In this study, β2-microglobulin levels were independently associated with cardiovascular events, which were a composition of traditional major cardiovascular events plus peripheral ischemia and surgical procedures for PVD in pre-dialytic CKD patients [34]. The gene discussed is HLA-G; the disease is chronic kidney disease.