Tsinghua-Peking Center for Life Sciences, Beijing, China; Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing, China; Department of Infectious Diseases, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China.
Department of Infectious Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Int Immunopharmacol. 2024 Jan 5;126:111173. doi: 10.1016/j.intimp.2023.111173. Epub 2023 Nov 18.
Chronic immune activation plays a significant role in the pathogenesis and disease progression of human immunodeficiency virus (HIV), and the existing interventions to address this issue are limited. In a phase II clinical trial, (5R)-5-hydroxytriptolide (LLDT-8) demonstrated promising potential in enhancing CD4 T cell recovery. However, the therapeutical effects of LLDT-8 remained to be systemic explored.
To assess the treatment effects of LLDT-8, we conducted flow cytometry and RNA-seq analyses on eight Chinese rhesus monkeys infected with simian immunodeficiency virus (SIV). Additionally, we performed comprehensive transcriptomic analyses, including cross-sectional and longitudinal differentially expressed gene (DEG) analysis, gene set enrichment analysis (GSEA), weighted gene co-expression network analysis (WGCNA), and deconvolution analysis using peripheral blood mononuclear cell (PBMC) samples from 14-time points. These findings were further validated with RNA-seq analysis on patients who received LLDT-8 treatment, along with in vitro cellular experiments using human PBMCs.
Flow cytometry analysis revealed that LLDT-8 treatment significantly reduced the percentage of HLA-DRCD38CD8 T cells in SIV-infected rhesus monkeys (P < 0.001). The cross-sectional and longitudinal analysis identified 2531 and 1809 DEGs, respectively. GSEA analysis indicated that LLDT-8 treatment led to significant downregulation of proliferation-related pathways, such as E2F targets, G2M checkpoint, and mitotic spindle pathways. WGCNA analysis identified two modules and 202 hub genes associated with CD8 activation levels. Deconvolution analysis showed a significant decrease in the proportion of CD8 T cells and activated CD4 T cells during LLDT-8 treatment. Gene ontology results demonstrated that the common DEGs between LLDT-8-treated patients and rhesus monkeys were primarily enriched in cell activation and cell cycle progression. Furthermore, in vitro cellular experiments validated the consistent impact of LLDT-8 in inhibiting proliferation, activation (HLA-DR and CD38 expression), exhaustion (PD-1 expression), and IFN-γ production in human CD4 and CD8 T cells.
LLDT-8 exhibited notable efficacy in alleviating immune activation in both an in vivo animal model and in vitro human cell experiments. These findings suggest that LLDT-8 may hold potential as a drug for managing systemic immune activation associated with SIV/HIV infection, warranting further prospective clinical exploration.
慢性免疫激活在人类免疫缺陷病毒(HIV)的发病机制和疾病进展中起着重要作用,现有的干预措施对此问题的解决效果有限。在一项 II 期临床试验中,(5R)-5-羟基雷公藤内酯醇(LLDT-8)在增强 CD4 T 细胞恢复方面显示出了有前景的潜力。然而,LLDT-8 的治疗效果仍需要进行系统的探索。
为了评估 LLDT-8 的治疗效果,我们对 8 只感染了猴免疫缺陷病毒(SIV)的中国恒河猴进行了流式细胞术和 RNA-seq 分析。此外,我们还对来自 14 个时间点的外周血单个核细胞(PBMC)样本进行了全面的转录组分析,包括横断面和纵向差异表达基因(DEG)分析、基因集富集分析(GSEA)、加权基因共表达网络分析(WGCNA)和使用 PBMC 的体外细胞实验进行的去卷积分析。这些发现通过对接受 LLDT-8 治疗的患者进行 RNA-seq 分析以及对人类 PBMC 进行体外细胞实验进行了进一步验证。
流式细胞术分析显示,LLDT-8 治疗显著降低了 SIV 感染恒河猴中 HLA-DRCD38CD8 T 细胞的百分比(P<0.001)。横断面和纵向分析分别鉴定出 2531 和 1809 个 DEG。GSEA 分析表明,LLDT-8 治疗导致与增殖相关的途径(如 E2F 靶点、G2M 检查点和有丝分裂纺锤体途径)显著下调。WGCNA 分析鉴定出与 CD8 激活水平相关的两个模块和 202 个枢纽基因。去卷积分析显示,在 LLDT-8 治疗期间,CD8 T 细胞和激活的 CD4 T 细胞的比例显著下降。基因本体结果表明,LLDT-8 治疗的患者和恒河猴之间的常见 DEG 主要富集在细胞激活和细胞周期进展中。此外,体外细胞实验验证了 LLDT-8 在抑制人 CD4 和 CD8 T 细胞增殖、激活(HLA-DR 和 CD38 表达)、衰竭(PD-1 表达)和 IFN-γ产生方面的一致作用。
LLDT-8 在体内动物模型和体外人类细胞实验中均表现出显著缓解免疫激活的疗效。这些发现表明,LLDT-8 可能作为一种治疗药物,用于管理与 SIV/HIV 感染相关的系统性免疫激活,值得进一步进行前瞻性临床探索。