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1.
Cell ; 171(3): 540-556.e25, 2017 Oct 19.
Article in English | MEDLINE | ID: mdl-28988769

ABSTRACT

We report a comprehensive analysis of 412 muscle-invasive bladder cancers characterized by multiple TCGA analytical platforms. Fifty-eight genes were significantly mutated, and the overall mutational load was associated with APOBEC-signature mutagenesis. Clustering by mutation signature identified a high-mutation subset with 75% 5-year survival. mRNA expression clustering refined prior clustering analyses and identified a poor-survival "neuronal" subtype in which the majority of tumors lacked small cell or neuroendocrine histology. Clustering by mRNA, long non-coding RNA (lncRNA), and miRNA expression converged to identify subsets with differential epithelial-mesenchymal transition status, carcinoma in situ scores, histologic features, and survival. Our analyses identified 5 expression subtypes that may stratify response to different treatments.


Subject(s)
Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Aged , Cluster Analysis , DNA Methylation , Humans , MicroRNAs/genetics , Middle Aged , Muscle, Smooth/pathology , RNA, Long Noncoding/genetics , Survival Analysis , Urinary Bladder/pathology , Urinary Bladder Neoplasms/epidemiology , Urinary Bladder Neoplasms/therapy
3.
Blood ; 133(12): 1313-1324, 2019 03 21.
Article in English | MEDLINE | ID: mdl-30617194

ABSTRACT

Although generally curable with intensive chemotherapy in resource-rich settings, Burkitt lymphoma (BL) remains a deadly disease in older patients and in sub-Saharan Africa. Epstein-Barr virus (EBV) positivity is a feature in more than 90% of cases in malaria-endemic regions, and up to 30% elsewhere. However, the molecular features of BL have not been comprehensively evaluated when taking into account tumor EBV status or geographic origin. Through an integrative analysis of whole-genome and transcriptome data, we show a striking genome-wide increase in aberrant somatic hypermutation in EBV-positive tumors, supporting a link between EBV and activation-induced cytidine deaminase (AICDA) activity. In addition to identifying novel candidate BL genes such as SIN3A, USP7, and CHD8, we demonstrate that EBV-positive tumors had significantly fewer driver mutations, especially among genes with roles in apoptosis. We also found immunoglobulin variable region genes that were disproportionally used to encode clonal B-cell receptors (BCRs) in the tumors. These include IGHV4-34, known to produce autoreactive antibodies, and IGKV3-20, a feature described in other B-cell malignancies but not yet in BL. Our results suggest that tumor EBV status defines a specific BL phenotype irrespective of geographic origin, with particular molecular properties and distinct pathogenic mechanisms. The novel mutation patterns identified here imply rational use of DNA-damaging chemotherapy in some patients with BL and targeted agents such as the CDK4/6 inhibitor palbociclib in others, whereas the importance of BCR signaling in BL strengthens the potential benefit of inhibitors for PI3K, Syk, and Src family kinases among these patients.


Subject(s)
Biomarkers, Tumor/genetics , Burkitt Lymphoma/genetics , Epstein-Barr Virus Infections/complications , Genes, Immunoglobulin , Genome, Human , Mutation , Transcriptome , Adolescent , Adult , Burkitt Lymphoma/pathology , Burkitt Lymphoma/virology , Child , Child, Preschool , Cohort Studies , Cytidine Deaminase/genetics , Epstein-Barr Virus Infections/genetics , Epstein-Barr Virus Infections/virology , Female , Follow-Up Studies , Herpesvirus 4, Human/isolation & purification , Humans , Infant , Infant, Newborn , Male , Phenotype , Prognosis , Young Adult
4.
Cell Rep ; 23(11): 3392-3406, 2018 06 12.
Article in English | MEDLINE | ID: mdl-29898407

ABSTRACT

We studied 137 primary testicular germ cell tumors (TGCTs) using high-dimensional assays of genomic, epigenomic, transcriptomic, and proteomic features. These tumors exhibited high aneuploidy and a paucity of somatic mutations. Somatic mutation of only three genes achieved significance-KIT, KRAS, and NRAS-exclusively in samples with seminoma components. Integrated analyses identified distinct molecular patterns that characterized the major recognized histologic subtypes of TGCT: seminoma, embryonal carcinoma, yolk sac tumor, and teratoma. Striking differences in global DNA methylation and microRNA expression between histology subtypes highlight a likely role of epigenomic processes in determining histologic fates in TGCTs. We also identified a subset of pure seminomas defined by KIT mutations, increased immune infiltration, globally demethylated DNA, and decreased KRAS copy number. We report potential biomarkers for risk stratification, such as miRNA specifically expressed in teratoma, and others with molecular diagnostic potential, such as CpH (CpA/CpC/CpT) methylation identifying embryonal carcinomas.


Subject(s)
Neoplasms, Germ Cell and Embryonal/pathology , Testicular Neoplasms/pathology , DNA Copy Number Variations , DNA Methylation , Gene Expression Regulation, Neoplastic , Humans , Male , MicroRNAs/metabolism , Neoplasms, Germ Cell and Embryonal/classification , Neoplasms, Germ Cell and Embryonal/metabolism , Proto-Oncogene Proteins c-kit/genetics , Proto-Oncogene Proteins c-kit/metabolism , Seminoma/metabolism , Seminoma/pathology , Testicular Neoplasms/classification , Testicular Neoplasms/metabolism , ras Proteins/genetics , ras Proteins/metabolism
5.
Cancer Cell ; 31(2): 181-193, 2017 02 13.
Article in English | MEDLINE | ID: mdl-28162975

ABSTRACT

We report a comprehensive molecular characterization of pheochromocytomas and paragangliomas (PCCs/PGLs), a rare tumor type. Multi-platform integration revealed that PCCs/PGLs are driven by diverse alterations affecting multiple genes and pathways. Pathogenic germline mutations occurred in eight PCC/PGL susceptibility genes. We identified CSDE1 as a somatically mutated driver gene, complementing four known drivers (HRAS, RET, EPAS1, and NF1). We also discovered fusion genes in PCCs/PGLs, involving MAML3, BRAF, NGFR, and NF1. Integrated analysis classified PCCs/PGLs into four molecularly defined groups: a kinase signaling subtype, a pseudohypoxia subtype, a Wnt-altered subtype, driven by MAML3 and CSDE1, and a cortical admixture subtype. Correlates of metastatic PCCs/PGLs included the MAML3 fusion gene. This integrated molecular characterization provides a comprehensive foundation for developing PCC/PGL precision medicine.


Subject(s)
Paraganglioma/genetics , Pheochromocytoma/genetics , Adult , Aged , Aged, 80 and over , DNA-Binding Proteins/genetics , Female , Gene Fusion , Humans , Male , Middle Aged , Mutation , Nuclear Proteins/genetics , Paraganglioma/etiology , Pheochromocytoma/etiology , Pol1 Transcription Initiation Complex Proteins/genetics , Proto-Oncogene Proteins c-ret/genetics , RNA-Binding Proteins/genetics , Trans-Activators , Transcription Factors/genetics
6.
Clin Cancer Res ; 23(11): 2891-2904, 2017 06 01.
Article in English | MEDLINE | ID: mdl-27903673

ABSTRACT

Purpose: The oncogenic miR-155 is upregulated in many human cancers, and its expression is increased in more aggressive and therapy-resistant tumors, but the molecular mechanisms underlying miR-155-induced therapy resistance are not fully understood. The main objectives of this study were to determine the role of miR-155 in resistance to chemotherapy and to evaluate anti-miR-155 treatment to chemosensitize tumors.Experimental Design: We performed in vitro studies on cell lines to investigate the role of miR-155 in therapy resistance. To assess the effects of miR-155 inhibition on chemoresistance, we used an in vivo orthotopic lung cancer model of athymic nude mice, which we treated with anti-miR-155 alone or in combination with chemotherapy. To analyze the association of miR-155 expression and the combination of miR-155 and TP53 expression with cancer survival, we studied 956 patients with lung cancer, chronic lymphocytic leukemia, and acute lymphoblastic leukemia.Results: We demonstrate that miR-155 induces resistance to multiple chemotherapeutic agents in vitro, and that downregulation of miR-155 successfully resensitizes tumors to chemotherapy in vivo We show that anti-miR-155-DOPC can be considered non-toxic in vivo We further demonstrate that miR-155 and TP53 are linked in a negative feedback mechanism and that a combination of high expression of miR-155 and low expression of TP53 is significantly associated with shorter survival in lung cancer.Conclusions: Our findings support the existence of an miR-155/TP53 feedback loop, which is involved in resistance to chemotherapy and which can be specifically targeted to overcome drug resistance, an important cause of cancer-related death. Clin Cancer Res; 23(11); 2891-904. ©2016 AACR.


Subject(s)
Antagomirs/administration & dosage , Drug Resistance, Neoplasm/genetics , Lung Neoplasms/drug therapy , MicroRNAs/genetics , Animals , Cell Line, Tumor , Cisplatin/administration & dosage , Gene Expression Regulation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/genetics , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Mice , MicroRNAs/antagonists & inhibitors , Tumor Suppressor Protein p53/genetics
7.
Cancer Cell ; 32(2): 204-220.e15, 2017 08 14.
Article in English | MEDLINE | ID: mdl-28810145

ABSTRACT

Comprehensive multiplatform analysis of 80 uveal melanomas (UM) identifies four molecularly distinct, clinically relevant subtypes: two associated with poor-prognosis monosomy 3 (M3) and two with better-prognosis disomy 3 (D3). We show that BAP1 loss follows M3 occurrence and correlates with a global DNA methylation state that is distinct from D3-UM. Poor-prognosis M3-UM divide into subsets with divergent genomic aberrations, transcriptional features, and clinical outcomes. We report change-of-function SRSF2 mutations. Within D3-UM, EIF1AX- and SRSF2/SF3B1-mutant tumors have distinct somatic copy number alterations and DNA methylation profiles, providing insight into the biology of these low- versus intermediate-risk clinical mutation subtypes.


Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation , Gene Expression Regulation, Neoplastic , Melanoma/genetics , Mutation , Uveal Neoplasms/genetics , DNA Copy Number Variations , Eukaryotic Initiation Factor-1/genetics , Humans , Melanoma/classification , Monosomy , Phosphoproteins/genetics , Prognosis , RNA Splicing Factors/genetics , Serine-Arginine Splicing Factors/genetics , Tumor Suppressor Proteins/genetics , Ubiquitin Thiolesterase/genetics , Uveal Neoplasms/classification
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