As validation of the proposed model, they investigated the expression of LOX and COL1A1 genes in human TC by using two public datasets [6,11] and confirmed their upregulation in thyroid tumors as well as the association with BRAF mutation, but not RAS mutation. The gene discussed is COL1A1; the disease is thyroid tumor.