Command line or python RNA-seq read simulator
0
0
Entering edit mode
13 months ago

Does anyone have any good recommendations for an RNA-seq read simulator, that will simulate raw RNA-seq reads from a transcript level quantification, that includes proper modelling of illumina error distributions and runs on the command line or in python. (I know about polyester, which is R based, but this is for an undergraduate student who doesn't know R and doesn't have time to learn).

If necessary I will write a wrapper for Polyester for them to use, but I'd rather I didn't have to take that solution.

simulation RNA-seq • 1.3k views
ADD COMMENT
0
Entering edit mode

Not python but randomreads.sh from BBMap may fit the bill.

ADD REPLY
0
Entering edit mode

Do you know where I might find documation for this? I can't seem to find it on the main bbtools page?

ADD REPLY
1
Entering edit mode

Note that if you want RNA-seq reads from randomreads you should use a transcriptome reference. Furthermore, add the "metagenome" flag, which despite the name, is described in the documentation as:

metagenome=f    Assign scaffolds a random exponential coverage level,
                to simulate a metagenomic or RNA coverage distribution.

Note that "metagenome=f" is the default (false) so to enable it you would add "metagenome" or "metagenome=t" which are equivalent.

ADD REPLY
0
Entering edit mode

If you run randomreads.sh without any options you will see extensive in-line help.

ADD REPLY
0
Entering edit mode

Unforunately I don't see a way to simulate different expression levels for different transcripts in this script.

ADD REPLY
0
Entering edit mode

Can ART not do this?

ADD REPLY
0
Entering edit mode

ART doesn't allow you to simulate different genes having different expression levels.

ADD REPLY
0
Entering edit mode

i.sudbery GPT came up with these options.

http://alumni.cs.ucr.edu/~liw/rnaseqreadsimulator.html
https://github.com/itmat/CAMPAREE

Both allow you to assign values to transcripts.

ADD REPLY
0
Entering edit mode

rnaseqreadsimulator is python 2.7 and looks long unmaintained. CAMPAREE looks more promising, but the documentation is lacking, and neither I nor the student have time to be working out how it works.

ADD REPLY

Login before adding your answer.

Traffic: 2262 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