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基于图论分析的原发性痛经患者人脑连接组的异常拓扑组织

Abnormal Topological Organization of Human Brain Connectome in Primary Dysmenorrhea Patients Using Graph Theoretical Analysis.

作者信息

Chen Ri-Bo, Zhong Mei-Yi, Zhong Yu-Lin

机构信息

Department of Radiology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, 330006, People's Republic of China.

The First Clinical Medical College, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, 330006, People's Republic of China.

出版信息

J Pain Res. 2024 Aug 27;17:2789-2799. doi: 10.2147/JPR.S470194. eCollection 2024.

Abstract

BACKGROUND

Accumulating studies have revealed altered brain function and structure in regions linked to sensory, pain and emotion in individuals with primary dysmenorrhea (PD). However, the changes in the topological properties of the brain's functional connectome in patients with PD experiencing chronic pain remain poorly understood.

PURPOSE

Our study aimed to explore the mechanism of functional brain network impairment in individuals withPD through a graph-theoretic analysis.

MATERIAL AND METHODS

This study was a randomized controlled trial that included individuals with PD and healthy controls (HC) from June 2021 to June 2022. The experiment took place in the magnetic resonance imaging facility at Jiangxi Provincial People's Hospital. Static MRI scans were conducted on 23 female patients with PD and 23 healthy female controls. A two-sample -test was conducted to compare the global and nodal indices between the two groups, while the Network-Based Statistics (NBS) method was utilized to explore the functional connectivity alterations between the groups.

RESULTS

In the global index, The PD group exhibited decreased Sigma (p = 0.0432) and Gamma (p = 0.0470) compared to the HC group among the small-world network properties.(p<0.05) In the nodal index, the PD group displayed reduced betweenness centrality and increased degree centrality in the default mode network (DMN), along with decreased nodal efficiency and increased degree centrality in the visual network (VN). (P < 0.05, Bonferroni-corrected) Furthermore, in the connection analysis, PD patients showed altered functional connectivity in the basal ganglia network (BGN), VN, and DMN.(NBS corrected).

CONCLUSION

Our results indicate that individuals with PD showed abnormal brain network efficiency and abnormal connection within DMN, VN and BGN related to pain matrix. These findings have important references for understanding the neural mechanism of pain in PD.

摘要

背景

越来越多的研究表明,原发性痛经(PD)患者与感觉、疼痛和情绪相关的脑区功能和结构发生了改变。然而,对于经历慢性疼痛的PD患者大脑功能连接组拓扑特性的变化仍知之甚少。

目的

我们的研究旨在通过图论分析探索PD患者脑功能网络损伤的机制。

材料与方法

本研究为随机对照试验,于2021年6月至2022年6月纳入PD患者和健康对照(HC)。实验在江西省人民医院的磁共振成像设备上进行。对23名女性PD患者和23名健康女性对照进行了静态MRI扫描。进行双样本检验以比较两组之间的全局和节点指标,同时利用基于网络的统计(NBS)方法探索两组之间的功能连接改变。

结果

在全局指标方面,在小世界网络属性中,与HC组相比,PD组的西格玛(p = 0.0432)和伽马(p = 0.0470)降低(p<0.05)。在节点指标方面,PD组在默认模式网络(DMN)中的介数中心性降低,度中心性增加,同时在视觉网络(VN)中的节点效率降低,度中心性增加(P < 0.05,Bonferroni校正)。此外,在连接分析中,PD患者在基底神经节网络(BGN)、VN和DMN中显示出功能连接改变(NBS校正)。

结论

我们的结果表明,PD患者在与疼痛矩阵相关的DMN、VN和BGN中表现出异常的脑网络效率和异常连接。这些发现对于理解PD疼痛的神经机制具有重要参考价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ac8f/11365530/68d74d79bf5d/JPR-17-2789-g0001.jpg

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