A significant inverse association was found between albumin levels and IBD, diabetes type 2, ischemic heart disease, stroke, COPD, emphysema, CKD, hypertension, and obesity, while chronic liver disease and IBD were also significantly inversely correlated with the intermediate-density lipoprotein (IDL) particle concentration. The gene discussed is ALB; the disease is Obesity.