Inverse MR analysis revealed a potential positive correlation between genetically predicted MPN and levels of the cytokines IL-10, MIG, and RANTES, with MPN promoting slightly elevated levels of the aforementioned cytokines, which is consistent with observational findings [9, 45–47]. Here, CXCL9 is linked to myeloproliferative disorder.