CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Anti-correlation of KLRG1 and PD-1 expression in human tumor CD8 T cells.
Anti-correlation of KLRG1 and PD-1 expression in human tumor CD8 T cells.
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近年来,癌症的联合检查点治疗被认为产生的是相加而非协同获益,部分原因在于效应呈正相关。人们已注意到,不相关或负相关的疗法可能产生真正的协同获益。抑制性受体 PD-1、CTLA-4、TIM-3、LAG-3 和 TIGIT 被统称为耗竭受体,而另一种抑制性受体 KLRG1 历史上被定性为衰老受体,作为潜在检查点抑制剂靶点受到的关注相对较少。KLRG1 阻断的抗肿瘤效应相对近期已在临床前体内研究中得到证实。
在此,我们在公开可得的基因表达数据集中研究了抑制性受体 PD-1、CTLA-4、TIM-3、LAG-3、TIGIT 和 KLRG1 的表达。对来自健康血液和肿瘤组织样本的 bulk RNA 微阵列和 RNAseq,以及单细胞 RNAseq 数据进行了 Pearson 相关性分析。来自记忆 T 细胞的 CD8 T 细胞分化从 TEM 到 TEMRA 状态的特征是 PD-1/KLRG1 负相关,即 PD-1 表达降低但 KLRG1 表达升高。对肿瘤浸润 CD8 T 细胞的单细胞 RNAseq 分析显示,CTLA-4、TIM-3、LAG-3、TIGIT、GITR、4-1BB 和 OX40 与 PD-1 呈正相关,但 KLRG1 与 PD-1 呈负相关。人肿瘤浸润 CD8 T 细胞中 PD-1 与 KLRG1 表达的负相关提示,抗 PD-1 与抗 KLRG1 疗法联合治疗可能具有超相加获益。
Recently, combination checkpoint therapy of cancer has been recognized as producing additive as opposed to synergistic benefit due in part to positively correlated effects. The potential for uncorrelated or negatively correlated therapies to produce true synergistic benefits has been noted.
Whereas the inhibitory receptors PD-1, CTLA-4, TIM-3, LAG-3, and TIGIT have been collectively characterized as exhaustion receptors, another inhibitory receptor KLRG1 was historically characterized as a senescent receptor and received relatively little attention as a potential checkpoint inhibitor target. The anti-tumor effects of KLRG1 blockade has relatively recently been demonstrated in preclinical in vivo studies.
Here, expression of the inhibitory receptors PD-1, CTLA-4, TIM-3, LAG-3, TIGIT, and KLRG1 was studied in publicly available gene expression datasets. Bulk RNA microarray and RNAseq, and single cell RNAseq data from healthy blood and tumor tissue samples were analyzed for Pearson correlation. CD8 T cell differentiation of memory T cells from the TEM to TEMRA states is characterized by PD-1/KLRG1 anti-correlation, with decreased PD-1 expression but increased KLRG1 expression.
Single cell RNAseq analysis of tumor infiltrating CD8 T cells shows positive correlation of CTLA-4, TIM-3, LAG-3, TIGIT, GITR, 4-1BB, and OX40 with PD-1 but negative correlation of KLRG1 with PD-1. The anti-correlation of PD-1 and KLRG1 expression in human tumor infiltrating CD8 T cells suggests the potential for combination therapy supra-additive benefits of anti-PD-1 and anti-KLRG1 therapies.
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