Department of Immunology, and Carole and Ray Neag Comprehensive Cancer Center, University of Connecticut School of Medicine, Farmington, Connecticut, USA.
Computer Science Department, Smith College, Northampton, Massachusetts, USA.
J Clin Invest. 2021 Feb 1;131(3). doi: 10.1172/JCI142823.
Identification of neoepitopes that are effective in cancer therapy is a major challenge in creating cancer vaccines. Here, using an entirely unbiased approach, we queried all possible neoepitopes in a mouse cancer model and asked which of those are effective in mediating tumor rejection and, independently, in eliciting a measurable CD8 response. This analysis uncovered a large trove of effective anticancer neoepitopes that have strikingly different properties from conventional epitopes and suggested an algorithm to predict them. It also revealed that our current methods of prediction discard the overwhelming majority of true anticancer neoepitopes. These results from a single mouse model were validated in another antigenically distinct mouse cancer model and are consistent with data reported in human studies. Structural modeling showed how the MHC I-presented neoepitopes had an altered conformation, higher stability, or increased exposure to T cell receptors as compared with the unmutated counterparts. T cells elicited by the active neoepitopes identified here demonstrated a stem-like early dysfunctional phenotype associated with effective responses against viruses and tumors of transgenic mice. These abundant anticancer neoepitopes, which have not been tested in human studies thus far, can be exploited for generation of personalized human cancer vaccines.
鉴定对癌症治疗有效的新抗原是开发癌症疫苗的主要挑战。在这里,我们采用一种完全无偏的方法,在一个小鼠癌症模型中查询了所有可能的新抗原,并询问哪些新抗原能够有效介导肿瘤排斥,以及独立地引发可测量的 CD8 反应。该分析揭示了大量有效的抗癌新抗原,它们与传统抗原具有显著不同的特性,并提出了一种预测它们的算法。它还表明,我们目前的预测方法丢弃了绝大多数真正的抗癌新抗原。这一来自单一小鼠模型的结果在另一个抗原不同的小鼠癌症模型中得到了验证,并与人类研究报告的数据一致。结构建模表明,与未突变的对应物相比,MHC I 呈递的新抗原具有改变的构象、更高的稳定性或增加的与 T 细胞受体的接触。由这里鉴定的活性新抗原引发的 T 细胞表现出与有效应对转基因小鼠的病毒和肿瘤相关的早期功能障碍表型。这些大量的抗癌新抗原迄今尚未在人类研究中进行测试,可以用于生成个性化的人类癌症疫苗。