Computational inference of cell‐cell communications defines M2 macrophages as a major hub of signaling between immune and non‐immune cells, with IL1 signatures activated in endometrial‐type stroma and epithelial subsets, identifying these diagnostic cells within lesions as effectors of IL1 signaling in endometriosis. Here, IL1A is linked to endometriosis.