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arxiv: 1509.07304 · v6 · pith:BIDK5CVVnew · submitted 2015-09-24 · 🧬 q-bio.QM · q-bio.GN· stat.AP

TRONCO: an R package for the inference of cancer progression models from heterogeneous genomic data

classification 🧬 q-bio.QM q-bio.GNstat.AP
keywords modelstroncocanceravailabledatadiscoevolutionarygenomic
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Motivation: We introduce TRONCO (TRanslational ONCOlogy), an open-source R package that implements the state-of-the-art algorithms for the inference of cancer progression models from (epi)genomic mutational profiles. TRONCO can be used to extract population-level models describing the trends of accumulation of alterations in a cohort of cross-sectional samples, e.g., retrieved from publicly available databases, and individual-level models that reveal the clonal evolutionary history in single cancer patients, when multiple samples, e.g., multiple biopsies or single-cell sequencing data, are available. The resulting models can provide key hints in uncovering the evolutionary trajectories of cancer, especially for precision medicine or personalized therapy. Availability: TRONCO is released under the GPL license, it is hosted in the Software section at http://bimib.disco.unimib.it/ and archived also at bioconductor.org. Contact: tronco@disco.unimib.it

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