Roche Pharma Research and Early Development - Operations, Roche Innovation Center, New York, New York.
Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany.
Cancer Epidemiol Biomarkers Prev. 2018 Jan;27(1):103-112. doi: 10.1158/1055-9965.EPI-17-0461. Epub 2017 Nov 13.
The tumor microenvironment is an important factor in cancer immunotherapy response. To further understand how a tumor affects the local immune system, we analyzed immune gene expression differences between matching normal and tumor tissue. We analyzed public and new gene expression data from solid cancers and isolated immune cell populations. We also determined the correlation between CD8, FoxP3 IHC, and our gene signatures. We observed that regulatory T cells (Tregs) were one of the main drivers of immune gene expression differences between normal and tumor tissue. A tumor-specific CD8 signature was slightly lower in tumor tissue compared with normal of most (12 of 16) cancers, whereas a Treg signature was higher in tumor tissue of all cancers except liver. Clustering by Treg signature found two groups in colorectal cancer datasets. The high Treg cluster had more samples that were consensus molecular subtype 1/4, right-sided, and microsatellite-instable, compared with the low Treg cluster. Finally, we found that the correlation between signature and IHC was low in our small dataset, but samples in the high Treg cluster had significantly more CD8 and FoxP3 cells compared with the low Treg cluster. Treg gene expression is highly indicative of the overall tumor immune environment. In comparison with the consensus molecular subtype and microsatellite status, the Treg signature identifies more colorectal tumors with high immune activation that may benefit from cancer immunotherapy. .
肿瘤微环境是癌症免疫治疗反应的一个重要因素。为了进一步了解肿瘤如何影响局部免疫系统,我们分析了匹配的正常组织和肿瘤组织之间免疫基因表达的差异。我们分析了来自实体瘤的公共和新的基因表达数据,并分离了免疫细胞群体。我们还确定了 CD8、FoxP3 IHC 与我们基因特征之间的相关性。我们观察到调节性 T 细胞(Tregs)是正常组织和肿瘤组织之间免疫基因表达差异的主要驱动因素之一。与大多数(16 种癌症中的 12 种)癌症的正常组织相比,肿瘤组织中特异性 CD8 特征略低,而除肝脏外,所有癌症的 Treg 特征均较高。根据 Treg 特征进行聚类发现,在结直肠癌数据集中有两个亚群。与低 Treg 聚类相比,高 Treg 聚类中的样本更符合共识分子亚型 1/4、右侧和微卫星不稳定。最后,我们发现我们的小数据集的特征与 IHC 的相关性较低,但与低 Treg 聚类相比,高 Treg 聚类中的样本具有更多的 CD8 和 FoxP3 细胞。Treg 基因表达高度提示肿瘤整体免疫环境。与共识分子亚型和微卫星状态相比,Treg 特征可以识别更多具有高免疫激活的结直肠肿瘤,这些肿瘤可能受益于癌症免疫治疗。