Wu Guoxin, Keller Samuel H, Sardo Luca, Magliaro Brian, Zuck Paul, Balibar Carl J, Williams Claire, Pan Liuliu, Gregory Mark, Ton Kathy, Maxwell Jill, Cheney Carol, Rush Tom, Howell Bonnie J
MRL, Merck & Co., Inc, Rahway, NJ, USA.
NanoString Technologies, a Bruker Company, Seattle, WA, USA.
Biomark Res. 2024 Oct 8;12(1):116. doi: 10.1186/s40364-024-00658-x.
Latency remains a major obstacle to finding a cure for HIV despite the availability of antiretroviral therapy. Due to virus dormancy, limited biomarkers are available to identify latent HIV-infected cells. Profiling of individual HIV-infected cells is needed to explore potential latency biomarkers and to study the mechanisms of persistence that maintain the HIV reservoir.
Single cell spatial transcriptomic characterization using the CosMx Spatial Molecular Imager platform was conducted to analyze HIV-infected cells in formalin-fixed paraffin-embedded sections of splenic tissue surgically obtained from an HIV-infected humanized mouse model. Regulation of over a thousand human genes was quantified in both viremic and aviremic specimens. In addition, in situ hybridization and immunohistochemistry were performed in parallel to identify HIV viral RNA- and p24-containing cells, respectively. Finally, initial findings from CosMx gene profiling were confirmed by isolating RNA from CD4 + T cells obtained from a person living with HIV on antiretroviral therapy following either PMA/Ionomycin or DMSO treatment. RNA was quantified using qPCR for a panel of targeted human host genes.
Supervised cell typing revealed that most of the HIV-infected cells in the mouse spleen sections were differentiated CD4 + T cells. A significantly higher number of infected cells, 2781 (1.61%) in comparison to 112 (0.06%), and total HIV transcripts per infected cell were observed in viremic samples compared to aviremic samples, respectively, which was consistent with the data obtained from ISH and IHC. Notably, the expression of 55 genes was different in infected cells within tissue from aviremic animals compared to viremic. In particular, both spleen tyrosine kinase (SYK) and CXCL17, were expressed approximately 100-fold higher. This data was further evaluated against bulk RNA isolated from HIV-infected human primary CD4 + T cells. A nearly 6-fold higher expression of SYK mRNA was observed in DMSO-treated CD4 + T cells compared to those stimulated with PMA/Ionomycin.
This study found that the CosMx SMI platform is valuable for assessing HIV infection and providing insights into host biomarkers associated with HIV reservoirs. Higher relative expression of the SYK gene in aviremic-infected cells from the humanized mouse HIV model was consistent with levels found in CD4 + T cells of aviremic donors.
尽管有抗逆转录病毒疗法,但潜伏期仍然是治愈艾滋病毒的主要障碍。由于病毒处于休眠状态,可用于识别潜伏感染艾滋病毒细胞的生物标志物有限。需要对单个感染艾滋病毒的细胞进行分析,以探索潜在的潜伏期生物标志物,并研究维持艾滋病毒储存库的持续存在机制。
使用CosMx空间分子成像平台对从感染艾滋病毒的人源化小鼠模型手术获取的脾脏组织福尔马林固定石蜡包埋切片中的感染艾滋病毒细胞进行单细胞空间转录组特征分析。在病毒血症和非病毒血症样本中对一千多种人类基因的调控进行了定量分析。此外,并行进行原位杂交和免疫组织化学,分别鉴定含有艾滋病毒病毒RNA和p24的细胞。最后,通过从接受抗逆转录病毒治疗的艾滋病毒感染者在佛波酯/离子霉素或二甲基亚砜处理后获得的CD4 + T细胞中分离RNA,证实了CosMx基因分析的初步结果。使用qPCR对一组靶向人类宿主基因的RNA进行定量。
监督细胞分型显示,小鼠脾脏切片中大多数感染艾滋病毒的细胞是分化的CD4 + T细胞。与非病毒血症样本相比,病毒血症样本中观察到的感染细胞数量显著更多,分别为2781个(1.61%)和112个(0.06%),并且每个感染细胞的艾滋病毒转录本总数也更多,这与从原位杂交和免疫组织化学获得的数据一致。值得注意的是,与病毒血症动物相比,非病毒血症动物组织内感染细胞中55个基因的表达存在差异。特别是,脾酪氨酸激酶(SYK)和CXCL17的表达均高出约100倍。针对从感染艾滋病毒的人类原代CD4 + T细胞分离的大量RNA对该数据进行了进一步评估。与用佛波酯/离子霉素刺激的细胞相比,在二甲基亚砜处理的CD4 + T细胞中观察到SYK mRNA的表达高出近6倍。
本研究发现,CosMx SMI平台对于评估艾滋病毒感染以及深入了解与艾滋病毒储存库相关的宿主生物标志物具有重要价值。人源化小鼠艾滋病毒模型中非病毒血症感染细胞中SYK基因的相对较高表达与非病毒血症供体的CD4 + T细胞中发现的水平一致。