The sensitivity analyses consistently yielded similar results for these immunophenotypes.<h4>Conclusions</h4>Our analyses confirmed a potential causal effect of HLA-DR on CD14 + CD16- monocyte, as well as CD11b on basophils, in relation to the risk of allergic purpura. This evidence concerns the gene ITGAM and Henoch-Schoenlein purpura.