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Published in: Journal of Gastrointestinal Surgery 11/2018

01-11-2018 | Original Article

Independent Predictors of Increased Operative Time and Hospital Length of Stay Are Consistent Across Different Surgical Approaches to Pancreatoduodenectomy

Authors: Dimitrios Xourafas, Timothy M. Pawlik, Jordan M. Cloyd

Published in: Journal of Gastrointestinal Surgery | Issue 11/2018

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Abstract

Background

While minimally invasive approaches are increasingly being utilized for pancreatoduodenectomy (PD), factors associated with prolonged operative time (OpTime) and hospital length of stay (LOS) remain poorly defined, and it is unclear whether these factors are consistent across surgical approaches.

Methods

The ACS-NSQIP targeted pancreatectomy database from 2014 to 2016 was used to identify all patients who underwent open (OPD), laparoscopic (LPD), or robotic (RPD) pancreatoduodenectomy. Multivariable linear regression analyses were used to evaluate predictors of OpTime and LOS, as well as quantify the changes observed relative to each surgical approach.

Results

Among 10,970 patients, PD procedure types varied: 9963 (92%) open, 418 (4%) laparoscopic, and 409 (4%) robotic. LOS was longer for the open and laparoscopic approaches (11 vs. 11 vs. 10 days, P = 0.0068), whereas OpTime was shortest for OPD (366 vs. 426 vs. 435 min, P < 0.0001). Independent predictors of a prolonged OpTime were ASA class ≥ 3 (P = 0.0002), preoperative XRT (P < 0.0001), pancreatic duct < 3 mm (P = 0.0001), T stage ≥ 3 (P = 0.0108), and vascular resection (P < 0.0001) for OPD; T stage ≥ 3 (P = 0.0510) and vascular resection (P = 0.0062) for LPD; and malignancy (P = 0.0460) and conversion to laparotomy (P = 0.0001) for RPD. Independent predictors of increased LOS were age ≥ 65 years (P = 0.0002), ASA class ≥ 3 (P = 0.0012), hypoalbuminemia (P < 0.0001), and preoperative blood transfusion (P < 0.0001) for OPD as well as an OpTime > 370 min (all p < 0.05) and specific postoperative complications (all p < 0.05) for all surgical approaches.

Conclusions

Perioperative risk factors for prolonged OpTime and hospital LOS are relatively consistent across open, laparoscopic, and robotic approaches to PD. Particular attention to these factors may help identify opportunities to improve perioperative quality, enhance patient satisfaction, and ensure an efficient allocation of hospital resources.
Literature
1.
go back to reference Eijkemans MJ, van Houdenhoven M, Nguyen T, Boersma E, Steyerberg EW, Kazemier G. Predicting the unpredictable: a new prediction model for operating room times using individual characteristics and the surgeon’s estimate. Anesthesiology 2010; 112: 41–9.CrossRef Eijkemans MJ, van Houdenhoven M, Nguyen T, Boersma E, Steyerberg EW, Kazemier G. Predicting the unpredictable: a new prediction model for operating room times using individual characteristics and the surgeon’s estimate. Anesthesiology 2010; 112: 41–9.CrossRef
2.
go back to reference Stepaniak PS, Heij C, Mannaerts GH, de Quelerij M, de Vries G. Modeling procedure and surgical times for current procedural terminology-anesthesia-surgeon combinations and evaluation in terms of case-duration prediction and operating room efficiency: a multicenter study. Anest. Analg. 2009; 109:1232–45.5.CrossRef Stepaniak PS, Heij C, Mannaerts GH, de Quelerij M, de Vries G. Modeling procedure and surgical times for current procedural terminology-anesthesia-surgeon combinations and evaluation in terms of case-duration prediction and operating room efficiency: a multicenter study. Anest. Analg. 2009; 109:1232–45.5.CrossRef
3.
go back to reference Stephen AE, Berger DL. Shortened length of stay and hospital cost reduction with implementation of an accelerated clinical care pathway after elective colon resection. Surgery 2003;133:277–82.CrossRef Stephen AE, Berger DL. Shortened length of stay and hospital cost reduction with implementation of an accelerated clinical care pathway after elective colon resection. Surgery 2003;133:277–82.CrossRef
4.
go back to reference Daley, BJ. ; Cecil, W ; Clarke, P. C ; Cofer, J. B. ; Guillamondegui, O. D. How Slow Is Too Slow? Correlation of Operative Time to Complications: An Analysis from the Tennessee Surgical Quality Collaborative. Journal of the American College of Surgeons, April 2015, Vol. 220 (4), pp. 550–558.CrossRef Daley, BJ. ; Cecil, W ; Clarke, P. C ; Cofer, J. B. ; Guillamondegui, O. D. How Slow Is Too Slow? Correlation of Operative Time to Complications: An Analysis from the Tennessee Surgical Quality Collaborative. Journal of the American College of Surgeons, April 2015, Vol. 220 (4), pp. 550–558.CrossRef
5.
go back to reference Krell RW, Girotti ME, Dimick JB. Extended length of stay after surgery: complications, inefficient practice, or sick patients? JAMA surgery. 2014;149(8):815–820.CrossRef Krell RW, Girotti ME, Dimick JB. Extended length of stay after surgery: complications, inefficient practice, or sick patients? JAMA surgery. 2014;149(8):815–820.CrossRef
6.
go back to reference Dexter, F.; Epstein, R. H.; Lee, J.D.; Ledolter, J. Automatic updating of times remaining in surgical cases using bayesian analysis of historical case duration data and “instant messaging” updates from anesthesia providers. Anesth Analg 2009;108:929–40.CrossRef Dexter, F.; Epstein, R. H.; Lee, J.D.; Ledolter, J. Automatic updating of times remaining in surgical cases using bayesian analysis of historical case duration data and “instant messaging” updates from anesthesia providers. Anesth Analg 2009;108:929–40.CrossRef
7.
go back to reference Halbeis, CBE ; Epstein, RH ; Macario, A ; Pearl, RG ; Grunwald, Z Adoption of anesthesia information management systems by academic departments in the United States. Anesth Analg 2008 Oct;107:1323–9.CrossRef Halbeis, CBE ; Epstein, RH ; Macario, A ; Pearl, RG ; Grunwald, Z Adoption of anesthesia information management systems by academic departments in the United States. Anesth Analg 2008 Oct;107:1323–9.CrossRef
9.
go back to reference Baker EH, Ross SW, Seshadri R, et al. Robotic pancreaticoduodenectomy for pancreatic adenocarcinoma: role in 2014 and beyond. Journal of Gastrointestinal Oncology. 2015;6(4):396–405.PubMedPubMedCentral Baker EH, Ross SW, Seshadri R, et al. Robotic pancreaticoduodenectomy for pancreatic adenocarcinoma: role in 2014 and beyond. Journal of Gastrointestinal Oncology. 2015;6(4):396–405.PubMedPubMedCentral
10.
go back to reference Kendrick ML, Cusati D. Total Laparoscopic Pancreaticoduodenectomy Feasibility and Outcome in an Early Experience. Arch Surg. 2010;145(1):19–23.CrossRef Kendrick ML, Cusati D. Total Laparoscopic Pancreaticoduodenectomy Feasibility and Outcome in an Early Experience. Arch Surg. 2010;145(1):19–23.CrossRef
11.
go back to reference Zureikat AH, Moser AJ, Boone BA, Bartlett DL, Zenati M, Zeh HJ. 250 Robotic Pancreatic Resections: Safety and Feasibility. Ann Surg. 2013 Oct; 258(4): 554–562PubMedPubMedCentral Zureikat AH, Moser AJ, Boone BA, Bartlett DL, Zenati M, Zeh HJ. 250 Robotic Pancreatic Resections: Safety and Feasibility. Ann Surg. 2013 Oct; 258(4): 554–562PubMedPubMedCentral
12.
go back to reference Henderson WG, Daley J. Design and statistical methodology of the National Surgical Quality Improvement Program: why is it what it is? Am J Surg. 2009;198(suppl 5):S19-S27.CrossRef Henderson WG, Daley J. Design and statistical methodology of the National Surgical Quality Improvement Program: why is it what it is? Am J Surg. 2009;198(suppl 5):S19-S27.CrossRef
13.
go back to reference Ball CG, Pitt HA, Kilbane ME, Dixon E, Sutherland FR, Lillemoe KD. Peri-operative blood transfusion and operative time are quality indicators for pancreatoduodenectomy. HPB : The Official Journal of the International Hepato Pancreato Biliary Association. 2010;12(7):465–471.CrossRef Ball CG, Pitt HA, Kilbane ME, Dixon E, Sutherland FR, Lillemoe KD. Peri-operative blood transfusion and operative time are quality indicators for pancreatoduodenectomy. HPB : The Official Journal of the International Hepato Pancreato Biliary Association. 2010;12(7):465–471.CrossRef
15.
go back to reference Schneider, EB. ; Hyder, O; Wolfgang, CL. ; Dodson, RM. ; Haider, AH. ; Herman, JM.; Pawlik, TM. Provider versus patient factors impacting hospital length of stay after pancreaticoduodenectomy. Surgery, August 2013, Vol. 154(2), pp. 152–161CrossRef Schneider, EB. ; Hyder, O; Wolfgang, CL. ; Dodson, RM. ; Haider, AH. ; Herman, JM.; Pawlik, TM. Provider versus patient factors impacting hospital length of stay after pancreaticoduodenectomy. Surgery, August 2013, Vol. 154(2), pp. 152–161CrossRef
16.
go back to reference Yoshioka, R., Yasunaga, H., Hasegawa, K., Horiguchi, H., Fushimi, K., Aoki, T., Sakamoto, Y., Sugawara, Y. and Kokudo, N. Impact of hospital volume on hospital mortality, length of stay and total costs after pancreaticoduodenectomy. Br J Surg, 2014; 101: 523–529.CrossRef Yoshioka, R., Yasunaga, H., Hasegawa, K., Horiguchi, H., Fushimi, K., Aoki, T., Sakamoto, Y., Sugawara, Y. and Kokudo, N. Impact of hospital volume on hospital mortality, length of stay and total costs after pancreaticoduodenectomy. Br J Surg, 2014; 101: 523–529.CrossRef
17.
go back to reference Garnett, G., Wilkens, L., Limm, W. and Wong, L. Operative Time as a Measure of Quality in Pancreaticoduodenectomy: Is Faster Better? A Retrospective Review Using the ACS NSQIP Database. Surgical Science, 2015; 6, 418–426.CrossRef Garnett, G., Wilkens, L., Limm, W. and Wong, L. Operative Time as a Measure of Quality in Pancreaticoduodenectomy: Is Faster Better? A Retrospective Review Using the ACS NSQIP Database. Surgical Science, 2015; 6, 418–426.CrossRef
18.
go back to reference Speicher, Pj ; Nussbaum, Dp ; White, Rr ; Clary, BM ; Pappas, Tn ; Tyler, Ds ; Perez, A. Defining the Learning Curve for Team-based Laparoscopic Pancreaticoduodenectomy. Annals Of Surgical Oncology, 2014 Feb, Vol. 21 Suppl 1, pp. S38-S38 Speicher, Pj ; Nussbaum, Dp ; White, Rr ; Clary, BM ; Pappas, Tn ; Tyler, Ds ; Perez, A. Defining the Learning Curve for Team-based Laparoscopic Pancreaticoduodenectomy. Annals Of Surgical Oncology, 2014 Feb, Vol. 21 Suppl 1, pp. S38-S38
19.
go back to reference Kim H, Kim JR, Han Y, Kwon W, Kim S-W, Jang J-Y. Early experience of laparoscopic and robotic hybrid pancreaticoduodenectomy. Int J Med Robotics Comput Assist Surg. 2017;13:e1814.CrossRef Kim H, Kim JR, Han Y, Kwon W, Kim S-W, Jang J-Y. Early experience of laparoscopic and robotic hybrid pancreaticoduodenectomy. Int J Med Robotics Comput Assist Surg. 2017;13:e1814.CrossRef
21.
go back to reference Burt, BM. ; Elbardissi, AW. ; Huckman, RS. ; Cohn, LH. ; Cevasco, M; Rawn, JD. ; Aranki, SF.; Byrne, JG. Influence of experience and the surgical learning curve on long-term patient outcomes in cardiac surgery. J Thorac Cardiovasc Surg. 2015 Nov; 150(5):1061–7, 1068.e1–3.CrossRef Burt, BM. ; Elbardissi, AW. ; Huckman, RS. ; Cohn, LH. ; Cevasco, M; Rawn, JD. ; Aranki, SF.; Byrne, JG. Influence of experience and the surgical learning curve on long-term patient outcomes in cardiac surgery. J Thorac Cardiovasc Surg. 2015 Nov; 150(5):1061–7, 1068.e1–3.CrossRef
22.
go back to reference Brooks AD, Marcus SG, Gradek C, Newman E, Shamamian P, Gouge TH, Pachter HL, Eng K. Decreasing Length of Stay After Pancreatoduodenectomy. Arch Surg. 2000;135(7):823–830.CrossRef Brooks AD, Marcus SG, Gradek C, Newman E, Shamamian P, Gouge TH, Pachter HL, Eng K. Decreasing Length of Stay After Pancreatoduodenectomy. Arch Surg. 2000;135(7):823–830.CrossRef
23.
go back to reference Radomski M, Zenati M, Novak S, Tam V, Steve J, Bartlett DL, Zureikat AH, Zeh HJ 3rd, Hogg ME. Factors associated with prolonged hospitalization in patients undergoing pancreatoduodenectomy. Am J Surg. 2018 Apr;215(4):636–642.CrossRef Radomski M, Zenati M, Novak S, Tam V, Steve J, Bartlett DL, Zureikat AH, Zeh HJ 3rd, Hogg ME. Factors associated with prolonged hospitalization in patients undergoing pancreatoduodenectomy. Am J Surg. 2018 Apr;215(4):636–642.CrossRef
24.
go back to reference Cusworth BM, Krasnick BA, Nywening TM, Woolsey CA, Fields RC, Doyle MM, Liu J, Hawkins WG. Whipple-specific complications result in prolonged length of stay not accounted for in ACS-NSQIP Surgical Risk Calculator. HPB (Oxford); 2017 Feb;19(2):147–153.CrossRef Cusworth BM, Krasnick BA, Nywening TM, Woolsey CA, Fields RC, Doyle MM, Liu J, Hawkins WG. Whipple-specific complications result in prolonged length of stay not accounted for in ACS-NSQIP Surgical Risk Calculator. HPB (Oxford); 2017 Feb;19(2):147–153.CrossRef
25.
go back to reference Cho SW, Tzeng CW, Johnston WC, Cassera MA, Newell PH, Hammill CW, Wolf RF, Aloia TA, Hansen PD. Neoadjuvant radiation therapy and its impact on complications after pancreaticoduodenectomy for pancreatic cancer: analysis of the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP). HPB (Oxford); 2014;16(4):350–356.CrossRef Cho SW, Tzeng CW, Johnston WC, Cassera MA, Newell PH, Hammill CW, Wolf RF, Aloia TA, Hansen PD. Neoadjuvant radiation therapy and its impact on complications after pancreaticoduodenectomy for pancreatic cancer: analysis of the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP). HPB (Oxford); 2014;16(4):350–356.CrossRef
26.
go back to reference Denbo JW, Bruno ML, Cloyd JM, Prakash L, Lee JE, Kim M, Crane CH, Koay EJ, Krishnan S, Das P, Minsky BD, Varadhachary G, Shroff R, Wolff R, Javle M, Overman MJ, Fogelman D, Aloia TA, Vauthey JN, Fleming JB, Katz MH. Preoperative Chemoradiation for Pancreatic Adenocarcinoma Does Not Increase 90-Day Postoperative Morbidity or Mortality. J Gastrointest Surg. 2016 Dec;20(12):1975–1985.CrossRef Denbo JW, Bruno ML, Cloyd JM, Prakash L, Lee JE, Kim M, Crane CH, Koay EJ, Krishnan S, Das P, Minsky BD, Varadhachary G, Shroff R, Wolff R, Javle M, Overman MJ, Fogelman D, Aloia TA, Vauthey JN, Fleming JB, Katz MH. Preoperative Chemoradiation for Pancreatic Adenocarcinoma Does Not Increase 90-Day Postoperative Morbidity or Mortality. J Gastrointest Surg. 2016 Dec;20(12):1975–1985.CrossRef
27.
go back to reference Rosemurgy AS, Bloomston M, Serafini FM, Coon B, Murr MM, Carey LC. Frequency with which surgeons undertake pancreaticoduodenectomy determines length of stay, hospital charges, and in-hospital mortality. J Gastrointest Surg 2001; 5:21–6.CrossRef Rosemurgy AS, Bloomston M, Serafini FM, Coon B, Murr MM, Carey LC. Frequency with which surgeons undertake pancreaticoduodenectomy determines length of stay, hospital charges, and in-hospital mortality. J Gastrointest Surg 2001; 5:21–6.CrossRef
28.
go back to reference Schmidt CM, Turrini O, Parikh P, House MG, Zyromski NJ, Nakeeb A, Howard TJ, Pitt HA, Lillemoe KD. Effect of hospital volume, surgeon experience, and surgeon volume on patient outcomes after pancreaticoduodenectomy: a single institution experience. Arch Surg 2010; 145:634–40.CrossRef Schmidt CM, Turrini O, Parikh P, House MG, Zyromski NJ, Nakeeb A, Howard TJ, Pitt HA, Lillemoe KD. Effect of hospital volume, surgeon experience, and surgeon volume on patient outcomes after pancreaticoduodenectomy: a single institution experience. Arch Surg 2010; 145:634–40.CrossRef
30.
go back to reference Xiong J, Szatmary P, Huang W, de la Iglesia-Garcia D, Nunes QM, Xia Q, Hu W, Sutton R, Liu X, Raraty MG. Enhanced Recovery After Surgery Program in Patients Undergoing Pancreaticoduodenectomy: A PRISMA-Compliant Systematic Review and Meta-Analysis. Medicine (Baltimore). 2016 May;95(18):e3497.CrossRef Xiong J, Szatmary P, Huang W, de la Iglesia-Garcia D, Nunes QM, Xia Q, Hu W, Sutton R, Liu X, Raraty MG. Enhanced Recovery After Surgery Program in Patients Undergoing Pancreaticoduodenectomy: A PRISMA-Compliant Systematic Review and Meta-Analysis. Medicine (Baltimore). 2016 May;95(18):e3497.CrossRef
31.
go back to reference Coolsen MM, van Dam RM, van der Wilt AA, Slim K, Lassen K, Dejong CH. Systematic Review and Meta-analysis of Enhanced Recovery After Pancreatic Surgery with Particular Emphasis on Pancreaticoduodenectomies. World J Surg. 2013 Aug;37(8):1909–18.CrossRef Coolsen MM, van Dam RM, van der Wilt AA, Slim K, Lassen K, Dejong CH. Systematic Review and Meta-analysis of Enhanced Recovery After Pancreatic Surgery with Particular Emphasis on Pancreaticoduodenectomies. World J Surg. 2013 Aug;37(8):1909–18.CrossRef
Metadata
Title
Independent Predictors of Increased Operative Time and Hospital Length of Stay Are Consistent Across Different Surgical Approaches to Pancreatoduodenectomy
Authors
Dimitrios Xourafas
Timothy M. Pawlik
Jordan M. Cloyd
Publication date
01-11-2018
Publisher
Springer US
Published in
Journal of Gastrointestinal Surgery / Issue 11/2018
Print ISSN: 1091-255X
Electronic ISSN: 1873-4626
DOI
https://doi.org/10.1007/s11605-018-3834-6

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