A univariate Mendelian randomization study confirmed a causal association between the three positive results of immunophenotypes (CD11c+ HLA-DR++ cDC, HLA-DR on plasmacytoid DC, and HLA-DR on DC) and the development of breast cancer, and that there was no significant effect of reverse MR analysis. This evidence concerns the gene ITGAX and breast cancer.