Whole-genome plasma sequencing reveals focal amplifications as a driving force in metastatic prostate cancer
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PROVIDER: EGAS00001001018 | EGA |
REPOSITORIES: EGA
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Project description:Many human cancers present as multi-focal lesions. Understanding the clonal origin of multi-focal cancers is of both etiological and clinical importance. The molecular basis of multi-focal prostate cancer has previously been explored using only a limited number of isolated markers and, although independent origin is widely believed, the clonal origin of multi-focal prostate cancer is still debatable. We attempted to address clonal origin using a genome-wide copy-number analysis of individual cancer and high-grade prostatic intraepithelial neoplasia (HGPIN) lesions. Using Affymetrix array 6.0 copy-number analysis, we compared the genomic changes detected in 54 individual cancer and HGPIN lesions, isolated from 20 clinically localized prostate cancer cases. Identical genomic copy-number changes, shared by all same-case cancer foci, were detected in all 16 informative multi-tumor cases. In addition, both HGPIN lesions in the two multi-HGPIN cases available shared identical genomic changes. Commonly known genomic alterations, including losses at 6q15, 8p21.3-8p21.2, 10q23.2-10q23.31, 13q21.31-13q21.32, 16q22.3, 16q23.2-16q23.3 and 21q22.2-21q22.3 regions and gain of 8q24.3 were the most frequently detected changes in this multi-focal prostate cancer study, occurring in all same-case foci in at least one case. Microarray data were confirmed by fluorescence in situ hybridization in selected foci. Our high-resolution genome-wide copy-number data suggest that many multi-focal cases derive from a single prostate cancer precursor clone and that this precursor may give rise to separate HGPIN foci, which through clonal expansion may progress to multi-focal invasive prostate cancer. These findings, which demonstrate the monoclonal origin of multi-focal prostate cancer, should significantly enhance our understanding of prostate carcinogenesis and potentially improve clinical management of the disease. Copy number analysis of Affymetrix SNP 6.0 array was performed for a total of 48 cancer and HGPIN lesions from 18 prostate cancer cases. All samples have case-matched normal controls. PL = high grade PIN from left side, PR = high grade PIN from right side, PM = high grade PIN from middle of the tissue, TL = tumour from left side, TR = tumour from right side.
2011-12-31 | E-GEOD-29569 | biostudies-arrayexpress
Project description:Many human cancers present as multi-focal lesions. Understanding the clonal origin of multi-focal cancers is of both etiological and clinical importance. The molecular basis of multi-focal prostate cancer has previously been explored using only a limited number of isolated markers and, although independent origin is widely believed, the clonal origin of multi-focal prostate cancer is still debatable. We attempted to address clonal origin using a genome-wide copy-number analysis of individual cancer and high-grade prostatic intraepithelial neoplasia (HGPIN) lesions. Using Affymetrix array 6.0 copy-number analysis, we compared the genomic changes detected in 54 individual cancer and HGPIN lesions, isolated from 20 clinically localized prostate cancer cases. Identical genomic copy-number changes, shared by all same-case cancer foci, were detected in all 16 informative multi-tumor cases. In addition, both HGPIN lesions in the two multi-HGPIN cases available shared identical genomic changes. Commonly known genomic alterations, including losses at 6q15, 8p21.3-8p21.2, 10q23.2-10q23.31, 13q21.31-13q21.32, 16q22.3, 16q23.2-16q23.3 and 21q22.2-21q22.3 regions and gain of 8q24.3 were the most frequently detected changes in this multi-focal prostate cancer study, occurring in all same-case foci in at least one case. Microarray data were confirmed by fluorescence in situ hybridization in selected foci. Our high-resolution genome-wide copy-number data suggest that many multi-focal cases derive from a single prostate cancer precursor clone and that this precursor may give rise to separate HGPIN foci, which through clonal expansion may progress to multi-focal invasive prostate cancer. These findings, which demonstrate the monoclonal origin of multi-focal prostate cancer, should significantly enhance our understanding of prostate carcinogenesis and potentially improve clinical management of the disease.
2011-12-31 | GSE29569 | GEO
Project description:Metastatic prostate cancer (PCa) is a terminal disease and establishment of novel therapeutic strategy specifically targeting metastasis is critically required for its management. This study was aimed at identifying metastasis-driving genes which could potentially be therapeutic targets for metastatic prostate cancer. Integrative analysis of gene expression profiles from a pair of metastatic and non-metastatic prostate cancer tissue xenografts was used to identify potential prostate cancer metastasis-driving genes. Among the candidate genes found, GATA2, a master regulator gene in the development of hematopoietic system, was particularly interesting since it is an important pioneer factor in the regulation of AR-target gene in prostate cancer. In consistent with our finding, elevated expression of the GATA2 gene in metastatic prostate cancers was found and its expression was significantly correlated with poor prognosis in prostate cancer patients. Furthermore, indication of the GATA2 gene maybe the metastasis-driving gene was evidenced in decreased of cell migration, tissue invasion and focal adhesion disassembly in GATA2-down-regulated LNCaP cells. Global gene expression analysis after silencing of the GATA2 gene revealed a significant changed in cell transcriptomes with ~ 2500 genes with > 2 fold mRNA level changed and FDR <0.05, indicates that GATA2 plays a critical role in cell reprogramming as pioneer factor in the development of prostate cancer metastasis. LNCaP human prostate cancer cells transiently knockdown with siRNA that specifically targeting GATA2 (siGATA2) or scrambled siRNA (sicontrol). RNAs were isolated from cells after 72 hours of incubation. Gene expression profiles of four biological replicates from each sample group were analyzed to identify differentially regulated downstream genes after knockdown of GATA2.
2014-01-20 | E-GEOD-49342 | biostudies-arrayexpress
Project description:Chromosomal instable colorectal cancer is marked by specific large chromosomal copy number aberrations. Recently, focal aberrations of 3Mb or smaller have been identified as a common phenomenon in cancer. Inherent to their limited size, these aberrations harbour one or few genes. The aim of this study is to identify recurrent focal chromosomal aberrations and their candidate driver genes in a well defined series of stage II colon cancers and assess their potential clinical relevance. High resolution DNA copy number profiles were obtained from 38 formalin fixed paraffin embedded colon cancer samples with matched normal mucosa as a reference using array comparative genomic hybridization. In total, 81 focal chromosomal aberrations were identified that harboured 177 genes. Statistical validation of focal aberrations and identification of candidate driver genes was performed by enrichment analysis and mapping copy number and mutation data of colorectal-, breast-, pancreatic cancer and glioblastomas to loci of focal aberrations in stage II colon cancer. This analysis demonstrated a significant overlap with previously identified focal amplifications in colorectal cancer, but not with cancers from other sites. In contrast, focal deletions seem less tumour type specific since they also show significant overlap with focal deletions of other sites. Focal deletions detected are significantly enriched for cancer genes and genes frequently mutated in colorectal cancer. The mRNA expression of these genes is significantly correlated with DNA copy number status, supporting the relevance of focal aberrations. Loss of 5q34 and gain of 13q22.1 were identified as independent prognostic factors of survival in this series of patients. In conclusion, focal chromosomal copy number aberrations in stage II colon cancer are enriched in cancer genes which contribute to and drive the process of colorectal cancer development. DNA copy number status of these genes correlate with mRNA expression and some are associated with clinical outcome. 38 Stage II colorectal cancer (CRC) tissue samples (FFPE) of which 19 were done on expression arrays. One sample (Stage II colorectal cancer tissue samples (FFPE) 26) was also done on the 135K NimbleGen array. Fresh frozen and FFPE of the same CRC stage I sample was done on 105K agilent. The fresh frozen was across array in silico set out against a pool of blood of 18 healthy females.
2010-04-19 | E-GEOD-17047 | biostudies-arrayexpress
Project description:Metastatic prostate cancer (PCa) is a terminal disease and establishment of novel therapeutic strategy specifically targeting metastasis is critically required for its management. This study was aimed at identifying metastasis-driving genes which could potentially be therapeutic targets for metastatic prostate cancer. Integrative analysis of gene expression profiles from a pair of metastatic and non-metastatic prostate cancer tissue xenografts was used to identify potential prostate cancer metastasis-driving genes. Among the candidate genes found, GATA2, a master regulator gene in the development of hematopoietic system, was particularly interesting since it is an important pioneer factor in the regulation of AR-target gene in prostate cancer. In consistent with our finding, elevated expression of the GATA2 gene in metastatic prostate cancers was found and its expression was significantly correlated with poor prognosis in prostate cancer patients. Furthermore, indication of the GATA2 gene maybe the metastasis-driving gene was evidenced in decreased of cell migration, tissue invasion and focal adhesion disassembly in GATA2-down-regulated LNCaP cells. Global gene expression analysis after silencing of the GATA2 gene revealed a significant changed in cell transcriptomes with ~ 2500 genes with > 2 fold mRNA level changed and FDR <0.05, indicates that GATA2 plays a critical role in cell reprogramming as pioneer factor in the development of prostate cancer metastasis.
2014-01-20 | GSE49342 | GEO
Project description:The transition from castration resistant prostate adenocarcinoma (CRPC) to neuroendocrine prostate cancer (NEPC) is emerging as an important mechanism of treatment resistance. NEPC are associated with over-expression and gene amplification of MYCN (encoding N-Myc). N-Myc is a bona fide driver oncogene in several rare tumor types, but its role in prostate cancer progression is not well established. Integrating a novel genetically engineered mouse model and human prostate cancer transcriptome data, we show that N-Myc over-expression leads to the development of poorly differentiated, invasive prostate cancer that is molecularly similar to human NEPC tumors which includes an abrogation of AR signaling and induction of Polycomb Repressive Complex 2 signaling and that N-Myc interacts with AR and this interaction depends on Enhancer of Zeste Homolog 2. Altogether, our data shows that N-Myc drives the neuroendocrine phenotype in prostate cancer.
2016-09-08 | GSE86532 | GEO
Project description:Chromosomal instable colorectal cancer is marked by specific large chromosomal copy number aberrations. Recently, focal aberrations of 3Mb or smaller have been identified as a common phenomenon in cancer. Inherent to their limited size, these aberrations harbour one or few genes. The aim of this study is to identify recurrent focal chromosomal aberrations and their candidate driver genes in a well defined series of stage II colon cancers and assess their potential clinical relevance. High resolution DNA copy number profiles were obtained from 38 formalin fixed paraffin embedded colon cancer samples with matched normal mucosa as a reference using array comparative genomic hybridization. In total, 81 focal chromosomal aberrations were identified that harboured 177 genes. Statistical validation of focal aberrations and identification of candidate driver genes was performed by enrichment analysis and mapping copy number and mutation data of colorectal-, breast-, pancreatic cancer and glioblastomas to loci of focal aberrations in stage II colon cancer. This analysis demonstrated a significant overlap with previously identified focal amplifications in colorectal cancer, but not with cancers from other sites. In contrast, focal deletions seem less tumour type specific since they also show significant overlap with focal deletions of other sites. Focal deletions detected are significantly enriched for cancer genes and genes frequently mutated in colorectal cancer. The mRNA expression of these genes is significantly correlated with DNA copy number status, supporting the relevance of focal aberrations. Loss of 5q34 and gain of 13q22.1 were identified as independent prognostic factors of survival in this series of patients. In conclusion, focal chromosomal copy number aberrations in stage II colon cancer are enriched in cancer genes which contribute to and drive the process of colorectal cancer development. DNA copy number status of these genes correlate with mRNA expression and some are associated with clinical outcome.
2010-04-19 | GSE17047 | GEO
Project description:Genomic sequencing of many thousands of tumors has revealed many genes associated with specific types of cancer. Similarly, large scale CRISPR functional genomics efforts have mapped genes required for proliferation or survival in hundreds of cancer cell lines. Despite this, for specific disease subtypes, such as metastatic prostate cancer, it is likely that there exist many undiscovered tumor specific genetic dependencies, such as prostate cancer specific drivers, that represent drug targets. To identify such genetic dependencies, we performed genome-scale CRISPRi screens in metastatic prostate cancer models. We then created a pipeline in which we integrated publicly available pan-cancer functional genomics data with our metastatic prostate cancer functional and clinical genomics data to identify genes that can drive aggressive prostate cancer phenotypes. Our integrative analysis of these data revealed two known prostate cancer specific driver genes, AR and HOXB13, as the top two hits and also nominated a number of unexpected genes. In this study we highlight the strength of an integrated clinical and functional genomics pipeline and focus on two hit genes, KIF4A and WDR62. We demonstrate that both KIF4A and WDR62 drive aggressive prostate cancer phenotypes in vitro and in vivo in multiple models, irrespective of AR-status, and are also associated with poor patient outcome.
2021-06-17 | GSE178329 | GEO
Project description:Genomic sequencing of many thousands of tumors has revealed many genes associated with specific types of cancer. Similarly, large scale CRISPR functional genomics efforts have mapped genes required for proliferation or survival in hundreds of cancer cell lines. Despite this, for specific disease subtypes, such as metastatic prostate cancer, it is likely that there exist many undiscovered tumor specific genetic dependencies, such as prostate cancer specific drivers, that represent drug targets. To identify such genetic dependencies, we performed genome-scale CRISPRi screens in metastatic prostate cancer models. We then created a pipeline in which we integrated publicly available pan-cancer functional genomics data with our metastatic prostate cancer functional and clinical genomics data to identify genes that can drive aggressive prostate cancer phenotypes. Our integrative analysis of these data revealed two known prostate cancer specific driver genes, AR and HOXB13, as the top two hits and also nominated a number of unexpected genes. In this study we highlight the strength of an integrated clinical and functional genomics pipeline and focus on two hit genes, KIF4A and WDR62. We demonstrate that both KIF4A and WDR62 drive aggressive prostate cancer phenotypes in vitro and in vivo in multiple models, irrespective of AR-status, and are also associated with poor patient outcome.
2021-06-17 | GSE178300 | GEO
Project description:Multiple myeloma is a malignancy of antibody-secreting plasma cells. Most patients benefit from current therapies, however, 20% of patients relapse or die within two years. To better understand and identify these ‘high-risk’ cases, we analyzed the translocation landscape of myeloma from 795 newly-diagnosed patients by whole genome sequencing from the CoMMpass study. Translocations involving the immunoglobulin lambda (IgL) locus were identified in 10% of patients, and were indicative of poor prognosis. Importantly, 70% of IgL translocations co-occurred with hyperdiploid disease, a marker of standard risk, potentially resulting in the misclassification of IgL-translocated myeloma. Most IgL-translocations coincided with focal amplifications that were centered on the 3’ enhancer. Patients with IgL-translocations failed to benefit from immunomodulatory imide drugs (IMiDs), which target the lymphocyte-specific transcription factor IKZF1 that is bound to the IgL 3’ enhancer at some of the highest levels in the myeloma epigenome. These data implicate IgL-translocation as a driver of poor prognosis which may be due in part to IMID resistance.
2019-03-13 | GSE121912 | GEO