Due to the strong magnitude of association between variants in IRF4 and both hair loss and pigmentation, it is difficult to determine the type of genetic pleiotropy (vertical or horizontal) exerted by this variant on MPB and skin cancers (i.e. whether the association between IRF4 on skin cancers were through change in baldness). This evidence concerns the gene IRF4 and skin cancer.