In parallel, network pharmacology analysis identified the top 10 hub genes, which included TP53, AKT1, IL6, STAT3, IL1B, EGFR, TNF, JUN, MYC, and BCL2, highlighting their central roles in GC pathogenesis and potential as therapeutic targets. Here, TNF is linked to gastric cancer.