An unbiased approach to defining bona fide cancer neoepitopes that elicit immune-mediated cancer rejection

被引:22
作者
Brennick, Cory A. [1 ,2 ,10 ]
George, Mariam M. [1 ,2 ,11 ]
Moussa, Marmar M. [1 ,2 ]
Hagymasi, Adam T. [1 ,2 ]
Al Seesi, Sahar [3 ,12 ]
Shcheglova, Tatiana V. [1 ,2 ]
Englander, Ryan P. [1 ,2 ]
Keller, Grant L. J. [4 ,5 ]
Balsbaugh, Jeremy L. [6 ]
Baker, Brian M. [4 ,5 ]
Schietinger, Andrea [7 ,8 ]
Mandoiu, Ion I. [9 ]
Srivastava, Pramod K. [1 ,2 ]
机构
[1] Univ Connecticut, Sch Med, Dept Immunol, Farmington, CT USA
[2] Univ Connecticut, Sch Med, Carole & Ray Neag Comprehens Canc Ctr, Farmington, CT USA
[3] Smith Coll, Comp Sci Dept, Northampton, MA 01063 USA
[4] Univ Notre Dame, Dept Chem & Biochem, Notre Dame, IN 46556 USA
[5] Univ Notre Dame, Harper Canc Res Inst, Notre Dame, IN 46556 USA
[6] Univ Connecticut, Ctr Open Res Resources & Equipment, Prote & Metab Facil, Storrs, CT USA
[7] Mem Sloan Kettering Canc Ctr, Immunol Program, 1275 York Ave, New York, NY 10021 USA
[8] Cornell Univ, Weill Cornell Med Coll, New York, NY 10021 USA
[9] Univ Connecticut, Dept Comp Sci & Engn, Storrs, CT 06269 USA
[10] Yale Univ, Sch Med, Dept Immunobiol, 300 George St, New Haven, CT 06511 USA
[11] Sloan Kettering Inst Canc Res, 1275 York Ave, New York, NY USA
[12] Southern Connecticut State Univ, Dept Comp Sci, 501 Crescent St, New Haven, CT 06515 USA
关键词
MHC CLASS-I; ANTIGEN PRESENTATION; BINDING-AFFINITY; CELLS; GENERATION; CHALLENGES; PEPTIDES; EPITOPES; ACCURACY; REVEALS;
D O I
10.1172/JCI142823
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
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.
引用
收藏
页数:17
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