PMID- 33127846 OWN - NLM STAT- MEDLINE DCOM- 20220114 LR - 20220114 IS - 2159-8290 (Electronic) IS - 2159-8274 (Linking) VI - 11 IP - 2 DP - 2021 Feb TI - Somatic HLA Class I Loss Is a Widespread Mechanism of Immune Evasion Which Refines the Use of Tumor Mutational Burden as a Biomarker of Checkpoint Inhibitor Response. PG - 282-292 LID - 10.1158/2159-8290.CD-20-0672 [doi] AB - Neoantigen presentation arises as a result of tumor-specific mutations and is a critical component of immune surveillance that can be abrogated by somatic LOH of the human leukocyte antigen class I (HLA-I) locus. To understand the role of HLA-I LOH in oncogenesis and treatment, we utilized a pan-cancer genomic dataset of 83,644 patient samples, a small subset of which had treatment outcomes with immune checkpoint inhibitors (ICI). HLA-I LOH was common (17%) and unexpectedly had a nonlinear relationship with tumor mutational burden (TMB). HLA-I LOH was frequent at intermediate TMB, yet prevalence decreased above 30 mutations/megabase, suggesting highly mutated tumors require alternate immune evasion mechanisms. In ICI-treated patients with nonsquamous non-small cell lung cancer, HLA-I LOH was a significant negative predictor of overall survival. Survival prediction improved when combined with TMB, suggesting TMB with HLA-I LOH may better identify patients likely to benefit from ICIs. SIGNIFICANCE: This work shows the pan-cancer landscape of HLA-I LOH, revealing an unexpected "Goldilocks" relationship between HLA-I LOH and TMB, and demonstrates HLA-I LOH as a significant negative predictor of outcomes after ICI treatment. These data informed a combined predictor of outcomes after ICI and have implications for tumor vaccine development.This article is highlighted in the In This Issue feature, p. 211. CI - (c)2020 American Association for Cancer Research. FAU - Montesion, Meagan AU - Montesion M AUID- ORCID: 0000-0001-9155-556X AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Murugesan, Karthikeyan AU - Murugesan K AUID- ORCID: 0000-0002-2275-1126 AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Jin, Dexter X AU - Jin DX AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Sharaf, Radwa AU - Sharaf R AUID- ORCID: 0000-0002-5214-380X AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Sanchez, Nora AU - Sanchez N AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Guria, Ameet AU - Guria A AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Minker, Max AU - Minker M AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Li, Gerald AU - Li G AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Fisher, Virginia AU - Fisher V AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Sokol, Ethan S AU - Sokol ES AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Pavlick, Dean C AU - Pavlick DC AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Moore, Jay A AU - Moore JA AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Braly, Alan AU - Braly A AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Singal, Gaurav AU - Singal G AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Fabrizio, David AU - Fabrizio D AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Comment, Leah A AU - Comment LA AUID- ORCID: 0000-0002-4160-0323 AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Rizvi, Naiyer A AU - Rizvi NA AUID- ORCID: 0000-0002-1134-7494 AD - Columbia University Irving Medical Center, New York, New York. FAU - Alexander, Brian M AU - Alexander BM AUID- ORCID: 0000-0003-3903-9175 AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Frampton, Garrett M AU - Frampton GM AUID- ORCID: 0000-0002-2361-2750 AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Hegde, Priti S AU - Hegde PS AD - Foundation Medicine, Inc., Cambridge, Massachusetts. FAU - Albacker, Lee A AU - Albacker LA AUID- ORCID: 0000-0002-5070-1783 AD - Foundation Medicine, Inc., Cambridge, Massachusetts. lalbacker@foundationmedicine.com. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20201030 PL - United States TA - Cancer Discov JT - Cancer discovery JID - 101561693 RN - 0 (Biomarkers, Tumor) RN - 0 (HLA Antigens) RN - 0 (Immune Checkpoint Inhibitors) SB - IM MH - Biomarkers, Tumor/genetics MH - Carcinoma, Non-Small-Cell Lung/*drug therapy MH - HLA Antigens/*genetics MH - Humans MH - Immune Checkpoint Inhibitors/*therapeutic use MH - Lung Neoplasms/*drug therapy MH - Mutation MH - Tumor Escape EDAT- 2020/11/01 06:00 MHDA- 2022/01/15 06:00 CRDT- 2020/10/31 05:30 PHST- 2020/05/18 00:00 [received] PHST- 2020/09/14 00:00 [revised] PHST- 2020/10/27 00:00 [accepted] PHST- 2020/11/01 06:00 [pubmed] PHST- 2022/01/15 06:00 [medline] PHST- 2020/10/31 05:30 [entrez] AID - 2159-8290.CD-20-0672 [pii] AID - 10.1158/2159-8290.CD-20-0672 [doi] PST - ppublish SO - Cancer Discov. 2021 Feb;11(2):282-292. doi: 10.1158/2159-8290.CD-20-0672. Epub 2020 Oct 30.