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OncoSimulR: genetic simulation with arbitrary epistasis and mutator genes in asexual populations

SUMMARY: OncoSimulR implements forward-time genetic simulations of biallelic loci in asexual populations with special focus on cancer progression. Fitness can be defined as an arbitrary function of genetic interactions between multiple genes or modules of genes, including epistasis, restrictions in...

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Detalles Bibliográficos
Autor principal: Diaz-Uriarte, Ramon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5946943/
https://www.ncbi.nlm.nih.gov/pubmed/28186227
http://dx.doi.org/10.1093/bioinformatics/btx077
Descripción
Sumario:SUMMARY: OncoSimulR implements forward-time genetic simulations of biallelic loci in asexual populations with special focus on cancer progression. Fitness can be defined as an arbitrary function of genetic interactions between multiple genes or modules of genes, including epistasis, restrictions in the order of accumulation of mutations, and order effects. Mutation rates can differ among genes, and can be affected by (anti)mutator genes. Also available are sampling from simulations (including single-cell sampling), plotting the genealogical relationships of clones and generating and plotting fitness landscapes. AVAILABILITY AND IMPLEMENTATION: Implemented in R and C ++, freely available from BioConductor for Linux, Mac and Windows under the GNU GPL license. Version 2.5.9 or higher available from: http://www.bioconductor.org/packages/devel/bioc/html/OncoSimulR.html. GitHub repository at: https://github.com/rdiaz02/OncoSimul SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.