Our MR analysis identified nine CLL-associated proteins, seven (CD177, SIGLEC5, MDGA2, LILRA1, HLA-C, MICA, PPIE) significantly increased CLL risk, while POGNT2 and CCL14 were associated with reduced risk. The gene discussed is LILRA1; the disease is B-cell chronic lymphocytic leukemia.