Despite these efforts, our results suggest that GDF-15, in line with its low specificity, is more strongly associated with general clinical risk factors, especially diabetes and LDL cholesterol levels, than with specific indicators of atherosclerotic burden or cardiac dysfunction. The gene discussed is GDF15; the disease is diabetes mellitus.