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CIMICE

CIMICE-R: (Markov) Chain Method to Inferr Cancer Evolution

Bioconductor version: 3.23 · Package version: 1.20.0

CIMICE is a tool in the field of tumor phylogenetics and its goal is to build a Markov Chain (called Cancer Progression Markov Chain, CPMC) in order to model tumor subtypes evolution. The input of CIMICE is a Mutational Matrix, so a boolean matrix representing altered genes in a collection of samples. These samples are assumed to be obtained with single-cell DNA analysis techniques and the tool is specifically written to use the peculiarities of this data for the CMPC construction.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("CIMICE")

Details

MaintainerNicolò Rossi <olocin.issor@gmail.com>
AuthorNicolò Rossi [aut, cre] (Lab. of Computational Biology and Bioinformatics, Department of Mathematics, Computer Science and Physics, University of Udine, ORCID: <https://orcid.org/0000-0002-6353-7396>)
LicenseArtistic-2.0
URLhttps://github.com/redsnic/CIMICE
Bug Reportshttps://github.com/redsnic/CIMICE/issues
Downloads rank221
Source branchRELEASE_3_23
biocViewsBiologicalQuestion, GraphAndNetwork, NetworkInference, Phylogenetics, ResearchField, SingleCell, Software, StatisticalMethod, Technology

Documentation

Download

Dependencies

Imports: dplyr, ggplot2, glue, tidyr, igraph, networkD3, visNetwork, ggcorrplot, purrr, ggraph, stats, utils, maftools, assertthat, tidygraph, expm, Matrix

Suggests: BiocStyle, knitr, rmarkdown, testthat, webshot