In a recent study, Zhang et al. (Immunity 2019;50:121-136) report that adipocyte atrophy in aged skin increases susceptibility to bacterial infection. Enhanced TGF-β signaling in aged adipocyte progenitor cells induces a fibrotic cell fate that lacks antimicrobial peptides produced by mature adipocytes, highlighting the importance of stromal cells as innate immune effectors.