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1.
Genome Biol ; 15(8): 426, 2014 Aug 26.
Article in English | MEDLINE | ID: mdl-25155515

ABSTRACT

BACKGROUND: Genomic analyses of hundreds of prostate tumors have defined a diverse landscape of mutations and genome rearrangements, but the transcriptomic effect of this complexity is less well understood, particularly at the individual tumor level. We selected a cohort of 25 high-risk prostate tumors, representing the lethal phenotype, and applied deep RNA-sequencing and matched whole genome sequencing, followed by detailed molecular characterization. RESULTS: Ten tumors were exposed to neo-adjuvant hormone therapy and expressed marked evidence of therapy response in all except one extreme case, which demonstrated early resistance via apparent neuroendocrine transdifferentiation. We observe high inter-tumor heterogeneity, including unique sets of outlier transcripts in each tumor. Interestingly, outlier expression converged on druggable cellular pathways associated with cell cycle progression, translational control or immune regulation, suggesting distinct contemporary pathway affinity and a mechanism of tumor stratification. We characterize hundreds of novel fusion transcripts, including a high frequency of ETS fusions associated with complex genome rearrangements and the disruption of tumor suppressors. Remarkably, several tumors express unique but potentially-oncogenic non-ETS fusions, which may contribute to the phenotype of individual tumors, and have significance for disease progression. Finally, one ETS-negative tumor has a striking tandem duplication genotype which appears to be highly aggressive and present at low recurrence in ETS-negative prostate cancer, suggestive of a novel molecular subtype. CONCLUSIONS: The multitude of rare genomic and transcriptomic events detected in a high-risk tumor cohort offer novel opportunities for personalized oncology and their convergence on key pathways and functions has broad implications for precision medicine.


Subject(s)
Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Genetic Heterogeneity , Oncogene Proteins, Fusion/genetics , Prostatic Neoplasms/genetics , Antineoplastic Agents, Hormonal/therapeutic use , Chemotherapy, Adjuvant/methods , Drug Resistance, Neoplasm , Gene Expression Regulation, Neoplastic/drug effects , Genetic Variation , High-Throughput Nucleotide Sequencing , Humans , Male , Phenotype , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/pathology , Proto-Oncogene Proteins c-ets/genetics , Sequence Analysis, RNA
2.
Asian J Androl ; 16(4): 515-21, 2014.
Article in English | MEDLINE | ID: mdl-24830689

ABSTRACT

Alternative splicing (AS) is a crucial step in gene expression. It is subject to intricate regulation, and its deregulation in cancer can lead to a wide array of neoplastic phenotypes. A large body of evidence implicates splice isoforms in most if not all hallmarks of cancer, including growth, apoptosis, invasion and metastasis, angiogenesis, and metabolism. AS has important clinical implications since it can be manipulated therapeutically to treat cancer and represents a mechanism of resistance to therapy. In prostate cancer (PCa) AS also plays a prominent role and this review will summarize the current knowledge of alternatively spliced genes with important functional consequences. We will highlight accumulating evidence on AS of the components of the two critical pathways in PCa: androgen receptor (AR) and phosphoinositide 3-kinase (PI3K). These observations together with data on dysregulation of splice factors in PCa suggest that AR and PI3K pathways may be interconnected with previously unappreciated splicing regulatory networks. In addition, we will discuss several lines of evidence implicating splicing regulation in the development of the castration resistance.


Subject(s)
Phosphatidylinositol 3-Kinases/genetics , Prostatic Neoplasms/genetics , RNA Splicing/physiology , RNA, Messenger/genetics , Receptors, Androgen/genetics , Alternative Splicing , Humans , Male , Phosphatidylinositol 3-Kinases/metabolism , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , RNA, Messenger/metabolism , Receptors, Androgen/metabolism
3.
Genes Chromosomes Cancer ; 51(12): 1144-53, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22927308

ABSTRACT

Complex genome rearrangements are frequently observed in cancer but their impact on tumor molecular biology is largely unknown. Recent studies have identified a new phenomenon involving the simultaneous generation of tens to hundreds of genomic rearrangements, called chromothripsis. To understand the molecular consequences of these events, we sequenced the genomes and transcriptomes of two prostate tumors exhibiting evidence of chromothripsis. We identified several complex fusion transcripts, each containing sequence from three different genes, originating from different parts of the genome. One such poly-gene fusion transcript appeared to be expressed from a chain of small genomic fragments. Furthermore, we detected poly-gene fusion transcripts in the prostate cancer cell line LNCaP, suggesting they may represent a common phenomenon. Finally in one tumor with chromothripsis, we identified multiple mutations in the p53 signaling pathway, expanding on recent work associating aberrant DNA damage response mechanisms with chromothripsis. Overall, our data show that chromothripsis can manifest as massively rearranged transcriptomes. The implication that multigenic changes can give rise to poly-gene fusion transcripts is potentially of great significance to cancer genetics.


Subject(s)
Prostatic Neoplasms/genetics , Cell Line, Tumor , Chromosome Aberrations , Gene Fusion , Humans , Male , Mutation , Prostatic Neoplasms/pathology
4.
J Pathol ; 227(3): 286-97, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22553170

ABSTRACT

The current paradigm of cancer care relies on predictive nomograms which integrate detailed histopathology with clinical data. However, when predictions fail, the consequences for patients are often catastrophic, especially in prostate cancer where nomograms influence the decision to therapeutically intervene. We hypothesized that the high dimensional data afforded by massively parallel sequencing (MPS) is not only capable of providing biological insights, but may aid molecular pathology of prostate tumours. We assembled a cohort of six patients with high-risk disease, and performed deep RNA and shallow DNA sequencing in primary tumours and matched metastases where available. Our analysis identified copy number abnormalities, accurately profiled gene expression levels, and detected both differential splicing and expressed fusion genes. We revealed occult and potentially dormant metastases, unambiguously supporting the patients' clinical history, and implicated the REST transcriptional complex in the development of neuroendocrine prostate cancer, validating this finding in a large independent cohort. We massively expand on the number of novel fusion genes described in prostate cancer; provide fresh evidence for the growing link between fusion gene aetiology and gene expression profiles; and show the utility of fusion genes for molecular pathology. Finally, we identified chromothripsis in a patient with chronic prostatitis. Our results provide a strong foundation for further development of MPS-based molecular pathology.


Subject(s)
Adenocarcinoma/genetics , Biomarkers, Tumor/genetics , Cell Transformation, Neoplastic/genetics , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Neoplasms, Hormone-Dependent/genetics , Neuroendocrine Cells/metabolism , Oligonucleotide Array Sequence Analysis , Prostatic Neoplasms/genetics , Adenocarcinoma/metabolism , Adenocarcinoma/secondary , Adenocarcinoma/therapy , Aged , Alternative Splicing , Biomarkers, Tumor/blood , British Columbia , Cell Line, Tumor , Cell Transformation, Neoplastic/metabolism , Cell Transformation, Neoplastic/pathology , Cluster Analysis , Decision Support Techniques , Gene Dosage , Gene Fusion , Genetic Predisposition to Disease , Humans , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Grading , Neoplasms, Hormone-Dependent/metabolism , Neoplasms, Hormone-Dependent/pathology , Neoplasms, Hormone-Dependent/therapy , Neuroendocrine Cells/pathology , Nomograms , Patient Selection , Phenotype , Precision Medicine , Prognosis , Prostate-Specific Antigen/blood , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , RNA Interference , Transfection
5.
J Pathol ; 227(1): 53-61, 2012 May.
Article in English | MEDLINE | ID: mdl-22294438

ABSTRACT

Next-generation sequencing is making sequence-based molecular pathology and personalized oncology viable. We selected an individual initially diagnosed with conventional but aggressive prostate adenocarcinoma and sequenced the genome and transcriptome from primary and metastatic tissues collected prior to hormone therapy. The histology-pathology and copy number profiles were remarkably homogeneous, yet it was possible to propose the quadrant of the prostate tumour that likely seeded the metastatic diaspora. Despite a homogeneous cell type, our transcriptome analysis revealed signatures of both luminal and neuroendocrine cell types. Remarkably, the repertoire of expressed but apparently private gene fusions, including C15orf21:MYC, recapitulated this biology. We hypothesize that the amplification and over-expression of the stem cell gene MSI2 may have contributed to the stable hybrid cellular identity. This hybrid luminal-neuroendocrine tumour appears to represent a novel and highly aggressive case of prostate cancer with unique biological features and, conceivably, a propensity for rapid progression to castrate-resistance. Overall, this work highlights the importance of integrated analyses of genome, exome and transcriptome sequences for basic tumour biology, sequence-based molecular pathology and personalized oncology.


Subject(s)
Adenocarcinoma/genetics , Gene Expression Regulation, Neoplastic , Genomics , Prostatic Neoplasms/genetics , Adenocarcinoma/secondary , Adenocarcinoma/therapy , Combined Modality Therapy , DNA, Neoplasm/analysis , Gene Amplification , Gene Dosage , Gene Expression Profiling , Gene Fusion , Humans , Male , Middle Aged , Neuroendocrine Cells/metabolism , Neuroendocrine Cells/pathology , Prognosis , Prostatectomy , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Sequence Analysis, DNA , Sequence Analysis, RNA
6.
Mol Cancer Ther ; 11(3): 775-83, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22252602

ABSTRACT

Castrate-resistant prostate cancer (CRPC) and neuroendocrine carcinoma of the prostate are invariably fatal diseases for which only palliative therapies exist. As part of a prostate tumor sequencing program, a patient tumor was analyzed using Illumina genome sequencing and a matched renal capsule tumor xenograft was generated. Both tumor and xenograft had a homozygous 9p21 deletion spanning the MTAP, CDKN2, and ARF genes. It is rare for this deletion to occur in primary prostate tumors, yet approximately 10% express decreased levels of methylthioadenosine phosphorylase (MTAP) mRNA. Decreased MTAP expression is a prognosticator for poor outcome. Moreover, it seems that this deletion is more common in CRPC than in primary prostate cancer. We show for the first time that treatment with methylthioadenosine and high dose 6-thioguanine causes marked inhibition of a patient-derived neuroendocrine xenograft growth while protecting the host from 6-thioguanine toxicity. This therapeutic approach can be applied to other MTAP-deficient human cancers as deletion or hypermethylation of the MTAP gene occurs in a broad spectrum of tumors at high frequency. The combination of genome sequencing and patient-derived xenografts can identify candidate therapeutic agents and evaluate them for personalized oncology.


Subject(s)
Chromosome Deletion , Chromosomes, Human, Pair 9/genetics , Prostatic Neoplasms/genetics , Purine-Nucleoside Phosphorylase/genetics , Sequence Analysis, DNA/methods , Aged , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cyclin-Dependent Kinase Inhibitor p16/genetics , Deoxyadenosines/administration & dosage , Humans , Male , Mice , Mice, Inbred NOD , Mice, SCID , Neuroendocrine Tumors/drug therapy , Neuroendocrine Tumors/genetics , Neuroendocrine Tumors/secondary , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , Purine-Nucleoside Phosphorylase/deficiency , Thioguanine/administration & dosage , Thionucleosides/administration & dosage , Treatment Outcome , Urethral Neoplasms/drug therapy , Urethral Neoplasms/genetics , Urethral Neoplasms/secondary , Xenograft Model Antitumor Assays
8.
Clin Cancer Res ; 13(19): 5745-55, 2007 Oct 01.
Article in English | MEDLINE | ID: mdl-17908964

ABSTRACT

PURPOSE: This study was designed to elucidate the role of amplification at 8q24 in the pathophysiology of ovarian and breast cancer because increased copy number at this locus is one of the most frequent genomic abnormalities in these cancers. EXPERIMENTAL DESIGN: To accomplish this, we assessed the association of amplification at 8q24 with outcome in ovarian cancers using fluorescence in situ hybridization to tissue microarrays and measured responses of ovarian and breast cancer cell lines to specific small interfering RNAs against the oncogene MYC and a putative noncoding RNA, PVT1, both of which map to 8q24. RESULTS: Amplification of 8q24 was associated with significantly reduced survival duration. In addition, small interfering RNA-mediated reduction in either PVT1 or MYC expression inhibited proliferation in breast and ovarian cancer cell lines in which they were both amplified and overexpressed but not in lines in which they were not amplified/overexpressed. Inhibition of PVT1 expression also induced a strong apoptotic response in cell lines in which it was overexpressed but not in lines in which it was not amplified/overexpressed. Inhibition of MYC, on the other hand, did not induce an apoptotic response in cell lines in which MYC was amplified and overexpressed. CONCLUSIONS: These results suggest that MYC and PVT1 contribute independently to ovarian and breast pathogenesis when overexpressed because of genomic abnormalities. They also suggest that PVT1-mediated inhibition of apoptosis may explain why amplification of 8q24 is associated with reduced survival duration in patients treated with agents that act through apoptotic mechanisms.


Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/physiopathology , Chromosomes, Human, Pair 8 , Gene Expression Regulation, Neoplastic , Ovarian Neoplasms/physiopathology , Proteins/genetics , Proteins/metabolism , Proto-Oncogene Proteins c-myc/genetics , Apoptosis , Breast Neoplasms/mortality , Chromosome Aberrations , Female , Gene Expression Profiling , Genome , Humans , In Situ Hybridization, Fluorescence , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/mortality , Proto-Oncogene Proteins c-myc/biosynthesis , RNA, Long Noncoding , Transcription, Genetic , Treatment Outcome
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