Hendrickx Wouter, Simeone Ines, Anjum Samreen, Mokrab Younes, Bertucci François, Finetti Pascal, Curigliano Giuseppe, Seliger Barbara, Cerulo Luigi, Tomei Sara, Delogu Lucia Gemma, Maccalli Cristina, Wang Ena, Miller Lance D, Marincola Francesco M, Ceccarelli Michele, Bedognetti Davide
Tumor Biology, Immunology, and Therapy Section, Division of Translational Medicine, Research Branch, Sidra Medical and Research Center , Doha, Qatar.
Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar; Department of Science and Technology, University of Sannio, Benevento, Italy.
Oncoimmunology. 2017 Feb 6;6(2):e1253654. doi: 10.1080/2162402X.2016.1253654. eCollection 2017.
Cancer immunotherapy is revolutionizing the clinical management of several tumors, but has demonstrated limited activity in breast cancer. The development of more effective treatments is hindered by incomplete knowledge of the genetic determinant of immune responsiveness. To fill this gap, we mined copy number alteration, somatic mutation, and expression data from The Cancer Genome Atlas (TCGA). By using RNA-sequencing data from 1,004 breast cancers, we defined distinct immune phenotypes characterized by progressive expression of transcripts previously associated with immune-mediated rejection. The T helper 1 (Th-1) phenotype (ICR4), which also displays upregulation of immune-regulatory transcripts such as , and , was associated with prolonged patients' survival. We validated these findings in an independent meta-cohort of 1,954 breast cancer gene expression data. Chromosome segment 4q21, which includes genes encoding for the Th-1 chemokines CXCL9-11, was significantly amplified only in the immune favorable phenotype (ICR4). The mutation and neoantigen load progressively decreased from ICR4 to ICR1 but could not fully explain immune phenotypic differences. Mutations of were enriched in the immune favorable phenotype (ICR4). Conversely, the presence of and mutations were tightly associated with an immune-unfavorable phenotype (ICR1). Using both the TCGA and the validation dataset, the degree of MAPK deregulation segregates breast tumors according to their immune disposition. These findings suggest that mutation-driven perturbations of MAPK pathways are linked to the negative regulation of intratumoral immune response in breast cancer. Modulations of MAPK pathways could be experimentally tested to enhance breast cancer immune sensitivity.
癌症免疫疗法正在彻底改变几种肿瘤的临床管理,但在乳腺癌中显示出的活性有限。对免疫反应性遗传决定因素的认识不完整阻碍了更有效治疗方法的开发。为了填补这一空白,我们挖掘了癌症基因组图谱(TCGA)中的拷贝数改变、体细胞突变和表达数据。通过使用来自1004例乳腺癌的RNA测序数据,我们定义了不同的免疫表型,其特征是先前与免疫介导排斥相关的转录本的渐进性表达。辅助性T细胞1(Th-1)表型(ICR4),也显示出免疫调节转录本如 、 和 的上调,与患者生存期延长相关。我们在一个由1954例乳腺癌基因表达数据组成的独立荟萃队列中验证了这些发现。染色体片段4q21,包括编码Th-1趋化因子CXCL9 - 11的基因,仅在免疫有利表型(ICR4)中显著扩增。从ICR4到ICR1,突变和新抗原负荷逐渐降低,但不能完全解释免疫表型差异。 的突变在免疫有利表型(ICR4)中富集。相反, 和 突变的存在与免疫不利表型(ICR1)紧密相关。使用TCGA和验证数据集,MAPK失调程度根据乳腺癌的免疫倾向对其进行分类。这些发现表明,MAPK通路的突变驱动扰动与乳腺癌肿瘤内免疫反应的负调控有关。可以通过实验测试MAPK通路的调节以增强乳腺癌的免疫敏感性。