MHC-I genotype and tumor mutational burden predict response to immunotherapy

被引:91
作者
Goodman, Aaron M. [1 ,2 ,3 ]
Castro, Andrea [4 ,5 ,6 ]
Pyke, Rachel Marty [4 ,5 ]
Okamura, Ryosuke [2 ]
Kato, Shumei [2 ,3 ]
Riviere, Paul [2 ]
Frampton, Garrett [7 ]
Sokol, Ethan [7 ]
Zhang, Xinlian [8 ]
Ball, Edward D. [1 ,3 ]
Carter, Hannah [4 ,5 ,9 ]
Kurzrock, Razelle [2 ,3 ]
机构
[1] Univ Calif San Diego, Dept Med, Div Blood & Marrow Transplantat, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Ctr Personalized Canc Therapy, Dept Med, Div Hematol Oncol, La Jolla, CA 92093 USA
[3] UC San Diego Moores Canc Ctr, 855 Hlth Sci Dr, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Dept Med, Div Med Genet, La Jolla, CA 92093 USA
[5] Univ Calif San Diego, Bioinformat & Syst Biol Program, La Jolla, CA 92093 USA
[6] Univ Calif San Diego, Sch Med, Dept Biomed Informat, Hlth Sci, La Jolla, CA 92093 USA
[7] Fdn Med, Cambridge, MA 02141 USA
[8] Univ Calif San Diego, Dept Family Med & Publ Hlth, Div Biostat & Bioinformat, La Jolla, CA 92093 USA
[9] MaRS Ctr, CIFAR, West Tower,661 Univ Ave,Suite 505, Toronto, ON M5G 1M1, Canada
关键词
MHC-I; TMB; Biomarkers; Checkpoint blockade; PD-1; BLOCKADE; ACQUIRED-RESISTANCE; SOMATIC MUTATIONS; CTLA-4; CANCER; LANDSCAPE; TRANSPLANTATION; EXPRESSION; ANTIGENS;
D O I
10.1186/s13073-020-00743-4
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Immune checkpoint blockade (ICB) with antibodies inhibiting cytotoxic T lymphocyte-associated protein-4 (CTLA-4) and programmed cell death protein-1 (PD-1) (or its ligand (PD-L1)) can stimulate immune responses against cancer and have revolutionized the treatment of tumors. The influence of host germline genetics and its interaction with tumor neoantigens remains poorly defined. We sought to determine the interaction between tumor mutational burden (TMB) and the ability of a patient's major histocompatibility complex class I (MHC-I) to efficiently present mutated driver neoantigens in predicting response ICB. Methods Comprehensive genomic profiling was performed on 83 patients with diverse cancers treated with ICB to determine TMB and human leukocyte antigen-I (HLA-I) genotype. The ability of a patient's MHC-I to efficiently present mutated driver neoantigens (defined by the Patient Harmonic-mean Best Rank (PHBR) score (with lower PHBR indicating more efficient presentation)) was calculated for each patient. Results The median progression-free survival (PFS) for PHBR score < 0.5 vs. >= 0.5 was 5.1 vs. 4.4 months (P = 0.04). Using a TMB cutoff of 10 mutations/mb, the stable disease > 6 months/partial response/complete response rate, median PFS, and median overall survival (OS) of TMB high/PHBR high vs. TMB high/PHBR low were 43% vs. 78% (P = 0.049), 5.8 vs. 26.8 months (P = 0.03), and 17.2 months vs. not reached (P = 0.23), respectively. These findings were confirmed in an independent validation cohort of 32 patients. Conclusions Poor presentation of driver mutation neoantigens by MHC-I may explain why some tumors (even with a high TMB) do not respond to ICB.
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