Additionally, high PGK1 expression is significantly associated with poor prognostic features, including low differentiation, advanced TNM staging, lymph node metastasis, and tumor diameter ≥1.0 cm, reinforcing the critical role of PGK1 in the progression of thyroid papillary carcinoma. Here, PGK1 is linked to neoplasm.