AGRN's ability to enhance lung adenocarcinoma progression by activating the Notch signalling pathway and promote the tumorigenic phenotype of thyroid cancer cells, as well as its association with immune infiltration in thyroid tumours, underscores its significance in cancer biology.30, 31, 32. This evidence concerns the gene AGRN and thyroid tumor.