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Comprehensive analyses of 178 lung squamous cell carcinomas by The Cancer Genome Atlas project show that the tumour type is characterized by complex genomic alterations, with statistically recurrent mutations in 11 genes, including TP53 in nearly all samples; a potential therapeutic target is identified in most of the samples studied.

As the sample size in cancer genome studies increases, the list of genes identified as significantly mutated is likely to include more false positives; here, this problem is identified as stemming largely from mutation heterogeneity, and a new analytical methodology designed to overcome this problem is described.

Matthew Meyerson and colleagues report whole-exome and whole-genome sequencing of 55 small intestine neuroendocrine tumors. They identify recurrent somatic mutations in CDKN1B, implicating cell cycle dysregulation in the pathogenesis of these tumors.

Whole-genome sequencing of 25 metastatic melanomas and matched germline DNA in humans reveals that the highest mutation load is associated with chronic sun exposure, and that the PREX2 gene is mutated in approximately 14 per cent of cases

This paper reports one of the largest breast cancer whole-exome and whole-genome sequencing efforts so far, identifying previously unknown recurrent mutations in CBFB, deletions of RUNX1 and recurrent MAGI1–AKT3 fusion; the fusion suggests that the use of ATP-competitive AKT inhibitors should be evaluated in clinical trials.

Multiple myeloma, a malignancy of plasma cells, remains incurable and is poorly understood. Using next-generation sequencing of several multiple myeloma genomes reveals that this disease involves mutations of genes involved in protein translation, histone methylation and blood coagulation. The study suggests that BRAF inhibitors should be evaluated in multiple myeloma clinical trials.

The Cancer Genome Atlas consortium reports on their genome-wide characterization of somatic alterations in colorectal cancer; in addition to revealing a remarkably consistent pattern of genomic alteration, with 24 genes being significantly mutated, the study identifies new targets for therapeutic intervention and suggests an important role for MYC-directed transcriptional activation and repression.

Prostate cancer is a common cause of male cancer-related deaths. Complete sequencing of prostate cancer genomes now reveals previously unknown balanced rearrangements. Single-nucleotide resolution afforded by sequencing indicates that complex rearrangements may arise from transcriptional or chromatin aberrancies and engage prostate tumorigenic mechanisms.

Adam Bass, Gad Getz and colleagues report whole-exome sequencing of 149 esophageal adenocarcinomas (EACs) and whole-genome sequencing of 15 EACs. They identify a mutational signature defined by a high prevalence of A>C transversions, as well as 26 genes mutated at high frequency in EACs.

Medulloblastoma is the most common brain tumour in children; using exome sequencing of tumour samples the authors show that these cancers have low mutation rates and identify 12 significantly mutated genes, among them the gene encoding RNA helicase DDX3X.

The Cancer Genome Atlas Research Network reports an integrative analysis of more than 400 samples of clear cell renal cell carcinoma based on genomic, DNA methylation, RNA and proteomic characterisation; frequent mutations were identified in the PI(3)K/AKT pathway, suggesting this pathway might be a potential therapeutic target, among the findings is also a demonstration of metabolic remodelling which correlates with tumour stage and severity.

This paper reports integrative molecular analyses of urothelial bladder carcinoma at the DNA, RNA, and protein levels performed as part of The Cancer Genome Atlas project; recurrent mutations were found in 32 genes, including those involved in cell-cycle regulation, chromatin regulation and kinase signalling pathways; chromatin regulatory genes were more frequently mutated in urothelial carcinoma than in any other common cancer studied so far.

An integrative genomic analysis of several hundred endometrial carcinomas shows that a minority of tumour samples carry copy number alterations or TP53 mutations and many contain key cancer-related gene mutations, such as those involved in canonical pathways and chromatin remodelling; a reclassification of endometrial tumours into four distinct types is proposed, which may have an effect on patient treatment regimes.

Genome-scale DNA methylation profiles have been generated at nucleotide resolution in mammalian cells using a combination of high-throughput bisulphite sequencing and single molecule-based sequencing. The DNA methylation maps cover the vast majority of CpG islands, as well as several other genomic regions, in murine embryonic stem cells, cells derived from ES cells and various primary cells.

Matthew Meyerson and colleagues report the whole-genome sequencing of primary colorectal tumors and matched adjacent non-tumor tissue from nine individuals with colorectal cancer. They identify a recurrent VTI1A-TCF7L2 fusion in 3% of colorectal cancers.

This comparison of five RNA-seq library preparation methods highlights metrics for assessing the suitability of the methods for samples with low amounts of RNA and/or those with low-quality RNA.

Levi Garraway and colleagues report exome sequencing of 112 prostate adenocarcinomas and matched normal tissues. They identify novel recurrent mutations in several genes, including MED12, FOXA1 and SPOP. They find that tumors harboring SPOP mutations lack the TMPRSS2-ERG fusion or other ETS rearrangements, supporting the hypothesis that SPOP mutation is an early driver event in prostate tumorigenesis.

The Cancer Genome Atlas Network describe their multifaceted analyses of primary breast cancers, shedding light on breast cancer heterogeneity; although only three genes (TP53, PIK3CA and GATA3) are mutated at a frequency greater than 10% across all breast cancers, numerous subtype-associated and novel mutations were identified.

Whole-exome sequencing (WES) has emerged as a transformative technology for biological discovery, but technical difficulties have so far prevented its widespread clinical use. Here, Eliezer Van Allen and colleagues are able to perform production-scale WES on small amounts of clinically acquired formalin-fixed, paraffin-embedded tumor tissues. Using a newly created WES clinical interpretation algorithm, they apply the complete clinical WES framework prospectively to patients and demonstrate how it can be used to directly affect patient care.

The MuTect algorithm for calling somatic point mutations enables subclonal analysis of the whole-genome or whole-exome sequencing data being generated in large-scale cancer genomics projects.

John Maris, Matthew Meyerson, Marco Marra and colleagues report results of a large-scale sequencing study of neuroblastoma. They observe a low median exonic mutation frequency and strikingly few recurrently mutated genes in these tumors, highlighting challenges for developing targeted therapeutic strategies based on frequently mutated oncogenic drivers.

Mark DePristo and colleagues report an analytical framework to discover and genotype variation using whole exome and genome resequencing data from next-generation sequencing technologies. They apply these methods to low-pass population sequencing data from the 1000 Genomes Project.