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Gautam D, Vivekanandan S, Mazur MD. Robotic Spine Surgery: Systematic Review of Common Error Types and Best Practices. Oper Neurosurg (Hagerstown) 2025; 28:295-302. [PMID: 39037253 DOI: 10.1227/ons.0000000000001293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 06/04/2024] [Indexed: 07/23/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Robotic systems have emerged as a significant advancement in the field of spine surgery. They offer improved accuracy in pedicle screw placement and reduce intraoperative complications, hospital length of stay, blood loss, and radiation exposure. As the use of robotics in spine surgery continues to grow, it becomes imperative to understand common errors and challenges associated with this new and promising technology. Although the reported accuracy of robot-assisted pedicle screw placement is very high, the current literature does not capture near misses or incidental procedural errors that might have been managed during surgery or did not alter treatment of patients. We evaluated errors that occur during robot-assisted pedicle screw insertion and identify best practices to minimize their occurrence. METHODS In this systematic review, we characterized 3 types of errors encountered during robot-assisted pedicle screw insertion-registration errors, skiving, and interference errors-that have been reported in the literature. RESULTS Our search yielded 13 relevant studies reporting robot-assisted screw errors. Nine studies reported registration errors, with 60% of failed screws in those studies caused by registration issues. Seven studies highlighted skiving errors; 26.8% of the failed screws in those studies were caused by skiving. Finally, interference errors were reported in 4 studies, making up 19.5% of failed screws. CONCLUSION On the basis of these findings, we suggest best practices-including close attention to preoperative planning, patient positioning, image registration, and equipment selection-to minimize the occurrence of these errors. Awareness of how errors occur may increase the safety of this technology.
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Affiliation(s)
- Diwas Gautam
- Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City , Utah , USA
| | - Sheela Vivekanandan
- Neurological Institute, University of Pittsburgh Medical Center, Hershey , Pennsylvania , USA
| | - Marcus D Mazur
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City , Utah , USA
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Haik NV, Burgess AE, Talbot NC, Luther P, Bridges JR, Folse M, Jee E, Toms J. Robotic Systems in Spinal Surgery: A Review of Accuracy, Radiation Exposure, Hospital Readmission Rate, Cost, and Adverse Events. World Neurosurg 2025; 195:123721. [PMID: 39864806 DOI: 10.1016/j.wneu.2025.123721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Accepted: 01/19/2025] [Indexed: 01/28/2025]
Abstract
BACKGROUND Recent advances within the last decade have allowed robotics to become commonplace in the operating room. In the field of neurosurgery, robotics assist surgeons in pedicle screw placement and vertebral fusion procedures. The purpose of this review is to look at currently used spinal robots available in the market and compare their overall accuracy, cost, radiation exposure, general adverse events, and hospital readmission rates. METHODS The authors searched databases including PubMed and Google Scholar for studies on robotic spine surgery using robotic systems: Mazor X/Mazor Renaissance, Cirq, ExcelsiusGPS, and ROSA ONE Spine. The literature was examined for robot accuracy, hospital readmission rates, adverse events, radiation exposure, and cost of the robots. RESULTS In general, many studies recognize that robot-assisted spinal surgery is of equal or greater accuracy compared to freehand surgical techniques. Limited and conflicting data exist regarding radiation exposure and overall adverse events. The upfront cost of robotic spine-based surgery tends to be more than freehand, but minimal data evaluate the cost-effectiveness among robotic systems. CONCLUSIONS This review summarizes the findings comparing the individual robotic systems and their comparison to freehand surgery. As robotics become more popular in clinical practice, additional research is needed to assist hospitals and surgeons in making an informed decision about implementing robotics in spinal surgery.
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Affiliation(s)
- Nadia V Haik
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, Louisiana, USA.
| | - Alison E Burgess
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, Louisiana, USA
| | - Norris C Talbot
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, Louisiana, USA
| | - Patrick Luther
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, Louisiana, USA
| | - James R Bridges
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, Louisiana, USA
| | - Michael Folse
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, Louisiana, USA
| | - Elizabeth Jee
- Department of Neurosurgery, Louisiana State University Health Sciences Center at Shreveport, Shreveport, Louisiana, USA
| | - Jamie Toms
- Department of Neurosurgery, Louisiana State University Health Sciences Center at Shreveport, Shreveport, Louisiana, USA
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Haida DM, Mohr P, Won SY, Möhlig T, Holl M, Enk T, Hanschen M, Huber-Wagner S. Hybrid-3D robotic suite in spine and trauma surgery - experiences in 210 patients. J Orthop Surg Res 2024; 19:565. [PMID: 39272126 PMCID: PMC11401291 DOI: 10.1186/s13018-024-05044-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 08/31/2024] [Indexed: 09/15/2024] Open
Abstract
BACKGROUND In modern Hybrid ORs, the synergies of navigation and robotics are assumed to contribute to the optimisation of the treatment in trauma, orthopaedic and spine surgery. Despite promising evidence in the area of navigation and robotics, previous publications have not definitively proven the potential benefits. Therefore, the aim of this retrospective study was to evaluate the potential benefit and clinical outcome of patients treated in a fully equipped 3D-Navigation Hybrid OR. METHODS Prospective data was collected (March 2022- March 2024) after implementation of a fully equipped 3D-Navigation Hybrid OR ("Robotic Suite") in the authors level 1 trauma centre. The OR includes a navigation unit, a cone beam CT (CBCT), a robotic arm and mixed reality glasses. Surgeries with different indications of the spine, the pelvis (pelvic ring and acetabulum) and the extremities were performed. Spinal and non-spinal screws were inserted. The collected data was analysed retrospectively. Pedicle screw accuracy was graded according to the Gertzbein and Robbins (GR) classification. RESULTS A total of n = 210 patients (118 m:92f) were treated in our 3D-Navigation Hybrid OR, with 1171 screws inserted. Among these patients, 23 patients (11.0%) arrived at the hospital via the trauma room with an average Injury Severity Score (ISS) of 25.7. There were 1035 (88.4%) spinal screws inserted at an accuracy rate of 98.7% (CI95%: 98.1-99.4%; 911 GR-A & 111 GR-B screws). The number of non-spinal screws were 136 (11.6%) with an accuracy rate of 99.3% (CI95%: 97.8-100.0%; 135 correctly placed screws). This resulted in an overall accuracy rate of 98.8% (CI95%: 98.2-99.4%). The robotic arm was used in 152 cases (72.4%), minimally invasive surgery (MIS) was performed in 139 cases (66.2%) and wound infection occurred in 4 cases (1,9%). Overall, no revisions were needed. CONCLUSION By extending the scope of application, this study showed that interventions in a fully equipped 3D-Navigation Hybrid OR can be successfully performed not only on the spine, but also on the pelvis and extremities. In trauma, orthopaedics and spinal surgery, navigation and robotics can be used to perform operations with a high degree of precision, increased safety, reduced radiation exposure for the OR-team and a very low complication rate.
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Affiliation(s)
- Dominik M Haida
- Department of Trauma Surgery, Technical University of Munich, Klinikum rechts der Isar, Ismaninger Straße 22, 81675, Munich, Germany
- Department of Trauma Surgery, Diakonie-Klinikum Schwäbisch Hall, Diakoniestraße 10, 74523, Schwäbisch Hall, Germany
| | - Peter Mohr
- Radiation Protection, Diakonie-Klinikum Schwäbisch Hall, Diakoniestraße 10, 74523, Schwäbisch Hall, Germany
| | - Sae-Yeon Won
- Department of Neurosurgery, Rostock University Medical Center, Schillingallee 35, 18057, Rostock, Germany
| | - Thorsten Möhlig
- Department of Trauma Surgery, Diakonie-Klinikum Schwäbisch Hall, Diakoniestraße 10, 74523, Schwäbisch Hall, Germany
| | - Mike Holl
- Department of Trauma Surgery, Diakonie-Klinikum Schwäbisch Hall, Diakoniestraße 10, 74523, Schwäbisch Hall, Germany
| | - Thorsten Enk
- Department of Neurosurgery, Diakonie-Klinikum Schwäbisch Hall, Diakoniestraße 10, 74523, Schwäbisch Hall, Germany
| | - Marc Hanschen
- Department of Trauma Surgery, Technical University of Munich, Klinikum rechts der Isar, Ismaninger Straße 22, 81675, Munich, Germany
| | - Stefan Huber-Wagner
- Department of Trauma Surgery, Technical University of Munich, Klinikum rechts der Isar, Ismaninger Straße 22, 81675, Munich, Germany.
- Department of Trauma Surgery, Diakonie-Klinikum Schwäbisch Hall, Diakoniestraße 10, 74523, Schwäbisch Hall, Germany.
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Groisser BN, Thakur A, Hillstrom HJ, Adhiyaman A, Zucker C, Du J, Cunningham M, Hresko MT, Haddas R, Blanco J, Potter HG, Mintz DN, Breighner RE, Heyer JH, Widmann RF. Fully automated determination of robotic pedicle screw accuracy and precision utilizing computer vision algorithms. J Robot Surg 2024; 18:278. [PMID: 38960985 PMCID: PMC11222209 DOI: 10.1007/s11701-024-02001-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Accepted: 05/27/2024] [Indexed: 07/05/2024]
Abstract
Historically, pedicle screw accuracy measurements have relied on CT and expert visual assessment of the position of pedicle screws relative to preoperative plans. Proper pedicle screw placement is necessary to avoid complications, cost and morbidity of revision procedures. The aim of this study was to determine accuracy and precision of pedicle screw insertion via a novel computer vision algorithm using preoperative and postoperative computed tomography (CT) scans. Three cadaveric specimens were utilized. Screw placement planning on preoperative CT was performed according to standard clinical practice. Two experienced surgeons performed bilateral T2-L4 instrumentation using robotic-assisted navigation. Postoperative CT scans of the instrumented levels were obtained. Automated segmentation and computer vision techniques were employed to align each preoperative vertebra with its postoperative counterpart and then compare screw positions along all three axes. Registration accuracy was assessed by preoperatively embedding spherical markers (tantalum beads) to measure discrepancies in landmark alignment. Eighty-eight pedicle screws were placed in 3 cadavers' spines. Automated registrations between pre- and postoperative CT achieved sub-voxel accuracy. For the screw tip and tail, the mean three-dimensional errors were 1.67 mm and 1.78 mm, respectively. Mean angular deviation of screw axes from plan was 1.58°. For screw mid-pedicular accuracy, mean absolute error in the medial-lateral and superior-inferior directions were 0.75 mm and 0.60 mm, respectively. This study introduces automated algorithms for determining accuracy and precision of planned pedicle screws. Our accuracy outcomes are comparable or superior to recent robotic-assisted in vivo and cadaver studies. This computerized workflow establishes a standardized protocol for assessing pedicle screw placement accuracy and precision and provides detailed 3D translational and angular accuracy and precision for baseline comparison.
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Affiliation(s)
- Benjamin N Groisser
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Ankush Thakur
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Howard J Hillstrom
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Akshitha Adhiyaman
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Colson Zucker
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Jerry Du
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Matthew Cunningham
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | | | - Ram Haddas
- University of Rochester Medical Center, Rochester, NY, USA
| | - John Blanco
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Hollis G Potter
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Douglas N Mintz
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Ryan E Breighner
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Jessica H Heyer
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA.
| | - Roger F Widmann
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
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Jiang K, Hersh AM, Bhimreddy M, Weber-Levine C, Davidar AD, Menta AK, Routkevitch D, Alomari S, Judy BF, Lubelski D, Weingart J, Theodore N. Learning Curves for Robot-Assisted Pedicle Screw Placement: Analysis of Operative Time for 234 Cases. Oper Neurosurg (Hagerstown) 2023; 25:482-488. [PMID: 37578266 DOI: 10.1227/ons.0000000000000862] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/07/2023] [Indexed: 08/15/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Robot-assisted pedicle screw placement is associated with greater accuracy, reduced radiation, less blood loss, shorter hospital stays, and fewer complications than freehand screw placement. However, it can be associated with longer operative times and an extended training period. We report the initial experience of a surgeon using a robot system at an academic medical center. METHODS We retrospectively reviewed all patients undergoing robot-assisted pedicle screw placement at a single tertiary care institution by 1 surgeon from 10/2017 to 05/2022. Linear regression, analysis of variance, and cumulative sum analysis were used to evaluate operative time learning curves. Operative time subanalyses for surgery indication, number of levels, and experience level were performed. RESULTS In total, 234 cases were analyzed. A significant 0.19-minute decrease in operative time per case was observed (r = 0.14, P = .03). After 234 operations, this translates to a reduction in 44.5 minutes from the first to last case. A linear relationship was observed between case number and operative time in patients with spondylolisthesis (-0.63 minutes/case, r = 0.41, P < .001), 2-level involvement (-0.35 minutes/case, r = 0.19, P = .05), and 4-or-more-level involvement (-1.29 minutes/case, r = 0.24, P = .05). This resulted in reductions in operative time ranging from 39 minutes to 1.5 hours. Continued reductions in operative time were observed across the learning, experienced, and expert phases, which had mean operative times of 214, 197, and 146 minutes, respectively ( P < .001). General proficiency in robot-assisted surgery was observed after the 20th case. However, 67 cases were required to reach mastery, defined as the inflection point of the cumulative sum curve. CONCLUSION This study documents the long-term learning curve of a fellowship-trained spine neurosurgeon. Operative time significantly decreased with more experience. Although gaining comfort with robotic systems may be challenging or require additional training, it can benefit surgeons and patients alike with continued reductions in operative time.
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Affiliation(s)
- Kelly Jiang
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Grabala P, Helenius IJ, Kowalski P, Grabala M, Zacha S, Deszczynski JM, Albrewczynski T, Galgano MA, Buchowski JM, Chamberlin K, Shah SA. The Child's Age and the Size of the Curvature Do Not Affect the Accuracy of Screw Placement with the Free-Hand Technique in Spinal Deformities in Children and Adolescents. J Clin Med 2023; 12:3954. [PMID: 37373646 DOI: 10.3390/jcm12123954] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 06/01/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND The current method of treatment of spinal deformities would be almost impossible without pedicle screws (PS) placement. There are only a few studies evaluating the safety of PS placement and possible complications in children during growth. The present study was carried out to evaluate the safety and accuracy of PS placement in children with spinal deformities at any age using postoperative computed tomography (CT) scans. METHODS 318 patients (34 males and 284 females) who underwent 6358 PS fixations for pediatric spinal deformities were enrolled in this multi-center study. The patients were divided into three age groups: less than 10 years old, 11-13 years old, and 14-18 years old. These patients underwent postoperative CT scans and were analyzed for pedicle screw malposition (anterior, superior, inferior, medial, and lateral breaches). RESULTS The breach rate was 5.92% for all pedicles. There were 1.47% lateral and 3.12% medial breaches for all pedicles with tapping canals, and 2.66% lateral and 3.84% medial breaches for all pedicles without a tapping canal for the screw. Of the 6358 screws placed in the thoracic, lumbar, and sacral spine, 98% of the screws were accurately placed (grade 0, 1, and juxta pedicular). A total of 56 screws (0.88%) breached more than 4 mm (grade 3), and 17 (0.26%) screws were replaced. No new and permanent neurological, vascular, or visceral complications were encountered. CONCLUSIONS The free-hand technique for pedicle screw placement in the acceptable and safety zone in pedicles and vertebral bodies was 98%. No complications associated with screw insertion in growth were noted. The free-hand technique for pedicle screw placement can be safely used in patients at any age. The screw accuracy does not depend on the child's age nor the size of the deformity curve. Segmental instrumentation with posterior fixation in children with spinal deformities can be performed with a very low complication rate. Navigation of the robot is only an auxiliary tool in the hands of the surgeons, and the result of the work ultimately depends on the surgeons.
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Affiliation(s)
- Pawel Grabala
- Department of Pediatric Orthopedic Surgery and Traumatology, University Children's Hospital, Medical University of Bialystok, Waszyngtona 17, 15-274 Bialystok, Poland
- Paley European Institute, Al. Rzeczypospolitej 1, 02-972 Warsaw, Poland
| | - Ilkka J Helenius
- Department of Orthopedics and Traumatology, Helsinki University Hospital, 00260 Helsinki, Finland
| | - Piotr Kowalski
- Department of Neurosurgery, Regional Specialized Hospital, Ul. Dekerta 1, 66-400 Gorzow Wielkopolski, Poland
| | - Michal Grabala
- 2nd Clinical Department of General and Gastroenterogical Surgery, Medical University of Bialystok, Ul. Marii Skłodowskiej-Curie 24a, 15-276 Bialystok, Poland
| | - Slawomir Zacha
- Department of Pediatric Orthopedics and Oncology of the Musculoskeletal System, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland
| | - Jaroslaw M Deszczynski
- Paley European Institute, Al. Rzeczypospolitej 1, 02-972 Warsaw, Poland
- Department of Orthopedics and Rehabilitation, Warsaw Medical University, 02-091 Warsaw, Poland
| | | | - Michael A Galgano
- Department of Neurosurgery, University of North Carolina, Chapel Hill, NC 27516, USA
| | - Jacob M Buchowski
- Department of Orthopedic Surgery, Washington University School of Medicine, 660 S Euclid Ave., St. Louis, MO 63110, USA
| | - Kelly Chamberlin
- Department of Neurosurgery, University of North Carolina, Chapel Hill, NC 27516, USA
| | - Suken A Shah
- Department of Orthopaedic Surgery, Nemours Children's Health, Delaware Valley,1600 Rockland Road, Wilmington, DE 19803, USA
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Feasibility of outpatient robot assisted minimally invasive transforaminal lumbar interbody fusion. NORTH AMERICAN SPINE SOCIETY JOURNAL 2022; 13:100192. [PMID: 36620079 PMCID: PMC9813734 DOI: 10.1016/j.xnsj.2022.100192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/12/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022]
Abstract
Introduction Lumbar interbody fusion is a common spine procedure. 199,140 elective lumbar fusions were performed in the United States in 2015. Robot assisted (RA) pedicle screw placement has advanced minimally invasive spine surgery (MIS) making short stay transforaminal lumbar interbody fusions (TLIF) with same day or next day discharge a possibility for select patients. Methods This study is a retrospective case series of a single surgeon's experience with RA MIS TLIF using the Globus ExcelsiusGPS system. Patients undergoing RA MIS TLIF at an outpatient surgery center between August 2020 and February 2021 were included in the study. Results Twenty-three patients met inclusion criteria. Ninety-six RA pedicle screws and 25 interbody cages were placed. 96/96 (100%) pedicle screws and 25/25 (100%) interbodies were found to be in satisfactory position using intraoperative x-ray. None of the instrumentation required re-placement or revision intraoperatively. 20/23 (87%) patients were able to discharge within 24 hours of the procedure. 2/23 (8.7%) patients discharged on the day of surgery. One patient of 23 (4.3%) required discharge to an inpatient rehabilitation facility post operatively. 0/23 (0%) patients required readmission for pain control. Conclusions Our study demonstrates the safety and feasibility of outpatient RA MIS TLIF for select patients. Future directions include a larger study to elucidate characteristics of the best candidates for outpatient RA MIS TLIF.
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