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Resection speed of endoscopic submucosal dissection according to the location of gastric neoplasia: a learning curve using cumulative sum analysis

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Abstract

Background

There is few study evaluating the relationship between endoscopic submucosal dissection (ESD) resection speed and the lesion characteristics of gastric neoplasia. We investigated the learning curve of consecutive ESDs using cumulative sum (CUSUM) analysis.

Methods

A total of 356 ESDs performed by a single endoscopist were grouped chronologically into three learning periods. The ESD procedure was defined to be fast when resection speed was > 9.0 cm2/hour. The CUSUM method was used to assess the number of ESDs required for achieving proficiency and mastery.

Results

Mean resection speed was significantly faster in Phase III (15.1 cm2/hour) compared to those in Phase I (9.3 cm2/hour) and II (11.4 cm2/hour) (p < 0.001). Tumors in the stomach’s upper and middle third location were significantly associated with difficulty in attaining the fast resection speed (odds ratios, 0.05 and 0.36) compared to the lower third location. The number of ESDs required to achieve a competency for fast resection was 15 for tumors in the lower third of the stomach and 98 for those in the upper/middle third location, respectively. In the lower third location of the tumor, the CUSUM curve revealed that 75 cases were needed to achieve proficiency and 174 cases to achieve mastery. However, mastery was not achieved in ESD for the upper/middle third tumor during the study period.

Conclusion

The time required to achieve relevant competency in gastric ESD depends on the tumor location.

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References

  1. Kim N, Park YS, Cho SI, Lee HS, Choe G, Kim IW, Won YD, Park JH, Kim JS, Jung HC, Song IS (2008) Prevalence and risk factors of atrophic gastritis and intestinal metaplasia in a Korean population without significant gastroduodenal disease. Helicobacter 13:245–255

    Article  PubMed  Google Scholar 

  2. Choi KS, Jun JK, Suh M, Park B, Noh DK, Song SH, Jung KW, Lee HY, Choi IJ, Park EC (2015) Effect of endoscopy screening on stage at gastric cancer diagnosis: results of the National Cancer Screening Programme in Korea. Br J Cancer 112:608–612

    Article  CAS  PubMed  Google Scholar 

  3. Oka S, Tanaka S, Kaneko I, Mouri R, Hirata M, Kawamura T, Yoshihara M, Chayama K (2006) Advantage of endoscopic submucosal dissection compared with EMR for early gastric cancer. Gastrointest Endosc 64:877–883

    Article  PubMed  Google Scholar 

  4. Park CH, Yang DH, Kim JW, Kim JH, Kim JH, Min YW, Lee SH, Bae JH, Chung H, Choi KD, Park JC, Lee H, Kwak MS, Kim B, Lee HJ, Lee HS, Choi M, Park DA, Lee JY, Byeon JS, Park CG, Cho JY, Lee ST, Chun HJ (2020) Clinical Practice Guideline for Endoscopic Resection of Early Gastrointestinal Cancer. Clin Endosc 53:142–166

    Article  PubMed  PubMed Central  Google Scholar 

  5. Teoh AY, Chiu PW, Wong SK, Sung JJ, Lau JY, Ng EK (2010) Difficulties and outcomes in starting endoscopic submucosal dissection. Surg Endosc 24:1049–1054

    Article  PubMed  Google Scholar 

  6. Pimentel-Nunes P, Pioche M, Albéniz E, Berr F, Deprez P, Ebigbo A, Dewint P, Haji A, Panarese A, Weusten BLAM, Dekker E, East JE, Sanders DS, Johnson G, Arvanitakis M, Ponchon T, Dinis-Ribeiro M, Bisschops R (2019) Curriculum for endoscopic submucosal dissection training in Europe: European Society of Gastrointestinal Endoscopy (ESGE) position statement. Endoscopy 51:980–992

    Article  PubMed  Google Scholar 

  7. Oyama T, Yahagi N, Ponchon T, Kiesslich T, Berr F (2015) How to establish endoscopic submucosal dissection in Western countries. World J Gastroenterol 21:11209–11220

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Kim JH, Nam HS, Choi CW, Kang DH, Kim HW, Park SB, Kim SJ, Hwang SH, Lee SH (2017) Risk factors associated with difficult gastric endoscopic submucosal dissection: predicting difficult ESD. Surg Endosc 31:1617–1626

    Article  PubMed  Google Scholar 

  9. Kakushima N, Fujishiro M, Kodashima S, Muraki Y, Tateishi A, Omata M (2006) A learning curve for endoscopic submucosal dissection of gastric epithelial neoplasms. Endoscopy 38:991–995

    Article  CAS  PubMed  Google Scholar 

  10. Cho JH, Cha SW, Kim HG, Lee TH, Cho JY, Ko WJ, Jin SY, Park S (2016) Long-term outcomes of endoscopic submucosal dissection for early gastric cancer: a comparison study to surgery using propensity score-matched analysis. Surg Endosc 30:3762–3773

    Article  PubMed  Google Scholar 

  11. Yoshida M, Kakushima N, Mori K, Igarashi K, Kawata N, Tanaka M, Takizawa K, Ito S, Imai K, Hotta K, Ishiwatari H, Matsubayashi H, Ono H (2017) Learning curve and clinical outcome of gastric endoscopic submucosal dissection performed by trainee operators. Surg Endosc 31:3614–3622

    Article  PubMed  Google Scholar 

  12. Zhang X, Ly EK, Nithyanand S, Modayil RJ, Khodorskiy DO, Neppala S, Bhumi S, DeMaria M, Widmer JL, Friedel DM, Grendell JH, Stavropoulos SN (2020) Learning Curve for Endoscopic Submucosal Dissection With an Untutored, Prevalence-Based Approach in the United States. Clin Gastroenterol Hepatol 18:580-588.e1

    Article  PubMed  Google Scholar 

  13. Wani S, Coté GA, Keswani R, Mullady D, Azar R, Murad F, Edmundowicz S, Komanduri S, McHenry L, Al-Haddad MA, Hall M, Hovis CE, Hollander TG, Early D (2013) Learning curves for EUS by using cumulative sum analysis: implications for American Society for Gastrointestinal Endoscopy recommendations for training. Gastrointest Endosc 77:558–565

    Article  PubMed  Google Scholar 

  14. Bolsin S, Colson M (2000) The use of the Cusum technique in the assessment of trainee competence in new procedures. Int J Qual Health Care 12:433–438

    Article  CAS  PubMed  Google Scholar 

  15. Park CH, Park JC, Kim EH, Jung DH, Chung H, Shin SK, Lee SK, Lee YC (2015) Learning curve for EUS in gastric cancer T staging by using cumulative sum analysis. Gastrointest Endosc 81:898-905.e1

    Article  PubMed  Google Scholar 

  16. Jovani M, Ichkhanian Y, Parsa N, Singh S, Brewer Gutierrez OI, Keane MG, Al Ghamdi SS, Ngamruengphong S, Kumbhari V, Khashab MA (2021) Assessment of the learning curve for EUS-guided gastroenterostomy for a single operator. Gastrointest Endosc 93:1088–1093

    Article  PubMed  Google Scholar 

  17. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A (2018) Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68:394–424

    Article  PubMed  Google Scholar 

  18. Jun JK, Choi KS, Lee HY, Suh M, Park B, Song SH, Jung KW, Lee CW, Choi IJ, Park EC, Lee D (2017) Effectiveness of the Korean national cancer screening program in reducing gastric cancer mortality. Gastroenterology 152:1319-1328.e7

    Article  PubMed  Google Scholar 

  19. Aihara H, Dacha S, Anand GS, Byrne KR, Chahal P, James T, Kowalski TE, Repaka A, Saadi M, Sheth SG, Taylor JR, Williams RL, Wagh MS (2021) Core curriculum for endoscopic submucosal dissection (ESD). Gastrointest Endosc 93:1215–1221

    Article  PubMed  Google Scholar 

  20. Fukunaga S, Nagami Y, Shiba M, Ominami M, Tanigawa T, Yamagami H, Tanaka H, Muguruma K, Watanabe T, Tominaga K, Fujiwara Y, Ohira M, Hirakawa K, Arakawa T (2017) Long-term prognosis of expanded-indication differentiated-type early gastric cancer treated with endoscopic submucosal dissection or surgery using propensity score analysis. Gastrointest Endosc 85:143–152

    Article  PubMed  Google Scholar 

  21. Oda I, Suzuki H, Nonaka S, Yoshinaga S (2013) Complications of gastric endoscopic submucosal dissection. Dig Endosc 25(Suppl 1):71–78

    Article  PubMed  Google Scholar 

  22. Tsuji Y, Ohata K, Sekiguchi M, Ito T, Chiba H, Gunji T, Yamamichi N, Fujishiro M, Matsuhashi N, Koike K (2011) An effective training system for endoscopic submucosal dissection of gastric neoplasm. Endoscopy 43:1033–1038

    Article  CAS  PubMed  Google Scholar 

  23. Lee JG, Park CH, Chung H, Park JC, Kim DH, Lee BI, Byeon JS, Jung HY (2020) Current status and trend in training for endoscopic submucosal dissection: a nationwide survey in Korea. PLoS ONE 15:e0232691

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Yamamoto S, Uedo N, Ishihara R, Kajimoto N, Ogiyama H, Fukushima Y, Yamamoto S, Takeuchi Y, Higashino K, Iishi H, Tatsuta M (2009) Endoscopic submucosal dissection for early gastric cancer performed by supervised residents: assessment of feasibility and learning curve. Endoscopy 41:923–928

    Article  PubMed  Google Scholar 

  25. Goda K, Fujishiro M, Hirasawa K, Kakushima N, Morita Y, Oda I, Takeuchi M, Yamamoto Y, Uedo N (2012) How to teach and learn endoscopic submucosal dissection for upper gastrointestinal neoplasm in Japan. Dig Endosc 24(Suppl 1):136–142

    Article  PubMed  Google Scholar 

  26. Takao M, Bilgic E, Waschke K, Kaneva P, Endo S, Nakano Y, Tanaka S, Morita Y, Toyonaga T, Umegaki E, Kodama Y, Fried GM (2019) Defining competencies for endoscopic submucosal dissection (ESD) for gastric neoplasms. Surg Endosc 33:1206–1215

    Article  PubMed  Google Scholar 

  27. Oda I, Odagaki T, Suzuki H, Nonaka S, Yoshinaga S (2012) Learning curve for endoscopic submucosal dissection of early gastric cancer based on trainee experience. Dig Endosc 24(Suppl 1):129–132

    Article  PubMed  Google Scholar 

  28. Yamamoto Y, Fujisaki J, Ishiyama A, Hirasawa T, Igarashi M (2012) Current status of training for endoscopic submucosal dissection for gastric epithelial neoplasm at Cancer Institute Hospital, Japanese Foundation for Cancer Research, a famous Japanese hospital. Dig Endosc 24(Suppl 1):148–153

    Article  PubMed  Google Scholar 

  29. Jeon SW, Jung MK, Cho CM, Tak WY, Kweon YO, Kim SK, Choi YH (2009) Predictors of immediate bleeding during endoscopic submucosal dissection in gastric lesions. Surg Endosc 23:1974–1979

    Article  PubMed  Google Scholar 

  30. Ahn JY, Choi KD, Choi JY, Kim MY, Lee JH, Choi KS, Kim DH, Song HJ, Lee GH, Jung HY, Kim JH (2011) Procedure time of endoscopic submucosal dissection according to the size and location of early gastric cancers: analysis of 916 dissections performed by 4 experts. Gastrointest Endosc 73:911–916

    Article  PubMed  Google Scholar 

  31. Jeong JY, Oh YH, Yu YH, Park HS, Lee HL, Eun CS, Han DS (2012) Does submucosal fibrosis affect the results of endoscopic submucosal dissection of early gastric tumors? Gastrointest Endosc 76:59–66

    Article  PubMed  Google Scholar 

  32. Park K, Kim NY, Kim KJ, Oh C, Chae D, Kim SY (2022) A simple risk scoring system for predicting the occurrence of aspiration pneumonia after gastric endoscopic submucosal dissection. Anesth Analg 134:114–122

    Article  CAS  PubMed  Google Scholar 

  33. Kusunoki M, Miyake K, Shindo T, Ueki N, Kawagoe T, Gudis K, Futagami S, Tsukui T, Takagi I, Hosaka J, Sakamoto C (2011) The incidence of deep vein thrombosis in Japanese patients undergoing endoscopic submucosal dissection. Gastrointest Endosc 74:798–804

    Article  PubMed  Google Scholar 

  34. Fuccio L, Bhandari P, Maselli R, Frazzoni L, Ponchon T, Bazzoli F, Repici A (2018) Ten quality indicators for endoscopic submucosal dissection: what should be monitored and reported to improve quality. Ann Transl Med 6:262

    Article  PubMed  PubMed Central  Google Scholar 

  35. Sivaprakasam J, Purva M (2010) CUSUM analysis to assess competence: what failure rate is acceptable? Clin Teach 7:257–261

    Article  PubMed  Google Scholar 

  36. Wani S, Keswani RN, Han S, Aagaard EM, Hall M, Simon V, Abidi WM, Banerjee S, Baron TH, Bartel M, Bowman E, Brauer BC, Buscaglia JM, Carlin L, Chak A, Chatrath H, Choudhary A, Confer B, Coté GA, Das KK, DiMaio CJ, Dries AM, Edmundowicz SA, El Chafic AH, El Hajj I, Ellert S, Ferreira J, Gamboa A, Gan IS, Gangarosa LM, Gannavarapu B, Gordon SR, Guda NM, Hammad HT, Harris C, Jalaj S, Jowell PS, Kenshil S, Klapman J, Kochman ML, Komanduri S, Lang G, Lee LS, Loren DE, Lukens FJ, Mullady D, Muthusamy VR, Nett AS, Olyaee MS, Pakseresht K, Perera P, Pfau P, Piraka C, Poneros JM, Rastogi A, Razzak A, Riff B, Saligram S, Scheiman JM, Schuster I, Shah RJ, Sharma R, Spaete JP, Singh A, Sohail M, Sreenarasimhaiah J, Stevens T, Tabibian JH, Tzimas D, Uppal DS, Urayama S, Vitterbo D, Wang AY, Wassef W, Yachimski P, Zepeda-Gomez S, Zuchelli T, Early D (2018) Competence in endoscopic ultrasound and endoscopic retrograde cholangiopancreatography, from training through independent practice. Gastroenterology 155:1483-1494.e7

    Article  PubMed  Google Scholar 

  37. Uedo N, Jung HY, Fujishiro M, Lee IL, Zhou PH, Chiu PW, Chang D, Goda K (2012) Current situation of endoscopic submucosal dissection for superficial neoplasms in the upper digestive tract in East Asian countries: a questionnaire survey. Dig Endosc 24(Suppl 1):124–128

    Article  PubMed  Google Scholar 

  38. Lim TO, Soraya A, Ding LM, Morad Z (2002) Assessing doctors’ competence: application of CUSUM technique in monitoring doctors’ performance. Int J Qual Health Care 14:251–258

    Article  CAS  PubMed  Google Scholar 

  39. Tsuji Y, Fujishiro M, Kodashima S, Niimi K, Ono S, Yamamichi N, Koike K (2014) Desirable training of endoscopic submucosal dissection: further spread worldwide. Ann Transl Med 2:27

    PubMed  PubMed Central  Google Scholar 

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Acknowledgements

This work was supported by the Soonchunhyang University Research Fund.

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Correspondence to Jun-Hyung Cho.

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Jun-Hyung Cho, So-Young Jin, and Suyeon Park have no conflicts of interest or financial ties to disclose.

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Cho, JH., Jin, SY. & Park, S. Resection speed of endoscopic submucosal dissection according to the location of gastric neoplasia: a learning curve using cumulative sum analysis. Surg Endosc 37, 2969–2979 (2023). https://doi.org/10.1007/s00464-022-09821-7

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