This document summarizes recent research on the role of noncoding RNAs, such as microRNAs and long noncoding RNAs, in prostate cancer progression and castration-resistant prostate cancer. It discusses how some noncoding RNAs are regulated by the androgen receptor and promote tumor growth by influencing processes like apoptosis, cell cycle, and cell invasion. The expression levels of certain microRNAs have been associated with prostate cancer diagnosis, aggressiveness, and treatment resistance. Integrative analyses of androgen receptor binding sites and regulated transcripts have provided new insights into the complex molecular mechanisms driven by noncoding RNAs in prostate cancer.