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Original article| Volume 25, ISSUE 3, P301-310, March 2023

Robotic versus open pancreaticoduodenectomy in elderly patients: a propensity score–matched analysis

  • Michael A. Mederos
    Correspondence
    Correspondence Michael A. Mederos, David Geffen School of Medicine at UCLA, Department of Surgery, 10833 Le Conte Ave. 72-225 CHS, Los Angeles, CA 90095-1749.
    Affiliations
    David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Department of Surgery, Los Angeles, CA, USA
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  • Savannah Starr
    Affiliations
    David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
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  • Joon Y. Park
    Affiliations
    David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Department of Surgery, Los Angeles, CA, USA
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  • Jonathan C. King
    Affiliations
    David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Department of Surgery, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Division of Surgical Oncology, Los Angeles, CA, USA
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  • James S. Tomlinson
    Affiliations
    David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Department of Surgery, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Division of Surgical Oncology, Los Angeles, CA, USA

    VA Greater Los Angeles Healthcare System, Surgical Oncology, Los Angeles, CA, USA
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  • O.J. Hines
    Affiliations
    David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Department of Surgery, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Division of Surgical Oncology, Los Angeles, CA, USA
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  • Timothy R. Donahue
    Affiliations
    David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Department of Surgery, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Division of Surgical Oncology, Los Angeles, CA, USA
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  • Mark D. Girgis
    Affiliations
    David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Department of Surgery, Los Angeles, CA, USA

    David Geffen School of Medicine, University of California at Los Angeles, Division of Surgical Oncology, Los Angeles, CA, USA

    VA Greater Los Angeles Healthcare System, Surgical Oncology, Los Angeles, CA, USA
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Open AccessPublished:December 04, 2022DOI:https://doi.org/10.1016/j.hpb.2022.11.011

      Abstract

      Background

      Pancreaticoduodenectomy (PD) is complex procedure with high morbidity in the elderly. This retrospective study aimed to compare post-operative outcomes in patients ≥75 years of age who underwent robot-assisted (RA)PD and open PD.

      Methods

      We analyzed 2502 patients ≥75 years of age who underwent PD from 2015 to 2018 in the National Surgical Quality Improvement Program (NSQIP) database. RAPD and open PD patients were propensity score matched 1:5 to assess the 30-day outcomes of interest: postoperative complications, length of stay, discharge destination, and readmissions.

      Results

      Of 725 matched patients, 110 underwent RAPD, 615 OPD, and 12 were converted to an open operation. Post-operative outcomes were largely similar between cohorts. RAPD was associated a shorter length of stay (median 8 days, interquartile range [IQR] 6 to 11) than OPD (median 8 days, IQR 7 to 13) (p = 0.003). However, RAPD was associated with more readmissions (28.1% vs. 17.7%; p = 0.02).

      Conclusions

      RAPD in patients ≥75 years of age appears to be safe and has a similar complication profile to open PD. Randomized or well-designed prospective matched studies are needed to confirm these findings.

      Introduction

      The elderly population is the fastest growing age group in the United States and represents an increasing percentage of surgical patients.
      • Turrentine F.E.
      • Wang H.
      • Simpson V.B.
      • Jones R.S.
      Surgical risk factors, morbidity, and mortality in elderly patients.
      The prevalence of comorbid conditions, such as diabetes, hypertension, cardiovascular disease, and cancer, is disproportionately higher in this group, which portends worse perioperative outcomes.
      • Kanasi E.
      • Ayilavarapu S.
      • Jones J.
      The aging population: demographics and the biology of aging.
      With the growing number of elderly patients, understanding the perioperative risks in this population and identifying techniques that ameliorate surgical morbidity becomes essential.
      Pancreaticoduodenectomy (PD) is associated with increased peri-operative mortality and morbidity in elderly patients compared with younger patients.
      • Kim S.Y.
      • Weinberg L.
      • Christophi C.
      • Nikfarjam M.
      The outcomes of pancreaticoduodenectomy in patients aged 80 or older: a systematic review and meta-analysis.
      ,
      • Sukharamwala P.
      • Thoens J.
      • Szuchmacher M.
      • Smith J.
      • DeVito P.
      Advanced age is a risk factor for post-operative complications and mortality after a pancreaticoduodenectomy: a meta-analysis and systematic review.
      The most common indication for PD is pancreatic adenocarcinoma. The median age at diagnosis is 71, and nearly 40% of patients are older than 75 years of age.
      • Bekkali N.L.H.
      • Oppong K.W.
      Pancreatic ductal adenocarcinoma epidemiology and risk assessment: could we prevent? Possibility for an early diagnosis.
      Although the majority of studies comparing PD in the elderly focuses on malignant disease, 20–30% of PDs are performed for benign disease, such as non-invasive intraductal papillary mucinous neoplasm (IPMN) and adenoma.
      • Greenblatt D.Y.
      • Kelly K.J.
      • Rajamanickam V.
      • Wan Y.
      • Hanson T.
      • Rettammel R.
      • et al.
      Preoperative factors predict perioperative morbidity and mortality after pancreaticoduodenectomy.
      ,
      • Martin A.N.
      • Narayanan S.
      • Turrentine F.E.
      • Bauer T.W.
      • Adams R.B.
      • Zaydfudim V.M.
      Pancreatic duct size and gland texture are associated with pancreatic fistula after pancreaticoduodenectomy but not after distal pancreatectomy.
      Characteristics of benign disease, mainly soft pancreatic gland texture and small duct size, contribute to pancreatic fistula, which can lead to serious complications that may impact elderly patients more severely.
      • Martin A.N.
      • Narayanan S.
      • Turrentine F.E.
      • Bauer T.W.
      • Adams R.B.
      • Zaydfudim V.M.
      Pancreatic duct size and gland texture are associated with pancreatic fistula after pancreaticoduodenectomy but not after distal pancreatectomy.
      ,
      • Chen Y.T.
      • Ma F.H.
      • Wang C.F.
      • Zhao D.B.
      • Zhang Y.W.
      • Tian Y.T.
      Elderly patients had more severe postoperative complications after pancreatic resection: a retrospective analysis of 727 patients.
      Minimally invasive and robot-assisted surgery have become increasingly common for pancreas resections and is associated with decreased morbidity and shorter hospital stay.
      • Zhao W.
      • Liu C.
      • Li S.
      • Geng D.
      • Feng Y.
      • Sun M.
      Safety and efficacy for robot-assisted versus open pancreaticoduodenectomy and distal pancreatectomy: a systematic review and meta-analysis.
      ,
      • Joyce D.
      • Morris-Stiff G.
      • Falk G.A.
      • El-Hayek K.
      • Chalikonda S.
      • Walsh R.M.
      Robotic surgery of the pancreas.
      Previous studies have compared RAPD in older and younger patient cohorts.
      • Buchs N.C.
      • Addeo P.
      • Bianco F.M.
      • Gangemi A.
      • Ayloo S.M.
      • Giulianotti P.C.
      Outcomes of robot-assisted pancreaticoduodenectomy in patients older than 70 years: a comparative study.
      • Liu Q.
      • Zhao Z.
      • Zhang X.
      • Zhao G.
      • Tan X.
      • Gao Y.
      • et al.
      Robotic pancreaticoduodenectomy in elderly and younger patients: a retrospective cohort study.
      • van der Heijde N.
      • Balduzzi A.
      • Alseidi A.
      • Dokmak S.
      • Polanco P.M.
      • Sandford D.
      • et al.
      The role of older age and obesity in minimally invasive and open pancreatic surgery: a systematic review and meta-analysis.
      While the majority of PDs are still done using an open approach,
      • Baker E.H.
      • Ross S.W.
      • Seshadri R.
      • Swan R.Z.
      • Iannitti D.A.
      • Vrochides D.
      • et al.
      Robotic pancreaticoduodenectomy for pancreatic adenocarcinoma: role in 2014 and beyond.
      there is a paucity of data exploring the utility and safety of RAPD in elderly patients. This study aimed to examine the effect RAPD has on peri-operative outcomes compared with open PD in patients 75 years of age or older.

      Methods

      Study design and population

      The American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) is an outcomes-based quality improvement initiative that prospectively collects 30-day perioperative data from hundreds of hospitals across the country. Additionally, NSQIP provides a pancreatectomy-targeted database with 42 data points and outcomes related to pancreas surgery. The pancreas-targeted database was queried to identify patients who underwent PD (CPT 48150, 48152–48154) from 2015 to 2018. The variables from the standard NSQIP database were then merged for each patient. Patients who underwent an open or robot-assisted PD were included in the analysis. Patient exclusion criteria included emergency surgery, laparoscopic and/or hybrid approaches, vascular resection/reconstruction, pre-operative sepsis, and multi-visceral resection (i.e., hepatectomy, colectomy, enterectomy, nephrectomy, and adrenalectomy). Patients ≥75 years of age were classified as elderly in accordance with the NSQIP Geriatric Collaborative. The primary outcome of interest was perioperative morbidity. Secondary outcomes were duration of hospitalization and discharge destination. The University of California, Los Angeles Institutional Review Board deemed this study exempt from review because the data were obtained from a publicly available, deidentified database.

      Definitions

      Pathology reported as duodenal carcinoma, ampullary carcinoma, distal cholangiocarcinoma, pancreatic ductal adenocarcinoma (PDAC), and invasive IPMN were classified as peri-ampullary adenocarcinoma. Conversely, non-invasive cystic lesions, neuroendocrine tumors, and chronic pancreatitis were classified as non-adenocarcinoma. In 2016, the International Study Group on Pancreatic Surgery (ISGPS) revised the grading and definitions of POPF.
      • Bekkali N.L.H.
      • Oppong K.W.
      Pancreatic ductal adenocarcinoma epidemiology and risk assessment: could we prevent? Possibility for an early diagnosis.
      Grade A POPF is now termed “biochemical leak” and not considered clinically relevant.
      • Bassi C.
      • Marchegiani G.
      • Dervenis C.
      • Sarr M.
      • Abu Hilal M.
      • Adham M.
      • et al.
      The 2016 update of the International Study Group (ISGPS) definition and grading of postoperative pancreatic fistula: 11 Years after.
      In an attempt to standardize the definition of a clinically-relevant POPF (CR-POPF) in the NSQIP database, the fistula outcome variable was recoded to include patients with at least one of the following: POPF already classified as grade B or C by NSQIP, pancreatic drain continued longer than 21 days, percutaneous drainage of fluid collection(s) with amylase-rich fluid, nil per os (NPO) status and support with enteral nutrition or total parenteral nutrition, or reoperation related to POPF. Delayed gastric emptying (DGE) was defined as no oral intake by post-operative day 14 and/or re-insertion of a nasogastric tube. DGE grade per the ISGPS guidelines could not be determined given database limitations (e.g., day of nasogastric tube reinsertion).

      Analysis of aggregate cohort

      First, we compared perioperative morbidity between patients <75 and those ≥75 years of age. The remaining analysis was performed in the elderly patients only. Demographics, intraoperative findings, and perioperative outcomes were compared between the RAPD and OPD cohorts. A hospital length of stay less than 3 days was considered to be unlikely. Therefore, patients with a reported hospital length of stay less than 3 days or who died during the index admission were excluded from the hospital duration/discharge analysis. Because NSQIP only reports outcomes up to 30 days, patients with a hospital length of stay longer than 14 days were excluded from the readmission analysis to provide adequate time to capture readmissions and overcome immortal time bias in the database's documentation of this variable.
      • Lucas D.J.
      • Haut E.R.
      • Hechenbleikner E.M.
      • Wick E.C.
      • Pawlik T.M.
      Avoiding immortal time bias in the American College of surgeons national surgical quality improvement program readmission measure.

      Propensity score matching

      To better compare patients in the open PD and RAPD cohorts, propensity scores were generated based on age, sex, body mass index (BMI), American Society of Anesthesiologists (ASA) score, diabetes, pre-operative chemotherapy, pre-operative radiation, and surgery for disease that was not adenocarcinoma. Matching was achieved in a 1-to-5 ratio using nearest neighbor matching with a caliper width equal to 0.2. Propensity score generation and matching were performed using the MatchIt package in RStudio (version 1.2.5033).

      Statistical analysis

      Continuous variables were reported as mean (standard deviation [SD]) or median (interquartile range [IQR]), and categorical variables are presented as absolute numbers and percentages. Univariable comparisons between cohorts were performed using χ2 analysis or Fisher's exact tests for categorical variables. Continuous variables were analyzed using Student's t test and Mann–Whitney U test for normally and non-normally distributed data, respectively. Logistic regression was used for univariable and multivariable models. Variables found to have p values less than 0.2 on univariable analysis and/or deemed clinically relevant to the outcome were included in the multivariable analysis to provide a more comprehensive model. To account for important variables with missing data on multivariable analysis, the study population with and without the missing data were compared for differences in baseline and intra-operative characteristics. Any significant differences were included in the multivariable model to account for possible bias that was induced when removing patients with missing data. All statistical tests were 2-sided, and differences were considered significant when p ≤ 0.05. All statistical analyses were performed with SPSS statistical software (version 26.0; IBM Corp).

      Results

      After exclusion criteria were applied, 11,923 patients who underwent OPD or RAPD were identified (Fig. 1). There were 2502 patients (21%) who were 75 or older. This elderly cohort had higher ASA scores and higher rates of comorbid conditions in general. Of the elderly patients, 98.2% were functionally independent pre-operatively compared to 99.4% in the younger cohort (p < 0.001) (Table 1). Younger patients were more likely to have PD for non-adenocarcinoma pathology (28.3% vs. 15.9%; p < 0.001), and PDAC was more prevalent in older patients (61.1% vs. 52.3%; p < 0.001). Elderly patients had a higher rate of complications, namely cardiovascular events, renal failure, and infectious complications. Younger patients were discharged to home more frequently than older patients (92.4% vs. 73%; p < 0.001). The 30-day mortality rate was 1% and 2.3% for the younger and older cohorts, respectively (p < 0.001). RAPD was performed in 5% of patients in both age groups (p = 0.895) (Table 1).
      Table 1Patient characteristics and perioperative outcomes for patients <75 and ≥75
      Total: 11,923Age <75 (9421)Age ≥75 (2502)p-value∗
      Female4281 (45.4)1191 (47.6)0.054
      Age (median, IQR)63 (56–72)78 (76–81)< 0.001
      Race< 0.001
       White7113 (75.5)1938 (77.5)
       Black790 (8.4)141 (5.6)
       Asian379 (4)115 (4.6)
       American Indian27 (0.3)7 (0.3)
       Hawaiian/Pacific Islander16 (0.2)1 (0)
       Unknown/not reported1096 (11.6)300 (12)
      BMI (median, IQR)27.1 (23.6–31.1)25.7 (23.0–28.7)< 0.001
      Mann-Whitney U.
      ASA< 0.001
       151 (0.5)0 (0)
       22280 (24.2)328 (13.1)
       36568 (69.7)1946 (77.8)
       4521 (5.5)228 (9.1)
       51 (0)0 (0)
      Year of operation
       20152137 (80.6)516 (20.6)
       20162419 (78.8)652 (21.2)
       20172454 (79.2)646 (20.8)
       20182411 (77.8)688 (22.2)
      Functional status< 0.001
       Independent9355 (99.4)2454 (98.2)
       Partially dependent46 (0.5)42 (1.7)
       Totally dependent6 (0.1)2 (0.1)
      Diabetes2406 (25.5)671 (26.8)0.193
      Smoking1942 (20.6)153 (6.1)< 0.001
      Dyspnea439 (4.7)162 (6.5)< 0.001
      COPD365 (3.9)100 (4)0.778
      Hypertension4587 (48.7)1750 (69.9)< 0.001
      Congestive heart failure22 (0.2)11 (0.4)0.081
      Dialysis20 (0.2)8 (0.3)0.324
      Weight loss1331 (14.1)385 (15.4)0.111
      Bleeding disorder216 (2.3)69 (2.8)0.176
      Chronic steroids244 (2.6)64 (2.6)0.93
      Pre-operative transfusion36 (0.4)22 (0.9)0.001
      Pre-operative chemotherapy1623 (17.2)310 (12.4)< 0.001
      Pre-operative radiation630 (6.7)107 (4.3)< 0.001
      Pre-operative biliary drainage4695 (51.9)1347 (56.1)< 0.001
      Robotic approach473 (5)124 (5)0.895
      Non-adenocarcinoma2627 (28.3)395 (15.9)< 0.001
      PDAC4931 (52.3)1528 (61.1)< 0.001
      Pathologic findings
      Duct size
       Small2522 (32.8)546 (26.3)< 0.001
       Medium4024 (52.3)1105 (53.3)0.413
       Large1153 (15)423 (20.4)< 0.001
      Gland texture
      Soft3627 (49)970 (49.1)0.896
      Intermediate844 (11.4)251 (12.7)0.105
      Hard2935 (39.6)753 (38.1)0.23
      Post-operative outcomes
      Length of stay (med, IQR)8 (6–11)8 (7–13)< 0.001
      Mann-Whitney U.
      Discharge to home8554 (92.4)1769 (73)< 0.001
      Death98 (1)58 (2.3)< 0.001
      Complications
      Fistula1837 (19.6)442 (17.8)0.039
      Delayed gastric emptying1478 (15.7)488 (19.6)< 0.001
      Cardiac arrest92 (1)35 (1.4)0.067
      Myocardial infarction89 (0.9)54 (2.2)< 0.001
      Cerebrovascular accident17 (0.2)10 (0.4)0.04
      Peri-operative transfusion1128 (12)429 (17.1)< 0.001
      Deep vein thrombosis198 (2.1)74 (3)0.011
      Pulmonary embolism97 (1)25 (1)0.893
      Progressive renal insufficiency62 (0.7)13 (0.5)0.436
      Acute renal failure71 (0.8)35 (1.4)0.002
      Sepsis848 (9)225 (9)0.990
      Septic shock230 (2.4)91 (3.6)0.001
      Pneumonia297 (3.2)109 (4.4)0.003
      Superficial surgical site infection718 (7.6)164 (6.6)0.07
      Deep incisional infection120 (1.3)23 (0.9)0.148
      Organ space infection1539 (16.3)385 (15.4)0.252
      Urinary tract infection211 (2.2)84 (3.4)0.001
      Abbreviations: IQR – interquartile range; BMI – body mass index; ASA – American Society of Anesthesia physical status classification; COPD – chronic obstructive pulmonary disease; PDAC – pancreatic ductal adenocarcinoma.
      ∗All p-values are derived from Chi Square unless otherwise indicated.
      a Mann-Whitney U.

      Unmatched elderly cohort

      The unmatched cohorts comparing RAPD and OPD in patients 75 and older had similar baseline characteristics, except patients in the RAPD cohort were more likely to have non-adenocarcinoma disease (22.8% vs. 15.6%; p = 0.034) and to have received neoadjuvant chemotherapy (22.6% vs 11.9%; p < 0.001) (Table 2a). The proportion of PDs that were attempted with robot assistance increased from 2.9% in 2015 to 6.5% in 2018. The conversion rate to an open procedure during the study period was 11.3%. Patients who were converted to an open procedure were included in the OPD arm for post-operative analysis (Table 2b). RAPD and OPD had a median LOS of 8 days, but this was significantly longer for OPD due to right skewness (IQR 6–11 days vs. 7–13 days; p = 0.001). Readmission rates were higher in the RAPD cohort compared to the OPD cohort (24.5% vs. 15.8%). Peri-operative transfusions occurred less frequently in RAPD patients (10.0% vs. 17.5%, p = 0.04). The rate of sepsis was lower in the RAPD cohort (2.7% vs. 9.7%, p = 0.02), but the rate of septic shock was higher (7.3% vs. 3.5%, p = 0.04). The rates of all other complications were similar (Table 2b).
      Table 2Pre-operative patient characteristics and post-operative outcomes for the unmatched cohort
      APre-Operative Patient Characteristics
      Robot (124)Open (2,378)p-value∗
      Female61 (49.2)1130 (47.5)0.72
      Age (median, IQR)78 (76–82)78 (76–81)0.98a
      Race0.13
       White109 (87.9)1829 (76.9)
       Black4 (3.2)137 (5.8)
       Asian2 (1.6)113 (4.8)
       American Indian0 (0)7 (0.3)
       Hawaiian/Pacific Islander0 (0)1 (0)
       Unknown/not reported9 (7.3)291 (12.2)
      BMI (median, IQR)25.8 (22.9–28.0)25.6 (23.0–28.7)0.65
      Student's T test.
      ASA0.36
       211 (8.9)317 (13.3)
       3101 (81.5)1845 (77.6)
       412 (9.7)218 (9.1)
      Year of operation
       201515 (2.9)501 (97.1)
       201626 (4)626 (96)
       201738 (5.9)608 (94.1)
       201845 (6.5)643 (93.5)
      Functional status0.95
       Independent122 (98.4)2332 (98.2)
       Partially dependent2 (1.6)40 (1.7)
       Totally dependent0 (0)2 (0.1)
      Diabetes36 (29)635 (26.7)0.57
      Smoking9 (7.3)144 (6.1)0.59
      Dyspnea8 (6.5)154 (6.5)0.99
      COPD5 (4)95 (4)0.98
      Hypertension86 (69.4)1664 (70)0.88
      Congestive heart failure0 (0)11 (0.5)1c
      Dialysis0 (0)8 (0.3)1c
      Weight loss14 (11.3)371 (15.6)0.20
      Bleeding disorder1 (0.8)68 (2.9)0.26c
      Chronic steroids2 (1.6)62 (2.6)0.77c
      Pre-operative transfusion0 (0)22 (0.9)0.62c
      Pre-operative chemotherapy28 (22.6)282 (11.9)< 0.001
      Pre-operative radiation3 (2.4)104 (4.4)0.49c
      Pre-operative biliary drainage66 (54.5)1281 (56.1)0.73
      Non-adenocarcinoma28 (22.8)367 (15.6)0.034
      PDAC77 (62.1)1451 (61)0.81
      BIntra-Operative and Post-Operative Outcomes
      Robot (110)
      fourteen patients that were converted from a robotic to open operation were included in the open cohort for post-operative outcomes.
      Open (2,392)p-value
      All p-values are derived from Chi Square unless otherwise indicated.
      Intra-operative findings
      Duct size
       Small28 (25.5)518 (21.7)0.84
       Medium53 (48.2)1052 (44.0)0.70
       Large22 (20.0)401 (16.8)0.80
      Gland texture
       Soft57 (57.0)913 (49.7)0.11
       Intermediate10 (10.0)241 (12.9)0.40
       Hard33 (33.0)720 (38.4)0.28
      Pancreatic Reconstruction0.243
       Pancreaticojejunal duct-to-mucosa100 (90.9)1985 (83)
       Pancreaticojejunal invagination4 (3.6)210 (8.8)
       Pancreaticogastrostomy1 (0.9)43 (1.8)
       Not performed4 (3.6)100 (4.2)
       Unknown1 (0.9)54 (2.3)
      Post-operative outcomes
      Length of stay (med, IQR)8 (6–11)8 (7–13)0.001
      Mann–Whitney U.
      Discharge to home86 (78.2)1700 (71.1)0.11
      Death3 (2.7)55 (2.3)0.74
      Fisher's exact test.
      Readmission27 (24.5)379 (15.8)0.02
      Pancreatic fistula12 (10.9)430 (18.1)0.06
      Delayed gastric emptying29 (26.4)459 (19.2)0.07
      Cardiac arrest1 (0.9)34 (1.4)1
      Fisher's exact test.
      MI2 (1.8)52 (2.2)1
      Fisher's exact test.
      CVA2 (1.8)8 (0.3)0.07
      Fisher's exact test.
      Peri-operative transfusion11 (10.0)418 (17.5)0.04
      DVT6 (5.5)68 (2.8)0.11
      PE0 (0.0)25 (1.0)0.63
      Fisher's exact test.
      Progressive renal insufficiency0 (0.0)13 (0.5)1
      Fisher's exact test.
      Acute renal failure4 (3.6)31 (1.3)0.07
      Fisher's exact test.
      Sepsis3 (2.7)222 (9.3)0.02
      Septic shock8 (7.3)83 (3.5)0.04
      Pneumonia2 (1.8)107 (4.5)0.24
      Fisher's exact test.
      Superficial surgical site infection3 (2.7)161 (6.7)0.10
      Deep incisional infection0 (0.0)23 (1.0)0.62
      Fisher's exact test.
      Organ space infection15 (13.6)370 (15.5)0.60
      Urinary tract infection2 (1.8)82 (3.4)0.58
      Fisher's exact test.
      a Mann–Whitney U.
      b Student's T test.
      c Fisher's exact test.
      d All p-values are derived from Chi Square unless otherwise indicated.
      e fourteen patients that were converted from a robotic to open operation were included in the open cohort for post-operative outcomes.

      Propensity-matched elderly cohort

      After 1-to-5 propensity score matching, there were 122 patients in the RAPD and 603 patients in the OPD cohorts. The differences in neoadjuvant chemotherapy and surgery for non-adenocarcinoma disease in the unmatched cohort were corrected after matching (Table 3a). Twelve patients in the RAPD cohort were converted to open PD (9.8%); these patients were transferred to the OPD cohort arm for all post-operative analyses (Table 3b). OPD was associated with a higher rate of sepsis compared to RAPD (9.3% vs. 2.7%, p = 0.022). All other post-operative complications and 30-day mortality were similar between the cohorts. Twenty patients (2.8%) were excluded from the LOS analysis due to missing data, reported LOS less than 3 days, or death during the index admission. Again, RAPD and OPD had a median LOS of 8 days, but this was significantly longer for OPD due to right skewness (p = 0.003). For the readmission analysis, 574 patients (79.2%) of patients were included. RAPD had a higher rate of readmission compared to OPD (28.1% vs. 17.7%, p = 0.02).
      Table 3Pre-operative patient characteristics and post-operative outcomes for the propensity-matched cohort
      A1:5 Propensity Matched
      Robot (122)Open (603)p-value∗
      Female60 (49.2)290 (48.1)0.83
      Age (median, IQR)78 (76–82)79 (76–82)0.68
      Race0.12
       White107 (87.7)464 (76.9)
       Black4 (3.3)39 (6.5)
       Asian2 (1.6)26 (4.3)
       American Indian0 (0)1 (0.2)
       Hawaiian/Pacific Islander9 (7.4)73 (12.1)
      BMI (median, IQR)25.9 (22.8–28.1)25.4 (22.5–28.9)0.92
      Student's T test.
      ASA0.95
       211 (9)60 (10)
       399 (81.1)485 (80.4)
       412 (9.8)58 (9.6)
      Year of operation
       201515 (10.8)124 (89.2)
       201626 (15.3)144 (84.7)
       201738 (19.4)158 (80.6)
       201843 (19.5)177 (80.5)
      Functional status0.53
       Independent120 (98.4)597 (99)
       Partially dependent2 (1.6)6 (1)
       Totally dependent
      Diabetes36 (29.5)158 (26.2)0.45
      Smoking9 (7.4)26 (4.3)0.15
      Dyspnea8 (6.6)36 (6)0.80
      COPD5 (4.1)23 (3.8)0.88
      Hypertension85 (69.7)431 (71.5)0.69
      Congestive heart failure0 (0)3 (0.5)1c
      Dialysis0 (0)1 (0.2)1c
      Weight loss13 (10.7)91 (15.1)0.20
      Bleeding disorder1 (0.8)19 (3.2)0.23c
      Chronic steroids2 (1.6)12 (2)1c
      Pre-operative transfusion0 (0)4 (0.7)1c
      Pre-operative chemotherapy27 (22.1)145 (24)0.65
      Pre-operative radiation3 (2.5)21 (3.5)0.78c
      Pre-operative biliary drainage66 (55.5)301 (52)0.49
      Non-adenocarcinoma27 (22.1)119 (19.7)0.55
      PDAC77 (63.1)366 (60.7)0.62
      BIntra-Operative and Post-Operative Outcomes
      Robot (110)
      Twelve patients that were converted from a robotic to open operation were included in the open cohort for post-operative outcomes.
      Open (615)p-value
      All p-values are derived from Chi Square unless otherwise indicated.
      Intra-operative findings
      Duct size
       Small28 (25.5)132 (21.5)0.76
       Medium53 (48.2)278 (45.2)0.61
       Large22 (20.0)103 (16.7)0.77
      Gland texture
       Soft57 (57.0)238 (38.7)0.12
       Intermediate10 (10.0)67 (10.9)0.32
       Hard33 (33.0)186 (30.2)0.36
      Pancreatic Reconstruction0.24
       Pancreaticojejunal duct-to-mucosa100 (90.9)506 (82.3)
       Pancreaticojejunal invagination4 (3.6)51 (8.3)
       Pancreaticogastrostomy1 (0.9)13 (2.1)
       Not performed4 (3.6)30 (4.9)
       Unknown1 (0.9)15 (2.4)
      Post-operative outcomes
      Length of stay (med, IQR)8 (6–11)8 (7–13)0.003
      Mann–Whitney U.
      Discharge to home86 (78.2)424 (68.9)0.051
      Death3 (2.7)13 (2.1)0.722
      Fisher's exact test.
      Readmission25 (28.1)86 (17.7)0.02
      Pancreatic fistula12 (10.9)110 (18)0.069
      Delayed gastric emptying29 (26.4)113 (18.4)0.054
      Cardiac arrest1 (0.9)9 (1.5)1
      Fisher's exact test.
      MI2 (1.8)16 (2.6)1
      Fisher's exact test.
      CVA2 (1.8)3 (0.5)0.167
      Fisher's exact test.
      Peri-operative transfusion11 (10)103 (16.7)0.073
      DVT6 (5.5)17.(2.8)0.138
      PE0 (0)6 (1)0.598
      Fisher's exact test.
      Progressive renal insufficiency0 (0)4 (0.7)1
      Fisher's exact test.
      Acute renal failure4 (3.6)6 (1)0.051
      Fisher's exact test.
      Sepsis3 (2.7)57 (9.3)0.022
      Septic shock8 (7.3)25 (4.1)0.137
      Pneumonia2 (1.8)38 (6.2)0.07
      Fisher's exact test.
      Superficial surgical site infection3 (2.7)38 (6.2)0.182
      Fisher's exact test.
      Deep incisional infection0 (0)7 (1.1)0.602
      Fisher's exact test.
      Organ space infection15 (13.6)92 (15)0.719
      Urinary tract infection2 (1.8)28 (4.6)0.295
      Fisher's exact test.
      a Mann–Whitney U.
      b Student's T test.
      c Fisher's exact test.
      d All p-values are derived from Chi Square unless otherwise indicated.
      e Twelve patients that were converted from a robotic to open operation were included in the open cohort for post-operative outcomes.
      Logistic regression analyzing factors that predicted POPF for the entire cohort revealed BMI, sex, PDAC, neoadjuvant chemotherapy, small duct size, and soft pancreatic gland texture were significant in the univariable analysis (Supplemental Table 1). The method of pancreatic reconstruction (e.g., pancreaticojejunal duct-to-mucosa) was not associated with POPF (data not shown). There were 170 patients (23.4%) with missing data for pancreas gland texture and/or duct size and were excluded from the multivariable analysis as detailed in the methods. Soft pancreas gland texture (OR 2.89; 95% CI 2.16–3.88) and BMI (OR 1.05, 95% CI 1.02–1.08), and male sex (OR 2.19; 95% CI 1.33 to 3.6) were independent predictors of POPF. Female sex (OR 0.48–0.80; 95% CI 0.62) and PDAC (OR 0.71; 95% CI 0.55–0.93) were associated with decreased odds of developing POPF. RAPD was also associated with decreased odds of developing POPF but did not reach statistical significance (OR 0.57; 95% CI 0.29–1.09) (Supplemental Table 1).
      For the discharge to home analysis, age, ASA >2, non-adenocarcinoma disease, functional status, COPD, and dyspnea were significant on univariable analysis (Supplemental Table 4). On multivariable analysis, non-adenocarcinoma (OR 1.40; 95% CI 1.07–1.83) and independent functional status (OR 4.65; 95% CI 2.52–8.60) were independent predictors of discharge to home following PD. Conversely, age, ASA >2, COPD, dyspnea, and non-independent functional status were negative predictors of a home discharge after PD (Supplemental Table 2). Robotic approach was associated with increased odds of being discharged to home but did not reach statistical significance (OR 1.46; 95% CI 0.91–2.35). Intra-operative factors, such as small duct, soft gland texture, and jejunostomy tube placement, were evaluated as well, but they did not reach the threshold for inclusion in the model (data not shown).

      Discussion

      As the population ages, older individuals account for an increasing proportion of surgical patients and have an inherently higher risk for peri-operative complications. Age is an independent risk factor for morbidity and mortality and is useful for risk stratification. We demonstrated that elderly patients undergoing PD have more comorbid conditions, postoperative complications, and mortality. The primary focus of this study was to compare peri-operative morbidity in elderly patients who underwent a robot-assisted or open PD. RAPD was associated with a shorter LOS but a higher readmission rate than OPD. Previous studies have established that RAPD can be safely performed in elderly patients.
      • Buchs N.C.
      • Addeo P.
      • Bianco F.M.
      • Gangemi A.
      • Ayloo S.M.
      • Giulianotti P.C.
      Outcomes of robot-assisted pancreaticoduodenectomy in patients older than 70 years: a comparative study.
      ,
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      • Zhao G.
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      Robotic pancreaticoduodenectomy in elderly and younger patients: a retrospective cohort study.
      ,
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      • Andersson B.
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      Safety of pancreatic resection in the elderly: a retrospective analysis of 556 patients.
      Though, to our knowledge, this is the first study comparing outcomes in open and robotic approaches to PD in elderly patients.
      Pancreatic fistula is a major cause of post-operative morbidity following PD.
      • Bassi C.
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      The 2016 update of the International Study Group (ISGPS) definition and grading of postoperative pancreatic fistula: 11 Years after.
      ,
      • Vollmer Jr., C.M.
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      • Kent T.S.
      • Christein J.D.
      • et al.
      A root-cause analysis of mortality following major pancreatectomy.
      ,
      • Trudeau M.T.
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      • Maggino L.
      • Seykora T.F.
      • Asbun H.J.
      • Ball C.G.
      • et al.
      The influence of intraoperative blood loss on fistula development following pancreatoduodenectomy.
      The rate of POPF was lower in the RAPD cohort, but a significant difference could not be detected with our sample size and the relative infrequency of this outcome. Previous studies have demonstrated an associated of RAPD with decreased POPF, however. One study comparing RAPD with open PD in obese patients found that the robotic approach was associated with fewer clinically-relevant POPF (OR 0.34; p < 0.001).
      • Girgis M.D.
      • Zenati M.S.
      • Steve J.
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      • Zeh H.J.
      • et al.
      Robotic approach mitigates perioperative morbidity in obese patients following pancreaticoduodenectomy.
      A recent NSQIP study also found that the robotic approach was associated with a lower rate of clinically-relevant POPF (11.9% vs. 15.6%; p = 0.026).
      • Vining C.C.
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      • et al.
      Robotic pancreaticoduodenectomy decreases the risk of clinically relevant post-operative pancreatic fistula: a propensity score matched NSQIP analysis.
      Delayed gastric emptying is an important, although less severe complication than POPF. It is associated with prolonged hospitalization, patient discomfort, and readmission.
      • Ahmad S.A.
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      • Hanseman D.J.
      • Maithel S.K.
      • et al.
      Factors influencing readmission after pancreaticoduodenectomy: a multi-institutional study of 1302 patients.
      DGE mainly develops secondarily to intra-abdominal complications, such as POPF and abscess.
      • Jung J.P.
      • Zenati M.S.
      • Dhir M.
      • Zureikat A.H.
      • Zeh H.J.
      • Simmons R.L.
      • et al.
      Use of video review to investigate technical factors that may be associated with delayed gastric emptying after pancreaticoduodenectomy.
      • Fabre J.M.
      • Burgel J.S.
      • Navarro F.
      • Boccarat G.
      • Lemoine C.
      • Domergue J.
      Delayed gastric emptying after pancreaticoduodenectomy and pancreaticogastrostomy.
      • Park J.S.
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      • Kim J.K.
      • Cho S.I.
      • Yoon D.S.
      • Lee W.J.
      • et al.
      Clinical validation and risk factors for delayed gastric emptying based on the International Study Group of Pancreatic Surgery (ISGPS) Classification.
      • Lermite E.
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      • Etienne S.
      • et al.
      Risk factors of pancreatic fistula and delayed gastric emptying after pancreaticoduodenectomy with pancreaticogastrostomy.
      In our analysis, the RAPD arm in the matched cohort had a higher, but not significant, rate of DGE compared with open PD. Certain technical variables have also been identified as risk factors for DGE when creating the gastrojejunostomy during RAPD. These include a flow angle within 30 degrees of vertical between the stomach and efferent jejunal limb, greater length of the gastrojejunal anastomosis, and a robotic-sewn anastomosis (vs. stapled anastomosis).
      • Jung J.P.
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      • Dhir M.
      • Zureikat A.H.
      • Zeh H.J.
      • Simmons R.L.
      • et al.
      Use of video review to investigate technical factors that may be associated with delayed gastric emptying after pancreaticoduodenectomy.
      The rate of DGE between open PD and RAPD are conflicting. For example, one systematic review found that RAPD was associated with lower rates of DGE compared with open PD in 4 studies.
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      • Beal E.W.
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      Total robotic pancreaticoduodenectomy: a systematic review of the literature.
      Yet a more recent propensity-matched study demonstrated that the rate of DGE was significantly higher for RAPD compared with open PD (9.4% vs. 23.5%; p = 0.006).
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      Perioperative outcomes of robotic pancreaticoduodenectomy: a propensity-matched analysis to open and laparoscopic pancreaticoduodenectomy.
      Our findings of increased DGE with RAPD are presumed to be technique-related as the RAPD patients did not have higher rates of known secondary causes of DGE (intra-abdominal infection, POPF). In a recent NSQIP study evaluating risk factors of DGE in the absence of POPF or intra-abdominal infection found that minimally invasive PD (laparoscopic- and robot-assisted) and open PD had similar rates of DGE on bivariate analysis (11.1% vs. 11.7%; p = 0.159). However, age ≥75 was identified as a statistically significant, but modest, risk factor for DGE on multivariable analysis (OR 1.22; p = 0.003). Minimally invasive techniques were not included in the multivariable model.
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      • Cohen M.E.
      • Ko C.Y.
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      Risk factors for post-pancreaticoduodenectomy delayed gastric emptying in the absence of pancreatic fistula or intra-abdominal infection.
      Hospital LOS and readmissions are important outcome measures used to evaluate quality of care in surgical patients.
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      Readmissions, observation, and the hospital readmissions reduction Program.
      • Regenbogen S.E.
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      Costs and consequences of early hospital discharge after major inpatient surgery in older adults.
      • Ramanathan R.
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      Predictors of short-term readmission after pancreaticoduodenectomy.
      Shortening the post-operative LOS has been identified as a way to reduce costs as well as decrease the risk of nosocomial infection.
      • Regenbogen S.E.
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      • Chen L.M.
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      Costs and consequences of early hospital discharge after major inpatient surgery in older adults.
      Patients undergoing robot-assisted surgery and other minimally-invasive techniques are thought to recover more quickly and have less post-operative pain.
      • Xu T.
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      Hospital cost implications of increased use of minimally invasive surgery.
      ,
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      The robotic approach significantly reduces length of stay after colectomy: a propensity score-matched analysis.
      Our finding that RAPD is associated with a shorter LOS is consistent with previous studies.
      • van Oosten A.F.
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      • Sereni E.
      • et al.
      Perioperative outcomes of robotic pancreaticoduodenectomy: a propensity-matched analysis to open and laparoscopic pancreaticoduodenectomy.
      ,
      • Aiolfi A.
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      • Danelli P.
      • Bona D.
      Systematic review and updated network meta-analysis comparing open, laparoscopic, and robotic pancreaticoduodenectomy.
      A recent propensity-matched NSQIP study evaluating patients who underwent an open PD suggested that LOS was not directly associated with readmission.
      • Jiang J.
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      • Dann A.M.
      • Kim S.S.
      • Girgis M.D.
      • King J.C.
      • et al.
      Association of hospital length of stay and complications with readmission after open pancreaticoduodenectomy.
      A separate NSQIP study associated certain complications, such as DGE and POPF, with higher rates of short-term readmission.
      • Ramanathan R.
      • Mason T.
      • Wolfe L.G.
      • Kaplan B.J.
      Predictors of short-term readmission after pancreaticoduodenectomy.
      Jiang et al. found that each 1-day increase in LOS decreased the odds of readmission in patients with clinically-relevant POPF and DGE by a factor of 0.78 and 0.70, respectively.
      • Jiang J.
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      • Dann A.M.
      • Kim S.S.
      • Girgis M.D.
      • King J.C.
      • et al.
      Association of hospital length of stay and complications with readmission after open pancreaticoduodenectomy.
      The readmission rates were not statistically different between study arms in our analysis. However, nearly 10% more patients in the RAPD cohort than the OPD cohort had a readmission.
      Discharge destination following surgery has several implications. Predicting which patients are likely to be discharged to a facility is an important aspect of pre-operative counseling and metric/surrogate for recovery after surgery. In our matched cohort, nearly 10% more patients who underwent RAPD were discharged home compared to OPD. Increasing age, ASA >2, non-independent functional status prior to surgery, COPD, and dyspnea were independent predictors of a non-home discharge. However, surgical approach was not an independent predictor for discharge to home in this analysis. These findings are similar to another NSQIP study that found similar predictors of home discharge but also found that the open approach was a predictor of non-home discharge.
      • Mahvi D.A.
      • Pak L.M.
      • Urman R.D.
      • Gold J.S.
      • Whang E.E.
      Discharge destination following pancreaticoduodenectomy: a NSQIP analysis of predictive factors and post-discharge outcomes.
      There are limitations to this study that should be noted. The data were obtained from a retrospective database that is prone to selection bias due to unmeasured confounders, inexact coding, reporting error, or missing data. In an attempt to account for possible confounders, patients in this study were propensity-matched on pre-operative factors that were likely to affect post-operative outcomes. Additionally, this study is limited to 30-day outcomes, which renders it difficult to capture the full extent of complications and readmissions for a complex surgical procedure like PD. Further, we were unable to determine the surgeon PD volume, hospital practice setting, or which operations were performed at high-volume pancreatic centers. The importance of the surgeon and institutional learning curve for both open PD and RPD has been demonstrated in several studies.
      • Boone B.A.
      • Zenati M.
      • Hogg M.E.
      • Steve J.
      • Moser A.J.
      • Bartlett D.L.
      • et al.
      Assessment of quality outcomes for robotic pancreaticoduodenectomy: identification of the learning curve.
      ,
      • Fisher W.E.
      • Hodges S.E.
      • Wu M.F.
      • Hilsenbeck S.G.
      • Brunicardi F.C.
      Assessment of the learning curve for pancreaticoduodenectomy.
      Newer evidence also suggests that a proficiency-based curriculum coupled with mentorship may reduce the learning curve for RPD without compromising adverse events.
      • Rice M.K.
      • Hodges J.C.
      • Bellon J.
      • Borrebach J.
      • Al Abbas A.I.
      • Hamad A.
      • et al.
      Association of mentorship and a formal robotic proficiency skills curriculum with subsequent generations' learning curve and safety for robotic pancreaticoduodenectomy.
      However, our study was unable to capture these surgeon and training metrics.
      Lastly, the NSQIP database used for this study does not capture certain outcomes of interest for the geriatric population, such as post-operative delirium, pre-operative living situation, cognitive decline, or use of mobility aids.
      In conclusion, RAPD in patients ≥75 years of age appears to be safe and is associated similar complication rates to open PD. RAPD is associated with a shorter hospitalization but may be associated with more readmissions. These results suggest the potential benefit of minimally invasive robotic PD in the elderly population, which could broaden the therapeutic options for a population sometimes considered too at-risk for poor outcomes. Randomized or well-designed prospective matched studies are needed to confirm these findings.

      Conflict of interest/Disclosures

      The authors reported no biomedical financial interests or potential conflicts of interest.

      Funding/Financial support

      Savannah Starr reports financial support from the University of California, Los Angeles Short Term Training Program (STTP) for this study. The other authors report no direct or indirect financial support by extramural sources for this study.

      Appendix A. Supplementary data

      The following is the Supplementary data to this article:

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