The association was strongest in elderly patients, in those with chronic inflammatory disorders, and those with chronic kidney disease, where GDF-15 correlated with CIMT, atherosclerotic plaque, or coronary calcification. This evidence concerns the gene GDF15 and chronic kidney disease.