Nature Communications · 2018 · 139 citations · 58 references
MedicineGeneticsOncologyCancer GeneticsGenomicsMetastasisCancer Genome SequencingCancer GenomicsCancer ProgressionColorectal CancerMalignant NeoplasmsSignal Transduction In CancerGenetic Heterogeneity Of MetastasesMetastatic SignalingNeoplastic ProgressionPi3k SignalingPi3k-akt Signaling PathwayProgenitor CellsSomatic MutationsWhole-genome Sequencing Analysis
Incomplete understanding of the metastatic process hinders personalized therapy. Here we report the most comprehensive whole-genome study of colorectal metastases vs. matched primary tumors. 65% of somatic mutations originate from a common progenitor, with 15% being tumor- and 19% metastasis-specific, implicating a higher mutation rate in metastases. Tumor- and metastasis-specific mutations harbor elevated levels of BRCAness. We confirm multistage progression with new components ARHGEF7/ARHGEF33. Recurrently mutated non-coding elements include ncRNAs RP11-594N15.3, AC010091, SNHG14, 3' UTRs of FOXP2, DACH2, TRPM3, XKR4, ANO5, CBL, CBLB, the latter four potentially dual protagonists in metastasis and efferocytosis-/PD-L1 mediated immunosuppression. Actionable metastasis-specific lesions include FAT1, FGF1, BRCA2, KDR, and AKT2-, AKT3-, and PDGFRA-3' UTRs. Metastasis specific mutations are enriched in PI3K-Akt signaling, cell adhesion, ECM and hepatic stellate activation genes, suggesting genetic programs for site-specific colonization. Our results put forward hypotheses on tumor and metastasis evolution, and evidence for metastasis-specific events relevant for personalized therapy.
58
The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 67.5K citations · Full text
Fast and accurate short read alignment with Burrows–Wheeler transform
Heng Li, Richard Durbin · Bioinformatics · 2009 · 62.8K citations · Full text
An integrated encyclopedia of DNA elements in the human genome
Signatures of mutational processes in human cancer
Ludmil B. Alexandrov, Serena Nik‐Zainal, David C. Wedge et al. · Nature · 2013 · 10.1K citations · Full text
Medicine, Cancer Biology, Oncology +14