GDF15 and chronic obstructive pulmonary disease: The other three studies investigating the relationship between GDF-15 and coronary artery calcification all involved specific patient populations: patients with chronic obstructive pulmonary disease (COPD)[16], end-stage renal disease[17], and psoriasis [18].