Among the three common pathways (PI3K-ATK signaling pathway, Cell cycle, and Thyroid hormone signaling pathway), 22 genes were miRNA-regulated in the early-stage kidney cancer and 9 of them occurred in both subtypes. The gene discussed is TG; the disease is kidney cancer.