The problem of gene expression profiling is validation. Multi-parameter classifications invalidate classic statistical tests due to multiple testing and constantly changing sets of classifier genes. Once the new taxonomy arrives (i.e. hypotheses is generated) it should be locked as such and then validated using classical statistics against currently used taxonomy (not a null hypothesis!!) on a totally independent cohort of clinical samples.