The landscape of incident disease risk for the biomarker GlycA and its mortality stratification in angiography patients
Scott C. Ritchie,
Pekka J. Karhunen,
Posted 12 Mar 2018
bioRxiv DOI: 10.1101/280677 (published DOI: 10.1161/CIRCGEN.118.002234)
Posted 12 Mar 2018
Integration of systems-level biomolecular information with electronic health records has led to the discovery of robust blood-based biomarkers predictive of future health and disease. Of recent intense interest is the GlycA biomarker, a complex nuclear magnetic resonance (NMR) spectroscopy signal reflective of acute and chronic inflammation, which predicts long term risk of diverse outcomes including cardiovascular disease, type 2 diabetes, and all-cause mortality. To systematically explore the specificity of the disease burden indicated by GlycA we analysed the risk for 468 common incident hospitalization and mortality outcomes occurring during an 8-year follow-up of 11,861 adults from Finland. Our analyses of GlycA replicated known associations, identified associations with specific cardiovascular disease outcomes, and uncovered new associations with risk of alcoholic liver disease (meta-analysed hazard ratio 2.94 per 1-SD, P=5 10-6), chronic renal failure (HR=2.47, P=3 10-6), glomerular diseases (HR=1.95, P=1 10-6), chronic obstructive pulmonary disease (HR=1.58, P=3 10-5), inflammatory polyarthropathies (HR=1.46, P=4 10-8), and hypertension (HR=1.21, P=5 10-5). We further evaluated GlycA as a biomarker in secondary prevention of 12-year cardiovascular mortality in 900 angiography patients with suspected coronary artery disease. We observed hazard ratios of 4.87 and 5.00 for 12-year mortality in angiography patients in the fourth and fifth quintiles by GlycA levels demonstrating the prognostic potential of GlycA for identification of high mortality-risk individuals. Both GlycA and C-reactive protein had shared as well as independent contributions to mortality hazard, emphasising the importance of chronic inflammation in secondary prevention of cardiovascular disease.
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