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Research Article|Articles in Press

Surgical outcome of a double versus a single pancreatoduodenectomy per operating day

Open AccessPublished:February 25, 2023DOI:https://doi.org/10.1016/j.surg.2023.01.010

      Abstract

      Background

      For logistical reasons, some high-volume centers have developed surgical programs wherein 1 surgical team performs 2 pancreatoduodenectomies on a single day. It is unclear whether this practice has a negative impact on surgical outcome.

      Methods

      We conuducted a retrospective analysis including all consecutive open pancreatoduodenectomies in a single high-volume center (2014–2021). Pancreatoduodenectomies were grouped as the first (pancreatoduodenectomy-1) or second (pancreatoduodenectomy-2) pancreatoduodenectomy on a single day (ie, paired pancreatoduodenectomies) and as pancreatoduodenectomy-3 whenever 1 pancreatoduodenectomy was performed per day (ie, unpaired). Patients undergoing minimally invasive procedures were excluded. The primary outcomes were major morbidity (ie, Clavien-Dindo grade ≥IIIa) and mortality.

      Results

      Among 689 patients, 151 patients had undergone minimally invasive pancreatoduodenectomy, leaving 538 patients after open pancreatoduodenectomy for inclusion. The overall rate of major morbidity was 37.4% (n = 200/538) and in-hospital/30-day mortality 1.7% (n = 9/538). Overall, 136 (25.3%) patients were operated in 68 pancreatoduodenectomy-1/ pancreatoduodenectomy-2 pairs and 402 (74.7%) patients as unpaired pancreatoduodenectomy (pancreatoduodenectomy-3). No differences were found between pancreatoduodenectomy-1 and pancreatoduodenectomy-2 regarding the rates of major morbidity (35.3% vs 26.5%; P = .265) and mortality (1.5% vs 0%; P = .999). Between the 68 pancreatoduodenectomy-1/ pancreatoduodenectomy-2 pairs and the 402 unpaired pancreatoduodenectomies, the rates of major morbidity (30.9% vs 39.6%; P = .071) and mortality (0.7% vs 2.0%; P = .461) did not differ significantly. In multivariable logistic regression analysis, pancreatoduodenectomy-1 was not associated with major morbidity (odds ratio = 0.913 [95% confidence interval 0.515–1.620]; P = .756), whereas pancreatoduodenectomy-2 was associated with less major morbidity (odds ratio = 0.522 [95% confidence interval 0.277–0.983]; P = .045).

      Conclusion

      In a high-volume setting, performing 2 consecutive open pancreatoduodenectomies on a single operating day appears to be safe. This approach may be an option when logistically required.

      Introduction

      Pancreatoduodenectomy (PD) is among the most complex surgical operations. In patients undergoing PD, hospital volume is strongly and inversely related to postoperative mortality.
      • Hata T.
      • Motoi F.
      • Ishida M.
      • et al.
      Effect of hospital volume on surgical outcomes after pancreaticoduodenectomy: a systematic review and meta-analysis.
      This has led to the concentration of PD to high-volume centers, which reduced mortality rates by nearly half in the Netherlands.
      • Gooiker G.A.
      • Lemmens V.E.
      • Besselink M.G.
      • et al.
      Impact of centralization of pancreatic cancer surgery on resection rates and survival.
      ,
      • de Wilde R.F.
      • Besselink M.G.
      • van der Tweel I.
      • et al.
      Impact of nationwide centralization of pancreaticoduodenectomy on hospital mortality.
      Nevertheless, PD remains associated with high complication rates up to 65.3%.
      • Sánchez-Velázquez P.
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      • et al.
      Benchmarks in pancreatic surgery: a novel tool for unbiased outcome comparisons.
      As a result of the continuing centralization, the demand for pancreatic surgery in high-volume centers is growing. The latter is illustrated by the fact that resection rates for pancreatic cancer have doubled from 8.3% to 16.6% within a decade in the Netherlands.
      • Latenstein A.E.J.
      • Mackay T.M.
      • van der Geest L.G.M.
      • et al.
      Effect of centralization and regionalization of pancreatic surgery on resection rates and survival.
      Additionally, the use of surgery in patients with initially unresectable pancreatic cancer after preoperative chemotherapy is increasing.
      • Siegel R.L.
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      Cancer statistics, 2022.
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      However, this increase may be offset by the increased use of neoadjuvant therapy, which may decrease the resection rate in patients with borderline resectable pancreatic cancer.
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      Meta-analysis comparing upfront surgery with neoadjuvant treatment in patients with resectable or borderline resectable pancreatic cancer.
      Considering the complex nature of pancreatoduodenectomy and the management of the associated complications,
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      Impact of complications after pancreatoduodenectomy on mortality, organ failure, hospital stay, and readmission: analysis of a nationwide audit.
      ,
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      Failure to rescue after pancreatoduodenectomy: a transatlantic analysis.
      pancreatic surgery requires considerable employment of health care system resources.
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      • et al.
      Hospital costs of complications after a pancreatoduodenectomy.
      Therefore, one of the major concerns is whether high-volume institutions will remain capable of providing timely access to surgery, which may be particularly relevant for patients with malignant disease, characterized by its exceptionally aggressive biological behavior.
      • Yu J.
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      • Dal Molin M.
      • et al.
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      It is known that efficient surgical treatment planning increases cost-effectiveness, reduces length of hospital stay and complication rates, and maximizes the use of (limited) operating resources.
      • Karunakaran M.
      • Jonnada P.K.
      • Chandrashekhar S.H.
      • et al.
      Enhancing the cost-effectiveness of surgical care in pancreatic cancer: a systematic review and cost meta-analysis with trial sequential analysis.
      As such, often driven by logistical restraints, several high-volume pancreatic centers have started programs in which 2 consecutive PDs are performed by the same surgical team on a single day. This practice may fulfill the requirement for prompt access to surgical care and prevents (unnecessary) waiting times for operation. However, data regarding the potential impact of this approach on surgical outcome and patient safety are scarce.
      • Wu J.M.
      • Yen H.H.
      • Ho T.W.
      • et al.
      The effect of performing two pancreatoduodenectomies by a single surgical team in one day on surgeons and patient outcomes.
      ,
      • Simpson R.E.
      • Fennerty M.L.
      • Flick K.F.
      • et al.
      Two open Whipples a day: excessive or efficient.
      Therefore, this study aims to investigate the safety of 2 consecutive open PDs performed by the same surgical team during a single day.

      Methods

      This study was performed in accordance with the Strengthening the Reporting of Observational Studies in Epidemiology guidelines.
      • von Elm E.
      • Altman D.G.
      • Egger M.
      • et al.
      The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies.

      Study design

      A retrospective analysis including all consecutive PDs in a single high-volume center (Amsterdam UMC, Amsterdam, the Netherlands) was performed. Data were obtained via the mandatory Dutch Pancreatic Cancer Audit,
      • van Rijssen L.B.
      • Groot Koerkamp B.
      • Zwart M.J.
      • et al.
      Nationwide prospective audit of pancreatic surgery: design, accuracy, and outcomes of the Dutch Pancreatic Cancer Audit.
      as part of the Dutch Pancreatic Cancer Group.
      • Strijker M.
      • Mackay T.M.
      • Bonsing B.A.
      • et al.
      Establishing and coordinating a nationwide multidisciplinary study group: lessons learned by the Dutch Pancreatic Cancer Group.
      All patients who underwent a PD for any indication from January 2014 until December 2021 were identified. This included PDs performed at location Academic Medical Center of the Amsterdam University Medical Center (Jan 2014 to Jun 2021) and, thereafter, after the merger of both Hepato-Pancreato-Biliary teams of Amsterdam UMC, in location VUMC (final 6 months of the study period).
      Additional data were collected from local electronic medical records. Minimally invasive PDs (ie, robotic or laparoscopic), with or without conversion to an open approach, were excluded to prevent selection bias. Indications for minimally invasive surgery remained similar during the entire study period: patients with a body mass index <35 kg/m2, without a history of chronic or recurrent acute pancreatitis, and without signs of vascular involvement on a pancreas-dedicated computed tomography scan of maximally 4 weeks old. Hereby, these patients have a higher risk of postoperative pancreatic fistula (eg, small periampullary cancers, cysts) giving rise to selection bias.
      Since 2014, a program existed in which 2 consecutive PDs were performed on 1 day by a single surgical team, consisting of 1 surgeon and a fellow or senior surgical resident, without rotation. Depending on their experience and the operation’s complexity, part of the operation could be performed by either the fellow or senior resident under direct supervision (eg, cholecystectomy, hepatico-jejunostomy, duodeno-jejunostomy), with the same surgeon present for the vast majority of both procedures. For both PDs, consistent availability of nursing and anesthesia teams was present, whereby scrub nurses were able to rotate out. At no time were operations performed without continuous and stable access to nursing and anesthesia teams. This operating day started at 8 AM with the surgical time out and was scheduled to end at approximately 6:30 PM. Typically, both PDs were finished within this time frame; although, in approximately 15% of PDs, the second procedure was finished later. Surgeons performing 2 consecutive PDs on a single operating day minimized their on-call responsibilities the day prior.
      The PDs were listed as either the first (PD1) or second (PD2) PD on a single day (ie, paired PDs) or as PD3 whenever a single PD on a day (unpaired PDs) was performed. No specific selection criteria for allocation to either treatment group were maintained, except for patients undergoing minimally invasive (laparoscopic, robotic) PD, which were always scheduled as a single PD per day. All planned pairs are described, as there was no day where the surgical team did not proceed with the second procedure. Typically, unpaired PDs (PD3) were combined with a smaller surgical intervention (eg, laparoscopic distal pancreatectomy or laparoscopic cholecystectomy), whereby the PD was always planned first. Patients in the PD1 group were compared to those in the PD2 group. Additionally, all PD pairs (PD1 and PD2) were compared to the unpaired PDs (PD3).

      Outcome measurements and definitions

      The primary endpoints were major morbidity, defined as Clavien-Dindo Grade IIIa or higher,
      • Clavien P.A.
      • Barkun J.
      • de Oliveira M.L.
      • et al.
      The Clavien-Dindo classification of surgical complications: five-year experience.
      and mortality, either in-hospital or, in case of earlier discharge, within 30 days after index surgery. The secondary endpoints included pancreatic surgery–specific complications (ie, postoperative pancreatic fistula, delayed gastric emptying, postpancreatectomy hemorrhage, bile leakage, and chyle leakage), all grade B/C as defined by the International Study Group for Pancreatic Surgery (ISGPS) and International Study Group of Liver Surgery.
      • Bassi C.
      • Marchegiani G.
      • Dervenis C.
      • et al.
      The 2016 update of the International Study Group (ISGPS) definition and grading of postoperative pancreatic fistula: 11 years after.
      • Wente M.N.
      • Bassi C.
      • Dervenis C.
      • et al.
      Delayed gastric emptying (DGE) after pancreatic surgery: a suggested definition by the International Study Group of Pancreatic Surgery (ISGPS).
      • Wente M.N.
      • Veit J.A.
      • Bassi C.
      • et al.
      Postpancreatectomy hemorrhage (PPH): an International Study Group of Pancreatic Surgery (ISGPS) definition.
      • Besselink M.G.
      • van Rijssen L.B.
      • Bassi C.
      • et al.
      Definition and classification of chyle leak after pancreatic operation: a consensus statement by the International Study Group on Pancreatic Surgery.
      • Koch M.
      • Garden O.J.
      • Padbury R.
      • et al.
      Bile leakage after hepatobiliary and pancreatic surgery: a definition and grading of severity by the International Study Group of Liver Surgery.
      Complications were registered when they occurred during hospital stay or within 30 days after index surgery.
      All diagnosed conditions were classified in accordance with the World Health Organization definitions.
      • Tanaka M.
      • Fernández-del Castillo C.
      • Adsay V.
      • et al.
      International consensus guidelines 2012 for the management of IPMN and MCN of the pancreas.
      ,
      • Nagtegaal I.D.
      • Odze R.D.
      • Klimstra D.
      • et al.
      The 2019 WHO classification of tumours of the digestive system.
      The preoperative physical condition of patients was classified according to the American Society of Anesthesiologists–Physical Status.
      American Society of Anesthesiologists Physical Status Classification System; 2020.
      Pancreatoduodenectomy was defined following the ISGPS definition and comprised the “classical” Whipple procedure (ie, PD), pylorus-preserving pancreatoduodenectomy, and pylorus-resecting pancreatoduodenectomy.
      • Hartwig W.
      • Vollmer C.M.
      • Fingerhut A.
      • et al.
      Extended pancreatectomy in pancreatic ductal adenocarcinoma: definition and consensus of the International Study Group for Pancreatic Surgery (ISGPS).
      Portomesenteric vein resections were classified in accordance with the ISGPS guideline.
      • Bockhorn M.
      • Uzunoglu F.G.
      • Adham M.
      • et al.
      Borderline resectable pancreatic cancer: a consensus statement by the International Study Group of Pancreatic Surgery (ISGPS).
      Radical resection was defined following the Royal College of Pathologists definition as absence of tumor within 1 mm of any of resection and/or dissection margin.
      • Campbell F.
      • Foulis A.
      • Verbeke C.
      Dataset for the histopathological reporting of carcinomas of the pancreas, ampulla of Vater and common bile duct.
      Macroscopic irradicality was intraoperatively assessed by the surgeon. Readmission was defined as admission to the hospital for any reason within 30 days after discharge. Patients who died in the hospital were excluded from the calculations regarding the readmission rate.

      Statistical analysis

      Data analyses were performed with RStudio: Integrated Development Environment for R (software version 1.3.1093).
      RStudio
      Integrated Development for R. RStudio, PBC, Boston, MA.
      Descriptive statistics were compiled to summarize patient characteristics. Pearson’s χ2 anlysis, or Fisher exact test when appropriate, was used to compare the categorical variables; the Mann-Whitney U test was used to compare the numerical variables. The categorical variables are presented as percentages and frequencies, and the numerical variables are presented as medians with corresponding IQRs.
      Logistic regression analysis was performed to identify predictors for major morbidity. Multiple imputation, used to account for missing data, was based on 10 imputation sets and predictive mean matching using the mice package. Variations between observed and imputed data were visually assessed using density plots. The results were pooled using Rubin’s rule.
      • Heymans M.W.
      • Eekhout I.
      Applied missing data analysis with SPSS and (R)Studio; 2019.
      The results of the logistic regression analysis are presented in odds ratios (ORs) with the corresponding 95% CIs. In multivariable regression models, a backward stepwise selection was used for removal of variables. Known prognostic factors and factors with a P value < .200 on univariable analysis were included in backward stepwise selection in the multivariable analysis. The included variables with the highest nonsignificant P value were stepwise eliminated, until all remaining variables were statistically significant.
      • Sperandei S.
      Understanding logistic regression analysis.

      Results

      In total, 689 patients underwent PD during the study period. After excluding 151 patients (21.9%) undergoing minimally invasive PD, with or without conversion to an open approach, the final study cohort comprised 538 patients after open PD. This included 136 PDs (n = 136/538, 25.3%) in 68 pairs, assigned to either the PD1 (n = 68) or PD2 (n = 68) group, and 402 patients (74.7%) undergoing an “unpaired” PD (PD3).

      Baseline characteristics

      Of all 538 included PDs, the median age at time of surgery was 68 years (IQR 58.0–74.0), and 64 patients (11.9%) had an Eastern Cooperative Oncology Group performance status of ≥2. Overall, 490 patients (91.1%) were diagnosed with malignant disease, according to final histopathology, of which the majority concerned pancreatic cancer (n = 274/490, 55.9%). Preoperative chemotherapy and chemoradiotherapy was administered in 112 patients (20.8%). Table I includes all baseline demographics. No differences were found in the baseline characteristics between PD1 and PD2. Most of the paired PDs (n = 64/68, 94.1%) were performed by, or supervised by, the same senior surgeon (O.R.B.), whom was within his fifth decade of life when performing these operations, having 20 years of experience. The baseline characteristics of paired PDs did not differ significantly from patients in the PD3 group, except for the type of PD performed. When assessing the baseline characteristics for patients with cancer specifically, no differences were observed within the paired PDs or between all paired PDs and PD3 groups. Supplementary Table S1 includes the baseline characteristics specifically for all patients with cancer.
      Table IClinicopathological characteristics
      Baseline characteristics
      Missing data: BMI (n = 34), ECOG (n = 1), origin (n = 6), ASA (n = 8), preoperative therapy (n = 16), pancreatic enterostomosis (n = 17), aspect of the pancreas (n = 8), diameter pancreatic duct (n = 162), diagnoses (n = 3).
      Overall (n = 538)Total cohort
      PD1 (n = 68)PD2 (n = 68)P value
      P value comparison PD1 versus PD2.
      Paired PDs (n = 138)PD3 (n = 402)P value
      P value comparison paired PDs (PD1+PD2) versus unpaired PDs (PD3).
      Sex, male, n (%)277 (51.5)37 (54.4)41 (60.3).488
      Pearson’s χ2 test
      78 (57.4)199 (49.5).113
      Pearson’s χ2 test
      Age, y, median (IQR)68.0 (58.0–74.0)67.5 (55.0–74.2)67.5 (61.8–72.2).504c67.5 (57.8–73.2)68.0 (58.0–74.0).780
      Mann-Whitney U test
      ECOG PS ≥2, n (%)64 (11.9)9 (13.2)10 (14.7).805
      Pearson’s χ2 test
      19 (14)45 (11.2).393
      Pearson’s χ2 test
      BMI, kg/m
      • Gooiker G.A.
      • Lemmens V.E.
      • Besselink M.G.
      • et al.
      Impact of centralization of pancreatic cancer surgery on resection rates and survival.
      , median (IQR)
      24.5 (22.3–27.4)24.6 (22.4–28.0)25.3 (22.6–29.4).352c25.2 (22.4–28.4)24.4 (22.3–26.9).074
      Mann-Whitney U test
      ASA score (>2), n (%)133 (25.1)12 (17.6)17 (25.0).295
      Pearson’s χ2 test
      29 (21.3)104 (26.4).239
      Pearson’s χ2 test
      Perioperative characteristics
      Preoperative therapy, n (%)112 (20.8)11 (16.2)10 (14.7).904
      Pearson’s χ2 test
      21 (15.4)91 (22.6).124
      Pearson’s χ2 test
       Chemotherapy67 (12.5)6 (8.8)4 (5.8)-10 (7.4)57 (14.2)-
       Chemoradiotherapy40 (7.4)5 (7.3)6 (8.8)-11 (8.1)29 (7.2)-
       Radiotherapy4 (0.7)0 (0.0)0 (0.0)-0 (0.0)4 (1.0)-
      Pancreatoduodenectomy, n (%)---.063
      Fisher exact test
      --.005
      Pearson’s χ2 test
       Pylorus preserving397 (73.8)62 (91.2)52 (76.5)-114 (83.8)283 (70.4)-
       Pylorus resecting61 (11.3)2 (2.9)5 (7.4)-7 (5.1)54 (13.4)-
       Classical Whipple80 (14.9)4 (5.9)11 (16.2)-15 (11.0)65 (16.2)-
      Pancreatico-enterostomosis, n (%)---.619
      Fisher exact test
      --.081
      Fisher exact test
       Pancreatico-jejunostomy509 (97.7)68 (100.0)67 (98.5)-135 (99.3)374 (93.0)-
       Other/unknown12 (2.3)0 (0.0)0 (0.0)-0 (0.0)12 (3.0)-
      Colectomy, n (%)7 (1.3)1 (1.5)1 (1.5)>.999
      Fisher exact test
      2 (1.5)5 (1.2)>.999
      Fisher exact test
      (Sub)total gastrectomy, n (%)5 (0.9)1 (1.5)1 (1.5)>.999
      Fisher exact test
      2 (1.5)3 (0.7).605
      Fisher exact test
      Portomesenteric venous resection, n (%)123 (22.9)10 (14.7)18 (26.5).090
      Pearson’s χ2 test
      28 (20.6)95 (23.7).457
      Pearson’s χ2 test
       Type 1–286 (16.0)9 (13.2)12 (17.6)-21 (15.4)65 (16.2)-
       Type 3–437 (6.9)1 (1.5)6 (8.8)-7 (5.1)30 (7.5)-
      Arterial resection, n (%)11 (2.0)1 (1.5)1 (1.5)>.999
      Fisher exact test
      2 (1.5)9 (2.2).738
      Fisher exact test
      Aspect of the pancreas, n (%)
      Assessed intraoperatively by the operating surgeon.
      ---.672
      Fisher exact test
      --.887
      Pearson’s χ2 test
       Normal/soft255 (48.1)33 (48.5)34 (50.7)-67 (49.6)188 (47.6)-
       Hard/fibrotic240 (45.3)32 (47.1)28 (41.8)-60 (44.4)180 (45.6)-
       Unknown35 (6.6)3 (4.4)5 (7.5)-8 (5.9)27 (6.8)-
      Diameter pancreatic duct, mm, median (IQR)
      Assessed intraoperatively by the operating surgeon.
      3.0 (2.0–4.0)3.0 (2.2–4.0)3.0 (2.0–4.0).635
      Mann-Whitney U test
      3.0 (2.0–4.0)3.0 (2.0–4.0).155
      Mann-Whitney U test
      Pathology
      Diagnoses, n (%)---.335
      Fisher exact test
      --.386
      Fisher exact test
       Adenocarcinoma420 (78.1)52 (76.5)47 (69.1)-99 (72.8)321 (79.9)-
       Noninvasive IPMN39 (7.2)7 (10.3)5 (7.5)-12 (8.8)27 (6.7)-
       PNET21 (3.9)2 (2.9)3 (4.4)-5 (3.7)16 (4.0)-
       Chronic pancreatitis12 (2.2)0 (0.0)4 (5.9)-4 (2.9)8 (2.0)-
       Other43 (8.0)6 (8.8)9 (13.2)-15 (11.0)28 (7.0)-
      ASA, American Society of Anesthesiology score; BMI, body mass index; ECOG PS, Eastern Cooperative Oncology Group performance status; IPMN, intraductal papillary mucinous neoplasm; N, number of patients; PD, pancreatoduodenectomy; PNET, pancreatic neuroendocrine tumor.
      Missing data: BMI (n = 34), ECOG (n = 1), origin (n = 6), ASA (n = 8), preoperative therapy (n = 16), pancreatic enterostomosis (n = 17), aspect of the pancreas (n = 8), diameter pancreatic duct (n = 162), diagnoses (n = 3).
      P value comparison PD1 versus PD2.
      P value comparison paired PDs (PD1+PD2) versus unpaired PDs (PD3).
      § Pearson’s χ2 test
      | Fisher exact test
      Mann-Whitney U test
      # Assessed intraoperatively by the operating surgeon.

      Surgical outcome–total cohort

      Overall, the rate of major morbidity was 37.4% (n = 200/538) and mortality 1.7% (n = 9/538). The postoperative outcome measures of the complete study cohort are summarized in Supplementary Table S2.

      Surgical outcome–paired PDs

      No differences were observed between PD1 and PD2 for median operation time (231 minutes [IQR 192–263] vs 224 minutes [IQR 200–274]; P = .718) and intraoperative blood loss (350 mL [IQR 250–640] vs 387.5 mL [IQR 250–763]; P = .426). Additionally, major morbidity (35.3% vs 26.5%; P = .265) and mortality (1.5% [n = 1/68] vs 0%; P = .999) were not different between PD1 and PD2, respectively. The postoperative outcome measures of all paired PDs are found in Table II.
      Table IIComparison of postoperative outcome measures between paired PDs (PD1 and PD2)
      Outcome measures
      Missing data: operation time (n = 41), blood loss (n = 11), POPF (n = 1), chyle leakage (n = 14), PPH (n = 1), bile leakage (n = 1), DGE (n = 1), hospital stay (n = 1), readmission (n = 1).
      PD1 (n = 68)PD2 (n = 68)P value
      Operation time, min, median [IQR]230.5 (192.0–263.3)224.0 (200.0–274.0).718
      Mann-Whitney U test
      Blood loss, mL, median (IQR)350.0 (250.0–640.0)387.5 (250.0–762.5).426
      Mann-Whitney U test
      POPF (grade B/C), n (%)10 (14.9)10 (14.7).971
      Pearson’s χ2
      Chyle leakage (grade B/C), n (%)4 (7.4)1 (1.8).198
      Fisher exact test
      PPH (grade B/C), n (%)8 (11.9)5 (7.4).366
      Pearson’s χ2
      Bile leakage (grade B/C), n (%)6 (9.0)5 (7.4).841
      Pearson’s χ2
      DGE (grade B/C), n (%)10 (14.9)11 (16.2).734
      Pearson’s χ2
      Major morbidity, n (%)24 (35.3)18 (26.5).265
      Pearson’s χ2
       Relaparotomy4 (5.9)2 (2.9).679
      Fisher exact test
       Organ failure5 (7.4)2 (2.9).441
      Fisher exact test
       MCU/ICU admission11 (16.2)3 (4.4).024
      Pearson’s χ2
      Mortality, n (%)1 (1.5)0 (0.0).999
      Fisher exact test
      Hospital stay, d, median (IQR)8.0 (7.0–14.0)9.0 (7.0–14.0).697
      Mann-Whitney U test
      Readmission, n (%)14 (20.9)11 (16.2).480
      Pearson’s χ2
      Percentages may not add up due to rounding and missing data.
      DGE, delayed gastric emptying; ICU intensive care unit; MCU, medium-care unit; N, number of patients; PD, pancreatoduodenectomy; POPF, postoperative pancreatic fistula; PPH, postpancreatectomy hemorrhage.
      Missing data: operation time (n = 41), blood loss (n = 11), POPF (n = 1), chyle leakage (n = 14), PPH (n = 1), bile leakage (n = 1), DGE (n = 1), hospital stay (n = 1), readmission (n = 1).
      Pearson’s χ2
      Fisher exact test
      § Mann-Whitney U test

      Surgical outcome–paired versus unpaired PD

      Compared to all 136 paired PDs, operating time in the unpaired PDs (PD3) was longer (228 min [IQR 194–272] vs 281 min [IQR 242–358]; P < .001) with increased blood loss (350 mL [IQR 250–700] vs 500 mL [IQR 300–900]; P = .013). No significant differences were seen for major morbidity (30.9% [n = 42/136] vs 39.6% [n = 159/402]; P = .071) and mortality (0.7% [n = 1/136] vs 2.0% [n = 8/402]; P = .461]). Table III compares the postoperative outcomes for the paired and unpaired PDs.
      Table IIIComparison of postoperative outcome measures between paired PDs and unpaired PDs
      Outcome measures
      Missing data: operation time (n = 133), blood loss (n = 28), POPF (n = 3), chyle leakage (n = 133), postpancreatectomy hemorrhage (n = 3), bile leakage (n = 4), DGE (n = 3), hospital stay (n = 15), readmission (n = 12).
      Paired PDs (PD1, PD2)

      (n = 136)
      Unpaired PDs (PD3)

      (n = 402)
      P value
      Operation time, min, median (IQR)228.0 (193.5–272.0)281.5 (242.0–358.0)< .001
      Mann-Whitney U test
      Blood loss, mL, median (IQR)350.0 (250.0–700.0)500.0 (300.0–900.0).013
      Mann-Whitney U test
      POPF (grade B/C), n (%)20 (14.8)73 (18.2).362
      Pearson’s χ2
      Chyle leakage (grade B/C), n (%)5 (4.5)15 (4.1).804
      Pearson’s χ2
      PPH (grade B/C), n (%)13 (9.6)36 (9.0).826
      Pearson’s χ2
      Bile leakage (grade B/C), n (%)11 (8.1)34 (8.5).893
      Pearson’s χ2
      DGE (grade B/C), n (%)21 (15.6)85 (21.2).151
      Pearson’s χ2
      Major morbidity, n (%)42 (30.9)159 (39.6).071
      Pearson’s χ2
       Relaparotomy6 (4.4)26 (6.5).735
      Pearson’s χ2
       Organ failure7 (5.1)24 (6.0).726
      Pearson’s χ2
       MCU/ICU admission14 (10.3)42 (10.4).932
      Pearson’s χ2
      Mortality, n (%)1 (0.7)8 (2.0)461
      Fisher exact test
      Hospital stay, d, median (IQR)9.0 (7.0–14.0)10.0 (7.0–17.0).566
      Mann-Whitney U test
      Readmission, n (%)25 (18.5)64 (16.2).144
      Pearson’s χ2
      Percentages may not add up due to rounding and missing data.
      DGE, delayed gastric emptying; ICU, intensive care unit; MCU, medium-care unit; N, number of patients; PD, pancreatoduodenectomy; POPF, postoperative pancreatic fistula; PPH, postpancreatectomy hemorrhage.
      Missing data: operation time (n = 133), blood loss (n = 28), POPF (n = 3), chyle leakage (n = 133), postpancreatectomy hemorrhage (n = 3), bile leakage (n = 4), DGE (n = 3), hospital stay (n = 15), readmission (n = 12).
      Pearson’s χ2
      Fisher exact test
      § Mann-Whitney U test

      Predictors for major morbidity

      In multivariable logistic regression analysis, PD1 was not associated with major morbidity (OR = 0.913 [95% CI 0.515–1.620]; P = .756), whereas PD2 (OR = 0.522 [95% CI 0.277–0.983]; P = .045) was protective for the occurrence of major morbidity. Furthermore, female sex, age >70 years, body mass index >25.0 kg/m2, duration of surgery, and malignant disease were identified as independent prognostic factors for major morbidity. The complete univariable and multivariable logistic regression analysis are covered in Table IV.
      Table IVLogistic regression analysis–major morbidity
      Univariable analysisMultivariable analysis
      Variables
      Imputed data: BMI (n = 34), ECOG PS (n = 1), preoperative therapy (n = 16), operation time (n = 133), malignant disease (n = 9).
      OR95% CIP valueOR95% CIP value
      Female sex
       Male1 [reference]--1 [reference]--
       Female0.6490.456–0.923.0170.6560.449–0.960.030
      Age, y
       <701 [reference]--1 [reference]--
       ≥701.6341.147 - 2.329.0071.7881.219–2.624.003
      BMI, kg/m2
       18.5–25.01 [reference]--1 [reference]--
       <18.52.0110.731–5.5340.1772.3200.786–6.849.128
       >25.01.7021.176–2.463.0051.7041.160–2.505.007
      ECOG PS
       <21 [reference]-----
       ≥20.8610.498–1.490.593---
      Preoperative therapy
       No1 [reference]-----
       Yes0.7800.501–1.213.270---
      PD31 [reference]--1 [reference]--
       PD10.8340.488–1.425.5060.9130.515–1.620.756
       PD20.5500.303–0.961.0420.5220.277–0.983.045
      Vascular resection
       No1 [reference]-----
       Yes0.6410.416–0.980.040---
      Operation time1.0021.000–1.004.0431.0021.000–1.005.061
      Malignant disease
       No1 [reference]--1 [reference]--
       Yes0.5230.272–1.007.0530.3600.175–0.743.006
      BMI, body mass index; ECOG PS, Eastern Cooperative Oncology Group performance status; OR, odds ratio; PD, pancreatoduodenectomy.
      Imputed data: BMI (n = 34), ECOG PS (n = 1), preoperative therapy (n = 16), operation time (n = 133), malignant disease (n = 9).

      Discussion

      This retrospective analysis in a high-volume center suggests that performing 2 open PDs on a single (extended) operating day by the same surgical team is safe in terms of major morbidity and mortality. The outcomes did not differ significantly both within the PD pairs (PD1 and PD2) and between the paired (PD1–2) and unpaired (PD3) PDs. Also, when corrected for confounders, performing 2 consecutive PDs was not associated with worse outcome compared to performing a single PD.
      Two retrospective, single-center series have previously investigated the effect of performing 2 PDs on a single day to optimize operation room use as a potential solution to the surgical waiting list prolongation.
      • Wu J.M.
      • Yen H.H.
      • Ho T.W.
      • et al.
      The effect of performing two pancreatoduodenectomies by a single surgical team in one day on surgeons and patient outcomes.
      ,
      • Simpson R.E.
      • Fennerty M.L.
      • Flick K.F.
      • et al.
      Two open Whipples a day: excessive or efficient.
      First, in a propensity score matched analysis, a single-center study from Indianapolis revealed no impact of performing 2 consecutive open PDs on safety and quality outcome in a cohort of 661 patients. However, the number of paired PDs (n = 25) performed in the 5-year inclusion period was relatively low, precluding (multivariable) logistic regression analysis.
      • Simpson R.E.
      • Fennerty M.L.
      • Flick K.F.
      • et al.
      Two open Whipples a day: excessive or efficient.
      Second, a retrospective single-center study from Taiwan assessed 101 paired PDs within a cohort of 1,068 patients and found this practice to be safe as well.
      • Wu J.M.
      • Yen H.H.
      • Ho T.W.
      • et al.
      The effect of performing two pancreatoduodenectomies by a single surgical team in one day on surgeons and patient outcomes.
      Unfortunately, the latter study only compared the second PD of a single surgical day with a combination of the first PD and “standalone” PDs (ie, PD2 vs PD1+PD3). Therefore, this study did not answer the questions whether the outcomes of the second PD are different from the first PD and whether the outcomes differ from standalone (ie, PD3) PD. This hampers the translation of these results into clinical practice.
      Performing 2 PDs on a single day may be seen as a daunting task leading to fatigue and work stress for those involved. Wu et al used the surgery task load index questionnaire (a recognized technique in clinical research to assess the surgery-related workload) to quantify and compare surgical workload between the first and second PD performed by the same surgeon on a single day.
      • Wilson M.R.
      • Poolton J.M.
      • Malhotra N.
      • et al.
      Development and validation of a surgical workload measure: the surgery task load index (SURG-TLX).
      Although the perceived surgical workload was increased in the subscales of physical and temporal demand, a relationship between an increased workload and poor surgical outcome was not established.
      • Wu J.M.
      • Yen H.H.
      • Ho T.W.
      • et al.
      The effect of performing two pancreatoduodenectomies by a single surgical team in one day on surgeons and patient outcomes.
      On the other hand, a retrospective analysis from China revealed that performing overtime pancreatoduodenectomy, defined as start of surgery between 5 PM and 10 PM, increases the incidence of pancreatic fistula (32.8% vs 15.8%; P = .005).
      • Zhang J.Z.
      • Li S.
      • Zhu W.H.
      • et al.
      Effect of overtime pancreaticoduodenectomy on the short-term prognosis of patients.
      When combined with the present study, these findings confirm that performing 2 PDs on a single day is a safe and feasible possible option for high-volume centers coping with logistical challenges. Especially in the light of growing surgical demands on single institutions, known for its challenge to maintain acceptable waiting times, optimization of surgical procedure planning may offer timely access to highly complex care.
      • Barbagallo S.
      • Corradi L.
      • de Ville de Goyet J.
      • et al.
      Optimization and planning of operating theatre activities: an original definition of pathways and process modeling.
      • Simon R.W.
      • Canacari E.G.
      Surgical scheduling: a lean approach to process improvement.
      • Denton B.
      • Viapiano J.
      • Vogl A.
      Optimization of surgery sequencing and scheduling decisions under uncertainty.
      Nevertheless, this planning should be done carefully, particularly with regard to the increased use of surgery in patients with locally advanced pancreatic cancer.
      • van Veldhuisen E.
      • van den Oord C.
      • Brada L.J.
      • et al.
      Locally advanced pancreatic cancer: work-up, staging, and local intervention strategies.
      ,
      • Chen Z.
      • Lv Y.
      • Li H.
      • et al.
      Meta-analysis of FOLFIRINOX-based neoadjuvant therapy for locally advanced pancreatic cancer.
      In case of such complex resections,
      • Gemenetzis G.
      • Blair A.B.
      • Nagai M.
      • et al.
      Anatomic criteria determine resectability in locally advanced pancreatic cancer.
      it seems prudent to plan such procedures as a single PD per day.
      The results of this study should be interpreted in the light of several limitations. First, most of the paired PDs were performed by a single experienced surgeon, or under his supervision, hampering external validity. Although 2 procedures could be performed safely within a single extended surgical program, this should never be seen as a goal in itself. Therefore, the authors do not advocate to perform 2 Whipple procedures per day as a standard, but rather as a possible solution to optimize the use of operation facilities in times of increasing pressure on patient waiting lists and medical care resources. Second, although no formal patient selection process existed, the appointment of patients to either treatment group was per definition influenced by the exclusion of minimally invasive procedures. As minimally invasive PDs were performed in patients without vascular contact during essentially the entire study period, all remaining open procedures were relatively more complex (with a need for portomesenteric venous resection in 22.9% of the total cohort). Additionally, the results may be influenced by treatment allocation bias as the most complex procedures are likely to be scheduled in the PD3 group to prevent time constraints. By including surrogate markers for the complexity of surgery in the logistic regression analysis (eg, operation time, presence of malignant disease, and necessity to perform vascular resection), we sought to overcome this bias. Still, the second PD of the combination day was associated with a trend toward more vascular resections compared to the first PD of the day, suggesting the presence of patient selection–related confounders introduced by surgical planning. However, this did not lead to increased operative times as these were similar for the first and second procedure. Third, this study was conducted in a single high-volume center as reflected by the low (1.7%) mortality rate. Therefore, these results may be generalizable only to other high-volume institutions.
      In conclusion, because of the continuing centralization in combination with the rising need for pancreatic (cancer) surgery, more PDs are performed at high-volume centers. Performing 2 consecutive PDs on a single working day by the same surgical team was not associated with increased major morbidity or mortality compared to performing a single PD per day. This approach could offer a solution for high-volume centers coping with logistical challenges due to the rising demand for time-consuming and complex surgical procedures.

      Funding/Support

      This research did not receive any specific funding from any agencies in the public, commercial, or not-for-profit areas.

      Conflict of interest/Disclosure

      The authors have no conflicts of interests or disclosures to report.

      Acknowledgments

      The authors would like to thank Susan van Dieren (clinical statistician, Department of Statistics and Epidemiology, Amsterdam UMC, University of Amsterdam) for her contribution to construct and support the statistical analysis.

      Supplementary Materials

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