Hub gene survival analysis was performed and showed that increasing the expression of seven hub genes COL1A2, FN1, BGN, THBS2, COL6A3, SPARC, and COL12A1 significantly reduced the survival of GC patients, but this relationship was not significant for COL5A2 gene. This evidence concerns the gene COL6A3 and gastric cancer.