constructBins: Construct bin-level ChIP-sep data from an aligned read file

In mosaics: MOSAiCS (MOdel-based one and two Sample Analysis and Inference for ChIP-Seq)

Description

Preprocess and construct bin-level ChIP-sep data from an aligned read file.

Usage

constructBins( infile=NULL, fileFormat=NULL, outfileLoc="./", 
    byChr=FALSE, useChrfile=FALSE, chrfile=NULL, excludeChr=NULL, 
    PET=FALSE, fragLen=200, binSize=200, capping=0, perl = "perl" )

Arguments

infile	Name of the aligned read file to be processed.
fileFormat	Format of the aligned read file to be processed. Currently, constructBins permits the following aligned read file formats for SET data (PET = FALSE): "eland_result" (Eland result), "eland_extended" (Eland extended), "eland_export" (Eland export), "bowtie" (default Bowtie), "sam" (SAM), "bam" (BAM), "bed" (BED), and "csem" (CSEM). For PET data (PET = TRUE), the following aligned read file formats are allowed: "eland_result" (Eland result), "sam" (SAM), and "bam" (BAM).
outfileLoc	Directory of processed bin-level files. By default, processed bin-level files are exported to the current directory.
byChr	Construct separate bin-level file for each chromosome? Possible values are TRUE or FALSE. If byChr=FALSE, bin-level data for all chromosomes are exported to one file. If byChr=TRUE, bin-level data for each chromosome is exported to a separate file. Default is FALSE.
useChrfile	Is the file for chromosome info provided? Possible values are TRUE or FALSE. If useChrfile=FALSE, it is assumed that the file for chromosome info is not provided. If useChrfile=TRUE, it is assumed that the file for chromosome info is provided. Default is FALSE.
chrfile	Name of the file for chromosome info. In this file, the first and second columns are ID and size of each chromosome, respectively.
excludeChr	Vector of chromosomes that will be excluded from the analysis. This argument is ignored if useChrfile=TRUE.
PET	Is the file paired-end tag (PET) data? If PET=FALSE, it is assumed that the file is SET data. If PET=TRUE, it is assumed that the file is PET data. Default is FALSE (SET data).
fragLen	Average fragment length. Default is 200. This argument is ignored if PET=TRUE.
binSize	Size of bins. Default is 200.
capping	Maximum number of reads allowed to start at each nucleotide position. To avoid potential PCR amplification artifacts, the maximum number of reads that can start at a nucleotide position is capped at capping. Capping is not applied if non-positive value is used for capping. Default is 0 (no capping).
perl	Name of the perl executable to be called. Default is "perl".

Details

Bin-level files are constructed from the aligned read file and exported to the directory specified in outfileLoc argument. If byChr=FALSE, bin-level files are named as [infileName]_fragL[fragLen]_bin[binSize].txt for SET data (PET = FALSE) and [infileName]_bin[binSize].txt for PET data (PET = TRUE). If byChr=TRUE, bin-level files are named as [infileName]_fragL[fragLen]_bin[binSize]_[chrID].txtfor SET data (PET = FALSE) and [infileName]_bin[binSize]_[chrID].txt for PET data (PET = TRUE), where chrID is chromosome IDs that reads align to. These chromosome IDs are extracted from the aligned read file.

If the file for chromosome information is provided (useChrfile=TRUE and chrfile is not NULL), only the chromosomes specified in the file will be considered. Chromosomes that are specified in excludeChr will not be included in the processed bin-level files. excludeChr argument is ignored if useChrfile=TRUE. Constructed bin-level files can be loaded into the R environment using the method readBins.

constructBins currently supports the following aligned read file formats for SET data (PET = FALSE): Eland result ("eland_result"), Eland extended ("eland_extended"), Eland export ("eland_export"), default Bowtie ("bowtie"), SAM ("sam"), "bam" (BAM), BED ("bed"), and CSEM ("csem"). For PET data (PET = TRUE), the following aligned read file formats are allowed: "eland_result" (Eland result), "sam" (SAM), and "bam" (BAM).

If input file format is neither BED nor CSEM BED, this method retains only reads mapping uniquely to the reference genome.

Value

Processed bin-level files are exported to the directory specified in outfileLoc.

Author(s)

Dongjun Chung, Pei Fen Kuan, Rene Welch, Sunduz Keles

References

Kuan, PF, D Chung, JA Thomson, R Stewart, and S Keles (2011), "A Statistical Framework for the Analysis of ChIP-Seq Data", Journal of the American Statistical Association, Vol. 106, pp. 891-903.

Chung, D, Zhang Q, and Keles S (2014), "MOSAiCS-HMM: A model-based approach for detecting regions of histone modifications from ChIP-seq data", Datta S and Nettleton D (eds.), Statistical Analysis of Next Generation Sequencing Data, Springer.

See Also

readBins, BinData.

Examples

## Not run: 
library(mosaicsExample)

constructBins( infile=system.file( file.path("extdata","wgEncodeBroadHistoneGm12878H3k4me3StdAlnRep1_chr22_sorted.bam"), package="mosaicsExample"), 
    fileFormat="bam", outfileLoc="./", 
    byChr=FALSE, useChrfile=FALSE, chrfile=NULL, excludeChr=NULL, 
    PET=FALSE, fragLen=200, binSize=200, capping=0 )
constructBins( infile=system.file( file.path("extdata","wgEncodeBroadHistoneGm12878ControlStdAlnRep1_chr22_sorted.bam"), package="mosaicsExample"), 
    fileFormat="bam", outfileLoc="./", 
    byChr=FALSE, useChrfile=FALSE, chrfile=NULL, excludeChr=NULL, 
    PET=FALSE, fragLen=200, binSize=200, capping=0 )

binHM <- readBins( type=c("chip","input"),
    fileName=c( "./wgEncodeBroadHistoneGm12878H3k4me3StdAlnRep1_chr22_sorted.bam_fragL200_bin200.txt",
    "./wgEncodeBroadHistoneGm12878ControlStdAlnRep1_chr22_sorted.bam_fragL200_bin200.txt" ) )
binHM

## End(Not run)

mosaics documentation built on Nov. 8, 2020, 6:59 p.m.