In our study, interruption of KLF5 acetylation remodeled the communication between CAFs and prostate cancer cells, emerging as a pivotal factor enabling PTEN-deficient prostate cancer to overcome the progression barriers. The gene discussed is PTEN; the disease is Familial prostate cancer.