PHGDH and neoplasm: PHGDH functions as a multidimensional signaling hub where non-canonical activities and tissue-specific dependencies converge through spatially organized interactomes and PTMs, driving context-dependent tumor progression, stemness, and therapy resistance (Fig. 2).