By combining pathogenicity prediction of mutations and the functional research progress of each gene, we ultimately focused on a novel missense mutation in the PPP4R3A gene and confirmed its association with the pathogenicity of thyroid cancer through subsequent functional assays. This evidence concerns the gene PPP4R3A and thyroid cancer.