- Open Access
Pre-operative risk scores for the prediction of outcome in elderly people who require emergency surgery
World Journal of Emergency Surgery volume 2, Article number: 16 (2007)
The decision on whether to operate on a sick elderly person with an intra-abdominal emergency is one of the most difficult in general surgery. A predictive risk-score would be of great value in this situation.
A Medline search was performed to identify those predictive risk-scores relevant to sick elderly patients in whom emergency surgery might be life-saving.
Many of the risk scores for surgical patients include the operative findings or require tests which are not available in the acute situation. Most of the relevant studies include younger patients and elective surgery. The Glasgow Aneurysm Score and Hardman Index are specific to ruptured aortic aneurysm while the Boey Score and the Hacetteppe Score are specific to perforated peptic ulcer. The Reiss Index and Fitness Score can be used pre-operatively if the elements of the score can be completed in time. The ASA score, which includes a significant element of subjective clinical judgement, can be augmented with factors such as age and urgency of surgery but no test has a negative predictive value sufficient to recommend against surgical intervention without clinical input.
Risk scores may be helpful in sick elderly patients needing emergency abdominal surgery but an experienced clinical opinion is still essential.
When an elderly person presents to hospital requiring an emergency operation, it is the surgeon and anaesthetist's duty to assess the risks of anaesthesia and surgery by establishing the patient's pre-morbid condition, quality of life (QOL) and prognosis and to weigh this with the likelihood that a surgical operation will be successful. Surgery may not be advised if the chance of success is slight and the risk of causing a fatal outcome is considered greater by operating. In order to make these difficult decisions more objective a number of scoring systems have been constructed. The most commonly used is the American Society of Anaesthesiologists (ASA) score which includes a category, ASA V, for patients who are not expected to survive whether or not surgery is performed . This group of patients has also been categorised as "non-viable", a term favoured by Seymour and Pringle  who advocate leaving out this group of dying patients when auditing a surgical unit's mortality figures.
Ideally, surgeons would have a reliable, easy-to-calculate scoring system to apply to all elderly people presenting for emergency surgery. An accurate prediction of outcome could then be made while assessing a patient's fitness for surgery, allowing the surgical team to present a more informed choice to the patient on whether surgery or supportive care is the optimal management. By providing a percentage risk of mortality, of morbidity, or of post-operative reduction in QOL, such a score would also be helpful when communicating with the most unfit patients and their relatives, why surgery is not advised.
Although easy to use, the ASA score has not fulfilled all of these ideals and many other scores have been developed [3–8]. Some of these are only useful in elective surgery since they require tests that would not be practical in the assessment of a patient for an emergency laparotomy.
Most surgical risk scores have been created from large operative databases, using statistical analyses to determine which variables are most-strongly associated with outcome. These scores, of which the most-commonly used here in the UK is the Physiological and Operative Severity Score for the enUmeration of Mortality (POSSUM)  or one of its modifications , usually require intra-operative information, and so are not useful in the pre-operative assessment phase of management. Indeed, this was not their intended use. They were designed for comparative surgical audit, to discount the effect of case-mix on outcome. The Acute Physiology and Chronic Health Evaluation (APACHE) score  or the later version APACHE II, is commonly used to assess surgical patients on the Intensive Care Unit (ICU) where it was designed to predict outcome, but it has seldom been used in pre-operatively assessment .
The purpose of this review is to establish the current status of pre-operative scoring systems in emergency surgery, focussing on decision-making in elderly people. Is there a reliable and accurate scoring system to help decide if an elderly person being considered for an emergency laparotomy will be made better or worse by surgery?
A search of the literature from 1977 – 2007 was performed using Medline. The search terms used included: elderly, aged, pre-operative assessment, emergency surgery and scoring. Secondary references were obtained from key articles. Although articles relevant to other surgical specialties were assessed, the focus was on abdominal and vascular emergencies.
Most of the literature on surgical scoring systems concerns both elective and emergency surgery, and although there is a great deal of literature on risk-management in elderly people, there is relatively little which is specific to the subject of this review.
Many publications describe the use of post-operative scoring systems such as POSSUM to compare predicted and observed outcomes, but this review is focussed on practical scores which can be calculated pre-operatively in an elderly surgical patient with peritonitis. Systems are included if they apply to all age groups but will be of most relevance in the elderly, such as ruptured abdominal aortic aneurysm (AAA) scores. Likewise, scoring systems which were validated on a mixture of acute and elective cases have been included if they provide a useful outcome prediction in emergency surgery.
Operative mortality is the most commonly-used marker of outcome after surgery and most scoring systems aim to predict post-operative death. Patients may well consider other outcome measures, such as the length of recovery time and QOL as more important. Some scoring systems aim to predict the risk of surgical complications, but none were found that make QOL predictions after emergency surgery. This compares unfavourably with the situation in elderly care medicine where scoring systems such as the Sickness Impact Profile do exist for predicting the effect of interventions on QOL after discharge from hospital . Table 1 lists the scoring systems identified in this review, classified by outcome measure.
Creation of scoring systems
It has proven difficult to design scoring systems that are both accurate and easy to use. Scores derived by multivariate analysis of a large cohort of patients, such as the Reiss Index  usually require several pre-operative data to be collected and diagnostic information that may not be available until surgery is undertaken. Scores that are simpler to apply in practice have either been derived from multi-variate analysis, such as the Glasgow Aneurysm Score , or from an arbitrary selection of likely risk factors that the authors have weighted without statistical analysis, such as the Fitness Score .
Pre-operative scoring systems
Using the patient's age alone as a 'score' to determine whether or not they will be fit to survive surgery has been shown to be invalid. There is now a large amount of evidence that demonstrates that although older patients do worse after emergency surgery, with mortality rates in over-74 year-olds double that of 65–74 year-old in one UK study , it is because they have more co-morbidities than younger patients. In multi-variate analyses, age on its own has been shown to be a poor predictor of mortality, morbidity or length of stay in hospital . APACHE-II scores appear to predict outcome equally well when the age points are omitted . A fit elderly person should not be denied an emergency operation because of their age alone.
2. ASA score
Although the ASA classification of fitness for surgery was not devised as a risk prediction score, it has been used in this way, both on its own, and in conjunction with other patient or operative variables such as age [16–18], sex , urgency of surgery  or APACHE-II score . Several studies have described the association between ASA score and observed post-operative mortality in elderly patients undergoing emergency gastrointestinal surgery (Table 2a/2b).
The rate of post-operative morbidity in each ASA class has also been observed. Akoh et al found morbidity rates after emergency laparotomy of 40%, 63% and 100% in ASA 2, 3 and 4 patients respectively . 64% of all ASA 2–5 patients in the study by Barlow et al developed post-operative complications .
In uni-variate and multi-variate analyses of emergency surgical patients and mortality, ASA has consistently been shown to be a good predictor of death post-operatively [15, 20, 21]. This is in spite of its subjective nature and the inter-observer variation in measuring ASA .
A recent Italian study has used ASA in conjunction with urgency of surgery (elective vs. urgent/emergency) and patient age (< 50; 50–69; > 70years) to develop a model for predicting mortality after surgery that could be used pre-operatively . This model was developed on data from 1936 patients and validated on a further 1849 patients, although 95% of these were elective cases. The prediction of mortality using this system is shown in Table 3. The definition of major surgery used in the article would include all emergency laparotomies involving a bowel resection or vascular procedure. By Receiver Operator Characteristic (ROC) curve analysis this score was shown to be a slightly more accurate predictor than ASA alone. (Area under the ROC curve equals the probability of concordance between the predicted and observed mortality, from 0.5 representing chance performance to 1 for perfect performance).
ASA has been used for many years, and remains the only score routinely used in most surgical emergency cases. It was not designed to predict mortality but it has been shown to give a good estimate of mortality risk with the great advantage of being simple to score. It is subjective however, and may be applied inconsistently by different anaesthetists.
The APACHE-II score has been studied for its pre-operative predictive value as well as for the intended purpose of predicting postoperative mortality on ICU. It is relatively easy to calculate in the emergency assessment setting, but the acquisition of 12 physiological variables will always make it less readily measured than ASA.
Goffi et al measured APACHE II and ASA scores pre-operatively in 187 general surgical patients, of which 49 were emergency cases, and compared their accuracy at predicting mortality and morbidity in the first 30 post-operative days . APACHE II gave a better prediction of outcome than ASA when assessed with ROC curves. The area under the ROC curve for both elective and emergency cases was 0.894 for APACHE II compared to 0.777 for ASA (p < 0.001). There was no significant difference between prediction in emergency or elective cases, nor between the prediction pre or post-operatively. It was concluded that APACHE II may be cautiously used pre-operatively, but not as a substitute for good clinical judgement.
4. Sickness assessment
Kennedy et al prospectively analysed emergency surgical admissions in elderly patients . 498 consecutive surgical admissions were studied, of patients aged 65 and above. Their simple scoring system, the Sickness Assessment (SA), used three variables: hypotension; severe chronic disease and whether or not the patient was independent and self-caring. These conditions were clearly defined. In the group of patients with a SA score of zero, there were no deaths. Mortality in patients with one, two and three parameters present was 52%, 60% and 100% respectively. Three quarters of all deaths were predicted. Hypotension (Systolic BP < 100 mmHg on admission) carried the highest predictive power; mortality was 77% in patients undergoing laparotomy who were hypotensive on admission (sensitivity 61%). Laparotomy in the presence of a positive SA was associated with a 57% mortality compared to 15% in those with a zero SA (p < 0.001). The APACHE II system was not found to have superior predictive power, however a score of only 12 was used as a cut off. Increasing the cut-off increased specificity but reduced sensitivity. No ROC curve analysis was performed on these data.
5. Fitness score
A study by Playforth et al in 1987 describes a scoring system applied to 1517 consecutive patients of all ages undergoing major abdominal surgery . Emergency operations accounted for 50% of this cohort and 46% of these patients were over 70 years old. The 26 risk factors were chosen by the authors and weighted arbitrarily from 1 – 4 with, for example, Haemoglobin < 10 g/dL scoring 1 and age > 80 years scoring 4. This method calls into doubt the likely validity of this scoring system. Patients scoring less than 6 were found to have a mortality rate of 0.7%; compared to 38% with a score of 6 or more. The sensitivity of the Fitness Score was 96% and specificity 81% when 6 was used as the cut-off between low and high-risk.
In addition to the difficulty of scoring 26 variables pre-operatively, some, such as the presence of perforation or obstruction and diagnosis of cancer, may not be available before surgery
6. Reiss index
Reiss et al have produced a scoring system for predicting mortality in the elderly . Their study is exclusively focussed on laparotomies in old people, but not on emergencies alone. Using 36 variables, acquired from 1200 patients undergoing laparotomy, they identified the five most significant factors by multi-factorial stepwise regression analysis. These were: age; urgency of surgery; ASA; presence of malignancy and diagnosis. The score was validated pre-operatively on another 200 patients.
An emergency laparotomy where the diagnosis was unknown could not be scored with this system, which has been shown to be inferior to the ASA classification in predicting postoperative morbidity and mortality. In an Italian study, 125 consecutive patients, aged older 70 years, undergoing surgical treatment, were investigated . The patients were grouped according to the ASA score and Reiss Index. Post-operative morbidity and mortality rates were calculated. Both indices were good predictors of postoperative prognosis but the sensitivity of the ASA score was better.
7. Sepsis scores
As well as the APACHE score, several other scoring systems have been developed for intra-abdominal sepsis. These scores include the Simplified Acute Physiology Score (SAPS) , Sepsis Score , Multiple Organ Failure Score  and Mannheim Peritonitis Index (MPI) . In comparative studies the APACHE II and MPI appear to offer the best prediction of outcome. As in most studies of scoring systems, Bosscha et al  point out that the MPI, though the best of these scores at predicting outcome, could not be used on individual patients as a decision-making tool due to its low specificity. Qureshi et al also found a high false positive rate (72%) using MPI alone . Combining the MPI and APACHE II improves specificity  but these scores are most useful in auditing outcome for a group of surgical ICU patients .
8. Peptic ulcer scoring systems
a) Boey score
Having determined a group of risk factors for mortality in perforated peptic ulcer, Boey et al in 1987 validated these factors in a second cohort of 259 consecutive patients with perforated peptic ulcers undergoing emergency laparotomy . Mean age was only 51.3 years. They identified three risk factors and a risk of mortality associated with the number present in each case, as shown in Table 4. There were no false-negative errors – all 16 patients who died post-operatively were identified with this system. However a false-positive rate of 53% means that if the decision not to operate had been based on a positive mortality prediction with this score, 28 life-saving operations would have been declined.
Irvin  attempted to validate the Boey Score on a cohort of 265 consecutive patients who had operations for perforated peptic ulcer. 176 of these were 70 years or above, of which two-thirds were female. All 5 patients with three Boey Score risk factors died. At a cut-off of two risk factors the accuracy was less good, with 13 patients surviving from 29 (false positive rate 45%) Mortality rates for the patients over 70 years are shown in Table 4. Higher mortality rates compared to Boey et al reflect the more severely-ill group of patients in this later study.
b) Haceteppe score
The Haceteppe score for perforated peptic ulcers was developed from multi-variate analysis of 173 patients operated for perforated peptic ulcers, looking for variables associated with high mortality . The four most-closely associated variables were the presence of a serious coexisting medical illness, acute renal failure, white cell count of more than 20 × 109/l, and male sex. The score was established using these four variables. The sensitivity was 83%, the specificity 94%, and the overall predictive accuracy 93%. There has been no study to revalidate this score or test its accuracy against others.
9. Aneurysm scoring systems
a) Pre-operative POSSUM scores
The POSSUM score requires operative data to accurately predict outcome, but there are studies in vascular surgery on the pre-operative use of the score. In 2001 the Vascular Surgical Society of Great Britain and Ireland conducted an audit of 1345 vascular operations. One finding was that the physiological element of the POSSUM score predicted outcome of surgery as well as the total score with the operative element . Neary et al showed that the POSSUM physiology score alone could predict the outcome of intra-arterial thrombolysis for acute leg ischaemia  and the same group in 2003 showed that the physiological POSSUM score predicted outcome for ruptured AAA surgery . This suggests that pre-operative use of the physiological POSSUM score could be predictive, at least in emergency vascular surgery although none of these studies was exclusive to the elderly.
b) Hardman index
An Australian study from 1996 by Hardman et al  used logistic regression techniques on group of 154 patients with ruptured AAA, who were mostly over 65, to identify five independent pre-operative factors associated with mortality. These were age > 76, creatinine > 190 mmol/L, loss of consciousness, Haemoglobin < 9/dL and ECG signs of ischaemia; factors that can easily be collected before surgery. The presence of three or more risk factors was associated with 100% mortality. 0, 1 or 2 factors were associated with mortality risks of 16%, 37% and 72% respectively.
The Hardman Index has been compared with the physiological POSSUM score in predicting mortality after ruptured AAA surgery by Neary et al  who compared observed and predicted outcomes using each score on 191 cases of ruptured AAA undergoing emergency repair. They concluded that both scores predicted mortality well, but the Hardman Index was the easier to calculate at the bedside and would be easier to apply in practice, because it gives a clear prediction of death if three factors are present. However, in a recent study by Tambyraja et al  9 patients with three or more criteria were operated on and 6 survived.
c) Glasgow Aneurysm Score (GAS)
First described in 1994, the GAS calculates a risk of mortality with ruptured AAA by using age in years + 17 for the presence of shock + 7 for myocardial disease + 10 for cerebro-vascular disease + 14 for renal disease . Univariate analysis on 368 operated patients (ruptured and intact) was used to determine which risk factors carried greatest influence on outcome. The presence of shock was the single most important prognostic marker. By itself, rupture of the AAA was not a good predictor independently of shock. In a second study conducted prospectively, the same authors found that a score of 95 was correlated with a mortality of 80% .
A Finnish study of 836 patients with ruptured AAA showed that GAS accurately predicted mortality . ROC curve analysis in this study showed that a score of 84 gave the greatest area under the curve for predicting death post-operatively. Mortality was 28% with a score of 84 or less; 65% with a score over 84 (p < 0.001). With a cut-off score of 85, Leo et al showed a mortality of 88.9% for ruptured AAA compared with 15.9% at 84 or less (p < 0.0001) .
GAS performed better than the Hardman Index in a study of 82 patients with a ruptured AAA undergoing surgery (median age 73), although neither was a good predictor of mortality . It was also slightly superior in the study of 114 patients by Leo et al . GAS is simple to apply to patients with ruptured AAA and could be applied prior to arrival in hospital. A score of 85 appears to be the best cut-off value between likely death and survival. Table 5 shows the observed mortality rates for each GAS score in the three largest studies to date.
10. Cleveland clinic colorectal cancer model
Fazio et al used multivariate analysis of a database of 5034 patients (elective and emergency) to identify the six factors most associated with 30-day mortality in surgery for colorectal cancer . Although two of these factors (TNM stage and whether or not the cancer is resected) may not be assessable pre-operatively, the authors describe their system as a pre-operative score and propose its use in emergency and elective surgery for colorectal cancer. Mortality risk can be calculated by measuring age, ASA, TNM stage, urgency of surgery, Haematocrit and resectability of tumour.
Scores predicting morbidity
1. Veltkamp score
This model was developed on a cohort of 3075 patients of all ages, admitted to a general surgical ward for elective or emergency surgery. 11 patient, disease and surgery-related variables are used, with a reasonable predictive power for serious post-operative complications . This score could be used pre-operatively as none of the 11 variables involve operative data. The model had an area under the ROC curve of 0.79. Minor complications were less-successfully predicted.
2. VA respiratory failure prediction index
The VA study was modelled on over 80, 000 men to devise a system to predict the 3.4% of patients who developed respiratory failure (defined as mechanical ventilation for 48 hours or more) after (non-cardiac) surgery . Weighted scores are given for type of surgery, emergency surgery (less than 12 hours after admission), albumin, urea, pre-morbid functional status, respiratory function history and age. A score over 40 predicts a risk of respiratory failure of 31%. This score could be measured pre-operatively, but an estimate of the type of surgery would be required, although this would only need to decide on the location of surgery (thoracic, abdominal etc) rather than a specific procedure, with estimates of blood loss for example, as in the POSSUM score. The same authors have designed a pneumonia prediction score on a similar population of elderly male patients .
Other scoring systems for attempting to quantify the risk of mortality or morbidity after emergency surgery have been described which are unsuitable for pre-operative assessment (Table 6). Only Cook and Day's scoring system  was developed in the context of an exclusively elderly group of emergency admissions.
The Surgical Risk Scale (SRS; also called Surgical Risk Score by the same authors) proposed by Sutton et al  combines two elements that could be scored pre-operatively with one (the BUPA score of operative severity) that could be estimated pre-operatively if the likely operation was predictable. There is no recorded use of the SRS in this way, but as most emergency operations in elderly people would be classified as Major or Major-plus (BUPA 3/4) it may be possible to use the SRS hypothetically before surgery. Post-operatively the SRS had a similar accuracy to the P-POSSUM in the study by Brooks et al . This score has not been studied in a cohort of exclusively elderly patients needing emergency operations.
There is no ideal scoring system for the pre-operative assessment of elderly patients needing emergency surgery. Some pre-operative scoring systems provide approximate estimates of mortality risk but none have been shown to be sufficiently specific for use on individual patients. At present, the Fitness Score has greatest specificity (80%) but would not be easy to use on all emergency admissions. Post-operative scoring systems such as P-POSSUM probably provide more accurate predictions, but are not useful in pre-operative assessment. Unfortunately, there are very few studies that have revisited old scoring systems or attempted to compare systems to assess which is best. Most articles in this field have proposed another new system.
The timing of data collection to create risk scores is seldom mentioned in the literature. Not only do physiological values vary during the acute admission, making the scores obtained by them unreliable, but there is evidence that to include operative findings and post-operative parameters on ICU improves the accuracy of the prediction. Although a score at initial assessment would help triage and plan treatment, comparative audit with post-operative scores remains the most useful function of scoring systems at present.
Even if accurate pre-operative predictions of outcome were possible by estimation of a risk score, an expert surgical opinion would be required to interpret these predictions at the bedside. An experienced clinician can not only assess prognosis but also weigh up the local facilities available, the patient's QOL and ethical issues, as well as considering the patient or relative's wishes. Scoring will never replace clinical judgement; if a prediction of 75% mortality after surgery is made by a score, it will still fall to the surgeon to decide whether or not to recommend an operation.
There is some evidence that expert surgical opinion is as accurate as any current pre-operative scoring system, or more so. Hartley and Sagar  compared surgical opinion on outcome after surgery, with a POSSUM score prediction. They showed that a surgeon's opinion had greater specificity than POSSUM at predicting death (88% vs 64%). Cook et al in an audit of mortality in the elderly tried to determine whether clinical judgement was better than scoring . They found that pre-operatively, surgeons or anaesthetists predicted death with a specificity of 89%, which is greater than any of the scores identified in this review. Sensitivity was less good: 46% and 62% respectively. Markus et al found that surgeons tend to underestimate the risk of complications in emergency surgery, but that their clinical judgement was more accurate than P-POSSUM predictions  while Hobson et al studied 163 patients needing emergency surgery and compared predictions of 30-day mortality by surgeons, anaesthetists and POSSUM scoring and found that clinical predictions were as good as those made by scoring, using ROC curve analysis .
The specificity of surgical opinion will clearly depend on who the available surgeon is. If a senior surgeon is not available, then a scoring system may provide a better prediction. For that reason, scoring systems should continue to be developed.
Of the pre-operative scoring systems in use, the one which has stood the test of time and is used most, the ASA score, is also the most subjective, relying on the anaesthetist's overall clinical assessment of the patient. The fact that ASA scores vary between observers suggests that it is really an expert clinical assessment of risk and not a score at all. In a study of acutely perforated colorectal cancers in patients with a mean age of 70.5 years, stepwise logistic regression analysis showed that ASA scoring was the only significant pre-operative method of predicting short-term outcome .
Scoring systems such as the Reiss Index or Fitness Score can be used pre-operatively if there is time to gain enough data to complete the scoring. In future the speed and accuracy of investigations may allow a pre-operative diagnosis to be established more reliably, making these systems more useful than they are at present.
Scoring systems are generated and validated on specific populations that may be substantially different from the patients being scored in a different hospital. One potential resolution would be for each hospital to create a system specific to its own population, which is regularly re-validated.
One of the most accurate scoring systems used in elective cardio-thoracic surgery is the EUROSCORE . It was developed from data on more than 19,000 operations in 128 centres. Because the surgery is elective and the variables most associated with mortality risk are clear, a high level of accuracy is possible and the score has been validated in North America and Europe . Abdominal emergencies in the elderly are never going to be as predictable, and we must expect greater regional variation in this branch of surgery.
There have been several attempts at creating a scoring system to predict mortality and morbidity risk after emergency surgery. Few of these have been specific to elderly patients. Some scoring systems provide a prediction that approximates to the observed mortality rate for a cohort, but none is sufficiently accurate to rely upon when considering an individual patient. In cases of ruptured AAA, the GAS comes closest to this ideal. Post-operative scoring has found its use in comparative audit but its advocates do not suggest its use on individual case prediction. Of the scores that can be applied pre-operatively, only the ASA is widely used. It provides the best balance of practicality and accuracy, especially if combined with another variable such as age or operative urgency. This may reflect the fact that the ASA score is primarily an anaesthetic opinion on the patient's overall state of health, and that clinical judgement is still critical to accurate risk prediction in the sick elderly patient.
Abdominal Aortic Aneurysm
American Society of Anaesthesiologists
The Acute Physiology and Chronic Health Evaluation
British United Provident Association
Cardiac Risk Index
Glasgow Aneurysm Score
Intensive Care Unit
Mannheim Peritonitis Index
National Confidential Enquiry into Operative Deaths
Physiological and Operative Severity Score for the enUmeration of Mortality
Portsmouth modification of POSSUM score
Quality of Life
Receiver Operator Characteristic
Simplified Acute Physiology Score
Surgical Risk Scale/Score
Tumour Node Metastasis
Anon: New classification of physical status. Anesthesiology. 1963, 24: 111.
Seymour DG, Pringle R: A new method of auditing surgical mortality rates: application to a group of elderly general surgical patients. BMJ. 1982, 284: 1539-42.
Goldman L, Caldera DL, Nussbaum SR, Southwick FS, Krogstad D, Murray B: Multifactorial index of cardiac risk in noncardiac surgical procedures. N Engl J Med. 1977, 297: 845-50.
Kroenke K, Lawrence VA, Theroux JF, Tuley MR, Hilsenbeck S: Postoperative complications after thoracic and major abdominal surgery in patients with and without obstructive lung disease. Chest. 1993, 104: 1445-51.
Mullen JL, Gertner MH, Buzby GP, Goodhart GL, Rosato EF: Implications of malnutrition in the surgical patient. Arch Surg. 1979, 114: 121-5.
Copeland GP, Jones D, Walters M: POSSUM: a scoring system for surgical audit. Br J Surg. 1991, 78: 355-60. 10.1002/bjs.1800780327.
Prytherch DR, Whiteley MS, Higgins B, Weaver PC, Prout WG, Powell SJ: POSSUM and Portsmouth POSSUM for predicting mortality. Br J Surg. 1998, 85: 1217-1220. 10.1046/j.1365-2168.1998.00840.x.
Knaus WA, Zimmerman JE, Wagner DP, Draper EA, Lawrence DE: APACHE – acute physiology and chronic health evaluation: a physiologically based classification system. Crit Care Med. 1985, 13: 818-29. 10.1097/00003246-198510000-00009.
Goffi L, Saba V, Ghiselli R, Necozione S, Mattei A, Carle F: Preoperative APACHE II and ASA scores in patients having major general surgical operations: Prognostic value and potential clinical applications. Eur J Surg. 1999, 165: 730-35. 10.1080/11024159950189483.
Bergner M, Bobbitt RA, Pollard WE: Sickness Impact Profile: validation of a health status measure. Med Care. 1976, 14: 57-61. 10.1097/00005650-197601000-00006.
Reiss R, Deutsch A, Nudelman I: Surgical problems in octogenarians: epidemiological analysis of 1083 consecutive admissions. World J Surg. 1992, 16: 1017-21. 10.1007/BF02067023.
Samy AK, Murray G, MacBain G: Glasgow aneurysm score. Cardiovasc Surg. 1994, 2: 41-44.
Playforth MJ, Smith GMR, Evans M, Pollock AV: Pre-operative assessment of fitness score. Br J Surg. 1987, 74: 890-2. 10.1002/bjs.1800741007.
Barlow AP, Zarifa Z, Shillito RG, Crumplin MKH, Edwards E, McCarthy JM: Surgery in a geriatric population. Ann R Coll Surg Engl. 1989, 71: 110-4.
Arenal JJ, Bengoechea-Beeby M: Mortality associated with emergency abdominal surgery in the elderly. Can J Surg. 2003, 46: 111-16.
Donati A, Ruzzi M, Adrario E, Pelaia P, Coluzzi F, Gabbanelli V, Pietropaoli P: A new and feasible model for predicting operative risk. Br J Anaesth. 2004, 93: 393-9. 10.1093/bja/aeh210.
Hall JC, Hall JL: ASA status and age predict adverse events after abdominal surgery. J Qual Clin Pract. 1996, 16: 103-8.
Cook TM, Day CJE: Hospital mortality after urgent and emergency laparotomy in patients aged 65 yr and over. Risk and prediction of risk using multiple logistic regression analysis. Br J Anaesth. 1998, 80: 776-81.
Akoh JA, Mathew AM, Chalmers JWT, Finlayson A, Auld GD: Audit of major gastrointestinal surgery in patients aged 80 years or over. J R Coll Surg Edin. 1994, 39: 208-213.
Makela JT, Kiviniemi H, Laitinen S: Prognostic factors of perforated sigmoid diverticulitis in the elderly. Dig Surg. 2005, 22: 100-106. 10.1159/000085472.
Wolters U, Wolf T, Stutzer H, Schroder T: ASA classification and peri-operative variables as predictors of postoperative outcome. Br J Anaesth. 1996, 77: 217-222.
Owens WD, Felts JA, Spitznagel EL: ASA physical status classifications: a study of consistency of ratings. Anaesthesiology. 1978, 49: 239-43. 10.1097/00000542-197810000-00003.
Kennedy RH, al-Mufti RA, Brewster SF, Sherry EN, Magee TR, Irvin TT: The acute surgical admission: is mortality predictable in the elderly. Ann R Coll Surg Engl. 1994, 76: 342-5.
Leardi S, De Santis C, Ciccarelli O, Valenti M, D'Alessandro A, Pietroletti R, Simi M: Risk of surgery in geriatric age: prospective evaluation of risk factors. Ann Ital Chir. 1998, 69: 575-9.
LeGall J, Loirat P, Alperovitch A, Glaser P, Granthil C, Mathieu D: A simplified acute physiology score for ICU patients. Crit Care Med. 1984, 12: 975-977.
Elebute EA, Stoner HB: The grading of sepsis. Br J Surg. 1983, 70: 29-31. 10.1002/bjs.1800700111.
Goris RJA, te Boekhorst TPA, Nuytinck JKS, Gimbrere JSF: Multi-organ failure. Generalized autodestructive inflammation?. Arch Surg. 1985, 120: 1109-15.
Wacha H, Linder MM, Feldman U, Wesch G, Gundlach E, Steifensand RA: Mannheim Peritonitis Index – prediction of risk of death from peritonitis: construction of a stastical and validation of an empirically based index. Theoretical Surgery. 1987, 1: 169-77.
Bosscha K, Reijinders K, Hulstaert PF, Algra A, van der Werken C: Prognostic scoring systems to predict outcome in peritonitis and intra-abdominal sepsis. Br J Surg. 1997, 84: 1532-34. 10.1002/bjs.1800841110.
Qureshi AM, Zafar A, Saeed K, Quddus A: Predictive power of Mannheim Peritonitis Index. JCPSP. 2005, 11: 693-696.
Jones HJS, de Cossart L: Risk scoring in surgical patients. Br J Surg. 1999, 86: 149-157. 10.1046/j.1365-2168.1999.01006.x.
Boey J, Choi SKY, Alagaratnam TT, Poon A: Risk stratification in perforated duodenal ulcers. Ann Surg. 1987, 205: 22-26. 10.1097/00000658-198701000-00005.
Irvin TT: Mortality and perforated peptic ulcer: a case for risk stratification in elderly patients. Br J Surg. 1989, 76: 215-218. 10.1002/bjs.1800760304.
Altaca G, Sayek I, Onat D, Cakmakci M, Kamiloglu S: Risk factors in perforated peptic ulcer disease: comparison of a new score system with the Mannheim Peritonitis Index. Eur J Surg. 1992, 158: 217-221.
Prytherch DR, Ridler BMF, Earnshaw JJ: A model for national audit in vascular surgery. Eur J Vasc Endovasc Surg. 2001, 21: 477-83. 10.1053/ejvs.2001.1369.
Neary B, Whitman B, Foy C, Heather BP, Earnshaw JJ: Value of POSSUM physiology scoring to assess outcome after intra-arterial thrombolysis for acute leg ischaemia. Br J Surg. 2001, 88: 1344-45. 10.1046/j.0007-1323.2001.01914.x.
Neary WD, Crow P, Foy C, Prytherch D, Heather BP, Earnshaw JJ: Comparison of POSSUM scoring and the Hardman Index in selection of patients for repair of ruptured abdominal aortic aneurysm. Br J Surg. 2003, 90: 421-425. 10.1002/bjs.4061.
Hardman DTA, Fisher CM, Patel MI, Neale M, Chambers J, Lane R, Appleberg M: Ruptured abdominal aortic aneurysms : who should be offered surgery?. J Vasc Surg. 1996, 23: 123-9. 10.1016/S0741-5214(05)80042-4.
Tambyraja AL, Fraser SCA, Murie JA, Chalmers RTA: Validity of the Glasgow Aneurysm Score and Hardman Index in predicting outcome after ruptured abdominal aortic aneurysm repair. Br J Surg. 2005, 92: 570-573. 10.1002/bjs.4907.
Samy AK, Murray G, MacBain G: Prospective evaluation of the Glasgow Aneurysm Score. J R Coll Surg Edin. 1996, 41: 105-107.
Korhonen SJ, Ylonen K, Biancari F, Heikkinen M, Salenius JP, Lepantalo M: Glasgow Aneurysm Score as a predictor of immediate outcome after surgery for ruptured abdominal aortic aneurysm. Br J Surg. 2004, 91: 1449-1452. 10.1002/bjs.4634.
Leo E, Biancari F, Nesi F, Poqany G, Bartolucci R, De Pasquale F, Rainio P, Satta J, Rabitti G, Juvonen T: Risk-scoring methods in predicting the immediate outcome after emergency open repair of ruptured abdominal aortic aneurysm. Am J Surg. 2006, 192: 19-23. 10.1016/j.amjsurg.2006.01.026.
Fazio VW, Tekkis PP, Remzi F, Lavery IC: Assessment of operative risk in colorectal cancer surgery: the Cleveland Clinic Foundation colorectal cancer model. Dis Colon Rectum. 2004, 47: 2015-24. 10.1007/s10350-004-0704-y.
Veltkamp SC, Kemmeren JM, van der Graaf Y, Edlinger M, van der Werken C: Predicion of serious complications in patients admitted to a surgical ward. Br J Surg. 2002, 89: 94-102. 10.1046/j.0007-1323.2001.01963.x.
Arozullah AM, Daley J, Henderson WG, Khuri SF: Multifactorial risk index for predicting postoperative respiratory failure in men after major noncardiac surgery. Ann Surg. 2000, 232: 242-253. 10.1097/00000658-200008000-00015.
Arozullah AM, Khuri SF, Henderson WG, Daley J: Development and validation of a multifactorial risk index for predicting postoperative pneumonia after major noncardiac surgery. Ann Intern Med. 2001, 135: 847-857.
Sutton R, Bann S, Brooks M, Sarin S: The Surgical Risk Scale as an improved tool for risk-adjusted analysis in comparative surgical audit. Br J Surg. 2002, 89: 763-768. 10.1046/j.1365-2168.2002.02080.x.
Brooks MJ, Sutton R, Sarin S: Comparison of Surgical Risk Score, POSSUM and p-POSSUM in higher-risk surgical patients. Br J Surg. 2005, 92: 1288-1292. 10.1002/bjs.5058.
Hartley MN, Sagar PM: The surgeon's "gut feeling" as a predictor of postoperative outcome. Ann R Coll Surg Engl. 1994, 76 (Suppl): 277-8.
Cook TM, Britton DC, Craft TM, Jones CB, Horrocks M: An audit of hospital mortality after urgent and emergency surgery in the elderly. Ann R Coll Surg Engl. 1997, 79: 361-7.
Markus PM, Martell J, Leister I, Horstmann O, Brinker J, Becker H: Predicting post-operative morbidity by clinical assessment. Br J Surg. 2005, 92: 101-106. 10.1002/bjs.4608.
Hobson SA, Sutton CD, Garcea G, Thomas WM: Prospective comparison of POSSUM and p-POSSUM with clinical assessment of mortality following emergency surgery. Acta Anaesthesiol Scand. 2007, 51: 94-100. 10.1111/j.1399-6576.2006.01167.x.
Anwar MA, D'Souza F, Coulter R, Memon B, Khan IM, Memon MA: Outcome of acutely perforated colorectal cancers: Experience of a single district general hospital. Surg Oncol. 2006, 15: 91-96. 10.1016/j.suronc.2006.09.001.
Nashef SA, Roques F, Michel P, Gauducheau E, Lemeshow S, Salamon R: European system for cardiac operative risk evaluation (EuroSCORE). Eur J Cardiothorac Surg. 1999, 16: 9-13. 10.1016/S1010-7940(99)00134-7.
Nashef SA, Roques F, Hammill BG, Peterson ED, Michel P, Grover FL, Wyse RK, Ferguson TB, EuroSCORE Project Group: Validation of European System for Cardiac Operative Risk Evaluation (EuroSCORE) in North American cardiac surgery. Eur J Cardiothorac Surg. 2002, 22: 101-5. 10.1016/S1010-7940(02)00208-7.
No financial support received
The author(s) declare that they have no competing interests.
Both authors have made substantive contributions to the conception, writing and revising of this manuscript as well as giving final approval to the version submitted for publication.
About this article
Cite this article
Rix, T.E., Bates, T. Pre-operative risk scores for the prediction of outcome in elderly people who require emergency surgery. World J Emerg Surg 2, 16 (2007) doi:10.1186/1749-7922-2-16
- Abdominal Aortic Aneurysm
- Receiver Operator Characteristic Curve Analysis
- Emergency Laparotomy
- Fitness Score
- Perforated Peptic Ulcer