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Learning curve of transoral robotic thyroidectomy

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Abstract

Background

Transoral thyroidectomy has superior cosmesis and better postoperative voice outcomes than conventional thyroidectomy. However, it usually requires a steep learning curve and longer operative time. The transoral robotic thyroidectomy (TORT) learning curve has not been well investigated. This study aimed to evaluate the TORT learning curve and factors affecting operative time.

Methods

We retrospectively studied 173 consecutive patients who underwent TORT with or without central neck dissection from July 2017 to August 2021. We assessed the TORT learning curve using operative time, complication rate, and surgical success (procedure conversion) rate. The operative time and surgical success rate learning curves were calculated using the cumulative summation (CUSUM) method. Additionally, we analyzed factors affecting operative time in TORT.

Results

Total thyroidectomy operative time was significantly longer than those of lobectomy and isthmusectomy (p < 0.001). In correlation analysis, a significantly positive correlation was observed between body mass index (BMI) and operative time (R2 = 0.04, p = 0.025). The TORT learning curve was 52 cases in the CUSUM operative time analysis. In the CUSUM surgical success rate chart, the turning point was the 55th case. Complication and procedure conversion rates were significantly decreased after the learning curve.

Conclusions

The CUSUM learning curve of TORT was about 52–55 cases, and the operative time, total complication rate, and procedure conversion decreased significantly after the learning curve. The operative time was associated with the extent of thyroidectomy and BMI.

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References

  1. Tae K, Ji YB, Song CM, Ryu J (2019) Robotic and endoscopic thyroid surgery: evolution and advances. Clin Exp Otorhinolaryngol 12:1–11

    Article  Google Scholar 

  2. Tae K (2020) Transoral thyroidectomy: is it a real game changer? Clin Exp Otorhinolaryngol 13:93–94

    Article  Google Scholar 

  3. Anuwong A, Ketwong K, Jitpratoom P, Sasanakietkul T, Duh QY (2018) Safety and outcomes of the transoral endoscopic thyroidectomy vestibular approach. JAMA Surg 153:21–27

    Article  Google Scholar 

  4. Tai DKC, Kim HY, Park D, You J, Kim HK, Russell JO, Tufano RP (2020) Obesity may not affect outcomes of transoral robotic thyroidectomy: subset analysis of 304 patients. Laryngoscope 130(5):1343–1348

    Article  Google Scholar 

  5. Tae K, Ji YB, Song CM, Park JS, Park JH, Kim DS (2020) Safety and efficacy of transoral robotic and endoscopic thyroidectomy: the first 100 cases. Head Neck 42:321–329

    Article  Google Scholar 

  6. Lee DW, Bang HS, Jeong JH, Kwak SG, Choi YY, Tae K (2021) Cosmetic outcomes after transoral robotic thyroidectomy: comparison with transaxillary, postauricular, and conventional approaches. Oral Oncol 114:105139

    Article  Google Scholar 

  7. Tae K (2021) Complications of transoral thyroidectomy: overview and update. Clin Exp Otorhinolaryngol 14:169–178

    Article  CAS  Google Scholar 

  8. Tae K, Lee DW, Bang HS, Ahn YH, Park JH, Kim DS (2020) Sensory change in the chin and neck after transoral thyroidectomy: prospective study of mental nerve injury. Head Neck 42(11):3111–3117

    Article  Google Scholar 

  9. Song CM, Park JS, Park HJ, Tae K (2020) Voice outcomes of transoral robotic thyroidectomy: comparison with conventional trans-cervical thyroidectomy. Oral Oncol 107:104748

    Article  Google Scholar 

  10. Song CM, Jang YI, Ji YB, Park JS, Kim DS, Tae K (2018) Factors affecting operative time in robotic thyroidectomy. Head Neck 40(5):893–903

    Article  Google Scholar 

  11. Razavi CR, Vasiliou E, Tufano RP, Russell JO (2018) Learning curve for transoral endoscopic thyroid lobectomy. Otolaryngol Head Neck Surg 159(4):625–629

    Article  Google Scholar 

  12. Qu R, Wang J, Li J, Dong Z, Yang J, Liu D, Wang C (2018) The Learning curve for surgeons regarding endoscopic thyroidectomy via the oral-vestibular approach. Surg Laparosc Endosc Percutan Tech 28(6):380–384

    Article  Google Scholar 

  13. Lira RB, Ramos AT, Nogueira RMR, de Carvalho GB, Russell JO, Tufano RP, Kowalski LP (2020) Transoral thyroidectomy (TOETVA): complications, surgical time and learning curve. Oral Oncol 110:104871

    Article  Google Scholar 

  14. Luo JH, Xiang C, Wang P, Wang Y (2020) The Learning Curve for Transoral endoscopic thyroid surgery: a single surgeon’s 204 case experience. J Laparoendosc Adv Surg Tech A 30(2):163–169

    Article  Google Scholar 

  15. Kuo TC, Duh QY, Wang YC, Lai CW, Chen KY, Lin MT, Wu MH (2021) Practice patterns and learning curve in transoral endoscopic thyroidectomy vestibular approach with neuromonitoring. Front Endocrinol (Lausanne) 12:744359

    Article  Google Scholar 

  16. Fernandez-Ranvier G, Lieberman B, Guevara D, Voogd A, Matsuda ME, Eck K, Inabnet WB, Damiano GA (2021) Transoral endoscopic thyroidectomy vestibular approach (TOETVA) learning curve: a regression analysis of complication rates and severity. Surg Endosc. https://doi.org/10.1007/s00464-021-08832-0

    Article  Google Scholar 

  17. Chai YJ, Chae S, Oh MY, Kwon H, Park WS (2021) Transoral endoscopic thyroidectomy vestibular approach (TOETVA): surgical outcomes and learning curve. J Clin Med 10(4):863

    Article  Google Scholar 

  18. Tae K, Lee DW, Song CM, Ji YB, Park JH, Kim DS, Tufano RP (2019) Early experience of transoral thyroidectomy: comparison of robotic and endoscopic procedures. Head Neck 41(3):730–738

    Article  Google Scholar 

  19. Biau DJ, Resche-Rigon M, Godiris-Petit G, Nizard RS, Porcher R (2007) Quality control of surgical and interventional procedures: a review of the CUSUM. Qual Saf Health Care 16(3):203–207

    Article  Google Scholar 

  20. Yap CH, Colson ME, Watters DA (2007) Cumulative sum techniques for surgeons: a brief review. ANZ J Surg 77(7):583–586

    Article  Google Scholar 

  21. Cabot JC, Lee CR, Brunaud L, Kleiman DA, Chung WY, Fahey TJ 3rd, Zarnegar R (2012) Robotic and endoscopic transaxillary thyroidectomies may be cost prohibitive when compared to standard cervical thyroidectomy: a cost analysis. Surgery 152(6):1016–1024

    Article  Google Scholar 

  22. Tae K (2020) Transoral robotic thyroidectomy using the da Vinci single-port surgical system. Gland Surg 9(3):614–616

    Article  Google Scholar 

  23. Maruthappu M, El-Harasis MA, Nagendran M, Orgill DP, McCulloch P, Duclos A, Carty MJ (2014) Systematic review of methodological quality of individual performance measurement in surgery. Br J Surg 101(12):1491–1498

    Article  CAS  Google Scholar 

  24. Neuburger J, Walker K, Sherlaw-Johnson C, van der Meulen J, Cromwell DA (2017) Comparison of control charts for monitoring clinical performance using binary data. BMJ Qual Saf 26(11):919–928

    Article  Google Scholar 

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Correspondence to Kyung Tae.

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Keon-ho Kim, Yong Bae Ji, Chang Myeon Song, Eugene Kim, Kyu Nam Kim, and Kyung Tae have no conflicts of interest or financial ties to disclose.

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Kim, Kh., Ji, Y.B., Song, C.M. et al. Learning curve of transoral robotic thyroidectomy. Surg Endosc 37, 535–543 (2023). https://doi.org/10.1007/s00464-022-09549-4

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