Normalization in Chr X and Y
Can you please let me know how the normalization happens in specific to sex chromosomes and if it is any different from the autosomal chromosomes?
Also, why are you taking a factor of 2 in line 101 in the R script cnSegments.R?
##convert means back out of log space into absolute copy number
segs$seg.mean=(2^segs$seg.mean)*2
to convert from log2 copy number to absolute (2 = cn neutral, 1 = loss, etc), that's the formula
The normalization for GC content and mapability is applied to both autosomes and sex chromosomes in the same manner
I have two more questions and it would be great if you could answer them as well:
- The output that I got for the copycat was in the log values (decimal) and not absolute values in the 5th column of the "alts.paired.dat or segs.paired.dat" file
- In the 5 column output file "alts.paired.dat or segs.paired.dat", what is the 4th column for? When I checked the R script used, I found it stands for #probes. So what exactly is meant by probes in the CNV context?
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the output is expressed in terms of copy number, where 2 equals CN neutral. There may be many factors that cause the CN to be something other than integer values (tumor purity, subclonal events, or just plain noise)
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The 4th column is the number of consecutive windows included in the segment