scholarly journals Development and Validation of a Protein-Based Risk Score for Cardiovascular Outcomes Among Patients With Stable Coronary Heart Disease

JAMA ◽  
2016 ◽  
Vol 315 (23) ◽  
pp. 2532 ◽  
Author(s):  
Peter Ganz ◽  
Bettina Heidecker ◽  
Kristian Hveem ◽  
Christian Jonasson ◽  
Shintaro Kato ◽  
...  
2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
R Laaksonen ◽  
M Hilvo ◽  
D Kauhanen ◽  
T G Lakic ◽  
J Lindback ◽  
...  

Abstract Background Both levels of protein and lipid biomarkers have been found associated with cardiovascular outcomes in patients with stable coronary heart disease (CHD). There are few large-scale studies comparing the prognostic value of and interactions between these two groups of biomarkers in CHD. Methods In the 15,828 CHD patients included in the STABILITY trial 10,205 provided plasma samples at baseline allowing measurements of distinct ceramide and phospholipid species by mass spectrometry and markers of cardiac dysfunction (N-terminal pro-B-type natriuretic peptide [NT-proBNP]), high sensitivity cardiac troponin-T [cTnT-hs]), renal dysfunction (cystatin-C), oxidative stress (growth differentiation factor 15 [GDF-15]) by electro-immunoassays. During 3.7 years median follow-up, 1291 CVD, MI, and stroke events occurred. A previously developed ceramide and phospholipid species based risk score (CERT) and its associations to outcomes before and after adjustment were evaluated by Cox-regression models. Results The CERT model was significantly associated to all cardiovascular outcomes before and after adjustment for clinical characteristics and routine laboratory tests. However, the associations were attenuated after adjustment for other prognostic biomarkers. The data are summarized in Table 1 below. Table 1. HR per 1 SD increase in CERT HR (95% CI) p-value MACE Model 1 1.30 (1.24–1.37) <0.0001 Model 2 1.23 (1.16–1.31) <0.0001 Model 3 1.08 (1.02–1.15) 0.0120 CVD Death Model 1 1.57 (1.45–1.69) <0.0001 Model 2 1.38 (1.26–1.50) <0.0001 Model 3 1.14 (1.04–1.26) 0.0052 MACE = CVD death, stroke and MI. Model 1 includes score and randomized treatment. Model 2 includes score, randomized treatment, age, gender, and prior (MI, coronary revas., multivessel CHD), B/L diabetes, hypertension, history of smoking, PVD, region, B/L systolic BP, B/L BMI, HB, WBC, CKD-EPI, LDL-C, HDL-C and TG. Model 3 includes the following covariates in addition to Model 2: TnT-hs, proBNP, Cystatin-C, CRP-hs and IL-6. Conclusion A ceramide/phospholipids based risk score is associated with the risk of fatal and non-fatal cardiovascular events in patients with stable CHD. The score is attenuated by adjustment for biomarkers indicating cardiorenal dysfunction and inflammatory activity and may be related to underlying mechanisms for adverse outcomes in stable CHD. Acknowledgement/Funding The original STABILITY study was funded by GlaxoSmithKline


2017 ◽  
Vol 38 (37) ◽  
pp. 2813-2822 ◽  
Author(s):  
Emmanuelle Vidal-Petiot ◽  
Amanda Stebbins ◽  
Karen Chiswell ◽  
Diego Ardissino ◽  
Philip E. Aylward ◽  
...  

PLoS ONE ◽  
2012 ◽  
Vol 7 (9) ◽  
pp. e45907 ◽  
Author(s):  
Dietrich Rothenbacher ◽  
Andrea Kleiner ◽  
Wolfgang Koenig ◽  
Paola Primatesta ◽  
Lutz P. Breitling ◽  
...  

2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
C Held ◽  
N Hadziosmanovic ◽  
E Hagstrom ◽  
J S Hochman ◽  
R A H Stewart ◽  
...  

Abstract Background Obesity, assessed as body mass index (BMI), is an established risk factor for development of coronary heart disease (CHD). However, in patients with heart failure and atrial fibrillation there is an “obesity paradox” with better prognosis among obese patients. The association between BMI and cardiovascular outcomes in patients with stable CHD is unclear. Methods The prospective STABILITY trial included 15,828 patients with stable CHD with a follow-up of 3–5 years (median 3.7) on optimal secondary preventive treatment. BMI and waist circumference were measured at baseline (n=15,785). All cardiovascular outcomes were centrally adjudicated. Associations between obesity indices and outcomes were evaluated by multivariable Cox regression analyses with adjustments for age, sex, study treatment, and clinical risk factors. Results Mean age was 64 years and 19% were females. In total, 3250 (20.9%) patients had BMI <25, 6628 (42.8%), BMI >25 and <30 and 5614 (36.3%), BMI >30. Underweight (BMI <18.5) was seen in 79 patients. Most risk markers (diabetes, hypertension, and levels of inflammatory biomarkers and triglycerides) showed a graded association with higher BMI. The frequency of smoking and levels of HDL, GDF-15 and NT-proBNP were higher at lower BMI. Lower BMI was associated with an increased risk of MACE, total and CV death, and heart failure (Figure). Higher BMI was associated with increased risk of the same outcomes and also with MI. BMI was not associated with the risk of stroke. There was no interaction with age, sex, diabetes or type of MI (type 1 vs type 2–5). Associations between waist circumference and outcomes were weaker and not significant in the fully adjusted model. Figure 1 Conclusion In patients with stable CHD on optimal secondary prevention BMI had a U-shaped association with the risk of MACE, death, and heart failure and a linear association with the risk of MI. The lowest risk for MACE was seen for BMI between 25 and 30, considered as overweight. The findings do not support current recommendations to achieve an ideal BMI of 20–25 for weight adjustments in patients with CHD. Acknowledgement/Funding The original STABILITY study was funded by GlaxoSmithKline


2021 ◽  
pp. jech-2020-214358
Author(s):  
Pekka Martikainen ◽  
Kaarina Korhonen ◽  
Aline Jelenkovic ◽  
Hannu Lahtinen ◽  
Aki Havulinna ◽  
...  

BackgroundGenetic vulnerability to coronary heart disease (CHD) is well established, but little is known whether these effects are mediated or modified by equally well-established social determinants of CHD. We estimate the joint associations of the polygenetic risk score (PRS) for CHD and education on CHD events.MethodsThe data are from the 1992, 1997, 2002, 2007 and 2012 surveys of the population-based FINRISK Study including measures of social, behavioural and metabolic factors and genome-wide genotypes (N=26 203). Follow-up of fatal and non-fatal incident CHD events (N=2063) was based on nationwide registers.ResultsAllowing for age, sex, study year, region of residence, study batch and principal components, those in the highest quartile of PRS for CHD had strongly increased risk of CHD events compared with the lowest quartile (HR=2.26; 95% CI: 1.97 to 2.59); associations were also observed for low education (HR=1.58; 95% CI: 1.32 to 1.89). These effects were largely independent of each other. Adjustment for baseline smoking, alcohol use, body mass index, igh-density lipoprotein (HDL) and total cholesterol, blood pressure and diabetes attenuated the PRS associations by 10% and the education associations by 50%. We do not find strong evidence of interactions between PRS and education.ConclusionsPRS and education predict CHD events, and these associations are independent of each other. Both can improve CHD prediction beyond behavioural risks. The results imply that observational studies that do not have information on genetic risk factors for CHD do not provide confounded estimates for the association between education and CHD.


2021 ◽  
Vol 77 (18) ◽  
pp. 107
Author(s):  
Ayman El-Menyar ◽  
Ehsan Ullah ◽  
Khalid Kunji ◽  
Reem Elsousy ◽  
Amna Al-Nesf ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document