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Enhanced recovery after surgery in colon and rectal surgery: identification of predictive variables of failure in a monocentric series including 733 patients

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Abstract

To identify factors associated with early deviation and delayed discharge within an Enhanced Recovery after Surgery (ERAS) pathway. This is a retrospective review of prospectively collected data of consecutive patients who underwent laparoscopic or open colorectal surgery and managed with a standardized ERAS pathway between April 2015 and October 2018. ERAS items were assessed within 48 h after surgery. Patients with early complications were excluded. The influence of factors on length of stay was calculated by univariate and multivariate analysis. A binary logistic regression was used to model a predicting score. Seven hundred and thirty-three patients met the inclusion criteria. Multivariate analysis showed that age ≥ 75 years (P = 0.02), ASA score ≥ 3 (P = 0.03), open surgery or conversion to open (P = 0.001), non-compliance with the intra-operative balanced fluid therapy (P = 0.049), failure to early removal of the urinary catheter (P = 0.001), to discontinue IV fluid (P = 0.02) and to early mobilization (P = 0.001) were independently associated with ERAS failure. The generated score had a specificity of 84% and a positive predictive value of 72%. Patients who would have a length of stay longer than the median for each surgical procedure were properly identified (Area under ROC Curve = 0.753, P < 0.001). The delayed discharge could be predicted at 48 h from the intervention. The ability of the model to weight the specific role of each statistically significant variable might be a useful tool to identify the most frail patients.

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Data available under request. Code availability: Analysis conducted using the SPSS™ software package version 20.0 for Windows (SPSS Inc., Chicago, Illinois, USA).

References

  1. Nygren J, Thacker J, Carli F, Fearon KCH, Norderval S, Lobo DN, Ljungqvist O, Soop M, Ramirez J (2013) Guidelines for perioperative care in elective rectal/pelvic surgery: enhanced recovery after surgery (ERAS®) society recommendations. World J Surg 37:285–305. https://doi.org/10.1007/s00268-012-1787-6

    Article  CAS  PubMed  Google Scholar 

  2. Gustafsson UO, Scott MJ, Schwenk W, Demartines N, Roulin D, Francis N, McNaught CE, MacFie J, Liberman AS, Soop M, Hill A, Kennedy RH, Lobo DN, Fearon K, Ljungqvist O (2013) Guidelines for perioperative care in elective colonic surgery: enhanced recovery after surgery (ERAS®) society recommendations. World J Surg 37:259–284. https://doi.org/10.1007/s00268-012-1772-0

    Article  CAS  PubMed  Google Scholar 

  3. Vignali A, Elmore U, Cossu A, Lemma M, Calì B, de Nardi P, Rosati R (2016) Enhanced recovery after surgery (ERAS) pathway vs traditional care in laparoscopic rectal resection: a single-center experience. Tech Coloproctol 20:559–566. https://doi.org/10.1007/s10151-016-1497-4Epub 2016 Jun 4

    Article  CAS  PubMed  Google Scholar 

  4. Bardram L, Funch-Jensen P, Jensen P, Kehlet H, Crawford ME (1995) Recovery after laparoscopic colonic surgery with epidural analgesia, and early oral nutrition and mobilisation. Lancet 345:763–764. https://doi.org/10.1016/s0140-6736(95)90643-6

    Article  CAS  PubMed  Google Scholar 

  5. Varadhan KK, Neal KR, Dejong CHC, Fearon KCH, Ljungqvist O, Lobo DN (2010) The enhanced recovery after surgery (ERAS) pathway for patients undergoing major elective open colorectal surgery: a meta-analysis of randomized controlled trials. Clin Nutr 29:434–440. https://doi.org/10.1016/j.clnu.2010.01.004

    Article  PubMed  Google Scholar 

  6. Lv L, Shao YF, Zhou YB (2012) The enhanced recovery after surgery (ERAS) pathway for patients undergoing colorectal surgery: an update of meta-analysis of randomized controlled trials. Int J Colorectal Dis 27:1549–1554. https://doi.org/10.1007/s00384-012-1577-5

    Article  PubMed  Google Scholar 

  7. Gustafsson UO, Hausel J, Thorell A, Ljungqvist O, Soop M, Nygren J (2011) Adherence to the enhanced recovery after surgery protocol and outcomes after colorectal cancer surgery. Arch Surg 146:571–577. https://doi.org/10.1001/archsurg.2010.309

    Article  PubMed  Google Scholar 

  8. Bakker N, Cakir H, Doodeman HJ, Houdijk APJ (2015) Eight years of experience with enhanced recovery after surgery in patients with colon cancer: impact of measures to improve adherence. Surgery 157:1130–1136. https://doi.org/10.1016/j.surg.2015.01.016

    Article  PubMed  Google Scholar 

  9. Maessen J, Dejong CHC, Hausel J, Nygren J, Lassen K, Andersen J, Kessels AGH, Revhaug A, Kehlet H, Ljungqvist O, Fearon KCH, Von Meyenfeldt MF (2007) A protocol is not enough to implement an enhanced recovery programme for colorectal resection. Br J Surg 94:224–231. https://doi.org/10.1002/bjs.5468

    Article  CAS  PubMed  Google Scholar 

  10. Smart NJ, White P, Allison AS, Ockrim JB, Kennedy RH, Francis NK (2012) Deviation and failure of enhanced recovery after surgery following laparoscopic colorectal surgery: early prediction model. Color Dis 14:727–734. https://doi.org/10.1111/j.1463-1318.2012.03096.x

    Article  Google Scholar 

  11. Martin D, Roulin D, Addor V, Blanc C, Demartines N, Hübner M (2016) Enhanced recovery implementation in colorectal surgery—temporary or persistent improvement? Langenbeck’s Arch. Surg 401:1163–1169. https://doi.org/10.1007/s00423-016-1518-9

    Article  Google Scholar 

  12. Mari G, Crippa J, Costanzi A, Mazzola M, Rossi M, Maggioni D (2016) ERAS protocol reduces IL-6 secretion in colorectal laparoscopic surgery: results from a randomized clinical trial. Surg Laparosc Endosc Percutaneous Tech 26:444–448. https://doi.org/10.1097/SLE.0000000000000324

    Article  Google Scholar 

  13. Hemandas AK, Abdelrahman T, Flashman KG, Skull AJ, Senapati A, O’Leary DP, Parvaiz A (2010) Laparoscopic colorectal surgery produces better outcomes for high risk cancer patients compared to open surgery. Ann Surg 252:84–89. https://doi.org/10.1097/SLA.0b013e3181e45b66

    Article  PubMed  Google Scholar 

  14. Braga M, Pecorelli N, Scatizzi M, Borghi F, Missana G, Radrizzani D, Azzola M, Beretta L, Bima C, Bona S, Bouzari H, Casiraghi U, Ceretti AP, Crespi M, Ficari F, Iuliani R, Maspero M, Monzani R, Muratore A, Pellegrino L (2017) Enhanced recovery program in high-risk patients undergoing colorectal surgery: results from the PeriOperative Italian Society Registry. World J Surg 41:860–867. https://doi.org/10.1007/s00268-016-3766-9

    Article  PubMed  Google Scholar 

  15. Hendry PO, Hausel J, Nygren J, Lassen K, Dejong CHC, Ljungqvist O, Fearon KCH (2009) Determinants of outcome after colorectal resection within an enhanced recovery programme. Br J Surg 96:197–205. https://doi.org/10.1002/bjs.6445

    Article  CAS  PubMed  Google Scholar 

  16. von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP (2014) The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. Int J Surg 335:806–808. https://doi.org/10.1016/j.ijsu.2014.07.013

    Article  Google Scholar 

  17. Watt DG, McSorley ST, Park JH, Horgan PG, McMillan DC (2017) A postoperative systemic inflammation score predicts short- and long-term outcomes in patients undergoing surgery for colorectal cancer. Ann Surg Oncol 24:1100–1109. https://doi.org/10.1245/s10434-016-5659-4

    Article  PubMed  Google Scholar 

  18. Reisinger KW, Poeze M, Hulsewé KWE, Van Acker BA, Van Bijnen AA, Hoofwijk AGM, Stoot JHMB, Derikx JPM (2014) Accurate prediction of anastomotic leakage after colorectal surgery using plasma markers for intestinal damage and inflammation. J Am Coll Surg 219:744–751. https://doi.org/10.1016/j.jamcollsurg.2014.06.011

    Article  PubMed  Google Scholar 

  19. Garcia-Granero A, Frasson M, Flor-Lorente B, Blanco F, Puga R, Carratalá A, Garcia-Granero E (2013) Procalcitonin and C-reactive protein as early predictors of anastomotic leak in colorectal surgery: a prospective observational study. Dis Colon Rectum 56:475–483. https://doi.org/10.1097/DCR.0b013e31826ce825

    Article  PubMed  Google Scholar 

  20. Aravani A, Samy EF, Thomas JD, Quirke P, Morris EJA, Finan PJ (2016) A retrospective observational study of length of stay in hospital after colorectal cancer surgery in England (1998-2010). Medicine 95:e5064. https://doi.org/10.1097/MD.0000000000005064

    Article  PubMed  PubMed Central  Google Scholar 

  21. Perng DS, Lu IC, Shi HY, Lin CW, Liu KW, Su YF, Lee KT (2014) Incidence trends and predictors for cost and average lengths of stay in colorectal cancer surgery. World J Gastroenterol 20:532–538. https://doi.org/10.3748/wjg.v20.i2.532

    Article  PubMed  PubMed Central  Google Scholar 

  22. Meillat H, Brun C, Zemmour C, de Chaisemartin C, Turrini O, Faucher M, Lelong B (2020) Laparoscopy is not enough: full ERAS compliance is the key to improvement of short-term outcomes after colectomy for cancer. Surg Endosc. 34(5):2067–2075. https://doi.org/10.1007/s00464-019-06987-5(Epub 2019 Aug 5)

    Article  PubMed  Google Scholar 

  23. Colon Cancer Laparoscopic or Open Resection Study Group, Buunen M, Veldkamp R, Hop WC, Kuhry E, Jeekel J, Haglind E, Påhlman L, Cuesta MA, Msika S, Morino M, Lacy ABH (2009) Survival after laparoscopic surgery versus open surgery for colon cancer: long-term outcome of a randomised clinical trial. Lancet Oncol. 10(1):44–52. https://doi.org/10.1016/S1470-2045(08)70310-3

    Article  CAS  PubMed  Google Scholar 

  24. Van der Pas MHGM, Haglind E, Cuesta MA, Fürst A, Lacy AM, Hop WCJ et al (2013) Laparoscopic versus open surgery for rectal cancer (COLOR II): Short-term outcomes of a randomised, phase 3 trial. Lancet Oncol 14(3):44–52. https://doi.org/10.1016/S1470-2045(13)70016-0

    Article  Google Scholar 

  25. Parise P, Ferrari C, Cossu A, Puccetti F, Elmore U, De Pascale S, Garutti L, Fumagalli UR, Di Serio MS, Rosati R (2019) Enhanced recovery after surgery (ERAS) pathway in esophagectomy: is a reasonable prediction of hospital stay possible? Ann Surg 270:77–83. https://doi.org/10.1097/SLA.0000000000002775

    Article  PubMed  Google Scholar 

  26. Dindo D, Demartines N, Clavien PA (2004) Classification of surgical complications: a new proposal with evaluation in a cohort of 6336 patients and results of a survey. Ann Surg 240:205–213. https://doi.org/10.1097/01.sla.0000133083.54934.ae

    Article  PubMed  PubMed Central  Google Scholar 

  27. Cakir H, van Stijn MFM, Lopes Cardozo AMF, Langenhorst BLAM, Schreurs WH, van der Ploeg TJ, Bemelman WA, Houdijk APJ (2013) Adherence to enhanced recovery after surgery and length of stay after colonic resection. Color Dis 15:1019–1025. https://doi.org/10.1111/codi.12200

    Article  CAS  Google Scholar 

  28. Arrick L, Mayson K, Hong T, Warnock G (2019) Enhanced recovery after surgery in colorectal surgery: impact of protocol adherence on patient outcomes. J Clin Anesth 55:7–12. https://doi.org/10.1016/j.jclinane.2018.12.034

    Article  PubMed  Google Scholar 

  29. Boulind CE, Yeo M, Burkill C, Witt A, James E, Ewings P, Kennedy RH, Francis NK (2012) Factors predicting deviation from an enhanced recovery programme and delayed discharge after laparoscopic colorectal surgery. Color Dis 14:103–110. https://doi.org/10.1111/j.1463-1318.2011.02799.x

    Article  Google Scholar 

  30. Keller DS, Bankwitz B, Woconish D, Champagne BJ, Reynolds HL, Stein SL, Delaney CP (2014) Predicting who will fail early discharge after laparoscopic colorectal surgery with an established enhanced recovery pathway. Surg Endosc 28:74–79. https://doi.org/10.1007/s00464-013-3158-2

    Article  PubMed  Google Scholar 

  31. Roulin D, Muradbegovic M, Addor V, Blanc C, Demartines N, Hübner M (2017) Enhanced recovery after elective colorectal surgery—reasons for non-compliance with the protocol. Dig Surg 34(3):220–226. https://doi.org/10.1159/000450685(Epub 2016 Dec 10)

    Article  PubMed  Google Scholar 

  32. Ni X, Jia D, Chen Y, Wang L, Suo J (2019) Is the Enhanced recovery after surgery (ERAS) program effective and safe in laparoscopic colorectal cancer surgery? A meta-analysis of randomized controlled trials. J Gastrointest Surg 23:1502–1512. https://doi.org/10.1007/s11605-019-04170-8

    Article  PubMed  Google Scholar 

  33. Meillat H, Brun C, Zemmour C, de Chaisemartin C, Turrini O, Faucher M, Lelong B (2019) Laparoscopy is not enough: full ERAS compliance is the key to improvement of short-term outcomes after colectomy for cancer. Surg Endosc. https://doi.org/10.1007/s00464-019-06987-5

    Article  PubMed  Google Scholar 

  34. Vlug MS, Wind J, Hollmann MW, Ubbink DT, Cense HA, Engel AF, Gerhards MF, Van Wagensveld BA, Van Der Zaag ES, Van Geloven AAW, Sprangers MAG, Cuesta MA, Bemelman WA (2011) Laparoscopy in combination with fast track multimodal management is the best perioperative strategy in patients undergoing colonic surgery: a randomized clinical trial (LAFA-study). Ann Surg 254:868–875. https://doi.org/10.1097/SLA.0b013e31821fd1ce

    Article  PubMed  Google Scholar 

  35. Maggiori L, Rullier E, Lefevre J, Regimbeau J-M, Berdah S, Karoui M, Loriau J, Alves A, Vicaut E, Panis Y (2017) Does a combination of laparoscopic approach and full fast track multimodal management decreases postoperative morbidity after colorectal cancer surgery? A multicenter randomized controlled trial. Color Dis Conf 12th Sci Annu Meet Eur Soc Coloproctol Ger 266:729–737. https://doi.org/10.1111/codi.13794

    Article  Google Scholar 

  36. Aarts M-A, Rotstein OD, Pearsall EA, Victor JC, Okrainec A, McKenzie M, McCluskey SA, Conn LG, McLeod RS, iERAS group (2018) Postoperative ERAS interventions have the greatest impact on optimal recovery: experience with implementation of ERAS across multiple hospitals. Ann Surg 267:992–997. https://doi.org/10.1097/SLA.0000000000002632

    Article  PubMed  Google Scholar 

  37. Kehlet H (2018) ERAS implementation—time to move forward. Ann Surg 267:998–999. https://doi.org/10.1097/SLA.0000000000002720

    Article  PubMed  Google Scholar 

  38. Pędziwiatr M, Pisarska M, Ljungqvist O (2020) Authors’ reply: compliance with the ERAS protocol and 3-year survival after laparoscopic surgery for nonmetastatic colorectal cancer. World J Surg 44:314–315. https://doi.org/10.1007/s00268-019-05168-8

    Article  PubMed  Google Scholar 

  39. Parise P, Cinelli L, Ferrari C, Cossu A, Puccetti F, Garutti L, Elmore U, Rosati R (2020) Early red flags associated with delayed discharge in patients undergoing gastrectomy: analysis of perioperative variables and ERAS protocol items. World J Surg 44:223–231. https://doi.org/10.1007/s00268-019-05223-4

    Article  PubMed  Google Scholar 

  40. Kelly M, Sharp L, Dwane F, Kelleher T, Comber H (2012) Factors predicting hospital length-of-stay and readmission after colorectal resection: a population-based study of elective and emergency admissions. BMC Health Serv Res. https://doi.org/10.1186/1472-6963-12-77

    Article  PubMed  PubMed Central  Google Scholar 

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Correspondence to Andrea Vignali.

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Vignali, A., Elmore, U., Guarneri, G. et al. Enhanced recovery after surgery in colon and rectal surgery: identification of predictive variables of failure in a monocentric series including 733 patients. Updates Surg 73, 111–121 (2021). https://doi.org/10.1007/s13304-020-00848-w

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