3-mRNA (TGFBR3、KLHL40 and HOXC13) model was identified in the network and that was associated with the clinical outcome of floor of mouth cancer according to univariate and multivariate Cox proportional regression analyses. Here, KLHL40 is linked to malignant tumor of floor of mouth.