Specifically, SIRT1, SIRT2, SIRT6, and SIRT7 are implicated in promoting PCa progression, while SIRT5 displays a paradoxical role, simultaneously aiding DNA repair and inhibiting apoptosis, yet fostering tumor growth through androgen receptor (AR) interactions. The gene discussed is SIRT7; the disease is neoplasm.