My teacher firmly believes that there is a gene (or a group of genes) up-regulated in the case of considering all the genes from microarray, accordingly, there must be another gene (or a group of genes) which is down-regulated. I find that this view is wrong after analysis by designing algorithms. Do you agree with my teacher's view? if not, please explain or give an example. Thank you very much.