MC1R and melanoma: To determine the utility of including MC1R genotype and environmental exposure measures (outdoor and indoor UV) in melanoma risk prediction, we first developed a model based on well-established patient phenotypic factors and age (Table 5, Model A), which produced an AUC of 0.72 (95% CI 0.69–0.74).