To thoroughly investigate potential associations between immune cell infiltration and diagnostic biomarkers in adenomyosis, we systematically analyzed the correlations between 28 immune cell types and three diagnostic markers (LIPH, CYP2E1, and CHRNE). Here, CYP2E1 is linked to adenomyosis.