Cell. Volume 163: 1011-1025, 05 November 2016 10.1016/j.ccell.2015.10.025
There is substantial heterogeneity among primary prostate cancers, evident in the spectrum of molecular abnormalities and its variable clinical course. As part of The Cancer Genome Atlas (TCGA), we present a comprehensive molecular analysis of 333 primary prostate carcinomas. Our results revealed a molecular taxonomy in which 74% of these tumors fell into one of seven subtypes defined by specific gene fusions (ERG,ETV1/4, FLI1) or mutations (SPOP,FOXA1,IDH1). Epigenetic profiles showed substantial heterogeneity, including an IDH1-mutant subset with a methylator phenotype. Androgen receptor (AR) activity varied widely and in a subtype-specific manner with SPOP and FOXA1 mutant tumors having the highest levels of AR-induced transcripts. 25% of the prostate cancers had a presumed actionable lesion in the PI3K or MAPK signaling pathways, and DNA repair genes were inactivated in 19%. Our analysis reveals molecular heterogeneity among primary prostate cancers, as well as potentially actionable molecular defects.
Data in the GDC
- GDC Manifests
- Open-Access Data - Download Manifest (29 Files)
- Controlled-Access Data - Download Manifest (5 Files)
Supplemental Data
- Supplementary Table S1 [xlsx]
- Supplementary Table S2 [xlsx]
- Supplementary Table S3 [xlsx]
- Integrated Analysis and Interactive Exploration using Regulome Explorer [pdf]
The data are supported by different organizations. All data marked by [Supplementary] were created by the manuscript authors and you should contact the corresponding author for support.
- Participant List, Sample List, BAM File List, and Full Listing of TCGA Archives for Data Freeze
- Sample List [txt]
- Data Freeze List [txt]
- BAM File Freeze List [tsv] [Supplementary]
- Clinical
- PRAD.bio.Level_1.tar [tar] - XML files containing biospecimen processing and clinical data
-
Mutations and VCF files
NOTE: The PRAD MAF files only contains 332 samples since TCGA-CH-5743-01 did not have any mutations
- Publication MAF file
- Public Automated Mutations [tar]
- Public Automated Mutations MAGE-TAB [tar]
- Public Curated Mutations [tar]
- Public Mutations - Full MAGE-TAB [tar]
- Protected Mutations
- Protected Automated Mutations
- Protected Curated Mutations
- Reverse Phase Protein Array (RPPA) Expression
- Level 3 Data Archives - PRAD.MDA_RPPA_Core.Level_3.tar
- Level 2 Data Archives - PRAD.MDA_RPPA_Core.Level_2.tar
- Level 1 Data Archives - PRAD.MDA_RPPA_Core.Level_1.tar
- Mage-tab Data Archives - PRAD.MDA_RPPA_Core.mage-tab.tar
- RNA Expression from IlluminaGA RNASeq and IlluminaHiseq RNASeq
- Level 3 Data Archives - PRAD.IlluminaHiSeq_RNASeqV2.Level_3.tar
- Mage-tab Data Archives- PRAD.IlluminaHiSeq_RNASeqV2.mage-tab.tar
- SNP and Copy Number Variation from Affymetrix SNP6 and IlluminaHiSeq Low Pass Whole Genome sequencing
- Level 3 Data Archives
- Level 2 Data Archives - PRAD.Genome_Wide_SNP_6.Level_2.tar
- Level 1 Data Archives - PRAD.Genome_Wide_SNP_6.Level_1.tar
- mage-tab Data Archives
- miRNA from IlluminaGA
- Level 3 Data Archive - PRAD.miRNA_Expression.Level_3.tar
- mage-tab Archive - PRAD.miRNA_Expression.mage-tab.tar
- Methylation from Illumina Infinium Human Methylation450
- Level 3 Data Archives - PRAD.HumanMethylation450.Level_3.tar
- Level 2 Data Archives - PRAD.HumanMethylation450.Level_2.tar
- Level 1 Data Archives - PRAD.HumanMethylation450.Level_1.tar
- Mage-tab Data Archives - PRAD.HumanMethylation450.mage-tab.tar
Additional Resources
- Broad Institute FireBrowse Portal (link is external) The Broad Institute
- cBioPortal for Cancer Genomics (link is external) Memorial Sloan-Kettering Cancer Center
- TCGA Batch Effects (link is external) MD Anderson Cancer Center
- Regulome Explorer (link is external) Institute for Systems Biology
- Next-Generation Clustered Heat Maps (link is external) MD Anderson Cancer Center
- GDC Encyclopedia
- Descriptions of TCGA data are provided in the TCGA Barcode Encyclopedia Page
- Genomic Data Commons Portal
Instructions for Data Download
Open Access Data
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- GDC DTT (Download, User's Guide)
- GDC API (User’s Guide)
Controlled Access Data
- Download the appropriate manifest file from the publication page
- Download a token from the GDC Data Portal
- GDC Data Portal (Launch, User’s Guide)
- Use the manifest file and token to download data using the GDC DTT or the GDC API
- GDC DTT (Download, User’s Guide)
- GDC API (User’s Guide)
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