Our findings contribute to the potential application of PPP4R3A as a molecular diagnostic marker in FNMTC, providing new insights into the diagnosis and intervention of FNMTC. The gene discussed is PPP4R3A; the disease is familial papillary or follicular thyroid carcinoma.