Furthermore, the pivotal nodes of the lncRNA–mRNA interaction network, including NEAT1, PGAP1, FKBP5 and CDON, were also validated by qRT–PCR and found to be downregulated in the EMPD tumor group (Fig. 5B). Here, PGAP1 is linked to neoplasm.