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Consensus from the 5th European Bifurcation Club meeting Intravascular ultrasound-guided vs angiography-guided drug-eluting stent implantation in complex coronary lesions: Meta-analysis of randomized trials Timing of intervention in asymptomatic patients with valvular heart disease Effect of Luseogliflozin on Heart Failure With Preserved Ejection Fraction in Patients With Diabetes Mellitus From ACE Inhibitors/ARBs to ARNIs in Coronary Artery Disease and Heart Failure (Part 2/5) Prevalence and clinical implications of valvular calcification on coronary computed tomography angiography DAPT, Our Genome and Clopidogrel Myofibroblast Phenotype and Reversibility of Fibrosis in Patients With End-Stage Heart Failure Efficacy and Safety of Dapagliflozin in Heart Failure With Reduced Ejection Fraction According to Age: Insights From DAPA-HF Intravascular Ultrasound to Guide Left Main Stem Intervention: A Sub-Study of the NOBLE Trial

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.