Peter Medawar Building for Pathogen Research, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
Department of Paediatrics, University of Oxford, Oxford, UK.
Sci Rep. 2022 Jan 10;12(1):462. doi: 10.1038/s41598-021-04212-9.
Although certain individuals with HIV infection can stop antiretroviral therapy (ART) without viral load rebound, the mechanisms under-pinning 'post-treatment control' remain unclear. Using RNA-Seq we explored CD4 T cell gene expression to identify evidence of a mechanism that might underpin virological rebound and lead to discovery of associated biomarkers. Fourteen female participants who received 12 months of ART starting from primary HIV infection were sampled at the time of stopping therapy. Two analysis methods (Differential Gene Expression with Gene Set Enrichment Analysis, and Weighted Gene Co-expression Network Analysis) were employed to interrogate CD4+ T cell gene expression data and study pathways enriched in post-treatment controllers versus early rebounders. Using independent analysis tools, expression of genes associated with type I interferon responses were associated with a delayed time to viral rebound following treatment interruption (TI). Expression of four genes identified by Cox-Lasso (ISG15, XAF1, TRIM25 and USP18) was converted to a Risk Score, which associated with rebound (p < 0.01). These data link transcriptomic signatures associated with innate immunity with control following stopping ART. The results from this small sample need to be confirmed in larger trials, but could help define strategies for new therapies and identify new biomarkers for remission.
虽然某些 HIV 感染者可以在病毒载量没有反弹的情况下停止抗逆转录病毒治疗 (ART),但支持“治疗后控制”的机制仍不清楚。我们使用 RNA-Seq 探索了 CD4 T 细胞基因表达,以确定可能支持病毒学反弹并发现相关生物标志物的机制的证据。14 名女性参与者在原发性 HIV 感染后开始接受 12 个月的 ART,并在停止治疗时进行采样。采用两种分析方法(差异基因表达与基因集富集分析,以及加权基因共表达网络分析)来分析 CD4+T 细胞基因表达数据,并研究治疗后控制者与早期病毒反弹者之间富集的途径。使用独立的分析工具,与 I 型干扰素反应相关的基因表达与治疗中断后病毒反弹的延迟时间相关(TI)。通过 Cox-Lasso(ISG15、XAF1、TRIM25 和 USP18)鉴定的四个基因的表达被转化为风险评分,与反弹相关(p<0.01)。这些数据将与先天免疫相关的转录组特征与停止 ART 后的控制联系起来。这些来自小样本的结果需要在更大的试验中得到证实,但它们可能有助于定义新疗法的策略,并确定缓解的新生物标志物。