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Van de Vusse SF, De Laat NN, Koster LA, Kaptein BL. The accuracy and precision of CT-RSA in arthroplasty: a systematic review and meta-analysis. Acta Orthop 2025; 96:295-303. [PMID: 40159987 PMCID: PMC11971844 DOI: 10.2340/17453674.2025.43334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Accepted: 03/03/2025] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND AND PURPOSE Computed tomography-based radiostereometric analysis (CT-RSA) is an alternative to conventional radiostereometric analysis (RSA) in measuring implant migration, circumventing the need for operative insertion of tantalum markers. The accuracy and precision of different CT-RSA techniques in various joints are still unclear, and the effective radiation dose (ED) of CT-RSA is usually higher than RSA. In this systematic literature review, we aimed to provide an overview of the accuracy, precision, clinical precision, and ED of CT-RSA techniques. METHODS We performed a systematic search in PubMed, Cochrane, and Embase databases. Main search items were "arthroplasty" AND "migration" AND "computed tomography." We included full-text English papers, using CT for migration analysis (CT-RSA) in human, animal, or synthetic models with arthroplasties, reporting accuracy and/or precision. Eligible studies were screened and reviewed by 2 authors independently. Main outcomes were accuracy, precision, and clinical precision of CT-RSA in 6 degrees of freedom. Secondary outcome was the mean ED. A meta-analysis on (clinical) precision of CT-RSA was performed. RESULTS 23 studies were included involving 163 patients, 20 human cadaveric, 3 porcine cadaveric, and 7 synthetic models. 6 different CT-RSA techniques were used to study 6 different joint components in cervical disc replacement and shoulder, hip, and knee arthroplasty. CT-RSA accuracy ranged between 0.02 and 0.71 mm and 0.03° and 1.00°. CT-RSA precision ranged between 0.00 and 0.47 mm and 0.00° and 1.09°. Mean precision was 0.15 mm (95% confidence interval [CI] 0.05-0.25) in the acetabulum, 0.13 mm (CI 0.00-0.28) and 0.24° (CI 0.00-0.51) in the proximal femur, and 0.04 mm (CI 0.00-0.08) and 0.07° (CI 0.00-0.15) in the proximal tibia. CT-RSA clinical precision ranged between 0.03 and 1.36 mm and 0.06° and 2.25°. Mean clinical precision was 0.13 mm (CI 0.11-0.16) and 0.26° (CI 0.20-0.32) in the acetabulum. The mean ED of CT-RSA ranged between 0.02 and 5.80 mSv. CONCLUSION CT-RSA shows comparable accuracy and precision to standard RSA. CT-RSA seems to be a promising alternative to RSA.
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Affiliation(s)
- Sjors F Van de Vusse
- Department of Orthopedics, Leiden University Medical Center, Leiden, The Netherlands
| | - Nienke N De Laat
- Department of Orthopedics, Leiden University Medical Center, Leiden, The Netherlands
| | - Lennard A Koster
- Department of Orthopedics, Leiden University Medical Center, Leiden, The Netherlands
| | - Bart L Kaptein
- Department of Orthopedics, Leiden University Medical Center, Leiden, The Netherlands.
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Christensson A, Nemati HM, Flivik G. Comparison between model-based RSA and an AI-based CT-RSA: an accuracy study of 30 patients. Acta Orthop 2024; 95:39-46. [PMID: 38284788 PMCID: PMC10824248 DOI: 10.2340/17453674.2024.35749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 11/16/2023] [Indexed: 01/30/2024] Open
Abstract
BACKGROUND AND PURPOSE Radiostereometry (RSA) is the current gold standard for evaluating early implant migration. CT-based migration analysis is a promising method, with fewer handling requirements compared with RSA and no need for implanted bone-markers. We aimed to evaluate agreement between a new artificial intelligence (AI)-based CT-RSA and model-based RSA (MBRSA) in measuring migration of cup and stem in total hip arthroplasty (THA). PATIENTS AND METHODS 30 patients with THA for primary osteoarthritis (OA) were included. RSA examinations were performed on the first postoperative day, and at 2 weeks, 3 months, 1, 2, and 5 years after surgery. A low-dose CT scan was done at 2 weeks and 5 years. The agreement between the migration results obtained from MBRSA and AI-based CT-RSA was assessed using Bland-Altman plots. RESULTS Stem migration (y-translation) between 2 weeks and 5 years, for the primary outcome measure, was -0.18 (95% confidence interval [CI] -0.31 to -0.05) mm with MBRSA and -0.36 (CI -0.53 to -0.19) mm with AI-based CT-RSA. Corresponding proximal migration of the cup (y-translation) was 0.06 (CI 0.02-0.09) mm and 0.02 (CI -0.01 to 0.05) mm, respectively. The mean difference for all stem and cup comparisons was within the range of MBRSA precision. The AI-based CT-RSA showed no intra- or interobserver variability. CONCLUSION We found good agreement between the AI-based CT-RSA and MBRSA in measuring postoperative implant migration. AI-based CT-RSA ensures user independence and delivers consistent results.
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Affiliation(s)
- Albin Christensson
- Department of Orthopedics, Skåne University Hospital, Clinical Sciences, Lund University, Lund.
| | | | - Gunnar Flivik
- Department of Orthopedics, Skåne University Hospital, Clinical Sciences, Lund University, Lund
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Jun BJ, Ricchetti ET, Haladik J, Bey MJ, Patterson TE, Subhas N, Li ZM, Iannotti JP. Validation of a 3D CT imaging method for quantifying implant migration following anatomic total shoulder arthroplasty. J Orthop Res 2022; 40:1270-1280. [PMID: 34436796 DOI: 10.1002/jor.25170] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 06/29/2021] [Accepted: 07/30/2021] [Indexed: 02/04/2023]
Abstract
Glenoid component loosening remains a common complication following anatomic total shoulder arthroplasty (TSA); however, plain radiographs are unable to accurately detect early implant migration. The purpose of this study was to validate the accuracy of a method of postoperative, three-dimensional (3D) computed tomography (CT) imaging with metal artifact reduction (MAR) to detect glenoid component migration following anatomic TSA. Tantalum bead markers were inserted into polyethylene glenoid components for implant detection on 3D CT. In-vitro validation was performed using a glenoid component placed into a scapula sawbone and incrementally translated and rotated, with MAR 3D CT acquired at each test position. Accuracy was evaluated by root mean square error (RMSE). In-vivo validation was performed on six patients who underwent anatomic TSA, with two postoperative CT scans acquired in each patient and marker-based radiostereometric analysis (RSA) performed on the same days. Glenoid component migration was calculated relative to a scapular coordinate system for both MAR 3D CT and RSA. Accuracy was evaluated by RMSE and paired Student's t-tests. The largest RMSE on in-vitro testing was 0.24 mm in translation and 0.11° in rotation, and on in-vivo testing was 0.47 mm in translation and 1.04° in rotation. There were no significant differences between MAR 3D CT and RSA measurement methods. MAR 3D CT imaging is capable of quantifying glenoid component migration with a high level of accuracy. MAR 3D CT imaging is advantageous over RSA because it is readily available clinically and can also be used to evaluate the implant-bone interface.
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Affiliation(s)
- Bong-Jae Jun
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA
| | - Eric T Ricchetti
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jeffrey Haladik
- Department of Orthopaedic Surgery, Bone & Joint Center, Henry Ford Health System, Detroit, Michigan, USA
| | - Michael J Bey
- Department of Orthopaedic Surgery, Bone & Joint Center, Henry Ford Health System, Detroit, Michigan, USA
| | - Thomas E Patterson
- Department of Cerebrovascular Center, Cleveland Clinic, Cleveland, Ohio, USA
| | - Naveen Subhas
- Department of Radiology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Zong-Ming Li
- Department of Orthopaedic Surgery, University of Arizona, Tucson, Arizona, USA
| | - Joseph P Iannotti
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, Ohio, USA
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Brodén C, Sandberg O, Olivecrona H, Emery R, Sköldenberg O. Precision of CT-based micromotion analysis is comparable to radiostereometry for early migration measurements in cemented acetabular cups. Acta Orthop 2021; 92:419-423. [PMID: 33821746 PMCID: PMC8381926 DOI: 10.1080/17453674.2021.1906082] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Background and purpose - CT (computed tomography) based methods have lately been considered an alternative to radiostereometry (RSA) for assessing early implant migration. However, no study has directly compared the 2 methods in a clinical setting. We estimated the precision and effective radiation dose of a CT-based method and compared it with marker-based RSA in 10 patients with hip arthroplasty.Patients and methods - We included 10 patients who underwent total hip replacement with a cemented cup. CT and RSA double examinations were performed postoperatively, and precision and effective dose data were compared. The CT data was analyzed with CT micromotion analysis (CTMA) software both with and without the use of bone markers. The RSA images were analyzed with RSA software with the use of bone markers.Results - The precision of CTMA with bone markers was 0.10-0.16 mm in translation and 0.31°-0.37° in rotation. Without bone markers, the precision of CTMA was 0.10-0.16 mm in translation and 0.21°-0.31° in rotation. In comparison, the precision of RSA was 0.09-0.26 mm and 0.43°-1.69°. The mean CTMA and RSA effective dose was estimated at 0.2 mSv and 0.04 mSv, respectively.Interpretation - CTMA, with and without the use of bone markers, had a comparable precision to RSA. CT radiation doses were slightly higher than RSA doses but still at a considerably low effective dose.
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Affiliation(s)
- Cyrus Brodén
- Department of Surgery and Cancer, Imperial College London, St Mary’s Hospital, London, UK
- Department of Clinical Sciences, Karolinska Institutet, Danderyd Hospital, Division of Orthopaedics, Stockholm, Sweden
| | | | - Henrik Olivecrona
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Roger Emery
- Department of Surgery and Cancer, Imperial College London, St Mary’s Hospital, London, UK
| | - Olof Sköldenberg
- Department of Clinical Sciences, Karolinska Institutet, Danderyd Hospital, Division of Orthopaedics, Stockholm, Sweden
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Sandberg O, Tholén S, Carlsson S, Wretenberg P. The anatomical SP-CL stem demonstrates a non-progressing migration pattern in the first year: a low dose CT-based migration study in 20 patients. Acta Orthop 2020; 91:654-659. [PMID: 33063555 PMCID: PMC8023890 DOI: 10.1080/17453674.2020.1832294] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Background and purpose - RSA is the gold standard for evaluation of early implant migration. We report the results of a new CT-based method Sectra CT micromotion analysis (CTMA) applied to assess the migration pattern in 20 patients in the 1st year after surgery, both with and without the use of tantalum beads in the bone. The patients had an SP-CL anatomical stem that uses an S-shape, designed to better fit the curvature of the femur. Patients and methods - 20 THA patients (mean age 61 years, 10 female) received SP-CL stems, tantalum markers in the femur, and low-dose CT scans at 1 day, 3 months and 12 months postoperatively. In addition, precision as well as inter- and intra-observer variability of the 12-month migration was measured. Results - The 3-month subsidence was median 0.5 mm (95% CI 0.3-1.0) and the internal rotation 1.8° (CI 0.9-2.6). At 12 months the corresponding values were 0.6 (CI 0.3-1.6) mm and 1.9° (CI 0.8-2.4). Precision was 0.1 to 0.3 mm and 0.1° to 0.4° at 3 and 12 months. Intra- and inter- observer variability yielded R-values averaging 0.96 and 0.98. Interpretation - The migration mainly took place during the 1st 3 months, in line with other uncemented stems. The number of patients with subsidence over 2 mm in the first year (5) might be due to the design of the prosthesis with an anatomical shape. Alternatively, our results might indicate a challenge when choosing the correct size for these new anatomical stems. CTMA provided precise and highly repeatable measurements of migration without the need for tantalum markers.
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Affiliation(s)
| | - Simon Tholén
- Department of Radiology, Lindesberg Hospital, Örebro University Hospital
| | - Sofia Carlsson
- Department of Radiology, Lindesberg Hospital, Örebro University Hospital
| | - Per Wretenberg
- Department of Medical Sciences, Section of Orthopaedics, Örebro University Hospital, Sweden
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Brodén C, Sandberg O, Sköldenberg O, Stigbrand H, Hänni M, Giles JW, Emery R, Lazarinis S, Nyström A, Olivecrona H. Low-dose CT-based implant motion analysis is a precise tool for early migration measurements of hip cups: a clinical study of 24 patients. Acta Orthop 2020; 91:260-265. [PMID: 32056507 PMCID: PMC8023951 DOI: 10.1080/17453674.2020.1725345] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Background and purpose - Early implant migration is known to be a predictive factor of clinical loosening in total hip arthroplasty (THA). Radiostereometric analysis (RSA) is the gold standard used to measure early migration in patients. However, RSA requires costly, specialized imaging equipment and the image process is complex. We determined the precision of an alternative, commercially available, CT method in 3 ongoing clinical THA studies, comprising 3 different cups.Materials and methods - 24 CT double examinations of 24 hip cups were selected consecutively from 3 ongoing prospective studies: 2 primary THA (1 cemented and 1 uncemented) and 1 THA (cemented) revision study. Precision of the CT-based implant motion analysis (CTMA) system was calculated separately for each study, using both the surface anatomy of the pelvis and metal beads placed in the pelvis.Results - For the CTMA analysis using the surface anatomy of the pelvis, the precision ranged between 0.07 and 0.31 mm in translation and 0.20° and 0.39° for rotation, respectively. For the CTMA analysis using beads the precision ranged between 0.08 and 0.20 mm in translation and between 0.20° and 0.43° for rotations. The radiation dose ranged between 0.2 and 2.3 mSv.Interpretation - CTMA achieved a clinically relevant and consistent precision between the 3 different hip cups studied. The use of different hip cup types, different CT scanners, or registration method (beads or surface anatomy) had no discernible effect on precision. Therefore, CTMA without the use of bone markers could potentially be an alternative to RSA to measure early migration.
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Affiliation(s)
- Cyrus Brodén
- Department of Surgery and Cancer, Imperial College London, London, UK; ,Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden; ,Correspondence:
| | | | - Olof Sköldenberg
- Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden;
| | - Hampus Stigbrand
- Department of Orthopedic Surgery, Länssjukhuset, Gävle, Sweden; Center for Research and Development, Uppsala University/County Council of Gävleborg, Sweden;
| | - Mari Hänni
- Department of Surgical Sciences, Section of Radiology, Uppsala University Hospital, Uppsala, Sweden;
| | - Joshua W Giles
- Department of Mechanical Engineering, University of Victoria, Victoria, BC, Canada;
| | - Roger Emery
- Department of Orthopaedic Surgery, St Mary’s Hospital, London, UK;
| | - Stergios Lazarinis
- Department of Orthopedics, Institute of Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden;
| | - Andreas Nyström
- Department of Orthopedics, Institute of Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden;
| | - Henrik Olivecrona
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
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Jacobsen A, Seehaus F, Hong Y, Cao H, Schuh A, Forst R, Sesselmann S. Model-based roentgen stereophotogrammetric analysis using elementary geometrical shape models: 10 years results of an uncemented acetabular cup component. BMC Musculoskelet Disord 2018; 19:335. [PMID: 30223820 PMCID: PMC6142331 DOI: 10.1186/s12891-018-2259-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 09/12/2018] [Indexed: 11/16/2022] Open
Abstract
Background Non-cemented acetabular cup components demonstrated different clinical performance depending on their surface texture or bearing couple. However, clinical osseointegration needs to be proved for each total joint arthroplasty (TJA) design. Aim of this study was to detect the in vivo migration pattern of a non-cemented cup design, using model-based roentgen stereophotogrammetric analysis with elementary geometrical shape models (EGS-RSA) to calculate early cup migration. Methods Interchangeable applicability of the model-based EGS-RSA method next to gold standard marker-based RSA method was assessed by clinical radiographs. Afterwards, in vivo acetabular cup migration for 39 patients in a maximum follow up of 120 months (10 years) was calculated using model-based EGS-RSA. Results For the axes with the best predictive capability for acetabular cup loosening, mean (±SD) values were calculated for migration and rotation of the cup. The cup migrated 0.16 (±0.22) mm along the cranio-caudal axis after 24 months and 0.36 (±0.72) mm after 120 months, respectively. It rotated − 0.61 (±0.57) deg. about the medio-lateral axis after 24 months and − 0.53 (±0.67) deg. after 120 months, respectively. Conclusions Interchangeable applicability of model-based EGS-RSA next to gold standard marker-based RSA method could be shown. Model-based EGS-RSA enables an in vivo migration measurement without the necessity of TJA specific surface models. Migration of the investigated acetabular cup component indicates significant migration values along all the three axes. However, migration values after the second postoperative year were within the thresholds reported in literature, indicating no risk for later aseptic component loosening of this TJA design.
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Affiliation(s)
- Anne Jacobsen
- Department of Orthopaedic Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Rathsberger Str. 57, 91054, Erlangen, Germany
| | - Frank Seehaus
- Department of Orthopaedic Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Rathsberger Str. 57, 91054, Erlangen, Germany
| | - Yutong Hong
- Department of Orthopaedic Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Rathsberger Str. 57, 91054, Erlangen, Germany
| | - Han Cao
- Department of Orthopaedic Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Rathsberger Str. 57, 91054, Erlangen, Germany
| | - Alexander Schuh
- Muskuloskelettales Zentrum, Klinikum Neumarkt, Nürnberger Str. 12, 92318, Neumarkt i. d. OPf, Germany
| | - Raimund Forst
- Department of Orthopaedic Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Rathsberger Str. 57, 91054, Erlangen, Germany
| | - Stefan Sesselmann
- Department of Orthopaedic Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Rathsberger Str. 57, 91054, Erlangen, Germany. .,Institute for Medical Technology, Ostbayerische Technische Hochschule Amberg-Weiden, Hetzenrichter Weg 15, 92637, Weiden, Germany.
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