Vilcek Institute of Graduate Biomedical Sciences, NYU Grossman School of Medicine, New York, NY, USA.
Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
J Neuroimmune Pharmacol. 2023 Dec;18(4):563-572. doi: 10.1007/s11481-023-10088-5. Epub 2023 Nov 4.
The autonomic nervous system (ANS) plays a complex role in the regulation of the immune system, with generally inhibitory effects via activation of β-adrenergic receptors on immune cells. We hypothesized that HIV-associated autonomic neuropathy (HIV-AN) would result in immune hyperresponsiveness which could be depicted using network analyses. Forty-two adults with well-controlled HIV underwent autonomic testing to yield the Composite Autonomic Severity Score (CASS). The observed range of CASS was 2-5, consistent with normal to moderate HIV-AN. To construct the networks, participants were divided into 4 groups based on the CASS (i.e., 2, 3, 4 or 5). Forty-four blood-based immune markers were included as nodes in all networks and the connections (i.e., edges) between pairs of nodes were determined by their bivariate Spearman's Rank Correlation Coefficient. Four centrality measures (strength, closeness, betweenness and expected influence) were calculated for each node in each network. The median value of each centrality measure across all nodes in each network was calculated as a quantitative representation of network complexity. Graphical representation of the four networks revealed greater complexity with increasing HIV-AN severity. This was confirmed by significant differences in the median value of all four centrality measures across the networks (p ≤ 0.025 for each). Among people with HIV, HIV-AN is associated with stronger and more numerous positive correlations between blood-based immune markers. Findings from this secondary analysis can be used to generate hypotheses for future studies investigating HIV-AN as a mechanism contributing to the chronic immune activation observed in HIV.
自主神经系统(ANS)在免疫系统的调节中起着复杂的作用,通常通过激活免疫细胞上的β-肾上腺素能受体产生抑制作用。我们假设 HIV 相关自主神经病变(HIV-AN)会导致免疫过度反应,这可以通过网络分析来描述。42 名 HIV 控制良好的成年人接受了自主神经测试,以获得综合自主严重程度评分(CASS)。观察到的 CASS 范围为 2-5,与正常到中度 HIV-AN 一致。为了构建网络,根据 CASS(即 2、3、4 或 5)将参与者分为 4 组。所有网络中的节点包括 44 个基于血液的免疫标志物,节点之间的连接(即边)由它们的双变量 Spearman 秩相关系数确定。在每个网络中计算了每个节点的四个中心性度量(强度、接近度、介数和预期影响)。每个网络中所有节点的每个中心性度量的中位数值作为网络复杂性的定量表示。四个网络的图形表示显示,随着 HIV-AN 严重程度的增加,网络的复杂性增加。这通过网络之间所有四个中心性度量的中位数值的显著差异得到证实(p≤0.025)。在 HIV 感染者中,HIV-AN 与基于血液的免疫标志物之间更强和更多的正相关相关。这项二次分析的结果可用于生成假设,以研究 HIV-AN 作为导致 HIV 中观察到的慢性免疫激活的机制。