The study included 813,801 human subjects from different environments in Europe and the nutrigenetic effect of vitamin D was clearly studied by determining the various signaling pathways involved in mutation to K-Ras and epidermal growth factor receptors as well as proteins involved in metastasis and proliferation of cancers such as the dysregulation of Wnt/β-catenin. This evidence concerns the gene EGFR and cancer.