General normalization problem that's *similar* to microarrays.
1
0
Entering edit mode
@alex-f-bokov-627
Last seen 10.4 years ago
Hello. I am examining data from a 2D gel experiment, but my question is about a broader issue of normalization. Each gel has been stained with two different dyes, whose respective intensities report two different protein features, let's call them A and B. The quantity of interest is A/B. The data consists of two protein-by-gel matrices of intensities, and I need to normalize them. The questions is, which of the following would be the preferrable choice? 1) First do normalize.quantiles() on the A and B matrices individually and then calculate A/B. 2) First calculate A/B and then do normalize.quantiles() on that. Thank you so much!
Normalization Normalization • 830 views
ADD COMMENT
0
Entering edit mode
@wolfgang-huber-3550
Last seen 5 months ago
EMBL European Molecular Biology Laborat…
Alex Bokov ha scritto: > Hello. I am examining data from a 2D gel experiment, but my question is > about a broader issue of normalization. > > Each gel has been stained with two different dyes, whose respective > intensities report two different protein features, let's call them A and > B. The quantity of interest is A/B. The data consists of two > protein-by-gel matrices of intensities, and I need to normalize them. > The questions is, which of the following would be the preferrable choice? > > 1) First do normalize.quantiles() on the A and B matrices individually > and then calculate A/B. > 2) First calculate A/B and then do normalize.quantiles() on that. > > Thank you so much! > Dear Alex have you checked whether it actually makes a difference - and if so, in what way? Best wishes Wolfgang ---------------------------------------------------- Wolfgang Huber, EMBL-EBI, http://www.ebi.ac.uk/huber
ADD COMMENT
0
Entering edit mode
Yes, it makes a great difference-- for A/B normalized there is much less variability than for (A normalized)/(B normalized) and a lot more proteins making the significance threshold. > Dear Alex > > have you checked whether it actually makes a difference - and if so, > in what way? > > > Best wishes > Wolfgang > > ---------------------------------------------------- > Wolfgang Huber, EMBL-EBI, http://www.ebi.ac.uk/huber > . >
ADD REPLY

Login before adding your answer.

Traffic: 645 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6