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Novel Calculator to Estimate the Risk of Clinically Relevant Postoperative Pancreatic Fistula Following Distal Pancreatectomy

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Journal of Gastrointestinal Surgery Aims and scope

Abstract

Background

Drain management algorithms are based on studies that predict clinically relevant postoperative pancreatic fistula (CR-POPF) using drain fluid amylase level on POD1 (DFA1). These studies are focused on pancreaticoduodenectomy which is inherently different than distal pancreatectomy. Moreover, the change of DFA between POD1 and POD3 (ΔDFA) is underutilized despite its importance in predicting CR-POPF. We sought to generate a calculator that estimates the risk of CR-POPF following distal pancreatectomy.

Methods

The 2014–2018 pancreas-targeted ACS-NSQIP database was used to identify patients who underwent elective distal pancreatectomy. Models to predict CR-POPF were constructed using DFA1 with/without ΔDFA. The fittest model was used to construct a calculator.

Results

Out of 12,042 distal pancreatectomies, 692 patients met the study’s inclusion criteria. The risk of CR-POPF was 15.9% in the included cohort versus 14.8% in the excluded one (P = 0.421). The predictors of the CR-POPF were age, operative time, DFA1, and ΔDFA. Adding ΔDFA decreased the Akaike’s information criterion of the model (507.7 vs 544.7)—indicating a significantly better model fit—and improved the cross-validated area under the curve from 0.731 to 0.791. An easy-to-use calculator was created for surgeons to estimate the risk of CR-POPF based on the abovementioned variables. A sensitivity/specificity table was created at various cutoffs to direct clinical decision-making with respect to early drain removal.

Conclusions

This study highlights the importance of ΔDFA, in addition to DFA1, in predicting CR-POPF. The provided calculator will facilitate predicting CR-POPF and postoperative drain management following distal pancreatectomy.

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References

  1. Seykora TF, Liu JB, Maggino L, Pitt HA, Vollmer CM. Drain Management Following Distal Pancreatectomy. Ann Surg 2020;272(6):1110-1117.

    Article  Google Scholar 

  2. Conlon KC, Labow D, Leung D, Smith A, Jarnagin W, Coit DG, Merchant N, Brennan MF. Prospective randomized clinical trial of the value of intraperitoneal drainage after pancreatic resection. Ann Surg 2001;234(4):487-493.

    Article  CAS  Google Scholar 

  3. Witzigmann H, Diener MK, Kienkötter S, Rossion I, Bruckner T, Bärbel Werner, Pridöhl O, Radulova-Mauersberger O, Lauer H, Knebel P, Ulrich A, Strobel O, Hackert T, Büchler MW. No Need for Routine Drainage After Pancreatic Head Resection: The Dual-Center, Randomized, Controlled PANDRA Trial (ISRCTN04937707). Ann Surg 2016;264(3):528–537.

  4. Van Buren G 2nd, Bloomston M, Hughes SJ, Winter J, Behrman SW, Zyromski NJ, Vollmer C, Velanovich V, Riall T, Muscarella P, Trevino J, Nakeeb A, Schmidt CM, Behrns K, Ellison EC, Barakat O, Perry KA, Drebin J, House M, Abdel-Misih S, Silberfein EJ, Goldin S, Brown K, Mohammed S, Hodges SE, McElhany A, Issazadeh M, Jo E, Mo Q, Fisher WE. A randomized prospective multicenter trial of pancreaticoduodenectomy with and without routine intraperitoneal drainage. Ann Surg 2014;259(4):605-612.

  5. Van Buren G 2nd, Bloomston M, Schmidt CR, Behrman SW, Zyromski NJ, Ball CG, Morgan KA, Hughes SJ, Karanicolas PJ, Allendorf JD, Vollmer CM Jr, Ly Q, Brown KM, Velanovich V, Winter JM, McElhany AL, Muscarella P 2nd, Schmidt CM, House MG, Dixon E, Dillhoff ME, Trevino JG, Hallet J, Coburn NSG, Nakeeb A, Behrns KE, Sasson AR, Ceppa EP, Abdel-Misih SRZ, Riall TS, Silberfein EJ, Ellison EC, Adams DB, Hsu C, Tran Cao HS, Mohammed S, Villafañe-Ferriol N, Barakat O, Massarweh NN, Chai C, Mendez-Reyes JE, Fang A, Jo E, Mo Q, Fisher WE. A Prospective Randomized Multicenter Trial of Distal Pancreatectomy With and Without Routine Intraperitoneal Drainage. Ann Surg 2017;266(3):421-431.

  6. McMillan MT, Malleo G, Bassi C, Butturini G, Salvia R, Roses RE, Lee MK, Fraker DL, Drebin JA, Vollmer CM Jr. Drain Management after Pancreatoduodenectomy: Reappraisal of a Prospective Randomized Trial Using Risk Stratification. J Am Coll Surg 2015;221(4):798-809.

    Article  Google Scholar 

  7. Molinari E, Bassi C, Salvia R, Butturini G, Crippa S, Talamini G, Falconi M, Pederzoli P. Amylase value in drains after pancreatic resection as predictive factor of postoperative pancreatic fistula: results of a prospective study in 137 patients. Ann Surg 2007;246(2):281-287.

    Article  Google Scholar 

  8. Bassi C, Molinari E, Malleo G, Crippa S, Butturini G, Salvia R, Talamini G, Pederzoli P. Early versus late drain removal after standard pancreatic resections: results of a prospective randomized trial. Ann Surg 2010;252(2):207-214.

    Article  Google Scholar 

  9. Sutcliffe RP, Battula N, Haque A, Ali A, Srinivasan P, Atkinson SW, Rela M, Heaton ND, Prachalias AA. Utility of drain fluid amylase measurement on the first postoperative day after pancreaticoduodenectomy. World J Surg 2012;36(4):879-883.

    Article  Google Scholar 

  10. Kawai M, Kondo S, Yamaue H, Wada K, Sano K, Motoi F, Unno M, Satoi S, Kwon AH, Hatori T, Yamamoto M, Matsumoto J, Murakami Y, Doi R, Ito M, Miyakawa S, Shinchi H, Natsugoe S, Nakagawara H, Ohta T, Takada T. Predictive risk factors for clinically relevant pancreatic fistula analyzed in 1,239 patients with pancreaticoduodenectomy: multicenter data collection as a project study of pancreatic surgery by the Japanese Society of Hepato-Biliary-Pancreatic Surgery. J Hepatobiliary Pancreat Sci 2011;18(4):601–608.

  11. Israel JS, Rettammel RJ, Leverson GE, Hanks LR, Cho CS, Winslow ER, Weber SM. Does postoperative drain amylase predict pancreatic fistula after pancreatectomy? J Am Coll Surg 2014;218(5):978-987.

    Article  Google Scholar 

  12. David G. Vass, James Hodson, John Isaac, Ravi Marudanayagam, Darius F. Mirza, Paolo Muiesan, Keith Roberts, Robert P. Sutcliffe. Utility of drain fluid amylase measurement on the first postoperative day after distal pancreatectomy. HPB 2018;20(9):803-808.

    Article  Google Scholar 

  13. Nissen NN, Menon VG, Puri V, Annamalai A, Boland B. A simple algorithm for drain management after pancreaticoduodenectomy. Am Surg 2012;78(10):1143–1146.

    Article  Google Scholar 

  14. Villafane-Ferriol N, Van Buren G 2nd, Mendez-Reyes JE, McElhany AL, Massarweh NN, Silberfein EJ, Hsu C, Tran Cao HS, Schmidt C, Zyromski NJ, Dillhoff ME, Roch A, Oliva E, Smith AC, Zhang Q, Fisher WE. Sequential drain amylase to guide drain removal following pancreatectomy. HPB (Oxford) 2018;20(6):514-520.

  15. Schoellhammer HF, Fong Y, Gagandeep S. Techniques for prevention of pancreatic leak after pancreatectomy. Hepatobiliary Surg Nutr 2014;3(5);276–287.

    PubMed  PubMed Central  Google Scholar 

  16. American College of Surgeons National Surgical Quality Improvement. User Guide for the 2015 ACS NSQIP Procedure Targeted PUF Program. https://www.facs.org/~/media/files/quality%20programs/nsqip/pt_nsqip_puf_user_guide_2015.ashx.

  17. Nassour I, Wang SC, Christie A, Augustine MM, Porembka MR, Yopp AC, Choti MA, Mansour JC, Xie XJ, Polanco PM, Minter RM. Minimally Invasive Versus Open Pancreaticoduodenectomy: A Propensity-matched Study From a National Cohort of Patients. Ann Surg 2018;268(1):151-157.

    Article  Google Scholar 

  18. Bassi C, Marchegiani G, Dervenis C, Sarr M, Abu Hilal M, Adham M, Allen P, Andersson R, Asbun HJ, Besselink MG, Conlon K, Del Chiaro M, Falconi M, Fernandez-Cruz L, Fernandez-Del Castillo C, Fingerhut A, Friess H, Gouma DJ, Hackert T, Izbicki J, Lillemoe KD, Neoptolemos JP, Olah A, Schulick R, Shrikhande SV, Takada T, Takaori K, Traverso W, Vollmer CR, Wolfgang CL, Yeo CJ, Salvia R, Buchler M; International Study Group on Pancreatic Surgery (ISGPS). The 2016 update of the International Study Group (ISGPS) definition and grading of postoperative pancreatic fistula: 11 Years After. Surgery 2017;161(3):584–591.

  19. Shinchi H, Wada K, Traverso LW. The usefulness of drain data to identify a clinically relevant pancreatic anastomotic leak after pancreaticoduodenectomy? J Gastrointest Surg 2006;10(4):490-498.

    Article  Google Scholar 

  20. Vass DG, Hodson J, Isaac J, Marudanayagam R, Mirza DF, Muiesan P, Roberts K, Sutcliffe RP. Utility of drain fluid amylase measurement on the first postoperative day after distal pancreatectomy. HPB (Oxford) 2018;20(9):803-808.

    Article  Google Scholar 

  21. Giglio MC, Spalding DR, Giakoustidis A, Zarzavadjian Le Bian A, Jiao LR, Habib NA, Pai M. Meta-analysis of drain amylase content on postoperative day 1 as a predictor of pancreatic fistula following pancreatic resection. Br J Surg. 2016;103(4):328–336.

  22. Dugalic VD, Knezevic DM, Obradovic VN, et al. Drain amylase value as an early predictor of pancreatic fistula after cephalic duodenopancreatectomy. World J Gastroenterol. 2014;20(26):8691-8699.

    Article  Google Scholar 

  23. Daniel F, Tamim H, Hosni M, Ibrahim F, Mailhac A, Jamali F. Validation of day 1 drain fluid amylase level for prediction of clinically relevant fistula after distal pancreatectomy using the NSQIP database. Surgery. 2019;165(2):315-322.

    Article  Google Scholar 

  24. Zelga P, Ali JM, Brais R, Harper SJ, Liau SS, Huguet EL, Jamieson NV, Praseedom RK, Jah A. Negative predictive value of drain amylase concentration for development of pancreatic fistula after pancreaticoduodenectomy. Pancreatology 2015;15(2):179-84

    Article  CAS  Google Scholar 

  25. Cirocchi R, Graziosi L, Sanguinetti A, Boselli C, Polistena A, Renzi C, Desiderio J, Noya G, Parisi A, Hirota M, Donini A, Avenia N. Can the measurement of amylase in drain after distal pancreatectomy predict post-operative pancreatic fistula? Int J Surg 2015;21Suppl 1:S30-S33.

  26. Beane JD, Borrebach JD, Zureikat AH, Kilbane EM, Thompson VM, Pitt HA. Optimal Pancreatic Surgery: Are We Making Progress in North America? Ann Surg 2021;274(4):e355-e363.

    PubMed  Google Scholar 

  27. Maggino L, Malleo G, Bassi C, Allegrini V, Beane JD, Beckman RM, Chen B, Dickson EJ, Drebin JA, Ecker BL, Fraker DL, House MG, Jamieson NB, Javed AA, Kowalsky SJ, Lee MK, McMillan MT, Roses RE, Salvia R, Valero V 3rd, Velu LKP, Wolfgang CL, Zureikat AH, Vollmer CM Jr. Identification of an Optimal Cut-off for Drain Fluid Amylase on Postoperative Day 1 for Predicting Clinically Relevant Fistula After Distal Pancreatectomy: A Multi-institutional Analysis and External Validation. Ann Surg 2019;269(2):337-343.

    Article  Google Scholar 

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Correspondence to Alessandro Paniccia.

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Nassour, I., AlMasri, S., Hodges, J.C. et al. Novel Calculator to Estimate the Risk of Clinically Relevant Postoperative Pancreatic Fistula Following Distal Pancreatectomy. J Gastrointest Surg 26, 1436–1444 (2022). https://doi.org/10.1007/s11605-022-05275-3

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