Lawrence Steven, Mueller Bridget R, Benn Emma K T, Kim-Schulze Seunghee, Kwon Patrick, Robinson-Papp Jessica
New York University Langone Medical Center.
Icahn School of Medicine at Mount Sinai.
Res Sq. 2023 Mar 17:rs.3.rs-2670770. doi: 10.21203/rs.3.rs-2670770/v1.
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)在免疫系统调节中发挥着复杂作用,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,与人类免疫缺陷病毒相关的自主神经病变(HIV-AN)会导致免疫反应过度,这可以通过网络分析来描述。
42名HIV病情得到良好控制的成年人接受了自主神经测试,以得出综合自主神经严重程度评分(CASS)。CASS的观察范围为2至5,与正常至中度HIV-AN一致。为构建网络,参与者根据CASS分为4组(即2、3、4或5)。在所有网络中,44种基于血液的免疫标志物被作为节点,节点对之间的连接(即边)由它们的双变量斯皮尔曼等级相关系数确定。计算每个网络中每个节点的四种中心性度量(强度、接近度、中介中心性和预期影响力)。计算每个网络中所有节点的每种中心性度量的中值,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,复杂性更高。所有四个中心性度量在各网络中的中值存在显著差异,证实了这一点(每个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且更多的正相关有关。这项二次分析的结果可用于为未来研究生成假设,这些研究将HIV-AN作为导致HIV中观察到的慢性免疫激活的一种机制进行调查。