McDermott Center for Human Growth and Development, University of Texas Southwestern Medical Center, Dallas, Texas.
University of Arizona Cancer Center, University of Arizona, Tucson, Arizona.
Clin Cancer Res. 2017 Aug 1;23(15):4429-4440. doi: 10.1158/1078-0432.CCR-17-0162. Epub 2017 Mar 27.
Pancreatic ductal adenocarcinoma (PDAC) is associated with an immunosuppressive milieu that supports immune system evasion and disease progression. Here, we interrogated genetic, stromal, and immunologic features of PDAC to delineate impact on prognosis and means to more effectively employ immunotherapy. A cohort of 109 PDAC cases annotated for overall survival was utilized as a primary discovery cohort. Gene expression analysis defined immunologic subtypes of PDAC that were confirmed in the Cancer Genome Atlas dataset. Stromal and metabolic characteristics of PDAC cases were evaluated by histologic analysis and immunostaining. Enumeration of lymphocytes, as well as staining for CD8, FOXP3, CD68, CD163, PDL1, and CTLA4 characterized immune infiltrate. Neoantigens were determined by analysis of whole-exome sequencing data. Random-forest clustering was employed to define multimarker subtypes, with univariate and multivariate analyses interrogating prognostic significance. PDAC cases exhibited distinct stromal phenotypes that were associated with prognosis, glycolytic and hypoxic biomarkers, and immune infiltrate composition. Immune infiltrate was diverse among PDAC cases and enrichment for M2 macrophages and select immune checkpoints regulators were specifically associated with survival. Composite analysis with neoantigen burden, immunologic, and stromal features defined novel subtypes of PDAC that could have bearing on sensitivity to immunologic therapy approaches. In addition, a subtype with low levels of neoantigens and minimal lymphocyte infiltrate was associated with improved overall survival. The mutational burden of PDAC is associated with distinct immunosuppressive mechanisms that are conditioned by the tumor stromal environment. The defined subtypes have significance for utilizing immunotherapy in the treatment of PDAC. .
胰腺导管腺癌 (PDAC) 与支持免疫系统逃逸和疾病进展的免疫抑制环境有关。在这里,我们研究了 PDAC 的遗传、基质和免疫学特征,以描绘其对预后的影响和更有效地利用免疫疗法的方法。利用一个注释了总生存期的 109 例 PDAC 病例队列作为主要发现队列。基因表达分析确定了 PDAC 的免疫亚型,这些亚型在癌症基因组图谱 (TCGA) 数据集中得到了证实。通过组织学分析和免疫染色评估了 PDAC 病例的基质和代谢特征。通过计数淋巴细胞以及 CD8、FOXP3、CD68、CD163、PDL1 和 CTLA4 的染色来描述免疫浸润。通过全外显子组测序数据分析确定了新抗原。采用随机森林聚类定义多标志物亚型,进行单变量和多变量分析以探讨预后意义。PDAC 病例表现出不同的基质表型,这些表型与预后、糖酵解和缺氧生物标志物以及免疫浸润组成有关。PDAC 病例的免疫浸润存在多样性,M2 巨噬细胞和特定免疫检查点调节剂的富集与生存特别相关。与新抗原负担、免疫和基质特征的综合分析定义了 PDAC 的新型亚型,这可能对免疫治疗方法的敏感性有影响。此外,具有低水平新抗原和最小淋巴细胞浸润的亚型与总体生存率提高相关。PDAC 的突变负担与由肿瘤基质环境决定的独特免疫抑制机制有关。所定义的亚型对于在 PDAC 的治疗中利用免疫疗法具有重要意义。