To identify COL12A1 expression level in tumor versus non-carcinoma tissue samples, limma was used to analyze TCGA-STAD, GSE13911 and GSE66229 datasets, respectively (Fig. 7A–C). This evidence concerns the gene COL12A1 and neoplasm.