Then, MTDH silencing in radioresistant cells was applied to further investigate the impact of MTDH on regulating radiosensitivity for CRC cells.<h4>Results</h4>Machine learning analysis revealed a significant association between MTDH and radio-resistance. The gene discussed is MTDH; the disease is colorectal carcinoma.