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##################################### | |
## Quality Trimming of FASTQ Reads ## | |
##################################### | |
## Author: Thomas Girke | |
## Last update: May 30, 2016 | |
## Usage of below function combined with preprocessReads form systemPipeR: | |
# qcTrim <- "qualityTrimming(fq, phred_cutoff=20, cutoff_occurrences=1, N_cutoff=1, minreadlength=100)" | |
# preprocessReads(args=args, Fct=qcTrim, batchsize=100000, overwrite=TRUE, compress=TRUE) | |
## Arguments: | |
## phred_cutoff: min Phred score to trigger tail trimming | |
## cutoff_occurences: min number of Phred score cutoff violations to trigger tail trimming | |
## N_cutoff: after tail trimming reads with >=N_cutoff Ns are entirely removed | |
## minreadlength: reads below the assigned length threshold are removed | |
qualityTrimming <- function(fq, phred_cutoff, cutoff_occurrences, N_cutoff, minreadlength) { | |
fq <- trimTails(fq, k=cutoff_occurrences, a=rawToChar(as.raw(phred_cutoff+33)), successive=FALSE) | |
fq <- fq[width(fq)>=minreadlength] # Read length filter | |
filter <- compose(nFilter(threshold=N_cutoff)) | |
fq <- fq[filter(fq)] | |
return(fq) | |
} |
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