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Cardiovascular risk prediction in type 2 diabetes: a comparison of 22 risk scores in primary care settings Flow-Regulated Endothelial S1P Receptor-1 Signaling Sustains Vascular Development Impact of large periprocedural myocardial infarction on mortality after percutaneous coronary intervention and coronary artery bypass grafting for left main disease: an analysis from the EXCEL trial Feasibility and efficacy of the ultrashort side branch dedicated balloon in coronary bifurcation stenting Outcomes of patients with and without baseline lipid-lowering therapy undergoing revascularization for left main coronary artery disease: analysis from the EXCEL trial Fractional flow reserve-guided PCI versus medical therapy in stable coronary disease Instantaneous Wave-free Ratio versus Fractional Flow Reserve to Guide PCI Coronary Optical Coherence Tomography and Cardiac Magnetic Resonance Imaging to Determine Underlying Causes of Myocardial Infarction With Nonobstructive Coronary Arteries in Women Left main coronary angioplasty: early and late results of 127 acute and elective procedures 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS): The Task Force for the diagnosis and management of acute pulmonary embolism of the European Society of Cardiology (ESC)

Original Research

JOURNAL:Circ Genom Precis Med. Article Link

Comprehensive Investigation of Circulating Biomarkers and their Causal Role in Atherosclerosis-related Risk Factors and Clinical Events

D Zanetti , S Gustafsson, E Ingelsson et al. Keywords: CAD; biomarker, causal effect

ABSTRACT

BACKGROUND - Circulating biomarkers have been previously associated with atherosclerosis related risk factors, but the nature of these associations is incompletely understood.


METHODS - We performed multivariable-adjusted regressions and two-sample Mendelian randomization (MR) analyses to assess observational and causal associations of 27 circulating biomarkers with 7 cardiovascular traits in up to 451,933 participants of the UK Biobank.


RESULTS - After multiple-testing correction (alpha=1.3*10-4), we found a total of 15, 9, 21, 22, 26, 24 and 26 biomarkers strongly associated with coronary artery disease (CAD), ischemic stroke, atrial fibrillation, type 2 diabetes (T2D), systolic blood pressure (SBP), body mass index (BMI) and waist-to-hip ratio (WHR); respectively. The MR analyses confirmed strong evidence of previously suggested causal associations for several glucose- and lipid-related biomarkers with T2D and CAD. Particularly interesting findings included a protective role of insulin-like growth factor 1 in SBP, and the strong causal association of lipoprotein(a) in CAD development (β, -0.13; per SD change in exposure and outcome and OR, 1.28; P=2.6*10-4 and P=7.4*10-35, respectively). In addition, our results indicated a causal role of increased alanine aminotransferase in the development of T2D and hypertension (OR, 1.59 and β,0.06, per SD change in exposure and outcome; P=4.8*10-11 and P=6.0*10-5). Our results suggest that it is unlikely that C-reactive protein and vitamin D play causal roles of any meaningful magnitude in development of cardiometabolic disease.


CONCLUSIONS - We confirmed and extended known associations, and reported several novel causal associations providing important insights regarding the etiology of these diseases, which can help accelerate new prevention strategies.