Finally, to find prognostic makers of THCA, we performed survival correlation analysis on all genes in samples of thyroid cancer patients, and finally determined five hub genes based on the log-rank value: CD47, CILP, DERA, KLHL33, PSMB8 (Supplementary Figs. 3–7). This evidence concerns the gene KLHL33 and thyroid gland carcinoma.