Four hub genes (THBS2, CTNNB1, COL4A1, and E2F3) were identified as commonly upregulated in H. pylori-positive STAD samples and were further validated as highly expressed in STAD tissues and cell lines. Here, COL4A1 is linked to gastric adenocarcinoma.