BisRNA-package: Analysis of RNA Cytosine-5 Methylation from bisulfite...

In BisRNA: Analysis of RNA Cytosine-5 Methylation

Description

BisRNA analyses non-conversion of bisulfite-treated RNA of a set of samples, in order to distinguish actual cytosine-5 methylation marks from artifacts. Calculations are done as follows:

• each sample's ratio (Poisson parameter / coverage) is determined, assuming a null Poisson distribution (RNAmeth.poisson.par),

• non-conversion p-values are calculated for each sample (RNAmeth.poisson.test),

• combined non-conversion p-values and standard error of the non-conversion ratios are calculated on the intersection of the set of samples samples.combine.

A small non-conversion p-value points to methylation of a RNA cytosine, or another event blocking bisulfite conversion.

Examples

 ## Load data
 data(Bisdata,package="BisRNA")

 ## Ratio (Poisson parameter / coverage), derived p-values, 
 #  adjusted for multiple testing using either BH (here), or IHW if available.
 lambda1 <- RNAmeth.poisson.par(Bisdata1)$estimate
 BisXP1  <- RNAmeth.poisson.test(Bisdata1,lambda1,method="BH")
 #
 lambda2 <- RNAmeth.poisson.par(Bisdata2)$estimate
 BisXP2  <- RNAmeth.poisson.test(Bisdata2,lambda2,method="BH")
 #
 lambda3 <- RNAmeth.poisson.par(Bisdata3)$estimate
 BisXP3  <- RNAmeth.poisson.test(Bisdata3,lambda3,method="BH")

 ## Combined p-values ; median and standard error of
 ## bisulfite non-conversion ratio
 BisXP.combined <- samples.combine(BisXP1,BisXP2,BisXP3)

BisRNA documentation built on May 2, 2019, 2:35 a.m.