A Clinical and Biomarker Scoring System to Predict the Presence of Obstructive Coronary Artery Disease

被引:61
作者
Ibrahim, Nasrien E. [1 ]
Januzzi, A. James L., Jr. [1 ,2 ]
Magaret, Craig A. [3 ]
Gaggin, Hanna K. [1 ,2 ]
Rhyne, Rhonda F. [3 ]
Gandhi, Parul U. [4 ]
Kelly, Noreen [5 ]
Simon, Mandy L. [1 ]
Motiwala, Shweta R. [5 ]
Belcher, Arianna M. [1 ]
van Kimmenade, Roland R. J. [6 ]
机构
[1] Massachusetts Gen Hosp, Div Cardiol, 32 Fruit St,Yawkey 5984, Boston, MA 02114 USA
[2] Harvard Clin Res Inst, Cardiometab Trials, Boston, MA USA
[3] Prevencio Inc, Kirkland, WA USA
[4] Yale Univ, Cardiol, New Haven, CT USA
[5] Brigham & Womens Hosp, Cardiol, 75 Francis St, Boston, MA 02115 USA
[6] Radboud Univ Nijmegen, Med Ctr, Dept Cardiol, Nijmegen, Netherlands
关键词
diagnosis; myocardial infarction; negative predictive value; positive predictive value; stenosis; INJURY MOLECULE-1 KIM-1; MIDKINE; MODEL;
D O I
10.1016/j.jacc.2016.12.021
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BACKGROUND Noninvasive models to predict the presence of coronary artery disease (CAD) may help reduce the societal burden of CAD. OBJECTIVES From a prospective registry of patients referred for coronary angiography, the goal of this study was to develop a clinical and biomarker score to predict the presence of significant CAD. METHODS In a training cohort of 649 subjects, predictors of >= 70% stenosis in at least 1 major coronary vessel were identified from >200 candidate variables, including 109 biomarkers. The final model was then validated in a separate cohort (n = 278). RESULTS The scoring system consisted of clinical variables (male sex and previous percutaneous coronary intervention) and 4 biomarkers (midkine, adiponectin, apolipoprotein C-I, and kidney injury molecule-1). In the training cohort, elevated scores were predictive of >= 70% stenosis in all subjects (odds ratio [ OR]: 9.74; p < 0.001), men (OR: 7.88; p < 0.001), women (OR: 24.8; p < 0.001), and those with no previous CAD (OR: 8.67; p < 0.001). In the validation cohort, the score had an area under the receiver-operating characteristic curve of 0.87 (p < 0.001) for coronary stenosis >= 70%. Higher scores were associated with greater severity of angiographic stenosis. At optimal cutoff, the score had 77% sensitivity, 84% specificity, and a positive predictive value of 90% for >= 70% stenosis. Partitioning the score into 5 levels allowed for identifying or excluding CAD with > 90% predictive value in 42% of subjects. An elevated score predicted incident acute myocardial infarction during 3.6 years of follow up (hazard ratio: 2.39; p < 0.001). CONCLUSIONS We described a clinical and biomarker score with high accuracy for predicting the presence of anatomically significant CAD. (The CASABLANCA Study: Catheter Sampled Blood Archive in Cardiovascular Diseases; NCT00842868) (C) 2017 by the American College of Cardiology Foundation.
引用
收藏
页码:1147 / 1156
页数:10
相关论文
共 18 条
[1]   Improvement in Prediction of Coronary Heart Disease Risk over Conventional Risk Factors Using SNPs Identified in Genome-Wide Association Studies [J].
Bolton, Jennifer L. ;
Stewart, Marlene C. W. ;
Wilson, James F. ;
Anderson, Niall ;
Price, Jackie F. .
PLOS ONE, 2013, 8 (02)
[2]   Kidney injury molecule-1 (KIM-1): a urinary biomarker and much more [J].
Bonventre, Joseph V. .
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2009, 24 (11) :3265-3268
[3]  
Centers for Disease Control and Prevention, 2015, HEART DIS FACTS 2015
[4]   Urinary Kidney Injury Molecule 1 (KIM-1) and Interleukin 18 (IL-18) as Risk Markers for Heart Failure in Older Adults: The Health, Aging, and Body Composition (Health ABC) Study [J].
Driver, Todd H. ;
Katz, Ronit ;
Ix, Joachim H. ;
Magnani, Jared W. ;
Peralta, Carmen A. ;
Parikh, Chirag R. ;
Fried, Linda ;
Newman, Anne B. ;
Kritchevsky, Stephen B. ;
Sarnak, Mark J. ;
Shlipak, Michael G. .
AMERICAN JOURNAL OF KIDNEY DISEASES, 2014, 64 (01) :49-56
[5]   Design, methods, baseline characteristics and interim results of the Catheter Sampled Blood Archive in Cardiovascular Diseases (CASABLANCA) study [J].
Gaggin, Hanna K. ;
Bhardwaj, Anju ;
Belcher, Arianna M. ;
Motiwala, Shweta R. ;
Gandhi, Parul U. ;
Simon, Mandy L. ;
Kelly, Noreen P. ;
Anderson, Amanda M. ;
Garasic, Joseph M. ;
Danik, Stephan B. ;
Schwamm, Lee H. ;
Gerszten, Robert E. ;
van Kimmenade, Roland R. J. ;
Januzzi, James L., Jr. .
IJC METABOLIC & ENDOCRINE, 2014, 5 :11-18
[6]   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
[7]   The Apolipoprotein C-I Content of Very-Low-Density Lipoproteins Is Associated with Fasting Triglycerides, Postprandial Lipemia, and Carotid Atherosclerosis [J].
Hansen, John-Bjarne ;
Fernandez, Jose A. ;
Noto, Ann-TrudeWith ;
Deguchi, Hiroshi ;
Bjorkegren, Johan ;
Mathiesen, Ellisiv B. .
JOURNAL OF LIPIDS, 2011, 2011
[8]   Neointima formation in a restenosis model is suppressed in midkine-deficient mice [J].
Horiba, M ;
Kadomatsu, K ;
Nakamura, E ;
Muramatsu, H ;
Ikematsu, S ;
Sakuma, S ;
Hayashi, K ;
Yuzawa, Y ;
Matsuo, S ;
Kuzuya, M ;
Kaname, T ;
Hirai, M ;
Saito, H ;
Muramatsu, T .
JOURNAL OF CLINICAL INVESTIGATION, 2000, 105 (04) :489-495
[9]   Discovery of biomarker candidates for coronary artery disease from an APOE-knock out mouse model using iTRAQ-based multiplex quantitative proteomics [J].
Jing, Linhong ;
Parker, Carol E. ;
Seo, David ;
Hines, Maria Warren ;
Dicheva, Nedyalka ;
Yu, Yanbao ;
Schwinn, Debra ;
Ginsburg, Geoffrey S. ;
Chen, Xian .
PROTEOMICS, 2011, 11 (14) :2763-2776
[10]   In the absence of the low density lipoprotein receptor, human apolipoprotein C1 overexpression in transgenic mice inhibits the hepatic uptake of very low density lipoproteins via a receptor-associated protein-sensitive pathway [J].
Jong, MC ;
Dahlmans, VEH ;
vanGorp, PJJ ;
vanDijk, KW ;
Breuer, ML ;
Hofker, MH ;
Havekes, LM .
JOURNAL OF CLINICAL INVESTIGATION, 1996, 98 (10) :2259-2267