In conclusion, we assume that the promotion of YTHDF3 m6A methylation regulator affects gene silence and alternative splicing patterns, activating p53 pathway and glycolysis pathway, affecting CD4 + T cells and macrophages, causing the occurrence and progression of thyroid cancer. Here, CD4 is linked to thyroid cancer.