Overall, both mutational signature analysis in this study and earlier studies exhibited that mistranslation mutations of BRAF gene in thyroid carcinoma mutations play a pivotal role in thyroid carcinogenesis. The gene discussed is BRAF; the disease is thyroid gland carcinoma.