5a-Androstane-3a,17b-diol (3a-diol) is considered to have no androgenic effects in androgen target organs unless it is oxidized to 5a-dihydrotestosterone (5a-DHT). We used microarray and bioinformatics to identify and compare 3a-diol and 5a-DHT responsive gene in human prostate LNCaP cells. Through a procedure called 'hypervariable determination', a similar set of 30 responsive genes involving signal transduction, transcription regulation, and cell proliferation were selected in 5a-DHT-, 3a-diol-, and epidermal growth factor (EGF)-treated samples. F-means cluster and networking procedures showed that the responsive pattern of these genes was more closely related between 3a-diol and EGF than between 5a-DHT and 3a-diol treatments. We conclude that 3a-diol is capable of stimulating prostate cell proliferation by eliciting EGF-like pathway in conjunction with androgen receptor pathway.