Evolving biomarkers improve prediction of long-term mortality in patients with stable coronary artery disease: the BIO-VILCAD score

被引:24
作者
Kleber, M. E. [1 ,2 ]
Goliasch, G. [3 ,4 ]
Grammer, T. B. [1 ]
Pilz, S. [5 ]
Tomaschitz, A. [6 ]
Silbernagel, G. [7 ]
Maurer, G. [3 ]
Maerz, W. [1 ,8 ,9 ]
Niessner, A. [3 ]
机构
[1] Heidelberg Univ, Med Fac Mannheim, Med Clin Nephrol 5, Mannheim, Germany
[2] Univ Ulm, Med Ctr, Dept Internal Med Cardiol 2, D-89069 Ulm, Germany
[3] Med Univ Vienna, Dept Internal Med 2, Div Cardiol, A-1090 Vienna, Austria
[4] Mt Sinai Sch Med, Zena & Michael A Wiener Cardiovasc Inst, New York, NY USA
[5] Med Univ Graz, Dept Internal Med, Div Endocrinol & Metab, Graz, Austria
[6] Med Univ Graz, Dept Internal Med, Div Cardiol, Graz, Austria
[7] Univ Bern, Inselspital, Swiss Cardiovasc Ctr, Dept Angiol, CH-3012 Bern, Switzerland
[8] Med Univ Graz, Clin Inst Med & Chem Lab Diagnost, Graz, Austria
[9] Synlab Serv GmbH, Synlab Acad, Mannheim, Germany
基金
奥地利科学基金会;
关键词
biomarkers; risk prediction; risk score; stable coronary artery disease; BRAIN NATRIURETIC PEPTIDE; C-REACTIVE PROTEIN; CARDIOVASCULAR EVENTS; MULTIPLE BIOMARKERS; RISK STRATIFICATION; LUDWIGSHAFEN RISK; PLASMA-RENIN; CYSTATIN-C; ALL-CAUSE; DEATH;
D O I
10.1111/joim.12189
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective. Algorithms to predict the future long-term risk of patients with stable coronary artery disease (CAD) are rare. The VIenna and Ludwigshafen CAD (VILCAD) risk score was one of the first scores specifically tailored for this clinically important patient population. The aim of this study was to refine risk prediction in stable CAD creating a new prediction model encompassing various pathophysiological pathways. Therefore, we assessed the predictive power of 135 novel biomarkers for long-term mortality in patients with stable CAD. Design, setting and subjects. We included 1275 patients with stable CAD from the LUdwigshafen RIsk and Cardiovascular health study with a median follow-up of 9.8 years to investigate whether the predictive power of the VILCAD score could be improved by the addition of novel biomarkers. Additional biomarkers were selected in a bootstrapping procedure based on Cox regression to determine the most informative predictors of mortality. Results. The final multivariable model encompassed nine clinical and biochemical markers: age, sex, left ventricular ejection fraction (LVEF), heart rate, N-terminal pro-brain natriuretic peptide, cystatin C, renin, 25OH-vitamin D-3 and haemoglobin A1c. The extended VILCAD biomarker score achieved a significantly improved C-statistic (0.78 vs. 0.73; P = 0.035) and net reclassification index (14.9%; P < 0.001) compared to the original VILCAD score. Omitting LVEF, which might not be readily measureable in clinical practice, slightly reduced the accuracy of the new BIO-VILCAD score but still significantly improved risk classification (net reclassification improvement 12.5%; P < 0.001). Conclusion. The VILCAD biomarker score based on routine parameters complemented by novel biomarkers outperforms previous risk algorithms and allows more accurate classification of patients with stable CAD, enabling physicians to choose more personalized treatment regimens for their patients.
引用
收藏
页码:184 / 194
页数:11
相关论文
共 31 条
[1]   Method of Glomerular Filtration Rate Estimation Affects Prediction of Mortality Risk [J].
Astor, Brad C. ;
Levey, Andrew S. ;
Stevens, Lesley A. ;
Van Lente, Frederick ;
Selvin, Elizabeth ;
Coresh, Josef .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2009, 20 (10) :2214-2222
[2]   Vitamin D supplementation for prevention of mortality in adults [J].
Bjelakovic, Goran ;
Gluud, Lise Lotte ;
Nikolova, Dimitrinka ;
Whitfield, Kate ;
Wetterslev, Jorn ;
Simonetti, Rosa G. ;
Bjelakovic, Marija ;
Gluud, Christian .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2011, (07)
[3]   Contribution of 30 Biomarkers to 10-Year Cardiovascular Risk Estimation in 2 Population Cohorts The MONICA, Risk, Genetics, Archiving, and Monograph (MORGAM) Biomarker Project [J].
Blankenberg, Stefan ;
Zeller, Tanja ;
Saarela, Olli ;
Havulinna, Aki S. ;
Kee, Frank ;
Tunstall-Pedoe, Hugh ;
Kuulasmaa, Kari ;
Yarnell, John ;
Schnabel, Renate B. ;
Wild, Philipp S. ;
Muenzel, Thomas ;
Lackner, Karl J. ;
Tiret, Laurence ;
Evans, Alun ;
Salomaa, Veikko .
CIRCULATION, 2010, 121 (22) :2388-U57
[4]   Comparative impact of multiple biomarkers and N-terminal pro-brain natriuretic peptide in the context of conventional risk factors for the prediction of recurrent cardiovascular events in the Heart Outcomes Prevention Evaluation (HOPE) study [J].
Blankenberg, Stefan ;
McQueen, Matthew J. ;
Smieja, Marek ;
Pogue, Janice ;
Balion, Cynthia ;
Lonn, Eva ;
Rupprecht, Hans J. ;
Bickel, Christoph ;
Tiret, Laurence ;
Cambien, Francois ;
Gerstein, Hertzel ;
Muenzel, Thomas ;
Yusuf, Salim .
CIRCULATION, 2006, 114 (03) :201-208
[5]   Role of the Renin-Angiotensin System in Cardiovascular Disease [J].
Cohn, Jay N. .
CARDIOVASCULAR DRUGS AND THERAPY, 2010, 24 (04) :341-344
[6]   The prognostic value of B-type natriuretic peptide in patients with acute coronary syndromes [J].
de Lemos, JA ;
Morrow, DA ;
Bentley, JH ;
Omland, T ;
Sabatine, MS ;
McCabe, CH ;
Hall, C ;
Cannon, CP ;
Braunwald, E .
NEW ENGLAND JOURNAL OF MEDICINE, 2001, 345 (14) :1014-1021
[7]   A systematic review of the diagnostic accuracy of natriuretic peptides for heart failure [J].
Doust, JA ;
Glasziou, PP ;
Pietrzak, E ;
Dobson, AJ .
ARCHIVES OF INTERNAL MEDICINE, 2004, 164 (18) :1978-1984
[8]   Routinely available biomarkers improve prediction of long-term mortality in stable coronary artery disease: the Vienna and Ludwigshafen Coronary Artery Disease (VILCAD) risk score [J].
Goliasch, Georg ;
Kleber, Marcus E. ;
Richter, Bernhard ;
Plischke, Max ;
Hoke, Matthias ;
Haschemi, Arvand ;
Marculescu, Rodrig ;
Endler, Georg ;
Grammer, Tanja B. ;
Pilz, Stefan ;
Tomaschitz, Andreas ;
Silbernagel, Guenther ;
Maurer, Gerald ;
Wagner, Oswald ;
Huber, Kurt ;
Maerz, Winfried ;
Mannhalter, Christine ;
Niessner, Alexander .
EUROPEAN HEART JOURNAL, 2012, 33 (18) :2282-2289
[9]   European guidelines on cardiovascular disease prevention in clinical practice: Executive summary [J].
Graham, Ian ;
Atar, Dan ;
Borch-Johnsen, Knut ;
Boysen, Gudrun ;
Burell, Gunilla ;
Cifkova, Renata ;
Dallongeville, Jean ;
De Backer, Guy ;
Ebrahim, Shah ;
Gjelsvik, Bjorn ;
Herrmann-Lingen, Christoph ;
Hoes, Arno ;
Humphries, Steve ;
Knapton, Mike ;
Perk, Joep ;
Priori, Silvia G. ;
Pyorala, Kalevi ;
Reiner, Zeljko ;
Ruilope, Luis ;
Sans-Menendez, Susana ;
Reimer, Wilma Scholte Op ;
Weissberg, Peter ;
Wood, David ;
Yarnell, John ;
Zamorano, Jose Luis .
ATHEROSCLEROSIS, 2007, 194 (01) :1-45
[10]   N-terminal pro-brain natriuretic peptide, C-reactive protein, and urinary albumin levels as predictors of mortality and cardiovascular events in older adults [J].
Kistorp, C ;
Raymond, I ;
Pedersen, F ;
Gustafsson, F ;
Faber, J ;
Hildebrandt, P .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2005, 293 (13) :1609-1616