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1.
Cell ; 170(6): 1096-1108.e13, 2017 Sep 07.
Article in English | MEDLINE | ID: mdl-28886380

ABSTRACT

Regulatory T cells (Tregs) play a pivotal role in the inhibition of anti-tumor immune responses. Understanding the mechanisms governing Treg homeostasis may therefore be important for development of effective tumor immunotherapy. We have recently demonstrated a key role for the canonical nuclear factor κB (NF-κB) subunits, p65 and c-Rel, in Treg identity and function. In this report, we show that NF-κB c-Rel ablation specifically impairs the generation and maintenance of the activated Treg (aTreg) subset, which is known to be enriched at sites of tumors. Using mouse models, we demonstrate that melanoma growth is drastically reduced in mice lacking c-Rel, but not p65, in Tregs. Moreover, chemical inhibition of c-Rel function delayed melanoma growth by impairing aTreg-mediated immunosuppression and potentiated the effects of anti-PD-1 immunotherapy. Our studies therefore establish inhibition of NF-κB c-Rel as a viable therapeutic approach for enhancing checkpoint-targeting immunotherapy protocols.


Subject(s)
Immunotherapy/methods , Melanoma/immunology , Melanoma/pathology , NF-kappa B/antagonists & inhibitors , Proto-Oncogene Proteins c-rel/antagonists & inhibitors , T-Lymphocytes, Regulatory/immunology , Animals , Disease Models, Animal , Female , Male , Melanoma/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , NF-kappa B/metabolism
2.
Cell ; 171(4): 934-949.e16, 2017 Nov 02.
Article in English | MEDLINE | ID: mdl-29033130

ABSTRACT

The mechanisms by which immune checkpoint blockade modulates tumor evolution during therapy are unclear. We assessed genomic changes in tumors from 68 patients with advanced melanoma, who progressed on ipilimumab or were ipilimumab-naive, before and after nivolumab initiation (CA209-038 study). Tumors were analyzed by whole-exome, transcriptome, and/or T cell receptor (TCR) sequencing. In responding patients, mutation and neoantigen load were reduced from baseline, and analysis of intratumoral heterogeneity during therapy demonstrated differential clonal evolution within tumors and putative selection against neoantigenic mutations on-therapy. Transcriptome analyses before and during nivolumab therapy revealed increases in distinct immune cell subsets, activation of specific transcriptional networks, and upregulation of immune checkpoint genes that were more pronounced in patients with response. Temporal changes in intratumoral TCR repertoire revealed expansion of T cell clones in the setting of neoantigen loss. Comprehensive genomic profiling data in this study provide insight into nivolumab's mechanism of action.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antineoplastic Agents/therapeutic use , Immunotherapy , Melanoma/therapy , Tumor Microenvironment , Genome-Wide Association Study , Humans , Melanoma/genetics , Melanoma/immunology , Nivolumab , Programmed Cell Death 1 Receptor/antagonists & inhibitors , T-Lymphocytes , Transcriptome
3.
Cell ; 162(5): 974-86, 2015 Aug 27.
Article in English | MEDLINE | ID: mdl-26317466

ABSTRACT

We show that DNA methyltransferase inhibitors (DNMTis) upregulate immune signaling in cancer through the viral defense pathway. In ovarian cancer (OC), DNMTis trigger cytosolic sensing of double-stranded RNA (dsRNA) causing a type I interferon response and apoptosis. Knocking down dsRNA sensors TLR3 and MAVS reduces this response 2-fold and blocking interferon beta or its receptor abrogates it. Upregulation of hypermethylated endogenous retrovirus (ERV) genes accompanies the response and ERV overexpression activates the response. Basal levels of ERV and viral defense gene expression significantly correlate in primary OC and the latter signature separates primary samples for multiple tumor types from The Cancer Genome Atlas into low versus high expression groups. In melanoma patients treated with an immune checkpoint therapy, high viral defense signature expression in tumors significantly associates with durable clinical response and DNMTi treatment sensitizes to anti-CTLA4 therapy in a pre-clinical melanoma model.


Subject(s)
DNA Methylation/drug effects , Interferon Type I/immunology , Melanoma/immunology , Melanoma/therapy , Animals , Azacitidine/pharmacology , Cell Line, Tumor , DNA Modification Methylases/antagonists & inhibitors , Endogenous Retroviruses/genetics , Female , Humans , Immunotherapy , Lung Neoplasms/drug therapy , Lung Neoplasms/immunology , Mice , Mice, Inbred C57BL , Ovarian Neoplasms/immunology , Ovarian Neoplasms/therapy , RNA, Double-Stranded/metabolism
6.
J Pathol ; 242(2): 165-177, 2017 06.
Article in English | MEDLINE | ID: mdl-28299801

ABSTRACT

Homologous recombination (HR) DNA repair-deficient (HRD) breast cancers have been shown to be sensitive to DNA repair targeted therapies. Burgeoning evidence suggests that sporadic breast cancers, lacking germline BRCA1/BRCA2 mutations, may also be HRD. We developed a functional ex vivo RAD51-based test to identify HRD primary breast cancers. An integrated approach examining methylation, gene expression, and whole-exome sequencing was employed to ascertain the aetiology of HRD. Functional HRD breast cancers displayed genomic features of lack of competent HR, including large-scale state transitions and specific mutational signatures. Somatic and/or germline genetic alterations resulting in bi-allelic loss-of-function of HR genes underpinned functional HRD in 89% of cases, and were observed in only one of the 15 HR-proficient samples tested. These findings indicate the importance of a comprehensive genetic assessment of bi-allelic alterations in the HR pathway to deliver a precision medicine-based approach to select patients for therapies targeting tumour-specific DNA repair defects. Copyright © 2017 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Subject(s)
BRCA1 Protein/genetics , BRCA2 Protein/genetics , Breast Neoplasms/genetics , DNA Repair-Deficiency Disorders/genetics , Rad51 Recombinase/genetics , Recombinational DNA Repair , Adult , Aged , Aged, 80 and over , Breast Neoplasms/diagnosis , Breast Neoplasms, Male/diagnosis , Breast Neoplasms, Male/genetics , DNA Repair-Deficiency Disorders/diagnosis , Female , Germ-Line Mutation , Homologous Recombination , Humans , Loss of Heterozygosity , Male , Middle Aged , Mutation , Young Adult
7.
N Engl J Med ; 371(23): 2189-2199, 2014 Dec 04.
Article in English | MEDLINE | ID: mdl-25409260

ABSTRACT

BACKGROUND: Immune checkpoint inhibitors are effective cancer treatments, but molecular determinants of clinical benefit are unknown. Ipilimumab and tremelimumab are antibodies against cytotoxic T-lymphocyte antigen 4 (CTLA-4). Anti-CTLA-4 treatment prolongs overall survival in patients with melanoma. CTLA-4 blockade activates T cells and enables them to destroy tumor cells. METHODS: We obtained tumor tissue from patients with melanoma who were treated with ipilimumab or tremelimumab. Whole-exome sequencing was performed on tumors and matched blood samples. Somatic mutations and candidate neoantigens generated from these mutations were characterized. Neoantigen peptides were tested for the ability to activate lymphocytes from ipilimumab-treated patients. RESULTS: Malignant melanoma exomes from 64 patients treated with CTLA-4 blockade were characterized with the use of massively parallel sequencing. A discovery set consisted of 11 patients who derived a long-term clinical benefit and 14 patients who derived a minimal benefit or no benefit. Mutational load was associated with the degree of clinical benefit (P=0.01) but alone was not sufficient to predict benefit. Using genomewide somatic neoepitope analysis and patient-specific HLA typing, we identified candidate tumor neoantigens for each patient. We elucidated a neoantigen landscape that is specifically present in tumors with a strong response to CTLA-4 blockade. We validated this signature in a second set of 39 patients with melanoma who were treated with anti-CTLA-4 antibodies. Predicted neoantigens activated T cells from the patients treated with ipilimumab. CONCLUSIONS: These findings define a genetic basis for benefit from CTLA-4 blockade in melanoma and provide a rationale for examining exomes of patients for whom anti-CTLA-4 agents are being considered. (Funded by the Frederick Adler Fund and others.).


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antineoplastic Agents/therapeutic use , CTLA-4 Antigen/antagonists & inhibitors , Melanoma/genetics , Skin Neoplasms/genetics , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized , CTLA-4 Antigen/immunology , Exome , Female , High-Throughput Nucleotide Sequencing , Histocompatibility Testing , Humans , Ipilimumab , Male , Melanoma/drug therapy , Melanoma/immunology , Melanoma/secondary , Middle Aged , Mutation , Skin Neoplasms/drug therapy , Skin Neoplasms/immunology
8.
Int Immunol ; 28(8): 411-9, 2016 08.
Article in English | MEDLINE | ID: mdl-27048318

ABSTRACT

Immune checkpoint blockade has demonstrated substantial promise for the treatment of several advanced malignancies. These agents activate the immune system to attack tumor cells. For example, agents targeting CTLA4 and programmed cell death 1 (PD-1) have resulted in impressive response rates and, in some cases, durable remissions. Neoantigens are mutations that encode immunologically active proteins that can cause the immune system to recognize the affected cell as foreign. Recent data have made it clear that these mutations are, in large part, the functional targets of immune checkpoint blockade. This review summarizes the key discoveries leading up to this important conclusion and discusses possible applications of neoantigens in cancer therapy.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antigens, Neoplasm/immunology , Autoantigens/immunology , Immunotherapy/methods , Neoplasms/therapy , T-Lymphocytes/immunology , Animals , Antigens, Neoplasm/genetics , Autoantigens/genetics , CTLA-4 Antigen/immunology , Humans , Lymphocyte Activation , Mutation/genetics , Neoplasms/immunology , Patient Selection , Programmed Cell Death 1 Receptor/immunology , Treatment Outcome
9.
Gut ; 64(3): 428-37, 2015 Mar.
Article in English | MEDLINE | ID: mdl-24898815

ABSTRACT

OBJECTIVE: Adherent-invasive Escherichia coli (AIEC) are abnormally predominant on Crohn's disease (CD) ileal mucosa. AIEC strains adhere to enterocytes via interaction between type 1 pili and CEACAM6 receptors abnormally expressed on CD ileal mucosa, leading to gut inflammation. We analysed whether epigenetic mechanisms are involved in the upregulation of CEACAM6 expression in intestinal epithelial cells (IECs). DESIGN: Methylation of CEACAM6 promoter was analysed using bisulfite sequencing and site-specific methylation by SnapShot. pCpGfree reporter system was used to analyse CEACAM6 promoter activity. Transgenic mice expressing human CEACAM6 fed either standard food or a low-methyl diet (LMD) were orally challenged with 10(9) AIEC LF82. After 3 days, gut-associated AIEC and proinflammatory cytokines were quantified. RESULTS: Analysis of CEACAM6 gene promoter revealed potentially methylated dinucleotide CpGs within HIF-1-responsive elements (HREs). Methylation levels of CpG within CEACAM6 promoter were inversely correlated with CEACAM6 expression in IEC expressing various levels of CEACAM6. We show the critical role of HRE methylation and transcription factor HIF-1 in the regulation of CEACAM6 gene in IEC. This was confirmed in transgenic mice expressing human CEACAM6 fed a LMD. LMD-dependent HRE demethylation led to abnormal gut expression of CEACAM6, favouring AIEC colonisation and subsequent inflammation. CONCLUSIONS: HRE hypomethylation in CEACAM6 promoter correlates with high expression in IEC. Our findings suggest that abnormal DNA methylation leading to CEACAM6 increased expression and AIEC-mediated gut inflammation can be related to changes in nutritional habits, such as low intake in methyl donor molecules, leading to abnormal epigenetic marks in mouse model mimicking CD susceptibility.


Subject(s)
Antigens, CD/metabolism , Cell Adhesion Molecules/metabolism , Crohn Disease/etiology , Diet/adverse effects , Escherichia coli Infections/complications , GPI-Linked Proteins/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Animals , Antigens, CD/physiology , Caco-2 Cells , Cell Adhesion Molecules/physiology , Crohn Disease/metabolism , Crohn Disease/microbiology , DNA Methylation , Epigenesis, Genetic , Escherichia coli Infections/metabolism , GPI-Linked Proteins/physiology , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/physiology , Mice , Mice, Transgenic
10.
Tumour Biol ; 35(1): 545-51, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23949880

ABSTRACT

Toll-like receptors (TLRs) are considered as major endotoxin-signaling receptor and as crucial sensors of innate immunity. TLRs recognize pathogen-associated molecular patterns; induce effectors genes involving inflammatory cytokines and therefore initiation of adaptative immune responses against pathogens. Recently, it has been shown that TLRs are involved in tumor progression. In fact, increased level of TLR4 is associated with progression of colon malignancies. Even, TLR4 polymorphism has been shown associated with susceptibility to have colorectal cancer. Our study aimed to investigate an association between TLR4 Asp299Gly (D299G) and Thr399Ile (T399I) polymorphisms in Tunisian patients with colorectal cancer. Using a primer extension method (SNaPshot), we genotyped two variants of TLR4 D299G and T399I in 100 patients with colorectal cancer and 140 healthy controls in Tunisian population. Interesting, we noted a significant association between T399I polymorphism and tumor differentiation (p = 0.027) and tumor architecture (p = 0.02) in colorectal cancer (CRC) patients. We also showed a significant association of D299G with an increased risk of advanced stage (p = 0.03). Finally, we observed a positive link between D299G and T399I polymorphisms and CRC patients with lymph node (p = 0.00024; p = 0.0005, respectively) and metastasis (p = 0.001; p = 0.002, respectively). However, we found no evidence to support a significant association between TLR4 D299G and T399I polymorphisms and colorectal cancer susceptibility. Our findings suggest that TLR4 D299G and T399I polymorphisms are significantly associated with clinical features variables. TLR4 polymorphisms may serve as biomarker of disease progression. Therefore, our results need confirmation in even larger studies.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Polymorphism, Single Nucleotide , Toll-Like Receptor 4/genetics , Adult , Aged , Alleles , Case-Control Studies , Female , Genetic Association Studies , Genotype , Humans , Lymph Nodes/pathology , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Staging , Tunisia
11.
J Transl Med ; 11: 279, 2013 Nov 04.
Article in English | MEDLINE | ID: mdl-24188633

ABSTRACT

BACKGROUND: Steadily high melanoma mortality rates urge for the availability of novel biomarkers with a more personalized ability to predict melanoma clinical outcomes. Germline risk variants are promising candidates for this purpose; however, their prognostic potential in melanoma has never been systematically tested. METHODS: We examined the effect of 108 melanoma susceptibility single nucleotide polymorphisms (SNPs), associated in recent GWAS with melanoma and melanoma-related phenotypes, on recurrence-free survival (RFS) and overall survival (OS), in 891 prospectively accrued melanoma patients. Cox proportional hazards models (Cox PH) were used to test the associations between 108 melanoma risk SNPs and RFS and OS adjusted by age at diagnosis, gender, tumor stage, histological subtype and other primary tumor characteristics. RESULTS: We identified significant associations for rs7538876 (RCC2) with RFS (HR=1.48, 95% CI=1.20-1.83, p=0.0005) and rs9960018 (DLGAP1) with both RFS and OS (HR=1.43, 95% CI=1.07-1.91, p=0.01, HR=1.52, 95% CI=1.09-2.12, p=0.01, respectively) using multivariable Cox PH models. In addition, we developed a logistic regression model that incorporates rs7538876, rs9960018, primary tumor histological type and stage at diagnosis that has an improved discriminatory ability to classify 3-year recurrence (AUC=82%) compared to histological type and stage alone (AUC=78%). CONCLUSIONS: We identified associations between melanoma risk variants and melanoma outcomes. The significant associations observed for rs7538876 and rs9960018 suggest a biological implication of these loci in melanoma progression. The observed predictive patterns of associated variants with clinical end-points suggest for the first time the potential for utilization of genetic risk markers in melanoma prognostication.


Subject(s)
Genetic Predisposition to Disease , Melanoma/genetics , Neoplasm Recurrence, Local , Quantitative Trait Loci , Female , Genome-Wide Association Study , Humans , Male , Polymorphism, Single Nucleotide , Proportional Hazards Models , Survival Analysis
12.
Neoplasia ; 28: 100790, 2022 06.
Article in English | MEDLINE | ID: mdl-35398668

ABSTRACT

Mutations in IDH1 and IDH2 drive the development of gliomas. These genetic alterations promote tumor cell renewal, disrupt differentiation states, and induce stem-like properties. Understanding how this phenotypic reprogramming occurs remains an area of high interest in glioma research. Previously, we showed that IDH mutation results in the development of a CD24-positive cell population in gliomas. Here, we demonstrate that this CD24-positive population possesses striking stem-like properties at the molecular and phenotypic levels. We found that CD24 expression is associated with stem-like features in IDH-mutant tumors, a patient-derived gliomasphere model, and a neural stem cell model of IDH1-mutant glioma. In orthotopic models, CD24-positive cells display enhanced tumor initiating potency compared to CD24-negative cells. Furthermore, CD24 knockdown results in changes in cell viability, proliferation rate, and gene expression that closely resemble a CD24-negative phenotype. Our data demonstrate that induction of a CD24-positive population is one mechanism by which IDH-mutant tumors acquire stem-like properties. These findings have significant implications for our understanding of the molecular underpinnings of IDH-mutant gliomas.


Subject(s)
Brain Neoplasms , Glioma , Isocitrate Dehydrogenase , Neoplastic Stem Cells , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , CD24 Antigen/genetics , CD24 Antigen/metabolism , Glioma/genetics , Glioma/metabolism , Glioma/pathology , Humans , Isocitrate Dehydrogenase/genetics , Isocitrate Dehydrogenase/metabolism , Mutation , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Phenotype
13.
Breast Cancer Res ; 13(6): R119, 2011.
Article in English | MEDLINE | ID: mdl-22114986

ABSTRACT

BACKGROUND: Mutations in the BRCA1 and BRCA2 genes are responsible for only a part of hereditary breast cancer (HBC). The origins of "non-BRCA" HBC in families may be attributed in part to rare mutations in genes conferring moderate risk, such as CHEK2, which encodes for an upstream regulator of BRCA1. Previous studies have demonstrated an association between CHEK2 founder mutations and non-BRCA HBC. However, very few data on the entire coding sequence of this gene are available. METHODS: We investigated the contribution of CHEK2 mutations to non-BRCA HBC by direct sequencing of its whole coding sequence in 507 non-BRCA HBC cases and 513 controls. RESULTS: We observed 16 mutations in cases and 4 in controls, including 9 missense variants of uncertain consequence. Using both in silico tools and an in vitro kinase activity test, the majority of the variants were found likely to be deleterious for protein function. One variant present in both cases and controls was proposed to be neutral. Removing this variant from the pool of potentially deleterious variants gave a mutation frequency of 1.48% for cases and 0.29% for controls (P = 0.0040). The odds ratio of breast cancer in the presence of a deleterious CHEK2 mutation was 5.18. CONCLUSIONS: Our work indicates that a variety of deleterious CHEK2 alleles make an appreciable contribution to breast cancer susceptibility, and their identification could help in the clinical management of patients carrying a CHEK2 mutation.


Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease , Protein Serine-Threonine Kinases/genetics , Breast Neoplasms/enzymology , Checkpoint Kinase 2 , Computational Biology/methods , Enzyme Activation/genetics , Exons , Family , Female , Humans , Mutation , Protein Serine-Threonine Kinases/metabolism
14.
J Exp Med ; 216(10): 2362-2377, 2019 10 07.
Article in English | MEDLINE | ID: mdl-31371381

ABSTRACT

Despite significant efforts to improve therapies for acute myeloid leukemia (AML), clinical outcomes remain poor. Understanding the mechanisms that regulate the development and maintenance of leukemic stem cells (LSCs) is important to reveal new therapeutic opportunities. We have identified CD97, a member of the adhesion class of G protein-coupled receptors (GPCRs), as a frequently up-regulated antigen on AML blasts that is a critical regulator of blast function. High levels of CD97 correlate with poor prognosis, and silencing of CD97 reduces disease aggressiveness in vivo. These phenotypes are due to CD97's ability to promote proliferation, survival, and the maintenance of the undifferentiated state in leukemic blasts. Collectively, our data credential CD97 as a promising therapeutic target on LSCs in AML.


Subject(s)
Antigens, CD/biosynthesis , Blast Crisis/metabolism , Gene Expression Regulation, Leukemic , Leukemia, Myeloid, Acute/metabolism , Neoplasm Proteins/biosynthesis , Neoplastic Stem Cells/metabolism , Receptors, G-Protein-Coupled/biosynthesis , Up-Regulation , Animals , Antigens, CD/genetics , Blast Crisis/genetics , Blast Crisis/pathology , Cell Proliferation , Cell Survival , Female , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Male , Mice , Mice, Knockout , Neoplasm Proteins/genetics , Neoplastic Stem Cells/pathology , Receptors, G-Protein-Coupled/genetics
15.
J Natl Cancer Inst ; 110(12): 1386-1392, 2018 12 01.
Article in English | MEDLINE | ID: mdl-29659925

ABSTRACT

Background: Tobacco smoking creates DNA damage, inducing mutations and potentially altering the tumor immune microenvironment. These types of genetic and immune microenvironment alterations are critical factors known to affect tumor response to immunotherapy. Here we analyze the association between the mutational signature of tobacco smoking, tumor mutational load, and metrics of immune activity in squamous cell carcinomas arising in the head and neck and lung. Methods: Using RNA and DNA sequencing data from The Cancer Genome Atlas head and neck (HNSC; n = 287) and lung (LUSC; n = 130) squamous cell carcinoma data sets and two independent gene expression data sets (HNSC, n = 136; LUSC, n = 75), we examined associations between the mutational smoking signature, mutation count, immune cell infiltration, cytolytic activity, and interferon-γ signaling. Results: An increasing mutational smoking signature was associated with statistically significantly increased overall mutational load in both HNSC (ρ = .33, P = 1.01 × 10-7) and LUSC (ρ = .49, P = 2.80 × 10-9). In HNSC, a higher mutational smoking signature was associated with lower levels of immune infiltration (ρ = -.37, P = 1.29 × 10-10), cytolytic activity (ρ = -.28, P = 4.07 × 10-6), and interferon-γ pathway signaling (ρ = .39, P = 3.20 × 10-11). In LUSC, these associations were reversed (ρ = .19, P = .03; ρ = .20, P = .02; and ρ = .18, P = .047, respectively). Differentially expressed genes between smoking-high and smoking-low tumors revealed broad tobacco-induced immunosuppression in HNSC, in contrast to a tumor-inflamed microenvironment in smokers with LUSC. Conclusions: In squamous cell carcinomas, the genetic smoking signature is associated with higher mutational load, but variable effects on tumor immunity can occur, depending on anatomic site. In HNSC, smoking is predominantly immunosuppressive; in LUSC, more pro-inflammatory. Both tumor mutation load and immune microenvironment affect clinical response to immunotherapy. Thus, the mutational smoking signature is likely to have relevance for immunotherapeutic investigation in smoking-associated cancers.


Subject(s)
Carcinoma, Squamous Cell/etiology , Carcinoma, Squamous Cell/pathology , Tobacco Smoking/adverse effects , Tumor Microenvironment/immunology , Carcinoma, Squamous Cell/mortality , Computational Biology/methods , Databases, Genetic , Disease Susceptibility , Gene Expression Profiling , Humans , Mutation , Prognosis , Tumor Microenvironment/genetics
16.
Cell Rep ; 20(7): 1623-1640, 2017 08 15.
Article in English | MEDLINE | ID: mdl-28813674

ABSTRACT

At the root of most fatal malignancies are aberrantly activated transcriptional networks that drive metastatic dissemination. Although individual metastasis-associated genes have been described, the complex regulatory networks presiding over the initiation and maintenance of metastatic tumors are still poorly understood. There is untapped value in identifying therapeutic targets that broadly govern coordinated transcriptional modules dictating metastatic progression. Here, we reverse engineered and interrogated a breast cancer-specific transcriptional interaction network (interactome) to define transcriptional control structures causally responsible for regulating genetic programs underlying breast cancer metastasis in individual patients. Our analyses confirmed established pro-metastatic transcription factors, and they uncovered TRIM25 as a key regulator of metastasis-related transcriptional programs. Further, in vivo analyses established TRIM25 as a potent regulator of metastatic disease and poor survival outcome. Our findings suggest that identifying and targeting keystone proteins, like TRIM25, can effectively collapse transcriptional hierarchies necessary for metastasis formation, thus representing an innovative cancer intervention strategy.


Subject(s)
Breast Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Lung Neoplasms/genetics , Neoplasm Proteins/genetics , Transcription Factors/genetics , Tripartite Motif Proteins/genetics , Ubiquitin-Protein Ligases/genetics , Animals , Breast Neoplasms/metabolism , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Female , Gene Regulatory Networks , Genes, Reporter , Heterografts , Humans , Luciferases/genetics , Luciferases/metabolism , Lung Neoplasms/metabolism , Lung Neoplasms/mortality , Lung Neoplasms/secondary , Mice , Mice, Nude , Neoplasm Proteins/metabolism , Receptors, Estrogen/genetics , Receptors, Estrogen/metabolism , Signal Transduction , Survival Analysis , Systems Biology , Transcription Factors/metabolism , Tripartite Motif Proteins/metabolism , Ubiquitin-Protein Ligases/metabolism
17.
Nat Commun ; 8(1): 1197, 2017 10 30.
Article in English | MEDLINE | ID: mdl-29084941

ABSTRACT

Myoepithelial carcinoma (MECA) is an aggressive salivary gland cancer with largely unknown genetic features. Here we comprehensively analyze molecular alterations in 40 MECAs using integrated genomic analyses. We identify a low mutational load, and high prevalence (70%) of oncogenic gene fusions. Most fusions involve the PLAG1 oncogene, which is associated with PLAG1 overexpression. We find FGFR1-PLAG1 in seven (18%) cases, and the novel TGFBR3-PLAG1 fusion in six (15%) cases. TGFBR3-PLAG1 promotes a tumorigenic phenotype in vitro, and is absent in 723 other salivary gland tumors. Other novel PLAG1 fusions include ND4-PLAG1; a fusion between mitochondrial and nuclear DNA. We also identify higher number of copy number alterations as a risk factor for recurrence, independent of tumor stage at diagnosis. Our findings indicate that MECA is a fusion-driven disease, nominate TGFBR3-PLAG1 as a hallmark of MECA, and provide a framework for future diagnostic and therapeutic research in this lethal cancer.


Subject(s)
Genomics/methods , Myoepithelioma/genetics , Oncogene Fusion/genetics , Oncogene Proteins, Fusion/genetics , Salivary Gland Neoplasms/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Cell Line, Tumor , DNA-Binding Proteins/genetics , Female , HEK293 Cells , Humans , In Situ Hybridization, Fluorescence , Male , Middle Aged , Mutation , Receptor, Fibroblast Growth Factor, Type 1/genetics , Sequence Analysis, DNA/methods , Young Adult
18.
Clin Cancer Res ; 22(4): 807-12, 2016 Feb 15.
Article in English | MEDLINE | ID: mdl-26515495

ABSTRACT

Recent advances in immune checkpoint blockade therapy have revolutionized the treatment of cancer. Tumor-specific antigens that are generated by somatic mutation, neoantigens, can influence patient response to immunotherapy and contribute to tumor shrinkage. Recent evidence demonstrating the success of checkpoint blockade immunotherapy in boosting T-cell reactivity against patient-specific neoantigens constitutes a strong rationale for the development of personalized vaccines against these nonself peptides. With the decreasing cost of next-generation sequencing, peptide manufacturing, and improvement of in silico prediction of peptide immunogenicity, it is increasingly important to evaluate the potential use of neoantigens in both diagnosis and treatment. Specifically, these neoantigens could be useful both as predictors of immune checkpoint blockade therapy response and/or incorporated in therapeutic vaccination strategies.


Subject(s)
Antigens, Neoplasm/immunology , Immunotherapy , Neoplasms/therapy , Animals , Cancer Vaccines/therapeutic use , Humans , Neoplasms/immunology , Vaccination , Vaccines, Subunit/therapeutic use
19.
Nat Genet ; 48(11): 1327-1329, 2016 11.
Article in English | MEDLINE | ID: mdl-27668655

ABSTRACT

Immune checkpoint blockade has shown significant promise as an anticancer treatment, yet the determinants of response are not completely understood. Here we show that somatic mutations in SERPINB3 and SERPINB4 are associated with survival after anti-CTLA4 immunotherapy in two independent cohorts of patients with melanoma (n = 174). Interestingly, serpins are homologs of the well-known ovalbumin antigen and are associated with autoimmunity. Our findings have implications for the personalization of immunotherapy.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antigens, Neoplasm/genetics , Melanoma/genetics , Melanoma/therapy , Mutation , Serpins/genetics , Cohort Studies , Humans , Ipilimumab , Survival Analysis
20.
Oncotarget ; 7(9): 10051-63, 2016 Mar 01.
Article in English | MEDLINE | ID: mdl-26840267

ABSTRACT

As tumors accumulate genetic alterations, an evolutionary process occurs in which genetically distinct subclonal populations of cells co-exist, resulting in intratumor genetic heterogeneity (ITH). The clinical implications of ITH remain poorly defined. Data are limited with respect to whether ITH is an independent determinant of patient survival outcomes, across different cancer types. Here, we report the results of a pan-cancer analysis of over 3300 tumors, showing a varied landscape of ITH across 9 cancer types. While some gene mutations are subclonal, the majority of driver gene mutations are clonal events, present in nearly all cancer cells. Strikingly, high levels of ITH are associated with poorer survival across diverse types of cancer. The adverse impact of high ITH is independent of other clinical, pathologic and molecular factors. High ITH tends to be associated with lower levels of tumor-infiltrating immune cells, but this association is not able to explain the observed survival differences. Together, these data show that ITH is a prognostic marker in multiple cancers. These results illuminate the natural history of cancer evolution, indicating that tumor heterogeneity represents a significant obstacle to cancer control.


Subject(s)
Genetic Heterogeneity , Genetic Predisposition to Disease/genetics , Mutation , Neoplasms/genetics , Clone Cells/metabolism , Clone Cells/pathology , Humans , Multivariate Analysis , Neoplasms/classification , Neoplasms/pathology , Polymorphism, Single Nucleotide , Prognosis , Survival Analysis
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