Considering these limitations in detecting TS expression level from tumor samples, predicting TS expression level based on clinicoradiologic factors determined in non-invasive studies such as CT or PET/CT images of the NSCLC patients is of great clinical importance. The gene discussed is TYMS; the disease is neoplasm.