As a result of this bioinformatics meta-analysis, eight hub genes including COL1A2, FN1, BGN, THBS2, COL5A2, COL6A3, SPARC, and COL12A1 were identified that may play an important role in GC. This evidence concerns the gene COL12A1 and gastric cancer.