We provide evidence for genome-wide genetic correlations between LOY and LOX, LOY and MPN, autosomal mCAs and MPN, as well as between CHIP and MPN, suggesting shared biologic mechanisms promoting or predisposing to the development and clonal expansion of different CH types. The gene discussed is LOX; the disease is myeloproliferative neoplasm.