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图论分析揭示了病毒抑制的同性恋男性中与HIV相关的无症状神经认知障碍患者的功能性脑网络改变。

Graph theory analysis reveals functional brain network alterations in HIV-associated asymptomatic neurocognitive impairment in virally suppressed homosexual males.

作者信息

Aili Xire, Han Shuai, Ma Juming, Liu Jiaojiao, Wang Wei, Hou Chuanke, Jiang Xingyuan, Luo Haixia, Xu Fan, Li Ruili, Li Hongjun

机构信息

Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, 100083, People's Republic of China.

Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069, People's Republic of China.

出版信息

BMC Infect Dis. 2025 Mar 25;25(1):408. doi: 10.1186/s12879-025-10780-2.

Abstract

BACKGROUND

This study aimed to investigate the global and nodal functional network alterations, abnormal connections of brain regions, and potential imaging biomarkers in virally suppressed people living with HIV (PLH) with asymptomatic neurocognitive impairment (ANI) using graph theory analysis.

METHODS

The study included 64 men with ANI (mean age 32.45 years) and 64 healthy controls (HC) (mean age 31.31 years). The functional network was established through the graph theory method and Automated Anatomic Labeling (AAL) 90 atlas, which provides a cerebrum parcellation framework. Moreover, hub regions were identified based on betweenness centrality (Bc). Functional connectivity (FC) differences were investigated between the two groups, these connections were located in the resting-state network (RSN). Neuropsychological (NP) tests were performed, and relationships between graph theory measures, clinical data, and NP tests were analyzed. Multiple comparisons were used to correct for false-positive findings.

RESULTS

On the global level, small-worldness, global efficiency (Eg), and local efficiency (Eloc) were significantly decreased in ANI subjects. On a nodal level, brain regions in the frontal and subcortical regions showed significantly decreased nodal measures, while regions in the parietal, temporal, and occipital lobes showed increased nodal measures. Increased FCs were found between brain regions in the visual, frontoparietal, and somatomotor networks. Hub regions overlapped highly between the two groups. Age was negatively correlated with graph theory measures.

CONCLUSION

Our findings demonstrate the global and nodal alterations in the functional network of virally suppressed homosexual males in the ANI stage. Frontal and subcortical brain regions may be important for finding the imaging biomarkers for HIV-associated neurocognitive disorder.

摘要

背景

本研究旨在使用图论分析,调查病毒学抑制的无症状神经认知障碍(ANI)的HIV感染者(PLH)的全脑和节点功能网络改变、脑区异常连接以及潜在的影像学生物标志物。

方法

本研究纳入了64名患有ANI的男性(平均年龄32.45岁)和64名健康对照者(HC)(平均年龄31.31岁)。通过图论方法和自动解剖标记(AAL)90图谱建立功能网络,该图谱提供了大脑分区框架。此外,基于介数中心性(Bc)确定枢纽区域。研究两组之间的功能连接(FC)差异,这些连接位于静息态网络(RSN)中。进行神经心理学(NP)测试,并分析图论指标、临床数据和NP测试之间的关系。采用多重比较校正假阳性结果。

结果

在整体水平上,ANI受试者的小世界特性、全局效率(Eg)和局部效率(Eloc)显著降低。在节点水平上,额叶和皮质下区域的脑区节点指标显著降低,而顶叶、颞叶和枕叶区域的节点指标升高。在视觉、额顶叶和躯体运动网络的脑区之间发现功能连接增加。两组之间的枢纽区域高度重叠。年龄与图论指标呈负相关。

结论

我们的研究结果表明,处于ANI阶段的病毒学抑制的同性恋男性的功能网络存在整体和节点改变。额叶和皮质下脑区可能对寻找HIV相关神经认知障碍的影像学生物标志物很重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e94f/11938670/f3138dbdde7f/12879_2025_10780_Fig1_HTML.jpg

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