Abstract
This study aims to understand the impact forces that surgeons apply to the human spine during a posterior spinal fusion procedure towards the development of a novel spine surgical simulator for training medical residents. The foci of this study are impact forces during graft placement and spinal interbody cage insertion. This study examined the lumbar intervertebral discs of two male cadaveric specimens. Impact forces were collected during graft and spinal cage insertion over multiple levels. An impulse hammer and a camera were used to collect impact forces and displacements, respectively. The results demonstrated a logarithmic relationship between impact forces and cumulative displacement during graft placement. This was also observed between cumulative displacement and number of impacts during spinal cage insertion. A linear relationship was observed for the impact forces and number of impacts during graft placement. Results suggest that surgeons rely on the feedback experienced from impact forces during graft insertion to gauge the amount of graft that was placed in a specific area of the disc. Impact forces during cage insertion provide information about any encountered obstacles. When developing surgical simulators, designing the force feedback system should require modelling these behaviors to effectively impart corresponding skills on a trainee.
Graphical Abstract







Similar content being viewed by others
References
Dreischarf M, Schmidt H, Putzier M, Zander T (2015) Biomechanics of the L5–S1 motion segment after total disc replacement – influence of iatrogenic distraction, implant positioning and preoperative disc height on the range of motion and loading of facet joints. J Biomech 48:3283–3291. https://doi.org/10.1016/j.jbiomech.2015.06.023
Andersson GBJ (1998) Epidemiology of low back pain. Acta Orthop Scand 69:28–31. https://doi.org/10.1080/17453674.1998.11744790
Eismont FJ, Norton RP, Hirsch BP (2014) Surgical management of lumbar degenerative spondylolisthesis. J Am Acad Orthop Surg 22:203–213. https://doi.org/10.5435/jaaos-22-04-203
DiPaola CP, Molinari RW (2008) Posterior lumbar interbody fusion. J Am Acad Orthop Surg 16:130–139
Deyo RA, Nachemson A, Mirza SK (2004) Spinal-fusion surgery—the case for restraint. The Spine Journal 4:S138–S142
White AA, Panjabi MM (1990) Clinical biomechanics of the spine. Lippincott, Philadelphia
Deyo RA, Mirza SK, Martin BI, Kreuter W, Goodman DC, Jarvik JG (2010) Trends, major medical complications, and charges associated with surgery for lumbar spinal stenosis in older adults. JAMA 303:1259–1265. https://doi.org/10.1001/jama.2010.338
Roberts KE, Bell RL, Duffy AJ (2006) Evolution of surgical skills training. World J Gastroenterol 12:3219–3224. https://doi.org/10.3748/wjg.v12.i20.3219
Schizas C, Tzinieris N, Tsiridis E, Kosmopoulos V (2009) Minimally invasive versus open transforaminal lumbar interbody fusion: evaluating initial experience. Int Orthop 33:1683–1688. https://doi.org/10.1007/s00264-008-0687-8
Silva PS, Pereira P, Monteiro P, Silva PA, Vaz R (2013) Learning curve and complications of minimally invasive transforaminal lumbar interbody fusion. 35:E7. https://doi.org/10.3171/2013.5.Focus13157
Bono CM, Schoenfeld AJ (2017) Orthopaedic Surgery Essentials: Spine, 2nd edn. Wolters Kluwer/Lippincott Williams & Wilkins, Philadelphia
Carlisle ER, Fischgrund JS (2009) Chapter 27 - bone graft and fusion enhancement. In: Errico TJ, Lonner BS, Moulton AW (eds) Surgical management of spinal deformities. W.B. Saunders, Philadelphia, pp 433–448
Bhatia NN, Lee KH, Bui CN, Luna M, Wahba GM, Lee TQ (2012) Biomechanical evaluation of an expandable cage in single-segment posterior lumbar interbody fusion. Spine (Phila Pa 1976) 37:E79-85. https://doi.org/10.1097/BRS.0b013e3182226ba6
Rutherford EE (2007) Lumbar spine fusion and stabilization: hardware, techniques, and imaging appearances. Radiographics 27:1737
Holly LT, Schwender JD, Rouben DP, Foley KT (2006) Minimally invasive transforaminal lumbar interbody fusion: indications, technique, and complications. 20:1. https://doi.org/10.3171/foc.2006.20.3.7
Chitale R, Ghobrial GM, Lobel D, Harrop J (2013) Simulated lumbar minimally invasive surgery educational model with didactic and technical components. Neurosurgery 73(Suppl 1):107–110. https://doi.org/10.1227/neu.0000000000000091
Ghobrial GM, Hamade YJ, Bendok BR, Harrop JS (2015) Technology and simulation to improve patient safety. Neurosurgery Clinics 26:239–243
Leblanc F, Champagne BJ, Augestad KM, Neary PC, Senagore AJ, Ellis CN, Delaney CP (2010) A comparison of human cadaver and augmented reality simulator models for straight laparoscopic colorectal skills acquisition training. J Am Coll Surg 211:250–255. https://doi.org/10.1016/j.jamcollsurg.2010.04.002
Levine RL, Kives S, Cathey G, Blinchevsky A, Acland R, Thompson C, Pasic R (2006) The use of lightly embalmed (fresh tissue) cadavers for resident laparoscopic training. J Minim Invasive Gynecol 13:451–456. https://doi.org/10.1016/j.jmig.2006.06.011
Ross HM, Simmang CL, Fleshman JW, Marcello PW (2008) Adoption of laparoscopic colectomy: results and implications of ASCRS hands-on course participation. Surg Innov 15:179–183. https://doi.org/10.1177/1553350608322100
Morgan M, Aydin A, Salih A, Robati S, Ahmed K (2017) Current status of simulation-based training tools in orthopedic surgery: a systematic review. J Surg Educ 74:698–716. https://doi.org/10.1016/j.jsurg.2017.01.005
Alaraj A, Tobin MK, Birk DM, Charbel FT (2013) Simulation in neurosurgery and neurosurgical procedures. In: Levine AI, DeMaria S, Schwartz AD, Sim AJ (eds) The comprehensive textbook of healthcare simulation. Springer New York, New York, NY, pp 415–423
Eck JC, Vaccaro AR (2013) Surgical atlas of spinal operations. Jaypee Brothers Pvt. Ltd, New Delhi
Acknowledgements
The authors would like to thank their research partners CAE Inc., Montreal, Canada, and DePuy Synthes, Raynham, MA, USA. The authors would also like to thank Prof. Yvan Petit, Elisabeth Laroche, and Lucien Diotalevi, for their assistance and support during the experiments, at Hôpital du Sacré-Coeur de Montreal. The authors would like to thank Dr. Rodrigo Navarro, the surgeon who prepared the cadaveric specimen, participated in our experiments, and provided valuable insights towards successfully completing a spinal fusion.
Funding
This study is funded by the Natural Sciences and Engineering Research Council of Canada (NSERC) and MEDTEQ. S. Patel was financially supported by McGill Engineering Doctoral Award (MEDA) International during this study.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Patel, S., Ouellet, J. & Driscoll, M. Examining impact forces during posterior spinal fusion to implement in a novel physics-driven virtual reality surgical simulator. Med Biol Eng Comput 61, 1837–1843 (2023). https://doi.org/10.1007/s11517-023-02819-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11517-023-02819-w