I am combining multiple independent rnaseq datasets from the same species but different conditions and analyzing them together. I normalized the counts per dataset using calcnormfactors in edger. I will have to do a second normalization when the different datasets are combined. I rounded up the normalized counts. Is it valid to use these rounded normalized counts to another round of calcnormfactors?