Elevated neoantigen levels in tumors with somatic mutations in the HLA-A, HLA-B, HLA-C and B2M genes

被引:61
作者
Castro, Andrea [1 ,2 ]
Ozturkt, Kivilcim [1 ,2 ]
Pyke, Rachel Marty [1 ,2 ]
Xian, Su [1 ]
Zanetti, Maurizio [3 ,4 ,5 ]
Carter, Hannah [1 ,2 ,3 ,6 ]
机构
[1] Univ Calif San Diego, Div Med Genet, Dept Med, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Bioinformat & Syst Biol Program, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Lab Immunol, La Jolla, CA 92093 USA
[5] Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
[6] MaRS Ctr, CIFAR, West Tower,661 Univ Ave,Suite 505, Toronto, ON M5G 1M1, Canada
关键词
IMMUNE ESCAPE; CANCER; PREDICTION; DEFICIENT; CELLS;
D O I
10.1186/s12920-019-0544-1
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
BackgroundThe major histocompatibility complex class I (MHC-I) molecule is a protein complex that displays intracellular peptides to T cells, allowing the immune system to recognize and destroy infected or cancerous cells. MHC-I is composed of a highly polymorphic HLA-encoded alpha chain that binds the peptide and a Beta-2-microglobulin (B2M) protein that acts as a stabilizing scaffold. HLA mutations have been implicated as a mechanism of immune evasion during tumorigenesis, and B2M is considered a tumor suppressor gene. However, the implications of somatic HLA and B2M mutations have not been fully explored in the context of antigen presentation via the MHC-I molecule during tumor development. To understand the effect that B2M and HLA MHC-I molecule mutations have on mutagenesis, we analyzed the accumulation of mutations in patients from The Cancer Genome Atlas according to their MHC-I molecule mutation status.ResultsSomatic B2M and HLA mutations in microsatellite stable tumors were associated with higher overall mutation burden and a larger fraction of HLA-binding neoantigens when compared to B2M and HLA wild type tumors. B2M and HLA mutations were highly enriched in patients with microsatellite instability. B2M mutations tended to occur relatively early during patients' respective tumor development, whereas HLA mutations were either early or late events. In addition, B2M and HLA mutated patients had higher levels of immune infiltration by natural killer and CD8+ T cells and higher levels of cytotoxicity.ConclusionsOur findings add to a growing body of evidence that somatic B2M and HLA mutations are a mechanism of immune evasion by demonstrating that such mutations are associated with a higher load of neoantigens that should be presented via MHC-I.
引用
收藏
页数:13
相关论文
共 31 条
[1]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[2]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[3]   The landscape of somatic copy-number alteration across human cancers [J].
Beroukhim, Rameen ;
Mermel, Craig H. ;
Porter, Dale ;
Wei, Guo ;
Raychaudhuri, Soumya ;
Donovan, Jerry ;
Barretina, Jordi ;
Boehm, Jesse S. ;
Dobson, Jennifer ;
Urashima, Mitsuyoshi ;
Mc Henry, Kevin T. ;
Pinchback, Reid M. ;
Ligon, Azra H. ;
Cho, Yoon-Jae ;
Haery, Leila ;
Greulich, Heidi ;
Reich, Michael ;
Winckler, Wendy ;
Lawrence, Michael S. ;
Weir, Barbara A. ;
Tanaka, Kumiko E. ;
Chiang, Derek Y. ;
Bass, Adam J. ;
Loo, Alice ;
Hoffman, Carter ;
Prensner, John ;
Liefeld, Ted ;
Gao, Qing ;
Yecies, Derek ;
Signoretti, Sabina ;
Maher, Elizabeth ;
Kaye, Frederic J. ;
Sasaki, Hidefumi ;
Tepper, Joel E. ;
Fletcher, Jonathan A. ;
Tabernero, Josep ;
Baselga, Jose ;
Tsao, Ming-Sound ;
Demichelis, Francesca ;
Rubin, Mark A. ;
Janne, Pasi A. ;
Daly, Mark J. ;
Nucera, Carmelo ;
Levine, Ross L. ;
Ebert, Benjamin L. ;
Gabriel, Stacey ;
Rustgi, Anil K. ;
Antonescu, Cristina R. ;
Ladanyi, Marc ;
Letai, Anthony .
NATURE, 2010, 463 (7283) :899-905
[4]   Immune escape of cancer cells with beta2-microglobulin loss over the course of metastatic melanoma [J].
del Campo, Ana B. ;
Kyte, Jon Amund ;
Carretero, Javier ;
Zinchencko, Svitlana ;
Mendez, Rosa ;
Gonzalez-Aseguinolaza, Gloria ;
Ruiz-Cabello, Francisco ;
Aamdal, Steinar ;
Gaudernack, Gustav ;
Garrido, Federico ;
Aptsiauri, Natalia .
INTERNATIONAL JOURNAL OF CANCER, 2014, 134 (01) :102-113
[5]   Structure-Based Analysis Reveals Cancer Missense Mutations Target Protein Interaction Interfaces [J].
Engin, H. Billur ;
Kreisberg, Jason F. ;
Carter, Hannah .
PLOS ONE, 2016, 11 (04)
[6]   Genetic Mechanisms of Immune Evasion in Colorectal Cancer [J].
Grasso, Catherine S. ;
Giannakis, Marios ;
Wells, Daniel K. ;
Hamada, Tsuyoshi ;
Mu, Xinmeng Jasmine ;
Quist, Michael ;
Nowak, Jonathan A. ;
Nishihara, Reiko ;
Qian, Zhi Rong ;
Inamura, Kentaro ;
Morikawa, Teppei ;
Nosho, Katsuhiko ;
Abril-Rodriguez, Gabriel ;
Connolly, Charles ;
Escuin-Ordinas, Helena ;
Geybels, Milan S. ;
Grady, William M. ;
Hsu, Li ;
Hu-Lieskovan, Siwen ;
Huyghe, Jeroen R. ;
Kim, Yeon Joo ;
Krystofinski, Paige ;
Leiserson, Mark D. M. ;
Montoya, Dennis J. ;
Nadel, Brian B. ;
Pellegrini, Matteo ;
Pritchard, Colin C. ;
Puig-Saus, Cristina ;
Quist, Elleanor H. ;
Raphael, Ben J. ;
Salipante, Stephen J. ;
Shin, Daniel Sanghoon ;
Shinbrot, Eve ;
Shirts, Brian ;
Shukla, Sachet ;
Stanford, Janet L. ;
Sun, Wei ;
Tsoi, Jennifer ;
Upfill-Brown, Alexander ;
Wheeler, David A. ;
Wu, Catherine J. ;
Yu, Ming ;
Zaidi, Syed H. ;
Zaretsky, Jesse M. ;
Gabriel, Stacey B. ;
Lander, Eric S. ;
Garraway, Levi A. ;
Hudson, Thomas J. ;
Fuchs, Charles S. ;
Ribas, Antoni .
CANCER DISCOVERY, 2018, 8 (06) :730-749
[7]   Hallmarks of Cancer: The Next Generation [J].
Hanahan, Douglas ;
Weinberg, Robert A. .
CELL, 2011, 144 (05) :646-674
[8]   NetMHCpan, a method for MHC class I binding prediction beyond humans [J].
Hoof, Ilka ;
Peters, Bjoern ;
Sidney, John ;
Pedersen, Lasse Eggers ;
Sette, Alessandro ;
Lund, Ole ;
Buus, Soren ;
Nielsen, Morten .
IMMUNOGENETICS, 2009, 61 (01) :1-13
[9]  
Hubbard S.J., 1993, Naccess: Department of Biochemistry and Molecular Biology
[10]   VMD: Visual molecular dynamics [J].
Humphrey, W ;
Dalke, A ;
Schulten, K .
JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 1996, 14 (01) :33-38