In this study, the cellular FA uptake genes CAV1 and CD36 were found to be amplified in metastatic tumors, their gene expression patterns were consistently associated with EMT scores across multiple cancer types and emerged as members of the predictive gene signature. This evidence concerns the gene CAV1 and cancer.