In summary, our findings not only reveal an important feedback regulation of S6K on PDK1/AKT signaling pathway by directly phosphorylating PDK1, but also provide a potential strategy to combat gain-of-function mutant PDK1-driven cancers. Here, RPS6KB1 is linked to cancer.