Development and validation of cardiovascular risk scores for haemodialysis patients

被引:43
作者
Anker, Stefan D. [1 ]
Gillespie, Iain A. [2 ]
Eckardt, Kai-Uwe [3 ]
Kronenberg, Florian [4 ]
Richards, Sharon [5 ]
Drueke, Tilman B. [6 ]
Stenvinkel, Peter [7 ]
Pisoni, Ronald L. [8 ]
Robinson, Bruce M. [8 ]
Marcelli, Daniele [9 ,10 ]
Froissart, Marc [11 ]
Floege, Juergen [12 ]
机构
[1] Univ Med Ctr Gottingen UMG, Dept Cardiol & Pneumol, Innovat Clin Trials, Gottingen, Germany
[2] Amgen Ltd, Ctr Observat Res, Uxbridge, Middx, England
[3] Univ Erlangen Nurnberg, Nephrol & Hypertens, Erlangen, Germany
[4] Med Univ Innsbruck, Dept Med Genet Mol & Clin Pharmacol, Div Genet Epidemiol, A-6020 Innsbruck, Austria
[5] Amgen Ltd, Global Biostat, Uxbridge, Middx, England
[6] Univ Paris 11, Paul Brousse Hosp, INSERM, U1018, Villejuif, France
[7] Karolinska Univ Hosp Huddinge, Dept Renal Med, Stockholm, Sweden
[8] Arbor Res Collaborat Hlth, Ann Arbor, MI USA
[9] Fresenius Med Care, EMEALA Med Board, Bad Homburg, Germany
[10] Danube Univ, Krems, Austria
[11] Amgen Europe GmbH, Int Dev Nephrol, Zug, Switzerland
[12] Rhein Westfal TH Aachen, Nephrol, Aachen, Germany
关键词
Cardiovascular disease; Nephrology; Risk prediction; Validation; Framingham; CHRONIC KIDNEY-DISEASE; DIALYSIS OUTCOMES; PRACTICE PATTERNS; MORTALITY RISK; CHOLESTEROL; EVENTS; ASSOCIATION; PERFORMANCE; PREDICTORS; MODELS;
D O I
10.1016/j.ijcard.2016.04.151
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: 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). Methods: 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. Results: 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. Conclusions: 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. (C) 2016 Published by Elsevier Ireland Ltd.
引用
收藏
页码:68 / 77
页数:10
相关论文
共 43 条
  • [1] The effects of lowering LDL cholesterol with simvastatin plus ezetimibe in patients with chronic kidney disease (Study of Heart and Renal Protection): a randomised placebo-controlled trial
    Baigent, Colin
    Landray, Martin J.
    Reith, Christina
    Emberson, Jonathan
    Wheeler, David C.
    Tomson, Charles
    Wanner, Christoph
    Krane, Vera
    Cass, Alan
    Craig, Jonathan
    Neal, Bruce
    Jiang, Lixin
    Hooi, Lai Seong
    Levin, Adeera
    Agodoa, Lawrence
    Gaziano, Mike
    Kasiske, Bertram
    Walker, Robert
    Massy, Ziad A.
    Feldt-Rasmussen, Bo
    Krairittichai, Udom
    Ophascharoensuk, Vuddidhej
    Fellstrom, Bengt
    Holdaas, Hallvard
    Tesar, Vladimir
    Wiecek, Andrzej
    Grobbee, Diederick
    de Zeeuw, Dick
    Gronhagen-Riska, Carola
    Dasgupta, Tanaji
    Lewis, David
    Herrington, William
    Mafham, Marion
    Majoni, William
    Wallendszus, Karl
    Grimm, Richard
    Pedersen, Terje
    Tobert, Jonathan
    Armitage, Jane
    Baxter, Alex
    Bray, Christopher
    Chen, Yiping
    Chen, Zhengming
    Hill, Michael
    Knott, Carol
    Parish, Sarah
    Simpson, David
    Sleight, Peter
    Young, Alan
    Collins, Rory
    [J]. LANCET, 2011, 377 (9784) : 2181 - 2192
  • [2] Predictors of early mortality among incident US hemodialysis patients in the Dialysis Outcomes and Practice Patterns Study (DOPPS)
    Bradbury, Brian D.
    Fissell, Rachel B.
    Albert, Justin M.
    Anthony, Mary S.
    Critchlow, Cathy W.
    Pisoni, Ronald L.
    Port, Friedrich K.
    Gillespie, Brenda W.
    [J]. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2007, 2 (01): : 89 - 99
  • [3] Greater Epoetin alfa (EPO) doses and short-term mortality risk among hemodialysis patients with hemoglobin levels less than 11 g/dL
    Bradbury, Brian D.
    Do, Thy P.
    Winkelmayer, Wolfgang C.
    Critchlow, Cathy W.
    Brookhart, M. Alan
    [J]. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2009, 18 (10) : 932 - 940
  • [4] Clinical Practices and Outcomes in Elderly Hemodialysis Patients: Results from the Dialysis Outcomes and Practice Patterns Study (DOPPS)
    Canaud, Bernard
    Tong, Lin
    Tentori, Francesca
    Akiba, Takashi
    Karaboyas, Angelo
    Gillespie, Brenda
    Akizawa, Tadao
    Pisoni, Ronald L.
    Bommer, Juergen
    Port, Friedrich K.
    [J]. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2011, 6 (07): : 1651 - 1662
  • [5] Modeling the 4D Study: Statins and Cardiovascular Outcomes in Long-Term Hemodialysis Patients with Diabetes
    Chan, Kevin E.
    Thadhani, Ravi
    Lazarus, J. Michael
    Hakim, Raymond M.
    [J]. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2010, 5 (05): : 856 - 866
  • [6] Malnutrition-Inflammation Modifies the Relationship of Cholesterol with Cardiovascular Disease
    Contreras, Gabriel
    Hu, Bo
    Astor, Brad C.
    Greene, Tom
    Erlinger, Thomas
    Kusek, John W.
    Lipkowitz, Michael
    Lewis, Julia A.
    Randall, Otelio S.
    Hebert, Lee
    Wright, Jackson T., Jr.
    Kendrick, Cynthia A.
    Gassman, Jennifer
    Bakris, George
    Kopple, Joel D.
    Appel, Lawrence J.
    [J]. JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2010, 21 (12): : 2131 - 2142
  • [7] Prevalence of chronic kidney disease in the United States
    Coresh, Josef
    Selvin, Elizabeth
    Stevens, Lesley A.
    Manzi, Jane
    Kusek, John W.
    Eggers, Paul
    Van Lente, Frederick
    Levey, Andrew S.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2007, 298 (17): : 2038 - 2047
  • [8] An Epidemiological Study of Hemodialysis Patients Based on the European Fresenius Medical Care Hemodialysis Network: Results of the ARO Study
    de Francisco, Angel L. M.
    Kim, Joseph
    Anker, Stefan D.
    Belozeroff, Vasily
    Canaud, Bernard
    Chazot, Charles
    Drueeke, Tilman B.
    Eckardt, Kai-Uwe
    Floege, Juergen
    Kronenberg, Florian
    Macdougall, Iain C.
    Marcelli, Daniele
    Molemans, Bart
    Passlick-Deetjen, Jutta
    Schernthaner, Guntram
    Stenvinkel, Peter
    Wheeler, David C.
    Fouqueray, Bruno
    Aljama, Pedro
    [J]. NEPHRON CLINICAL PRACTICE, 2011, 118 (02): : C143 - C154
  • [9] Cardiovascular and Noncardiovascular Mortality Among Patients Starting Dialysis
    de Jager, Dinanda J.
    Grootendorst, Diana C.
    Jager, Kitty J.
    van Dijk, Paul C.
    Tomas, Lonneke M. J.
    Ansell, David
    Collart, Frederic
    Finne, Patrik
    Heaf, James G.
    De Meester, Johan
    Wetzels, Jack F. M.
    Rosendaal, Frits R.
    Dekker, Friedo W.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2009, 302 (16): : 1782 - 1789
  • [10] High cardiovascular event rates occur within the first weeks of starting hemodialysis
    Eckardt, Kai-Uwe
    Gillespie, Iain A.
    Kronenberg, Florian
    Richards, Sharon
    Stenvinkel, Peter
    Anker, Stefan D.
    Wheeler, David C.
    de Francisco, Angel L.
    Marcelli, Daniele
    Froissart, Marc
    Floege, Juergen
    [J]. KIDNEY INTERNATIONAL, 2015, 88 (05) : 1117 - 1125