PGAM1 and neoplasm: Supporting this hypothesis, protein-protein interaction networks and epigenetic regulatory analyses revealed that SEC61G, PGAM1, and UBE3C are closely linked in processes such as protein ubiquitination and tumor metabolic regulation (Supplementary Figure 2B).