Skip to main content
Log in

What Is the Learning Curve for Robotic-assisted Pedicle Screw Placement in Spine Surgery?

  • Symposium: Minimally Invasive Spine Surgery
  • Published:
Clinical Orthopaedics and Related Research®

Abstract

Background

Some early studies with robotic-assisted pedicle screw implantation have suggested these systems increase accuracy of screw placement. However, the relationship between the success rate of screw placement and the learning curve of this new technique has not been evaluated.

Questions/purposes

We determined whether, as a function of surgeon experience, (1) the success rate of robotic-assisted pedicle screw placement improved, (2) the frequency of conversion from robotic to manual screw placement decreased, and (3) the frequency of malpositioned screws decreased.

Methods

Between June 2010 and August 2012, the senior surgeon (IHL) performed 174 posterior spinal procedures using pedicle screws, 162 of which were attempted with robotic assistance. The use of the robotic system was aborted in 12 of the 162 procedures due to technical issues (registration failure, software crash, etc). The robotic system was successfully used in the remaining 150 procedures. These were the first procedures performed with the robot by the senior surgeon, and in this study, we divided the early learning curve into five groups: Group 1 (Patients 1–30), Group 2 (Patients 31–60), Group 3 (Patients 61–90), Group 4 (Patients 91–120), and Group 5 (Patients 121–150). One hundred twelve patients (75%) had spinal deformity and 80 patients (53%) had previous spine surgery. The accuracy of screw placement in the groups was assessed based on intraoperative biplanar fluoroscopy and postoperative radiographs. The results from these five groups were compared to determine the effect on the learning curve. The numbers of attempted pedicle screw placements were 359, 312, 349, 359, and 320 in Groups 1 to 5, respectively.

Results

The rates of successfully placed screws using robotic guidance were 82%, 93%, 91%, 95%, and 93% in Groups 1 to 5. The rates of screws converted to manual placement were 17%, 7%, 8%, 4%, and 7%. Of the robotically placed screws, the screw malposition rates were 0.8%, 0.3%, 1.4%, 0.8%, and 0%.

Conclusions

The rate of successfully placed pedicle screws improved with increasing experience. The rate of the screws that were converted to manual placement decreased with increasing experience. The frequency of screw malposition was similar over the learning curve at 0% to 1.4%. Future studies will need to determine whether this finding is generalizable to others.

Level of Evidence

Level III, therapeutic study. See the Instructions for Authors for a complete description of levels of evidence.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2A–E
Fig. 3

Similar content being viewed by others

References

  1. Bai YS, Zhang Y, Chen ZQ, Wang CF, Zhao YC, Shi ZC, Li M, Liu KP. Learning curve of computer-assisted navigation system in spine surgery. Chin Med J (Engl). 2010;123:2989–2994.

    PubMed  Google Scholar 

  2. Cahill KS, Wang MY. Evaluating the accuracy of robotic assistance in spine surgery. Neurosurgery. 2012;71:N20–N21.

    Article  CAS  PubMed  Google Scholar 

  3. Devito DP, Kaplan L, Dietl R, Pfeiffer M, Horne D, Silberstein B, Hardenbrook M, Kiriyanthan G, Barzilay Y, Bruskin A, Sackerer D, Alexandrovsky V, Stuer C, Burger R, Maeurer J, Donald GD, Schoenmayr R, Friedlander A, Knoller N, Schmieder K, Pechlivanis I, Kim IS, Meyer B, Shoham M. Clinical acceptance and accuracy assessment of spinal implants guided with SpineAssist surgical robot: retrospective study. Spine (Phila Pa 1976). 2010;35:2109–2115.

    Article  Google Scholar 

  4. Gaines RW Jr. The use of pedicle-screw internal fixation for the operative treatment of spinal disorders. J Bone Joint Surg Am. 2000;82:1458–1476.

    PubMed  Google Scholar 

  5. Hicks JM, Singla A, Shen FH, Arlet V. Complications of pedicle screw fixation in scoliosis surgery: a systematic review. Spine (Phila Pa 1976). 2010;35:E465–E470.

    Article  Google Scholar 

  6. Hu X, Ohnmeiss DD, Lieberman IH. Robotic-assisted pedicle screw placement: lessons learned from the first 102 patients. Eur Spine J. 2013;22:661–666.

    Article  PubMed Central  PubMed  Google Scholar 

  7. Kantelhardt SR, Martinez R, Baerwinkel S, Burger R, Giese A, Rohde V. Perioperative course and accuracy of screw positioning in conventional, open robotic-guided and percutaneous robotic-guided, pedicle screw placement. Eur Spine J. 2011;20:860–868.

    Article  PubMed Central  PubMed  Google Scholar 

  8. Kaul S, Shah NL, Menon M. Learning curve using robotic surgery. Curr Urol Rep. 2006;7:125–129.

    Article  PubMed  Google Scholar 

  9. Kim YJ, Lenke LG, Bridwell KH, Cho YS, Riew KD. Free hand pedicle screw placement in the thoracic spine: is it safe? Spine (Phila Pa 1976). 2004;29:333–342; discussion 342.

    Article  Google Scholar 

  10. Kotani Y, Abumi K, Ito M, Takahata M, Sudo H, Ohshima S, Minami A. Accuracy analysis of pedicle screw placement in posterior scoliosis surgery: comparison between conventional fluoroscopic and computer-assisted technique. Spine (Phila Pa 1976). 2007;32:1543–1550.

    Article  Google Scholar 

  11. Lee MH, Lin MH, Weng HH, Cheng WC, Tsai YH, Wang TC, Yang JT. Feasibility of Intra-operative Computed Tomography Navigation System for Pedicle Screw Insertion of the Thoraco-lumbar Spine. J Spinal Disord Tech. 2012 December 3 [Epub ahead of print].

  12. Lieberman IH, Hardenbrook MA, Wang JC, Guyer RD. Assessment of pedicle screw placement accuracy, procedure time, and radiation exposure using a miniature robotic guidance system. J Spinal Disord Tech. 2012;25:241–248.

    Article  PubMed  Google Scholar 

  13. Lieberman IH, Togawa D, Kayanja MM, Reinhardt MK, Friedlander A, Knoller N, Benzel EC. Bone-mounted miniature robotic guidance for pedicle screw and translaminar facet screw placement. Part I. Technical development and a test case result. Neurosurgery. 2006;59:641–650; discussion 641–650.

    Article  PubMed  Google Scholar 

  14. Ortmaier T, Weiss H, Hagn U, Grebenstein M, Nickl M, Albu-Schaffer A, Ott C, Jorg S, Konietschke R, Le-Tien L, Hirzinger G. A hands-on-robot for accurate placement of pedicle screws. In: Proceedings of the 2006 IEEE International Conference on Robotics and Automation. Washington, DC: IEEE; 2006.

  15. Pechlivanis I, Kiriyanthan G, Engelhardt M, Scholz M, Lucke S, Harders A, Schmieder K. Percutaneous placement of pedicle screws in the lumbar spine using a bone mounted miniature robotic system: first experiences and accuracy of screw placement. Spine (Phila Pa 1976). 2009;34:392–398.

    Article  Google Scholar 

  16. Rajasekaran S, Vidyadhara S, Ramesh P, Shetty AP. Randomized clinical study to compare the accuracy of navigated and non-navigated thoracic pedicle screws in deformity correction surgeries. Spine (Phila Pa 1976). 2007;32:E56–E64.

    Article  CAS  Google Scholar 

  17. Ringel F, Stuer C, Reinke A, Preuss A, Behr M, Auer F, Stoffel M, Meyer B. Accuracy of robot-assisted placement of lumbar and sacral pedicle screws: a prospective randomized comparison to conventional freehand screw implantation. Spine (Phila Pa 1976). 2012;37:E496–E501.

    Article  Google Scholar 

  18. Shoda N, Nakajima S, Seichi A, Kan A, Iwasaki M, Kitagawa T, Kawaguchi H, Nakamura K. Computer-assisted anterior spinal surgery for a case of recurrent giant cell tumor. J Orthop Sci. 2002;7:392–396.

    Article  PubMed  Google Scholar 

  19. Sukovich W, Brink-Danan S, Hardenbrook M. Miniature robotic guidance for pedicle screw placement in posterior spinal fusion: early clinical experience with the SpineAssist. Int J Med Robot. 2006;2:114–122.

    Article  CAS  PubMed  Google Scholar 

  20. Togawa D, Kayanja MM, Reinhardt MK, Shoham M, Balter A, Friedlander A, Knoller N, Benzel EC, Lieberman IH. Bone-mounted miniature robotic guidance for pedicle screw and translaminar facet screw placement. Part 2. Evaluation of system accuracy. Neurosurgery. 2007;60:ONS129–ONS139; discussion ONS139.

    Article  PubMed  Google Scholar 

  21. Wang HC, Yang YL, Lin WC, Chen WF, Yang TM, Lin YJ, Rau CS, Lee TC. Computer-assisted pedicle screw placement for thoracolumbar spine fracture with separate spinal reference clamp placement and registration. Surg Neurol. 2008;69:597–601; discussion 601.

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Isador H. Lieberman MD, MBA, FRCSC.

Additional information

One of the authors certifies that he (XH), or a member of his or her immediate family, has received or may receive payments or benefits, during the study period, an amount of less than USD 10,000 from Mazor Robotics Ltd (Caesarea, Israel). One of the authors certifies that he (IHL), or a member of his or her immediate family, has received or may receive payments or benefits, during the study period, an amount of USD 10,000 to USD 100,000 from Mazor Robotics Ltd.

All ICMJE Conflict of Interest Forms for authors and Clinical Orthopaedics and Related Research editors and board members are on file with the publication and can be viewed on request.

Clinical Orthopaedics and Related Research neither advocates nor endorses the use of any treatment, drug, or device. Readers are encouraged to always seek additional information, including FDA approval status, of any drug or device before clinical use.

Each author certifies that his or her institution approved the human protocol for this investigation and that all investigations were conducted in conformity with ethical principles of research.

About this article

Cite this article

Hu, X., Lieberman, I.H. What Is the Learning Curve for Robotic-assisted Pedicle Screw Placement in Spine Surgery?. Clin Orthop Relat Res 472, 1839–1844 (2014). https://doi.org/10.1007/s11999-013-3291-1

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11999-013-3291-1

Keywords

Navigation