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Published in: BMC Emergency Medicine 1/2021

Open Access 01-12-2021 | Acute Pancreatitis | Research article

Derivation and validation of the ED-SAS score for very early prediction of mortality and morbidity with acute pancreatitis: a retrospective observational study

Authors: Joseph Miller, Yiyang Wu, Rawan Safa, Georgiana Marusca, Sandeep Bhatti, Guneet Ahluwalia, Jad Dandashi, Harold Gomez Acevedo, Naureen Farook, Ashley Scott, Vidhya Nair, Angie Adhami, Jeffrey Dueweke, Sudarshan Hebbar, Leeland Ekstrom

Published in: BMC Emergency Medicine | Issue 1/2021

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Abstract

Background

Existing scoring systems to predict mortality in acute pancreatitis may not be directly applicable to the emergency department (ED). The objective of this study was to derive and validate the ED-SAS, a simple scoring score using variables readily available in the ED to predict mortality in patients with acute pancreatitis.

Methods

This retrospective observational study was performed based on patient data collected from electronic health records across 2 independent health systems; 1 was used for the derivation cohort and the other for the validation cohort. Adult patients who were eligible presented to the ED, required hospital admission, and had a confirmed diagnosis of acute pancreatitis. Patients with chronic or recurrent episodes of pancreatitis were excluded. The primary outcome was 30-day mortality. Analyses tested and derived candidate variables to establish a prediction score, which was subsequently applied to the validation cohort to assess odds ratios for the primary and secondary outcomes.

Results

The derivation cohort included 599 patients, and the validation cohort 2011 patients. Thirty-day mortality was 4.2 and 3.9%, respectively. From the derivation cohort, 3 variables were established for use in the predictive scoring score: ≥2 systemic inflammatory response syndrome (SIRS) criteria, age > 60 years, and SpO2 < 96%. Summing the presence or absence of each variable yielded an ED-SAS score ranging from 0 to 3. In the validation cohort, the odds of 30-day mortality increased with each subsequent ED-SAS point: 4.4 (95% CI 1.8–10.8) for 1 point, 12.0 (95% CI 4.9–29.4) for 2 points, and 41.7 (95% CI 15.8–110.1) for 3 points (c-statistic = 0.77).

Conclusion

An ED-SAS score that incorporates SpO2, age, and SIRS measurements, all of which are available in the ED, provides a rapid method for predicting 30-day mortality in acute pancreatitis.
Literature
1.
go back to reference Waller A, Long B, Koyfman A, Gottlieb M. Acute pancreatitis: updates for emergency clinicians. J Emerg Med. 2018;55:769–79.CrossRef Waller A, Long B, Koyfman A, Gottlieb M. Acute pancreatitis: updates for emergency clinicians. J Emerg Med. 2018;55:769–79.CrossRef
2.
go back to reference Krishna SG, Kamboj AK, Hart PA, Hinton A, Conwell DL. The changing epidemiology of acute pancreatitis hospitalizations. A decade of trends and the impact of chronic pancreatitis. Pancreas. 2017;46(4):482–8.CrossRef Krishna SG, Kamboj AK, Hart PA, Hinton A, Conwell DL. The changing epidemiology of acute pancreatitis hospitalizations. A decade of trends and the impact of chronic pancreatitis. Pancreas. 2017;46(4):482–8.CrossRef
3.
go back to reference Yadav D, Lowenfels AB. The epidemiology of pancreatitis and pancreatic cancer. Gastroenterol. 2013;144:1252–61.CrossRef Yadav D, Lowenfels AB. The epidemiology of pancreatitis and pancreatic cancer. Gastroenterol. 2013;144:1252–61.CrossRef
4.
go back to reference Eachempati SR, Hydo LJ, Barie PS. Severity scoring for prognostication in patients with severe acute pancreatitis: comparative analysis of the Ranson score and the APACHE III score. Arch Surg. 2002;137:730–6.CrossRef Eachempati SR, Hydo LJ, Barie PS. Severity scoring for prognostication in patients with severe acute pancreatitis: comparative analysis of the Ranson score and the APACHE III score. Arch Surg. 2002;137:730–6.CrossRef
5.
go back to reference Barauskas G, Ignatavičius P, Vitkauskienė A, Pundzius J, Dambrauskas Ž. Impact of etiology on course and outcomes of severe acute pancreatitis. Medicina (Kaunas). 2015;51(3):167–72.CrossRef Barauskas G, Ignatavičius P, Vitkauskienė A, Pundzius J, Dambrauskas Ž. Impact of etiology on course and outcomes of severe acute pancreatitis. Medicina (Kaunas). 2015;51(3):167–72.CrossRef
6.
go back to reference Singh VK, Moran RA, Afghani E. de-Madaria E. Treating acute pancreatitis: what’s new? Exp Rev Gastroenterol Hepatol. 2015;9(7):901–11. Singh VK, Moran RA, Afghani E. de-Madaria E. Treating acute pancreatitis: what’s new? Exp Rev Gastroenterol Hepatol. 2015;9(7):901–11.
7.
go back to reference Bradley EL. A clinically based classification system for acute pancreatitis. Summary of the international symposium on acute pancreatitis, Atlanta, Ga, September 11 through 13, 1992. Arch Surg. 1993;128:586–90.CrossRef Bradley EL. A clinically based classification system for acute pancreatitis. Summary of the international symposium on acute pancreatitis, Atlanta, Ga, September 11 through 13, 1992. Arch Surg. 1993;128:586–90.CrossRef
8.
go back to reference Larvin M, McMahon MJ. APACHE-II score for assessment and monitoring of acute pancreatitis. Lancet. 1989;2:201–5.CrossRef Larvin M, McMahon MJ. APACHE-II score for assessment and monitoring of acute pancreatitis. Lancet. 1989;2:201–5.CrossRef
9.
go back to reference Wu BU, Johannes RS, Sun X, Tabak Y, Conwell DL, Banks PA. The early prediction of mortality in acute pancreatitis: a large population-based study. Gut. 2008;57:1698–703.CrossRef Wu BU, Johannes RS, Sun X, Tabak Y, Conwell DL, Banks PA. The early prediction of mortality in acute pancreatitis: a large population-based study. Gut. 2008;57:1698–703.CrossRef
10.
go back to reference Shields CJ, Winter DC, Redmond HP. Lung injury in acute pancreatitis: mechanisms, prevention, and therapy. Curr Opin Crit Care. 2002;8:158–63.CrossRef Shields CJ, Winter DC, Redmond HP. Lung injury in acute pancreatitis: mechanisms, prevention, and therapy. Curr Opin Crit Care. 2002;8:158–63.CrossRef
11.
go back to reference Mofidi R, Duff MD, Wigmore SJ, Madhavan KK, Garden OJ, Parks RW. Association between early systemic inflammatory response, severity of multiorgan dysfunction and death in acute pancreatitis. The Br J Surg. 2006;93:738–44.CrossRef Mofidi R, Duff MD, Wigmore SJ, Madhavan KK, Garden OJ, Parks RW. Association between early systemic inflammatory response, severity of multiorgan dysfunction and death in acute pancreatitis. The Br J Surg. 2006;93:738–44.CrossRef
12.
go back to reference Mofidi R, Lee AC, Madhavan KK, Garden OJ, Parks RW. Prognostic factors in patients undergoing surgery for severe necrotizing pancreatitis. World J Surg. 2007;31:2002–7.CrossRef Mofidi R, Lee AC, Madhavan KK, Garden OJ, Parks RW. Prognostic factors in patients undergoing surgery for severe necrotizing pancreatitis. World J Surg. 2007;31:2002–7.CrossRef
13.
go back to reference Imrie CW, Ferguson JC, Murphy D, Blumgart LH. Arterial hypoxia in acute pancreatitis. The Br J Surg. 1977;64:185–8.CrossRef Imrie CW, Ferguson JC, Murphy D, Blumgart LH. Arterial hypoxia in acute pancreatitis. The Br J Surg. 1977;64:185–8.CrossRef
14.
go back to reference Papachristou GI, Muddana V, Yadav D, et al. Comparison of BISAP, Ranson's, APACHE-II, and CTSI scores in predicting organ failure, complications, and mortality in acute pancreatitis. Am J Gastrolenterol. 2010;105:435–41.CrossRef Papachristou GI, Muddana V, Yadav D, et al. Comparison of BISAP, Ranson's, APACHE-II, and CTSI scores in predicting organ failure, complications, and mortality in acute pancreatitis. Am J Gastrolenterol. 2010;105:435–41.CrossRef
15.
go back to reference Andersson R, Andren-Sandberg A. Fatal acute pancreatitis. Characteristics of patients never reaching hospital. Pancreatol. 2003;3:64–6.CrossRef Andersson R, Andren-Sandberg A. Fatal acute pancreatitis. Characteristics of patients never reaching hospital. Pancreatol. 2003;3:64–6.CrossRef
16.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40:373–83.CrossRef Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40:373–83.CrossRef
17.
go back to reference Heinze G, Puhr R. Bias-reduced and separation-proof conditional logistic regression with small or sparse data sets. Stat Med. 2010;29:770–7.CrossRef Heinze G, Puhr R. Bias-reduced and separation-proof conditional logistic regression with small or sparse data sets. Stat Med. 2010;29:770–7.CrossRef
18.
go back to reference Austin PC, Steyerberg EW. Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers. Stat Med. 2014;33:517–35.CrossRef Austin PC, Steyerberg EW. Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers. Stat Med. 2014;33:517–35.CrossRef
19.
go back to reference Bollen TL, Singh VK, Maurer R, et al. A comparative evaluation of radiologic and clinical scoring systems in the early prediction of severity in acute pancreatitis. Am J Gastrolenterol. 2012;107:612–9.CrossRef Bollen TL, Singh VK, Maurer R, et al. A comparative evaluation of radiologic and clinical scoring systems in the early prediction of severity in acute pancreatitis. Am J Gastrolenterol. 2012;107:612–9.CrossRef
20.
go back to reference Kuo DC, Rider AC, Estrada P, Kim D, Pillow MT. Acute pancreatitis: what’s the score? J Emerg Med. 2015;48:762–70.CrossRef Kuo DC, Rider AC, Estrada P, Kim D, Pillow MT. Acute pancreatitis: what’s the score? J Emerg Med. 2015;48:762–70.CrossRef
21.
go back to reference Sahu B, Abbey P, Anand R, Kumar A, Tomer S, Malik E. Severity assessment of acute pancreatitis using CT severity index and modified CT severity index: correlation with clinical outcomes and severity grading as per the revised Atlanta classification. Indian J Radio Imaging. 2017;27:152–60.CrossRef Sahu B, Abbey P, Anand R, Kumar A, Tomer S, Malik E. Severity assessment of acute pancreatitis using CT severity index and modified CT severity index: correlation with clinical outcomes and severity grading as per the revised Atlanta classification. Indian J Radio Imaging. 2017;27:152–60.CrossRef
22.
go back to reference McKay CJ, Gallagher G, Brooks B, Imrie CW, Baxter JN. Increased monocyte cytokine production in association with systemic complications in acute pancreatitis. Br J Surg. 1996;83:919–23.CrossRef McKay CJ, Gallagher G, Brooks B, Imrie CW, Baxter JN. Increased monocyte cytokine production in association with systemic complications in acute pancreatitis. Br J Surg. 1996;83:919–23.CrossRef
23.
go back to reference Lundberg AH, Granger DN, Russell J, et al. Quantitative measurement of P- and E-selectin adhesion molecules in acute pancreatitis: correlation with distant organ injury. Ann Surg. 2000;231:213–22.CrossRef Lundberg AH, Granger DN, Russell J, et al. Quantitative measurement of P- and E-selectin adhesion molecules in acute pancreatitis: correlation with distant organ injury. Ann Surg. 2000;231:213–22.CrossRef
24.
go back to reference Singh VK, Wu BU, Bollen TL, et al. Early systemic inflammatory response syndrome is associated with severe acute pancreatitis. Clin Gastroenterol Hepatol. 2009;7:1247–51.CrossRef Singh VK, Wu BU, Bollen TL, et al. Early systemic inflammatory response syndrome is associated with severe acute pancreatitis. Clin Gastroenterol Hepatol. 2009;7:1247–51.CrossRef
25.
go back to reference Jacobs ML, Daggett WM, Civette JM, et al. Acute pancreatitis: analysis of factors influencing survival. Ann Surg. 1977;185:43–51.CrossRef Jacobs ML, Daggett WM, Civette JM, et al. Acute pancreatitis: analysis of factors influencing survival. Ann Surg. 1977;185:43–51.CrossRef
26.
go back to reference Hallac A, Puri N, Applebury D, et al. The value of quick sepsis-related organ failure assessment scores in patients with acute pancreatitis who present to emergency departments: a three-year cohort study. Gastroenterol Res. 2019;12:67–71.CrossRef Hallac A, Puri N, Applebury D, et al. The value of quick sepsis-related organ failure assessment scores in patients with acute pancreatitis who present to emergency departments: a three-year cohort study. Gastroenterol Res. 2019;12:67–71.CrossRef
Metadata
Title
Derivation and validation of the ED-SAS score for very early prediction of mortality and morbidity with acute pancreatitis: a retrospective observational study
Authors
Joseph Miller
Yiyang Wu
Rawan Safa
Georgiana Marusca
Sandeep Bhatti
Guneet Ahluwalia
Jad Dandashi
Harold Gomez Acevedo
Naureen Farook
Ashley Scott
Vidhya Nair
Angie Adhami
Jeffrey Dueweke
Sudarshan Hebbar
Leeland Ekstrom
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Emergency Medicine / Issue 1/2021
Electronic ISSN: 1471-227X
DOI
https://doi.org/10.1186/s12873-021-00410-w

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