This study interrogated the single‐cell transcriptome of immune cells across multiple anatomical sites in ovarian cancer patients and identified a novel subset of macrophages that are enriched in ascites and overexpressed the lipid droplet protein PLIN2. Here, PLIN2 is linked to ovarian carcinoma.