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

IF 3.4 3区 医学 Q2 INFECTIOUS DISEASES
Xire Aili, Shuai Han, Juming Ma, Jiaojiao Liu, Wei Wang, Chuanke Hou, Xingyuan Jiang, Haixia Luo, Fan Xu, Ruili Li, Hongjun Li
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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.

图论分析揭示了hiv相关的无症状性神经认知障碍同性恋男性的功能性脑网络改变。
背景:本研究旨在利用图论分析研究病毒抑制的HIV感染者(PLH)无症状神经认知障碍(ANI)的整体和节点功能网络改变、大脑区域异常连接以及潜在的成像生物标志物。方法:64例ANI患者(平均年龄32.45岁)和64例健康对照(HC)(平均年龄31.31岁)。通过图论方法和自动解剖标记(AAL) 90图谱建立了功能网络,提供了一个大脑分块框架。此外,基于中间性中心性(Bc)对枢纽区域进行了识别。功能连接(FC)在两组间的差异,这些连接位于静息状态网络(RSN)。进行神经心理学(NP)测试,并分析图论测量、临床数据和NP测试之间的关系。使用多重比较来纠正假阳性结果。结果:在整体水平上,ANI受试者的小世界性、整体效率(Eg)和局部效率(Eloc)显著降低。在脑节水平上,额叶和皮层下的脑区显示出显著的节量减少,而顶叶、颞叶和枕叶的脑区显示出增加的节量。在视觉、额顶叶和躯体运动网络的大脑区域之间发现了增加的FCs。两组之间的枢纽区域高度重叠。年龄与图论测度呈负相关。结论:我们的研究结果表明,在ANI阶段,病毒抑制的同性恋男性的功能网络发生了全局和节点的改变。额叶和皮层下脑区可能对寻找hiv相关神经认知障碍的成像生物标志物很重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Infectious Diseases
BMC Infectious Diseases 医学-传染病学
CiteScore
6.50
自引率
0.00%
发文量
860
审稿时长
3.3 months
期刊介绍: BMC Infectious Diseases is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of infectious and sexually transmitted diseases in humans, as well as related molecular genetics, pathophysiology, and epidemiology.
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