Logistic risk model for mortality following elective abdominal aortic aneurysm repair

被引:45
作者
Grant, S. W. [1 ]
Grayson, A. D. [2 ]
Purkayastha, D. [1 ]
Wilson, S. D. [1 ]
McCollum, C. [1 ]
机构
[1] Univ Manchester, Univ S Manchester Hosp, Manchester Acad Hlth Sci Ctr, Educ & Res Ctr,Acad Surg Unit, Manchester M23 9LT, Lancs, England
[2] Southport & Ormskirk NHS Hosp, Southport, Merseyside, England
关键词
STRESS E-PASS; PERIOPERATIVE MORTALITY; PHYSIOLOGICAL ABILITY; SCORING SYSTEM; PREDICTION; SURGERY; POSSUM; ACCESS; INDEX; CARE;
D O I
10.1002/bjs.7463
中图分类号
R61 [外科手术学];
学科分类号
摘要
Background: The aim was to develop a multivariable risk prediction model for 30-day mortality following elective abdominal aortic aneurysm (AAA) repair. Methods: Data collected prospectively on 2765 consecutive patients undergoing elective open and endovascular AAA repair from September 1999 to October 2009 in the North West of England were split randomly into development (1936 patients) and validation (829) data sets. Logistic regression analysis was undertaken to identify risk factors for 30-day mortality. Results: Ninety-eight deaths (5.1 per cent) were recorded in the development data set. Variables associated with 30-day mortality included: increasing age (P = 0.005), female sex (P = 0.002), diabetes (P = 0.029), raised serum creatinine level (P = 0.006), respiratory disease (P = 0.031), antiplatelet medication (P < 0.001) and open surgery (P = 0.002). The area under the receiver operating characteristic (ROC) curve for predicted probability of 30-day mortality in the development and validation data sets was 0.73 and 0.70 respectively. Observed versus expected 30-day mortality was 3.2 versus 2.0 per cent (P = 0.272) in low-risk, 6.1 versus 5.1 per cent (P = 0.671) in medium-risk and 11.1 versus 10.7 per cent (P = 0.879) in high-risk patients. Conclusion: This multivariable model for predicting 30-day mortality following elective AAA repair can be used clinically to calculate patient-specific risk and is useful for case-mix adjustment. The model predicted well across all risk groups in the validation data set.
引用
收藏
页码:652 / 658
页数:7
相关论文
共 33 条
[1]  
[Anonymous], GUARDIAN, DOI DOI 10.1001/JAMA.2020.5893
[2]   The Multicentre Aneurysm Screening Study (MASS) into the effect of abdominal aortic aneurysm screening on mortality in men: a randomised controlled trial [J].
Ashton, HA ;
Buxton, MJ ;
Day, NE ;
Kim, LG ;
Marteau, TM ;
Scott, RAP ;
Thomspon, SG ;
Walker, NM .
LANCET, 2002, 360 (9345) :1531-1539
[3]   A model to predict outcomes for endovascular aneurysm repair using preoperative variables [J].
Barnes, M. ;
Boult, M. ;
Maddern, G. ;
Fitridge, R. .
EUROPEAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY, 2008, 35 (05) :571-579
[4]   Risk factors for postoperative death following elective surgical repair of abdominal aortic aneurysm: results from the UK Small Aneurysm Trial [J].
Brady, AR ;
Fowkes, FGR ;
Greenhalgh, RM ;
Powell, JT ;
Ruckley, CV ;
Thompson, SG .
BRITISH JOURNAL OF SURGERY, 2000, 87 (06) :742-749
[5]  
*CAR QUAL COMM, HEART SURG UK
[6]   THE RISK OF DETERMINING RISK WITH MULTIVARIABLE MODELS [J].
CONCATO, J ;
FEINSTEIN, AR ;
HOLFORD, TR .
ANNALS OF INTERNAL MEDICINE, 1993, 118 (03) :201-210
[7]  
Copeland G P, 1991, Br J Surg, V78, P355, DOI 10.1002/bjs.1800780327
[8]   Screening for abdominal aortic aneurysm (Review) [J].
Cosford, P. A. ;
Leng, G. C. .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2007, (02)
[9]   Risk prediction for perioperative mortality of endovascular vs open repair of abdominal aortic aneurysms using the Medicare population [J].
Giles, Kristina A. ;
Schermerhorn, Marc L. ;
O'Malley, A. James ;
Cotterill, Philip ;
Jhaveri, Ami ;
Pomposelli, Frank B. ;
Landon, Bruce E. .
JOURNAL OF VASCULAR SURGERY, 2009, 50 (02) :256-262
[10]   Comparison of endovascular aneurysm repair with open repair in patients with abdominal aortic aneurysm (EVAR trial 1), 30-day operative mortality results: randomised controlled trial [J].
Greenhalgh, RM ;
Brown, LC ;
Kwong, GPS ;
Powell, JT ;
Thompson, SG .
LANCET, 2004, 364 (9437) :843-848