A scoring system predicting the risk for intensive care unit admission for complications after major lung resection: A multicenter analysis

被引:39
作者
Brunelli, Alessandro
Ferguson, Mark K.
Rocco, Gaetano
Pieretti, Paola
Vigneswaran, Wickii T.
Morgan-Hughes, Nicholas J.
Zanello, Marco
Salati, Michele
机构
[1] Univ Chicago, Chicago, IL 60637 USA
[2] Umberto First Reg Hosp, Ancona, Italy
[3] Sheffield Teaching Hosp, Sheffield, S Yorkshire, England
[4] Bellaria Hosp, Bologna, Italy
[5] Univ Bologna, Bologna, Italy
关键词
D O I
10.1016/j.athoracsur.2008.03.063
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background. We aimed to develop and validate a scoring system to predict intensive care unit (ICU) admission for complications after major lung resection for purposes of optimizing planning of resources for patient care. Methods. Patients undergoing major lung resections performed between 2000 and 2006 at three thoracic surgery units were analyzed for unplanned admission to the ICU for complications. Variables were initially screened by univariate analysis. Selected variables were used in a stepwise logistic regression analysis that was validated by bootstrap analysis. The scoring system was developed by proportional weighting of the significant and reliable predictors estimates and validated on patients operated on in a different center. Results. In the derivation set of 1297 patients, 82 (6.3%) had ICU admission for complications, and 30 died (associated mortality rate, 36.5%). Predictive variables and their scores were pneumonectomy, 2 points; and 1 point each for age older than 65, predicted postoperative forced expiratory volume in 1 second below 65%, predicted postoperative carbon monoxide lung diffusion capacity below 50%, and cardiac comorbidity. Patients were grouped into three risk classes by their scores, which were significantly associated with incremental risk of ICU admission in the validation set of 349 patients. Conclusions. This scoring system predicts incremental risk of ICU admission for complications after major lung resection. This system may help in assessing the need for additional postoperative resources and in modifying indicators used to determine the appropriateness of initial transfer of postoperative patients from ICU or step-down status and in developing criteria for future cost-effectiveness trials.
引用
收藏
页码:213 / 219
页数:7
相关论文
共 16 条
[1]   Trends in inpatient treatment intensity among Medicare beneficiaries at the end of life [J].
Barnato, AE ;
McClellan, MB ;
Kagay, CR ;
Garber, AM .
HEALTH SERVICES RESEARCH, 2004, 39 (02) :363-375
[2]  
BERENSON R, 1984, HLTH TECHNOLOGY CASE
[3]   Breaking down barriers: Helpful breakthrough statistical methods you need to understand better [J].
Blackstone, EH .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2001, 122 (03) :430-439
[4]   MONITORING QUALITY OF CARE IN THE MEDICARE PROGRAM - 2 PROPOSED SYSTEMS [J].
BROOK, RH ;
LOHR, KN .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1987, 258 (21) :3138-3141
[5]  
Brunelli Alessandro, 2007, Thorac Surg Clin, V17, P413, DOI 10.1016/j.thorsurg.2007.07.006
[6]   A scoring system predicting the risk for intensive care unit admission for complications after major lung resection: A multicenter analysis [J].
Brunelli, Alessandro ;
Ferguson, Mark K. ;
Rocco, Gaetano ;
Pieretti, Paola ;
Vigneswaran, Wickii T. ;
Morgan-Hughes, Nicholas J. ;
Zanello, Marco ;
Salati, Michele .
ANNALS OF THORACIC SURGERY, 2008, 86 (01) :213-219
[7]   Internal validation of risk models in lung resection surgery: Bootstrap versus training-and-test sampling [J].
Brunelli, Alessandro ;
Rocco, Gaetano .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2006, 131 (06) :1243-1247
[8]   Are readmissions to the intensive care unit a useful measure of hospital performance? [J].
Cooper, GS ;
Sirio, CA ;
Rotondi, AJ ;
Shepardson, LB ;
Rosenthal, GE .
MEDICAL CARE, 1999, 37 (04) :399-408
[9]   The impact of a high-dependency unit on the workload of an intensive care unit [J].
Dhond, G ;
Ridley, S ;
Palmer, M .
ANAESTHESIA, 1998, 53 (09) :841-847
[10]   Bootstrap resampling methods: Something for nothing? [J].
Grunkemeier, GL ;
Wu, YX .
ANNALS OF THORACIC SURGERY, 2004, 77 (04) :1142-1144