In addition, we found that there was a significant positive correlation between the PGAM1 and advanced TNM stage (Fig. 1d) and tumor proliferation marker (Ki-67 and PCNA) expression levels (Supplementary Fig. S2A, B). Here, PCNA is linked to neoplasm.