Is it possible to integrate the correlation matrix within the single omic data into the Diablo?

Or is it possible to construct a diablo model based on co-expression/co-variance networks that are from different types of data?

Thank you very much!

Hi @martina,

Your co-expression matrix would be of size p x q, where p, q are the variables from your two data sets X (n x p) and Y (n x q). Somehow that defeats the purpose given that DIABLO is trying to extract a similarity matrix between X and Y form the start!

From a theoretical perspective: we do need the input data sets to be matching on the same number of samples and your co-expression matrices wont allow that.

I understand from your question that you may not have the same matching n, and so the straight answer is: no :slight_smile: