Notably, the VEGF signaling pathway, crucial in CRC progression, was enriched among the ten hub genes (AKT1, PGR, PTGS2, MMP9, PARP1, GSK3B, SRC, EGFR, ESR1 and KDR). The gene discussed is PARP1; the disease is colorectal carcinoma.