Department of Pathology, Yale School of Medicine, New Haven, CT, USA.
Section of Medical Oncology, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA.
Oncoimmunology. 2023 Sep 27;12(1):2260618. doi: 10.1080/2162402X.2023.2260618. eCollection 2023.
Although immune checkpoint inhibitor (ICI) therapy has dramatically improved outcome for metastatic melanoma patients, many patients do not benefit. Since adverse events may be severe, biomarkers for resistance would be valuable, especially in the adjuvant setting. We performed high-plex digital spatial profiling (DSP) using the NanoString GeoMx® on 53 pre-treatment specimens from ICI-treated metastatic melanoma cases. We interrogated 77 targets simultaneously in four molecular compartments defined by S100B for tumor, CD68 for macrophages, CD45 for leukocytes, and nonimmune stromal cells defined as regions negative for all three compartment markers but positive for SYTO 13. For DSP validation, we confirmed the results obtained for some immune markers, such as CD8, CD4, CD20, CD68, CD45, and PD-L1, by quantitative immunofluorescence (QIF). In the univariable analysis, 38 variables were associated with outcome, 14 of which remained significant after multivariable adjustment. Among them, CD95 was further validated using multiplex immunofluorescence in the Discovery immunotherapy (ITX) Cohort and an independent validation cohort with similar characteristics, showing an association between high levels of CD95 and shorter progression-free survival. We found that CD95 in stroma was associated with resistance to ICI. With further validation, this biomarker could have value to select patients that will not benefit from immunotherapy.
虽然免疫检查点抑制剂 (ICI) 治疗显著改善了转移性黑色素瘤患者的预后,但许多患者并未从中获益。由于不良反应可能很严重,因此寻找耐药的生物标志物将非常有价值,尤其是在辅助治疗环境中。我们使用 NanoString GeoMx® 对 53 例接受 ICI 治疗的转移性黑色素瘤患者的治疗前标本进行了高通量数字空间分析 (DSP)。我们同时在四个分子区室中检测了 77 个靶标,这四个区室由 S100B 定义的肿瘤、CD68 定义的巨噬细胞、CD45 定义的白细胞以及非免疫基质细胞组成,后两者被定义为对所有三个区室标志物均为阴性但对 SYTO 13 为阳性的区域。为了验证 DSP,我们通过定量免疫荧光 (QIF) 验证了一些免疫标志物(如 CD8、CD4、CD20、CD68、CD45 和 PD-L1)的结果。在单变量分析中,有 38 个变量与预后相关,其中 14 个变量在多变量调整后仍有意义。其中,CD95 进一步通过 Discovery 免疫治疗 (ITX) 队列和具有相似特征的独立验证队列中的多重免疫荧光进行验证,结果显示 CD95 水平高与无进展生存期较短之间存在关联。我们发现基质中的 CD95 与对 ICI 的耐药性相关。通过进一步验证,该生物标志物可能具有选择不会从免疫治疗中获益的患者的价值。