Moreover, we analyzed one of these six genes, COL1A1. It has been reported that the COL1A1 is highly expressed not only in gastrointestinal cancers but also in other cancers, involving tumorigenesis, metastasis, and immune infiltration. The gene discussed is COL1A1; the disease is cancer.