DESeq2: subtract effect of an isotope control before comparing to a baseline sample?
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Jad • 0
@80ce7218
Last seen 7 days ago
United States

Hello all,

I have cultured three population of cells with a different antibody treatments (X, Y, Z) and a population with one isotope control (I). We also have a baseline control (B) of cells before culturing.

Is it possible to subtract effect of the isotope control from antibody treatment before comparing to baseline:

(X - I) vs B

Additionally can I make these comparisons:

(X - I) vs (Y - I) vs (Z - I) vs B

Many thanks!

DESeq2 • 409 views
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@mikelove
Last seen 1 hour ago
United States

Think about these in terms of log counts. You want to compare the log ratio of X to I directly to the log counts of B? I'm not sure that makes sense.

Maybe think through an example gene with hypothetical counts to see what comparison you want.

Suppose X has counts of 100, I has counts of ...

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Thank you for the reply! Thinking more about this I agree it doesn't make sense to compare a log ratio to log counts. The better comparison could be:

(X - B) vs (I - B)

For an example gene 1 - X with 100 counts I with 75 counts B with 25 counts

log(100/25) - log(75/25)

Can I accomplish this comparison for all genes?

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I realize in this scenario B drops out

So in comparing X vs I, is there scenario where we can adjust for or normalize to B for both X and I without B dropping out?

Thanks in advance!

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Can you give an example with counts that demonstrates what you mean by adjust by or control for?

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