COL3A1 and colorectal cancer: GUCA2A plays an important role in the transformation of polyps into colorectal cancer tissue55, COL3A1 associated with colorectal cancer lymph node metastasis56 and based on our in silico analysis, these two genes were selected as hub genes and finally selected for experimental validation.