Development and validation of cardiovascular risk scores for haemodialysis patients

Anker SD, Gillespie IA, Eckardt KU, Kronenberg F, Richards S, Drueke TB, Stenvinkel P, Pisoni RL, Robinson BM, Marcelli D, Froissart M, Floege J (2016)


Publication Type: Journal article

Publication year: 2016

Journal

Book Volume: 216

Pages Range: 68-77

DOI: 10.1016/j.ijcard.2016.04.151

Abstract

A simple clinical tool to predict cardiovascular disease risk does not exist for haemodialysis patients. The long-term coronary risk Framingham Heart Study Risk score (FRS), although used in this population, may be inadequate. Therefore, we developed separate risk-scores for cardiovascular mortality (CVM) and cardiovascular morbidity & mortality (CVMM) in a Fresenius Medical Care-based haemodialysis patient cohort (AROii).Applying a modified FRS approach, we derived and internally validated two-year risk-scores in incident European adult patients randomly assigned to a development (N=4831) or a validation (N=4796) dataset. External validation was conducted in the third Dialysis Outcomes and Practice Patterns Study (DOPPS III) cohort. Additional discrimination comparing to the FRS was performed.The overall two-year CVM and CVMM event rates were 5.0 and 22.6 per 100 person-years respectively. Common risk predictors included increasing age, cardiovascular disease history, primary diabetic nephropathy, low blood pressure, and inflammation. The CVM score was more predictive in AROii (c-statistic 0.72) and in DOPPS III (c-statistic 0.73-0.74) than the CVMM score (c-statistic 0.66-0.67 & 0.63 respectively). The FRS was not predictive of either CVM (c-statistic 0.54) or CVMM (c-statistic 0.56) in AROii.We describe novel, easy-to-apply and interpret CV risk-scores for haemodialysis patients. Our improved cardiovascular prediction performance over traditional (FRS) scores reflected its tailored development and validation in haemodialysis populations, and the integration of non-classical cardiovascular risk factors. The lower expected versus observed CVM and CVMM risk suggests the existence of novel cardiovascular risk factors in this patient population not measured in this study.

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How to cite

APA:

Anker, S.D., Gillespie, I.A., Eckardt, K.-U., Kronenberg, F., Richards, S., Drueke, T.B.,... Floege, J. (2016). Development and validation of cardiovascular risk scores for haemodialysis patients. International Journal of Cardiology, 216, 68-77. https://dx.doi.org/10.1016/j.ijcard.2016.04.151

MLA:

Anker, Stefan D., et al. "Development and validation of cardiovascular risk scores for haemodialysis patients." International Journal of Cardiology 216 (2016): 68-77.

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