Prostate cancer (PCa) remains a significant health concern for males, and serum/glucocorticoid-regulated kinase-1 (SGK1) plays a crucial role in its pathogenesis. This provides a promising target for the development of novel therapies against PCa. Herein, we reported the structural optimization of the hit compound H1, which was discovered in our previous work as an SGK1 inhibitor. Based on docking research for the active binding conformation of compound H1, a series of novel 4-trifluoromethyl quinoline derivatives were developed by replacing the 6-methoxy group in the quinoline skeleton of compound H1 with a larger aryl ring to occupy the hinge region of SGK1. Among them, compound 12f showed the strongest SGK1 inhibitory potency, with an IC