PGK1 promotes tumor cell proliferation by inhibiting autophagy-mediated cell death through PRAS40 under normoxia (Fig. 3–6, S3–5), while shifting the binding partner from PRAS40 to Beclin1 to improve autophagy under hypoxia (Fig. 6). Here, AKT1S1 is linked to neoplasm.