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calmate: Improved Allele-Specific Copy Number of SNP Microarrays for Downstream Segmentation

The CalMaTe method calibrates preprocessed allele-specific copy number estimates (ASCNs) from DNA microarrays by controlling for single-nucleotide polymorphism-specific allelic crosstalk. The resulting ASCNs are on average more accurate, which increases the power of segmentation methods for detecting changes between copy number states in tumor studies including copy neutral loss of heterozygosity. CalMaTe applies to any ASCNs regardless of preprocessing method and microarray technology, e.g. Affymetrix and Illumina.

Citing calmate

Whenever using the calmate package or the CalMaTe method, please cite:

  • M. Ortiz-Estevez, A. Aramburu, H. Bengtsson, P. Neuvial, and A. Rubio, CalMaTe: A method and software to improve allele-specific copy number of SNP arrays for downstream segmentation, Bioinformatics, Volume 28, Issue 13, 2012, Pages 1793-1794, doi:10.1093/bioinformatics/bts248

Installation

R package calmate is available on CRAN and can be installed in R as:

install.packages("calmate")

Pre-release version

To install the pre-release version that is available in Git branch develop on GitHub, use:

remotes::install_github("HenrikBengtsson/calmate", ref="develop")

This will install the package from source.

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Install

install.packages('calmate')

Monthly Downloads

270

Version

0.13.0

License

LGPL (>= 2.1)

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Last Published

March 8th, 2022

Functions in calmate (0.13.0)

fitCalMaTe.matrix

Calibrates SNP loci according to the CalMaTe method
calmate-package

Package calmate
CalMaTeCalibration

The CalMaTeCalibration class
calmateByThetaAB.array

Normalize allele-specific copy numbers (CA,CB)
calmateByTotalAndFracB.array

Normalize allele-specific copy numbers (total,fracB)
fitCalMaTeInternal

Algorithms to fit the CalMaTe model for a single SNP
Non-documented objects

Non-documented objects
fitCalMaTeCNprobes.matrix

Normalizes non-polymorphic copy number loci according to the CalMaTe method
thetaAB2TotalAndFracB.array

Converts an Jx2xI array between (thetaA,thetaB) and (total,fracB) formats