In the study of Liu et al. (2020), overexpression of PPAT (Phosphoribosyl pyrophosphate amidotransferase) significantly promotes tumor cell proliferation and invasion via activating pyruvate kinase (PK, which related to HAGH). This evidence concerns the gene PPAT and neoplasm.