Learn R Programming

iDOS (version 1.0.1)

Integrated Discovery of Oncogenic Signatures

Description

A method to integrate molecular profiles of cancer patients (gene copy number and mRNA abundance) to identify candidate gain of function alterations. These candidate alterations can be subsequently further tested to discover cancer driver alterations. Briefly, this method tests of genomic correlates of mRNA dysregulation and prioritise those where DNA gains/amplifications are associated with elevated mRNA expression of the same gene. For details see, Haider S et al. (2016) "Genomic alterations underlie a pan-cancer metabolic shift associated with tumour hypoxia", Genome Biology, .

Copy Link

Version

Install

install.packages('iDOS')

Monthly Downloads

140

Version

1.0.1

License

GPL-2

Maintainer

Syed Haider

Last Published

March 11th, 2024

Functions in iDOS (1.0.1)

find.DE.features

find.DE.features
create.training.validation.split

create.training.validation.split
get.program.defaults

get.program.defaults
create.counts.table

create.counts.table
get.top.features

get.top.features
estimate.expression.cna.correlation

estimate.expression.cna.correlation
estimate.null.distribution.correlation

estimate.null.distribution.correlation
get.test.data

get.test.data
load.datasets

load.datasets