Abstract
Introduction
The use of imageless navigation in total hip arthroplasty (THA) is frequently associated with prolonged surgical times, predominantly during the learning period. The purpose of the present study was to characterize the learning period of a novel imageless navigation system, specifically as it related to surgical time and acetabular navigation accuracy.
Materials and Methods
This was a retrospective observational study of a consecutive group of 158 patients who underwent primary unilateral THA for osteoarthritis by a team headed by a single surgeon. All procedures used an imageless navigation system to measure acetabular cup inclination and anteversion angles, referencing a generic sagittal and frontal plane. Navigation accuracy was determined by assessing differences between intraoperative inclination and anteversion values and those obtained from standardized 6-week follow-up radiographs. Operative time and navigation accuracy were assessed by plotting moving averages of 7 consecutive cases. The learning period was defined using Mann–Kendall trend analyses, student t-tests and nonlinear regression modeling based on surgical time and navigation accuracy. Alpha error was 0.05.
Results
The average surgical time was 67.3 min (SD:9.2) (range 45–95). The average navigation accuracy for inclination was 0.01° (SD:4.2) (range − 10 to 10), and that for anteversion was − 4.9° (SD:3.8) (range − 14 to 5). Average surgical time and navigation accuracy were similar between the first and final cases in the series with no learning period detected.
Conclusions
There was no discernible learning period effect on surgical time or system measurement accuracy during the early phases of adoption for this imageless navigation system.
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Data availability
The data that support the findings of this study are available upon reasonable request from the corresponding author. The data are not publicly available due to privacy orethical restrictions.
References
Jacob, I., Benson, J., Shanaghan, K., & Valle, G. D. A. (2020). Acetabular positioning is more consistent with the use of a novel miniature computer-assisted device. International Orthopaedics, 44(3), 429–435. https://doi.org/10.1007/s00264-020-04484-2
Liu, Z., Gao, Y., & Cai, L. (2015). Imageless navigation versus traditional method in total hip arthroplasty: A meta-analysis. International Journal of Surgery, 21, 122–127. https://doi.org/10.1016/j.ijsu.2015.07.707
King, J., Stamper, D. L., Schaad, D. C., & Leopold, S. S. (2007). Minimally invasive total knee arthroplasty compared with traditional total knee arthroplasty. Assessment of the learning curve and the postoperative recuperative period. Journal of Bone and Joint Surgery, American, 89(7), 1497–1503. https://doi.org/10.2106/JBJS.F.00867
Wixson, R. L., & MacDonald, M. A. (2005). Total hip arthroplasty through a minimal posterior approach using imageless computer-assisted hip navigation. Journal of Arthroplasty, 20(7 Suppl 3), 51–56. https://doi.org/10.1016/j.arth.2005.04.024
Kamenaga, T., Hayashi, S., Hashimoto, S., Matsumoto, T., Takayama, K., Fujishiro, T., et al. (2019). Accuracy of cup orientation and learning curve of the accelerometer-based portable navigation system for total hip arthroplasty in the supine position. Journal of Orthopaedic Surgery (Hong Kong), 27(2), 2309499019848871. https://doi.org/10.1177/2309499019848871
Valsamis, E. M., Ricketts, D., Hussain, A., & Jenabzadeh, A. R. (2018). Imageless navigation total hip arthroplasty—An evaluation of operative time. SICOT J, 4, 18. https://doi.org/10.1051/sicotj/2018016
Najarian, B. C., Kilgore, J. E., & Markel, D. C. (2009). Evaluation of component positioning in primary total hip arthroplasty using an imageless navigation device compared with traditional methods. Journal of Arthroplasty, 24(1), 15–21. https://doi.org/10.1016/j.arth.2008.01.004
Ektas, N., Scholes, C., Ruiz, A. M., & Ireland, J. (2020). Validity of intraoperative imageless navigation (Naviswiss) for component positioning accuracy in primary total hip arthroplasty: Protocol for a prospective observational cohort study in a single-surgeon practice. British Medical Journal Open, 10(10), e037126. https://doi.org/10.1136/bmjopen-2020-037126
Thorey, F., Klages, P., Lerch, M., Floerkemeier, T., Windhagen, H., & von Lewinski, G. (2009). Cup positioning in primary total hip arthroplasty using an imageless navigation device: Is there a learning curve? Orthopedics, 32(10 Suppl), 14–17. https://doi.org/10.3928/01477447-20090915-52
Lewinnek, G. E., Lewis, J. L., Tarr, R., Compere, C. L., & Zimmerman, J. R. (1978). Dislocations after total hip-replacement arthroplasties. Journal of Bone and Joint Surgery, American Volume, 60(2), 217–220.
Bachhal, V., Jindal, N., Saini, G., Sament, R., Kumar, V., Chouhan, D., et al. (2012). A new method of measuring acetabular cup anteversion on simulated radiographs. International Orthopaedics, 36(9), 1813–1818. https://doi.org/10.1007/s00264-012-1583-9
Maccario, C., Tan, E. W., Di Silvestri, C. A., Indino, C., Kang, H. P., & Usuelli, F. G. (2021). Learning curve assessment for total ankle replacement using the transfibular approach. Foot and Ankle Surgery, 27(2), 129–137. https://doi.org/10.1016/j.fas.2020.03.005
Wei, W. W. (2006). Time series analysis. In The Oxford handbook of quantitative methods in psychology (Vol. 2).
Kendall, M. G. (1948). Rank correlation methods (4th ed.). Griffin.
Mann, H. B. (1945). Nonparametric tests against trend. Econometrica. https://doi.org/10.2307/1907187
Brown, M. L., Reed, J. D., & Drinkwater, C. J. (2014). Imageless computer-assisted versus conventional total hip arthroplasty: One surgeon’s initial experience. Journal of Arthroplasty, 29(5), 1015–1020. https://doi.org/10.1016/j.arth.2013.10.007
Manzotti, A., Cerveri, P., De Momi, E., Pullen, C., & Confalonieri, N. (2011). Does computer-assisted surgery benefit leg length restoration in total hip replacement? Navigation versus conventional freehand. International Orthopaedics, 35(1), 19–24. https://doi.org/10.1007/s00264-009-0903-1
Migliorini, F., Cuozzo, F., Oliva, F., Eschweiler, J., Hildebrand, F., & Maffulli, N. (2022). Imageless navigation for primary total hip arthroplasty: A meta-analysis study. Journal of Orthopaedics and Traumatology, 23(1), 21. https://doi.org/10.1186/s10195-022-00636-9
Lee, Y. K., Biau, D. J., Yoon, B. H., Kim, T. Y., Ha, Y. C., & Koo, K. H. (2014). Learning curve of acetabular cup positioning in total hip arthroplasty using a cumulative summation test for learning curve (LC-CUSUM). Journal of Arthroplasty, 29(3), 586–589. https://doi.org/10.1016/j.arth.2013.07.023
Schmidt, C. A., & Hoffart, H. E. (2006, March). Learning curve and influencing factors of navigated total hip arthroplasty. In Orthopaedic proceedings (Vol. 88, No. SUPP_I, pp. 59–59). Bone & Joint.
Acknowledgements
We would like to thank Patrick Fritz, Morgan Thomson and Miroslava Rangel for their valuable assistance with data collection and analysis. This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. This study was partially funded by the generous donations of Mr. Kim Davis and Mr. Baryn Futa.
Funding
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. This study was partially funded by the generous donations of Mr. Kim Davis and Mr. Baryn Futa.
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CBO: Study conceptualization; data curation; investigation; methodology; project administration; resources; validation; visualization; writing—original draft/review and editing. JMO: Data curation; investigation; writing—original draft/review and editing. Y-FC: Conceptualization; data curation; formal analysis; methodology; software; validation; visualization. JG: Data curation; project administration; resources; writing—review and editing. AP: Data curation; project administration; resources; writing—review and editing. G-CL: Conceptualization; investigation; methodology; project administration; supervision; writing—review and editing. AGDV: Conceptualization; funding acquisition; investigation; methodology; project administration; supervision; writing—review and editing.
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Ong, C.B., Ong, J.M., Grubel, J. et al. Defining the Learning Period of a Novel Imageless Navigation System for Posterior Approach Total Hip Arthroplasty: Analysis of Surgical Time and Accuracy. JOIO 58, 121–126 (2024). https://doi.org/10.1007/s43465-023-01060-9
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DOI: https://doi.org/10.1007/s43465-023-01060-9