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^README.md$ | ||
^.gitignore$ | ||
^.git/.*$ |
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# History # | ||
########### | ||
.history | ||
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# OS generated files # | ||
###################### | ||
.DS_Store | ||
.DS_Store? | ||
._* | ||
.Spotlight-V100 | ||
.Trashes | ||
ehthumbs.db | ||
Thumbs.db | ||
/cfg.R | ||
# History files | ||
.Rhistory | ||
.Rapp | ||
*.history | ||
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# Example code in package build process | ||
*-Ex.R | ||
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# RStudio files | ||
*.RData | ||
.Rproj.user/ | ||
.Rproj | ||
.Rproj.user | ||
*.Rdata | ||
*.Rproj | ||
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# TRONCO Output | ||
*.tar.gz | ||
*.tex | ||
*.mat | ||
*.zip | ||
*.png | ||
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# Configuration file | ||
cfg.R |
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Package: TRONCO | ||
Version: 1.1.0 | ||
Date: 2014-09-22 | ||
Version: 2.0.0-8 | ||
Date: 2015-07-21 | ||
Title: TRONCO, a package for TRanslational ONCOlogy | ||
Author: Marco Antoniotti, Giulio Caravagna, | ||
Alex Graudenzi, Ilya Korsunsky, | ||
Mattia Longoni, Loes Olde Loohuis, | ||
Giancarlo Mauri, Bud Mishra, Daniele Ramazzotti | ||
Maintainer: Giulio Caravagna <[email protected]>, | ||
Alex Graudenzi <[email protected]>, | ||
Daniele Ramazzotti <[email protected]> | ||
Depends: | ||
R (>= 2.10), | ||
methods, | ||
Authors@R: | ||
c(person("Marco", "Antoniotti", role=c("cph")), | ||
person("Giulio", "Caravagna", role=c("aut", "cre"), email="[email protected]"), | ||
person("Luca", "De Sano", role=c("aut"), email="[email protected]"), | ||
person("Alex", "Graudenzi", role=c("aut"), email="[email protected]"), | ||
person("Ilya", "Korsunsky", role=c("cph")), | ||
person("Mattia", "Longoni", role=c("ctb")), | ||
person("Loes", "Olde Loohuis", role=c("cph")), | ||
person("Giancarlo", "Mauri", role=c("cph")), | ||
person("Bud", "Mishra", role=c("cph")), | ||
person("Daniele", "Ramazzotti", role=c("aut"), email="[email protected]")) | ||
Depends: | ||
R (>= 3.1), | ||
doParallel, | ||
bnlearn, | ||
Imports: | ||
Rgraphviz, | ||
lattice, | ||
graph | ||
Description: Genotype-level cancer progression models describe the ordering of | ||
accumulating mutations, e.g., somatic mutations / copy number variations, | ||
during cancer development. These graphical models help understand the | ||
causal structure involving events promoting cancer progression, possibly | ||
predicting complex patterns characterising genomic progression of a cancer. | ||
Reconstructed models can be used to better characterise genotype-phenotype | ||
relation, and suggest novel targets for therapy design. TRONCO | ||
(TRanslational ONCOlogy) is a R package aimed at collecting | ||
state-of-the-art algorithms to infer progression models from | ||
cross-sectional data, i.e., data collected from independent patients which | ||
does not necessarily incorporate any evident temporal information. These | ||
algorithms require a binary input matrix where: (i) each row represents a | ||
patient genome, (ii) each column an event relevant to the progression (a | ||
priori selected) and a 0/1 value models the absence/presence of a certain | ||
mutation in a certain patient. The current first version of TRONCO | ||
implements the CAPRESE algorithm (Cancer PRogression Extraction with Single | ||
Edges) to infer possible progression models arranged as trees; cfr. | ||
Inferring tree causal models of cancer progression with probability | ||
raising, L. Olde Loohuis, G. Caravagna, A. Graudenzi, D. Ramazzotti, G. | ||
Mauri, M. Antoniotti and B. Mishra. PLoS One, to appear. This vignette | ||
shows how to use TRONCO to infer a tree model of ovarian cancer progression | ||
from CGH data of copy number alterations (classified as gains or losses | ||
over chromosome's arms). The dataset used is available in the SKY/M-FISH | ||
database. | ||
License: EPL (>= 1.0) | ||
ggplot2, | ||
RColorBrewer, | ||
reshape2, | ||
cgdsr, | ||
igraph, | ||
grid, | ||
gridExtra, | ||
xtable, | ||
gtable, | ||
scales | ||
Suggests: | ||
BiocGenerics, | ||
BiocStyle, | ||
testthat, | ||
R.matlab | ||
Description: | ||
TRONCO (TRanslational ONCOlogy) is a R package which collects | ||
algorithms to infer progression models from Bernoulli 0/1 profiles of genomic | ||
alterations across a tumor sample. Such profiles are usually visualised as a | ||
binary input matrix where each row represents a patient's sample (e.g., the | ||
result of a sequenced tumor biopsy), and each column an event relevant to the | ||
progression (a certain type of somatic mutation, a focal or higher-level | ||
chromosomal copy number alteration etc.); a 0/1 value models the absence/presence | ||
of that alteration in the sample. In this version of TRONCO such profiles can | ||
be readily imported by boolean matrices and MAF/GISTIC files. The package provides | ||
various functions to editing, visualise and subset such data, as well as functions | ||
to query the Cbio portal for cancer genomics. This version of TRONCO comes with | ||
the parallel implementations the CAPRESE [PLoS ONE 9(12): e115570] and CAPRI | ||
[Bioinformatics, doi:10.1093/bioinformatics/btv296] algorithms to infer possible | ||
progression models arranged as trees, or general direct acyclic graphs. | ||
Bootstrap functions to assess the parametric, non-prametric and statistical | ||
confidence of every inferred model are also provided. The package comes with | ||
some data available as well, which include the dataset of Atypical Chronic Myeloid | ||
Leukemia samples provided by Piazza et al., Nat. Genet., 45 (2013), and examples. | ||
LazyData: TRUE | ||
License: GPL (>= 3.0) | ||
URL: http://bimib.disco.unimib.it | ||
BugReports: https://github.com/BIMIB-DISCo/TRONCO | ||
biocViews: Cancer | ||
Suggests: | ||
RUnit, | ||
BiocGenerics |
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