The MIS was positively correlated with age, the number of hospitalizations, the presence of atherosclerosis, ferritin, IL-6, TNF-α, CRP and MIAS and inversely correlated with the BMI, albumin, prealbumin, hemoglobin, transferrin, creatinine and blood phosphorus (Table 5). The gene discussed is IL6; the disease is atherosclerosis.