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Arjmand H, Fialkov JA, Whyne CM. Modeling stability post zygomatic fracture reconstruction. J Plast Reconstr Aesthet Surg 2024; 91:241-248. [PMID: 38428232 DOI: 10.1016/j.bjps.2024.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 12/24/2023] [Accepted: 02/01/2024] [Indexed: 03/03/2024]
Abstract
Zygomaticomaxillary complex (ZMC) fracture repair is one of the most common surgical procedures performed in craniomaxillofacial trauma management. Miniplates and screws are used to stabilize the fractured bone using small local incisions, however, these procedures are not infrequently associated with hardware-related post-operative complications. The amount of fixation hardware utilized varies depending on the fracture pattern and surgical judgment, with three-point fixation being the conventionally accepted treatment. However, limited experimental testing and clinical studies have suggested that ZMC stabilization may be achieved with less than three-point fixation. In this study, we utilized a previously developed finite element modeling approach that allows for detailed bone and muscle representation to study the mechanical behavior of the fractured craniomaxillofacial skeleton (CMFS) under one, two, or three-point fixation of the ZMC. Results suggest that using a miniplate along the infraorbital rim in three-point fixation increases the amount of strain and load transfer to this region, rather than offloading the bone. Two-point (zygomaticomaxillary and zygomaticofrontal) fixation yielded strain patterns most similar to the intact CMFS. One-point (zygomaticofrontal) fixation resulted in higher tensile and compressive strains in the zygomaticofrontal region and the zygomatic arch, along with a higher tensile strain on the zygomatic body. These modeling results provide biomechanical evidence for the concept of over-engineering in the stabilization of facial fractures. Furthermore, they support previous suggestions that less than three-point fixation of ZMC fractures may be adequate to achieve uneventful healing.
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Affiliation(s)
- Hanieh Arjmand
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Canada; Institute of Biomedical Engineering, University of Toronto, Canada.
| | - Jeffrey A Fialkov
- Institute of Biomedical Engineering, University of Toronto, Canada; Department of Surgery, University of Toronto, Canada; Division of Plastic Surgery, Sunnybrook Health Sciences Centre, Canada.
| | - Cari M Whyne
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Canada; Institute of Biomedical Engineering, University of Toronto, Canada; Department of Surgery, University of Toronto, Canada.
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Fishman Z, Mainprize JG, Edwards G, Antonyshyn O, Hardisty M, Whyne CM. Thickness and design features of clinical cranial implants-what should automated methods strive to replicate? Int J Comput Assist Radiol Surg 2024:10.1007/s11548-024-03068-4. [PMID: 38430381 DOI: 10.1007/s11548-024-03068-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 01/24/2024] [Indexed: 03/03/2024]
Abstract
PURPOSE New deep learning and statistical shape modelling approaches aim to automate the design process for patient-specific cranial implants, as highlighted by the MICCAI AutoImplant Challenges. To ensure applicability, it is important to determine if the training data used in developing these algorithms represent the geometry of implants designed for clinical use. METHODS Calavera Surgical Design provided a dataset of 206 post-craniectomy skull geometries and their clinically used implants. The MUG500+ dataset includes 29 post-craniectomy skull geometries and implants designed for automating design. For both implant and skull shapes, the inner and outer cortical surfaces were segmented, and the thickness between them was measured. For the implants, a 'rim' was defined that transitions from the repaired defect to the surrounding skull. For unilateral defect cases, skull implants were mirrored to the contra-lateral side and thickness differences were quantified. RESULTS The average thickness of the clinically used implants was 6.0 ± 0.5 mm, which approximates the thickness on the contra-lateral side of the skull (relative difference of -0.3 ± 1.4 mm). The average thickness of the MUG500+ implants was 2.9 ± 1.0 mm, significantly thinner than the intact skull thickness (relative difference of 2.9 ± 1.2 mm). Rim transitions in the clinical implants (average width of 8.3 ± 3.4 mm) were used to cap and create a smooth boundary with the skull. CONCLUSIONS For implant modelers or manufacturers, this shape analysis quantified differences of cranial implants (thickness, rim width, surface area, and volume) to help guide future automated design algorithms. After skull completion, a thicker implant can be more versatile for cases involving muscle hollowing or thin skulls, and wider rims can smooth over the defect margins to provide more stability. For clinicians, the differing measurements and implant designs can help inform the options available for their patient specific treatment.
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Affiliation(s)
- Z Fishman
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada.
| | | | | | - Oleh Antonyshyn
- Calavera Surgical Design Inc., Toronto, ON, Canada
- Division of Plastic Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Michael Hardisty
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - C M Whyne
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
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Tolgyesi A, Huang C, Akens M, Kiss A, Hardisty M, Whyne CM. Treatment affects load to failure and microdamage accumulation in healthy and osteolytic rat vertebrae. J Mech Behav Biomed Mater 2024; 151:106382. [PMID: 38211499 DOI: 10.1016/j.jmbbm.2024.106382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 12/22/2023] [Accepted: 01/03/2024] [Indexed: 01/13/2024]
Abstract
Bone turnover and microdamage are impacted by the presence of skeletal metastases which can contribute to increased fracture risk. Treatments for metastatic disease may further impact bone quality. This exploratory study aimed to establish an initial understanding of microdamage accumulation and load to failure in healthy and osteolytic rat vertebrae following focal and systemic cancer treatment (docetaxel (DTX), stereotactic body radiotherapy (SBRT), or zoledronic acid (ZA)). Osteolytic spine metastases were developed in 6-week-old athymic female rats via intracardiac injection of HeLa human cervical cancer cells (day 0). Additional rats served as healthy controls. Rats were either untreated, received SBRT to the T10-L6 vertebrae on day 14 (15 Gy, two fractions), DTX on day 7 or 14, or ZA on day 7. Rats were euthanized on day 21. Tumor burden was assessed with bioluminescence images acquired on day 14 and 21, histology of the excised T11 and L5 vertebrae, and ex-vivo μCT images of the T13-L4. Microstructural parameters (bone volume/total volume, trabecular number, spacing, thickness, and bone mineral density) were measured from L2 vertebrae. Load to failure was measured with axial compressive loading of the L1-L3 motion segments. Microdamage accumulation was labeled in T13 vertebrae with BaSO4 staining and was visualized with high resolution μCT imaging. Microdamage volume fraction was defined as the ratio of BaSO4 to bone volume. DTX administered on day 7 reduced tumor growth significantly (p < 0.05). Microdamage accumulation was found to be increased by the presence of metastases but was reduced by all treatments with ZA showing the largest improvement in HeLa cell injected rats. Load to failure was decreased in untreated and SBRT HeLa cell injected rats compared to healthy controls (p < 0.01). There was a moderate negative correlation between load to failure and microdamage volume fraction in vertebrae from rats injected with HeLa cells (R = -0.35, p = 0.031). Strong correlations were also found between microstructural parameters and load to failure and microdamage accumulation. Several factors, including the presence of osteolytic lesions and use of cancer therapies, influence microdamage accumulation and load to failure in rat vertebrae. Understanding the impact of these treatments on fracture risk of metastatic vertebrae is important to improve management of patients with spinal metastases.
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Affiliation(s)
- Allison Tolgyesi
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada; Institute of Biomedical Engineering, Faculty of Engineering, University of Toronto, 164 College Street, Toronto, ON, M5S 3G9, Canada.
| | - Christine Huang
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada; Division of Engineering Science, Faculty of Engineering, University of Toronto, 42 St George Street, Toronto, ON, M5S 2E4, Canada
| | - Margarete Akens
- Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, 149 College Street, Toronto, ON, M5T 1P5, Canada; Techna Institute, University Health Network, 190 Elizabeth Street, Toronto, ON, M5G 2C4, Canada; Department of Medical Biophysics, University of Toronto, 101 College Street, Toronto, ON, M5G 1L7, Canada
| | - Alex Kiss
- Department of Research Design and Biostatistics, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Michael Hardisty
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada; Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, 149 College Street, Toronto, ON, M5T 1P5, Canada
| | - Cari M Whyne
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada; Institute of Biomedical Engineering, Faculty of Engineering, University of Toronto, 164 College Street, Toronto, ON, M5S 3G9, Canada; Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, 149 College Street, Toronto, ON, M5T 1P5, Canada
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Whyne CM, Underwood G, Davidson SRH, Robert N, Huang C, Akens MK, Fichtinger G, Yee AJM, Hardisty M. Development and validation of a radiofrequency ablation treatment planning system for vertebral metastases. Int J Comput Assist Radiol Surg 2023; 18:2339-2347. [PMID: 37245180 DOI: 10.1007/s11548-023-02952-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 05/05/2023] [Indexed: 05/29/2023]
Abstract
PURPOSE Bone-targeted radiofrequency ablation (RFA) is widely used in the treatment of vertebral metastases. While radiation therapy utilizes established treatment planning systems (TPS) based on multimodal imaging to optimize treatment volumes, current RFA of vertebral metastases has been limited to qualitative image-based assessment of tumour location to direct probe selection and access. This study aimed to design, develop and evaluate a computational patient-specific RFA TPS for vertebral metastases. METHODS A TPS was developed on the open-source 3D slicer platform, including procedural setup, dose calculation (based on finite element modelling), and analysis/visualization modules. Usability testing was carried out by 7 clinicians involved in the treatment of vertebral metastases on retrospective clinical imaging data using a simplified dose calculation engine. In vivo evaluation was performed in a preclinical porcine model (n = 6 vertebrae). RESULTS Dose analysis was successfully performed, with generation and display of thermal dose volumes, thermal damage, dose volume histograms and isodose contours. Usability testing showed an overall positive response to the TPS as beneficial to safe and effective RFA. The in vivo porcine study showed good agreement between the manually segmented thermally damaged volumes vs. the damage volumes identified from the TPS (Dice Similarity Coefficient = 0.71 ± 0.03, Hausdorff distance = 1.2 ± 0.1 mm). CONCLUSION A TPS specifically dedicated to RFA in the bony spine could help account for tissue heterogeneities in both thermal and electrical properties. A TPS would enable visualization of damage volumes in 2D and 3D, assisting clinicians in decisions about potential safety and effectiveness prior to performing RFA in the metastatic spine.
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Affiliation(s)
- Cari M Whyne
- Orthopaedic Biomechanics Lab, Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, ON, Canada.
- Department of Surgery, University of Toronto, Toronto, ON, Canada.
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada.
| | - Grace Underwood
- School of Computing, Queen's University, Kingston, ON, Canada
| | | | - Normand Robert
- Orthopaedic Biomechanics Lab, Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Christine Huang
- Orthopaedic Biomechanics Lab, Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Margarete K Akens
- Department of Surgery, University of Toronto, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Techna Institute, University Health Network, Toronto, ON, Canada
| | | | - Albert J M Yee
- Orthopaedic Biomechanics Lab, Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
| | - Michael Hardisty
- Orthopaedic Biomechanics Lab, Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
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Arjmand H, Clement A, Hardisty M, Fialkov JA, Whyne CM. Artificial Intelligence-Based Modeling Can Predict Face Shape Based on Underlying Craniomaxillofacial Bone. J Craniofac Surg 2023; 34:1915-1921. [PMID: 37639641 DOI: 10.1097/scs.0000000000009597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 06/26/2023] [Indexed: 08/31/2023] Open
Abstract
Reconstructing facial deformities is often challenging due to the complex 3-dimensional (3D) anatomy of the craniomaxillofacial skeleton and overlying soft tissue structures. Bilateral injuries cannot benefit from mirroring techniques and as such preinjury information (eg, 2D pictures or 3D imaging) may be utilized to determine or estimate the desired 3D face shape. When patient-specific information is not available, other options such as statistical shape models may be employed; however, these models require registration to a consistent orientation which may be challenging. Artificial intelligence (AI) has been used to identify facial features and generate highly realistic simulated faces. As such, it was hypothesized that AI can be used to predict 3D face shape by learning its relationship with the underlying bone surface anatomy in a subject-specific manner. An automated image processing and AI modeling workflow using a modified 3D UNet was generated to estimate 3D face shape using the underlying bone geometry and additional metadata (eg, body mass index and age) obtained from 5 publicly available computed tomography imaging datasets. Visually, the trained models provided a reasonable prediction of the contour and geometry of the facial tissues. The pipeline achieved a validation dice=0.89 when trained on the combined 5 datasets, with the highest dice=0.925 achieved with the single HNSCC dataset. Estimated predefect facial geometry may ultimately be used to aid preoperative craniomaxillofacial surgical planning, providing geometries for intraoperative templates, guides, navigation, molds, and forming tools. Automated face shape prediction may additionally be useful in forensic studies to aid in the identification of unknown skull remains.
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Affiliation(s)
- Hanieh Arjmand
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute
- Institute of Biomedical Engineering, University of Toronto
| | | | - Michael Hardisty
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute
- Department of Surgery, University of Toronto
| | - Jeffrey A Fialkov
- Institute of Biomedical Engineering, University of Toronto
- Department of Surgery, University of Toronto
- Division of Plastic Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Cari M Whyne
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute
- Institute of Biomedical Engineering, University of Toronto
- Department of Surgery, University of Toronto
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Arjmand H, Billig A, Clement A, Hopfgartner A, Whyne CM, Fialkov JA. Is three-point fixation needed to mechanically stabilize zygomaticomaxillary complex fractures? J Plast Reconstr Aesthet Surg 2023; 84:47-53. [PMID: 37320951 DOI: 10.1016/j.bjps.2023.04.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 04/26/2023] [Indexed: 06/17/2023]
Abstract
Fixation is critical in zygomaticomaxillary complex (ZMC) fractures to avoid malunion; however, controversy exists as to how much hardware is required to achieve adequate stability. Current fixation regimens may not represent the minimum stabilization needed for uneventful healing. Craniomaxillofacial (CMF) computational models have shown limited load transmission through the infraorbital rim (IOR), and a previous experimental study of ZMC fractures has suggested that IOR plating does not alter CMF bone strain patterns. This study aimed to measure the impact of stabilization on fracture site displacement under muscle loading, testing the hypothesis that three-point fixation is not critical for ZMC fracture stability. Four ZMC complex fractures were simulated on two cadaveric samples and stabilized with three-point plating. Displacements simulating mouth openings of 20 mm and 30 mm were applied to the mandible using a custom apparatus. Fracture gap displacement under load was measured at multiple points along each fracture line, and bone strain was captured using a combination of uniaxial and rosette gauges. Data capture was repeated with the IOR plate removed (two-point fixation) and with the zygomaticomaxillary plate removed (one-point fixation). Fracture displacement under muscle loading was consistent, with gaps of less than 1 mm in 95% of cases (range 0.05-1.44 mm), reflecting clinical stability. Large variabilities were observed in the strain measurements, which may reflect the complexity of CMFS load patterns and the sensitivity of strain values to gauge placement. This study supports the concept of hardware reduction, suggesting that two-point (or even one-point) fixation may provide sufficient stability for a ZMC fracture under applied muscle loading.
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Affiliation(s)
- Hanieh Arjmand
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Canada; Institute of Biomedical Engineering, University of Toronto, Canada.
| | - Allan Billig
- Division of Plastic Surgery, Sunnybrook Health Sciences Centre, Canada.
| | - Allison Clement
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Canada.
| | - Adam Hopfgartner
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Canada.
| | - Cari M Whyne
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Canada; Institute of Biomedical Engineering, University of Toronto, Canada; Department of Surgery, University of Toronto, Canada.
| | - Jeffrey A Fialkov
- Institute of Biomedical Engineering, University of Toronto, Canada; Department of Surgery, University of Toronto, Canada; Division of Plastic Surgery, Sunnybrook Health Sciences Centre, Canada.
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Hardisty M, Wei YT, Hontscharuk R, Ibrahimi A, Antonyshyn O, Edwards G, Mainprize JG, Whyne CM. Accuracy of Orbital Shape Reconstruction-Comparative Analysis of Errors in Implant Shape Versus Implant Positioning: A Cadaveric Study. J Craniofac Surg 2023; 34:1727-1731. [PMID: 37552131 DOI: 10.1097/scs.0000000000009566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 05/24/2023] [Indexed: 08/09/2023] Open
Abstract
INTRODUCTION Orbital blowout fractures are commonly reconstructed with implants shaped to repair orbital cavity defects, restore ocular position and projection, and correct diplopia. Orbital implant shaping has traditionally been performed manually by surgeons, with more recent use of computer-assisted design (CAD). Accuracy of implant placement is also key to reconstruction. This study compares the placement accuracy of orbital implants, testing the hypothesis that CAD-shaped implants indexed to patient anatomy will better restore orbit geometry compared with manually shaped implants and manually placed implants. METHODS The placement accuracy of orbital implants was assessed within a cadaveric blowout fracture model (3 skulls, 6 orbits) via 3-dimensional CT analysis. Defects were repaired with 4 different techniques: manually placed-manually shaped composite (titanium-reinforced porous polyethylene), manually placed CAD composite, indexed placed CAD composite, and indexed placed CAD titanium mesh. RESULTS Implant placement accuracy differed significantly with the implant preparation method ( P =0.01). Indexing significantly improved the placement accuracy ( P =0.002). Indexed placed titanium mesh CAD implants (1.42±0.33 mm) were positioned significantly closer to the intact surface versus manually placed-manually shaped composite implants (2.12±0.39 mm). DISCUSSION Computer-assisted design implants indexed to patient geometry yielded average errors below the acceptable threshold (2 mm) for enophthalmos and diplopia. This study highlights the importance of adequately indexing CAD-designed implants to patient geometry to ensure accurate orbital reconstructions.
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Affiliation(s)
- Michael Hardisty
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute
- Physical Sciences, Sunnybrook Research Institute
- Department of Surgery
| | - Yuan Tao Wei
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute
- Biomedical Engineering, University of Toronto
| | | | - Amani Ibrahimi
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute
| | - Oleh Antonyshyn
- Department of Surgery
- Division of Plastic Surgery, Sunnybrook Health Sciences Centre
- Calavera Surgical Design, Toronto, Ontario, Canada
| | | | - James G Mainprize
- Physical Sciences, Sunnybrook Research Institute
- Calavera Surgical Design, Toronto, Ontario, Canada
| | - Cari M Whyne
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute
- Physical Sciences, Sunnybrook Research Institute
- Department of Surgery
- Biomedical Engineering, University of Toronto
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Li J, Ellis DG, Kodym O, Rauschenbach L, Rieß C, Sure U, Wrede KH, Alvarez CM, Wodzinski M, Daniol M, Hemmerling D, Mahdi H, Clement A, Kim E, Fishman Z, Whyne CM, Mainprize JG, Hardisty MR, Pathak S, Sindhura C, Gorthi RKSS, Kiran DV, Gorthi S, Yang B, Fang K, Li X, Kroviakov A, Yu L, Jin Y, Pepe A, Gsaxner C, Herout A, Alves V, Španěl M, Aizenberg MR, Kleesiek J, Egger J. Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge. Med Image Anal 2023; 88:102865. [PMID: 37331241 DOI: 10.1016/j.media.2023.102865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 05/23/2023] [Accepted: 06/02/2023] [Indexed: 06/20/2023]
Abstract
Cranial implants are commonly used for surgical repair of craniectomy-induced skull defects. These implants are usually generated offline and may require days to weeks to be available. An automated implant design process combined with onsite manufacturing facilities can guarantee immediate implant availability and avoid secondary intervention. To address this need, the AutoImplant II challenge was organized in conjunction with MICCAI 2021, catering for the unmet clinical and computational requirements of automatic cranial implant design. The first edition of AutoImplant (AutoImplant I, 2020) demonstrated the general capabilities and effectiveness of data-driven approaches, including deep learning, for a skull shape completion task on synthetic defects. The second AutoImplant challenge (i.e., AutoImplant II, 2021) built upon the first by adding real clinical craniectomy cases as well as additional synthetic imaging data. The AutoImplant II challenge consisted of three tracks. Tracks 1 and 3 used skull images with synthetic defects to evaluate the ability of submitted approaches to generate implants that recreate the original skull shape. Track 3 consisted of the data from the first challenge (i.e., 100 cases for training, and 110 for evaluation), and Track 1 provided 570 training and 100 validation cases aimed at evaluating skull shape completion algorithms at diverse defect patterns. Track 2 also made progress over the first challenge by providing 11 clinically defective skulls and evaluating the submitted implant designs on these clinical cases. The submitted designs were evaluated quantitatively against imaging data from post-craniectomy as well as by an experienced neurosurgeon. Submissions to these challenge tasks made substantial progress in addressing issues such as generalizability, computational efficiency, data augmentation, and implant refinement. This paper serves as a comprehensive summary and comparison of the submissions to the AutoImplant II challenge. Codes and models are available at https://github.com/Jianningli/Autoimplant_II.
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Affiliation(s)
- Jianning Li
- Institute for AI in Medicine (IKIM), University Medicine Essen, Girardetstraße 2, 45131 Essen, Germany; Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, 8010 Graz, Austria; Computer Algorithms for Medicine Laboratory, Graz, Austria.
| | - David G Ellis
- Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Oldřich Kodym
- Graph@FIT, Brno University of Technology, Brno, Czech Republic
| | - Laurèl Rauschenbach
- Department of Neurosurgery and Spine Surgery, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany
| | - Christoph Rieß
- Department of Neurosurgery and Spine Surgery, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany
| | - Ulrich Sure
- Department of Neurosurgery and Spine Surgery, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany
| | - Karsten H Wrede
- Department of Neurosurgery and Spine Surgery, University Hospital Essen, Hufelandstrasse 55, 45147 Essen, Germany
| | - Carlos M Alvarez
- Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Marek Wodzinski
- AGH University of Science and Technology, Department of Measurement and Electronics, Krakow, Poland; University of Applied Sciences Western Switzerland (HES-SO Valais), Information Systems Institute, Sierre, Switzerland
| | - Mateusz Daniol
- AGH University of Science and Technology, Department of Measurement and Electronics, Krakow, Poland
| | - Daria Hemmerling
- AGH University of Science and Technology, Department of Measurement and Electronics, Krakow, Poland
| | - Hamza Mahdi
- Sunnybrook Research Institute, Toronto, ON, Canada
| | | | - Evan Kim
- Sunnybrook Research Institute, Toronto, ON, Canada
| | | | - Cari M Whyne
- Sunnybrook Research Institute, Toronto, ON, Canada; Division of Orthopaedic Surgery, University of Toronto, Toronto, ON, M5T 1P5, Canada
| | - James G Mainprize
- Sunnybrook Research Institute, Toronto, ON, Canada; Calavera Surgical Design Inc., Toronto, ON, Canada
| | - Michael R Hardisty
- Sunnybrook Research Institute, Toronto, ON, Canada; Division of Orthopaedic Surgery, University of Toronto, Toronto, ON, M5T 1P5, Canada
| | - Shashwat Pathak
- Department of Electrical Engineering, Indian Institute of Technology, Tirupati, India
| | - Chitimireddy Sindhura
- Department of Electrical Engineering, Indian Institute of Technology, Tirupati, India
| | | | - Degala Venkata Kiran
- Department of Mechanical Engineering, Indian Institute of Technology, Tirupati, India
| | - Subrahmanyam Gorthi
- Department of Electrical Engineering, Indian Institute of Technology, Tirupati, India
| | - Bokai Yang
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Ke Fang
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Xingyu Li
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Artem Kroviakov
- Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, 8010 Graz, Austria
| | - Lei Yu
- Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, 8010 Graz, Austria
| | - Yuan Jin
- Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, 8010 Graz, Austria; Computer Algorithms for Medicine Laboratory, Graz, Austria
| | - Antonio Pepe
- Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, 8010 Graz, Austria; Computer Algorithms for Medicine Laboratory, Graz, Austria
| | - Christina Gsaxner
- Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, 8010 Graz, Austria; Computer Algorithms for Medicine Laboratory, Graz, Austria
| | - Adam Herout
- Graph@FIT, Brno University of Technology, Brno, Czech Republic
| | - Victor Alves
- ALGORITMI Research Centre/LASI, University of Minho, Braga, Portugal
| | | | - Michele R Aizenberg
- Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Jens Kleesiek
- Institute for AI in Medicine (IKIM), University Medicine Essen, Girardetstraße 2, 45131 Essen, Germany
| | - Jan Egger
- Institute for AI in Medicine (IKIM), University Medicine Essen, Girardetstraße 2, 45131 Essen, Germany; Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, 8010 Graz, Austria; Computer Algorithms for Medicine Laboratory, Graz, Austria.
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Khan M, Parshad S, Naimi MF, Sidhu AK, Lyons F, Hardisty MR, Whyne CM, Smoragiewicz M, Phillips CM, Briones J, Emmenegger U. Sarcopenia in Men With Bone-Predominant Metastatic Castration-Resistant Prostate Cancer Undergoing Ra-223 Therapy. Clin Genitourin Cancer 2023; 21:e228-e235.e1. [PMID: 36849325 DOI: 10.1016/j.clgc.2023.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 01/19/2023] [Accepted: 01/21/2023] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Osteosarcopenia is the progressive loss of musculoskeletal structure and functionality, contributing to disability and mortality. Despite complex interactions between bone and muscle, osteosarcopenia prevention and treatment in men with metastatic castration-resistant prostate cancer (mCRPC) focuses predominantly on bone health. It is unknown whether Radium-223 (Ra-223) therapy affects sarcopenia. METHODS We identified 52 patients with mCRPC who had received Ra-223 and had a baseline plus ≥1 follow-up abdominopelvic CT scan. The total contour area (TCA) and averaged Hounsfield units (HU) of the left and right psoas muscles were obtained at the inferior L3 endplate, and the psoas muscle index (PMI) was calculated therefrom. Intrapatient musculoskeletal changes were analyzed across various time points. RESULTS TCA and PMI gradually declined over the study period (P = .002, P = .003, respectively), but Ra-223 therapy did not accelerate sarcopenia, nor the decline of HU compared to the pre-Ra-223 period. The median overall survival of patients with baseline sarcopenia was numerically worse (14.93 vs. 23.23 months, HR 0.612, P = .198). CONCLUSIONS Ra-223 does not accelerate sarcopenia. Thus, worsening muscle parameters in men with mCRPC undergoing Ra-223 therapy are attributable to other factors. Further research is needed to determine whether baseline sarcopenia predicts poor overall survival in such patients.
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Affiliation(s)
- Maira Khan
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada
| | - Shruti Parshad
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada
| | - Mahdi F Naimi
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada
| | - Amanjot K Sidhu
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada
| | - Frank Lyons
- Department of Orthopaedic Surgery, Mater University Hospital, Dublin, Ireland; School of Medicine, University College Dublin, Dublin, Ireland
| | - Michael R Hardisty
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada; Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Cari M Whyne
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada; Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Martin Smoragiewicz
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Cameron M Phillips
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada; Department of Medical Oncology, Niagara Health Systems, St. Catharines, Ontario, Canada
| | - Juan Briones
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada
| | - Urban Emmenegger
- Sunnybrook Research Institute and Odette Cancer Centre, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada.
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10
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Ghomashchi S, Clement A, Whyne CM, Akens MK. Establishment and Image based evaluation of a New Preclinical Rat Model of Osteoblastic Bone Metastases. Clin Exp Metastasis 2022; 39:833-840. [PMID: 35819644 DOI: 10.1007/s10585-022-10175-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/08/2022] [Indexed: 11/28/2022]
Abstract
Bone remodeling is disrupted in the presence of metastases and can present as osteolytic, osteoblastic or a mixture of the two. Established rat models of osteolytic and mixed metastases have been identified changes in structural and tissue-level properties of bone. The aim of this work was to establish a preclinical rat model of osteoblastic metastases and characterize bone quality changes through image-based evaluation. Female athymic rats (n = 22) were inoculated with human breast cancer cells ZR-75-1 and tumor development tracked over 3-4 months with bioluminescence and in-vivo µCT imaging. Bone tissue-level stereological features were quantified on ex-vivo µCT imaging. Histopathology verified the presence of osteoblastic bone. Bone mineral density distribution was assessed via backscattered electron microscopy. Newly formed osteoblastic bone was associated with reduced mineral content and increased heterogeneity leading to an overall degraded bone quality. Characterizing changes in osteoblastic bone properties is relevant to pre-clinical therapeutic testing and treatment planning.
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Affiliation(s)
- Soroush Ghomashchi
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Allison Clement
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
| | - Cari M Whyne
- Sunnybrook Research Institute, Toronto, ON, Canada.,Department of Surgery, University of Toronto, 101 College Street, Rm 15-311, M5G 1L7, Toronto, ON, Canada
| | - Margarete K Akens
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada. .,Department of Surgery, University of Toronto, 101 College Street, Rm 15-311, M5G 1L7, Toronto, ON, Canada. .,Techna Institute, University Health Network, 101 College Street, Rm 15-311, M5G 1L7, Toronto, ON, Canada.
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11
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Hopfgartner A, Burns D, Suppiah S, Martin AR, Hardisty M, Whyne CM. Bullseye EVD: preclinical evaluation of an intra-procedural system to confirm external ventricular drainage catheter positioning. Int J Comput Assist Radiol Surg 2022; 17:1191-1199. [PMID: 35633491 DOI: 10.1007/s11548-022-02679-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 05/10/2022] [Indexed: 11/05/2022]
Abstract
PURPOSE External ventricular drainage (EVD) is a life-saving procedure indicated for elevated intracranial pressure. A catheter is inserted into the ventricles to drain cerebrospinal fluid and release the pressure on the brain. However, the standard freehand EVD technique results in catheter malpositioning in up to 60.1% of procedures. This proof-of-concept study aimed to evaluate the registration accuracy of a novel image-based verification system "Bullseye EVD" in a preclinical cadaveric model of catheter placement. METHODS Experimentation was performed on both sides of 3 cadaveric heads (n = 6). After a pre-interventional CT scan, a guidewire simulating the EVD catheter was inserted as in a clinical EVD procedure. 3D structured light images (Einscan, Shining 3D, China) were acquired of an optical tracker placed over the guidewire on the surface of the scalp, along with three distinct cranial regions (scalp, face, and ear). A computer vision algorithm was employed to determine the guidewire position based on the pre-interventional CT scan and the intra-procedural optical imaging. A post-interventional CT scan was used to validate the performance of the Bullseye optical imaging system in terms of trajectory and offset errors. RESULTS Optical images which combined facial features and exposed scalp within the surgical field resulted in the lowest trajectory and offset errors of 1.28° ± 0.38° and 0.33 ± 0.19 mm, respectively. Mean duration of the optical imaging procedure was 128 ± 35 s. CONCLUSIONS The Bullseye EVD system presents an accurate patient-specific method to verify freehand EVD positioning. Use of facial features was critical to registration accuracy. Workflow automation and development of a user interface must be considered for future clinical evaluation.
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Affiliation(s)
- Adam Hopfgartner
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada
| | - David Burns
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Orthopaedic Surgery, University of Toronto, Toronto, ON, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
| | - Suganth Suppiah
- Division of Neurosurgery, University of Toronto, Toronto, ON, Canada
| | - Allan R Martin
- Department of Neurological Surgery, University of California, Davis, Sacramento, CA, USA
| | - Michael Hardisty
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Orthopaedic Surgery, University of Toronto, Toronto, ON, Canada
| | - Cari M Whyne
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada.
- Division of Orthopaedic Surgery, University of Toronto, Toronto, ON, Canada.
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada.
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12
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Abstract
AIMS This study investigates head-neck taper corrosion with varying head size in a novel hip simulator instrumented to measure corrosion related electrical activity under torsional loads. METHODS In all, six 28 mm and six 36 mm titanium stem-cobalt chrome head pairs with polyethylene sockets were tested in a novel instrumented hip simulator. Samples were tested using simulated gait data with incremental increasing loads to determine corrosion onset load and electrochemical activity. Half of each head size group were then cycled with simulated gait and the other half with gait compression only. Damage was measured by area and maximum linear wear depth. RESULTS Overall, 36 mm heads had lower corrosion onset load (p = 0.009) and change in open circuit potential (OCP) during simulated gait with (p = 0.006) and without joint movement (p = 0.004). Discontinuing gait's joint movement decreased corrosion currents (p = 0.042); however, wear testing showed no significant effect of joint movement on taper damage. In addition, 36 mm heads had greater corrosion area (p = 0.050), but no significant difference was found for maximum linear wear depth (p = 0.155). CONCLUSION Larger heads are more susceptible to taper corrosion; however, not due to frictional torque as hypothesized. An alternative hypothesis of taper flexural rigidity differential is proposed. Further studies are necessary to investigate the clinical significance and underlying mechanism of this finding. Cite this article: Bone Jt Open 2021;2(11):1004-1016.
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Affiliation(s)
- Christian M Wight
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Cari M Whyne
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Earl R Bogoch
- Department of Surgery, University of Toronto, Brookfield Chair in Fracture Prevention, Toronto, Ontario, Canada
| | - Radovan Zdero
- London Health Science Centre, Western University, London, Ontario, Canada
| | - Ryan M Chapman
- London Health Science Centre, Western University, London, Ontario, Canada
| | - Douglas W van Citters
- Thayer School of Engineering at Dartmouth College, Western University, Hanover, New Hampshire, USA
| | - William R Walsh
- Surgical and Orthopaedic Research Laboratory, UNSW Prince of Wales Clinical School, Randwick, New South Wales, Australia
| | - Emil Schemitsch
- Division of Orthopaedic Surgery, Department of Surgery, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
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13
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Ebrahimi H, Saddlemyre J, Robert N, Burns D, Yee AJM, Tomescu S, Whyne CM. Femoral Antegrade Starting Tool (FAST) for intramedullary nailing. J Med Eng Technol 2021; 46:46-58. [PMID: 34678121 DOI: 10.1080/03091902.2021.1983052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Intramedullary (IM) nailing is the standard of care for adult lower extremity long bone fracture stabilisation. Key to this procedure is obtaining the correct entry point and trajectory for initial guide pin insertion. This work presents the Femoral Antegrade Starting Tool (FAST), a surgical tool that addresses the lack of connectivity in utilising sequential 2D fluoroscopic images to achieve 3D alignment of femoral guide pin placement. The user centred design and development of FAST is introduced and the performance of this device evaluated during guide pin insertion for femoral IM nailing in a series of sawbones and cadaveric models leading to a first in human clinical cohort study. The results demonstrated the potential of FAST to improve time and consistency of the guide pin insertion for femoral IM nailing for less experienced surgeons and trainees. Overall, FAST was found to be easy to use with a high degree of clinical interest (particularly for use in large patients) and acceptance motivating continued development of this new technology.
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Affiliation(s)
- Hamid Ebrahimi
- Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, Canada.,Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
| | - Justin Saddlemyre
- Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, Canada.,Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
| | - Normand Robert
- Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, Canada
| | - David Burns
- Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, Canada.,Institute of Biomedical Engineering, University of Toronto, Toronto, Canada.,Division of Orthopaedic Surgery, University of Toronto, Toronto, Canada
| | - Albert J M Yee
- Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, Canada.,Institute of Biomedical Engineering, University of Toronto, Toronto, Canada.,Division of Orthopaedic Surgery, University of Toronto, Toronto, Canada
| | - Sebastian Tomescu
- Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, Canada.,Division of Orthopaedic Surgery, University of Toronto, Toronto, Canada
| | - Cari M Whyne
- Holland Bone and Joint Program, Sunnybrook Research Institute, Toronto, Canada.,Institute of Biomedical Engineering, University of Toronto, Toronto, Canada.,Division of Orthopaedic Surgery, University of Toronto, Toronto, Canada
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14
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Yassine AA, Lo WCY, Saeidi T, Ferguson D, Whyne CM, Akens MK, Betz V, Lilge L. Photodynamic therapy outcome modelling for patients with spinal metastases: a simulation-based study. Sci Rep 2021; 11:17871. [PMID: 34504208 PMCID: PMC8429418 DOI: 10.1038/s41598-021-97407-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 08/18/2021] [Indexed: 02/07/2023] Open
Abstract
Spinal metastases often occur in the advanced stages of breast, lung or prostate cancer, resulting in a significant impact on the patient's quality of life. Current treatment modalities for spinal metastases include both systemic and localized treatments that aim to decrease pain, improve mobility and structural stability, and control tumour growth. With the development of non-toxic photosensitizer drugs, photodynamic therapy (PDT) has shown promise as a minimally invasive non-thermal alternative in oncology, including for spinal metastases. To apply PDT to spinal metastases, predictive algorithms that optimize tumour treatment and minimize the risk of spinal cord damage are needed to assess the feasibility of the treatment and encourage a broad acceptance of PDT in clinical trials. This work presents a framework for PDT modelling and planning, and simulates the feasibility of using a BPD-MA mediated PDT to treat bone metastases at two different wavelengths (690 nm and 565 nm). An open-source software for PDT planning, PDT-SPACE, is used to evaluate different configurations of light diffusers (cut-end and cylindrical) fibres with optimized power allocation in order to minimize the damage to spinal cord or maximize tumour destruction. The work is simulated on three CT images of metastatically involved vertebrae acquired from three patients with spinal metastases secondary to colorectal or lung cancer. Simulation results show that PDT at a 565 nm wavelength has the ability to treat 90% of the metastatic lesion with less than 17% damage to the spinal cord. However, the energy required, and hence treatment time, to achieve this outcome with the 565 nm is infeasible. The energy required and treatment time for the longer wavelength of 690 nm is feasible ([Formula: see text] min), but treatment aimed at 90% of the metastatic lesion would severely damage the proximal spinal cord. PDT-SPACE provides a simulation platform that can be used to optimize PDT delivery in the metastatic spine. While this work serves as a prospective methodology to analyze the feasibility of PDT for tumour ablation in the spine, preclinical studies in an animal model are ongoing to elucidate the spinal cord damage extent as a function of PDT dose, and the resulting short and long term functional impairments. These will be required before there can be any consideration of clinical trials.
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Affiliation(s)
- Abdul-Amir Yassine
- grid.17063.330000 0001 2157 2938Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G8 Canada
| | - William C. Y. Lo
- grid.38142.3c000000041936754XHarvard Medical School, Boston, MA 02115 USA ,grid.116068.80000 0001 2341 2786Division of Health Sciences and Technology, Harvard-Massachusetts Institute of Technology, Cambridge, MA 02142 USA
| | - Tina Saeidi
- grid.17063.330000 0001 2157 2938Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7 Canada
| | - Dallis Ferguson
- grid.17063.330000 0001 2157 2938Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9 Canada ,grid.17063.330000 0001 2157 2938Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON M4N 3M5 Canada
| | - Cari M. Whyne
- grid.17063.330000 0001 2157 2938Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9 Canada ,grid.17063.330000 0001 2157 2938Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON M4N 3M5 Canada ,grid.17063.330000 0001 2157 2938Department of Surgery, University of Toronto, Toronto, ON M5G 1L7 Canada ,grid.17063.330000 0001 2157 2938Holland Bone and Joint Research Program, Sunnybrook Research Institute, Toronto, ON M4N 3M5 Canada
| | - Margarete K. Akens
- grid.17063.330000 0001 2157 2938Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7 Canada ,grid.17063.330000 0001 2157 2938Department of Surgery, University of Toronto, Toronto, ON M5G 1L7 Canada ,grid.231844.80000 0004 0474 0428Techna Institute, University Health Network, Toronto, ON M5T 1P5 Canada
| | - Vaughn Betz
- grid.17063.330000 0001 2157 2938Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G8 Canada
| | - Lothar Lilge
- grid.17063.330000 0001 2157 2938Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7 Canada ,grid.231844.80000 0004 0474 0428Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 1L7 Canada
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15
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Ghomashchi S, Whyne CM, Chinnery T, Habach F, Akens MK. Impact of radiofrequency ablation (RFA) on bone quality in a murine model of bone metastases. PLoS One 2021; 16:e0256076. [PMID: 34495961 PMCID: PMC8425524 DOI: 10.1371/journal.pone.0256076] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 07/30/2021] [Indexed: 01/22/2023] Open
Abstract
Thermal therapies such as radiofrequency ablation (RFA) are gaining widespread clinical adoption in the local treatment of skeletal metastases. RFA has been shown to successfully destroy tumor cells, yet the impact of RFA on the quality of the surrounding bone has not been well characterized. RFA treatment was performed on femora of rats with bone metastases (osteolytic and osteoblastic) and healthy age matched rats. Histopathology, second harmonic generation imaging and backscatter electron imaging were used to characterize changes in the structure, organic and mineral components of the bone after RFA. RFA treatment was shown to be effective in targeting tumor cells and promoting subsequent new bone formation without impacting the surrounding bone negatively. Mineralization profiles of metastatic models were significantly improved post-RFA treatment with respect to mineral content and homogeneity, suggesting a positive impact of RFA treatment on the quality of cancer involved bone. Evaluating the impact of RFA on bone quality is important in directing the growth of this minimally invasive therapeutic approach with respect to fracture risk assessment, patient selection, and multimodal treatment planning.
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Affiliation(s)
- Soroush Ghomashchi
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Cari M. Whyne
- Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Tricia Chinnery
- Techna Institute, University Health Network, Toronto, Ontario, Canada
| | - Fayez Habach
- Department of Physics, University of Toronto, Ontario, Canada
| | - Margarete K. Akens
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Techna Institute, University Health Network, Toronto, Ontario, Canada
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16
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Abstract
PURPOSE OF REVIEW Skeletal metastasis involves the uncoupling of physiologic bone remodeling resulting in abnormal bone turnover and radical changes in bony architecture, density, and quality. Bone strength assessment and fracture risk prediction are critical in clinical treatment decision-making. This review focuses on bone tissue and structural mechanisms altered by osteolytic metastasis and the resulting changes to its material and mechanical behavior. RECENT FINDINGS Both organic and mineral phases of bone tissue are altered by osteolytic metastatic disease, with diminished bone quality evident at multiple length-scales. The mechanical performance of bone with osteolytic lesions is influenced by a combination of tissue-level and structural changes. This review considers the effects of osteolytic metastasis on bone biomechanics demonstrating its negative impact at tissue and structural levels. Future studies need to assess the cumulative impact of cancer treatments on metastatically involved bone quality, and its utility in directing multimodal treatment planning.
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Affiliation(s)
- Cari M Whyne
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, University of Toronto, Toronto, Canada.
- Department of Surgery, University of Toronto, Toronto, Canada.
- Biomedical Engineering, University of Toronto, Toronto, Canada.
| | - Dallis Ferguson
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
- Biomedical Engineering, University of Toronto, Toronto, Canada
| | - Allison Clement
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Mohammedayaz Rangrez
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Michael Hardisty
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
- Department of Surgery, University of Toronto, Toronto, Canada
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17
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Fishman Z, Whyne CM, Hope A, Fialkov JA. Modeling and measuring average nasal asymmetry by dorsum midline and nose tip lateral deviation. J Plast Reconstr Aesthet Surg 2020; 74:857-865. [PMID: 33199224 DOI: 10.1016/j.bjps.2020.10.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 07/30/2020] [Accepted: 10/10/2020] [Indexed: 01/13/2023]
Abstract
In rhinoplasty and nasal reconstruction, achieving symmetry is critical for optimal patient outcomes and reducing re-operation rates. Assessing nasal asymmetry is challenging, both pre- and intra-operatively, if based on only a surgeons' visual perception to assess and adjust the small distances important to cosmesis (<2-3 mm). To measure nasal symmetry, we first developed an algorithm to analyze lateral nasal deviation on facial three-dimensional (3D) scans captured by external surface scanning. In this, nasal deviation is measured by first registering a 3D facial scan to orthogonal axes in order to remove tilt. The lateral position of the nasal midline is then found across transverse planes along the dorsum and nasal tip regions by probing midpoints 1 and 2 mm back from the local maximum projection. The nasal deviation measurement algorithm was validated on a simulated asymmetrical nose model with known nasal deviation. Simulated deviations were applied to the symmetrical average nose using an exponential twist away from the face, with control of the maximum deviation and degree of curvature. Modeled deviations were evaluated with the algorithm at clinically negligible (0.02-0.06 mm) average differences and for small lateral deviations (1-5 mm). Nasal deviation using the algorithms was then measured for the 100 multi-ethnic subjects in the Binghamton University 3D Facial Expression database. Average values for maximum lateral deviation, deviation across the whole nose, and deviation at the nose tip were measured to provide context to deviation measurements in surgical planning. This research presents a new nasal assessment tool that can be useful in improving symmetry in rhinoplasty and reconstruction.
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Affiliation(s)
- Z Fishman
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada; Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada.
| | - C M Whyne
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada; Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada; Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - A Hope
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Toronto, ON, Canada
| | - J A Fialkov
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada; Department of Surgery, University of Toronto, Toronto, ON, Canada; Division of Plastic Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada
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18
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Vachhani K, Whyne CM, Schaffer A, Nam D. Perceptions of using lithium in fracture management: a survey of orthopaedic surgeons, fracture patients and the general public. BMC Musculoskelet Disord 2019; 20:389. [PMID: 31470828 PMCID: PMC6717343 DOI: 10.1186/s12891-019-2772-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 08/21/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Lithium, an established psychiatric medication, has recently been shown to enhance new bone formation in preclinical fracture models. Current research is focused on evaluating the efficacy of low-dose, short-term lithium treatment to improve long bone fracture healing through a Phase II randomized clinical trial (LiFT NCT02999022). In working towards future applications of lithium for fracture management, this study aimed to understand the current perceptions of lithium as a psychiatric drug and the potential barriers to its orthopaedic adoption. METHODS Three questionnaires, evaluating knowledge about lithium and willingness to embrace its use in fracture healing were disseminated among the general population, fracture patients eligible for the LiFT (Lithium for Fracture Treatment) trial and orthopaedic surgeons across Canada. RESULTS Of the 768 public respondents, 84% were willing to take a medication that would aid fracture healing but only 62.6% if the medication was lithium. Willingness dropped to 44.6% among the 168 respondents who knew about the psychiatric use of lithium. Lack of sufficient knowledge (n = 50) and concerns about side effects including effects on the brain (n = 74) were the main reasons cited by those who were unwilling to use lithium. Of the 29 fracture patients, only 20 patients had previously heard of lithium. Of these, 40% were willing to take lithium for fracture healing with an additional 10% if the dose was low or if the intake duration was short. Only 50% knew that lithium has side effects. Of the 43 orthopaedic surgeons, 38 surgeons knew about clinical use of lithium. Of these, 68% knew that lithium has side effects and 29% knew that it interacts with other drugs. While most agreed that new strategies are needed to improve fracture management, only 68% were willing to prescribe lithium for fractures with an additional 16% if there is scientific evidence and/or a standard dosing protocol. CONCLUSIONS This study identified a lack of knowledge about uses and side effects of lithium among all three cohorts. A robust educational framework for orthopaedic surgeons, their patients and the members of their clinical care teams will be essential to widespread repurposing of lithium for fracture care.
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Affiliation(s)
- Kathak Vachhani
- Sunnybrook Research Institute, 2075 Bayview Avenue, MG301, Toronto, ON, M4N 3M5, Canada
| | - Cari M Whyne
- Sunnybrook Research Institute, 2075 Bayview Avenue, MG301, Toronto, ON, M4N 3M5, Canada.,Department of Surgery, University of Toronto, Toronto, Canada.,Institute for Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Canada
| | - Ayal Schaffer
- Sunnybrook Research Institute, 2075 Bayview Avenue, MG301, Toronto, ON, M4N 3M5, Canada.,Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Diane Nam
- Sunnybrook Research Institute, 2075 Bayview Avenue, MG301, Toronto, ON, M4N 3M5, Canada. .,Department of Surgery, University of Toronto, Toronto, Canada.
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19
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Burns DM, Frank T, Whyne CM, Henry PDG. Glenoid component positioning and guidance techniques in anatomic and reverse total shoulder arthroplasty: A systematic review and meta-analysis. Shoulder Elbow 2019; 11:16-28. [PMID: 31447941 PMCID: PMC6688155 DOI: 10.1177/1758573218806252] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/27/2018] [Accepted: 09/17/2018] [Indexed: 11/15/2022]
Abstract
BACKGROUND Positioning of the glenoid component is one of the most challenging steps in shoulder arthroplasty, and prosthesis longevity as well as functional outcomes is considered highly dependent on accurate positioning. This review considers the evidence supporting surgical navigation and patient-specific instruments for glenoid implant positioning in anatomic and reverse total shoulder arthroplasty. METHODS A systematic literature search was performed for studies assessing glenoid implant positioning accuracy as measured by cross-sectional imaging on live subjects or cadaver models. Meta-analysis of controlled studies was performed to estimate the primary effects of navigation and patient-specific instruments on glenoid implant positioning error. Meta-analysis of absolute positioning outcomes was also performed for each group incorporating data from controlled and uncontrolled studies. RESULTS Nine studies, four controlled and five uncontrolled, with 258 total subjects were included in the analysis. Meta-analysis of controlled studies supported that both navigation and patient-specific instruments had a moderate statistically significant effect on improving glenoid implant positioning outcomes. Meta-analysis of absolute positioning outcomes demonstrates glenoid implant positioning with standard instrumentation results in a high rate of malposition. DISCUSSION Navigation and patient-specific instruments improve glenoid positioning outcomes. Whether the improvement in positioning outcomes achieved translate to better clinical outcomes is unknown.
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Affiliation(s)
- David M Burns
- Division of Orthopaedic Surgery,
University of Toronto, Toronto, Canada,Sunnybrook Research Institute, Toronto,
Canada,David M Burns, Sunnybrook Health Sciences
Centre, 2075 Bayview Ave., Room S621, Toronto, ON M4N 3M5, Canada.
| | - Tym Frank
- Division of Orthopaedic Surgery,
University of Toronto, Toronto, Canada
| | | | - Patrick DG Henry
- Division of Orthopaedic Surgery,
University of Toronto, Toronto, Canada,Sunnybrook Health Sciences Centre,
Toronto, Canada
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20
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Falcinelli C, Li Z, Lam WW, Stanisz GJ, Agur AM, Whyne CM. Diffusion-Tensor Imaging Versus Digitization in Reconstructing the Masseter Architecture. J Biomech Eng 2018; 140:2705151. [DOI: 10.1115/1.4041541] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Indexed: 01/04/2023]
Abstract
Accurate characterization of the craniomaxillofacial (CMF) skeleton using finite element (FE) modeling requires representation of complex geometries, heterogeneous material distributions, and physiological loading. Musculature in CMF FE models are often modeled with simple link elements that do not account for fiber bundles (FBs) and their differential activation. Magnetic resonance (MR) diffusion-tensor imaging (DTI) enables reconstruction of the three-dimensional (3D) FB arrangement within a muscle. However, 3D quantitative validation of DTI-generated FBs is limited. This study compares 3D FB arrangement in terms of pennation angle (PA) and fiber bundle length (FBL) generated through DTI in a human masseter to manual digitization. CT, MR-proton density, and MR-DTI images were acquired from a single cadaveric specimen. Bone and masseter surfaces were reconstructed from CT and MR-proton density images, respectively. PA and FBL were estimated from FBs reconstructed from MR-DTI images using a streamline tracking (STT) algorithm (n = 193) and FBs identified through manual digitization (n = 181) and compared using the Mann–Whitney test. DTI-derived PAs did not differ from the digitized data (p = 0.411), suggesting that MR-DTI can be used to simulate FB orientation and the directionality of transmitted forces. Conversely, a significant difference was observed in FBL (p < 0.01) which may have resulted due to the tractography stopping criterion leading to early tract termination and greater length variability. Overall, this study demonstrated that DTI can yield muscle FB orientation data suitable to representative directionality of physiologic muscle loading in patient-specific CMF FE modeling.
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Affiliation(s)
- Cristina Falcinelli
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada e-mails:
| | - Zhi Li
- Musculoskeletal Anatomy Laboratory, Division of Anatomy, Faculty of Medicine, University of Toronto, 1 King's College Circle, Room 1158, Toronto, ON M5S 1A8, Canada e-mail:
| | - Wilfred W. Lam
- Physical Sciences, Sunnybrook Research Institute, Room S6 05 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada e-mail:
| | - Greg J. Stanisz
- Physical Sciences, Sunnybrook Research Institute, Room S6 72 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada e-mail:
| | - Anne M. Agur
- Musculoskeletal Anatomy Laboratory, Division of Anatomy, Faculty of Medicine, University of Toronto, 1 King's College Circle, Room 1158, Toronto, ON M5S 1A8, Canada e-mail:
| | - Cari M. Whyne
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, Room S6 20 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada e-mail:
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21
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Vachhani K, Lapaine P, Samiezadeh S, Whyne CM, Fialkov JA. The impact of surgical manipulation on lower lateral cartilage stiffness. J Plast Reconstr Aesthet Surg 2018; 71:1804-1809. [PMID: 30146132 DOI: 10.1016/j.bjps.2018.07.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 07/31/2018] [Indexed: 11/27/2022]
Abstract
BACKGROUND Cephalic trimming of the alar (or lower lateral) cartilage may cause weakening leading to external nasal valve collapse. Numerous methods have been proposed to combat this weakening in order to maintain lateral crural stiffness. The purpose of this study was to quantify the effect of mucosal stripping, cephalic trimming, cephalic turn-in flap, and lateral crural strut grafting on lateral crural stiffness. METHODS In situ cyclic compressive loading was performed on eight lateral crura in 4 fresh frozen cadaveric specimens. Testing was performed on the unaltered degloved cartilage (intact) and following each of the following interventions: mucosal stripping, cephalic turn-in flap, cephalic trimming, and lateral crural strut grafting. Linear regression of the generated force-displacement curves was used to calculate stiffness. Each intervention was compared to the intact cartilage. RESULTS Alar cartilage of all of the specimens demonstrated a linear response to compressive loading. Intact cartilage had a mean stiffness of 3.53 N/mm. Mucosal stripping and cephalic turn-in flaps yielded similar stiffness values to intact cartilage. Cephalic trimming reduced stiffness in all cases by a mean of 1.09 N/mm (p = 0.003). Lateral crural strut grafting significantly increased stiffness by a mean of 3.67 N/mm (p = 0.0001). CONCLUSIONS Cephalic trimming leads to decreased lateral crural stiffness in cadaveric specimens. Cephalic turn-in flaps restore pre-trimmed stiffness, and lateral crural strut grafting increases overall stiffness of the cartilage. These findings should be considered in patients undergoing rhinoplasty, particularly if there are concerns regarding potential external valve collapse.
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Affiliation(s)
- Kathak Vachhani
- Sunnybrook Research Institute, 2075 Bayview Avenue, S wing, Toronto, ON, M4N 3M5, Canada; Institute of Biomaterials and Biomedical Engineering, University of Toronto, Rosebrugh Building, 164 College Street, Room 407, Toronto, ON M5S 3G9, Canada
| | - Pierre Lapaine
- Division of Plastic and Reconstructive Surgery, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada; Department of Surgery, University of Toronto, 149 College Street, 5th Floor, Toronto, ON M5T 1P5, Canada
| | - Saeid Samiezadeh
- Sunnybrook Research Institute, 2075 Bayview Avenue, S wing, Toronto, ON, M4N 3M5, Canada
| | - Cari M Whyne
- Sunnybrook Research Institute, 2075 Bayview Avenue, S wing, Toronto, ON, M4N 3M5, Canada; Institute of Biomaterials and Biomedical Engineering, University of Toronto, Rosebrugh Building, 164 College Street, Room 407, Toronto, ON M5S 3G9, Canada; Department of Surgery, University of Toronto, 149 College Street, 5th Floor, Toronto, ON M5T 1P5, Canada
| | - Jeffrey A Fialkov
- Division of Plastic and Reconstructive Surgery, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada; Institute of Biomaterials and Biomedical Engineering, University of Toronto, Rosebrugh Building, 164 College Street, Room 407, Toronto, ON M5S 3G9, Canada; Department of Surgery, University of Toronto, 149 College Street, 5th Floor, Toronto, ON M5T 1P5, Canada.
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22
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Burns DM, Bell I, Katchky R, Dwyer T, Toor J, Whyne CM, Safir O. Saturated Salt Solution Cadaver-Embalming Method Improves Orthopaedic Surgical Skills Training. J Bone Joint Surg Am 2018; 100:e104. [PMID: 30063602 DOI: 10.2106/jbjs.17.01256] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Human cadaver surgical skills training offers the highest-fidelity simulation of the operative environment, with the potential to enhance surgeon training and to reduce operative risks to patients. Embalming extends the duration that a cadaveric specimen may be used for surgical skills training and reduces the risk of disease transmission, but it can alter the properties of the cadaver tissue, reducing the simulation fidelity and training quality. The purpose of this controlled laboratory study was to evaluate 3 embalming methods, formaldehyde solution, alcohol-glycol solution, and saturated salt solution, and to compare their relative performance in a 2-week orthopaedic surgical skills training course. METHODS The 3 embalming methods were applied to 3 cadavers each. Joint range of motion and joint stiffness were measured prior to dissection. The cadavers were assessed by 4 orthopaedic surgeons on the first and last days of the training course in 4 domains: tissue visual fidelity, tissue tactile fidelity, odor, and overall suitability for surgical skills training using 7-point Likert scales. Sterile specimens for bacterial and fungal culture were obtained from cadaver muscle tissue on the fourth and fifteenth days of use. RESULTS All cadaver groups were successfully preserved without putrefaction and were utilized over the duration of the training course. The saturated salt solution cadavers had supple joints with excellent motion and were rated highly across all domains. The saturated salt solution cadaver joint motion, stiffness, visual and tactile tissue fidelity, odor, and suitability for surgical skills training were significantly superior (p < 0.05) to the formaldehyde solution and alcohol-glycol solution cadavers. CONCLUSIONS The saturated salt embalming method is inexpensive and logistically straightforward and preserves human cadavers at room temperature in a state suitable for high-fidelity orthopaedic surgical skills training.
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Affiliation(s)
- David M Burns
- Divisions of Orthopaedic Surgery (D.M.B., R.K., T.D., J.T., and O.S.) and Anatomy (I.B.), University of Toronto, Toronto, Ontario, Canada
| | - Ian Bell
- Divisions of Orthopaedic Surgery (D.M.B., R.K., T.D., J.T., and O.S.) and Anatomy (I.B.), University of Toronto, Toronto, Ontario, Canada
| | - Ryan Katchky
- Divisions of Orthopaedic Surgery (D.M.B., R.K., T.D., J.T., and O.S.) and Anatomy (I.B.), University of Toronto, Toronto, Ontario, Canada
| | - Tim Dwyer
- Divisions of Orthopaedic Surgery (D.M.B., R.K., T.D., J.T., and O.S.) and Anatomy (I.B.), University of Toronto, Toronto, Ontario, Canada.,Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Jay Toor
- Divisions of Orthopaedic Surgery (D.M.B., R.K., T.D., J.T., and O.S.) and Anatomy (I.B.), University of Toronto, Toronto, Ontario, Canada
| | - Cari M Whyne
- Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Oleg Safir
- Divisions of Orthopaedic Surgery (D.M.B., R.K., T.D., J.T., and O.S.) and Anatomy (I.B.), University of Toronto, Toronto, Ontario, Canada.,Mount Sinai Hospital, Toronto, Ontario, Canada
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23
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Akens MK, Chien C, Katchky RN, Kreder HJ, Finkelstein J, Whyne CM. The impact of thermal cycling on Staphylococcus aureus biofilm growth on stainless steel and titanium orthopaedic plates. BMC Musculoskelet Disord 2018; 19:260. [PMID: 30049271 PMCID: PMC6062927 DOI: 10.1186/s12891-018-2199-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 07/17/2018] [Indexed: 11/17/2022] Open
Abstract
Background Orthopaedic implant infections are difficult to eradicate because bacteria adhering to implant surfaces inhibit the ability of the immune system and antibiotics to combat these infections. Thermal cycling is a temperature modulation process that improves performance and longevity of materials through molecular structural reorientation, thereby increasing surface uniformity. Thermal cycling may change material surface properties that reduce the ability for bacteria to adhere to the surface of orthopaedic implants. This study aims to determine whether thermal cycling of orthopaedic implants can reduce bacterial growth. Methods In a randomized, blinded in-vitro study, titanium and stainless steel plates treated with thermal cycling were compared to controls. Twenty-seven treated and twenty-seven untreated plates were covered with 10 ml tryptic soy broth containing ~ 105 colony forming units (CFU)/ml of bioluminescent Staphylococcus aureus (S. aureus)Xen29 and incubated at 37 °C for 14d. Quantity and viability of bacteria were characterized using bioluminescence imaging, live/dead staining and determination of CFUs. Results Significantly fewer CFUs grow on treated stainless steel plates compared to controls (p = 0.0088). Similar findings were seen in titanium plates (p = 0.0048) following removal of an outlier. No differences were evident in live/dead staining using confocal microscopy, or in metabolic activity determined using bioluminescence imaging (stainless steel plates: p = 0.70; titanium plates: p = 0.26). Conclusion This study shows a reduction in CFUs formation on thermal cycled plates in-vitro. Further in-vivo studies are necessary to investigate the influence of thermal cycling on bacterial adhesion during bone healing. Thermal cycling has demonstrated improved wear and strength, with reductions in fatigue and load to failure. The added ability to reduce bacterial adhesions demonstrates another potential benefit of thermal cycling in orthopaedics, representing an opportunity to reduce complications following fracture fixation or arthroplasty.
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Affiliation(s)
- Margarete K Akens
- Techna Institute, University Health Network, 101 College Street, Rm 15-311, Toronto, ON, M5J 2S2, Canada. .,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada. .,Department of Surgery, University of Toronto, Toronto, ON, Canada.
| | - Claudia Chien
- Techna Institute, University Health Network, 101 College Street, Rm 15-311, Toronto, ON, M5J 2S2, Canada
| | - Ryan N Katchky
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Hans J Kreder
- Department of Surgery, University of Toronto, Toronto, ON, Canada.,Sunnybrook Research Institute, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - Joel Finkelstein
- Department of Surgery, University of Toronto, Toronto, ON, Canada.,Sunnybrook Research Institute, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - Cari M Whyne
- Department of Surgery, University of Toronto, Toronto, ON, Canada.,Sunnybrook Research Institute, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
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24
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Burns DM, Leung N, Hardisty M, Whyne CM, Henry P, McLachlin S. Shoulder physiotherapy exercise recognition: machine learning the inertial signals from a smartwatch. Physiol Meas 2018; 39:075007. [PMID: 29952759 DOI: 10.1088/1361-6579/aacfd9] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
OBJECTIVE Participation in a physical therapy program is considered one of the greatest predictors of successful conservative management of common shoulder disorders. However, adherence to these protocols is often poor and typically worse for unsupervised home exercise programs. Currently, there are limited tools available for objective measurement of adherence in the home setting. The goal of this study was to develop and evaluate the potential for performing home shoulder physiotherapy monitoring using a commercial smartwatch. APPROACH Twenty healthy adult subjects with no prior shoulder disorders performed seven exercises from an evidence-based rotator cuff physiotherapy protocol, while 6-axis inertial sensor data was collected from the active extremity. Within an activity recognition chain (ARC) framework, four supervised learning algorithms were trained and optimized to classify the exercises: k-nearest neighbor (k-NN), random forest (RF), support vector machine classifier (SVC), and a convolutional recurrent neural network (CRNN). Algorithm performance was evaluated using 5-fold cross-validation stratified first temporally and then by subject. MAIN RESULTS Categorical classification accuracy was above 94% for all algorithms on the temporally stratified cross validation, with the best performance achieved by the CRNN algorithm (99.4%). The subject stratified cross validation, which evaluated classifier performance on unseen subjects, yielded lower accuracies scores again with CRNN performing best (88.9%). SIGNIFICANCE This proof of concept study demonstrates the technical feasibility of a smartwatch device and supervised machine learning approach to more easily monitor and assess the at-home adherence of shoulder physiotherapy exercise protocols.
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Affiliation(s)
- David M Burns
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Canada
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25
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Pakdel AR, Whyne CM, Fialkov JA. Structural biomechanics of the craniomaxillofacial skeleton under maximal masticatory loading: Inferences and critical analysis based on a validated computational model. J Plast Reconstr Aesthet Surg 2017; 70:842-850. [DOI: 10.1016/j.bjps.2017.01.021] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 01/26/2017] [Accepted: 01/31/2017] [Indexed: 11/24/2022]
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26
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Burke MV, Atkins A, Akens M, Willett TL, Whyne CM. Osteolytic and mixed cancer metastasis modulates collagen and mineral parameters within rat vertebral bone matrix. J Orthop Res 2016; 34:2126-2136. [PMID: 27027407 DOI: 10.1002/jor.23248] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Accepted: 03/23/2016] [Indexed: 02/04/2023]
Abstract
Metastatic involvement in vertebral bone diminishes the mechanical integrity of the spine; however minimal data exist on the potential impact of metastases on the intrinsic material characteristics of the bone matrix. Thirty-four (34) female athymic rats were inoculated with HeLa (N = 17) or Ace-1 (N = 17) cancer cells lines producing osteolytic or mixed (osteolytic and osteoblastic) metastases, respectively. A maximum of 21 days was allowed between inoculation and rat sacrifice for vertebrae extraction. High performance liquid chromatography (HPLC) was utilized to determine modifications in collagen-I parameters such as proline hydroxylation and the formation of specific enzymatic and non-enzymatic (pentosidine) cross-links. Raman spectroscopy was used to determine relative changes in mineral crystallinity, mineral carbonation, mineral/collagen matrix ratio, collagen quality ratio, and proline hydroxylation. HPLC results showed significant increase in the formation of pentosidine and decrease in the formation of the enzymatic cross-link deoxy-pryridinoline within osteolytic bone compared to mixed bone. Raman results showed decreased crystallinity, increased carbonation, and collagen quality (aka 1660/1690 sub-band) ratio with osteolytic bone compared to mixed bone and healthy controls along with an observed increase in proline hydroxylation with metastatic involvement. The mineral/matrix ratio decreased in both osteolytic and mixed bone compared to healthy controls. Quantifying modifications within the intrinsic characteristics of bone tissue will provide a foundation to assess the impact of current therapies on the material behavior of bone tissue in the metastatic spine and highlight targets for the development of new therapeutics and approaches for treatment. © 2016 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 34:2126-2136, 2016.
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Affiliation(s)
- Mikhail V Burke
- Orthopaedics Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Ave., Room S620, Toronto, Ontario, M4N 3M5, Canada.,Institute of Biomaterials and Biomedical Engineering, Toronto, Ontario, Canada
| | - Ayelet Atkins
- Orthopaedics Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Ave., Room S620, Toronto, Ontario, M4N 3M5, Canada
| | - Margarete Akens
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada.,Techna, University Health Network, Toronto, Ontario, Canada
| | - Thomas L Willett
- Institute of Biomaterials and Biomedical Engineering, Toronto, Ontario, Canada.,Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Cari M Whyne
- Orthopaedics Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Ave., Room S620, Toronto, Ontario, M4N 3M5, Canada.,Institute of Biomaterials and Biomedical Engineering, Toronto, Ontario, Canada.,Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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27
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Choudhari C, Herblum R, Akens MK, Moore S, Hardisty M, Whyne CM. Post-euthanasia micro-computed tomography-based strain analysis is able to represent quasi-static in vivo behavior of whole vertebrae. Proc Inst Mech Eng H 2016; 230:900-904. [PMID: 27422827 DOI: 10.1177/0954411916658679] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Three-dimensional image-based strain measurement in whole bones allows representation of physiological, albeit quasi-static, loading conditions. However, such work to date has been limited to specimens postmortem. The main purpose of this study is to verify the efficacy of deformable image registration of post-euthanasia strain to characterize the in vivo mechanical behavior of rat vertebrae. A micro-computed tomography-compatible custom loading device was used to apply 75 N load to a three-level caudal motion segment of a healthy rat. Loaded and unloaded micro-computed tomography scans were acquired in vivo and post-sacrifice. A micro-computed tomography-based deformable image registration algorithm was used to calculate vertebral strains live and post-euthanasia. No significant difference was found in the in vivo strains (-0.011 ± 0.001) and ex vivo strains (-0.012 ± 0.001) obtained from the comparisons of loaded and unloaded images (p = 0.3). Comparisons between unloaded-unloaded and loaded-loaded scans yielded significantly lower axial strains, representing the error of the method. Qualitatively, high strains were observed adjacent to growth plate regions in evaluating the loaded-unloaded images. Strain patterns in the loaded-loaded and unloaded-unloaded scans were inconsistent as would be expected in representing noise. Overall, live and dead loaded to unloaded comparisons yielded similar strain patterns and magnitudes. Point-wise differences in axial strain fields also supported this observation. This study demonstrated a proof of concept, suggesting that post-euthanasia micro-computed tomography-based strain analysis is able to represent the in vivo quasi-static behavior of rat tail vertebrae.
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Affiliation(s)
- Chetan Choudhari
- 1 Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, ON, Canada
- 2 Institute of Biomaterials and Biomedical Engineering, Toronto, ON, Canada
| | - Ryan Herblum
- 1 Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, ON, Canada
- 2 Institute of Biomaterials and Biomedical Engineering, Toronto, ON, Canada
| | - Margarete K Akens
- 3 TECHNA Institute, University Health Network, Toronto, ON, Canada
- 4 Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Sara Moore
- 1 Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Michael Hardisty
- 1 Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Cari M Whyne
- 1 Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, ON, Canada
- 2 Institute of Biomaterials and Biomedical Engineering, Toronto, ON, Canada
- 4 Department of Surgery, University of Toronto, Toronto, ON, Canada
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28
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Pakdel A, Fialkov J, Whyne CM. High resolution bone material property assignment yields robust subject specific finite element models of complex thin bone structures. J Biomech 2016; 49:1454-1460. [DOI: 10.1016/j.jbiomech.2016.03.015] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Revised: 03/07/2016] [Accepted: 03/10/2016] [Indexed: 10/22/2022]
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29
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Choudhari C, Chan K, Akens MK, Whyne CM. μFE models can represent microdamaged regions of healthy and metastatically involved whole vertebrae identified through histology and contrast enhanced μCT imaging. J Biomech 2016; 49:1103-1110. [PMID: 26947031 DOI: 10.1016/j.jbiomech.2016.02.034] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Revised: 01/24/2016] [Accepted: 02/16/2016] [Indexed: 11/24/2022]
Abstract
Micro-damage formation within the skeleton is an important stimulant for bone remodeling, however abnormal build-up of micro-damage can lead to skeletal fragility. In this study, µCT imaging based micro finite element (μFE) models were used to evaluate tissue level damage criteria in whole healthy and metastatically-involved vertebrae. T13-L2 spinal segments were excised from osteolytic (n=3) and healthy (n=3) female athymic rnu/rnu rats. Osteolytic metastasis was generated by intercardiac injection of HeLa cancer cells. Micro-mechanical axial loading was applied to the spinal motion segments under μCT imaging. Vertebral samples underwent BaSO4 staining and sequential calcein/fuchsin staining to identify load induced micro-damage. μCT imaging was used generate specimen specific μFE models of the healthy and osteolytic whole rat vertebrae. Model boundary conditions were generated through deformable image registration of loaded and unloaded scans. Elevated stresses and strains were detected in regions of micro-damage identified through histological and BaSO4 staining within healthy and osteolytic vertebral models, as compared to undamaged regions. Additionally, damaged regions of metastatic vertebrae experienced significantly higher local stresses and strains than those in the damaged regions of healthy specimens. Areas identified by BaSO4 staining, however, yielded lower levels of stress and strain in damaged and undamaged regions of healthy and metastatic vertebrae as compared to fuschin staining. The multimodal (experimental, image-based and computational) techniques used in this study demonstrated the ability of local stresses and strains computed through µFE analysis to identify trabecular micro-damage, that can be applied to biomechanical analyses of healthy and diseased whole bones.
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Affiliation(s)
- Chetan Choudhari
- Sunnybrook Research Institute, Toronto, ON, Canada; Institute for Biomaterials and Biomedical Engineering, Toronto, ON, Canada
| | - Katelyn Chan
- Sunnybrook Research Institute, Toronto, ON, Canada
| | - Margarete K Akens
- TECHNA Institute, University Health Network, Toronto, ON, Canada; Department of Surgery, Toronto, ON, Canada
| | - Cari M Whyne
- Sunnybrook Research Institute, Toronto, ON, Canada; Department of Surgery, Toronto, ON, Canada; Institute for Biomaterials and Biomedical Engineering, Toronto, ON, Canada.
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30
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Katchky RN, McLachlin SD, Wong EKY, Finkelstein J, Kreder HJ, Whyne CM. Thermal cycling can extend tool life in orthopaedic operating rooms. J Orthop Res 2016; 34:539-43. [PMID: 26296244 DOI: 10.1002/jor.23035] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2015] [Accepted: 08/11/2015] [Indexed: 02/04/2023]
Abstract
Thermal cycling is a temperature modulation process developed to improve the performance, durability and longevity of materials. This process has been successfully utilized in the automotive, aeronautic and manufacturing industries. Surgical cutting tools undergo cyclical loading and generally fail by dulling, suggesting that thermal cycling may improve their performance and longevity. Ten 2.5 mm orthopaedic drill bits were randomized, with five undergoing thermal cycling within their sterile packaging and five serving as untreated controls. Using a servohydraulic testing machine, 100 drilling cycles were performed with each drill bit into the diaphyseal region of bovine femurs. After every 25 cycles, data was collected by performing identical drilling cycles into simulated human cortical bone material. Maximum force, maximum normalized torque and drilling work were measured, and a scanning electron microscope was used to measure outer corner wear. After 100 drilling cycles, the maximum drilling force, maximum normalized torque, drilling work and microscopic outer corner wear were all significantly lower for the treated drill bits (p < 0.05). Thermal cycling has the potential to decrease operating room costs and thermal necrosis associated with dull cutting tools. Application of this technology may also be relevant to surgical cutting tools such as saw blades, burrs and reamers.
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Affiliation(s)
- Ryan N Katchky
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ontario.,Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, Canada
| | - Stewart D McLachlin
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, Canada
| | - Edwin K Y Wong
- Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, Canada
| | - Joel Finkelstein
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ontario.,Sunnybrook Health Sciences Centre, Toronto, Ontario
| | - Hans J Kreder
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ontario.,Sunnybrook Health Sciences Centre, Toronto, Ontario
| | - Cari M Whyne
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ontario.,Orthopaedic Biomechanics Lab, Sunnybrook Research Institute, Toronto, Canada
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Pezeshki PS, Davidson SR, Akens MK, Murphy K, McCann C, Sherar M, Whyne CM, Yee AJM. Helical coil electrode radiofrequency ablation designed for application in osteolytic vertebral tumors--initial evaluation in a porcine model. Spine J 2015; 15:1832-40. [PMID: 25819585 DOI: 10.1016/j.spinee.2015.03.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Revised: 03/02/2015] [Accepted: 03/17/2015] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Radiofrequency ablation (RFA) is emerging as a complementary treatment for vertebral metastases. Traditional RFA induces frictional heating leading to local tissue necrosis but often yields small, incomplete, and inhomogeneous zones of ablation in bone. We have developed a new bone-specific RFA electrode that uses a nontraditional frequency (27.12 MHz) and geometry (helical), exploiting a magnetic field and an electric field to generate larger and more comprehensive treatment zones. PURPOSE The purpose of the study was to evaluate the feasibility and safety of the Bone Coil RFA electrode in the spine. STUDY DESIGN This is a preclinical in vivo study based on basic science. METHODS Under institutional approval, six healthy Yorkshire pigs received a sham and an RF treatment in two adjacent cervical vertebrae. To deploy the Bone Coil RFA device in dense porcine vertebrae, a surgical approach was required; an irrigated coring drill bit created a cylindrical path in the vertebral bodies through which the RFA electrodes were placed. The electronic circuit was completed by four grounding pads. Treatment was delivered for 10 minutes at 20 W (n=1), 25 W (n=1), and 30 W (n=4). To monitor the thermal rise and for safety, fiber-optic probes recorded temperatures in the center of each coil and near the spinal foramen. After the procedure, animals were monitored for 2 weeks. Magnetic resonance imaging (MRI) was completed immediately after treatment and at 14 days. Magnetic resonance image segmentation and histology were used to evaluate the ablation volume. RESULTS Comprehensive treatment of the porcine vertebrae was demonstrated by temperature monitoring, MRI, and histology. Large zones of RF ablation were obtained (RF: 3.72±0.73 cm3 vs. sham: 1.98±0.16 cm3, p<.05), confined within the vertebral body. Internal temperatures were elevated with RF (66.1 °C-102.9 °C), without temperature rise outside of the vertebrae (38.2 °C ± 1.5 °C). Mobility, neurological responses, and behavior were normal, consistent with preprocedural examination. Magnetic resonance imaging best visualized ablation at Day 14. Histology revealed comprehensive homogeneous coagulative necrosis with little peripheral sign of repair. CONCLUSIONS The Bone Coil RFA device created large intravertebral ablation volumes with no neurologic sequelae. Radiofrequency thermal ablation (clearly distinguished from the much smaller effects arising from core drilling) corresponded to the homogeneous necrosis visible on histology.
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Affiliation(s)
- Padina S Pezeshki
- Institute of Biomaterials & Biomedical Engineering (IBBME), University of Toronto, Rosebrugh Building, RM 407 164 College St, Toronto, ON M5S 3G9, Canada; Sunnybrook Health Sciences Centre 2075 Bayview Ave, Room MG 371B Toronto, ON M4N 3M5, Canada
| | - Sean R Davidson
- Techna Institute, University Health Network, 124-100 College St, Toronto, Ontario M5G 1P5, Canada
| | - Margarete K Akens
- Institute of Biomaterials & Biomedical Engineering (IBBME), University of Toronto, Rosebrugh Building, RM 407 164 College St, Toronto, ON M5S 3G9, Canada; Techna Institute, University Health Network, 124-100 College St, Toronto, Ontario M5G 1P5, Canada
| | - Kieran Murphy
- Institute of Biomaterials & Biomedical Engineering (IBBME), University of Toronto, Rosebrugh Building, RM 407 164 College St, Toronto, ON M5S 3G9, Canada; Techna Institute, University Health Network, 124-100 College St, Toronto, Ontario M5G 1P5, Canada
| | - Claire McCann
- Sunnybrook Health Sciences Centre 2075 Bayview Ave, Room MG 371B Toronto, ON M4N 3M5, Canada
| | - Michael Sherar
- Institute of Biomaterials & Biomedical Engineering (IBBME), University of Toronto, Rosebrugh Building, RM 407 164 College St, Toronto, ON M5S 3G9, Canada; Techna Institute, University Health Network, 124-100 College St, Toronto, Ontario M5G 1P5, Canada
| | - Cari M Whyne
- Institute of Biomaterials & Biomedical Engineering (IBBME), University of Toronto, Rosebrugh Building, RM 407 164 College St, Toronto, ON M5S 3G9, Canada; Sunnybrook Health Sciences Centre 2075 Bayview Ave, Room MG 371B Toronto, ON M4N 3M5, Canada
| | - Albert J M Yee
- Institute of Biomaterials & Biomedical Engineering (IBBME), University of Toronto, Rosebrugh Building, RM 407 164 College St, Toronto, ON M5S 3G9, Canada; Sunnybrook Health Sciences Centre 2075 Bayview Ave, Room MG 371B Toronto, ON M4N 3M5, Canada.
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Pezeshki PS, Davidson S, Murphy K, McCann C, Slodkowska E, Sherar M, Yee AJ, Whyne CM. Comparison of the effect of two different bone-targeted radiofrequency ablation (RFA) systems alone and in combination with percutaneous vertebroplasty (PVP) on the biomechanical stability of the metastatic spine. Eur Spine J 2015. [PMID: 26206290 DOI: 10.1007/s00586-015-4057-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Radiofrequency ablation (RFA) and percutaneous vertebroplasty (PVP) are used independently and in combination to treat metastatically involved vertebrae with the aim of relieving pain, reducing tumour burden and providing bony mechanical stabilization. PURPOSE The aim of this work was to characterize the effect of two bone-targeted RFA devices, alone and in combination with PVP, to improve strength and mechanical stability in vertebrae with osteolytic metastatic disease. METHODS Simulated spinal metastases (n = 12) were treated with one of two bone-targeted RFA devices (bipolar cooled or bone coil RF electrodes), followed by PVP. Under axial compressive loading, spinal canal narrowing was measured in the intact specimen, after tumour simulation, post-RFA and post-PVP. RESULTS RFA alone resulted in successful tumour shrinkage and cavitation, but further increased canal narrowing under loading. RFA combined with PVP significantly reduced posterior wall stability in samples where sufficient tumour shrinkage and cavitation were coupled with a pattern of cement deposition which extended to posterior vertebral body. CONCLUSIONS RFA combined with cement deposition in the posterior vertebral body demonstrates significantly more stable vertebrae under axial loading.
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Affiliation(s)
- Padina S Pezeshki
- University of Toronto, 27 King's College Cir, Toronto, ON, M5S, Canada
- Sunnybrook Research Institute, 2075 Bayview Ave., Room S620, Toronto, ON, M4N 3M5, Canada
| | - Sean Davidson
- Techna Institute, University Health Network, 124-100 College Street, Toronto, ON, M5G 1P5, Canada
| | - Kieran Murphy
- University of Toronto, 27 King's College Cir, Toronto, ON, M5S, Canada
- Techna Institute, University Health Network, 124-100 College Street, Toronto, ON, M5G 1P5, Canada
| | - Claire McCann
- Sunnybrook Research Institute, 2075 Bayview Ave., Room S620, Toronto, ON, M4N 3M5, Canada
| | - Elzbieta Slodkowska
- Sunnybrook Research Institute, 2075 Bayview Ave., Room S620, Toronto, ON, M4N 3M5, Canada
| | - Michael Sherar
- University of Toronto, 27 King's College Cir, Toronto, ON, M5S, Canada
- Techna Institute, University Health Network, 124-100 College Street, Toronto, ON, M5G 1P5, Canada
| | - Albert Jm Yee
- University of Toronto, 27 King's College Cir, Toronto, ON, M5S, Canada
- Sunnybrook Research Institute, 2075 Bayview Ave., Room S620, Toronto, ON, M4N 3M5, Canada
| | - Cari M Whyne
- University of Toronto, 27 King's College Cir, Toronto, ON, M5S, Canada.
- Sunnybrook Research Institute, 2075 Bayview Ave., Room S620, Toronto, ON, M4N 3M5, Canada.
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Pezeshki PS, Akens MK, Gofeld M, Woo J, Whyne CM, Yee AJM. Bone targeted bipolar cooled radiofrequency ablation in a VX-2 rabbit femoral carcinoma model. Clin Exp Metastasis 2015; 32:279-88. [PMID: 25648441 DOI: 10.1007/s10585-015-9703-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Accepted: 01/24/2015] [Indexed: 12/01/2022]
Abstract
To determine the effect of bipolar cooled radiofrequency ablation (BCRF) on bone and tumour in a lapine pathologic femoral model. Under institutional approval, twelve New Zealand white rabbits received a single femoral injection of VX2 carcinoma cells (day 0). The rabbit femora, (n = 24), were block-randomized into four experimental groups: tumour-bearing radiofrequency ablation (RFA) treated, healthy bone RFA treated, tumour-bearing shams and healthy bone shams (n = 6 per group). 15 min of thermally regulated (65 °C) BCRF was applied at day 14. Pre- and post-treatment MR imaging was performed and repeated at day 28 prior to euthanasia. Histologic evaluation was used to determine treatment effect on tumour and bone tissue. A thirteenth injected rabbit served as a histologic control (no BCRF electrode placement). Large volumes (12.9 ± 5.5 cm(3)) of thermal ablation were achieved. An eight-fold reduction in tumour growth resulted in RFA treated animals compared to tumour-bearing sham controls (p < 0.001). Osteolysis was controlled in the tumour-treated group. Therapeutic effects were best imaged using MR contrast-enhanced SPoiled Gradient Recalled (SPGR) sequences. Osteoclasts and osteoblasts were observed to be sensitive to BCRF but osteocytes were more resilient. A small number of tumour cells within BCRF treated regions appeared viable post treatment. New bone formation was stimulated in the periphery of the targeted BCRF treatment zone. Structurally large VX2 tumour volumes within bone were successfully ablated with BCRF, stimulating new bone formation in the treatment periphery, although viable appearing osteocytes and tumour cells were observed in some treated regions.
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Bernick J, Wang Y, Sigal IA, Alman BA, Whyne CM, Nam D. Parameters for lithium treatment are critical in its enhancement of fracture-healing in rodents. J Bone Joint Surg Am 2014; 96:1990-8. [PMID: 25471914 PMCID: PMC4249593 DOI: 10.2106/jbjs.n.00057] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Lithium, a treatment for bipolar disorder, is not clinically indicated for use in fracture management but has been reported to positively influence bone biology. It is hypothesized that lithium dosing for beneficial effects on bone health may be much lower than the dosing required for psychotropic benefits in patients with bipolar disorder. A preclinical study with a rodent fracture model was utilized to best define the lowest effective dose, best timing of treatment onset, and optimal treatment duration for the use of lithium as a new treatment in fracture care. METHODS A design-of-experiments approach was used to assess the parameters of dose, timing of treatment onset, and treatment duration. Closed femoral shaft fractures were generated and analyzed with use of destructive torsional mechanical testing and microcomputed tomography-based image analysis. Eleven different outcome measures were quantified, with maximum yield torque as the primary study outcome, to assess the quality of long-bone fracture-healing. RESULTS Fracture-healing was maximized with a lithium treatment combination of a low dose (twenty milligrams per kilogram of body weight per day), later onset of lithium treatment (seven days after fracture), and longer treatment duration (two weeks), with maximum yield torque displaying a 46% increase compared with nontreated and sham-treated controls (481.1 ± 104.0 N-mm compared with 329.9 ± 135.8 N-mm; p = 0.04). Design-of-experiments analysis determined the timing of treatment onset to be the most influential parameter for improving fracture-healing, with femora treated at a later onset (seven days after fracture) showing a significant (21%) increase in maximum yield torque compared with those treated at an earlier onset (three days after fracture) (p = 0.01). CONCLUSIONS A later onset of lithium administration significantly improved femoral fracture-healing. Trends indicated that a lower dose and longer treatment duration also had a positive effect on fracture repair. CLINICAL RELEVANCE Orally administered low-dose lithium therapy with a large postfracture administration window has the potential to yield a safe, reliable, and cost-effective treatment to enhance bone-healing and restore earlier function and mobility pending appropriate large-animal proof-of-concept models, safety data, and U.S. Food and Drug Administration clinical trials approval.
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Affiliation(s)
- Joshua Bernick
- Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, MG361, Toronto, ON, M4N 3M5, Canada. E-mail address for D. Nam:
| | - Yufa Wang
- Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, MG361, Toronto, ON, M4N 3M5, Canada. E-mail address for D. Nam:
| | - Ian A. Sigal
- Ocular Biomechanics Laboratory, University of Pittsburgh School of Medicine, 203 Lothrop Street, Room 930, Pittsburgh, PA 15213. E-mail address:
| | - Benjamin A. Alman
- Program in Developmental and Stem Cell Biology, The Hospital for Sick Children, 555 University Avenue, Toronto, Ontario, M5G 1X8, Canada. E-mail address:
| | - Cari M. Whyne
- Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, MG361, Toronto, ON, M4N 3M5, Canada. E-mail address for D. Nam:
| | - Diane Nam
- Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, MG361, Toronto, ON, M4N 3M5, Canada. E-mail address for D. Nam:
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Crookshank MC, Edwards MR, Sellan M, Whyne CM, Schemitsch EH. Can fluoroscopy-based computer navigation improve entry point selection for intramedullary nailing of femur fractures? Clin Orthop Relat Res 2014; 472:2720-7. [PMID: 23460484 PMCID: PMC4117906 DOI: 10.1007/s11999-013-2878-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The entry point is crucial to an accurate reduction in femoral nailing. Fluoroscopy-based navigation was developed to aid in reducing femur fractures and selecting entry points. QUESTIONS/PURPOSES We asked: (1) Can the piriformis fossa (PF) and tip of the greater trochanter (TT) be identified with high reproducibility? (2) What is the range of nonneutral images clinically acceptable for entry point selection? (3) Does navigation improve accuracy and precision of landmarking the TT and PF? And (4) does off-angle fluoroscopy within the acceptable range affect landmark accuracy? METHODS Three orthopaedic surgeons digitized the PF and TT under direct visualization on 10 cadaveric femurs, quantifying the reproducibility of the targeted PF and TT landmarks. Arcs of acceptable AP and lateral images of each femur were acquired in increments of 5° with a C-arm. An experienced orthopaedic surgeon rejected or accepted images for entry point selection by qualitatively assessing the relative positions and sizes of the greater trochanter, lesser trochanter, and femoral neck. Entry points were identified on each image using fluoroscopy and navigation. Hierarchical linear modeling was used to compare accuracy and precision between navigation and fluoroscopy and the effects of image angle. RESULTS A 29° average arc of acceptable images was found. Reproducibility of the target landmarks for the PF and TT under direct visualization was excellent. Navigation had similar accuracy to fluoroscopy for PF localization but less for TT. Navigation increased precision compared to fluoroscopy for both PF and TT. Image angle affected accuracy of the PF and TT under fluoroscopy and navigation. CONCLUSIONS Nonorthogonal images reduce accuracy of PF and TT identification with both navigation and fluoroscopy. Navigation increased precision but decreased accuracy and cannot overcome inaccuracies induced by nonorthogonal images.
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Affiliation(s)
- Meghan C. Crookshank
- />Martin Orthopaedic Biomechanics Laboratory, St Michael’s Hospital, Li Ka Shing Institute, Room B116, 30 Bond Street, Toronto, ON M5B 1W8 Canada
- />Orthopaedic Biomechanics Laboratory, Sunnybrook Health Sciences Centre, Toronto, ON Canada
- />Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON Canada
| | - Max R. Edwards
- />Princess Royal University Hospital, South London Healthcare NHS Trust, Orpington, Kent United Kingdom
| | - Michael Sellan
- />Martin Orthopaedic Biomechanics Laboratory, St Michael’s Hospital, Li Ka Shing Institute, Room B116, 30 Bond Street, Toronto, ON M5B 1W8 Canada
| | - Cari M. Whyne
- />Orthopaedic Biomechanics Laboratory, Sunnybrook Health Sciences Centre, Toronto, ON Canada
- />Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON Canada
- />Department of Surgery, University of Toronto, Toronto, ON Canada
| | - Emil H. Schemitsch
- />Martin Orthopaedic Biomechanics Laboratory, St Michael’s Hospital, Li Ka Shing Institute, Room B116, 30 Bond Street, Toronto, ON M5B 1W8 Canada
- />Division of Orthopaedic Surgery, Department of Surgery, St Michael’s Hospital, University of Toronto, 800-55 Queen Street East, Toronto, ON Canada
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Crookshank MC, Beek M, Hardisty MR, Schemitsch EH, Whyne CM. 3D atlas-based registration can calculate malalignment of femoral shaft fractures in six degrees of freedom. Computer Aided Surgery 2014; 19:48-56. [PMID: 24720491 PMCID: PMC4075248 DOI: 10.3109/10929088.2014.894126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Objective This study presents and evaluates a semi-automated algorithm for quantifying malalignment in complex femoral shaft fractures from a single intraoperative cone-beam CT (CBCT) image of the fractured limb. Methods CBCT images were acquired of complex comminuted diaphyseal fractures created in 9 cadaveric femora (27 cases). Scans were segmented using intensity-based thresholding, yielding image stacks of the proximal, distal and comminuted bone. Semi-deformable and rigid affine registrations to an intact femur atlas (synthetic or cadaveric-based) were performed to transform the distal fragment to its neutral alignment. Leg length was calculated from the volume of bone within the comminution fragment. The transformations were compared to the physical input malalignments. Results Using the synthetic atlas, translations were within 1.71 ± 1.08 mm (medial/lateral) and 2.24 ± 2.11 mm (anterior/posterior). The varus/valgus, flexion/extension and periaxial rotation errors were 3.45 ± 2.6°, 1.86 ± 1.5° and 3.4 ± 2.0°, respectively. The cadaveric-based atlas yielded similar results in medial/lateral and anterior/posterior translation (1.73 ± 1.28 mm and 2.15 ± 2.13 mm, respectively). Varus/valgus, flexion/extension and periaxial rotation errors were 2.3 ± 1.3°, 2.0 ± 1.6° and 3.4 ± 2.0°, respectively. Leg length errors were 1.41 ± 1.01 mm (synthetic) and 1.26 ± 0.94 mm (cadaveric). The cadaveric model demonstrated a small improvement in flexion/extension and the synthetic atlas performed slightly faster (6 min 24 s ± 50 s versus 8 min 42 s ± 2 min 25 s). Conclusions This atlas-based algorithm quantified malalignment in complex femoral shaft fractures within clinical tolerances from a single CBCT image of the fractured limb.
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Affiliation(s)
- Meghan C. Crookshank
- Orthopaedic Biomechanics Laboratory, Sunnybrook Health SciencesToronto
- Martin Orthopaedic Biomechanics Laboratory, St. Michael’s HospitalToronto
- Institute of Biomaterials and Biomedical Engineering, University of TorontoToronto
| | - Maarten Beek
- Orthopaedic Biomechanics Laboratory, Sunnybrook Health SciencesToronto
| | | | - Emil H. Schemitsch
- Martin Orthopaedic Biomechanics Laboratory, St. Michael’s HospitalToronto
- Division of Orthopaedic Surgery, Department of Surgery, St. Michael’s Hospital, University of TorontoToronto
| | - Cari M. Whyne
- Orthopaedic Biomechanics Laboratory, Sunnybrook Health SciencesToronto
- Institute of Biomaterials and Biomedical Engineering, University of TorontoToronto
- Department of Surgery, University of TorontoToronto, OntarioCanada
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Goertz DE, Thind AS, Karshafian R, Ladouceur M, Whyne CM, Foster FS, Strauss BH. In vivo feasibility study of ultrasound potentiated collagenase therapy of chronic total occlusions. Ultrasonics 2014; 54:20-24. [PMID: 23948508 DOI: 10.1016/j.ultras.2013.07.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Revised: 07/10/2013] [Accepted: 07/21/2013] [Indexed: 06/02/2023]
Abstract
Arterial chronic total occlusions (CTOs) pose considerable challenges for percutaneous interventions, due primarily to the presence of stiff proximal fibrous caps (PFCs) which act as a barrier to the penetration of guide wires. A new approach under development for improving the success rate of guide wire crossing in CTOs is to employ collagenase to degrade the mechanical integrity of the PFCs. This has been shown to be feasible in preclinical work and in a Phase 1 clinical trial. In a recent study we demonstrated using ex vivo experimental CTO specimens that ultrasound-stimulated microbubbles (USMBs) could potentiate the effects of collagenase and result in increased mechanical degradation of the PFCs of CTOs. Here we report the results of the first in vivo study examining the feasibility of this approach, which demonstrates that the force required to puncture through the PFCs of CTOs is reduced with combined USMB+collagenase treatments relative to collagenase only treatments. This approach has the potential to further improve the efficacy of the emerging technique of collagenase facilitation of percutaneous interventions for CTO.
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Affiliation(s)
- David E Goertz
- Department of Medical Biophysics, University of Toronto, Canada; Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Canada.
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Pakdel A, Mainprize JG, Robert N, Fialkov J, Whyne CM. Model-based PSF and MTF estimation and validation from skeletal clinical CT images. Med Phys 2013; 41:011906. [DOI: 10.1118/1.4835515] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Lubovsky O, Kreder M, Wright DA, Kiss A, Gallant A, Kreder HJ, Whyne CM. Quantitative measures of damage to subchondral bone are associated with functional outcome following treatment of displaced acetabular fractures. J Orthop Res 2013; 31:1980-5. [PMID: 23940014 DOI: 10.1002/jor.22458] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Accepted: 07/08/2013] [Indexed: 02/04/2023]
Abstract
Current analysis of displaced acetabular fractures is limited in its ability to predict functional outcome. This study aimed to (1) quantify initial acetabular damage following acetabular fracture through measurement of subchondral bone density and fracture lines, and (2) evaluate associations between acetabular damage and functional outcomes following fracture. Subchondral bone intensity maps were created for 24 patients with unilateral acetabular fractures. Measures of crack length and density differences between corresponding regions in the fractured acetabuli, normalized by the unfractured side, were generated from preoperative CT images. Damage measures were compared to quality of life survey data collected for each patient at least 2 years post-injury (Musculoskeletal Functional Assessment [MFA] and Short Form-36 [SF-36], with specific focus on parameters that best describe patients' physical health). CT image quantification of initial damage to acetabular subchondral bone was associated with functional outcome post-injury. In general, damage as quantified through differences in density in the superior dome region (zones 8 and 12) and the central anterior region of the acetabulum (zone 3) were found to be the strongest significant predictors of functional outcome (adjusted R(2) = 0.3-0.45, p < 0.05). Damage to the superior dome was predictive of worse functional outcome whereas damage to the central anterior region indicated a better functional outcome. Once automated, this approach may form a basis to score acetabular fractures toward improving clinical prognoses.
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Affiliation(s)
- Omri Lubovsky
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Avenue S620, Toronto, Ontario, Canada, M4N3M5; Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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Herblum R, Beek M, Whyne CM. μFEA successfully exhibits higher stresses and strains in microdamaged regions of whole vertebrae. J Orthop Res 2013; 31:1653-60. [PMID: 23737260 DOI: 10.1002/jor.22392] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Accepted: 04/28/2013] [Indexed: 02/04/2023]
Abstract
Micro-finite element (μFE) modeling has shown promise in evaluating the structural integrity of trabecular bone. Histologic microcrack analyses have been compared to μFE models of trabecular bone cores to demonstrate the potential of this technique. To date this has not been achieved in whole bone structures, and comparisons of histologic microcrack and μFE results have been limited due to challenges in alignment of 2D sections with 3D data sets. The goal of this study was to ascertain if image registration can facilitate determination of a relationship between stresses and strains generated from μFE models of whole vertebrae and histologically identified microdamage. μFE models of three whole vertebrae, stained sequentially with calcein and fuchsin, were generated with accurate integration of element sets representing the histologic sections based on volumetric image registration. Displacement boundary conditions were applied to the μFE models based on registration of loaded and unloaded μCT images. Histologically labeled damaged regions were found to have significantly higher von Mises stresses and principle strains in the μFE models, as compared to undamaged regions. This work provides a new robust method for generating and histologically validating μFE models of whole bones that can represent trabecular damage resulting from complex physiologic loading.
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Affiliation(s)
- Ryan Herblum
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, 2075 Bayview Avenue, S620, Toronto, ON, Canada, M4N3M5
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Thind AS, Strauss BH, Karshafian R, Teitelbaum AA, Ladouceur M, Akbar MA, Rosen B, Bohnen M, Whyne CM, Goertz DE, Foster FS. The use of ultrasound-stimulated contrast agents as an adjuvant for collagenase therapy in chronic total occlusions. EUROINTERVENTION 2013; 10:484-93. [PMID: 23999177 DOI: 10.4244/eijv10i4a82] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
AIMS To investigate the effectiveness of combining collagenase and ultrasound-stimulated microbubble (USMB) treatments in reducing the mechanical force required for crossing a guidewire through CTOs. METHODS AND RESULTS Experiments were conducted on ex vivo specimens of a rabbit femoral artery CTO model (n=45 total samples). Four primary groups were employed: control (n=6), collagenase only (n=15), USMB only (1 MHz frequency) (n=5), and collagenase+USMB (n=19). In one set of experiments the force required to puncture through CTO samples was measured and it was found that the puncture force was 2.31-fold lower for the combined treatment group relative to the comparable collagenase-only group (p<0.05). In a second set of experiments, the total protein and hydroxyproline content of the supernatant solution adjacent to the CTO was analysed. Significantly higher hydroxyproline levels were measured in collagenase+USMB treated CTOs (0.065 g/mL) compared to collagenase (0.030 g/mL), USMB (0.003 g/mL) and control (0.004 g/mL) (p<0.05), indicating that the combined treatment augmented collagenase degradation. CONCLUSIONS Ultrasound-stimulated microbubbles improved the effectiveness of collagenase in reducing the force required to cross experimental CTOs. This new approach may have the potential to reduce treatment times and improve the success rates of emerging collagenase-based treatments of CTO.
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Affiliation(s)
- Amandeep S Thind
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
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Lo VCK, Akens MK, Wise-Milestone L, Yee AJM, Wilson BC, Whyne CM. The benefits of photodynamic therapy on vertebral bone are maintained and enhanced by combination treatment with bisphosphonates and radiation therapy. J Orthop Res 2013; 31:1398-405. [PMID: 23625821 DOI: 10.1002/jor.22373] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2012] [Accepted: 03/18/2013] [Indexed: 02/04/2023]
Abstract
Photodynamic therapy (PDT) has been shown to ablate tumors within vertebral bone and yield short-term improvements in vertebral architecture and biomechanical strength, in particular when combined with bisphosphonate (BP) treatment. Longer-term outcomes of PDT combined with current treatments for skeletal metastases are essential to understand its therapeutic potential. The objective of this study is to evaluate the response of vertebrae to PDT after a longer (6-week) time period, alone and combined with previous BP or radiation treatment (RT). Sixty-three female rnu/rnu rats were randomized to six treatment groups: untreated control, BP-only, RT-only, PDT-only, combined BP + PDT and combined RT + PDT. L2 vertebrae were structurally analyzed through µCT-based analysis, axial compressive load-to-failure testing and histological analysis of morphology, osteoid formation and osteoclast activity. Combined BP + PDT treatment yielded the largest improvements in bone architecture with combined RT + PDT treatment yielding similar findings, but of a lesser magnitude. Mechanically, ultimate force and stress were correlated to stereological parameters that demonstrated a positive structural effect from combinatory treatment. Increased osteoid formation was observed in both combination therapies without any significant differences in osteoclast activity. Overall, multimodality treatment demonstrated a sustained positive effect on vertebral structural integrity, motivating PDT as a minimally-invasive adjuvant treatment for spinal metastases.
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Affiliation(s)
- Victor C K Lo
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, UB-55, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada
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Szwedowski TD, Fialkov J, Pakdel A, Whyne CM. An optimized process flow for rapid segmentation of cortical bones of the craniofacial skeleton using the level-set method. Dentomaxillofac Radiol 2013; 42:20120208. [PMID: 23420862 DOI: 10.1259/dmfr.20120208] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Accurate representation of skeletal structures is essential for quantifying structural integrity, for developing accurate models, for improving patient-specific implant design and in image-guided surgery applications. The complex morphology of thin cortical structures of the craniofacial skeleton (CFS) represents a significant challenge with respect to accurate bony segmentation. This technical study presents optimized processing steps to segment the three-dimensional (3D) geometry of thin cortical bone structures from CT images. In this procedure, anoisotropic filtering and a connected components scheme were utilized to isolate and enhance the internal boundaries between craniofacial cortical and trabecular bone. Subsequently, the shell-like nature of cortical bone was exploited using boundary-tracking level-set methods with optimized parameters determined from large-scale sensitivity analysis. The process was applied to clinical CT images acquired from two cadaveric CFSs. The accuracy of the automated segmentations was determined based on their volumetric concurrencies with visually optimized manual segmentations, without statistical appraisal. The full CFSs demonstrated volumetric concurrencies of 0.904 and 0.719; accuracy increased to concurrencies of 0.936 and 0.846 when considering only the maxillary region. The highly automated approach presented here is able to segment the cortical shell and trabecular boundaries of the CFS in clinical CT images. The results indicate that initial scan resolution and cortical-trabecular bone contrast may impact performance. Future application of these steps to larger data sets will enable the determination of the method's sensitivity to differences in image quality and CFS morphology.
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Maloul A, Fialkov J, Whyne CM. Characterization of the bending strength of craniofacial sutures. J Biomech 2013; 46:912-7. [PMID: 23352773 DOI: 10.1016/j.jbiomech.2012.12.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2012] [Revised: 12/19/2012] [Accepted: 12/21/2012] [Indexed: 11/18/2022]
Abstract
The complex, thin and irregular bones of the human craniofacial skeleton (CFS) are connected together through bony articulations and connective tissues. These articulations are known as sutures and are commonly divided into two groups, facial and cranial sutures, based on their location in the CFS. CFS sutures can exhibit highly variable degrees of interdigitation and complexity and are believed to play a role in accommodating the mechanical demands of the skull. This study aimed to evaluate the mechanical behavior of CFS bone samples with and without sutures and to determine the effect of sutural interdigitations on mechanical strength. Sagittal, coronal, frontozygomatic and zygomaticotemporal sutures along with adjacent bone samples not containing sutures were excised from six fresh-frozen cadaveric heads. The interdigitation of the sutures was quantified through μCT based analysis. Three-point bending to failure was performed on a total of 29 samples. The bending strength of bone samples without sutures demonstrated a non-significant increase of 14% as compared to samples containing sutures (P=0.2). The bending strength of bones containing sutures was positively correlated to the sutural interdigitation index (R=0.701, P=0.002). The higher interdigitation indices found in human cranial vs. facial sutures may be present to resist bending loads as a functional requirement in protecting the brain.
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Affiliation(s)
- Asmaa Maloul
- Orthopaedic Biomechanics Lab, Sunnybrook Health Sciences Centre, Canada; Institute of Biomaterials and Biomedical Engineering, University of Toronto, Canada.
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Tuer AE, Akens MK, Krouglov S, Sandkuijl D, Wilson BC, Whyne CM, Barzda V. Hierarchical model of fibrillar collagen organization for interpreting the second-order susceptibility tensors in biological tissue. Biophys J 2012. [PMID: 23200043 DOI: 10.1016/j.bpj.2012.10.019] [Citation(s) in RCA: 93] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
The second-order nonlinear polarization properties of fibrillar collagen in various rat tissues (vertebrae, tibia, tail tendon, dermis, and cornea) are investigated with polarization-dependent second-harmonic generation (P-SHG) microscopy. Three parameters are extracted: the second-order susceptibility ratio, R = [Formula: see text] ; a measure of the fibril distribution asymmetry, |A|; and the weighted-average fibril orientation, <δ>. A hierarchical organizational model of fibrillar collagen is developed to interpret the second-harmonic generation polarization properties. Highlights of the model include: collagen type (e.g., type-I, type-II), fibril internal structure (e.g., straight, constant-tilt), and fibril architecture (e.g., parallel fibers, intertwined, lamellae). Quantifiable differences in internal structure and architecture of the fibrils are observed. Occurrence histograms of R and |A| distinguished parallel from nonparallel fibril distributions. Parallel distributions possessed low parameter values and variability, whereas nonparallel distributions displayed an increase in values and variability. From the P-SHG parameters of vertebrae tissue, a three-dimensional reconstruction of lamellae of intervertebral disk is presented.
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Affiliation(s)
- Adam E Tuer
- Department of Physics, University of Toronto, Toronto, Ontario, Canada
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Hojjat SP, Foltz W, Wise-Milestone L, Whyne CM. Multimodal μCT/μMR based semiautomated segmentation of rat vertebrae affected by mixed osteolytic/osteoblastic metastases. Med Phys 2012; 39:2848-53. [PMID: 22559657 DOI: 10.1118/1.3703590] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
PURPOSE Multimodal microimaging in preclinical models is used to examine the effect of spinal metastases on bony structure; however, the evaluation of tumor burden and its effect on microstructure has thus far been mainly qualitative or semiquantitative. Quantitative analysis of multimodality imaging is a time consuming task, motivating automated methods. As such, this study aimed to develop a low complexity semiautomated multimodal μCT/μMR based approach to segment rat vertebral structure affected by mixed osteolytic/osteoblastic destruction. METHODS Mixed vertebral metastases were developed via intracardiac injection of Ace-1 canine prostate cancer cells in three 4-week-old rnu/rnu rats. μCT imaging (for high resolution bone visualization), T1-weighted μMR imaging (for bone registration), and T2-weighted μMR imaging (for osteolytic tumor visualization) were conducted on one L1, three L2, and one L3 vertebrae (excised). One sample (L1-L3) was processed for undecalcified histology and stained with Goldner's trichome. The μCT and μMR images were registered using a 3D rigid registration algorithm with a mutual information metric. The vertebral microarchitecture was segmented from the μCT images using atlas-based demons deformable registration, levelset curvature evolution, and intensity-based thresholding techniques. The μCT based segmentation contours of the whole vertebrae were used to mask the T2-weighted μMR images, from which the osteolytic tumor tissue was segmented (intensity-based thresholding). RESULTS Accurate registration of μCT and μMRI modalities yielded precise segmentation of whole vertebrae, trabecular centrums, individual trabeculae, and osteolytic tumor tissue. While the algorithm identified the osteoblastic tumor attached to the vertebral pereosteal surfaces, it was limited in segmenting osteoblastic tissue located within the trabecular centrums. CONCLUSIONS This semiautomated segmentation method yielded accurate registration of μCT and μMRI modalities with application to the development of mathematical models analyzing the mechanical stability of metastatically involved vertebrae and in preclinical applications evaluating new and existing treatment effects on tumor burden and skeletal microstructure.
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Affiliation(s)
- Seyed-Parsa Hojjat
- Orthopedic Biomechanics Laboratory, Sunnybrook Research Institute, Ontario M4N 3M5, Canada.
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Wright DA, Nam D, Whyne CM. A comparison of stereology, structural rigidity and a novel 3D failure surface analysis method in the assessment of torsional strength and stiffness in a mouse tibia fracture model. J Biomech 2012; 45:2236-40. [PMID: 22794789 DOI: 10.1016/j.jbiomech.2012.06.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2012] [Revised: 05/28/2012] [Accepted: 06/09/2012] [Indexed: 11/15/2022]
Abstract
In attempting to develop non-invasive image based measures for the determination of the biomechanical integrity of healing fractures, traditional μCT based measurements have been limited. This study presents the development and evaluation of a tool for assessment of fracture callus mechanical properties through determination of the geometric characteristics of the fracture callus, specifically along the surface of failure identified during destructive mechanical testing. Fractures were created in tibias of ten male mice and subjected to μCT imaging and biomechanical torsion testing. Failure surface analysis, along with previously described image based measures was calculated using the μCT image data, and correlated with mechanical strength and stiffness. Three-dimensional measures along the surface of failure, specifically the surface area and torsional rigidity of bone, were shown to be significantly correlating with mechanical strength and stiffness. It was also shown that surface area of bone along the failure surface exhibits stronger correlations with both strength and stiffness than measures of average and minimum torsional rigidity of the entire callus. Failure surfaces observed in this study were generally oriented at 45° to the long axis of the bone, and were not contained exclusively within the callus. This work represents a proof of concept study, and shows the potential utility of failure surface analysis in the assessment of fracture callus stability.
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Affiliation(s)
- David A Wright
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, UB-55, 2075 Bayview Avenue, Toronto, Ontario, Canada M4N 3MN
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Hardisty MR, Akens MK, Hojjat SP, Yee A, Whyne CM. Quantification of the effect of osteolytic metastases on bone strain within whole vertebrae using image registration. J Orthop Res 2012; 30:1032-9. [PMID: 22213180 DOI: 10.1002/jor.22045] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2011] [Accepted: 11/29/2011] [Indexed: 02/04/2023]
Abstract
The vertebral column is the most frequent site of metastatic involvement of the skeleton with up to 1/3 of all cancer patients developing spinal metastases. Longer survival times for patients, particularly secondary to breast cancer, have increased the need for better understanding the impact of skeletal metastases on structural stability. This study aims to apply image registration to calculate strain distributions in metastatically involved rodent vertebrae utilizing µCT imaging. Osteolytic vertebral lesions were developed in five rnu/rnu rats 2-3 weeks post intracardiac injection with MT-1 human breast cancer cells. An image registration algorithm was used to calculate and compare strain fields due to axial compressive loading in metastatically involved and control vertebrae. Tumor-bearing vertebrae had greatly increased compressive strains, double the magnitude of strain compared to control vertebrae (p=0.01). Qualitatively strain concentrated within the growth plates in both tumor bearing and control vertebrae. Most interesting was the presence of strain concentrations at the dorsal wall in metastatically involved vertebrae, suggesting structural instability. Strain distributions, quantified by image registration were consistent with known consequences of lytic involvement. Metastatically involved vertebrae had greater strain magnitude than control vertebrae. Strain concentrations at the dorsal wall in only the metastatic vertebrae, were consistent with higher incidence of burst fracture secondary to this pathology. Future use of image registration of whole vertebrae will allow focused examination of the efficacy of targeted and systemic treatments in reducing strains and the related risk of fracture in pathologic bones under simple and complex loading.
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Affiliation(s)
- Michael R Hardisty
- Orthopaedic Biomechanics Laboratory, Sunnybrook Health Sciences Centre, 2075 Bayview Ave., Room UB-19, University of Toronto, Toronto, Ontario, Canada
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Wright DA, Meguid M, Lubovsky O, Whyne CM. Subchondral bone density distribution in the human femoral head. Skeletal Radiol 2012; 41:677-83. [PMID: 22057580 DOI: 10.1007/s00256-011-1270-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2011] [Revised: 08/18/2011] [Accepted: 08/24/2011] [Indexed: 02/02/2023]
Abstract
OBJECTIVE This study aims to quantitatively characterize the distribution of subchondral bone density across the human femoral head using a computed tomography derived measurement of bone density and a common reference coordinate system. MATERIALS AND METHODS Femoral head surfaces were created bilaterally for 30 patients (14 males, 16 females, mean age 67.2 years) through semi-automatic segmentation of reconstructed CT data and used to map bone density, by shrinking them into the subchondral bone and averaging the greyscale values (linearly related to bone density) within 5 mm of the articular surface. Density maps were then oriented with the center of the head at the origin, the femoral mechanical axis (FMA) aligned with the vertical, and the posterior condylar axis (PCA) aligned with the horizontal. Twelve regions were created by dividing the density maps into three concentric rings at increments of 30° from the horizontal, then splitting into four quadrants along the anterior-posterior and medial-lateral axes. Mean values for each region were compared using repeated measures ANOVA and a Bonferroni post hoc test, and side-to-side correlations were analyzed using a Pearson's correlation. RESULTS The regions representing the medial side of the femoral head's superior portion were found to have significantly higher densities compared to other regions (p < 0.05). Significant side-to-side correlations were found for all regions (r(2) = 0.81 to r(2) = 0.16), with strong correlations for the highest density regions. Side-to-side differences in measured bone density were seen for two regions in the anterio-lateral portion of the femoral head (p < 0.05). CONCLUSIONS The high correlation found between the left and right sides indicates that this tool may be useful for understanding 'normal' density patterns in hips affected by unilateral pathologies such as avascular necrosis, fracture, developmental dysplasia of the hip, Perthes disease, and slipped capital femoral head epiphysis.
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Affiliation(s)
- David A Wright
- Orthopaedic Biomechanics Laboratory, Sunnybrook Research Institute, UB19, 2075 Bayview Avenue, Toronto, Ontario, M4N 3M5, Canada.
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