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Published in: Surgical Endoscopy 9/2023

Open Access 14-08-2023 | Esophagus Resection | 2022 EAES Oral

Analysis of training pathway to reach expert performance levels based on proficiency-based progression in robotic-assisted minimally invasive esophagectomy (RAMIE)

Authors: Dolores T. Müller, Stefanie Brunner, Jennifer Straatman, Benjamin Babic, Jennifer A. Eckhoff, Alissa Reisewitz, Christian Storms, Lars M. Schiffmann, Thomas Schmidt, Wolfgang Schröder, Christiane J. Bruns, Hans F. Fuchs

Published in: Surgical Endoscopy | Issue 9/2023

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Abstract

Background

Robotic-assisted minimally invasive esophagectomy (RAMIE) was first introduced in 2003 and has since then shown to significantly improve the postoperative course. Previous studies have shown that a structured training pathway based on proficiency-based progression using individual skill levels as measures of reach of competence can enhance surgical performance. The aim of this study was to evaluate and help understand our pathway to reach surgical expert levels using a proficiency-based approach introducing RAMIE at our German high-volume center.

Methods

All patients undergoing RAMIE performed by two experienced surgeons for esophageal cancer since the introduction of the robotic technique in 2017 was included in this analysis. Intraoperative outcomes and postoperative outcomes were included in the analysis. The cumulative sum method was used to analyze how many cases are needed to reach expert levels for different performance characteristics and skill sets during robotic-assisted minimally invasive esophagectomy.

Results

From 06/2017 to 03/2022, a total of 154 patients underwent RAMIE at our facility and were included in the analysis. An advancement in performance level was observed for total operating time after 70 cases and for thoracic operative time after 79 cases. Lymph node yield showed an increase up until case 60 in the CUSUM analysis. Length of hospital stay stabilized after case 55. The CCI score inflection point was at case 55 in both CUSUM and regression analyses. Anastomotic leak rate stabilized at case 38 and showed another inflection point after case 83.

Conclusion

Our data and analysis showed the progression from proficient to expert performance levels during the implementation of RAMIE at a European high-volume center. Further analysis of surgeons, especially with a different training status has yet to reveal if the caseloads found in this study are universally applicable. However, skill acquisition and respective measures of such are diverse and as a great range of number of cases was observed, we believe that the learning curve and ascent in performance levels cannot be defined by one parameter alone.
Literature
2.
go back to reference Mariette C, Dahan L, Mornex F, Maillard E, Thomas PA, Meunier B, Boige V, Pezet D, Robb WB, Le Brun-Ly V, Bosset JF, Mabrut JY, Triboulet JP, Bedenne L, Seitz JF (2014) Surgery alone versus chemoradiotherapy followed by surgery for stage I and II esophageal cancer: final analysis of randomized controlled phase III trial FFCD 9901. J Clin Oncol 32:2416–2422. https://doi.org/10.1200/JCO.2013.53.6532CrossRefPubMed Mariette C, Dahan L, Mornex F, Maillard E, Thomas PA, Meunier B, Boige V, Pezet D, Robb WB, Le Brun-Ly V, Bosset JF, Mabrut JY, Triboulet JP, Bedenne L, Seitz JF (2014) Surgery alone versus chemoradiotherapy followed by surgery for stage I and II esophageal cancer: final analysis of randomized controlled phase III trial FFCD 9901. J Clin Oncol 32:2416–2422. https://​doi.​org/​10.​1200/​JCO.​2013.​53.​6532CrossRefPubMed
6.
go back to reference Tagkalos E, Goense L, Hoppe-Lotichius M, Ruurda JP, Babic B, Hadzijusufovic E, Kneist W, van der Sluis PC, Lang H, van Hillegersberg R, Grimminger PP (2020) Robot-assisted minimally invasive esophagectomy (RAMIE) compared to conventional minimally invasive esophagectomy (MIE) for esophageal cancer: a propensity-matched analysis. Dis Esophagus. https://doi.org/10.1093/dote/doz060CrossRefPubMed Tagkalos E, Goense L, Hoppe-Lotichius M, Ruurda JP, Babic B, Hadzijusufovic E, Kneist W, van der Sluis PC, Lang H, van Hillegersberg R, Grimminger PP (2020) Robot-assisted minimally invasive esophagectomy (RAMIE) compared to conventional minimally invasive esophagectomy (MIE) for esophageal cancer: a propensity-matched analysis. Dis Esophagus. https://​doi.​org/​10.​1093/​dote/​doz060CrossRefPubMed
7.
go back to reference Kingma BF, Grimminger PP, van der Sluis PC, van Det MJ, Kouwenhoven EA, Chao YK, Tsai CY, Fuchs HF, Bruns CJ, Sarkaria IS, Luketich JD, Haveman JW, van Etten B, Chiu PW, Chan SM, Rouanet P, Mourregot A, Hölzen JP, Sallum RA, Cecconello I, Egberts JH, Benedix F, van Berge Henegouwen MI, Gisbertz SS, Perez D, Jansen K, Hubka M, Low DE, Biebl M, Pratschke J, Turner P, Pursnani K, Chaudry A, Smith M, Mazza E, Strignano P, Ruurda JP, van Hillegersberg R (2020) Worldwide techniques and outcomes in robot-assisted minimally invasive esophagectomy (RAMIE): results from the Multicenter International Registry. Ann Surg. https://doi.org/10.1097/sla.0000000000004550CrossRefPubMed Kingma BF, Grimminger PP, van der Sluis PC, van Det MJ, Kouwenhoven EA, Chao YK, Tsai CY, Fuchs HF, Bruns CJ, Sarkaria IS, Luketich JD, Haveman JW, van Etten B, Chiu PW, Chan SM, Rouanet P, Mourregot A, Hölzen JP, Sallum RA, Cecconello I, Egberts JH, Benedix F, van Berge Henegouwen MI, Gisbertz SS, Perez D, Jansen K, Hubka M, Low DE, Biebl M, Pratschke J, Turner P, Pursnani K, Chaudry A, Smith M, Mazza E, Strignano P, Ruurda JP, van Hillegersberg R (2020) Worldwide techniques and outcomes in robot-assisted minimally invasive esophagectomy (RAMIE): results from the Multicenter International Registry. Ann Surg. https://​doi.​org/​10.​1097/​sla.​0000000000004550​CrossRefPubMed
8.
go back to reference van der Sluis PC, van der Horst S, May AM, Schippers C, Brosens LAA, Joore HCA, Kroese CC, Haj Mohammad N, Mook S, Vleggaar FP, Borel Rinkes IHM, Ruurda JP, van Hillegersberg R (2019) Robot-assisted minimally invasive thoracolaparoscopic esophagectomy versus open transthoracic esophagectomy for resectable esophageal cancer: a randomized controlled trial. Ann Surg 269:621–630. https://doi.org/10.1097/sla.0000000000003031CrossRefPubMed van der Sluis PC, van der Horst S, May AM, Schippers C, Brosens LAA, Joore HCA, Kroese CC, Haj Mohammad N, Mook S, Vleggaar FP, Borel Rinkes IHM, Ruurda JP, van Hillegersberg R (2019) Robot-assisted minimally invasive thoracolaparoscopic esophagectomy versus open transthoracic esophagectomy for resectable esophageal cancer: a randomized controlled trial. Ann Surg 269:621–630. https://​doi.​org/​10.​1097/​sla.​0000000000003031​CrossRefPubMed
15.
go back to reference Müller DT, Schiffmann LM, Reisewitz A, Chon SH, Eckhoff JA, Babic B, Schmidt T, Schröder W, Bruns CJ, Fuchs HF (2023) Mapping the lymphatic drainage pattern of esophageal cancer with near-infrared fluorescent imaging during robotic assisted minimally invasive Ivor Lewis esophagectomy (RAMIE) first results of the prospective ESOMAP feasibility trial. Cancers 15:2247. https://doi.org/10.3390/CANCERS15082247CrossRefPubMedPubMedCentral Müller DT, Schiffmann LM, Reisewitz A, Chon SH, Eckhoff JA, Babic B, Schmidt T, Schröder W, Bruns CJ, Fuchs HF (2023) Mapping the lymphatic drainage pattern of esophageal cancer with near-infrared fluorescent imaging during robotic assisted minimally invasive Ivor Lewis esophagectomy (RAMIE) first results of the prospective ESOMAP feasibility trial. Cancers 15:2247. https://​doi.​org/​10.​3390/​CANCERS15082247CrossRefPubMedPubMedCentral
17.
go back to reference Low DE, Alderson D, Cecconello I, Chang AC, Darling GE, D’Journo XB, Griffin SM, Holscher AH, Hofstetter WL, Jobe BA, Kitagawa Y, Kucharczuk JC, Law SY, Lerut TE, Maynard N, Pera M, Peters JH, Pramesh CS, Reynolds JV, Smithers BM, van Lanschot JJ (2015) International consensus on standardization of data collection for complications associated with esophagectomy: Esophagectomy Complications Consensus Group (ECCG). Ann Surg 262:286–294. https://doi.org/10.1097/sla.0000000000001098CrossRefPubMed Low DE, Alderson D, Cecconello I, Chang AC, Darling GE, D’Journo XB, Griffin SM, Holscher AH, Hofstetter WL, Jobe BA, Kitagawa Y, Kucharczuk JC, Law SY, Lerut TE, Maynard N, Pera M, Peters JH, Pramesh CS, Reynolds JV, Smithers BM, van Lanschot JJ (2015) International consensus on standardization of data collection for complications associated with esophagectomy: Esophagectomy Complications Consensus Group (ECCG). Ann Surg 262:286–294. https://​doi.​org/​10.​1097/​sla.​0000000000001098​CrossRefPubMed
19.
go back to reference Fuchs HF, Collins JW, Babic B, DuCoin C, Meireles OR, Grimminger PP, Read M, Abbas A, Sallum R, Müller-Stich BP, Perez D, Biebl M, Egberts JH, van Hillegersberg R, Bruns CJ (2022) Robotic-assisted minimally invasive esophagectomy (RAMIE) for esophageal cancer training curriculum-a worldwide Delphi consensus study. Dis Esophagus 35:1. https://doi.org/10.1093/dote/doab055CrossRef Fuchs HF, Collins JW, Babic B, DuCoin C, Meireles OR, Grimminger PP, Read M, Abbas A, Sallum R, Müller-Stich BP, Perez D, Biebl M, Egberts JH, van Hillegersberg R, Bruns CJ (2022) Robotic-assisted minimally invasive esophagectomy (RAMIE) for esophageal cancer training curriculum-a worldwide Delphi consensus study. Dis Esophagus 35:1. https://​doi.​org/​10.​1093/​dote/​doab055CrossRef
20.
go back to reference Gallagher AG (2012) Metric-based simulation training to proficiency in medical education: what it is and how to do it. Ulster Med J 81:107–113PubMedPubMedCentral Gallagher AG (2012) Metric-based simulation training to proficiency in medical education: what it is and how to do it. Ulster Med J 81:107–113PubMedPubMedCentral
22.
23.
go back to reference Jung JO, de Groot EM, Kingma BF, Babic B, Ruurda JP, Grimminger PP, Hölzen JP, Chao YK, Haveman JW, van Det MJ, Rouanet P, Benedix F, Li H, Sarkaria I, van Berge Henegouwen MI, van Boxel GI, Chiu P, Egberts JH, Sallum R, Immanuel A, Turner P, Low DE, Hubka M, Perez D, Strignano P, Biebl M, Chaudry MA, Bruns CJ, van Hillegersberg R, Fuchs HF (2023) Hybrid laparoscopic versus fully robot-assisted minimally invasive esophagectomy: an international propensity-score matched analysis of perioperative outcome. Surg Endosc. https://doi.org/10.1007/S00464-023-09911-0CrossRefPubMedPubMedCentral Jung JO, de Groot EM, Kingma BF, Babic B, Ruurda JP, Grimminger PP, Hölzen JP, Chao YK, Haveman JW, van Det MJ, Rouanet P, Benedix F, Li H, Sarkaria I, van Berge Henegouwen MI, van Boxel GI, Chiu P, Egberts JH, Sallum R, Immanuel A, Turner P, Low DE, Hubka M, Perez D, Strignano P, Biebl M, Chaudry MA, Bruns CJ, van Hillegersberg R, Fuchs HF (2023) Hybrid laparoscopic versus fully robot-assisted minimally invasive esophagectomy: an international propensity-score matched analysis of perioperative outcome. Surg Endosc. https://​doi.​org/​10.​1007/​S00464-023-09911-0CrossRefPubMedPubMedCentral
25.
go back to reference Fuchs H (2020) Curriculum Robotische Chirurgie im oberen Gastrointestinaltrakt für Oberärzte und leitende Klinikchirurgen. Passion Chirurgie 04 Fuchs H (2020) Curriculum Robotische Chirurgie im oberen Gastrointestinaltrakt für Oberärzte und leitende Klinikchirurgen. Passion Chirurgie 04
26.
go back to reference Fuchs HF, Collins JW, Babic B, DuCoin C, Meireles OR, Grimminger PP, Read M, Abbas A, Sallum R, Müller-Stich BP, Perez D, Biebl M, Egberts JH, van Hillegersberg R, Bruns CJ (2021) Robotic-assisted minimally invasive esophagectomy (RAMIE) for esophageal cancer training curriculum-a worldwide Delphi consensus study. Dis Esophagus. https://doi.org/10.1093/dote/doab055CrossRefPubMed Fuchs HF, Collins JW, Babic B, DuCoin C, Meireles OR, Grimminger PP, Read M, Abbas A, Sallum R, Müller-Stich BP, Perez D, Biebl M, Egberts JH, van Hillegersberg R, Bruns CJ (2021) Robotic-assisted minimally invasive esophagectomy (RAMIE) for esophageal cancer training curriculum-a worldwide Delphi consensus study. Dis Esophagus. https://​doi.​org/​10.​1093/​dote/​doab055CrossRefPubMed
29.
32.
33.
Metadata
Title
Analysis of training pathway to reach expert performance levels based on proficiency-based progression in robotic-assisted minimally invasive esophagectomy (RAMIE)
Authors
Dolores T. Müller
Stefanie Brunner
Jennifer Straatman
Benjamin Babic
Jennifer A. Eckhoff
Alissa Reisewitz
Christian Storms
Lars M. Schiffmann
Thomas Schmidt
Wolfgang Schröder
Christiane J. Bruns
Hans F. Fuchs
Publication date
14-08-2023
Publisher
Springer US
Published in
Surgical Endoscopy / Issue 9/2023
Print ISSN: 0930-2794
Electronic ISSN: 1432-2218
DOI
https://doi.org/10.1007/s00464-023-10308-2

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