[BioC] On the validity of print-tip loess normalisation
michael watson (IAH-C)
michael.watson at bbsrc.ac.uk
Wed Jun 9 15:51:25 CEST 2004
Dear All
I have just seen a result which makes me either suspect the validity of
print-tip loess normalisation, or wonder if there is a bug in
bioconductor.
I am performing print-tip loess normalisation on a dataset which I have
already performed background correction on outside of bioconductor.
Here is my code:
> dataset[2896,1]@maRf
chick1a_chick1.21406.bgc
[1,] 6
> dataset[2896,1]@maRb
chick1a_chick1.21406.bgc
[1,] 0
> dataset[2896,1]@maGf
chick1a_chick1.21406.bgc
[1,] 228
> dataset[2896,1]@maGb
chick1a_chick1.21406.bgc
[1,] 0
> maM(dataset[2896,1])
chick1a_chick1.21406.bgc
[1,]
> ma <- maNorm(dataset, norm='printTipLoess')
-5.247928
> ma[2896,1]@maM
chick1a_chick1.21406.bgc
[1,] 5.169925
As can be seen, my raw Cy5 value is 6 and the raw Cy3 value is 228. My
raw ratio is 6/228 = 0.026, and my raw log2(ratio) is -5.2479. All is
as expected.
But how on earth has the normalisation method turned my normalised ratio
to +5.169???? I clearly have a spot here which, if anything, is
down-regulated in the Cy5 channel. Yet my normalised log ratio comes
out at +5 - which suggests a 32-fold increase in the Cy5 channel, from
data where cy5=6 and cy3=228.
I find this result pretty hard to accept....
Thanks in advance for the help
Mick
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