COL1A1 and neoplasm: To further verify the results of bioinformatics analysis, the mRNA levels of the five hub genes (COL1A2, COL1A1, COL4A1, ITGA5, and THBS2) were determined in 20 paired tumor and adjacent healthy gastric tissues with qRT-PCR.