After performing data quality control, we found that 33 MRGs (such as LI1, RASSF2 and IL3RA, etc.)showed the potential for disease prognosis prediction and were significantly related to survival, of which 18 genes have potential carcinogenic effects, and 15 other genes have potential cancer suppression. Here, TGM1 is linked to cancer.