetic resonance imaging and clinical scale data were collected from 278 participants in the Parkinson's disease Progression Marker Initiative database: 93 patients with PD-pRBD (60 males, 33 females), 114 patients showing PD without RBD (PDnon-pRBD group; 68 males, 46 females), and 71 healthy controls (HCs; 44 males, 17 females). The Computational Anatomy Toolbox (CAT) 12 was utilized to collect data on gray matter volume (GMV) and cortical morphological metrics. Subsequently, individual-level morphological similarity networks were constructed on the basis of these cortical metrics. Finally, the topological properties of the network were analyzed using graph theoretical methods.In the PD-pRBD group, the GMV in the frontal and temporal lobes of males was lower than that of females. In contrast, the gyrification index (GI) of the frontal lobe in males was lower than that in females within the PDnon-pRBD group. Network analyses based on graph theory revealed that male PD-pRBD patients showed lower network information integration than female patients, particularly in terms of the global properties of fractal dimension (FD) networks.Moreover, in the PD-pRBD group, male patients showed a strong correlation between morphological network metrics and cognitive performance, as measured by the Hopkins Verbal Learning Test-Revised (HVLT-R) memory scores. Conclusion:The presence of more significant sex-related differences in brain morphological changes in the PD-pRBD group in comparison with the PDnon-pRBD group highlights the importance of considering sex-related differences in the diagnosis and management of patients with PD-pRBD.

    Keywords: Parkinson's disease, sex differences, rapid eye movement sleep behavior disorder, morphological brain network, cortical surface

    Received: 16 Jan 2025; Accepted: 17 Mar 2025.

    Copyright: © 2025 Liu, Zhang, Li, Zhou, Jiang, Jiang, Ai, Liu and Zhang. 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: Jing Zhang, Department of Magnetic Resonance, Lanzhou University Second Hospital, Lanzhou, 730030, Gansu Province, China

    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.

    Research integrity at Frontiers

    Man ultramarathon runner in the mountains he trains at sunset

    95% of researchers rate our articles as excellent or good

    Learn more about the work of our research integrity team to safeguard the quality of each article we publish.


    Find out more