Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:3830-3833. doi: 10.1109/EMBC46164.2021.9629503.
The human immunodeficiency virus (HIV) causes an infectious disease with a high viral tropism toward CD4 T-lymphocytes and macrophage. Since the advent of combined antiretroviral therapy (CART), the number of opportunistic infectious disease has diminished, turning HIV into a chronic condition. Nevertheless, HIV-infected patients suffer from several life-long symptoms, including the HIV-associated neurocognitive disorder (HAND), whose biological substrates remain unclear. HAND includes a range of cognitive impairments which have a huge impact on daily patient life. The aim of this study was to examine putative structural brain network changes in HIV-infected patient to test whether diffusion-imaging-related biomarkers could be used to discover and characterize subtle neurological alterations in HIV infection. To this end, we employed multi-shell, multi-tissue constrained spherical deconvolution in conjunction with probabilistic tractography and graph-theoretical analyses. We found several statistically significant effects in both local (right postcentral gyrus, right precuneus, right inferior parietal lobule, right transverse temporal gyrus, right inferior temporal gyrus, right putamen and right pallidum) and global graph-theoretical measures (global clustering coefficient, global efficiency and transitivity). Our study highlights a global and local reorganization of the structural connectome which support the possible application of graph theory to detect subtle alteration of brain regions in HIV patients.Clinical Relevance-Brain measures able to detect subtle alteration in HIV patients could also be used in e.g. evaluating therapeutic responses, hence empowering clinical trials.
人类免疫缺陷病毒 (HIV) 可导致一种传染病,其对 CD4 T 淋巴细胞和巨噬细胞具有很高的病毒嗜性。自联合抗逆转录病毒疗法 (CART) 问世以来,机会性感染性疾病的数量有所减少,HIV 已成为一种慢性疾病。然而,HIV 感染患者仍会出现多种终身症状,包括 HIV 相关神经认知障碍 (HAND),其生物学基础仍不清楚。HAND 包括一系列认知障碍,对患者的日常生活有很大影响。本研究旨在检查 HIV 感染患者的潜在结构脑网络变化,以测试扩散成像相关生物标志物是否可用于发现和表征 HIV 感染中的微妙神经改变。为此,我们采用了多壳、多组织约束球谐分解结合概率追踪和图论分析。我们在局部(右侧中央后回、右侧楔前叶、右侧下顶叶、右侧横颞回、右侧颞下回、右侧壳核和右侧苍白球)和全局图论测量(全局聚类系数、全局效率和传递性)中发现了几个具有统计学意义的影响。我们的研究强调了结构连接组的全局和局部重组织,支持图论在检测 HIV 患者大脑区域微妙改变中的可能应用。临床相关性-能够检测 HIV 患者细微改变的脑测量方法也可用于评估治疗反应,从而增强临床试验。