Structural connectome differences in HIV infection: brain network segregation associated with nadir CD4 cell count

被引:0
|
作者
Ryan P. Bell
Laura L. Barnes
Sheri L. Towe
Nan-kuei Chen
Allen W. Song
Christina S. Meade
机构
[1] Duke University School of Medicine,Department of Psychiatry & Behavioral Sciences
[2] Duke University Medical Center,Brain Imaging and Analysis Center
[3] Duke University School of Medicine,Department of Radiology
来源
Journal of NeuroVirology | 2018年 / 24卷
关键词
Graph theory; HIV; Connectome; Structural connectivity;
D O I
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中图分类号
学科分类号
摘要
This study investigated structural brain organization using diffusion tensor imaging (DTI) in 35 HIV-positive and 35 HIV-negative individuals. We used global and nodal graph theory metrics to investigate whether HIV was associated with differences in brain network organization based on fractional anisotropy (FA) and mean diffusivity (MD). Participants also completed a comprehensive neuropsychological testing battery. For global network metrics, HIV-positive individuals displayed a lower FA clustering coefficient relative to HIV-negative individuals. For nodal network metrics, HIV-positive individuals had less MD nodal degree in the left thalamus. Within HIV-positive individuals, the FA global clustering coefficient was positively correlated with nadir CD4 cell count. Across the sample, cognitive performance was negatively correlated with characteristic path length and positively correlated with global efficiency for FA. These results suggest that, despite management with combination antiretroviral therapy, HIV infection is associated with altered structural brain network segregation and thalamic centrality and that low nadir CD4 cell count may be a risk factor. These graph theory metrics may serve as neural biomarkers to identify individuals at risk for HIV-related neurological complications.
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页码:454 / 463
页数:9
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