In a more extensive multivariate model where each risk factor was added incrementally to the base model in order of their contribution to increasing the AUC, only MC1R, number of nevi and history of non-melanoma skin cancer significantly improved the AUC for both the self-reported and physician-measured models (Table 3). This evidence concerns the gene MC1R and non-melanoma skin carcinoma.