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Frequency, predictors, and prognosis of ejection fraction improvement in heart failure: an echocardiogram-based registry study Stopping or continuing clopidogrel 12 months after drug-eluting stent placement: the OPTIDUAL randomized trial Attenuated plaque detected by intravascular ultrasound: clinical, angiographic, and morphologic features and post-percutaneous coronary intervention complications in patients with acute coronary syndromes Association of Prior Left Ventricular Ejection Fraction With Clinical Outcomes in Patients With Heart Failure With Midrange Ejection Fraction Circadian Cadence and NR1D1 Tune Cardiovascular Disease Design and rationale for a randomised comparison of everolimus-eluting stents and coronary artery bypass graft surgery in selected patients with left main coronary artery disease: the EXCEL trial DAPT, Our Genome and Clopidogrel Evaluation and Management of Right-Sided Heart Failure: A Scientific Statement From the American Heart Association Timing of intervention in asymptomatic patients with valvular heart disease Twelve or 30 months of dual antiplatelet therapy after drug-eluting stents

Original Research2022 Jun 20;e13826.

JOURNAL:Eur J Clin Invest. Article Link

Prognostic implication of lipidomics in patients with coronary total occlusion undergoing PCI

Y Zhou, XD Wang, JY Qian et al. Keywords: biomarker; CTO; CAD; lipidomics; risk prediction

ABSTRACT

BACKGROUND - Predictors of prognosis in patients with coronary chronic total occlusion (CTO) undergoing elective percutaneous coronary intervention (PCI) have remained lacking. Lipidomic profiling enable researchers to associated lipid species with disease progression and may improve the prediction of cardiovascular events.


METHODS In the present study, 781 lipids were measured by targeted lipidomic profiling in 350 individuals (50 healthy controls, 50 patients with coronary artery disease and 250 patients with CTO). L1-regularized logistic regression was used to identify lipid species associated with adverse cardiovascular events and create predicting models which were verified by 10-fold cross-validation (200 repeats). Comparisons were made between a traditional model constructed with clinical characteristics alone and a combined model built with both lipidomic data and traditional factors.


RESULTS 24 lipid species were dysregulated exclusively in patients with CTO, most of which belonged to sphingomyelin (SM) and triacylglycerol (TAG). Compared with traditional risk factors, new model combining lipids and traditional factors had significantly improved performance in predicting adverse cardiovascular events in CTO patients after PCI (area under the curve, 0.870 vs. 0.726, p < 0.05; Akaike information criterion, 129 vs. 156; net reclassification improvement, 0.312, p < 0.001; integrated discrimination improvement, 0.244, p < 0.001). Nomogram was built based on the incorporated model and prove efficient by Kaplan-Meier method.


CONCLUSIONS - Lipidomic profiling revealed lipid species which may participated in the formation of CTO and could contribute to the risk stratification in CTO patients undergoing PCI.