Comparison of mortality prediction models after open abdominal aortic aneurysm repair

被引:13
作者
Hadjianastassiou, V. G.
Tekkis, P. P.
Athanasiou, T.
Muktadir, A.
Young, J. D.
Hands, L. J.
机构
[1] St Thomas Hosp, Dept Vasc Surg, London SE1 7EH, England
[2] St Marys Hosp, Imp Coll Sci Technol & Med, Dept surg Oncol & Technol, London W2 1NY, England
[3] St Marys Hosp, Imp Coll Sci Technol & Med, Natl Heart & Lung Inst, London W2 1PG, England
[4] Churchill Hosp, Oxford Transplant Unit, Oxford OX3 7LJ, England
[5] John Radcliffe Hosp, Adult Intens Care Unit, Oxford OX3 9DU, England
[6] John Radcliffe Hosp, Nuffield Dept Surg, Oxford OX3 9DU, England
关键词
hospital mortality; intensive care units; severity of illness index; prognosis; models; statistical;
D O I
10.1016/j.ejvs.2006.11.016
中图分类号
R61 [外科手术学];
学科分类号
摘要
Objectives. Comparison of the accuracy of prediction of contemporary mortality prediction models after open Abdominal Aortic Aneurysm (AAA) surgery. Methods. Post-operative data were collected from AAA patients from 2 UK Intensive Care Units (ICU). POSSUM and VBHOM based models were compared to the APACHE-AAA model which was able to adjust for the hospital-related effect on outcome. Model performance was assessed using measures of calibration, discrimination and subgroup analysis. Results. 541 patients were studied. The in-hospital mortality rate for elective AAA repair (325 patients) was: 6.2% (95% confidence interval (c.i.) 3.5 to 8.8) and for emergency repair (216 patients) was: 28.7% (95% c.i. 22.5-34.9). The APACHE-based model had the best overall fit to the whole population of AAA patients, and also separately in elective and emergency patients. The V-POSSUM physiology-only (p < 0.001) and VBHOM (p = 0.011) models had a poor fit in elective patients. The RAAA-POSSUM physiology-only (p < 0.001) and VBHOM models (p = 0.010) had a poor fit in emergency patients. Conclusions. The APACHE-AAA model with its ability to adjust for both the hospital-related '' effect '' as well as the patient case-mix, was a more accurate risk stratification model than other contemporary models, in the post-operative AAA patient managed in ICU.
引用
收藏
页码:536 / 543
页数:8
相关论文
共 25 条
[1]   The performance of SAPS II in a cohort of patients admitted to 99 Italian ICUs: Results from GiViTl [J].
Apolone, G ;
Bertolini, G ;
DAmico, R ;
Iapichino, G ;
Cattaneo, A ;
DeSalvo, G ;
Melotti, RM .
INTENSIVE CARE MEDICINE, 1996, 22 (12) :1368-1378
[2]   Comparative audit: the trouble with POSSUM [J].
Bann, SD ;
Sarin, S .
JOURNAL OF THE ROYAL SOCIETY OF MEDICINE, 2001, 94 (12) :632-634
[3]   External validation of the SAPS II, APACHE II and APACHE III prognostic models in South England: a multicentre study [J].
Beck, DH ;
Smith, GB ;
Pappachan, JV ;
Millar, B .
INTENSIVE CARE MEDICINE, 2003, 29 (02) :249-256
[4]   WHY PREDICTIVE INDEXES PERFORM LESS WELL IN VALIDATION STUDIES - IS IT MAGIC OR METHODS [J].
CHARLSON, ME ;
ALES, KL ;
SIMON, R ;
MACKENZIE, CR .
ARCHIVES OF INTERNAL MEDICINE, 1987, 147 (12) :2155-2161
[5]  
Copeland G P, 1991, Br J Surg, V78, P355, DOI 10.1002/bjs.1800780327
[6]   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
[7]   Predicting the presence of acute pulmonary embolism: A comparative analysis of the artificial neural network, logistic regression, and threshold models [J].
Eng, J .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2002, 179 (04) :869-874
[8]   Optimal prediction of mortality after abdominal aortic aneurysm repair with statistical models [J].
Hadjianastassiou, VG ;
Franco, L ;
Jerez, JM ;
Evangelou, IE ;
Goldhill, DR ;
Tekkis, PP ;
Hands, LJ .
JOURNAL OF VASCULAR SURGERY, 2006, 43 (03) :467-473
[9]   Quantification of mortality risk after abdominal aortic aneurysm repair [J].
Hadjianastassiou, VG ;
Tekkis, PP ;
Goldhill, DR ;
Hands, LJ .
BRITISH JOURNAL OF SURGERY, 2005, 92 (09) :1092-1098
[10]   A METHOD OF COMPARING THE AREAS UNDER RECEIVER OPERATING CHARACTERISTIC CURVES DERIVED FROM THE SAME CASES [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1983, 148 (03) :839-843