Fraction arguments for multi mapping reads in featureCounts in Rsubread
1
0
Entering edit mode
tg369 ▴ 10
@tg369-9320
Last seen 4.7 years ago
United Kingdom

I was using featureCounts function from the R package ("Rsubread"). I need to count reads which are mapped to multiple regions but want to represent that as 1/n (where n= number of alignments). However I am unable to find the argument 'fraction' in the R function featureCounts.

DEseq2 doesn't take fraction values, do you suggest to round up those values? if yes then can we implement that in featureCounts.

Thank you for your advice on the above points.

rsubread • 4.7k views
ADD COMMENT
1
Entering edit mode

Your R and/or Rsubread are probably old? Update them to the latest version and you should be able to see the 'fraction' argument.

ADD REPLY
0
Entering edit mode

I am using Rsubread_1.16.1 and updated all.

My R version is:

R version 3.1.2 (2014-10-31)

Platform: x86_64-unknown-linux-gnu (64-bit)

Still it is not working.

ADD REPLY
0
Entering edit mode

The current version of R is 3.2.2 and the current version of Rsubread is 1.20.2.

Your software is two Bioconductor releases out of date, which is why it doesn't have the latest features.

You need to update to the latest versions of R and Bioconductor, as Wei already advised you.

ADD REPLY
0
Entering edit mode

Many thanks Gordon and Wei,  that is working now after updating R version.

ADD REPLY
0
Entering edit mode

Thank you very much Gordon. 

However, I wonder why I am getting this error message:

Error in featureCounts(file = "co2a_STAR_gencodeAligned.out.sam",  : 

  unused argument (fraction = TRUE)

Please could you advice me.

ADD REPLY
2
Entering edit mode
@gordon-smyth
Last seen 1 hour ago
WEHI, Melbourne, Australia

You simply run featureCounts() with countMultiMappingReads=TRUE and fraction=TRUE.

The help page for featureCounts() says

"fraction:

logical indicating if fractional counts will be produced for multi-mapping reads. If TRUE, a fractional count, 1/n, will be generated for each reported alignment of a multi-mapping read, where n is the total number of alignments reported for that read. countMultiMappingReads must be set to TRUE when fraction is TRUE."

Both edgeR and limma accept fractional counts for analyzing RNA-seq data.

If you must round the counts, then rounding to the nearest integer (up or down) would be far better than rounding up. You can easily do this by:

fc <- featureCounts(files,countMultiMappingReads=TRUE,fraction=TRUE)
fc$counts[] <- round(fc$counts)

Note: fractional counting was introduced in Rsubread 1.20.0, so you must be using the latest release of R and Bioconductor.

ADD COMMENT
0
Entering edit mode

Is this option available for the command line version of FeatureCounts as well?    

ADD REPLY
0
Entering edit mode

Yes, it is called '--fraction'.

ADD REPLY

Login before adding your answer.

Traffic: 991 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6