The expression levels of FABP3, PPARG, PLIN5, ACACB, and PDK4 in oral cancer samples were significantly lower than those in adjacent normal samples (all p < 0.05) and then were included in the prognosis analysis. Here, ACACB is linked to lip and oral cavity carcinoma.