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Sex Differences in Heart Failure With Preserved Ejection Fraction Pathophysiology: A Detailed Invasive Hemodynamic and Echocardiographic Analysis Risk of Mortality Following Catheter Ablation of Atrial Fibrillation Major Bleeding Rates in Atrial Fibrillation Patients on Single, Dual, or Triple Antithrombotic Therapy The year in cardiovascular medicine 2020: heart failure and cardiomyopathies Short- versus long-term duration of dual-antiplatelet therapy after coronary stenting: a randomized multicenter trial Mediterranean Diet and the Association Between Air Pollution and Cardiovascular Disease Mortality Risk Sex Differences in Cardiovascular Pathophysiology: Why Women Are Overrepresented in Heart Failure With Preserved Ejection Fraction IVUS in bifurcation stenting: what have we learned? Cardiovascular effects of radiation therapy Efficacy of Ertugliflozin on Heart Failure–Related Events in Patients With Type 2 Diabetes Mellitus and Established Atherosclerotic Cardiovascular Disease Results of the VERTIS CV Trial

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.