In conclusion, we identify Mac‐InflamAP as a disease‐specific inflammatory macrophage subpopulation that integrates TNF‐mediated MEL inhibition with enhanced antigen presentation to T cells, thereby sustaining vitiligo‐associated autoimmunity. Here, TNF is linked to vitiligo.