Re: Motif enrichment analysis: Error in transfac format and background frequencies from BSGenome
Diego Diez <[email protected]> Tue, 9 Sep 2014 23:06:44 +0900
| Newsgroups | gmane.science.biology.informatics.conductor |
|---|---|
| Message-ID | <CA+zuAetL=6HWpf78j008QpRbBt3+HY5f=toGeC51GtjRVT89uA@mail.gmail.com> |
Hi deepti,
The problem is described in the error message. You have to select one
of the valid organisms (and only "dm3" is valid, so "mm9" will not
work), or pass a BSgenome object. You almost had it in the code you
sent with your first email:
> library(BSgenome.Mmusculus.UCSC.mm10)
> genome = BSgenome.Mmusculus.UCSC.mm10
> genomic.acgt = getBackgroundFrequencies("BSgenome.Mmusculus.UCSC.mm10")
You see, above you are not passing a BSgenome, but a character string.
Try removing the quotes:
genomic.acgt = getBackgroundFrequencies(BSgenome.Mmusculus.UCSC.mm10)
or, since you assigned previously BSgenome.Mmusculus.UCSC.mm10 to the
variable "genome":
genomic.acgt = getBackgroundFrequencies(genome)
HTH
Diego
On Tue, Sep 9, 2014 at 3:13 AM, deepti anand <[email protected]> wrote:
> Hi Robert,
> Thank you for example codes. I am able to extract all the 528 Mmusculus motifs from MotifDB by running the example codes you send. The code below gives me error when I try to get the A,C,G,T counts using getBackgroundFrequencies(). > prior = getBackgroundFrequencies("mm9")Error in pickGenome(organism) : Please pick one of the valid organisms: "dm3" or provide a BSgenome object of the target genome.
> I have updated version of PWMEnrich (3.6.1) installed. Could you please suggest me how to proceed with this error. I appreciate your help.
> -Dips-Date: Mon, 8 Sep 2014 18:22:28 +0100From: [email protected]
> To: [email protected]
> CC: [email protected]
> Subject: Re: [BioC] Motif enrichment analysis: Error in transfac format and background frequencies from BSGenome
>
>
>
>
>
>
>
>
> Hi Dips,
>
>
>
> If you haven't already done so, please first update to the latest
> version of PWMEnrich (in release this is 3.6.1). I would recommend
> converting the MotifDb motifs directly into PFMs that PWMEnrich
> expects. The only issue here is that MotifDb motifs come from
> different sources and are not always in the same format (i.e.
> sometimes they are probabilites, sometimes count matrices). Here
> is some example code to extract the motifs from MotifDb:
>
>
>
> # extract mouse
> motifs
>
> d = values(MotifDb)
>
> dm.sel = which(d$organism == "Mmusculus")
>
>
>
> # output list of motifs
>
> motifs = list()
>
> for(i in dm.sel){
>
> seq.count = d$sequenceCount[i]
>
> if(is.na(seq.count))
>
> seq.count = 100
>
> motifs[[length(motifs)+1]] = apply(round(MotifDb[[i]] *
> seq.count), 1:2, as.integer)
>
> }
>
>
>
> motif.names = d$geneSymbol[dm.sel]
>
> motif.ids = d$providerName[dm.sel]
>
> motif.names[is.na(motif.names)] = motif.ids[is.na(motif.names)]
>
>
>
> names(motifs) = motif.ids
>
>
>
> # get A,C,G,T counts
>
> prior = getBackgroundFrequencies("mm9")
>
>
>
> # convert to PWMenrich PWM format
>
> pwms = PFMtoPWM(motifs, id=motif.ids, name=motif.names,
> prior.params=prior)
>
>
>
> # create background distributions
>
> bg = makeBackground(pwms, "mm9")
>
>
>
> The last line is using the mm9 promoters that are built-in into
> PWMEnrich as genomic background. If you want to use a different
> set of promoter sequences (i.e. mm10), you will have to extract
> them yourself into a DNAStringSet object and pass them like this:
>
>
>
> bg =
> makeBackground(pwms, bg.seq=your_DNAStringSet_object)
>
>
>
> Cheers, Robert
>
>
>
> On 07/09/14 23:17, deepti anand wrote:
>
>
>
>
> Hi Roberts,
>
>
> Thank you for suggestion. The backgrounds available in
> PWMEnrich for mouse are in mm9 assembly (current is mm10). Also, I found that it has 329 PWMs which is
> less than current MotifDb (528 motifs). That is why I want
> to create a background with the current mouse genome and
> use 528 motifs for enrichment analysis in my gene list
> Could you please tell me how can I export the motifs in
> 'transfac ' format and get the
> background frequencies from 'BSgenome.Mmusculus.UCSC.mm10'.
>
>
>
> I would appreciate it.
>
>
>
> Dips
>
>
>
>
> > Date: Sun, 7 Sep 2014 19:38:43 +0100
>
> > From: [email protected]
>
> > To: [email protected]
>
> > CC: [email protected]
>
> > Subject: Re: [BioC] Motif enrichment analysis:
> Error in transfac format and background frequencies from
> BSGenome
>
> >
>
> >
>
> > Dear Deepti,
>
> >
>
> > If you want to use the mouse MotifDB motifs you can
> retrieve them in the
>
> > correct format for PWMEnrich here:
>
> >
>
> >
> http://bioconductor.org/packages/2.14/data/experiment/html/PWMEnrich.Mmusculus.background.html
>
> >
>
> > Cheers, Robert
>
> >
>
> > On 07/09/14 16:47, deepti anand wrote:
>
> > > Hi all,
>
> > > I am scanning a geneset for all the Mmusculus
> motifs and comparing their enrichment to genomic
> background. I am using MotifDb package to retrieve
> motifs and PWMEnrich for doing motif enrichment. I am
> getting error in the below code-
>
> > >
>
> > > 1). Get all motifs in Mmusculus from MotifDb
> in transfac format-
>
> > > In this step when exporting the motifs as
> TRANSFAC format I am getting error. Here are my codes:
>
> > >
>
> > >
>
> > >> motifs.denovo = query(MotifDb,
> 'Mmusculus')
>
> > >>
> export(motifs.denovo,con='MotifDBFile',format='transfac')
>
> > > Error in cat(list(...), file, sep, fill,
> labels, append) :
>
> > > argument 1 (type 'closure') cannot be handled
> by 'cat'
>
> > >
>
> > >
>
> > >
>
> > > 2). Convert count matrices into PWMs: In this
> step the error is in getting the background frequencies
> from Mmusculus BSgenome. Here are my code:
>
> > >
>
> > >
>
> > >> library(BSgenome.Mmusculus.UCSC.mm10)
>
> > >> genome = BSgenome.Mmusculus.UCSC.mm10
>
> > >> genomic.acgt =
> getBackgroundFrequencies("BSgenome.Mmusculus.UCSC.mm10")
>
> > > Error in pickGenome(organism) :
>
> > > Please pick one of the valid organisms: "dm3"
> or provide a BSgenome object of the target genome.
>
> > >
>
> > >
>
> > > I would appreciate any help
>
> > >
>
> > >
>
> > > Dips
>
> > > [[alternative HTML version deleted]]
>
> > >
>
> > >
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>
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