Cancer Cell. Volume 29: 723-736, 09 May 2016 10.1016/j.ccell.2016.04.002
Adrenocortical carcinoma (ACC) is a rare neoplasm with a heterogeneous outcome and limited treatment options. Here we describe the genomic, transcriptomic, epigenomic and proteomic profiling of 91 ACCs as a part of The Cancer Genome Atlas (TCGA). We identified potential driving alterations including amplifications (TERT, TERF2 and CDK4), deletions (ZNRF3, CDKN2A and RB1) and point mutations in genes previously not known to participate in adrenal disease (RPL22), as well as in genes known to initiate familial syndromes that include adrenocortical neoplasms (TP53, CTNNB1, PRKAR1A, MEN1). We observed a wide variability in ploidy in absolute copy number and genotypic analysis, which implies a sequential development from hypodiploidy to polyploidy via whole genome doubling in a subset of ACCs. Integrated analyses confirmed and expanded the role of mutations of the RB, Wnt/beta-catenin and PKA signaling pathways. Unsupervised clustering of multidimensional data revealed three classes of ACC with biological and clinical significance. Using genomic data of other tumour types, we performed pan-cancer analyses of ACC, which allowed us to place ACC in a broader context of cancer genomic profiles. Our results present a comprehensive genomic landscape and a refined molecular classification of ACC, improving our understanding of its pathogenesis that will ultimately improve the care of patients.
Data in the GDC
- GDC Manifests
- Open-Access Data - Download Manifest (24 Files)
- Controlled-Access Data - Download Manifest (4 Files)
Supplemental Data
These data represent a data freeze from Aug 15, 2014.
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.
- Full Disease Sample List:
- ACC_Final_Data_Freeze_SampleList [txt]
(Note that TCGA-P6-A5OG was removed due to systematic treatment prior to sample collection) - ACC_Data_Freeze [txt]
The data freeze list with the following headers: PATIENT_BARCODE, SAMPLE_BARCODE, ALIQUOT_BARCODE, ALIQUOT_UUID, DATATYPE, PLATFORM_NAME, FILE_LOCATION_URL, DATA_LEVEL, ARCHIVE_NAME, BATCH_NUMBER, DATE_ADDED, SAMPLE ANNOTATIONS
- ACC_Final_Data_Freeze_SampleList [txt]
- Exome Sequence BAM File References
- Clinical - XML files containing biospecimen processing and clinical data
- Mutation
- AWG MAF file (Not validated by DCC)
- SNP and Copy Number variation from Affymetrix SNP6
- AWG CNV seg file
- AWG copy number GISTIC run
- Level 3 Data Archives:
- Level 2 Data Archives:
- Protected - broad.mit.edu_ACC.Genome_Wide_SNP_6.Level_2.304.2003.tar.gz
- Protected - broad.mit.edu_ACC.Genome_Wide_SNP_6.Level_2.313.2003.tar.gz
- Protected - broad.mit.edu_ACC.Genome_Wide_SNP_6.Level_2.304.2003.tar.gz
- Level 1 Data Archives:
- Protected - broad.mit.edu_ACC.Genome_Wide_SNP_6.Level_1.304.2003.tar.gz
- Protected - broad.mit.edu_ACC.Genome_Wide_SNP_6.Level_1.313.2003.tar.gz
- Protected - broad.mit.edu_ACC.Genome_Wide_SNP_6.Level_1.304.2003.tar.gz
- Mage-tab Data Archives- broad.mit.edu_ACC.Genome_Wide_SNP_6.mage-tab.1.2003.0.tar.gz
- RNA Expression from IlluminaHiseq RNASeqV2
- Level 3 Data Archives - unc.edu_ACC.IlluminaHiSeq_RNASeqV2.Level_3 [tar.gz]
- Mage-tab Data Archives - unc.edu_ACC.IlluminaHiSeq_RNASeqV2.mage-tab [tar.gz]
- miRNA from IlluminaGA
- Level 3 Data Archives - bcgsc.ca_ACC.IlluminaGA_miRNASeq.Level_3 [tar.gz]
- Mage-tab Data Archives - bcgsc.ca_ACC.IlluminaGA_miRNASeq.mage-tab [tar.gz]
- Methylation from Illumina Infinium Human Methylation450
- Level 3 Data Archives - jhu-usc.edu_ACC.HumanMethylation450.Level_3 [tar.gz] (759M)
- Level 2 Data Archives - jhu-usc.edu_ACC.HumanMethylation450.Level_2 [tar.gz] (740M)
- Level 1 Data Archives - jhu-usc.edu_ACC.HumanMethylation450.Level_1 [tar.gz] (661M)
- Mage-tab Data Archives - jhu-usc.edu_ACC.HumanMethylation450.mage-tab [tar.gz]
- Reverse Phase Protein Array (RPPA) Expression
- Level 3 Data Archives - mdanderson.org_ACC.MDA_RPPA_Core.Level_3 [tar.gz]
- Level 2 Data Archives - mdanderson.org_ACC.MDA_RPPA_Core.Level_2 [tar.gz]
- Level 1 Data Archives - mdanderson.org_ACC.MDA_RPPA_Core.Level_1 [tar.gz] (1.1G)
- Mage-tab Data Archives - mdanderson.org_ACC.MDA_RPPA_Core.mage-tab [tar.gz]
Additional Resources
- GDC Encyclopedia
- Descriptions of TCGA data are provided in the TCGA Barcode Encyclopedia Page
- Genomic Data Commons Portal
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Open Access Data
- Download the appropriate manifest file from the publication page
- Use the manifest file to download data using the GDC Data Transfer Tool (DTT) or the GDC API
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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)
For assistance, please contact the GDC Help Desk: support@nci-gdc.datacommons.io.