This diagram illustrates the many missing pieces that contribute to niacin- and GPR109A-induced skin toxicity. Langerhans cells and keratinocytes cause vasodilation and rubor (redness), and probably calor (warmth), by producing specific prostaglandins under the influence of different COX enzymes. It is not clear, however, that rubor and calor are the symptoms that truly motivate patients to abandon therapy. Other cells may be involved in dolor, tumor, and itching, either in response to GPR109A stimulation or perhaps indirectly via GPR109A-mediated activation of Langerhans cells or keratinocytes. We propose that the latter irritative symptoms, rather than rubor and calor, drive noncompliance with niacin therapy and its discontinuation and suggest that animal and human studies focusing on these phenomena could help to improve drug tolerability.