Xu Fan, Ma Juming, Wang Wei, Li Hongjun
Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China.
Front Neurol. 2024 Apr 17;15:1388616. doi: 10.3389/fneur.2024.1388616. eCollection 2024.
Despite the widespread adoption of combination antiretroviral therapy (cART) in managing HIV, the virus's impact on the brain structure of patients remains significant. This study aims to longitudinally explore the persistent effects of HIV on brain structure, focusing on changes in gray matter volume (GMV) and structural covariance network (SCN) among patients at the Asymptomatic Neurocognitive Impairment (ANI) stage.
This research involved 45 HIV patients diagnosed with ANI and 45 demographically matched healthy controls (HCs). The participants were observed over a 1.5-year period. Differences in GMV between groups were analyzed using voxel-based morphometry (VBM), while the graph theory model facilitated the establishment of topological metrics for assessing network indices. These differences were evaluated using two-sample -tests and paired-sample -tests, applying the network-based statistics method. Additionally, the study examined correlations between GMV and cognitive performance, as well as clinical variables.
Compared with HCs, HIV patients demonstrated reduced GMV in the right middle temporal gyrus and left middle frontal gyrus (FWE, < 0.05), along with decreased betweenness centrality (BC) in the left anterior cingulate and paracingulate cortex. Conversely, an increase in the clustering coefficient (Cp) was observed (FDR, < 0.05). During the follow-up period, a decline in GMV in the right fusiform gyrus (FWE, < 0.05) and a reduction in node efficiency (Ne) in the triangular part of the inferior frontal gyrus were noted compared with baseline measurements (FDR, < 0.05). The SCN of HIV patients exhibited small-world properties across most sparsity levels (Sigma >1), and area under the curve (AUC) analysis revealed no significant statistical differences between groups.
The findings suggest that despite the administration of combination antiretroviral therapy (cART), HIV continues to exert slow and sustained damage on brain structures. However, when compared to HCs, the small-world properties of the patients' SCNs did not significantly differ, and the clustering coefficient, indicative of the overall information-processing capacity of the brain network, was slightly elevated in HIV patients. This elevation may relate to compensatory effects of brain area functions, the impact of cART, functional reorganization, or inflammatory responses.
尽管联合抗逆转录病毒疗法(cART)在治疗艾滋病病毒(HIV)方面已广泛应用,但该病毒对患者大脑结构的影响依然显著。本研究旨在纵向探究HIV对大脑结构的持续影响,重点关注无症状神经认知障碍(ANI)阶段患者的灰质体积(GMV)变化和结构协方差网络(SCN)。
本研究纳入了45名被诊断为ANI的HIV患者和45名人口统计学特征匹配的健康对照者(HCs)。对参与者进行了为期1.5年的观察。采用基于体素的形态学测量(VBM)分析组间GMV差异,同时利用图论模型建立拓扑指标以评估网络指数。运用两样本检验和配对样本检验,并采用基于网络的统计方法对这些差异进行评估。此外,该研究还考察了GMV与认知表现以及临床变量之间的相关性。
与HCs相比,HIV患者右侧颞中回和左侧额中回的GMV降低(FWE,<0.05),左侧前扣带回和扣带旁皮质的中间中心性(BC)也降低。相反,聚类系数(Cp)增加(FDR,<0.05)。在随访期间,与基线测量相比,右侧梭状回的GMV下降(FWE,<0.05),额下回三角部的节点效率(Ne)降低(FDR,<0.05)。HIV患者的SCN在大多数稀疏水平(Sigma>1)上呈现小世界特性,曲线下面积(AUC)分析显示组间无显著统计学差异。
研究结果表明,尽管采用了联合抗逆转录病毒疗法(cART),HIV仍在对大脑结构造成缓慢且持续的损害。然而,与HCs相比,患者SCN的小世界特性并无显著差异,且HIV患者中指示大脑网络整体信息处理能力的聚类系数略有升高。这种升高可能与脑区功能的代偿作用、cART的影响、功能重组或炎症反应有关。