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
相关论文
共 78 条
[51]   Dendritic injury is a pathological substrate for human immunodeficiency virus-related cognitive disorders [J].
Masliah, E ;
Heaton, RK ;
Marcotte, TD ;
Ellis, RJ ;
Wiley, CA ;
Mallory, M ;
Achim, CL ;
McCutchan, JA ;
Nelson, JA ;
Atkinson, JH ;
Grant, I ;
Chandler, JL ;
Wallace, MR ;
Spector, SA ;
Jernigan, T ;
Hesselink, J ;
Hansen, L ;
Abramson, I ;
Masys, D .
ANNALS OF NEUROLOGY, 1997, 42 (06) :963-972
[52]   Mapping cognition to the brain through neural interactions [J].
McIntosh, AR .
MEMORY, 1999, 7 (5-6) :523-548
[53]   Callosal degradation in HIV-1 infection predicts hierarchical perception: A DTI study [J].
Mueller-Oehring, Eva M. ;
Schulte, Tilman ;
Rosenbloom, Margaret J. ;
Pfefferbaum, Adolf ;
Sullivan, Edith V. .
NEUROPSYCHOLOGIA, 2010, 48 (04) :1133-1143
[54]   HIV clades B and C are associated with reduced brain volumetrics [J].
Ortega, Mario ;
Heaps, Jodi M. ;
Joska, John ;
Vaida, Florin ;
Seedat, Soraya ;
Stein, Dan J. ;
Paul, Robert ;
Ances, Beau M. .
JOURNAL OF NEUROVIROLOGY, 2013, 19 (05) :479-487
[55]  
Paul RH, 2016, J NEUROVIROL, P1
[56]   Relative sensitivity of magnetic resonance spectroscopy and quantitative magnetic resonance imaging to cognitive function among nondemented individuals infected with HIV [J].
Paul, Robert H. ;
Ernst, Thomas ;
Brickman, Adam M. ;
Yiannoutsos, Constantin T. ;
Tate, David F. ;
Cohen, Ronald A. ;
Navia, Bradford A. .
JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY, 2008, 14 (05) :725-733
[57]   White matter abnormalities in HIV-1 infection: A diffusion tensor imaging study [J].
Pomara, N ;
Crandall, DT ;
Choi, SJ ;
Johnson, G ;
Lim, KO .
PSYCHIATRY RESEARCH-NEUROIMAGING, 2001, 106 (01) :15-24
[58]  
Ragin AB, 2004, AM J NEURORADIOL, V25, P195
[59]   Structural brain alterations can be detected early in HIV infection [J].
Ragin, Ann B. ;
Du, Hongyan ;
Ochs, Renee ;
Wu, Ying ;
Sammet, Christina L. ;
Shoukry, Alfred ;
Epstein, Leon G. .
NEUROLOGY, 2012, 79 (24) :2328-2334
[60]   Cerebral white matter damage in HIV infection demonstrated using beta-amyloid precursor protein immunoreactivity [J].
Raja, F ;
Sherriff, FE ;
Morris, CS ;
Bridges, LR ;
Esiri, MM .
ACTA NEUROPATHOLOGICA, 1997, 93 (02) :184-189