Skip to main content
Log in

Pre- and post-procedure risk prediction models for post-endoscopic retrograde cholangiopancreatography pancreatitis

  • Published:
Surgical Endoscopy Aims and scope Submit manuscript

Abstract

Background

Post-endoscopic retrograde cholangiopancreatography pancreatitis (PEP) is the most common serious adverse event. Given recent endoscopic advances, we aimed to develop and validate a risk prediction model for PEP using the latest clinical database.

Methods

We analyzed the data of patients with naïve papilla who underwent endoscopic retrograde cholangiopancreatography (ERCP). Pre-ERCP and post-ERCP risk prediction models for PEP were developed using logistic regression analysis. Patients were classified into low- (0 points), intermediate- (1–2 points), and high-risk (≥ 3 points) groups according to point scores.

Results

We included 760 and 735 patients in the derivation and validation cohorts, respectively. The incidence of PEP was 5.5% in the derivation cohort and 3.9% in the validation cohort. Age ≤ 65 (1 point), female sex (1 point), acute pancreatitis history (2 points), malignant biliary obstruction (2 points [pre-ERCP model] or 1 point [post-ERCP model]), and pancreatic sphincterotomy (2 points, post-ERCP model only) were independent risk factors. In the validation cohort, the high-risk group (≥ 3 points) had a significantly higher risk of PEP compared to the low- or intermediate-risk groups under the post-ERCP risk prediction model (low: 2.0%; intermediate: 3.4%; high: 18.4%), while there was no significant between-group difference under the pre-ERCP risk prediction model (low: 2.2%; intermediate: 3.8%; high: 6.9%).

Conclusions

We developed and validated pre-ERCP and post-ERCP risk prediction models. In the latter, the high-risk group had a higher risk of PEP development than the low- or intermediate-risk groups. Our study findings will help clinicians stratify patient risk for the development of PEP.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. Chandrasekhara V, Khashab MA, Muthusamy VR, Acosta RD, Agrawal D, ASGE Standards of Practice Committee et al (2017) Adverse events associated with ERCP. Gastrointest Endosc 85:32–47

    Article  Google Scholar 

  2. Elmunzer BJ (2017) Reducing the risk of post-endoscopic retrograde cholangiopancreatography pancreatitis. Dig Endosc 29:749–757

    Article  Google Scholar 

  3. Freeman ML, DiSario JA, Nelson DB, Fennerty MB, Lee JG, Bjorkman DJ et al (2001) Risk factors for post-ERCP pancreatitis: a prospective, multicenter study. Gastrointest Endosc 54:425–434

    Article  CAS  Google Scholar 

  4. Cheng CL, Sherman S, Watkins JL, Barnett J, Freeman M, Geenen J et al (2006) Risk factors for post-ERCP pancreatitis: a prospective multicenter study. Am J Gastroenterol 101:139–147

    Article  Google Scholar 

  5. Masci E, Mariani A, Curioni S, Testoni PA (2003) Risk factors for pancreatitis following endoscopic retrograde cholangiopancreatography: a meta-analysis. Endoscopy 35:830–834

    Article  CAS  Google Scholar 

  6. Chen JJ, Wang XM, Liu XQ, Li W, Dong M, Suo ZW et al (2014) Risk factors for post-ERCP pancreatitis: a systematic review of clinical trials with a large sample size in the past 10 years. Eur J Med Res 19:26

    Article  Google Scholar 

  7. Friedland S, Soetikno RM, Vandervoort J, Montes H, Tham T, Carr-Locke DL (2002) Bedside scoring system to predict the risk of developing pancreatitis following ERCP. Endoscopy 34:483–488

    Article  CAS  Google Scholar 

  8. Jeurnink SM, Siersema PD, Steyerberg EW, Dees J, Poley JW, Haringsma J et al (2011) Predictors of complications after endoscopic retrograde cholangiopancreatography: a prognostic model for early discharge. Surg Endosc 25:2892–2900

    Article  CAS  Google Scholar 

  9. DiMagno MJ, Spaete JP, Ballard DD, Wamsteker EJ, Saini SD (2013) Risk models for post-endoscopic retrograde cholangiopancreatography pancreatitis (PEP): smoking and chronic liver disease are predictors of protection against PEP. Pancreas 42:996–1003

    Article  Google Scholar 

  10. Lee YJ, Park YK, Lee MJ, Lee KT, Lee KH, Lee JK (2015) Different Strategies for transpancreatic septotomy and needle knife infundibulotomy due to the presence of unintended pancreatic cannulation in difficult biliary cannulation. Gut Liver 9:534–539

    Article  CAS  Google Scholar 

  11. Tse F, Yuan Y, Moayyedi P, Leontiadis GI, Barkun AN (2017) Double-guidewire technique in difficult biliary cannulation for the prevention of post-ERCP pancreatitis: a systematic review and meta-analysis. Endoscopy 49:15–26

    Article  Google Scholar 

  12. Miyatani H, Matsumoto S, Mashima H (2017) Risk factors of post- endoscopic retrograde cholangiopancreatography pancreatitis in biliary type sphincter of Oddi dysfunction in Japanese patients. J Dig Dis 18:591–597

    Article  Google Scholar 

  13. Kumagai J, Taida T, Ogasawara S, Nakagawa T, Iino Y, Shingyoji A et al (2018) Clinical characteristics and outcomes of primary sclerosing cholangitis and ulcerative colitis in Japanese patients. PLoS ONE 13:e0209352

    Article  CAS  Google Scholar 

  14. Park CH, Jung JH, Hyun B, Kan HJ, Lee J, Kae SH et al (2018) Safety and efficacy of early feeding based on clinical assessment at 4 hours after ERCP: a prospective randomized controlled trial. Gastrointest Endosc 87:1040–1049

    Article  Google Scholar 

  15. Cotton PB, Lehman G, Vennes J, Geenen JE, Russell RC, Meyers WC et al (1991) Endoscopic sphincterotomy complications and their management: an attempt at consensus. Gastrointest Endosc 37:383–393

    Article  CAS  Google Scholar 

  16. Herreros de Tejada A, Calleja JL, Diaz G, Pertejo V, Espinel J, Cacho G et al (2009) Double-guidewire technique for difficult bile duct cannulation: a multicenter randomized controlled trial. Gastrointest Endosc 70:700–709

    Article  Google Scholar 

  17. Park CH, Jung JH, Nam E, Kim EH, Kim MG, Kim JH et al (2018) Comparative efficacy of various endoscopic techniques for the treatment of common bile duct stones: a network meta-analysis. Gastrointest Endosc 87:43–57

    Article  Google Scholar 

  18. Hormati A, Aminnejad R, Saeidi M, Ghadir MR, Mohammadbeigi A, Shafiee H (2019) Prevalence of anesthetic and gastrointestinal complications of endoscopic retrograde cholangiopancreatography. Anesth Pain Med 9:e95796

    Article  Google Scholar 

  19. Shin S, Oh TG, Chung MJ, Park JY, Park SW, Chung JB et al (2015) Conventional versus analgesia-oriented combination sedation on recovery profiles and satisfaction after ERCP: a randomized trial. PLoS ONE 10:e0138422

    Article  Google Scholar 

  20. Testoni PA (2003) Preventing post-ERCP pancreatitis: where are we? JOP 4:22–32

    PubMed  Google Scholar 

  21. Bhatia V, Ahuja V, Acharya SK, Garg PK (2011) A randomized controlled trial of valdecoxib and glyceryl trinitrate for the prevention of post-ERCP pancreatitis. J Clin Gastroenterol 45:170–176

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

SWP contributed to conception and design of the study. CHP, SWP, MJY, SHM, and DHP were involved in generation, collection, assembly, analysis, and/or interpretation of data. CHP and SWP drafted or revised the manuscript and approved the final version of the manuscript.

Corresponding author

Correspondence to Se Woo Park.

Ethics declarations

Disclosures

Chan Hyuk Park, Se Woo Park, Min Jae Yang, Sung Hoon Moon, and Da Hae Park have no conflicts of interest or financial ties to disclose.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Park, C.H., Park, S.W., Yang, M.J. et al. Pre- and post-procedure risk prediction models for post-endoscopic retrograde cholangiopancreatography pancreatitis. Surg Endosc 36, 2052–2061 (2022). https://doi.org/10.1007/s00464-021-08491-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00464-021-08491-1

Keywords

Navigation