[BioC] HELP! lmFit and duplicateCorrelation
Jenny Drnevich
drnevich at uiuc.edu
Tue Oct 9 17:48:16 CEST 2007
At 10:38 AM 10/9/2007, Tiandao Li wrote:
>Dear Jenny,
>
>I checked the MA$genes, the following is part of the list
>
>1 45Rev2-A03.g
>....
>25 45Rev2-A03.g
>...
>49 45Rev2-A03.g
>
>23 rows between 2 replicate spots, so spacing=24?
Yes.
>Thansk,
>
>Tiandao
>
>On Tue, 9 Oct 2007, Jenny Drnevich wrote:
>
>At 09:19 AM 10/9/2007, Tiandao Li wrote:
> >Hello Ido,
> >
> > Block Row Column ID Name
> >519 4 2 17 37A-C02.g P00765
> >531 4 4 17 37A-C02.g P00765
> >513 4 1 17 37A-C02.g P00765
> >
> >For 37A-C02.g, I only selected the first couple of genes from the topTable
> >list, all 4 replicate spots are printed consecutively in the same column.
>
>This is not the same as consecutively spacing in ROWS, which is what
>the default value of spacing=1 means. Your spacing is probably the
>number of spots per row on the array. Check MA$genes to see how many
>rows of the data matrix separate your duplicates.
>
>Jenny
>
>
>
> >Thanks for your reply.
> >
> >Tiandao
> >
> >On Tue, 9 Oct 2007, Ido M. Tamir wrote:
> >
> >On Tuesday 09 October 2007 01:20, Tiandao Li wrote:
> > > Hello,
> > >
> > > I had arrays with 4 replicate spots per gene. I used limma package for
> > > data analysis.
> > >
> > > > targets
> > >
> > > SlideNumber FileName Cy3 Cy5 Name
> > > Field1 1 13617731 WBM WC Field1
> > > Field2 2 13617730 WBM WC Field2
> > > Field3 3 13617724 WC WBM Field3
> > > Field4 4 13617627 WC WBM Field4
> > > Field5 5 13617626 WBM WC Field5
> > >
> > > After read in data, normalization, I used the following codes for
> > > within-array replicate spots.
> > >
> > > design <- modelMatrix(targets, ref="WC")
> > > corfit <- duplicateCorrelation(MA, design, ndups=4) # A slow computation!
> > > fit <- lmFit(MA, design, ndups=4, correlation=corfit$consensus,
> > > method="ls")
> > > fit2 <- lmFit(MA, design, ndups=4, correlation=corfit$consensus,
> > > method="robust")
> >
> >Dear Tiandao,
> >
> >unless the replicate spots are consecutive you have to give a spacing
> >argument to indicate what the replicate spots actually are.
> >If they are randomly spotted on the array, you would have to rearrange
> >them somehow and then use the appropriate spacing.
> >
> >519 4 2 17 37A-C02.g P00765
> >531 4 4 17 37A-C02.g P00765
> >
> >doesn't look as if the replicate spots are one after the other.
> >
> >HTH best wishes,
> >ido
> >
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Jenny Drnevich, Ph.D.
Functional Genomics Bioinformatics Specialist
W.M. Keck Center for Comparative and Functional Genomics
Roy J. Carver Biotechnology Center
University of Illinois, Urbana-Champaign
330 ERML
1201 W. Gregory Dr.
Urbana, IL 61801
USA
ph: 217-244-7355
fax: 217-265-5066
e-mail: drnevich at uiuc.edu
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