In another study, they also found that combining a panel of proteins including ANXA1, ENO1, DJ-1, SOD, and CRNN for preoperative diagnosis of thyroid cancer to avoid unnecessary thyroidectomy 21. The gene discussed is ENO1; the disease is thyroid cancer.