COHCAP.BSSeq_V2.methyl.table: Create Percent Methylation Table from Bismark Coverage files...

In cwarden45/COHCAP: CpG Island Analysis Pipeline for Illumina Methylation Array and Targeted BS-Seq Data

Create Percent Methylation Table from Bismark Coverage files for Targeted BS-Seq data

Description

Creates percent methylation for COHCAP input (for COHCAP.annotate).

This function is not necessary for Illumina methylation array analysis.

NOTE: This does not create an annotation file. There is a script that can create an annotation file using the output of this function and an Ensembl .gtf (for hg19): *inst/extdata/Perl/downloaded_Ensembl_annotation.pl*

However, it is possible that the downloaded_Ensembl_annotation.pl script may need to be edited for other builds / organisms.

Usage

COHCAP.BSSeq_V2.methyl.table(cov.files, sampleIDs, percent.table.output,
				min.cov = 10, min.percent.observed = 0.75,
				chr.index = 1, pos.index = 2, percent.index = 4,
				methylated.count.index = 5, unmethylated.count.index = 6,
				read.gz=FALSE)

Arguments

cov.files	Array of Bismark coverage files created using 'bismark_methylation_extractor' (following Bismark alignment) Files can be compressed. However, to double-check files, please set read.gz to TRUE if using the original, compressed files.
sampleIDs	Array of sample IDs to be used as column heads in percent methylation table. Paired determined by order (which needs to be the same) in 'cov.files' and 'sampleIDs'
percent.table.output	Tab-delimited text output file for this function. This can be used as the input for COHCAP.annotate(), but an additional annotation file is also required for that function.
min.cov	Minimum coverage to list methylation at site for a given samples. Default is 10 reads. If site is present at this coverage in other samples, this value will be represented as an "NA"
min.percent.observed	Minimum percent of samples with at least 'min.cov' at a particular site. Default is 0.75 (75%)
chr.index	1-based index for chromosome in input file (element within 'cov.files' array). So, if this value is changed, function can potentially be applied to any table with all necessary values.
pos.index	1-based index for chromosome position in input file (element within 'cov.files' array). So, if this value is changed, function can potentially be applied to any table with all necessary values.
percent.index	1-based index for percent methylation in input file (element within 'cov.files' array). So, if this value is changed, function can potentially be applied to any table with all necessary values. Not strictly necessary if methylated and unmethylated counts also present, but this is currently required to be defined.
methylated.count.index	1-based index for methylated counts in input file (element within 'cov.files' array). So, if this value is changed, function can potentially be applied to any table with all necessary values.
unmethylated.count.index	1-based index for unmethylated counts in input file (element within 'cov.files' array). So, if this value is changed, function can potentially be applied to any table with all necessary values.
read.gz	Logical: are all files in 'cov.files' compressed? One value, so compression status must be the same for all files. May not be strictly necessary, but probably good to check input file type.

Value

This function creates a tab-delimited text containing methylation values for samples present in at least 'min.percent.observed' samples.

This table would be comparable to the beta input file for COHCAP.annotate().

The 1st column from this table could also be used to create an annotation file.

See Also

Bismark: http://www.bioinformatics.babraham.ac.uk/projects/bismark/

Raw Data for Demo Dataset (different samples within study described in COHCAP paper): https://www.ncbi.nlm.nih.gov/sra/SRR096437 https://www.ncbi.nlm.nih.gov/sra/SRR096438

BioPerl: https://bioperl.org/

Ensembl: https://ensembl.org

For hg19, there are steps to find and download the Ensembl .gtf are within: inst/extdata/Perl/downloaded_Ensembl_annotation.pl

Examples

library("COHCAP")

dir = system.file("extdata/BSSeq", package="COHCAP")
rep1 = file.path(dir,"SRR096437_truncated.bismark.cov")
rep2 = file.path(dir,"SRR096438_truncated.bismark.cov")

cov.files = c(rep1,rep2)
sampleIDs = c("MCF7.Rep1","MCF7.Rep2")
percent.table="BS_Seq_combined_V2.txt"

COHCAP.BSSeq_V2.methyl.table(cov.files, sampleIDs, percent.table, read.gz=FALSE, min.percent.observed = 0.45)

cwarden45/COHCAP documentation built on April 16, 2024, 3:17 a.m.