The RNA sequencing data highlight several key proteins—HIF1A, HSP90AA1, PTGS2, MMP9, and ERBB2—which are associated with various stages of gastric cancer progression and align with established biomarkers and pathways. This evidence concerns the gene PTGS2 and gastric cancer.