Characterization of the immunophenotypes and antigenomes of colorectal cancers reveals distinct tumor escape mechanisms and novel targets for immunotherapy

被引:432
作者
Angelova, Mihaela [1 ]
Charoentong, Pornpimol [1 ]
Hackl, Hubert [1 ]
Fischer, Maria L. [1 ]
Snajder, Rene [1 ]
Krogsdam, Anne M. [1 ]
Waldner, Maximilian J. [2 ]
Bindea, Gabriela [3 ,4 ]
Mlecnik, Bernhard [3 ,4 ]
Galon, Jerome [3 ,4 ]
Trajanoski, Zlatko [1 ]
机构
[1] Med Univ Innsbruck, Div Bioinformat, Bioctr, A-6020 Innsbruck, Austria
[2] Univ Erlangen Nurnberg, Dept Med 1, D-91054 Erlangen, Germany
[3] INSERM, Integrat Canc Immunol Lab, U872, F-75006 Paris, France
[4] Univ Paris 06, Cordeliers Res Ctr, F-75006 Paris, France
来源
GENOME BIOLOGY | 2015年 / 16卷
基金
奥地利科学基金会;
关键词
HLA CLASS-I; IMMUNE CELLS; SEQUENCING DATA; NEO-ANTIGENS; COLON-CANCER; T-CELLS; GENE; GENOME; RECOGNITION; DATABASE;
D O I
10.1186/s13059-015-0620-6
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: While large-scale cancer genomic projects are comprehensively characterizing the mutational spectrum of various cancers, so far little attention has been devoted to either define the antigenicity of these mutations or to characterize the immune responses they elicit. Here we present a strategy to characterize the immunophenotypes and the antigen-ome of human colorectal cancer. Results: We apply our strategy to a large colorectal cancer cohort (n = 598) and show that subpopulations of tumor-infiltrating lymphocytes are associated with distinct molecular phenotypes. The characterization of the antigenome shows that a large number of cancer-germline antigens are expressed in all patients. In contrast, neo-antigens are rarely shared between patients, indicating that cancer vaccination requires individualized strategy. Analysis of the genetic basis of the tumors reveals distinct tumor escape mechanisms for the patient subgroups. Hypermutated tumors are depleted of immunosuppressive cells and show upregulation of immunoinhibitory molecules. Non-hypermutated tumors are enriched with immunosuppressive cells, and the expression of immunoinhibitors and MHC molecules is downregulated. Reconstruction of the interaction network of tumor-infiltrating lymphocytes and immunomodulatory molecules followed by a validation with 11 independent cohorts ( n = 1,945) identifies BCMA as a novel druggable target. Finally, linear regression modeling identifies major determinants of tumor immunogenicity, which include well-characterized modulators as well as a novel candidate, CCR8, which is then tested in an orthologous immunodeficient mouse model. Conclusions: The immunophenotypes of the tumors and the cancer antigenome remain widely unexplored, and our findings represent a step toward the development of personalized cancer immunotherapies.
引用
收藏
页数:17
相关论文
共 77 条
[1]   DANGERS OF USING OPTIMAL CUTPOINTS IN THE EVALUATION OF PROGNOSTIC FACTORS [J].
ALTMAN, DG ;
LAUSEN, B ;
SAUERBREI, W ;
SCHUMACHER, M .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1994, 86 (11) :829-835
[2]   On the statistical assessment of classifiers using DNA microarray data [J].
Ancona, N. ;
Maglietta, R. ;
Piepoli, A. ;
D'Addabbo, A. ;
Cotugno, R. ;
Savino, M. ;
Liuni, S. ;
Carella, M. ;
Pesole, G. ;
Perri, F. .
BMC BIOINFORMATICS, 2006, 7 (1)
[3]   Count-based differential expression analysis of RNA sequencing data using R and Bioconductor [J].
Anders, Simon ;
McCarthy, Davis J. ;
Chen, Yunshun ;
Okoniewski, Michal ;
Smyth, Gordon K. ;
Huber, Wolfgang ;
Robinson, Mark D. .
NATURE PROTOCOLS, 2013, 8 (09) :1765-1786
[4]   NCBI GEO: archive for functional genomics data sets-update [J].
Barrett, Tanya ;
Wilhite, Stephen E. ;
Ledoux, Pierre ;
Evangelista, Carlos ;
Kim, Irene F. ;
Tomashevsky, Maxim ;
Marshall, Kimberly A. ;
Phillippy, Katherine H. ;
Sherman, Patti M. ;
Holko, Michelle ;
Yefanov, Andrey ;
Lee, Hyeseung ;
Zhang, Naigong ;
Robertson, Cynthia L. ;
Serova, Nadezhda ;
Davis, Sean ;
Soboleva, Alexandra .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D991-D995
[5]   Spatiotemporal Dynamics of Intratumoral Immune Cells Reveal the Immune Landscape in Human Cancer [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Waldner, Maximilian ;
Obenauf, Anna C. ;
Angell, Helen ;
Fredriksen, Tessa ;
Lafontaine, Lucie ;
Berger, Anne ;
Bruneval, Patrick ;
Fridman, Wolf Herman ;
Becker, Christoph ;
Pages, Franck ;
Speicher, Michael R. ;
Trajanoski, Zlatko ;
Galon, Jerome .
IMMUNITY, 2013, 39 (04) :782-795
[6]   The prognostic impact of anti-cancer immune response: a novel classification of cancer patients [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Fridman, Wolf-Herman ;
Galon, Jerome .
SEMINARS IN IMMUNOPATHOLOGY, 2011, 33 (04) :335-340
[7]   Safety and Activity of Anti-PD-L1 Antibody in Patients with Advanced Cancer [J].
Brahmer, Julie R. ;
Tykodi, Scott S. ;
Chow, Laura Q. M. ;
Hwu, Wen-Jen ;
Topalian, Suzanne L. ;
Hwu, Patrick ;
Drake, Charles G. ;
Camacho, Luis H. ;
Kauh, John ;
Odunsi, Kunle ;
Pitot, Henry C. ;
Hamid, Omid ;
Bhatia, Shailender ;
Martins, Renato ;
Eaton, Keith ;
Chen, Shuming ;
Salay, Theresa M. ;
Alaparthy, Suresh ;
Grosso, Joseph F. ;
Korman, Alan J. ;
Parker, Susan M. ;
Agrawal, Shruti ;
Goldberg, Stacie M. ;
Pardoll, Drew M. ;
Gupta, Ashok ;
Wigginton, Jon M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 366 (26) :2455-2465
[8]   Neo-antigens predicted by tumor genome meta-analysis correlate with increased patient survival [J].
Brown, Scott D. ;
Warren, Rene L. ;
Gibb, Ewan A. ;
Martin, Spencer D. ;
Spinelli, John J. ;
Nelson, Brad H. ;
Holt, Robert A. .
GENOME RESEARCH, 2014, 24 (05) :743-750
[9]   Integrative annotation of human large intergenic noncoding RNAs reveals global properties and specific subclasses [J].
Cabili, Moran N. ;
Trapnell, Cole ;
Goff, Loyal ;
Koziol, Magdalena ;
Tazon-Vega, Barbara ;
Regev, Aviv ;
Rinn, John L. .
GENES & DEVELOPMENT, 2011, 25 (18) :1915-1927
[10]  
Carter S, ACCURATE ESTIMATION