Angelova Mihaela, Charoentong Pornpimol, Hackl Hubert, Fischer Maria L, Snajder Rene, Krogsdam Anne M, Waldner Maximilian J, Bindea Gabriela, Mlecnik Bernhard, Galon Jerome, Trajanoski Zlatko
Genome Biol. 2015 Mar 31;16(1):64. doi: 10.1186/s13059-015-0620-6.
While large-scale cancer genomic projects are comprehensively characterizing the mutational spectrum of various cancers, so far little attention has been devoted to either define the antigenicity of these mutations or to characterize the immune responses they elicit. Here we present a strategy to characterize the immunophenotypes and the antigen-ome of human colorectal cancer.
We apply our strategy to a large colorectal cancer cohort (n = 598) and show that subpopulations of tumor-infiltrating lymphocytes are associated with distinct molecular phenotypes. The characterization of the antigenome shows that a large number of cancer-germline antigens are expressed in all patients. In contrast, neo-antigens are rarely shared between patients, indicating that cancer vaccination requires individualized strategy. Analysis of the genetic basis of the tumors reveals distinct tumor escape mechanisms for the patient subgroups. Hypermutated tumors are depleted of immunosuppressive cells and show upregulation of immunoinhibitory molecules. Non-hypermutated tumors are enriched with immunosuppressive cells, and the expression of immunoinhibitors and MHC molecules is downregulated. Reconstruction of the interaction network of tumor-infiltrating lymphocytes and immunomodulatory molecules followed by a validation with 11 independent cohorts (n = 1,945) identifies BCMA as a novel druggable target. Finally, linear regression modeling identifies major determinants of tumor immunogenicity, which include well-characterized modulators as well as a novel candidate, CCR8, which is then tested in an orthologous immunodeficient mouse model.
The immunophenotypes of the tumors and the cancer antigenome remain widely unexplored, and our findings represent a step toward the development of personalized cancer immunotherapies.
虽然大规模癌症基因组计划正在全面描绘各种癌症的突变谱,但迄今为止,对于确定这些突变的抗原性或其引发的免疫反应的特征,几乎没有给予关注。在此,我们提出一种策略来描绘人类结直肠癌的免疫表型和抗原组。
我们将我们的策略应用于一个大型结直肠癌队列(n = 598),并表明肿瘤浸润淋巴细胞亚群与不同的分子表型相关。抗原组的特征表明,大量癌胚抗原在所有患者中均有表达。相比之下,新抗原在患者之间很少共享,这表明癌症疫苗接种需要个性化策略。对肿瘤遗传基础的分析揭示了患者亚组不同的肿瘤逃逸机制。高突变肿瘤中免疫抑制细胞减少,并显示免疫抑制分子上调。非高突变肿瘤中免疫抑制细胞富集,免疫抑制剂和MHC分子的表达下调。重建肿瘤浸润淋巴细胞和免疫调节分子的相互作用网络,随后用11个独立队列(n = 1,945)进行验证,确定BCMA为一个新的可成药靶点。最后,线性回归模型确定了肿瘤免疫原性的主要决定因素,其中包括已充分表征的调节因子以及一个新的候选因子CCR8,然后在同源免疫缺陷小鼠模型中对其进行测试。
肿瘤的免疫表型和癌症抗原组仍未得到广泛探索,我们的研究结果代表了朝着开发个性化癌症免疫疗法迈出的一步。