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Erodotou et al. Mini-invasive Surg 2023;7:35  https://dx.doi.org/10.20517/2574-1225.2023.95  Page 9 of 12

               According to the study results by Rebecchi et al., the learning curve plateau for the operating time was
               observed after 22 cases. They also performed a risk-adjusted cumulative sum (RA-CUSUM) analysis for
                                                                             [29]
               postoperative complications, which indicated a change point after case 19 .
               Grimminger et al. did not assess the learning curves; however, they reported comparable results regarding
               morbidity and short-term outcomes between minimally invasive esophagectomy, RAMIE, and hybrid
               esophagectomy .
                            [30]
               Evaluation
               In the study by Sarkaria et al., the junior surgeon received feedback from the proctor surgeon regarding
               technical imperfections and advice for improvement. In case of postoperative complications, a discussion
               was held between the study surgeon and the consultant surgeon, together with a video review to identify
               possible contributing factors . During the UGIRA pathway, the surgeon and proctor kept in contact to
                                        [22]
               solve potential issues. The procedures were recorded and registered for future evaluation and assessment of
               perioperative outcomes. The proctor re-visited the adopting surgeon after 10-20 independent RAMIE
               procedures. During this visit, the proctor evaluated the surgeon’s proficiency level by completing a scoring
               form and reviewing the perioperative outcomes .
                                                       [21]

               DISCUSSION
               Esophagectomy is a highly demanding and complex procedure, and RAMIE should be taken up by surgeons
               only after a proper training program. Despite the encouraging results of RAMIE, extensive training and
               proctoring are needed before this procedure can be safely established. According to the included studies, the
               surgeons should first master open and minimally invasive esophagectomy. Supposing that the surgeons
               have been trained only in open esophagectomy, they must first complete a basic laparoscopic general
               surgery skill course on live animal models or cadavers and gain more experience in less technically
               challenging procedures such as laparoscopic cholecystectomy, Heller myotomy, and diaphragmatic hernia
               repair. After that, they can proceed to conventional minimally invasive esophagectomies . Sarkaria et al.
                                                                                           [21]
               suggested that completing a formal advanced Upper Gastrointestinal fellowship program in a high-volume
               center is an important step for the training pathway .
                                                          [22]
               The transition from a laparoscopic surgeon to a robotic surgeon must be done slowly and in a similar
               manner. The minimally invasive surgeon should ideally complete an upper gastrointestinal robotic surgery
               hands-on cadaver course and succeed in the simulation robotic training at an expert level. Following that,
               the surgeon can start performing less complex robotic procedures for benign esophageal cases before
               proceeding to proctor RAMIE [21,23] . RAMIE is a time-consuming surgical procedure, with the gastric
               interposition and esophagogastric anastomosis being the most complex part. Without a doubt, pre-existing
               minimally invasive esophagectomy experience and robotic training on less complex procedures are
               mandatory before implementing RAMIE.


               Case observation and assisting with robotic procedures are essential. Additional committed staff, including
               anesthesiologists, operating room (RAMIE-trained) scrub nurses, and circulating staff, are also important to
               achieve shorter learning curves . According to the UGIRA structured training pathway for RAMIE, the
                                          [21]
               surgical team, together with the dedicated esophagogastric anesthetic team, should observe at least one full
               RAMIE case in an expert center . The competence of the bedside assistant surgeon performing docking,
                                           [21]
               undocking, and exchanging instruments is crucial for a successful RAMIE. Hence, the assistant surgeon
               should be trained and familiar with all steps of RAMIE .
                                                             [25]
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