Hub disruption in HIV disease and cocaine use: A connectomics analysis of brain function

被引:1
|
作者
Al-Khalil, Kareem [1 ]
Bell, Ryan P. [1 ,4 ]
Towe, Sheri L. [1 ,4 ]
Cohen, Jessica R. [2 ]
Gadde, Syam [3 ]
Mu, James [1 ]
Hall, Shana A. [1 ]
Meade, Christina S. [1 ,3 ,4 ]
机构
[1] Duke Univ, Sch Med, Dept Psychiat & Behav Sci, 2400 Pratt St, Durham, NC 27705 USA
[2] Univ N Carolina, Dept Psychol & Neurosci, 100 E Franklin St,Suite 200, Chapel Hill, NC 27599 USA
[3] Duke Univ, Med Ctr, Brain Imaging Anal Ctr, 40 Duke Med Cir 414, Durham, NC 27710 USA
[4] Wake Forest Univ, Sch Med, 475 Vine St, Winston Salem, NC 27101 USA
关键词
Hub disruption index; HIV disease; Cocaine use; Centrality; Connectomics; HUMAN-IMMUNODEFICIENCY-VIRUS; RESTING-STATE; NEUROCOGNITIVE DISORDERS; NEUROPSYCHOLOGICAL IMPAIRMENT; CONNECTIVITY; NETWORK; INFECTION; ADDICTION; ORGANIZATION; REGISTRATION;
D O I
10.1016/j.drugalcdep.2024.112416
中图分类号
R194 [卫生标准、卫生检查、医药管理];
学科分类号
摘要
Background: Cocaine use (CU) is prevalent in people with HIV (PWH). Both conditions are linked to changes in cognitive functioning and neural network topology. The current study utilizes graph theory to investigate functional connectomics associated with HIV and CU, focusing on disruption of densely connected nodes called hubs. Methods: Resting state functional magnetic resonance imaging (fMRI) from 206 adults (ages 22-55 years) were analyzed. A HIV x CU factorial design was implemented with participants in four groups: HIV+CU (n= 41), HIV only (n= 88), CU only (n= 36), and controls (n= 41). Functional connectomes were constructed, and thresholded graph metrics were calculated. Network centrality metrics - betweenness centrality (BC), participation coefficient (PC), and within module degree (WD) - were quantified into hub disruption indices (HDI). For each index, a 2x2 ANCOVA was performed controlling for education. Results: Participants were 68 % male and 74 % African-American with a mean age of 44.4 years. HIV and CU were associated with hub disruption in all three indices. Interactions were significant for HDI-PC and HDI-WD, such that HIV disease was associated with greater hub disruption among participants without CU, but not among participants with CU. Overall, lower global cognitive functioning was associated with greater hub disruption on all three indices. Conclusions: Widespread hub disruption was evident in HIV disease and CU, highlighting topological reorganization in both diseases with neurocognitive effects. Hub-related measures inform functional connectivity disruptions in HIV disease and CU, particularly with respect to changes in network topology throughout the connectome.
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页数:13
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