
I have 4 control and 4 treated samples of RNA seq data, for generating gene expression network should i consider adding  the normalised counts of control samples in the gene expression matrix?
Yes, you would tend to include all of the group when making a coexpression network. You need larger sample numbers to make a reliable network anyway, so you can only achieve that by including all of your samples.