TYMS and hepatocellular carcinoma: In conclusion, the MR-based radiomics nomogram, a noninvasive prediction tool that incorporates the Rad score and InAFP, shows favourable predictive efficacy for TYMS status in HCC, which might be helpful for the selection of chemotherapy drugs and the prediction of prognosis.