interest {IntEREst} | R Documentation

## Wrapper function: Parallel run

### Description

A read summarization function that countsns all the reads mapping to the introns/exons based on the users detailed parameter settings. The process can be run in parallel on multiple computing cores to improve it performance.

### Usage

    interest( bamFileYieldSize=1000000, bamFile, isPaired,
    	isPairedDuplicate=FALSE, isSingleReadDuplicate= NA, reference,
    	referenceGeneNames, referenceIntronExon, repeatsTableToFilter=c(),
    	junctionReadsOnly=FALSE, outFile, logFile="",
    	returnObj= FALSE, method=c("IntRet","ExEx"),
    	clusterNo=NULL, bpparam, appendLogFile=FALSE, sampleName="",
    	scaleLength= c(TRUE,FALSE), scaleFragment= c(TRUE,TRUE))

### Arguments

`bamFileYieldSize` | Maximum number of pair reads in the temprorary files created as the result of dividing the input .bam file.
`bamFile` | Path of the input bam file.
`isPaired` | Whether the bam file is the result of a paired end sequencing read mapping (TRUE) or not (FALSE).
`isPairedDuplicate` | Whether extract only (if set TRUE), filter (FALSE) or include (if set NA) PCR dupplicates for paired mapped reads. It uses the FLAG field in the bam file to filter the duplicate read. If the mapping software does not support detection and flaging the duplicate reads `dedup` tool of `BamUtil` or `MarkDuplicates` of `Picard` tools could be used.
`isSingleReadDuplicate` | Whether extract only (if set TRUE), filter (FALSE) or include (if set NA) PCR dupplicates for single mapped reads.
`reference` | Dataframe to be used as reference; It should at least contain three same-size vectors with the tag names `chr`, `begin`, and `end` which describe the exons and introns genome coordinates. It also accepts a `GRanges` object. To build a new reference check the `referencePrepare` function.
`referenceGeneNames` | A vector with the same size as the row-size of the reference which includes the gene names of the reference.
`referenceIntronExon` | A vector with the same size as the row-size of the reference with values "intron" and "exon" describing which (intron or exon) each row of the reference represents.
`repeatsTableToFilter` | A data.frame table with similar stucture to the `reference`. It includes `chr`, `begin`, and `end` columns. If defined, all reads mapped to the described regions would be ingnored and the Intron/exon lengths would be corrected to exclude the to exclude the regions with repetitive DNA sequences. See `getRepeatTable`.
`junctionReadsOnly` | Whether only consider the Intron-Exon or Exon-Exon junction reads and ignore the reads that fully map to exons or introns. By default this argument is set as FALSE.
`outFile` | The name or path of the result file.
`logFile` | The log file path; if defined log information are written to the log file.
`returnObj` | If set `TRUE` in addition to making result text files, the results would also be returned as an object of class `SummarizedExperiment`.
`method` | A vector describing the methods to use; i.e. whether estimate Intron retention (`"IntRet"`) or Exon-Exon junction (`"ExEx"`) levels or both. By default it returns both.
`clusterNo` | Number of parallel cluster nodes. As default (clusterNo=NULL) the total number of CPUs that are available in the cluster would be used.
`bpparam` | An optional `BiocParallelParam` instance defining the parallel back-end to be used.
`appendLogFile` | Whether log information should be appended to the `logFile`. It is set `FALSE` by default.
`sampleName` | The name of the sample being analyzed. It will be included in the returned object if `returnObj` is `TRUE`.
`scaleLength` | A vector constructed of TRUE/FALSE values, same size as the `method argument`. It indcates whether the retention levels of the intron/exons should be scaled to their lengths.
`scaleFragment` | A vector constructed of TRUE/FALSE values, same size as the `method argument`. It indcates whether the retention levels of the intron/exons should be scaled to the sum of retention levels (i.e. mapped fragments) over the genes.

### Value

If `returnObj` is set `TRUE` in addition to making result text files, dependant on whether a single or two `method` is defined, the results would be returned as a single object of class `SummarizedExperiment` or as a list of size 2 which includes 2 objects of class `SummarizedExperiment` one for IntRet and the other for ExEx.

### Author(s)

Ali Oghabian

### See Also

`interest.sequential`.

### Examples

    # Creating temp directory to store the results
    outDir<- file.path(tempdir(),"interestFolder")
    dir.create(outDir)
    outDir<- normalizePath(outDir)

    # Loading suitable bam file
    bamF <- system.file("extdata", "small_test_SRR1691637_ZRSR2Mut_RHBDD3.bam",
    	package="IntEREst", mustWork=TRUE)

    # Choosing reference for the gene RHBDD3
    ref= u12[u12[,"gene_name"]=="RHBDD3",]

    test= interest(
    	bamFileYieldSize=10000,
    	bamFile=bamF,
    	isPaired=TRUE,
    	isPairedDuplicate=FALSE,
    	isSingleReadDuplicate=NA,
    	reference=ref,
    	referenceGeneNames=ref[,"ens_gene_id"],
    	referenceIntronExon=ref[,"int_ex"],
    	repeatsTableToFilter=c(),
    	outFile=paste(outDir,
    	    "interestRes.tsv", sep="/"),
    	logFile=paste(outDir,
    	    "log.txt", sep="/"),
    	method=c("IntRet","ExEx"),
    	junctionReadsOnly=FALSE,
    	clusterNo=1,
    	returnObj=TRUE,
    	scaleLength= c(TRUE,FALSE),
    	scaleFragment= c(TRUE,TRUE)
    )

    test

[Package IntEREst version 1.2.2 Index]