Five survival‐related genes, TMEM63C, COL5A1, LOXL1, ADAMTS2, and LYSMD3 were identified; the expression of COL5A1 and LOXL1 was upregulated in PTC tissues and may be related to OS and PFS of thyroid cancer patients. This evidence concerns the gene LOXL1 and thyroid cancer.