Department of Immunology, School of Medicine, University of Connecticut, Farmington, CT.
Department of Inflammation and Immunity, Cleveland Clinic, Cleveland, OH.
J Exp Med. 2022 Jan 3;219(1). doi: 10.1084/jem.20202084. Epub 2021 Nov 22.
Immune checkpoint inhibitor (ICI) therapy continues to revolutionize melanoma treatment, but only a subset of patients respond. Major efforts are underway to develop minimally invasive predictive assays of ICI response. Using single-cell transcriptomics, we discovered a unique CD8 T cell blood/tumor-shared subpopulation in melanoma patients with high levels of oxidative phosphorylation (OXPHOS), the ectonucleotidases CD38 and CD39, and both exhaustion and cytotoxicity markers. We called this population with high levels of OXPHOS "CD8+ TOXPHOS cells." We validated that higher levels of OXPHOS in tumor- and peripheral blood-derived CD8+ TOXPHOS cells correlated with ICI resistance in melanoma patients. We then developed an ICI therapy response predictive model using a transcriptomic profile of CD8+ TOXPHOS cells. This model is capable of discerning responders from nonresponders using either tumor or peripheral blood CD8 T cells with high accuracy in multiple validation cohorts. In sum, CD8+ TOXPHOS cells represent a critical immune population to assess ICI response with the potential to be a new target to improve outcomes in melanoma patients.
免疫检查点抑制剂(ICI)治疗继续彻底改变黑色素瘤治疗,但只有一部分患者有反应。目前正在大力开发ICI 反应的微创预测检测方法。我们使用单细胞转录组学发现了一种独特的 CD8 T 细胞血液/肿瘤共享亚群,这些亚群在黑色素瘤患者中具有高水平的氧化磷酸化(OXPHOS)、外核苷酸酶 CD38 和 CD39,以及衰竭和细胞毒性标志物。我们将这群具有高水平 OXPHOS 的细胞称为“CD8+TOXPHOS 细胞”。我们验证了肿瘤和外周血来源的 CD8+TOXPHOS 细胞中 OXPHOS 水平较高与黑色素瘤患者对 ICI 的耐药性相关。然后,我们使用 CD8+TOXPHOS 细胞的转录组特征开发了一种 ICI 治疗反应预测模型。该模型能够使用肿瘤或外周血 CD8 T 细胞,以高精度在多个验证队列中区分应答者和无应答者。总之,CD8+TOXPHOS 细胞代表了评估 ICI 反应的关键免疫群体,有可能成为改善黑色素瘤患者预后的新靶点。