TY - JOUR
T1 - Identification of genetic determinants of breast cancer immune phenotypes by integrative genome-scale analysis
AU - Hendrickx, Wouter
AU - Simeone, Ines
AU - Anjum, Samreen
AU - Mokrab, Younes
AU - Bertucci, François
AU - Finetti, Pascal
AU - Curigliano, Giuseppe
AU - Seliger, Barbara
AU - Cerulo, Luigi
AU - Tomei, Sara
AU - Delogu, Lucia Gemma
AU - Maccalli, Cristina
AU - Wang, Ena
AU - Miller, Lance D.
AU - Marincola, Francesco M.
AU - Ceccarelli, Michele
AU - Bedognetti, Davide
N1 - Publisher Copyright:
© 2017 The Author(s). Published with license by Taylor & Francis Group, LLC © 2017, © Wouter Hendrickx, Ines Simeone, Samreen Anjum, Younes Mokrab, François Bertucci, Pascal Finetti, Giuseppe Curigliano, Barbara Seliger, Luigi Cerulo, Sara Tomei, Lucia Gemma Delogu, Cristina Maccalli, Ena Wang, Lance D. Miller, Francesco M. Marincola, Michele Ceccarelli, and Davide Bedognetti.
PY - 2017/2/1
Y1 - 2017/2/1
N2 - 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.
AB - 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.
KW - Breast cancer
KW - MAPK mutations
KW - PD-L1
KW - chemokines
KW - exome sequencing
KW - immune checkpoint
KW - immune signatures
KW - immunologic constant of rejection
KW - predictive signatures
KW - prognostic signatures
KW - triple negative
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U2 - 10.1080/2162402X.2016.1253654
DO - 10.1080/2162402X.2016.1253654
M3 - Article
C2 - 28344865
AN - SCOPUS:85011817556
SN - 2162-4011
VL - 6
JO - OncoImmunology
JF - OncoImmunology
IS - 2
M1 - e1253654
ER -