Predictors of 90-day mortality after congenital heart surgery: The first report of risk models from a Japanese database

被引:20
作者
Miyata, Hiroaki [1 ]
Murakami, Arata [1 ]
Tomotaki, Ai [1 ]
Takaoka, Tetsuhiro [1 ]
Konuma, Takeshi [1 ]
Matsumura, Goki [1 ]
Sano, Syunji [1 ]
Takamoto, Shinichi [1 ]
机构
[1] Japan Cardiovasc Surg Database Org, Tokyo, Japan
关键词
OPERATIVE MORTALITY; ASSOCIATION; ADJUSTMENT; 30-DAY;
D O I
10.1016/j.jtcvs.2013.01.053
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective: The purpose of this study was to develop risk models for congenital heart surgery short-term and midterm outcomes from a nationwide integrated database drawn from hospitals in Japan. Methods: The Japan Congenital Cardiovascular Surgery Database collects clinical information from institutions throughout Japan specializing in congenital heart surgery. Variables and definitions used in the Japan Congenital Cardiovascular Surgery Database are almost identical to those of the Society of Thoracic Surgeons-European Association for Cardiothoracic Surgery database for congenital heart surgery. We used logistic regression to develop risk models, which were then validated through spilt-sample validation. In addition to procedural complexity categories by Risk Adjustment in Congenital Heart Surgery (RACHS-1) score, we incorporated patient characteristics to predict surgical outcome. Results: Among 8923 congenital heart operations performed at 69 sites with cardiac surgical programs, 30-day mortalities by RACHS-1 category were as follows: I, 0.1% (n = 1319); II, 0.5% (n = 3211); III, 2.2% (n = 3285); IV, 4.3%(n = 818); and Vand VI, 8.6%(n = 290). From the test data set (n = 7223), we developed 3 risk models (30-day mortality, 90-day mortality, and 90-day and in-hospital mortality) with 11 variables, including age category, RACHS-1 category, preoperative risk factors, number of surgical procedures, unplanned reoperations, status of surgery, surgery type, asplenia, and prematurity (<35 weeks). For the performance metrics of the risk models, C statistic values of 30-day, 90-day, and 90-day and in-hospital mortalities for the test data set were 0.85, 0.85, and 0.84, respectively. When only the RACHS-1 score was used for discrimination, the C statistic values of 30-day, 90-day, and 90-day and in-hospital mortalities for the validation data set were 0.73, 0.73, and 0.77, respectively. Conclusions: The proposed risk scores and categories have high discrimination power for predicting mortality, demonstrating improvement relative to existing consensus-based methods. Risk models incorporating these measures may be useful for comparing mortality outcomes cross institutions or countries with mixed cases.
引用
收藏
页码:2201 / 2206
页数:6
相关论文
共 20 条
[1]   Verification of data in congenital cardiac surgery [J].
Clarke, David R. ;
Breen, Linda S. ;
Jacobs, Marshall L. ;
Franklin, Rodney C. G. ;
Tobota, Zdzislaw ;
Maruszewski, Bohdan ;
Jacobs, Jeffrey P. .
CARDIOLOGY IN THE YOUNG, 2008, 18 :177-187
[2]   Comparison of 30-day, 90-day and in-hospital postoperative mortality for eight different cancer types [J].
Damhuis, R. A. M. ;
Wijnhoven, B. P. L. ;
Plaisier, P. W. ;
Kirkels, W. J. ;
Kranse, R. ;
van Lanschot, J. J. .
BRITISH JOURNAL OF SURGERY, 2012, 99 (08) :1149-1154
[3]   Operative outcome and hospital cost [J].
Ferraris, VA ;
Ferraris, SP ;
Singh, A .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 1998, 115 (03) :593-602
[4]  
Ferraris VA, 1998, J THORAC CARDIOVASC, V115, P602
[5]   Congenital Heart Surgery Nomenclature and Database Project: Update and proposed data harvest [J].
Gaynor, JW ;
Jacobs, JP ;
Jacobs, ML ;
Elliott, MJ ;
Lacour-Gayet, F ;
Tchervenkov, CI ;
Maruszewski, B ;
Mavroudis, C .
ANNALS OF THORACIC SURGERY, 2002, 73 (03) :1016-1018
[6]   THE MEANING AND USE OF THE AREA UNDER A RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1982, 143 (01) :29-36
[7]   Stratification of Complexity Improves the Utility and Accuracy of Outcomes Analysis in a Multi-Institutional Congenital Heart Surgery Database: Application of the Risk Adjustment in Congenital Heart Surgery (RACHS-1) and Aristotle Systems in the Society of Thoracic Surgeons (STS) Congenital Heart Surgery Database [J].
Jacobs, Jeffrey P. ;
Jacobs, Marshall L. ;
Lacour-Gayet, Francois G. ;
Jenkins, Kathy J. ;
Gauvreau, Kimberlee ;
Bacha, Emile ;
Maruszewski, Bohdan ;
Clarke, David R. ;
Tchervenkov, Christo I. ;
Gaynor, J. William ;
Spray, Thomas L. ;
Stellin, Giovanni ;
O'Brien, Sean M. ;
Elliott, Martin J. ;
Mavroudis, Constantine .
PEDIATRIC CARDIOLOGY, 2009, 30 (08) :1117-1130
[8]   Analysis of regional congenital cardiac surgical outcomes in Florida using The Society of Thoracic Surgeons Congenital Heart Surgery Database [J].
Jacobs, Jeffrey P. ;
Quintessenza, James A. ;
Burke, Redmond P. ;
Bleiweis, Mark S. ;
Byrne, Barry J. ;
Ceithaml, Eric L. ;
DeCampli, William M. ;
Giroud, Jorge M. ;
Perryman, Richard A. ;
Rosenkranz, Eliot R. ;
Wolff, Grace ;
Posner, Vicki ;
Steverson, Sue ;
Blanchard, William B. ;
Schiebler, Gerry L. .
CARDIOLOGY IN THE YOUNG, 2009, 19 (04) :360-369
[9]   What is operative mortality? Defining death in a surgical registry database: A report of the STS Congenital Database Taskforce and the Joint EACTS-STS Congenital Database Committee [J].
Jacobs, JP ;
Mavroudis, C ;
Jacobs, ML ;
Maruszewski, B ;
Tchervenkov, CI ;
Lacour-Gayet, FG ;
Clarke, DR ;
Yeh, T ;
Walters, HL ;
Kurosawa, H ;
Stellin, G ;
Ebels, T ;
Elliott, MJ .
ANNALS OF THORACIC SURGERY, 2006, 81 (05) :1937-1941
[10]   Center-specific differences in mortality: Preliminary analyses using the Risk Adjustment in Congenital Heart Surgery (RACHS-1) method [J].
Jenkins, KJ ;
Gauvreau, K .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2002, 124 (01) :97-104