Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Multicenter Study
. 2023 Dec 1;278(6):e1232-e1241.
doi: 10.1097/SLA.0000000000005928. Epub 2023 Jun 8.

The Feasibility, Proficiency, and Mastery Learning Curves in 635 Robotic Pancreatoduodenectomies Following a Multicenter Training Program: "Standing on the Shoulders of Giants"

Affiliations
Multicenter Study

The Feasibility, Proficiency, and Mastery Learning Curves in 635 Robotic Pancreatoduodenectomies Following a Multicenter Training Program: "Standing on the Shoulders of Giants"

Maurice J W Zwart et al. Ann Surg. .

Abstract

Objective: To assess the feasibility, proficiency, and mastery learning curves for robotic pancreatoduodenectomy (RPD) in "second-generation" RPD centers following a multicenter training program adhering to the IDEAL framework.

Background: The long learning curves for RPD reported from "pioneering" expert centers may discourage centers interested in starting an RPD program. However, the feasibility, proficiency, and mastery learning curves may be shorter in "second-generation" centers that participated in dedicated RPD training programs, although data are lacking. We report on the learning curves for RPD in "second-generation" centers trained in a dedicated nationwide program.

Methods: Post hoc analysis of all consecutive patients undergoing RPD in 7 centers that participated in the LAELAPS-3 training program, each with a minimum annual volume of 50 pancreatoduodenectomies, using the mandatory Dutch Pancreatic Cancer Audit (March 2016-December 2021). Cumulative sum analysis determined cutoffs for the 3 learning curves: operative time for the feasibility (1) risk-adjusted major complication (Clavien-Dindo grade ≥III) for the proficiency, (2) and textbook outcome for the mastery, (3) learning curve. Outcomes before and after the cutoffs were compared for the proficiency and mastery learning curves. A survey was used to assess changes in practice and the most valued "lessons learned."

Results: Overall, 635 RPD were performed by 17 trained surgeons, with a conversion rate of 6.6% (n=42). The median annual volume of RPD per center was 22.5±6.8. From 2016 to 2021, the nationwide annual use of RPD increased from 0% to 23% whereas the use of laparoscopic pancreatoduodenectomy decreased from 15% to 0%. The rate of major complications was 36.9% (n=234), surgical site infection 6.3% (n=40), postoperative pancreatic fistula (grade B/C) 26.9% (n=171), and 30-day/in-hospital mortality 3.5% (n=22). Cutoffs for the feasibility, proficiency, and mastery learning curves were reached at 15, 62, and 84 RPD. Major morbidity and 30-day/in-hospital mortality did not differ significantly before and after the cutoffs for the proficiency and mastery learning curves. Previous experience in laparoscopic pancreatoduodenectomy shortened the feasibility (-12 RPDs, -44%), proficiency (-32 RPDs, -34%), and mastery phase learning curve (-34 RPDs, -23%), but did not improve clinical outcome.

Conclusions: The feasibility, proficiency, and mastery learning curves for RPD at 15, 62, and 84 procedures in "second-generation" centers after a multicenter training program were considerably shorter than previously reported from "pioneering" expert centers. The learning curve cutoffs and prior laparoscopic experience did not impact major morbidity and mortality. These findings demonstrate the safety and value of a nationwide training program for RPD in centers with sufficient volume.

PubMed Disclaimer

Conflict of interest statement

M.J.W.Z. and M.G.B. received funding from Amsterdam UMC for studies on safe implementation of robotic pancreatic surgery; funding from the Dutch Digestive Foundation (Maag Lever Darm Stichting) investigator-initiated studies on minimally invasive pancreatic surgery (Agreement ID: I 16-05); from Intuitive Surgical for the investigator-initiated LAELAPS-3 training program for RPD in the Netherlands for which training suturing material was provided by ETHICON, Johnson & Johnson; from Intuitive for the investigator-initiated LEARNBOT training program for RPD in Europe; funding from Intuitive for the investigator-initiated LIVEROBOT training program for robotic liver surgery in Europe. N.d.G. and M.G.B. received funding from Intuitive® for the DIPLOMA-2 randomized trial on minimally invasive versus open pancreatoduodenectomy. The remaining authors report no conflicts of interest.

Figures

FIGURE 1
FIGURE 1
Nationwide use of LPD and RPD in the Netherlands. A, The proportion of minimally invasive pancreatoduodenectomies per year. Gray indicates the LPDs, black indicates the RPDs. B, The absolute number of minimally invasive pancreatoduodenectomies per year. Gray indicates the LPDs, white indicates the RPDs.
FIGURE 2
FIGURE 2
Feasibility learning curve of operative time for RPD. A and B, The x axis indicates groups of 10 consecutive RPDs ranked from first to last per center, and the y axis indicates the operative time in SDs from the mean. B, The black line indicates CUSUM analysis of operative time. The label (n=15) indicates the first top turning point of the learning curve, where after, a continuous downward slope occurs.
FIGURE 3
FIGURE 3
Proficiency learning curve of risk-adjusted major morbidity for RPD. The x axis indicates groups of consecutive RPDs ranked from first to last per center, and the black line indicates the risk-adjusted CUSUM analysis of major morbidity. The first label (n=62) indicates the first top turning point of the learning curve, where after, a continuous downward slope occurs.
FIGURE 4
FIGURE 4
Mastery learning curve of risk-adjusted textbook outcome in RPD. The x axis indicates groups of consecutive RPDs ranked from first to last per center, and the black line indicates the risk-adjusted CUSUM analysis of textbook outcome. The first label (n=84) indicates the first top turning point of the learning curve, where after, a continuous downward slope occurs.

References

    1. Chen S, Chen J-Z, Zhan Q, et al. Robot-assisted laparoscopic versus open pancreaticoduodenectomy: a prospective, matched, mid-term follow-up study. Surg Endosc. 2015;29:3698–3711. - PubMed
    1. Shyr BU, Chen SC, Shyr YM, et al. Learning curves for robotic pancreatic surgery-from distal pancreatectomy to pancreaticoduodenectomy. Medicine. 2018;97:e13000–e13008. - PMC - PubMed
    1. Napoli N, Kauffmann EF, Palmeri M, et al. The learning curve in robotic pancreaticoduodenectomy. Dig Surg. 2016;33:299–307. - PubMed
    1. Takahashi C, Shridhar R, Huston J, et al. Outcomes associated with robotic approach to pancreatic resections. J Gastrointest Oncol. 2018;9:936–941. - PMC - PubMed
    1. Napoli N, Kauffmann EF, Menonna F, et al. Robotic versus open pancreatoduodenectomy: a propensity score-matched analysis based on factors predictive of postoperative pancreatic fistula. Surg Endosc. 2018;32:1234–1247. - PubMed

Publication types