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Ruff et al. Mini-invasive Surg 2024;8:12  https://dx.doi.org/10.20517/2574-1225.2024.39  Page 3 of 7

               biotissue, video library review of cases, intraoperative feedback with experienced mentors, and ongoing
               quality assessments [24-28] . The biotissue sessions focused on complex anastomoses required for a PD and
               were shown to complement the virtual experience by improving metrics and decreasing errors on skill
               assessments. Implementation of a formal mentorship program and robotic curriculum among surgical
               fellows was associated with decreased learning curves and improved patient morbidity .
                                                                                       [29]
               While this data is primarily in the setting of PD, the methodology of this curriculum holds true for complex
               operations such as a hepatectomy. Surgeons need to complete both a formal robotics curriculum and one
               designed specifically for liver surgery. There are clearly defined steps of a formal hepatectomy that must be
               demonstrated to establish competency: dissection of the hepatic hilum, hepatocaval dissection, and
               transection of the liver. Practice sessions with biotissue and live animal or cadaver labs should revolve
               around maneuvers required to complete a hepatectomy, such as obtaining proximal and distal vascular
               control,  vessel  ligation,  performing  a  biliary-enteric  anastomosis  (e.g.,  for  cases  of  hilar
               cholangiocarcinoma), parenchymal division techniques (e.g., electrocautery, vessel sealer), performing a
               pringle maneuver, and hilar dissection. Even for partial or parenchymal-sparing hepatectomies, this skillset
               will be useful and help prepare surgeons to deal with emergencies. Additionally, surgeons need the
               opportunity to work with different instruments in each of these scenarios so that when in the operating
               room they can adapt to the patient’s anatomy. Animal and cadaver labs should also be used to practice
               trocar placement, obtain intra-abdominal exposure, and respond to emergencies (e.g., bleeding).
               Throughout the curriculum, surgeons must meet specific milestones prior to advancing in the program and
               operating on a patient.

               Upfront education is critical to reducing the learning curve. Part of this curriculum requires bringing
               experienced robotic surgeons to the institution to lend their expertise through proctored live animal labs,
               cadaver labs, and live case demonstrations. As mastery is achieved, these experienced surgeons can return
               for additional visits to observe cases, critique technique, and offer suggestions for improved efficiency.

               TEAM DYNAMICS
               Equally important as the technical considerations of establishing a program is assembling a team that can
               overcome early obstacles and foster growth. At least two surgeons with extensive experience in open liver
               surgery should be committed to adopting this technology. As these surgeons become proficient, they can
               alternate between the robotic console and the patient’s bedside to gain additional exposure. Additionally,
               surgeons graduating from fellowship with extensive robotic training and/or who are already established at
               other programs should be recruited to join the team and lend their expertise.


               A dedicated team must also include the commitment and investment of the operating room staff. The same
               learning curve will exist for the anesthesia team, circulating nurses, scrub nurses and technologists,
               residents, and bedside first assistants. It is advantageous to hire and/or recruit clinical staff with robotic
               experience who can be an extra source of support as the program is launched. It will take time and
               experience to learn the instruments, robotic technology, and how to best assist the surgeon at the console. A
               curriculum with in-service training for all team members can shorten this learning curve. Additionally, the
               same team should regularly work together during early cases to provide consistency, build rapport, and
               eventually disseminate their expertise as mentors to the rest of the clinical staff. Most importantly, an adept
               clinical team acts as a safety measure to quickly resolve issues and convert to an open operation in an
               emergency.
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