This study will divide patients into two sections, and eligible patients will be enrolled. Patients with locally advanced prostate cancer or oligo-metastatic prostate cancer were divided into geranium combined androgen deprivation therapy group and androgen deprivation therapy group according to a computer-generated random sequence. In the treatment group, except for continuous androgen deprivation treatment, geranium geranium decoction was taken orally every day; The control group only received continuous androgen deprivation therapy, and the usage was the same as the treatment group. After starting the intervention, all patients should be followed up in our hospital 7, 14, 28, 56, 84 days after treatment to review blood PSA and other indicators. At the end of the treatment, imaging examinations were followed up and radical prostatectomy was performed 3 weeks later (±7 days).