By employing scRNA-seq, WGCNA, and LASSO diagnostic model development methodologies, DES, GREM1, MBNL1, and AEBP1 were identified as pivotal core genes in endometriosis that display notable associations with tissue stem cell marker genes. The gene discussed is AEBP1; the disease is endometriosis.