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Published in: Journal of Anesthesia 2/2017

Open Access 01-04-2017 | Original Article

New surgical scoring system to predict postoperative mortality

Authors: Maho Kinoshita, Nobutada Morioka, Mariko Yabuuchi, Makoto Ozaki

Published in: Journal of Anesthesia | Issue 2/2017

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Abstract

Purpose

There is still no easy and highly useful method to comprehensively assess both preoperative and intraoperative patient statuses to predict postoperative outcomes. We attempted to develop a new scoring system that would enable a comprehensive assessment of preoperative and intraoperative patient statuses instantly at the end of anesthesia, predicting postoperative mortality.

Methods

The study included 32,555 patients who underwent surgery under general or regional anesthesia from 2008 to 2012. From the anesthesia records, extracted factors, including patient characteristics and American Society of Anesthesiologists physical status classification (ASA-PS), and three intraoperative indexes (the lowest heart rate, lowest mean arterial pressure, and estimated volume of blood loss) are used to calculate the surgical Apgar score (sAs). The sAs and ASA-PS, and surgical Apgar score combined with American Society of Anesthesiologists physical status classification (SASA), which combines the sAs and ASA-PS into a single adjusted scale, were compared and analyzed with postoperative 30-day mortality.

Results

Increased severity of the sAs, ASA-PS and SASA was correlated with significantly higher mortality. The risk of death was elevated by 3.65 for every 2-point decrease in the sAs, by 6.4 for every 1-point increase in the ASA-PS, and by 9.56 for every 4-point decrease in the SASA. The ROC curves of the sAs and ASA-PS alone also individually demonstrated high validity (AUC = 0.81 for sAs and 0.79 for ASA-PS, P < 0.001). The SASA was even more valid (AUC = 0.87, P < 0.001).

Conclusions

The sAs and ASA-PS were shown to be extremely useful for predicting 30-day mortality after surgery. An even higher predictive ability was demonstrated by the SASA, which combines these simple and effective scoring systems.
Literature
1.
go back to reference Weiser TG, Regenbogen SE, Thompson KD, Haynes AB, Lipsitz SR, Berry WR, Gawande AA. An estimation of the global volume of surgery: a modeling strategy based on available data. Lancet. 2008;372:139–44.CrossRefPubMed Weiser TG, Regenbogen SE, Thompson KD, Haynes AB, Lipsitz SR, Berry WR, Gawande AA. An estimation of the global volume of surgery: a modeling strategy based on available data. Lancet. 2008;372:139–44.CrossRefPubMed
2.
go back to reference Runciman WB. Iatrogenic harm and anaesthesia in Australia. Anaesth Intensive Care. 2005;33:297–300.PubMed Runciman WB. Iatrogenic harm and anaesthesia in Australia. Anaesth Intensive Care. 2005;33:297–300.PubMed
3.
go back to reference Gawande AA, Thomas EJ, Zinner MJ, Brennan TA. The incidence and nature of surgical adverse events in Colorado and Utah in 1992. Surgery. 1999;126:66–75.CrossRefPubMed Gawande AA, Thomas EJ, Zinner MJ, Brennan TA. The incidence and nature of surgical adverse events in Colorado and Utah in 1992. Surgery. 1999;126:66–75.CrossRefPubMed
4.
go back to reference Kable AK, Gibberd RW, Spigelman AD. Adverse events in surgical patients in Australia. Int J Qual Health Care. 2002;14:269–76.CrossRefPubMed Kable AK, Gibberd RW, Spigelman AD. Adverse events in surgical patients in Australia. Int J Qual Health Care. 2002;14:269–76.CrossRefPubMed
5.
go back to reference 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. 1981;9:591–7.CrossRefPubMed 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. 1981;9:591–7.CrossRefPubMed
6.
go back to reference Copeland GP, Jones D, Walters M. POSSUM: a scoring system for surgical audit. Br J Surg. 1991;78:355–60.CrossRefPubMed Copeland GP, Jones D, Walters M. POSSUM: a scoring system for surgical audit. Br J Surg. 1991;78:355–60.CrossRefPubMed
7.
go back to reference Chandra A, Mangam S, Marzouk D. A review of risk scoring system utilized in patients undergoing gastrointestinal surgery. J Gastrointest Surg. 2009;13:1529–38.CrossRefPubMed Chandra A, Mangam S, Marzouk D. A review of risk scoring system utilized in patients undergoing gastrointestinal surgery. J Gastrointest Surg. 2009;13:1529–38.CrossRefPubMed
8.
go back to reference Owens WD, Felts JA, Spitznagel EL Jr. ASA physical status classifications: a study of consistency of ratings. Anesthesiology. 1978;49:239–43.CrossRefPubMed Owens WD, Felts JA, Spitznagel EL Jr. ASA physical status classifications: a study of consistency of ratings. Anesthesiology. 1978;49:239–43.CrossRefPubMed
9.
go back to reference Gawande AA, Kwaan MR, Regenbogen SE, Lipsitz SA, Zinner MJ. An Apgar score for surgery. J Am Coll Surg. 2007;204:201–8.CrossRefPubMed Gawande AA, Kwaan MR, Regenbogen SE, Lipsitz SA, Zinner MJ. An Apgar score for surgery. J Am Coll Surg. 2007;204:201–8.CrossRefPubMed
10.
go back to reference Reynolds PQ, Sanders NW, Schildcrout JS, Mercaldo ND, St Jacques PJ. Expansion of the surgical Apgar score across all surgical subspecialties as a means to predict postoperative mortality. Anesthesiology. 2011;114:1305–12.CrossRefPubMed Reynolds PQ, Sanders NW, Schildcrout JS, Mercaldo ND, St Jacques PJ. Expansion of the surgical Apgar score across all surgical subspecialties as a means to predict postoperative mortality. Anesthesiology. 2011;114:1305–12.CrossRefPubMed
11.
go back to reference Fink AS, Campbell DA Jr, Mentzer RM Jr, Henderson WG, Daley J, Bannister J, Hur K, Khuri SF. The National Surgical Quality Improvement Program in non-veterans administration hospitals: initial demonstration of feasibility. Ann Surg. 2002;236:344–53.CrossRefPubMedPubMedCentral Fink AS, Campbell DA Jr, Mentzer RM Jr, Henderson WG, Daley J, Bannister J, Hur K, Khuri SF. The National Surgical Quality Improvement Program in non-veterans administration hospitals: initial demonstration of feasibility. Ann Surg. 2002;236:344–53.CrossRefPubMedPubMedCentral
12.
go back to reference Haynes AB, Regenbogen SE, Weiser TG, Lipsitz SR, Dzielan G, Berry WR, Gawande AA. Surgical outcome measurement for a global patient population: validation of the surgical Apgar score in 8 countries. Surgery. 2011;149:519–24.CrossRefPubMed Haynes AB, Regenbogen SE, Weiser TG, Lipsitz SR, Dzielan G, Berry WR, Gawande AA. Surgical outcome measurement for a global patient population: validation of the surgical Apgar score in 8 countries. Surgery. 2011;149:519–24.CrossRefPubMed
13.
go back to reference Vacanti CJ, VanHouten RJ, Hill RC. A statistical analysis of the relationship of physical status to postoperative mortality in 68,388 cases. Anesth Analg. 1970;49:564–6.CrossRefPubMed Vacanti CJ, VanHouten RJ, Hill RC. A statistical analysis of the relationship of physical status to postoperative mortality in 68,388 cases. Anesth Analg. 1970;49:564–6.CrossRefPubMed
14.
go back to reference Koo CY, Hyder JA, Wanderer JP, Eikermann M, Ramachandran SK. A meta-analysis of the predictive accuracy of postoperative mortality using the American Society of Anesthesiologist’s physical status classification system. World J Surg. 2015;39:88–103.CrossRefPubMed Koo CY, Hyder JA, Wanderer JP, Eikermann M, Ramachandran SK. A meta-analysis of the predictive accuracy of postoperative mortality using the American Society of Anesthesiologist’s physical status classification system. World J Surg. 2015;39:88–103.CrossRefPubMed
15.
go back to reference Pearse RM, Moreno RP, Bauer P, Pelosi P, Metnitz P, Spies C, Vallet B, Vincent JL, Hoeft A, Rhodes A. European Surgical Outcomes Study (EuSOS) group for the trials groups of the European Society of Intensive Care Medicine and the European Society of Anaesthesiology. Mortality after surgery in Europe: a 7 day cohort study. Lancet. 2012;380:1059–65.CrossRefPubMedPubMedCentral Pearse RM, Moreno RP, Bauer P, Pelosi P, Metnitz P, Spies C, Vallet B, Vincent JL, Hoeft A, Rhodes A. European Surgical Outcomes Study (EuSOS) group for the trials groups of the European Society of Intensive Care Medicine and the European Society of Anaesthesiology. Mortality after surgery in Europe: a 7 day cohort study. Lancet. 2012;380:1059–65.CrossRefPubMedPubMedCentral
16.
go back to reference Prause G, Ratzenhofer-Comenda B, Pierer G, Smolle-Juttner F, Glanzer H, Smolle J. Can ASA grade or Goldman’s cardiac risk index peri-operative mortality? A study of 16,227 patients. Anaesthesia. 1997;52:203–6.CrossRefPubMed Prause G, Ratzenhofer-Comenda B, Pierer G, Smolle-Juttner F, Glanzer H, Smolle J. Can ASA grade or Goldman’s cardiac risk index peri-operative mortality? A study of 16,227 patients. Anaesthesia. 1997;52:203–6.CrossRefPubMed
17.
go back to reference Saklad M. Grading of patients for surgical procedures. Anesthesiology. 1941;2:281–4.CrossRef Saklad M. Grading of patients for surgical procedures. Anesthesiology. 1941;2:281–4.CrossRef
18.
go back to reference Janowak CF, Blasberg JD, Taylor L, Maloney JD, Macke RA. The surgical Apgar score in esophagectomy. J Thorac Cardiovasc Surg. 2015;150:806–12.CrossRefPubMed Janowak CF, Blasberg JD, Taylor L, Maloney JD, Macke RA. The surgical Apgar score in esophagectomy. J Thorac Cardiovasc Surg. 2015;150:806–12.CrossRefPubMed
19.
go back to reference Miki Y, Tokunaga M, Tanizawa Y, Bando E, Kawamura T, Terashima M. Perioperative risk assessment for gastrectomy by surgical Apgar score. Ann Surg Oncol. 2014;21:2601–7.CrossRefPubMed Miki Y, Tokunaga M, Tanizawa Y, Bando E, Kawamura T, Terashima M. Perioperative risk assessment for gastrectomy by surgical Apgar score. Ann Surg Oncol. 2014;21:2601–7.CrossRefPubMed
20.
go back to reference Hall JC, Hall JL. ASA status and age predict adverse events after abdominal surgery. J Qual Clin Pract. 1996;16:103–8.PubMed Hall JC, Hall JL. ASA status and age predict adverse events after abdominal surgery. J Qual Clin Pract. 1996;16:103–8.PubMed
21.
go back to reference Klotz HP, Candinas D, Platz A, Horvath A, Dindo D, Schlumpf R, Largiader F. Preoperative risk assessment in elective general surgery. Br J Surg. 1996;83:1788–91.CrossRefPubMed Klotz HP, Candinas D, Platz A, Horvath A, Dindo D, Schlumpf R, Largiader F. Preoperative risk assessment in elective general surgery. Br J Surg. 1996;83:1788–91.CrossRefPubMed
22.
go back to reference Visnjevac O, Davari-Farid S, Lee J, Pourafkari L, Arora P, Dosluoglu HH, Nader ND. The effect of adding functional classification to ASA status for predicting 30-day mortality. Anesth Anald. 2015;121:110–6.CrossRef Visnjevac O, Davari-Farid S, Lee J, Pourafkari L, Arora P, Dosluoglu HH, Nader ND. The effect of adding functional classification to ASA status for predicting 30-day mortality. Anesth Anald. 2015;121:110–6.CrossRef
23.
go back to reference Garcea G, Ganga R, Neal CP, Onq SL, Dennison AR, Berry DP. Preoperative early warning scores can predict in-hospital mortality and critical care admission following emergency surgery. J Surg Res. 2010;159:729–34.CrossRefPubMed Garcea G, Ganga R, Neal CP, Onq SL, Dennison AR, Berry DP. Preoperative early warning scores can predict in-hospital mortality and critical care admission following emergency surgery. J Surg Res. 2010;159:729–34.CrossRefPubMed
24.
go back to reference Dutton RP. The national anesthesia clinical outcomes registry: a sustainable model for the information age? EGEMS. 2014;2:1070.PubMedPubMedCentral Dutton RP. The national anesthesia clinical outcomes registry: a sustainable model for the information age? EGEMS. 2014;2:1070.PubMedPubMedCentral
Metadata
Title
New surgical scoring system to predict postoperative mortality
Authors
Maho Kinoshita
Nobutada Morioka
Mariko Yabuuchi
Makoto Ozaki
Publication date
01-04-2017
Publisher
Springer Japan
Published in
Journal of Anesthesia / Issue 2/2017
Print ISSN: 0913-8668
Electronic ISSN: 1438-8359
DOI
https://doi.org/10.1007/s00540-016-2290-2

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