Aggregate Analysis Features
Lung Squamous Cell Carcinoma (Primary solid tumor)
17 October 2014  |  analyses__2014_10_17
Maintainer Information
Citation Information
Maintained by Hailei Zhang (Broad Institute)
Cite as Broad Institute TCGA Genome Data Analysis Center (2014): Aggregate Analysis Features. Broad Institute of MIT and Harvard. doi:10.7908/C18K780C
Overview
Introduction

This pipeline attempts to aggregate clinical features and significant genomic events such as copy number alterations, significant mutation genes and molecular subtypes across ALL pipelines in the GDAC Firehose analysis workflow, into a single feature table. Figures of co-occurring and mutually-exclusive pairs for all copy number and mutation events are generated from this feature table using pairwise Fisher's exact test. For more details please visit the online documentation.

Summary

504 samples and 542 features are included in this feature table. The figures below show which genomic pair events are co-occurring and which are mutually-exclusive.

Results
Feature sample table

Table 1.  Get Full Table Part of feature table : 10 rows and 6 columns are showed below.

tcga_participant_barcode CLI_age CLI_vitalstatus CLI_daystodeath CLI_daystolastfollowup CLI_primarysiteofdisease
TCGA-18-3406 67 1 371 370 lung
TCGA-18-3407 72 1 227 136 lung
TCGA-18-3408 77 0 NA 2464 lung
TCGA-18-3409 74 0 NA 2417 lung
TCGA-18-3410 81 1 146 146 lung
TCGA-18-3411 63 0 NA 1415 lung
TCGA-18-3412 52 1 345 345 lung
TCGA-18-3414 73 1 716 396 lung
TCGA-18-3415 77 0 NA 1810 lung
TCGA-18-3416 83 0 NA 862 lung

Figure 1.  Get High-res Image Co-occurring and mutually-exclusive pairs for copy number variations of arm level events. Blue means two events are co-occurring and red means two events are mutually-exclusive.

Figure 2.  Get High-res Image Co-occurring and mutually-exclusive pairs for copy number variations of focal events. Blue means two events are co-occurring and red means two events are mutually-exclusive.

Figure 3.  Get High-res Image Co-occurring and mutually-exclusive pairs for significantly mutated genes. Blue means two events are co-occurring and red means two events are mutually-exclusive.

Figure 4.  Get High-res Image Co-occurring and mutually-exclusive pairs for all copy number and mutation events. Blue means two events are co-occurring and red means two events are mutually-exclusive.

Methods & Data
Input
Description
  • Genelist : this file includes all copy number alteration genes from the copy number pancancer paper and the census genes from Cosmic .

  • Clinical file : *.merged_data.txt from Append_CustomClinical.

  • Clustering file : *.mergedcluster.txt from Aggregate_Molecular_Subtype_Clusters.

  • Copy number file : broad_values_by_arm.txt, *.conf_99.txt and broad_significance_results.txt from CopyNumber_Gistic2.

  • Mutation file : *.maf, *.sig_genes.txt, *.cosmic_sig_genes.txt and patient_counts_and_rates.txt from MutSigRun2.0/CV/2CV.

  • mRNAseq expression file : *.subclassmarkers.txt and *.log2.txt from mRNAseq_Clustering_CNMF and mRNAseq_Preprocess.

Output

A detailed description of the output files :

  • Clinical features : start with CLI_ followed by clinical feature name ex: CLI_age.

  • Clustering results : start with CLUS_ followed by platform_method ex: CLUS_mRNAseq_cHierarchical.

  • Somatic mutation genes : start with SMG_ followed by version number( mutsig2.0,cv,2cv)_gene name ex: SMG_mutsig.2CV_FAM47C.

  • Somatic mutation genes expression : start wit SMG_ followed by gene name_mRNA ex: SMG_KRT3_mRNA.

  • Marker genes in each mRNAseq clustering subtype : star with mRNA_ followed by CNMF_gene name_difference_cluster number ex: mRNA_CNMF_FAM66E_.0.6_2 (In each cluster, the top 5 up regulated and top 5 down regulated genes were selected).

  • Copy number alterations :

    • Copy number focal events : start with Amp_/Del_ followed by cytoband name ex: Amp_1q32.1/Del_1p36.32.

    • Copy number arm level events : start with CN_ followed by arm_Amp/Del ex: CN_10p_Amp/CN_10p_Del.

    • Copy number alterative gene with expression: start with Amp/Del_ followed by gene name, cytoband names which contains this alterative gene and _mRNA ex: Amp_SOX2_3q26.32_mRNA/Del_PARK2_6q24.3_mRNA.

Download Results

In addition to the links below, the full results of the analysis summarized in this report can also be downloaded programmatically using firehose_get, or interactively from either the Broad GDAC website or TCGA Data Coordination Center Portal.

References
[1] Travis I Zack, Steven E Schumacher ..., Pan-cancer patterns of somatic copy number alteration, Nature Genetics 45:1134 (2013)