These findings indicate that PDK1 fine-tunes metabolic balance to govern OSC stemness and tumorigenicity through, at least in part, modulating ATF3/TGF-β/Smad pathway, suggesting a potential therapeutic approach for targeting OSCs in osteosarcoma. Here, ATF3 is linked to osteosarcoma.