Topological Organization of Whole-Brain White Matter in HIV Infection

被引:14
作者
Baker, Laurie M. [1 ]
Cooley, Sarah A. [2 ]
Cabeen, Ryan P. [3 ]
Laidlaw, David H. [4 ]
Joska, John A. [5 ]
Hoare, Jacqueline [5 ]
Stein, Dan J. [5 ,6 ]
Heaps-Woodruff, Jodi M. [7 ]
Salminen, Lauren E. [3 ]
Paul, Robert H. [1 ,7 ]
机构
[1] Univ Missouri, Dept Psychol, One Univ Blvd,Stadler Hall 327, St Louis, MO 63121 USA
[2] Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
[3] Univ Southern Calif, Keck Sch Med, Los Angeles, CA USA
[4] Brown Univ, Dept Comp Sci, Providence, RI 02912 USA
[5] Univ Cape Town, Dept Psychiat & Mental Hlth, Cape Town, South Africa
[6] MRC Unit Anxiety & Stress Disorders, Cape Town, South Africa
[7] Missouri Inst Mental Hlth, St Louis, MO USA
基金
英国医学研究理事会;
关键词
cognition; HIV; network analysis; whole-brain connectivity; HUMAN-IMMUNODEFICIENCY-VIRUS; STRUCTURAL CORTICAL NETWORKS; HUMAN CEREBRAL-CORTEX; NEUROPSYCHOLOGICAL IMPAIRMENT; ANTIRETROVIRAL THERAPY; VOLUME LOSS; ABNORMALITIES; CONNECTIVITY; TRACTOGRAPHY; INJURY;
D O I
10.1089/brain.2016.0457
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
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 T-1-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.
引用
收藏
页码:115 / 122
页数:8
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