Recently a study was conducted[1] which sought to investigate the role of topical tretinoin in prevention of skin cancers. During the course of the trial, the authors found an inexplicable, surprising, but significant finding; that patients who applied tretinoin had greater mortality. This lead to stoppage of the trial. This finding is of significance to practicing dermatologists and is being analyzed in this commentary.