While most studies to date point to a consistent link between lower adiponectin levels and CVD in patients with CKD, there are no interventional studies to demonstrate any benefit in increasing adiponectin levels on cardiovascular outcome in this group. The gene discussed is ADIPOQ; the disease is chronic kidney disease.