The present study suggested that DIRC3, GAP43, and LRP1B are involved in tumor suppressor activity to inhibit thyroid tumorigenesis, and their mutation may reduce the suppression of thyroid cancer risk. Here, DIRC3 is linked to thyroid cancer.