Department of Medicine, Section of Infectious Diseases, and.
Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA.
JCI Insight. 2022 Jul 8;7(13):e160267. doi: 10.1172/jci.insight.160267.
People with HIV (PWH) on antiretroviral therapy (ART) experience elevated rates of neurological impairment, despite controlling for demographic factors and comorbidities, suggesting viral or neuroimmune etiologies for these deficits. Here, we apply multimodal and cross-compartmental single-cell analyses of paired cerebrospinal fluid (CSF) and peripheral blood in PWH and uninfected controls. We demonstrate that a subset of central memory CD4+ T cells in the CSF produced HIV-1 RNA, despite apparent systemic viral suppression, and that HIV-1-infected cells were more frequently found in the CSF than in the blood. Using cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq), we show that the cell surface marker CD204 is a reliable marker for rare microglia-like cells in the CSF, which have been implicated in HIV neuropathogenesis, but which we did not find to contain HIV transcripts. Through a feature selection method for supervised deep learning of single-cell transcriptomes, we find that abnormal CD8+ T cell activation, rather than CD4+ T cell abnormalities, predominated in the CSF of PWH compared with controls. Overall, these findings suggest ongoing CNS viral persistence and compartmentalized CNS neuroimmune effects of HIV infection during ART and demonstrate the power of single-cell studies of CSF to better understand the CNS reservoir during HIV infection.
接受抗逆转录病毒疗法 (ART) 的艾滋病毒 (HIV) 感染者 (PWH) 尽管控制了人口统计学因素和合并症,但仍经历着更高的神经损伤率,这表明这些缺陷与病毒或神经免疫病因有关。在这里,我们应用多模态和跨室的配对脑脊液 (CSF) 和外周血单细胞分析方法,对 PWH 和未感染对照进行分析。我们证明,尽管存在明显的全身病毒抑制,但 CSF 中的一部分中央记忆 CD4+T 细胞会产生 HIV-1 RNA,并且在 CSF 中发现的 HIV-1 感染细胞比在血液中更为常见。通过转录组和表位细胞索引的测序 (CITE-seq),我们表明细胞表面标志物 CD204 是 CSF 中罕见的类小胶质细胞的可靠标志物,这些细胞与 HIV 神经发病机制有关,但我们并未发现它们含有 HIV 转录本。通过单细胞转录组的监督深度学习的特征选择方法,我们发现与对照相比,PWH 的 CSF 中异常的 CD8+T 细胞激活更为明显,而不是 CD4+T 细胞异常。总的来说,这些发现表明,在 ART 期间,CNS 中存在持续的病毒持续性和 HIV 感染的局灶性 CNS 神经免疫效应,并证明了 CSF 中单细胞研究在更好地理解 HIV 感染期间 CNS 储库方面的强大功能。