There is an international need for non-animal approaches to identify potential skin sensitizers. While defined approaches (DAs) are accepted for making a binary prediction of whether or not a substance might be a skin sensitizer (as described in OECD Guideline 497), there remains a need for non-animal approaches for quantitative prediction of skin sensitizer potency.