Clinical Prediction Scores for Type 1 Cardiorenal Syndrome Derived and Validated in Chinese Cohorts

被引:11
作者
Cheng, Hong [1 ]
Chen, Yi-pu [1 ]
机构
[1] Capital Med Univ, Beijing Anzhen Hosp, Div Nephrol, Beijing 100029, Peoples R China
关键词
Prediction score; Cardiorenal syndrome; Acute kidney injury; CONTRAST-INDUCED NEPHROPATHY; ACUTE KIDNEY INJURY; PERCUTANEOUS CORONARY INTERVENTION; ACUTE-RENAL-FAILURE; RISK SCORE; HEART-FAILURE; DERIVATION; DIALYSIS; OUTCOMES; IMPACT;
D O I
10.1159/000369479
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Type 1 cardiorenal syndrome is one of the major diseases threatening human life in China. The incidence of acute kidney injury (AKI) associated with acute heart failure (AHF), acute myocardial infarction (AMI), cardiac surgery, and coronary angiography has been reported to be 32.2, 14.7, 40.2, and 4.5%, respectively. In the past 2 years, we derived and validated 4 risk scores for the prediction of AKI associated with the above acute heart diseases as well as for examination and treatment in Chinese cohorts. A univariable comparison and a subsequent multivariate logistic regression analysis of the potential predictive variables of AKI in the derivation set were conducted and used to establish the prediction scores, which were then verified in the validation set. The area under the receiver operating characteristic (ROC) curve and the Hosmer-Lemeshow goodness-of-fit statistic test were performed to assess the discrimination and calibration of the prediction scores, respectively. These 4 prediction scores all showed adequate discrimination (area under the ROC curve, >= 0.70) and good calibration (p > 0.05). Both Forman's risk score (for AKI associated with AHF) and Mehran's risk score (for AKI associated with coronary angiography) are widely applied around the world. The external validation of these 2 risk scores was performed in our patients, but their discriminative power was quite low (area under the ROC curve, 0.65 and 0.57, respectively). Therefore, these prediction scores derived from Chinese cohorts might be more accurate than those derived from different races when they are applied in Chinese patients. (C) 2014 S. Karger AG, Basel.
引用
收藏
页码:12 / 19
页数:8
相关论文
共 28 条
[1]   Impact of nephropathy after percutaneous coronary intervention and a method for risk stratification [J].
Bartholomew, BA ;
Harjai, KJ ;
Dukkipati, S ;
Boura, JA ;
Yerkey, MW ;
Glazier, S ;
Grines, CL ;
O'Neill, WW .
AMERICAN JOURNAL OF CARDIOLOGY, 2004, 93 (12) :1515-1519
[2]   Acute kidney injury risk in patients with ST-segment elevation myocardial infarction at presentation to the ED [J].
Bayas Queiroz, Rafaela Elizabeth ;
Nobre de Oliveira, Leilane Siqueira ;
de Albuquerque, Claudio Alves ;
Santana, Caroline de Alencar ;
Brasil, Patricia Maia ;
Rodrigues Carneiro, Luzia Layla ;
Liborio, Alexandre Braga .
AMERICAN JOURNAL OF EMERGENCY MEDICINE, 2012, 30 (09) :1921-1927
[3]   Contrast-induced nephropathy and acute renal failure following emergent cardiac catheterization:: Incidence, risk factors and prognosis [J].
Bouzas-Mosquera, Alberto ;
Vazquez-Rodriguez, Jose Manuel ;
Calvino-Santos, Ramon ;
Peteiro-Vazquez, Jesus ;
Flores-Rios, Xacobe ;
Marzoa-Rivas, Raquel ;
Pinon-Esteban, Pablo ;
Aldama-Lopez, Guillermo ;
Salgado-Fernandez, Jorge ;
Vazquez-Gonzalez, Nicolas ;
Castro-Beiras, Alfonso .
REVISTA ESPANOLA DE CARDIOLOGIA, 2007, 60 (10) :1026-1034
[4]   Effect and Clinical Prediction of Worsening Renal Function in Acute Decompensated Heart Failure [J].
Breidthardt, Tobias ;
Socrates, Thenral ;
Noveanu, Markus ;
Klima, Theresia ;
Heinisch, Corinna ;
Reichlin, Tobias ;
Potocki, Mihael ;
Nowak, Albina ;
Tschung, Christopher ;
Arenja, Nisha ;
Bingisser, Roland ;
Mueller, Christian .
AMERICAN JOURNAL OF CARDIOLOGY, 2011, 107 (05) :730-735
[5]   Serious renal dysfunction after percutaneous coronary interventions can be predicted [J].
Brown, Jeremiah R. ;
DeVries, James T. ;
Piper, Winthrop D. ;
Robb, John F. ;
Hearne, Michael J. ;
Lee, Peter M. Ver ;
Kellet, Mirle A. ;
Watkins, Mathew W. ;
Ryan, Thomas J. ;
Silver, M. Theodore ;
Ross, Cathy S. ;
MacKenzie, Todd A. ;
O'Connor, Gerald T. ;
Malenka, David J. .
AMERICAN HEART JOURNAL, 2008, 155 (02) :260-266
[6]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[7]   Incidence, predictors at admission, and impact of worsening renal function among patients hospitalized with heart failure [J].
Forman, DE ;
Butler, J ;
Wang, YF ;
Abraham, WT ;
O'Connor, CM ;
Gottlieb, SS ;
Loh, E ;
Massie, BM ;
Rich, MW ;
Stevenson, LW ;
Young, JB ;
Krumholz, HM .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2004, 43 (01) :61-67
[8]  
Gao YM, 2014, CLIN EXP NEPHROL
[9]  
Ghani AA, 2009, SAUDI J KIDNEY DIS T, V20, P240
[10]   Predicting and preventing acute kidney injury after cardiac surgery [J].
Harel, Ziv ;
Chan, Christopher T. .
CURRENT OPINION IN NEPHROLOGY AND HYPERTENSION, 2008, 17 (06) :624-628