[BioC] Combining A and B chips
huber at ebi.ac.uk
Fri Jul 22 12:34:11 CEST 2005
> I'm trying to integrate the results of two experiments, one involving
> moe430 A and B chips, the other moe430_2 chips.
> Hence I thought about combining AffyBatches from moe430 A and B into
> one, to get moe430_2 "equivalents".
> This is relatively easy to do after processing (i.e. at the probeset
> level), but the trick is that I would really like to do this at the
> probe level (because I would like to normalize the combined chips
> together with moe430_2 chips - not sure if this make sense by the way).
It might indeed not make sense, if you use standard normalization
methods, since in general you need a separate normalization
transformation for each array.
What I would try is to set up big linear model with appropriate array
effects (e.g. one background and one scale parameter for each array),
and come up with an efficient enough method for fitting it. I don't know
of any existing software for this - perhaps others do?
For the actual stitching the data together, you might want to check the
code in the combineAffyBatch function in the matchprobes package; while
it does not exactly do what you want, maybe some of it is reusable.
> 1) Does anyone know if there is a function written somewhere that could
> 2) Or, would it be possible to create a moe430_2 AffyBatch object from
> (I could probably read an existing chip and replace the PMs and MMs but
> that's not very elegant, is it?)
> 3) Or, if nothing else, would there be a function to do quantile
> normalization at the probeset level?
> Thanks for any ideas...
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