Identification of genetic determinants of breast cancer immune phenotypes by integrative genome-scale analysis

被引:127
作者
Hendrickx, Wouter [1 ]
Simeone, Ines [2 ,3 ]
Anjum, Samreen [2 ]
Mokrab, Younes [4 ]
Bertucci, Francois [5 ,6 ,7 ]
Finetti, Pascal [5 ]
Curigliano, Giuseppe [8 ]
Seliger, Barbara [9 ]
Cerulo, Luigi [3 ,10 ]
Tomei, Sara [11 ]
Delogu, Lucia Gemma [12 ]
Maccalli, Cristina [1 ]
Wang, Ena [11 ]
Miller, Lance D. [13 ]
Marincola, Francesco M. [14 ]
Ceccarelli, Michele [2 ]
Bedognetti, Davide [1 ]
机构
[1] Sidra Med & Res Ctr, Div Translat Med, Res Branch, Tumor Biol Immunol & Therapy Sect, Doha, Qatar
[2] Hamad Bin Khalifa Univ, Qatar Comp Res Inst, Doha, Qatar
[3] Univ Sannio, Dept Sci & Technol, Benevento, Italy
[4] Sidra Med & Res Ctr, Div Biomed Informat, Res Branch, Doha, Qatar
[5] INSERM, Inst Paoli Calmettes, CRCM, Dept Oncol Mol,UMR1068,CNRS UMR725, Marseille, France
[6] Inst Paoli Calmettes, Dept Med Oncol, CRCM, Marseille, France
[7] Aix Marseille Univ, Fac Med, Marseille, France
[8] European Inst Oncol, Div Med Oncol, Div Expt Therapeut, Milan, Italy
[9] Univ Halle Wittenberg, Inst Med Immunol, Halle, Germany
[10] BIOGEM Res Ctr, Ariano Irpino, Italy
[11] Sidra Med & Res Ctr, Div Translat Med, Res Branch, Doha, Qatar
[12] Univ Sassari, Dept Chem & Pharm, Sassari, Italy
[13] Wake Forest Sch Med, Dept Canc Biol, Winston Salem, NC USA
[14] Sidra Med & Res Ctr, Res Branch, Off Chief Res Officer CRO, Doha, Qatar
关键词
Breast cancer; chemokines; exome sequencing; immune checkpoint; immune signatures; immunologic constant of rejection; MAPK mutations; PD-L1; predictive signatures; prognostic signatures; triple negative; TUMOR-INFILTRATING LYMPHOCYTES; ACTIVATED PROTEIN-KINASES; NEOADJUVANT CHEMOTHERAPY; IMMUNOLOGICAL CONSTANT; MELANOMA METASTASES; MOLECULAR PORTRAITS; EXPRESSION ANALYSIS; PREDICTIVE-VALUE; CTLA-4; BLOCKADE; CELLS;
D O I
10.1080/2162402X.2016.1253654
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Cancer immunotherapy is revolutionizing the clinical management of several tumors, but has demonstrated limited activity in breast cancer. The development of more effective treatments is hindered by incomplete knowledge of the genetic determinant of immune responsiveness. To fill this gap, we mined copy number alteration, somatic mutation, and expression data from The Cancer Genome Atlas (TCGA). By using RNA-sequencing data from 1,004 breast cancers, we defined distinct immune phenotypes characterized by progressive expression of transcripts previously associated with immune-mediated rejection. The T helper 1 (Th-1) phenotype (ICR4), which also displays upregulation of immune-regulatory transcripts such as PDL1, PD1, FOXP3, IDO1, and CTLA4, was associated with prolonged patients' survival. We validated these findings in an independent meta-cohort of 1,954 breast cancer gene expression data. Chromosome segment 4q21, which includes genes encoding for the Th-1 chemokines CXCL9-11, was significantly amplified only in the immune favorable phenotype (ICR4). The mutation and neoantigen load progressively decreased from ICR4 to ICR1 but could not fully explain immune phenotypic differences. Mutations of TP53 were enriched in the immune favorable phenotype (ICR4). Conversely, the presence of MAP3K1 and MAP2K4 mutations were tightly associated with an immune-unfavorable phenotype (ICR1). Using both the TCGA and the validation dataset, the degree of MAPK deregulation segregates breast tumors according to their immune disposition. These findings suggest that mutation-driven perturbations of MAPK pathways are linked to the negative regulation of intratumoral immune response in breast cancer. Modulations of MAPK pathways could be experimentally tested to enhance breast cancer immune sensitivity.
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页数:19
相关论文
共 109 条
[1]  
Abhijit, ENHANCED KAPLAN MEIE
[2]   Prognostic Value of Tumor-Infiltrating Lymphocytes in Triple-Negative Breast Cancers From Two Phase III Randomized Adjuvant Breast Cancer Trials: ECOG 2197 and ECOG 1199 [J].
Adams, Sylvia ;
Gray, Robert J. ;
Demaria, Sandra ;
Goldstein, Lori ;
Perez, Edith A. ;
Shulman, Lawrence N. ;
Martino, Silvana ;
Wang, Molin ;
Jones, Vicky E. ;
Saphner, Thomas J. ;
Wolff, Antonio C. ;
Wood, William C. ;
Davidson, Nancy E. ;
Sledge, George W. ;
Sparano, Joseph A. ;
Badve, Sunil S. .
JOURNAL OF CLINICAL ONCOLOGY, 2014, 32 (27) :2959-+
[3]   Mitogen-activated protein kinases in innate immunity [J].
Arthur, J. Simon C. ;
Ley, Steven C. .
NATURE REVIEWS IMMUNOLOGY, 2013, 13 (09) :679-692
[4]   Molecular signatures mostly associated with NK cells are predictive of relapse free survival in breast cancer patients [J].
Ascierto, Maria Libera ;
Idowu, Michael O. ;
Zhao, Yingdong ;
Khalak, Hanif ;
Payne, Kyle K. ;
Wang, Xiang-Yang ;
Dumur, Catherine I. ;
Bedognetti, Davide ;
Tomei, Sara ;
Ascierto, Paolo A. ;
Shanker, Anil ;
Bear, Harry D. ;
Wang, Ena ;
Marincola, Francesco M. ;
De Maria, Andrea ;
Manjili, Masoud H. .
JOURNAL OF TRANSLATIONAL MEDICINE, 2013, 11
[5]   A signature of immune function genes associated with recurrence-free survival in breast cancer patients [J].
Ascierto, Maria Libera ;
Kmieciak, Maciej ;
Idowu, Michael O. ;
Manjili, Rose ;
Zhao, Yingdong ;
Grimes, Margaret ;
Dumur, Catherine ;
Wang, Ena ;
Ramakrishnan, Viswanathan ;
Wang, Xiang-Yang ;
Bear, Harry D. ;
Marincola, Francesco M. ;
Manjili, Masoud H. .
BREAST CANCER RESEARCH AND TREATMENT, 2012, 131 (03) :871-880
[6]  
Avalle Lidia, 2012, JAKSTAT, V1, P65, DOI 10.4161/jkst.20045
[7]   Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1 [J].
Barbie, David A. ;
Tamayo, Pablo ;
Boehm, Jesse S. ;
Kim, So Young ;
Moody, Susan E. ;
Dunn, Ian F. ;
Schinzel, Anna C. ;
Sandy, Peter ;
Meylan, Etienne ;
Scholl, Claudia ;
Froehling, Stefan ;
Chan, Edmond M. ;
Sos, Martin L. ;
Michel, Kathrin ;
Mermel, Craig ;
Silver, Serena J. ;
Weir, Barbara A. ;
Reiling, Jan H. ;
Sheng, Qing ;
Gupta, Piyush B. ;
Wadlow, Raymond C. ;
Le, Hanh ;
Hoersch, Sebastian ;
Wittner, Ben S. ;
Ramaswamy, Sridhar ;
Livingston, David M. ;
Sabatini, David M. ;
Meyerson, Matthew ;
Thomas, Roman K. ;
Lander, Eric S. ;
Mesirov, Jill P. ;
Root, David E. ;
Gilliland, D. Gary ;
Jacks, Tyler ;
Hahn, William C. .
NATURE, 2009, 462 (7269) :108-U122
[8]   CXCR3/CCR5 pathways in metastatic melanoma patients treated with adoptive therapy and interleukin-2 [J].
Bedognetti, D. ;
Spivey, T. L. ;
Zhao, Y. ;
Uccellini, L. ;
Tomei, S. ;
Dudley, M. E. ;
Ascierto, M. L. ;
De Giorgi, V. ;
Liu, Q. ;
Delogu, L. G. ;
Sommariva, M. ;
Sertoli, M. R. ;
Simon, R. ;
Wang, E. ;
Rosenberg, S. A. ;
Marincola, F. M. .
BRITISH JOURNAL OF CANCER, 2013, 109 (09) :2412-2423
[9]   Checkpoint Inhibitors and Their Application in Breast Cancer [J].
Bedognetti, Davide ;
Maccalli, Cristina ;
Al Bader, Salha B. J. ;
Marincola, Francesco M. ;
Seliger, Barbara .
BREAST CARE, 2016, 11 (02) :108-115
[10]   Disentangling the relationship between tumor genetic programs and immune responsiveness [J].
Bedognetti, Davide ;
Hendrickx, Wouter ;
Ceccarelli, Michele ;
Miller, Lance D. ;
Seliger, Barbara .
CURRENT OPINION IN IMMUNOLOGY, 2016, 39 :150-158