Driver and passenger mutations in cancer

JR Pon, MA Marra - Annual Review of Pathology: Mechanisms …, 2015 - annualreviews.org
Next-generation sequencing has allowed identification of millions of somatic mutations and
epigenetic changes in cancer cells. A key challenge in interpreting cancer genomes and …

Computational solutions for omics data

B Berger, J Peng, M Singh - Nature reviews genetics, 2013 - nature.com
High-throughput experimental technologies are generating increasingly massive and
complex genomic data sets. The sheer enormity and heterogeneity of these data threaten to …

Maftools: efficient and comprehensive analysis of somatic variants in cancer

A Mayakonda, DC Lin, Y Assenov, C Plass… - Genome …, 2018 - genome.cshlp.org
Numerous large-scale genomic studies of matched tumor-normal samples have established
the somatic landscapes of most cancer types. However, the downstream analysis of data …

The functional impact of alternative splicing in cancer

H Climente-González, E Porta-Pardo, A Godzik… - Cell reports, 2017 - cell.com
Alternative splicing changes are frequently observed in cancer and are starting to be
recognized as important signatures for tumor progression and therapy. However, their …

Mutational landscape and significance across 12 major cancer types

C Kandoth, MD McLellan, F Vandin, K Ye, B Niu, C Lu… - Nature, 2013 - nature.com
Abstract The Cancer Genome Atlas (TCGA) has used the latest sequencing and analysis
methods to identify somatic variants across thousands of tumours. Here we present data and …

Pan-cancer network analysis identifies combinations of rare somatic mutations across pathways and protein complexes

MDM Leiserson, F Vandin, HT Wu, JR Dobson… - Nature …, 2015 - nature.com
Cancers exhibit extensive mutational heterogeneity, and the resulting long-tail phenomenon
complicates the discovery of genes and pathways that are significantly mutated in cancer …

Pattern discovery and cancer gene identification in integrated cancer genomic data

Q Mo, S Wang, VE Seshan… - Proceedings of the …, 2013 - National Acad Sciences
Large-scale integrated cancer genome characterization efforts including the cancer genome
atlas and the cancer cell line encyclopedia have created unprecedented opportunities to …

In silico prescription of anticancer drugs to cohorts of 28 tumor types reveals targeting opportunities

C Rubio-Perez, D Tamborero, MP Schroeder… - Cancer cell, 2015 - cell.com
Large efforts dedicated to detect somatic alterations across tumor genomes/exomes are
expected to produce significant improvements in precision cancer medicine. However, high …

Integrated analysis of germline and somatic variants in ovarian cancer

KL Kanchi, KJ Johnson, C Lu, MD McLellan… - Nature …, 2014 - nature.com
We report the first large-scale exome-wide analysis of the combined germline–somatic
landscape in ovarian cancer. Here we analyse germline and somatic alterations in 429 …

Chapter 5: Network biology approach to complex diseases

DY Cho, YA Kim, TM Przytycka - PLoS computational biology, 2012 - journals.plos.org
Complex diseases are caused by a combination of genetic and environmental factors.
Uncovering the molecular pathways through which genetic factors affect a phenotype is …