Home LiteratureArticle Details
PMID: 25594174 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Molecular and genetic properties of tumors associated with local immune cytolytic activity.

Cell ·Vol. 160 ·No. 1-2 ·2015-01-15 ·Pages 48-61

Rooney MS, Shukla SA, Wu CJ, Getz G, Hacohen N

Abstract

How the genomic landscape of a tumor shapes and is shaped by anti-tumor immunity has not been systematically explored. Using large-scale genomic data sets of solid tissue tumor biopsies, we quantified the cytolytic activity of the local immune infiltrate and identified associated properties across 18 tumor types. The number of predicted MHC Class I-associated neoantigens was correlated with cytolytic activity and was lower than expected in colorectal and other tumors, suggesting immune-mediated elimination. We identified recurrently mutated genes that showed positive association with cytolytic activity, including beta-2-microglobulin (B2M), HLA-A, -B and -C and Caspase 8 (CASP8), highlighting loss of antigen presentation and blockade of extrinsic apoptosis as key strategies of resistance to cytolytic activity. Genetic amplifications were also associated with high cytolytic activity, including immunosuppressive factors such as PDL1/2 and ALOX12B/15B. Our genetic findings thus provide evidence for immunoediting in tumors and uncover mechanisms of tumor-intrinsic resistance to cytolytic activity.

MeSH Terms
Antigen Presentation Antigens, Neoplasm/immunology Apoptosis DNA Copy Number Variations Databases, Genetic Endogenous Retroviruses Genome, Human Humans Mutation Necrosis Neoplasms/immunology,pathology T-Lymphocytes, Cytotoxic/immunology
Chemicals
Antigens, Neoplasm
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Rooney Michael S
The Broad Institute, Cambridge, MA 02142, USA; Harvard/MIT Division of Health Sciences and Technology, Cambridge, MA 02141, USA.
Shukla Sachet A
The Broad Institute, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.
Wu Catherine J
The Broad Institute, Cambridge, MA 02142, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA.
Getz Gad
The Broad Institute, Cambridge, MA 02142, USA; Massachusetts General Hospital Cancer Center and Department of Pathology, Charlestown, MA 02129, USA.
Hacohen Nir
The Broad Institute, Cambridge, MA 02142, USA; Department of Medicine, Harvard Medical School, Boston, MA 02115, USA; Center for Immunology and Inflammatory Diseases and Department of Medicine, Massachusetts General Hospital, Charlestown, MA 02129, USA. Electronic address: [email protected].
References (62)
62 references, click to expand
  1. Oncogenic PI3K and its role in cancer.
    Curr Opin Oncol. 2006 Jan;18(1):77-82 PMID: 16357568
  2. Effector memory T cells, early metastasis, and survival in colorectal cancer.
    N Engl J Med. 2005 Dec 22;353(25):2654-66 PMID: 16371631
  3. Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients.
    Nature. 2014 Nov 27;515(7528):563-7 PMID: 25428504
  4. c-Cbl acts as a mediator of Src-induced activation of the PI3K-Akt signal transduction pathway during TRAIL treatment.
    Cell Signal. 2010 Mar;22(3):377-85 PMID: 19861161
  5. Natural selection of tumor variants in the generation of "tumor escape" phenotypes.
    Nat Immunol. 2002 Nov;3(11):999-1005 PMID: 12407407
  6. Evidence for a tumoral immune resistance mechanism based on tryptophan degradation by indoleamine 2,3-dioxygenase.
    Nat Med. 2003 Oct;9(10):1269-74 PMID: 14502282
  7. A promoter-level mammalian expression atlas.
    Nature. 2014 Mar 27;507(7493):462-70 PMID: 24670764
  8. NetMHCpan, a method for quantitative predictions of peptide binding to any HLA-A and -B locus protein of known sequence.
    PLoS One. 2007;2(8):e796 PMID: 17726526
  9. Coordination of early protective immunity to viral infection by regulatory T cells.
    Science. 2008 May 30;320(5880):1220-4 PMID: 18436744
  10. PD-1 blockade induces responses by inhibiting adaptive immune resistance.
    Nature. 2014 Nov 27;515(7528):568-71 PMID: 25428505
  11. Transcriptional profiling of human endogenous retrovirus group HERV-K(HML-2) loci in melanoma.
    Genome Biol Evol. 2013;5(2):307-28 PMID: 23338945
  12. miR-221&222 regulate TRAIL resistance and enhance tumorigenicity through PTEN and TIMP3 downregulation.
    Cancer Cell. 2009 Dec 8;16(6):498-509 PMID: 19962668
  13. Endogenous retrovirus-K promoter: a landing strip for inflammatory transcription factors?
    Retrovirology. 2013;10:16 PMID: 23394165
  14. Discovery and saturation analysis of cancer genes across 21 tumour types.
    Nature. 2014 Jan 23;505(7484):495-501 PMID: 24390350
  15. Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1.
    Nature. 2009 Nov 5;462(7269):108-12 PMID: 19847166
  16. Casein kinase II (CK2) enhances death-inducing signaling complex (DISC) activity in TRAIL-induced apoptosis in human colon carcinoma cell lines.
    Oncogene. 2005 Mar 17;24(12):2050-8 PMID: 15688023
  17. Cancer immunoediting: integrating immunity's roles in cancer suppression and promotion.
    Science. 2011 Mar 25;331(6024):1565-70 PMID: 21436444
  18. Characterization of the antibody response specific for the human endogenous retrovirus HTDV/HERV-K.
    J Virol. 1997 Jun;71(6):4581-8 PMID: 9151852
  19. 12/15-lipoxygenase orchestrates the clearance of apoptotic cells and maintains immunologic tolerance.
    Immunity. 2012 May 25;36(5):834-46 PMID: 22503541
  20. Resurrection of endogenous retroviruses in antibody-deficient mice.
    Nature. 2012 Nov 29;491(7426):774-8 PMID: 23103862
  21. Mutational heterogeneity in cancer and the search for new cancer-associated genes.
    Nature. 2013 Jul 11;499(7457):214-8 PMID: 23770567
  22. Single-cell perforin and granzyme expression reveals the anatomical localization of effector CD8+ T cells in influenza virus-infected mice.
    Proc Natl Acad Sci U S A. 2003 Mar 4;100(5):2657-62 PMID: 12601154
  23. Immune response against frameshift-induced neopeptides in HNPCC patients and healthy HNPCC mutation carriers.
    Gastroenterology. 2008 Apr;134(4):988-97 PMID: 18395080
  24. PBAF chromatin-remodeling complex requires a novel specificity subunit, BAF200, to regulate expression of selective interferon-responsive genes.
    Genes Dev. 2005 Jul 15;19(14):1662-7 PMID: 15985610
  25. Comprehensive molecular characterization of gastric adenocarcinoma.
    Nature. 2014 Sep 11;513(7517):202-9 PMID: 25079317
  26. Dok-3, a novel adapter molecule involved in the negative regulation of immunoreceptor signaling.
    Mol Cell Biol. 2000 Apr;20(8):2743-54 PMID: 10733577
  27. Combining trail with PI3 kinase or HSP90 inhibitors enhances apoptosis in colorectal cancer cells via suppression of survival signaling.
    Oncotarget. 2013 Aug;4(8):1185-98 PMID: 23852390
  28. An immune-active tumor microenvironment favors clinical response to ipilimumab.
    Cancer Immunol Immunother. 2012 Jul;61(7):1019-31 PMID: 22146893
  29. Systematic identification of personal tumor-specific neoantigens in chronic lymphocytic leukemia.
    Blood. 2014 Jul 17;124(3):453-62 PMID: 24891321
  30. GISTIC2.0 facilitates sensitive and confident localization of the targets of focal somatic copy-number alteration in human cancers.
    Genome Biol. 2011;12(4):R41 PMID: 21527027
  31. The Genotype-Tissue Expression (GTEx) project.
    Nat Genet. 2013 Jun;45(6):580-5 PMID: 23715323
  32. Up-regulation of PD-L1, IDO, and T(regs) in the melanoma tumor microenvironment is driven by CD8(+) T cells.
    Sci Transl Med. 2013 Aug 28;5(200):200ra116 PMID: 23986400
  33. An immunodominant SSX-2-derived epitope recognized by CD4+ T cells in association with HLA-DR.
    J Clin Invest. 2004 Apr;113(8):1225-33 PMID: 15085202
  34. Genetic basis for clinical response to CTLA-4 blockade in melanoma.
    N Engl J Med. 2014 Dec 4;371(23):2189-99 PMID: 25409260
  35. Cancer/testis antigens, gametogenesis and cancer.
    Nat Rev Cancer. 2005 Aug;5(8):615-25 PMID: 16034368
  36. Novel cancer immunotherapy agents with survival benefit: recent successes and next steps.
    Nat Rev Cancer. 2011 Nov;11(11):805-12 PMID: 22020206
  37. Neo-antigens predicted by tumor genome meta-analysis correlate with increased patient survival.
    Genome Res. 2014 May;24(5):743-50 PMID: 24782321
  38. The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity.
    Nature. 2012 Mar 29;483(7391):603-7 PMID: 22460905
  39. A revised nomenclature for transcribed human endogenous retroviral loci.
    Mob DNA. 2011 May 04;2(1):7 PMID: 21542922
  40. Sensitization of tumor cells to Apo2 ligand/TRAIL-induced apoptosis by inhibition of casein kinase II.
    Cancer Res. 2002 Aug 1;62(15):4180-5 PMID: 12154014
  41. Spatiotemporal dynamics of intratumoral immune cells reveal the immune landscape in human cancer.
    Immunity. 2013 Oct 17;39(4):782-95 PMID: 24138885
  42. The landscape of viral expression and host gene fusion and adaptation in human cancer.
    Nat Commun. 2013;4:2513 PMID: 24085110
  43. Personal neoantigen cancer vaccines: The momentum builds.
    Oncoimmunology. 2014 Jun 25;3:e29311 PMID: 25101225
  44. Mutational landscape and significance across 12 major cancer types.
    Nature. 2013 Oct 17;502(7471):333-9 PMID: 24132290
  45. Fast gapped-read alignment with Bowtie 2.
    Nat Methods. 2012 Apr;9(4):357-9 PMID: 22388286
  46. Human NK cells are alerted to induction of p53 in cancer cells by upregulation of the NKG2D ligands ULBP1 and ULBP2.
    Cancer Res. 2011 Sep 15;71(18):5998-6009 PMID: 21764762
  47. The multisubstrate adapter Gab1 regulates hepatocyte growth factor (scatter factor)-c-Met signaling for cell survival and DNA repair.
    Mol Cell Biol. 2001 Aug;21(15):4968-84 PMID: 11438654
  48. Immune evasion of microsatellite unstable colorectal cancers.
    Int J Cancer. 2010 Sep 1;127(5):1001-10 PMID: 20198617
  49. Immune selection of hot-spot beta 2-microglobulin gene mutations, HLA-A2 allospecificity loss, and antigen-processing machinery component down-regulation in melanoma cells derived from recurrent metastases following immunotherapy.
    J Immunol. 2005 Feb 1;174(3):1462-71 PMID: 15661905
  50. Intraepithelial CD8+ tumor-infiltrating lymphocytes and a high CD8+/regulatory T cell ratio are associated with favorable prognosis in ovarian cancer.
    Proc Natl Acad Sci U S A. 2005 Dec 20;102(51):18538-43 PMID: 16344461
  51. Role of protein kinase CK2 in the regulation of tumor necrosis factor-related apoptosis inducing ligand-induced apoptosis in prostate cancer cells.
    Cancer Res. 2006 Feb 15;66(4):2242-9 PMID: 16489027
  52. Nucleic acid-sensing Toll-like receptors are essential for the control of endogenous retrovirus viremia and ERV-induced tumors.
    Immunity. 2012 Nov 16;37(5):867-79 PMID: 23142781
  53. MORC4, a novel member of the MORC family, is highly expressed in a subset of diffuse large B-cell lymphomas.
    Br J Haematol. 2007 Aug;138(4):479-86 PMID: 17608765
  54. Immune escape of tumors in vivo by expression of cellular FLICE-inhibitory protein.
    J Exp Med. 1999 Oct 4;190(7):1033-8 PMID: 10510093
  55. Prognostic significance of activated CD8(+) T cell infiltrations within esophageal carcinomas.
    Cancer Res. 2001 May 15;61(10):3932-6 PMID: 11358808
  56. CK2 controls TRAIL and Fas sensitivity by regulating FLIP levels in endometrial carcinoma cells.
    Oncogene. 2008 Apr 17;27(18):2513-24 PMID: 17982483
  57. Tumor-infiltrating lymphocytes in glioblastoma are associated with specific genomic alterations and related to transcriptional class.
    Clin Cancer Res. 2013 Sep 15;19(18):4951-60 PMID: 23864165
  58. CTdatabase: a knowledge-base of high-throughput and curated data on cancer-testis antigens.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D816-9 PMID: 18838390
  59. Identification of novel molecular regulators of tumor necrosis factor-related apoptosis-inducing ligand (TRAIL)-induced apoptosis in breast cancer cells by RNAi screening.
    Breast Cancer Res. 2014;16(2):R41 PMID: 24745479
  60. Exploiting the curative potential of adoptive T-cell therapy for cancer.
    Immunol Rev. 2014 Jan;257(1):56-71 PMID: 24329789
  61. Cancer statistics, 2007.
    CA Cancer J Clin. 2007 Jan-Feb;57(1):43-66 PMID: 17237035
  62. DEAD/H BOX 3 (DDX3) helicase binds the RIG-I adaptor IPS-1 to up-regulate IFN-beta-inducing potential.
    Eur J Immunol. 2010 Apr;40(4):940-8 PMID: 20127681
Article Info
Journal
Cell
Abbr.
Cell
ISSN
1097-4172
Published
2015-01-15
Pages
48-61
Language
English
Region
United States
NLM ID
0413066
PMCID
PMC4856474
Subset
IM
Grants
NIH HHS · DP2 OD002230 · United States
NCI NIH HHS · R01 CA155010 · United States
NHGRI NIH HHS · T32 HG002295 · United States
Corrections
CommentIn
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]