Therefore, SMYD3 and ITGB6 could stimulate the TGFβ1/Smad3 pathway and regulate the expression of N-cadherin, Snail, Vimentin, E-cadherin in ovarian cancer spheroids and promote the EMT process. The gene discussed is SMAD3; the disease is ovarian cancer.