In this cross-sectional study of 205 women with and without breast cancer, air pollution and neighborhood socioeconomic deprivation were associated with breast adipose macrophages and crown-like structures of the breast (CLS-B), a rare inflammatory histopathologic tissue feature associated with breast cancer risk; CLS-B were also associated with downstream epigenetic changes. The gene discussed is PPIB; the disease is breast cancer.