In vitro studies suggest that IGFBP-3, which potentiates EGFR signaling via activation of SphK1, is a driver of proliferation in these tumors and its measurement in tumor tissue should be evaluated as a potential biomarker of drug combination efficacy. This evidence concerns the gene SPHK1 and neoplasm.