Value of risk scores in the decision to palliate patients withruptured abdominal aortic aneurysm
File(s)Sweeting_et_al-2017-British_Journal_of_Surgery.pdf (295.11 KB)
Published version
OA Location
Author(s)
Type
Journal Article
Abstract
Background:
The aim of this study was to develop a 48‐h mortality risk score, which included morphology data, for patients with ruptured abdominal aortic aneurysm presenting to an emergency department, and to assess its predictive accuracy and clinical effectiveness in triaging patients to immediate aneurysm repair, transfer or palliative care.
Methods:
Data from patients in the IMPROVE (Immediate Management of the Patient With Ruptured Aneurysm: Open Versus Endovascular Repair) randomized trial were used to develop the risk score. Variables considered included age, sex, haemodynamic markers and aortic morphology. Backwards selection was used to identify relevant predictors. Predictive performance was assessed using calibration plots and the C‐statistic. Validation of the newly developed and other previously published scores was conducted in four external populations. The net benefit of treating patients based on a risk threshold compared with treating none was quantified.
Results:
Data from 536 patients in the IMPROVE trial were included. The final variables retained were age, sex, haemoglobin level, serum creatinine level, systolic BP, aortic neck length and angle, and acute myocardial ischaemia. The discrimination of the score for 48‐h mortality in the IMPROVE data was reasonable (C‐statistic 0·710, 95 per cent c.i. 0·659 to 0·760), but varied in external populations (from 0·652 to 0·761). The new score outperformed other published risk scores in some, but not all, populations. An 8 (95 per cent c.i. 5 to 11) per cent improvement in the C‐statistic was estimated compared with using age alone.
Conclusion:
The assessed risk scores did not have sufficient accuracy to enable potentially life‐saving decisions to be made regarding intervention. Focus should therefore shift to offering repair to more patients and reducing non‐intervention rates, while respecting the wishes of the patient and family.
The aim of this study was to develop a 48‐h mortality risk score, which included morphology data, for patients with ruptured abdominal aortic aneurysm presenting to an emergency department, and to assess its predictive accuracy and clinical effectiveness in triaging patients to immediate aneurysm repair, transfer or palliative care.
Methods:
Data from patients in the IMPROVE (Immediate Management of the Patient With Ruptured Aneurysm: Open Versus Endovascular Repair) randomized trial were used to develop the risk score. Variables considered included age, sex, haemodynamic markers and aortic morphology. Backwards selection was used to identify relevant predictors. Predictive performance was assessed using calibration plots and the C‐statistic. Validation of the newly developed and other previously published scores was conducted in four external populations. The net benefit of treating patients based on a risk threshold compared with treating none was quantified.
Results:
Data from 536 patients in the IMPROVE trial were included. The final variables retained were age, sex, haemoglobin level, serum creatinine level, systolic BP, aortic neck length and angle, and acute myocardial ischaemia. The discrimination of the score for 48‐h mortality in the IMPROVE data was reasonable (C‐statistic 0·710, 95 per cent c.i. 0·659 to 0·760), but varied in external populations (from 0·652 to 0·761). The new score outperformed other published risk scores in some, but not all, populations. An 8 (95 per cent c.i. 5 to 11) per cent improvement in the C‐statistic was estimated compared with using age alone.
Conclusion:
The assessed risk scores did not have sufficient accuracy to enable potentially life‐saving decisions to be made regarding intervention. Focus should therefore shift to offering repair to more patients and reducing non‐intervention rates, while respecting the wishes of the patient and family.
Date Issued
2018-08-01
Date Acceptance
2017-12-13
Citation
British Journal of Surgery, 2018, 105 (9), pp.1135-1144
ISSN
1365-2168
Publisher
Wiley
Start Page
1135
End Page
1144
Journal / Book Title
British Journal of Surgery
Volume
105
Issue
9
Copyright Statement
© 2018 The Authors. BJS published by John Wiley & Sons Ltd on behalf of BJS Society Ltd. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License, which permits use, distribution and repro duction in any medium, provided the original work is properly cited and is not used for commercial purposes.
Sponsor
Department of Health
National Institute for Health Research Health Technology Assessment Programme
Grant Number
07/37/64
HTA project 07/37/64
Subjects
Science & Technology
Life Sciences & Biomedicine
Surgery
RANDOMIZED-CONTROLLED-TRIAL
PREDICTION MODELS
SCORING SYSTEMS
OPEN REPAIR
MORTALITY
VALIDATION
OUTCOMES
COHORT
Aged
Aortic Aneurysm, Abdominal
Aortic Rupture
Decision Support Techniques
Endovascular Procedures
Female
Follow-Up Studies
Hospital Mortality
Humans
Male
Palliative Care
ROC Curve
Retrospective Studies
Risk Assessment
Risk Factors
Survival Rate
Time Factors
Treatment Outcome
United Kingdom
Ruptured Aneurysm Collaborators: AJAX Trial investigators
ECAR Trial investigators
IMPROVE Trial investigators: management committee
STAR Cohort investigators
Humans
Aortic Rupture
Aortic Aneurysm, Abdominal
Treatment Outcome
Palliative Care
Hospital Mortality
Survival Rate
Risk Assessment
Risk Factors
Retrospective Studies
Follow-Up Studies
ROC Curve
Decision Support Techniques
Time Factors
Aged
Female
Male
Endovascular Procedures
United Kingdom
Surgery
11 Medical and Health Sciences
Publication Status
Published
Date Publish Online
2018-04-06