Prognostic Value And Relative Cut-Offs Of Triglycerides Predicting Cardiovascular Outcome In A Large Regional-Based Italian Database
Tikhonoff, V.; Casiglia, E.; Virdis, A.; Grassi, G.; Angeli, F.; Arca, M.; Barbagallo, C. M.; Bombelli, M.; Cappelli, F.; Cianci, R.; Cicero, A. F. G.; Cirillo, M.; Cirillo, P.; Dell'Oro, R.; D'Elia, L.; Desideri, G.; Ferri, C.; Galletti, F.; Gesualdo, L.; Giannattasio, C.; Iaccarino, G.; Mallamaci, F.; Maloberti, A.; Masi, S.; Masulli, M.; Mazza, A.; Mengozzi, A.; Muiesan, M. L.; Nazzaro, P.; Palatini, P.; Parati, G.; Pontremoli, R.; Quarti-Trevano, F.; Rattazzi, M.; Reboldi, G.; Rivasi, G.; Russo, E.; Salvetti, M.; Temporelli, P.; Tocci, G.; Ungar, A.; Verdecchia, P.; Viazzi, F.; Volpe, M.;
Show abstract
BackgroundDespite longstanding epidemiologic data on the association between increased serum triglycerides (TG) and cardiovascular (CV) events, the exact level at which risk begins to rise is unclear. The Working Group on Uric Acid and Cardiovascular Risk of the Italian Society of Hypertension has conceived a protocol aimed at searching for the prognostic cut-off value of TG in predicting CV events in a large regional-based Italian cohort. MethodsAmong 14,189 subjects aged 18 to 95 years followed-up for 11.2 (5.3-13.2) years, by means of receiver operating characteristic (ROC) curve the prognostic cut-off value of TG, able to discriminate combined CV events, was identified. The conventional (150 mg/dL) and the prognostic cut-off values of TG were used as independent predictors in separate multivariate Cox models adjusted for age, sex, body mass index, total and high-density lipoprotein cholesterol, serum uric acid, arterial hypertension, diabetes, chronic renal disease, smoking habit, use of antihypertensive and lipid lowering drugs. ResultsDuring 139,375 person-years of follow-up, 1601 participants experienced CV events. ROC curve showed that 89 mg/dL (95%CI 75.8-103.3, sensitivity 76.6, specificity 34.1, p<0.0001) was the prognostic cut-off value for CV events. Both cut-off values of TG, the conventional and the newly identified, were accepted as multivariate predictors in separate Cox analyses, the hazard ratios being 1.211 (95%CI 1.063-1.378, p=0.004) and 1.150 (95%CI 1.021-1.295, p=0.02), respectively. ConclusionsLower (89 mg/dL) than conventional (150 mg/dL) prognostic cut-off value of TG for CV events do exist and it is associated with increased CV risk in an Italian cohort. Clinical PerspectiveO_LIWhat is new? O_LIEvidence indicates that elevated triglyceride levels are related to cardiovascular events and mortality. However, the exact level at which risk begins to increase is unclear. C_LIO_LIIn a large cohort of European subjects, a prognostic cut-off value of triglycerides lower (89 mg/dL) than the conventional one (150 mg/dL) was identified. C_LI C_LIO_LIWhat are the clinical implications? O_LITriglyceride measurement must be considered an important part of the routine evaluation to manage cardiovascular risk. C_LIO_LIIn primary prevention, subjects with triglycerides above 89 mg/dL should be carefully observed to prevent possible cardiovascular events. C_LI C_LI
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Risk Prediction of Coronary Artery Spasm in Patients Without Obstructive Coronary Artery Disease Using a Comprehensive Clinical, Laboratory and Echocardiographic Diagnostic Score 94%
- Role of miRNAs induced by oxidized low-density lipoproteins in coronary artery disease: the REGICOR Study. 94%
- Using machine learning to evaluate the value of genetic liabilities in classification of hypertension within the UK Biobank 93%
Similar papers in this journal
- Mendelian Randomization Study of Whole Blood Viscosity and Cardiovascular Diseases 94%
- Relationship between epicardial and perivascular fatty tissue and adipokine-cytokine level in coronary artery disease patients 94%
- Prevalence of cardiometabolic risk factors according to urbanization level, gender and age, in apparently healthy adults living in Gabon, Central Africa 94%
Similar papers in this journal
- LDLR Variant Classification for Improved Cardiovascular Risk Prediction in Familial Hypercholesterolemia 95%
- Markers of systemic iron status show sex-specific differences in peripheral artery disease: a cross-sectional analysis of HEIST-DiC and NHANES participants 94%
- Family history and polygenic risk of cardiovascular disease: independent factors associated with secondary cardiovascular manifestations in patients undergoing carotid endarterectomy 94%
Similar papers in this journal
- Obesity, hypertension and tobacco use associated with left ventricular remodelling and hypertrophy in South African Women: Birth to Twenty Plus Cohort 95%
- Long-term risk of Stroke after Acute Coronary Syndrome. The ABC-10* Study on Heart Disease. 93%
- Proteomic signatures and machine learning based-prediction models for cardiovascular risk in survivors of myocardial infarction 92%
Similar papers in this journal
- Age-stratified Prevalence and Relative Prognostic Significance of Traditional Atherosclerotic Risk Factors: A Report from the Nationwide Registry of Percutaneous Coronary Interventions in Japan 95%
- Association of free fatty acids with long-term adverse outcomes in patients with premature myocardial infarction: a prospective cohort study 94%
- Carotid Intima-media thickness, carotid distensibility and incident heart failure in older men: The British Regional Heart Study 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.