Thank you Akhil, this makes sense. The the paper they uses Transcripts per Million (TPM) count from RNA-seq in calculating the score.
The data I'm looking at is a normalized Affy microarray experiment, but I can get the relative signal intensity as well. I am skeptical, however, of using this measurement for a microarray due to the statistical noise. I do like your z-scoring approach which I'm guessing is:
- Calculate the z-score for each row value.
- Average the resulting z-scores for each sample between the two gene samples
Thank you for your help.