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Topological Organization of Whole-Brain White Matter in HIV Infection

机译:HIV感染全脑白质的拓扑组织

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摘要

Infection with human immunodeficiency virus (HIV) is associated with neuroimaging alterations. However, little is known about the topological organization of whole-brain networks and the corresponding association with cognition. As such, we examined structural whole-brain white matter connectivity patterns and cognitive performance in 29 HIV+ young adults (mean age = 25.9) with limited or no HIV treatment history. HIV+ participants and demographically similar HIV− controls (n = 16) residing in South Africa underwent magnetic resonance imaging (MRI) and neuropsychological testing. Structural network models were constructed using diffusion MRI-based multifiber tractography and T1-weighted MRI-based regional gray matter segmentation. Global network measures included whole-brain structural integration, connection strength, and structural segregation. Cognition was measured using a neuropsychological global deficit score (GDS) as well as individual cognitive domains. Results revealed that HIV+ participants exhibited significant disruptions to whole-brain networks, characterized by weaker structural integration (characteristic path length and efficiency), connection strength, and structural segregation (clustering coefficient) than HIV− controls (p < 0.05). GDSs and performance on learning/recall tasks were negatively correlated with the clustering coefficient (p < 0.05) in HIV+ participants. Results from this study indicate disruption to brain network integrity in treatment-limited HIV+ young adults with corresponding abnormalities in cognitive performance.
机译:人类免疫缺陷病毒(HIV)感染与神经影像改变有关。但是,关于全脑网络的拓扑组织以及与认知的对应关系知之甚少。因此,我们研究了29名HIV感染史有限或没有HIV治疗史的年轻人(平均年龄= 5.925.9)的全脑白质结构连接模式和认知表现。居住在南非的HIV +参与者和人口统计学上相似的HIV-对照(n = 16)接受了磁共振成像(MRI)和神经心理学测试。使用基于弥散MRI的多纤维束成像和基于T1加权MRI的区域灰质分割来构建结构网络模型。全球网络措施包括全脑结构整合,连接强度和结构隔离。认知是使用神经心理学的整体缺陷评分(GDS)以及个人认知领域来衡量的。结果显示,HIV +参与者表现出对全脑网络的重大破坏,其特征在于结构整合(特征路径长度和效率),连接强度和结构隔离(聚类系数)较HIV-对照弱(p <0.05)。 GDS和学习/回忆任务的表现与HIV +参与者的聚类系数呈负相关(p <0.05)。这项研究的结果表明,治疗受限的HIV +年轻人的脑网络完整性受到破坏,并伴有相应的认知能力异常。

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