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Guido Hooiveld
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@guido-hooiveld-2020
Last seen 3 days ago
Wageningen University, Wageningen, the …
Dear list,
I am analyzing my first 2-color array experiment (Agilent arrays).
After
reading the manual of LIMMA and the book BioC case studies, I decided
to
use LIMMA applying VSN normalization. However, to me it is not
completely clear which arguments are passed to VSN when executed from
LIMMA.
>From ?normalizeBetweenArrays i learn:
"method="vsn" uses the vsn function from the vsn package. For this
option the input object should contain raw intensities, i.e., prior to
background correction, log-transformation or any normalization. Note
that the normalized intensities are on the log-2 scale, not the log-e
scale output by the vsn function in the vsn package."
The code I ran:
targets <- readTargets("targets.txt", row.names="Name")
RG <- read.maimages(targets$FileName, source="agilent")
MA.vsn <- normalizeBetweenArrays(RG, method="vsn")
Questions:
- in the 3rd line code above, is VSN run with the argument
'backgroundsubstract=TRUE'? I am asking because by default VSN does
NOT
background subtraction, and when I explicitly state to subtract
background an error occurs:
> MA.vsn <- normalizeBetweenArrays(RG, method="vsn",
backgroundsubstract=TRUE)
Error in vsnMatrix(x = y, ...) :
unused argument(s) (backgroundsubstract = TRUE)
Error in exprs(vsnMatrix(x = y, ...)) :
error in evaluating the argument 'object' in selecting a method for
function 'exprs'
>
- Regarding this statement from ?normalizeBetweenArrays ("Note that
the
normalized intensities are on the log-2 scale, not the log-e scale
output by the vsn function in the vsn package"): does this mean that
the
raw array data is processed fully as per VSN methodology, and that
only
in the end it is converted into log2 scale? Thus that the raw
intensities present in RG are glog-transformed, which are then used
for
background correction (?; see above) and variance stabilization
normalization, and finally the VSN intensities are converted from glog
to log2 scale? Or does this mean the VSN methodology is used on log2,
and NOT glog transformed data? I assume the former, but plz correct me
if I am wrong.
TIA,
Guido
------------------------------------------------
Guido Hooiveld, PhD
Nutrition, Metabolism & Genomics Group
Division of Human Nutrition
Wageningen University
Biotechnion, Bomenweg 2
NL-6703 HD Wageningen
the Netherlands
tel: (+)31 317 485788
fax: (+)31 317 483342
internet: http://nutrigene.4t.com <http: nutrigene.4t.com=""/>
email: guido.hooiveld@wur.nl
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