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De Salvatore S, Longo UG, Vincenzi B, Pantano F, Zollo G, Calabrese G, Denaro V. Clinical performance of implanted devices used in surgical treatment of patients with spinal tumors: a systematic review. BMC Musculoskelet Disord 2024; 25:650. [PMID: 39160506 PMCID: PMC11331752 DOI: 10.1186/s12891-024-07623-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 06/24/2024] [Indexed: 08/21/2024] Open
Abstract
PURPOSE Implanted devices used in metastatic spine tumor surgery (MSTS) include pedicle screws, fixation plates, fixation rods, and interbody devices. A material to be used to fabricate any of these devices should possess an array of properties, which include biocompatibility, no toxicity, bioactivity, low wear rate, low to moderate incidence of artifacts during imaging, tensile strength and modulus that are comparable to those of cortical bone, high fatigue strength/long fatigue life, minimal or no negative impact on radiotherapy (RT) planning and delivery, and high capability for fusion to the contiguous bone. The shortcomings of Ti6Al4V alloy for these applications with respect to these desirable properties are well recognized, opening the field for an investigation about novel biomaterials that could replace the current gold standard. Previously published reviews on this topic have exhibited significant shortcomings in the studies they included, such as a small, heterogenous sample size and the lack of a cost-benefit analysis, extremely useful to understand the practical possibility of applying a novel material on a large scale. Therefore, this review aims to collect information about the clinical performance of these biomaterials from the most recent literature, with the objective of deliberating which could potentially be better than titanium in the future, with particular attention to safety, artifact production and radiotherapy planning interference. The significant promise showed by analyzing the clinical performance of these devices warrants further research through prospective studies with a larger sample size also taking into account each aspect of the production and use of such materials. METHODS The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines were used to improve the reporting of the review. The search was performed from March 2022 to September 2023. RESULTS At the end of the screening process, 20 articles were considered eligible for this study. Polyetheretherketone (PEEK), Carbon-fibre reinforced polyetheretherketone (CFR-PEEK), long carbon fiber reinforced polymer (LCFRP), Polymethylmethacrylate (PMMA), and carbon screw and rods were used in the included studies. CONCLUSION CFR-PEEK displays a noninferior safety and efficacy profile to titanium implanted devices. However, it also has other advantages. By decreasing artifact production, it is able to increase detection of local tumor recurrence and decrease radiotherapy dose perturbation, ultimately bettering prognosis for patients necessitating adjuvant treatment. Nonetheless, its drawbacks have not been explored fully and still require further investigation in future studies. This does not exclude the fact that CFR-PEEK could be a valid alternative to titanium in the near future.
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Affiliation(s)
- Sergio De Salvatore
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, Roma, 00128, Italy
- Department of Orthopedics, Children's Hospital Bambino Gesù, Palidoro, Rome, 00165, Italy
| | - Umile Giuseppe Longo
- Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, Roma, 00128, Italy.
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, Roma, 00128, Italy.
| | - Bruno Vincenzi
- Dipartimento di Oncologia Medica, Università Campus Bio-Medico di Roma, Rome, 00128, Italy
| | - Francesco Pantano
- Dipartimento di Oncologia Medica, Università Campus Bio-Medico di Roma, Rome, 00128, Italy
| | - Giuliano Zollo
- Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, Roma, 00128, Italy
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, Roma, 00128, Italy
| | - Giovanni Calabrese
- Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, Roma, 00128, Italy
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, Roma, 00128, Italy
| | - Vincenzo Denaro
- Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, Roma, 00128, Italy
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, Roma, 00128, Italy
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Fujikawa Y, Kawabata S, Tsujino K, Yamada H, Kashiwagi H, Yagi R, Hiramatsu R, Nonoguchi N, Takami T, Sasaki A, Hu N, Takata T, Tanaka H, Suzuki M, Wanibuchi M. Boron neutron capture therapy delays the decline in neurological function in a mouse model of metastatic spinal tumors. Cancer Sci 2024; 115:2774-2785. [PMID: 38860412 PMCID: PMC11309935 DOI: 10.1111/cas.16245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/16/2024] [Accepted: 05/31/2024] [Indexed: 06/12/2024] Open
Abstract
Metastatic spinal tumors are increasingly prevalent due to advancements in cancer treatment, leading to prolonged survival rates. This rising prevalence highlights the need for developing more effective therapeutic approaches to address this malignancy. Boron neutron capture therapy (BNCT) offers a promising solution by delivering targeted doses to tumors while minimizing damage to normal tissue. In this study, we evaluated the efficacy and safety of BNCT as a potential therapeutic option for spine metastases in mouse models induced by A549 human lung adenocarcinoma cells. The animal models were randomly allocated into three groups: untreated (n = 10), neutron irradiation only (n = 9), and BNCT (n = 10). Each mouse was administered 4-borono-L-phenylalanine (250 mg/kg) intravenously, followed by measurement of boron concentrations 2.5 h later. Overall survival, neurological function of the hindlimb, and any adverse events were assessed post irradiation. The tumor-to-normal spinal cord and blood boron concentration ratios were 3.6 and 2.9, respectively, with no significant difference observed between the normal and compressed spinal cord tissues. The BNCT group exhibited significantly prolonged survival rates compared with the other groups (vs. untreated, p = 0.0015; vs. neutron-only, p = 0.0104, log-rank test). Furthermore, the BNCT group demonstrated preserved neurological function relative to the other groups (vs. untreated, p = 0.0004; vs. neutron-only, p = 0.0051, multivariate analysis of variance). No adverse events were observed post irradiation. These findings indicate that BNCT holds promise as a novel treatment modality for metastatic spinal tumors.
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Affiliation(s)
- Yoshiki Fujikawa
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Shinji Kawabata
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Kohei Tsujino
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Hironori Yamada
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Hideki Kashiwagi
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Ryokichi Yagi
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Ryo Hiramatsu
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Naosuke Nonoguchi
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Toshihiro Takami
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Akinori Sasaki
- Kansai BNCT Medical CenterOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Naonori Hu
- Kansai BNCT Medical CenterOsaka Medical and Pharmaceutical UniversityOsakaJapan
| | - Takushi Takata
- Institute for Integrated Radiation and Nuclear ScienceKyoto UniversityOsakaJapan
| | - Hiroki Tanaka
- Institute for Integrated Radiation and Nuclear ScienceKyoto UniversityOsakaJapan
| | - Minoru Suzuki
- Institute for Integrated Radiation and Nuclear ScienceKyoto UniversityOsakaJapan
| | - Masahiko Wanibuchi
- Department of NeurosurgeryOsaka Medical and Pharmaceutical UniversityOsakaJapan
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Walter SG, Gaisendrees C, Kernich N, Weber M, Scheyerer MJ, Eysel P, Siewe J, Zarghooni K. Epidemiology of Surgically Treated Spinal Tumors: A Multicenter Surveillance Study of 9686 Patients from the German Spine Registry (DWG Register). ZEITSCHRIFT FUR ORTHOPADIE UND UNFALLCHIRURGIE 2024; 162:403-409. [PMID: 37308096 DOI: 10.1055/a-2077-7155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Tumors of the spine are challenging in terms of diagnoses and interdisciplinary treatment. This study was conducted to evaluate and characterize a large multicenter cohort of surgically treated spine tumor patients.Data of the German Spine Society (DWG) were used to characterize a cohort of all surgically treated spine tumor cases that were registered between 2017 and 2021. Subgroup analysis was performed for tumor entity, tumor localization, height of most severely affected segments, surgical treatment, and demographic parameters.In total, there were 9686 cases, of which 6747 were "malignant", 1942 were "primary benign", 180 were "tumor-like lesions", and 488 were "other" spinal tumors. Subgroups showed differences in number of affected segments as well as localization. There were further significant differences in surgical complication rates (p = 0.003), age (p < 0.001), morbidity (p < 0.001), and duration of surgery (p = 0.004).This is a representative study on spinal tumors from a large spine registry and allows for the epidemiological characterization of surgically treated tumor subgroups and quality control of registry data.
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Affiliation(s)
- Sebastian G Walter
- Klinik für Orthopädie und Unfallchirurgie, Universitätsklinikum Köln, Köln, Germany
| | | | - Nikolaus Kernich
- Klinik für Orthopädie und Unfallchirurgie, Universitätsklinikum Köln, Köln, Germany
| | - Maximilian Weber
- Klinik für Orthopädie und Unfallchirurgie, Universitätsklinikum Köln, Köln, Germany
| | - Max J Scheyerer
- Klinik für Orthopädie und Unfallchirurgie, Universitätsklinikum Köln, Köln, Germany
- Klinik für Orthopädie und Unfallchirurgie, Universitätsklinikum Düsseldorf, Düsseldorf, Germany
| | - Peer Eysel
- Klinik für Orthopädie und Unfallchirurgie, Universitätsklinikum Köln, Köln, Germany
| | - Jan Siewe
- Klinik für Orthopädie und Unfallchirurgie, Universitätsklinikum Köln, Köln, Germany
- Klinik für Orthopädie und Unfallchirurgie, Klinikum Leverkusen gGmbH, Leverkusen, Germany
| | - Kourosh Zarghooni
- Klinik für Orthopädie und Unfallchirurgie, Universitätsklinikum Köln, Köln, Germany
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Krauss P, Wolfert CL, Sommer B, Stemmer B, Stueben G, Kahl KH, Shiban E. Intraoperative radiotherapy combined with spinal stabilization surgery-a novel treatment strategy for spinal metastases based on a first single-center experiences. J Neurooncol 2024; 168:445-455. [PMID: 38652400 PMCID: PMC11186943 DOI: 10.1007/s11060-024-04688-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 04/17/2024] [Indexed: 04/25/2024]
Abstract
INTRODUCTION Current treatment of spinal metastases (SM) aims on preserving spinal stability, neurological status, and functional status as well as achieving local control. It consists of spinal surgery followed by radiotherapy and/or systemic treatment. Adjuvant therapy usually starts with a delay of a few weeks to prevent wound healing issues. Intraoperative radiotherapy (IORT) has previously been successfully applied during brain tumor, breast and colorectal carcinoma surgery but not in SM, including unstable one, to date. In our case series, we describe the feasibility, morbidity and mortality of a novel treatment protocol for SM combining stabilization surgery with IORT. METHODS Single center case series on patients with SM. Single session stabilization by navigated open or percutaneous procedure using a carbon screw-rod system followed by concurrent 50 kV photon-IORT (ZEISS Intrabeam). The IORT probe is placed via a guide canula using navigation, positioning is controlled by IOCT or 3D-fluroscopy enabling RT isodose planning in the OR. RESULTS 15 (8 female) patients (71 ± 10y) received this treatment between 07/22 and 09/23. Median Spinal Neoplastic Instability Score was 8 [7-10] IQR. Most metastasis were located in the thoracic (n = 11, 73.3%) and the rest in the lumbar (n = 4, 26.7%) spine. 9 (60%) patients received open, 5 (33%) percutaneous stabilization and 1 (7%) decompression only. Mean length of surgery was 157 ± 45 min. Eleven patients had 8 and 3 had 4 screws placed. In 2 patients radiotherapy was not completed due to bending of the guide canula with consecutive abortion of IORT. All other patients received 8 Gy isodoses at mdn. 1.5 cm [1.1-1.9, IQR] depth during 2-6 min. The patients had Epidural Spinal Cord Compression score 1a-3. Seven patients (46.7%) experienced adverse events including 2 surgical site infection (one 65 days after surgery). CONCLUSION 50 kV photon IORT for SM and consecutive unstable spine needing surgical intervention is safe and feasible and can be a promising technique in selected cases.
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Affiliation(s)
- P Krauss
- Department of Neurosurgery, University Hospital Augsburg, Stenglinstrasse 2, 86156, Augsburg, Germany.
| | - C L Wolfert
- Department of Neurosurgery, University Hospital Augsburg, Stenglinstrasse 2, 86156, Augsburg, Germany
| | - B Sommer
- Department of Neurosurgery, University Hospital Augsburg, Stenglinstrasse 2, 86156, Augsburg, Germany
| | - B Stemmer
- Department of Neurosurgery, University Hospital Augsburg, Stenglinstrasse 2, 86156, Augsburg, Germany
| | - G Stueben
- Department of Radio Oncology, University Hospital Augsburg, Stenglinstrasse 2, 86156, Augsburg, Germany
| | - K H Kahl
- Department of Radio Oncology, University Hospital Augsburg, Stenglinstrasse 2, 86156, Augsburg, Germany
| | - E Shiban
- Department of Neurosurgery, University Hospital Augsburg, Stenglinstrasse 2, 86156, Augsburg, Germany
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Thommen R, Bowers CA, Segura AC, Roy JM, Schmidt MH. Baseline Frailty Measured by the Risk Analysis Index and 30-Day Mortality After Surgery for Spinal Malignancy: Analysis of a Prospective Registry (2011-2020). Neurospine 2024; 21:404-413. [PMID: 38955517 PMCID: PMC11224747 DOI: 10.14245/ns.2347120.560] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 02/22/2024] [Accepted: 02/28/2024] [Indexed: 07/04/2024] Open
Abstract
OBJECTIVE To evaluate the prognostic utility of baseline frailty, measured by the Risk Analysis Index (RAI), for prediction of postoperative mortality among patients with spinal malignancy (SM) undergoing resection. METHODS SM surgery cases were queried from the American College of Surgeons - National Surgical Quality Improvement Program database (2011-2020). The relationship between preoperative RAI frailty score and increasing rate of primary endpoint (mortality or discharge to hospice within 30 days, "mortality/hospice") were assessed. Discriminatory accuracy was assessed by computation of C-statistics (with 95% confidence interval [CI]) in receiver operating characteristic (ROC) curve analysis. RESULTS A total of 2,235 cases were stratified by RAI score: 0-20, 22.7%; 21-30, 11.9%; 31-40, 54.7%; and ≥ 41, 10.7%. The rate of mortality/hospice was 6.5%, which increased linearly with increasing RAI score (p < 0.001). RAI was also associated with increasing rates of major complication, extended length of stay, and nonhome discharge (all p < 0.05). The RAI demonstrated acceptable discriminatory accuracy for prediction of primary endpoint (C-statistic, 0.717; 95% CI, 0.697-0.735). In pairwise ROC comparison, RAI demonstrated superiority versus modified frailty index-5 and chronological age (p < 0.001). CONCLUSION Preoperative frailty, as measured by RAI, is a robust predictor of mortality/ hospice after SM surgery. The frailty score may be applied in clinical settings using a user-friendly calculator, deployed here: https://nsgyfrailtyoutcomeslab.shinyapps.io/spinalMalignancyRAI/.
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Affiliation(s)
- Rachel Thommen
- School of Medicine, New York Medical College, Valhalla, NY, USA
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
| | | | - Aaron C. Segura
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
| | | | - Meic H. Schmidt
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Sandy, UT, USA
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Evans AR, Harris DM, Gumerlock MK, Shakir HJ. The safety and efficacy of the Stryker OptaBlate™ Bone Tumor Ablation system for vertebral body metastases. Front Oncol 2024; 14:1412430. [PMID: 38800379 PMCID: PMC11116637 DOI: 10.3389/fonc.2024.1412430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 04/29/2024] [Indexed: 05/29/2024] Open
Abstract
Background Metastatic spinal lesions are a significant cause of morbidity and decreased quality of life in those with a high tumor burden. Despite treatment modalities such as medical therapy (e.g., chemotherapy, steroids), spinal augmentation procedures, and radiation therapy, many patients still experience refractory back pain due to neoplastic infiltration of the vertebral body and/or pathologic compression fractures. With the aim to address refractory pain in patients who have exhausted conventional treatment options, Stryker developed the OptablateTM Bone Tumor Ablation system (BTA; Stryker Corporation, Kalamazoo, MI), which delivers radiofrequency energy to pathologic vertebral body lesions. In this preliminary single-institution study, we characterize the use of the BTA system in 11 patients undergoing kyphoplasty for pathologic spinal lesions with the goal to demonstrate the impact of this novel technology on refractory pain in this challenging clinical setting. Methods A single-center retrospective chart review was performed on all patients identified as those receiving tumor ablation/kyphoplasty for spinal neoplasms using the OptablateTM BTA system performed by a single surgeon at the University of Oklahoma Medical Center. Sex, age, primary lesion type, presenting symptomatology, spinal level, time of follow-up, and outcome were obtained from the electronic medical record (EMR). Results Eleven patients (4 males, 7 females) with a mean age of 62 (range, 38-82) years had an average follow-up time of 6 months. Presenting symptoms attributed to spinal pathology included back pain (n = 11, 100%), pathologic fracture (n = 6, 55%), and lower extremity weakness (n = 3, 27%). A total of 20 lesions were ablated at 12 vertebral levels. Eight patients (73%) had improved pain. No complications were reported. Conclusion This preliminary study documents the safety of the BTA system, in addition to its diverse use across many levels. The majority of patients reported improvement in their pain. Further study is required to fully characterize the use of the BTA system in those with neoplastic spinal pathology.
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Affiliation(s)
| | | | | | - Hakeem J. Shakir
- Department of Neurosurgery, University of Oklahoma, Oklahoma City, OK, United States
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Morimoto T, Toda Y, Hakozaki M, Paholpak P, Watanabe K, Kato K, Tsukamoto M, Hirata H, Kaneuchi Y, Tome Y, Nagamine S, Nishida K, Katsuya H, Matsumoto Y, Otani K, Mawatari M, Nikaido T. A new era in the management of spinal metastasis. Front Oncol 2024; 14:1374915. [PMID: 38694784 PMCID: PMC11062132 DOI: 10.3389/fonc.2024.1374915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 04/02/2024] [Indexed: 05/04/2024] Open
Abstract
Despite the recent advances in cancer treatment, the incidence of patients with spinal metastases continues to grow along with the total number of cancer patients. Spinal metastases can significantly impair activities of daily living (ADL) and quality of life (QOL), compared with other types of bone metastases, as they are characterized with severe pain and paralysis caused by skeletal-related events. Reduced ADL can also lead to treatment limitations as certain anticancer agents and radiation therapy are not compatible treatments; thus, leading to a shorter life expectancy. Consequently, maintaining ADLs in patients with spinal metastases is paramount, and spine surgeons have an integral role to play in this regard. However, neurosurgeon, orthopedic and spinal surgeons in Japan do not have a proactive treatment approach to spinal metastases, which may prevent them from providing appropriate treatment when needed (clinical inertia). To overcome such endemic inertia, it is essential for 1) spine surgeons to understand and be more actively involved with patients with musculoskeletal disorders (cancer locomo) and cancer patients; 2) the adoption of a multidisciplinary approach (coordination and meetings not only with the attending oncologist but also with spine surgeons, radiologists, rehabilitation specialists, and other professionals) to preemptive treatment such as medication, radiotherapy, and surgical treatment; and 3) the integration of the latest findings associated with minimally invasive spinal treatments that have expanded the indications for treatment of spinal metastases and improved treatment outcomes. This heralds a new era in the management of spinal metastases.
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Affiliation(s)
- Tadatsugu Morimoto
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Yu Toda
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Michiyuki Hakozaki
- Department of Orthopaedic Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Permsak Paholpak
- Department of Orthopedics, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Kazuyuki Watanabe
- Department of Orthopaedic Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Kinshi Kato
- Department of Orthopaedic Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Masatsugu Tsukamoto
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Hirohito Hirata
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Yoichi Kaneuchi
- Department of Orthopaedic Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Yasunori Tome
- Department of Orthopedic Surgery, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan
| | - Satomi Nagamine
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Kotaro Nishida
- Department of Orthopedic Surgery, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan
| | - Hiroo Katsuya
- Division of Hematology, Respiratory Medicine and Oncology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Yoshihiro Matsumoto
- Department of Orthopaedic Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Koji Otani
- Department of Orthopaedic Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Masaaki Mawatari
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Takuya Nikaido
- Department of Orthopaedic Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
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Johnson R, Shaffer A, Tang A, Tsai K, Guglielmi G, Arnold PM. Posterior-only 2-level vertebrectomy and fusion in a medically complex patient with lumbar metastasis: illustrative case. JOURNAL OF NEUROSURGERY. CASE LESSONS 2024; 7:CASE23646. [PMID: 38560936 PMCID: PMC10988232 DOI: 10.3171/case23646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 02/28/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Spinal metastases are commonly seen in patients with cancer and often indicate a poor prognosis. Treatment can include curative or palliative surgery, chemotherapy, and radiation therapy. The surgical approach varies widely on the basis of the affected region of the spine, the location of the tumor (anterior versus posterior), the goal of surgery, the health of the patient, and surgeon preference. OBSERVATIONS The authors present a case of a 68-year-old male with intractable lower-back pain and substantially diminished ambulation. Diagnostic imaging revealed a lumbar metastasis from a cholangiocarcinoma primary at L2-3 (4.5 cm anteroposterior × 5.7 cm transverse × 7.0 cm craniocaudal). The patient underwent a 2-level vertebrectomy with expandable cage placement and T10 to S2 fusion via a posterior-only approach. The patient regained much of his mobility and quality of life after the surgery. LESSONS Although this was a high-risk surgery, the authors show that a posterior-only approach can be used for lumbar vertebrectomies and fusion when necessary. Palliative surgeries carrying a high risk, especially in the setting of a limited prognosis, should include multidisciplinary deliberations and a thorough discussion of the risks and outcome expectations with the patient.
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Affiliation(s)
- Ryan Johnson
- 1Department of Neurosurgery, Carle Foundation Hospital, Urbana, Illinois; and
| | - Annabelle Shaffer
- 2Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, Illinois
| | - Ashley Tang
- 2Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, Illinois
| | - Kathryn Tsai
- 2Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, Illinois
| | - Gina Guglielmi
- 1Department of Neurosurgery, Carle Foundation Hospital, Urbana, Illinois; and
| | - Paul M Arnold
- 1Department of Neurosurgery, Carle Foundation Hospital, Urbana, Illinois; and
- 2Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, Illinois
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Nguyen AD, Haines C, Price MJ, Dalton TE, Baëta CD, Hockenberry HA, Goodwin CR. Single-cell RNA sequencing comparison of the human metastatic prostate spine tumor microenvironment. STAR Protoc 2024; 5:102805. [PMID: 38341849 PMCID: PMC10867439 DOI: 10.1016/j.xpro.2023.102805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/20/2023] [Accepted: 12/13/2023] [Indexed: 02/13/2024] Open
Abstract
Spinal column tumors can be difficult to process for single-cell omic studies, given the heterogeneity in tissue. Here, we present a protocol for operating room-to-benchtop single-cell processing of clinical specimens from a prostate cancer patient. We describe steps for sample homogenization, red blood cell lysis, cryopreservation, and single-cell sequencing analysis. This protocol can be used to identify prognostic markers and therapeutic targets for patients with osseous spine metastases and better inform eligibility for clinical trials.
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Affiliation(s)
- Annee D Nguyen
- Department of Neurosurgery, Duke University Medical Center, 200 Trent Dr, Durham, NC 27710, USA
| | - Corinne Haines
- Department of Molecular Genetics, Ohio State University, 1060 Carmack Road, Columbus, OH 43210, USA
| | - Meghan J Price
- Department of Medicine, John Hopkins Hospital, 1800 Orleans St, Baltimore, MD 21287, USA
| | - Tara E Dalton
- Department of Neurosurgery, Duke University Medical Center, 200 Trent Dr, Durham, NC 27710, USA
| | - César D Baëta
- Center for Population Health Sciences, Stanford University, 1701 Page Mill Road, Palo Alto, CA 94304, USA
| | - Harrison A Hockenberry
- Department of Neurosurgery, Duke University Medical Center, 200 Trent Dr, Durham, NC 27710, USA
| | - C Rory Goodwin
- Department of Neurosurgery, Duke University Medical Center, 200 Trent Dr, Durham, NC 27710, USA.
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McFaline-Figueroa JR. Spinal Cord Neoplasms. Continuum (Minneap Minn) 2024; 30:99-118. [PMID: 38330474 DOI: 10.1212/con.0000000000001375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2024]
Abstract
OBJECTIVE This article discusses the diagnostic approach to patients with suspected neoplasms of the spinal cord and reviews the most common primary and metastatic spinal neoplasms and their presentations. LATEST DEVELOPMENTS Neoplasms of the spinal cord are rare entities that can involve the spinal cord parenchyma, the dura and leptomeninges, or the extradural space. The most common intramedullary spinal cord neoplasms are primary spinal cord tumors, including ependymomas, pilocytic astrocytomas, and diffuse midline gliomas. The most common primary neoplasms of the spine are intradural extramedullary spinal meningiomas, whereas primary neoplasms of the leptomeninges are rare. Advances in molecular characterization of spinal cord tumors and recent clinical trials of these rare entities are expanding the repertoire of systemic therapy options for primary spinal cord neoplasms. Metastases to the spine most often affect the extradural space. Metastatic epidural spinal cord compression is a neurologic emergency that requires a rapid, multidisciplinary response to preserve neurologic function. ESSENTIAL POINTS Neurologists should understand the diagnostic approach to neoplasms of the spinal cord. Knowledge of the most common spinal cord neoplasms will allow for appropriate management and optimal patient care.
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Shakil H, Malhotra AK, Badhiwala JH, Karthikeyan V, Essa A, He Y, Fehlings MG, Sahgal A, Dea N, Kiss A, Witiw CD, Redelmeier DA, Wilson JR. Contemporary trends in the incidence and timing of spinal metastases: A population-based study. Neurooncol Adv 2024; 6:vdae051. [PMID: 38680988 PMCID: PMC11046986 DOI: 10.1093/noajnl/vdae051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2024] Open
Abstract
Background Spinal metastases are a significant complication of advanced cancer. In this study, we assess temporal trends in the incidence and timing of spinal metastases and examine underlying patient demographics and primary cancer associations. Methods In this population-based retrospective cohort study, health data from 2007 to 2019 in Ontario, Canada were analyzed (n = 37, 375 patients identified with spine metastases). Primary outcomes were annual incidence of spinal metastasis, and time to metastasis after primary diagnosis. Results The age-standardized incidence of spinal metastases increased from 229 to 302 cases per million over the 13-year study period. The average annual percent change (AAPC) in incidence was 2.2% (95% CI: 1.4% to 3.0%) with patients aged ≥85 years demonstrating the largest increase (AAPC 5.2%; 95% CI: 2.3% to 8.3%). Lung cancer had the greatest annual incidence, while prostate cancer had the greatest increase in annual incidence (AAPC 6.5; 95% CI: 4.1% to 9.0%). Lung cancer patients were found to have the highest risk of spine metastasis with 10.3% (95% CI: 10.1% to 10.5%) of patients being diagnosed at 10 years. Gastrointestinal cancer patients were found to have the lowest risk of spine metastasis with 1.0% (95% CI: 0.9% to 1.0%) of patients being diagnosed at 10 years. Conclusions The incidence of spinal metastases has increased in recent years, particularly among older patients. The incidence and timing vary substantially among different primary cancer types. These findings contribute to the understanding of disease trends and emphasize a growing population of patients who require subspecialty care.
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Affiliation(s)
- Husain Shakil
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Armaan K Malhotra
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Jetan H Badhiwala
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Vishwathsen Karthikeyan
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Ahmad Essa
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Yingshi He
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Michael G Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Krembil Research Institute, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Arjun Sahgal
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Nicolas Dea
- Neurosurgical and Orthopedic Spine Program, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alex Kiss
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | - Christopher D Witiw
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Donald A Redelmeier
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Jefferson R Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada
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Mulyadi R, Putri PP, Handoko, Zairinal RA, Prihartono J. Dynamic contrast-enhanced magnetic resonance imaging parameter changes as an early biomarker of tumor responses following radiation therapy in patients with spinal metastases: a systematic review. Radiat Oncol J 2023; 41:225-236. [PMID: 38185927 PMCID: PMC10772591 DOI: 10.3857/roj.2023.00290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 08/18/2023] [Accepted: 08/21/2023] [Indexed: 01/09/2024] Open
Abstract
PURPOSE This systematic review aims to assess and summarize the clinical values of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) parameter changes as early biomarkers of tumor responses following radiation therapy (RT) in patients with spinal metastases. MATERIALS AND METHODS A systematic search was conducted on five electronic databases: PubMed, Scopus, Science Direct, Cochrane, and Embase. Studies were included if they mentioned DCE-MRI parameter changes before and after RT in patients with spinal metastases with a correlation to tumor responses based on clinical and imaging criteria. The Quality Assessment of Diagnostic Accuracy Studies 2 was used to assess study quality. RESULTS This systematic review included seven studies involving 107 patients. All seven studies evaluated the transfer constant (Ktrans), six studies evaluated the plasma volume fraction (Vp), three studies evaluated the extravascular extracellular space volume fraction, and two studies evaluated the rate constant. There were variations in the type of primary cancer, RT techniques used, post-treatment scan time, and median follow-up time. Despite the variations, however, the collected evidence generally suggested that significant differences could be detected in DCE-MRI parameters between before and after RT, which might reflect treatment success or failures in long-term follow-up. Responders showed higher reduction and lower values of Ktrans and Vp after RT. DCE-MRI parameters showed changes and detectable recurrences significantly earlier (up to 6 months) than conventional MRI with favorable diagnostic values. CONCLUSION The results of this systematic review suggested that DCE-MRI parameter changes in patients with spinal metastases could be a promising tool for treatment-response assessment following RT. Lower values and higher reduction of Ktrans and Vp after treatment demonstrated good prediction of local control. Compared to conventional MRI, DCE-MRI showed more rapid changes and earlier prediction of treatment failure.
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Affiliation(s)
- Rahmad Mulyadi
- Department of Radiology, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Pungky Permata Putri
- Department of Radiology, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Handoko
- Department of Radiation Oncology, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | | | - Joedo Prihartono
- Department of Community Medicine Pre Clinic, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
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Okai BK, Lipinski LJ, Ghannam MM, Fabiano AJ. Expected motor function change following decompressive surgery for spinal metastatic disease. NORTH AMERICAN SPINE SOCIETY JOURNAL 2023; 15:100240. [PMID: 37457395 PMCID: PMC10345847 DOI: 10.1016/j.xnsj.2023.100240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 06/25/2023] [Accepted: 06/27/2023] [Indexed: 07/18/2023]
Abstract
Background Motor function in patients with spinal metastatic disease (SMD) directly impacts a patient's ability to receive systemic therapy and overall survival. Spine surgeons may be in the challenging position to advise a patient on expected motor function outcomes and determine a patient's suitability as a surgical candidate. We present this study to provide this critical information on anticipated motor function change to spine surgeons. Methods Consecutive patients undergoing spinal surgery for SMD at a National Cancer Institute-designated cancer institute were prospectively enrolled. Patient motor function status before and after surgery was assessed using the standard 0 to 5 five-point muscle strength grading scale. The difference in presurgical and postsurgical motor function (proximal and distal) was used to assess motor function changes following surgery. Results A total of 171 patients were included. The mean age was 62.7±10.46 years and 40.9% (70) were female. Common primary malignancy types were lung (49), kidney (28), breast (25), and prostate (23). The average proximal and distal motor function difference was 0.38 (standard deviation=1.02, p<.0001) and 0.32 (standard deviation=0.91, p<.0001) respectively showing an improvement following surgery. Patients with proximal presurgical motor function of 2, 3, and 4 had an improved motor function in 73%, 77%, and 73% of the patients. Patients with distal presurgical motor function of 2, 3, and 4 had an improved motor function in 80%, 89%, and 70% of the patients. Conclusions Most patients undergoing surgery for SMD have a modest improvement in motor function following surgery. The degree of improvement in most instances is less than 1 point on a 0 to 5 motor function scale. This is critical knowledge for a spinal surgeon when evaluating SMD patients with significant preoperative motor function deficits. These results aid spinal surgeons in setting expectations and evaluating the need for rapid spinal decompression.
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Affiliation(s)
- Bernard K. Okai
- Department of Neuro-Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton St, Buffalo, NY, 14263, United States
- Department of Neurosurgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, 955 Main St, Buffalo, NY, 14203, United States
| | - Lindsay J. Lipinski
- Department of Neuro-Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton St, Buffalo, NY, 14263, United States
- Department of Neurosurgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, 955 Main St, Buffalo, NY, 14203, United States
| | - Moleca M. Ghannam
- Department of Neuro-Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton St, Buffalo, NY, 14263, United States
- Department of Neurosurgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, 955 Main St, Buffalo, NY, 14203, United States
| | - Andrew J. Fabiano
- Department of Neuro-Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton St, Buffalo, NY, 14263, United States
- Department of Neurosurgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, 955 Main St, Buffalo, NY, 14203, United States
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Creze M, Ghaouche J, Missenard G, Lazure T, Cluzel G, Devilder M, Briand S, Soubeyrand M, Meyrignac O, Carlier RY, Court C, Bouthors C. Understanding a mass in the paraspinal region: an anatomical approach. Insights Imaging 2023; 14:128. [PMID: 37466751 DOI: 10.1186/s13244-023-01462-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 06/10/2023] [Indexed: 07/20/2023] Open
Abstract
The paraspinal region encompasses all tissues around the spine. The regional anatomy is complex and includes the paraspinal muscles, spinal nerves, sympathetic chains, Batson's venous plexus and a rich arterial network. A wide variety of pathologies can occur in the paraspinal region, originating either from paraspinal soft tissues or the vertebral column. The most common paraspinal benign neoplasms include lipomas, fibroblastic tumours and benign peripheral nerve sheath tumours. Tumour-like masses such as haematomas, extramedullary haematopoiesis or abscesses should be considered in patients with suggestive medical histories. Malignant neoplasms are less frequent than benign processes and include liposarcomas and undifferentiated sarcomas. Secondary and primary spinal tumours may present as midline expansile soft tissue masses invading the adjacent paraspinal region. Knowledge of the anatomy of the paraspinal region is of major importance since it allows understanding of the complex locoregional tumour spread that can occur via many adipose corridors, haematogenous pathways and direct contact. Paraspinal tumours can extend into other anatomical regions, such as the retroperitoneum, pleura, posterior mediastinum, intercostal space or extradural neural axis compartment. Imaging plays a crucial role in formulating a hypothesis regarding the aetiology of the mass and tumour staging, which informs preoperative planning. Understanding the complex relationship between the different elements and the imaging features of common paraspinal masses is fundamental to achieving a correct diagnosis and adequate patient management. This review gives an overview of the anatomy of the paraspinal region and describes imaging features of the main tumours and tumour-like lesions that occur in the region.
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Affiliation(s)
- Maud Creze
- Department of Radiology, Assistance Publique des Hôpitaux de Paris, GH Université Paris- Saclay, DMU Smart Imaging, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France.
- BioMaps, Université Paris-Saclay, Hôpital Kremlin-Bicêtre, 78 rue du Général Leclerc, 94270, Le Kremlin-Bicêtre, France.
| | - Jessica Ghaouche
- Department of Radiology, Assistance Publique des Hôpitaux de Paris, GH Université Paris- Saclay, DMU Smart Imaging, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France
| | - Gilles Missenard
- Department of Orthopedic Surgery, Assistance Publique des Hôpitaux de Paris, GH Université Paris-Saclay, DMU de Chirurgie Traumatologie Orthopédique-Chirurgie Plastique- Reconstruction, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France
| | - Thierry Lazure
- Department of Pathology, Assistance Publique des Hôpitaux de Paris, GH Université Paris-Saclay, DMU Smart Imaging, Bicêtre hospital, Le Kremlin Bicêtre, France
| | - Guillaume Cluzel
- Department of Radiology, Assistance Publique des Hôpitaux de Paris, GH Université Paris- Saclay, DMU Smart Imaging, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France
| | - Matthieu Devilder
- Department of Radiology, Assistance Publique des Hôpitaux de Paris, GH Université Paris- Saclay, DMU Smart Imaging, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France
| | - Sylvain Briand
- Department of Orthopedic Surgery, Assistance Publique des Hôpitaux de Paris, GH Université Paris-Saclay, DMU de Chirurgie Traumatologie Orthopédique-Chirurgie Plastique- Reconstruction, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France
| | | | - Olivier Meyrignac
- Department of Radiology, Assistance Publique des Hôpitaux de Paris, GH Université Paris- Saclay, DMU Smart Imaging, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France
- BioMaps, Université Paris-Saclay, Hôpital Kremlin-Bicêtre, 78 rue du Général Leclerc, 94270, Le Kremlin-Bicêtre, France
| | - Robert-Yves Carlier
- Department of Radiology, Assistance Publique des Hôpitaux de Paris, GH Université Paris- Saclay, DMU Smart Imaging, Garches Teaching Hospital, Le Kremlin-Bicêtre, France
| | - Charles Court
- Department of Orthopedic Surgery, Assistance Publique des Hôpitaux de Paris, GH Université Paris-Saclay, DMU de Chirurgie Traumatologie Orthopédique-Chirurgie Plastique- Reconstruction, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France
| | - Charlie Bouthors
- Department of Orthopedic Surgery, Assistance Publique des Hôpitaux de Paris, GH Université Paris-Saclay, DMU de Chirurgie Traumatologie Orthopédique-Chirurgie Plastique- Reconstruction, Bicêtre Teaching Hospital, Le Kremlin-Bicêtre, France
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Liu K, Qin S, Ning J, Xin P, Wang Q, Chen Y, Zhao W, Zhang E, Lang N. Prediction of Primary Tumor Sites in Spinal Metastases Using a ResNet-50 Convolutional Neural Network Based on MRI. Cancers (Basel) 2023; 15:cancers15112974. [PMID: 37296938 DOI: 10.3390/cancers15112974] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/23/2023] [Accepted: 05/25/2023] [Indexed: 06/12/2023] Open
Abstract
We aim to investigate the feasibility and evaluate the performance of a ResNet-50 convolutional neural network (CNN) based on magnetic resonance imaging (MRI) in predicting primary tumor sites in spinal metastases. Conventional sequences (T1-weighted, T2-weighted, and fat-suppressed T2-weighted sequences) MRIs of spinal metastases patients confirmed by pathology from August 2006 to August 2019 were retrospectively analyzed. Patients were partitioned into non-overlapping sets of 90% for training and 10% for testing. A deep learning model using ResNet-50 CNN was trained to classify primary tumor sites. Top-1 accuracy, precision, sensitivity, area under the curve for the receiver-operating characteristic (AUC-ROC), and F1 score were considered as the evaluation metrics. A total of 295 spinal metastases patients (mean age ± standard deviation, 59.9 years ± 10.9; 154 men) were evaluated. Included metastases originated from lung cancer (n = 142), kidney cancer (n = 50), mammary cancer (n = 41), thyroid cancer (n = 34), and prostate cancer (n = 28). For 5-class classification, AUC-ROC and top-1 accuracy were 0.77 and 52.97%, respectively. Additionally, AUC-ROC for different sequence subsets ranged between 0.70 (for T2-weighted) and 0.74 (for fat-suppressed T2-weighted). Our developed ResNet-50 CNN model for predicting primary tumor sites in spinal metastases at MRI has the potential to help prioritize the examinations and treatments in case of unknown primary for radiologists and oncologists.
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Affiliation(s)
- Ke Liu
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
| | - Siyuan Qin
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
| | - Jinlai Ning
- Department of Informatics, King's College London, London WC2B 4BG, UK
| | - Peijin Xin
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
| | - Qizheng Wang
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
| | - Yongye Chen
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
| | - Weili Zhao
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
| | - Enlong Zhang
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
| | - Ning Lang
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
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Rehabilitation in Advanced Cancer Patients with Bone Metastases and Neural Compromise: Current Status and Future Directions. Curr Oncol Rep 2022; 24:1023-1033. [PMID: 35362828 DOI: 10.1007/s11912-022-01229-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/28/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW This review aimed to increase the understanding of oncologists and physiatrists about the necessity, efficacy, and safety of rehabilitation in advanced cancer patients with bone metastases and neural compromise. RECENT FINDINGS Recently, there are growing evidence supporting the safety and efficacy of rehabilitation in patients with bone metastases and neural compromise. Despite the potential benefits of rehabilitation, however, rehabilitative services are considerably underutilized in clinical practice. Many oncologists are not familiar with functional issues and have limited understanding of the available rehabilitative services. Moreover, medical professionals, even physiatrists, have uncertainties and concerns about skeletal complications and often regard rehabilitation as a contraindication in this patient group. This review aimed to raise awareness on the role of rehabilitation in the continuum of cancer treatment, to improve its use in clinical practice. A multidisciplinary team approach involving physiatrist may facilitate integration of relevant clinicians.
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Zaborovskii N, Schlauch A, Ptashnikov D, Mikaylov D, Masevnin S, Smekalenkov O, Shapton J, Kondrashov D. Hardware Failure in Spinal Tumor Surgery: A Hallmark of Longer Survival? Neurospine 2022; 19:84-95. [PMID: 35378583 PMCID: PMC8987542 DOI: 10.14245/ns.2143180.590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 01/16/2022] [Indexed: 11/19/2022] Open
Abstract
Objective: Instrumentation failure in spine tumor surgery is a common reason for revision operation. Increases in patient survival demand a better understanding of the hardware longevity. The study objective was to investigate risk factors for instrumentation failure requiring revision surgery in patients with spinal tumors.Methods: A retrospective cohort from a single tertiary care specialty hospital from January 2005 to January 2021, for patients with spinal primary or metastatic tumors who underwent surgical intervention with instrumentation. Demographic and treatment data were collected and analyzed. Kaplan-Meier analysis was performed for overall survival, and separate univariate and multivariate regression analysis was performed.Results: Three hundred fifty-one patients underwent surgical intervention for spinal tumor, of which 23 experienced instrumentation failure requiring revision surgery (6.6%). Multivariate regression analysis identified pelvic fixation (odds ratio [OR], 10.9), spinal metastasis invasiveness index (OR, 1.11), and survival of greater than 5 years (OR, 3.6) as significant risk factors for hardware failure. One- and 5-year survival rates were 57% and 8%, respectively.Conclusion: Instrumentation failure after spinal tumor surgery is a common reason for revision surgery. Our study suggests that the use of pelvic fixation, invasiveness of the surgery, and survival greater than 5 years are independent risk factors for instrumentation failure.
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Affiliation(s)
- Nikita Zaborovskii
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
- Saint-Petersburg State University, Saint-Petersburg, Russia
| | - Adam Schlauch
- San Francisco Orthopaedic Residency Program, San Francisco, CA, USA
| | - Dmitrii Ptashnikov
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
- North-Western State Medical University named after I.I.Mechnikov, Saint-Petersburg, Russia
| | - Dmitrii Mikaylov
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
| | - Sergei Masevnin
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
| | - Oleg Smekalenkov
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
| | - John Shapton
- San Francisco Orthopaedic Residency Program, San Francisco, CA, USA
| | - Dimitriy Kondrashov
- Dignity Health - Saint Mary’s Hospital, San Francisco, CA, USA
- Corresponding Author Dimitriy Kondrashov https://orcid.org/0000-0002-3390-6648 Dignity Health - Saint Mary’s Hospital, SF Spine Surgeons, 1 Shrader Street, Suite 600, San Francisco, CA 94117, USA
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Sarma K, Kohns DJ, Berri MA, Joyce E, Smith SR. Interventional and Non-interventional Medical Rehabilitation Approaches to Axial Spine Pain in Vertebral Metastatic Disease. FRONTIERS IN PAIN RESEARCH 2022; 2:675787. [PMID: 35295460 PMCID: PMC8915636 DOI: 10.3389/fpain.2021.675787] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 05/10/2021] [Indexed: 12/28/2022] Open
Abstract
As targeted therapies help patients with advanced cancer live longer, interventions for management of axial spine pain will become more common. Unfortunately, the indications for and safety of these procedures have been relatively unexplored compared with non-cancer adults. This review focuses on the following aspects of axial spine pain management in patients with vertebral metastatic disease: (1) pathophysiology and symptoms of cancer- and non-cancer-related spine pain; (2) safety and efficacy of non-interventional rehabilitation approaches to treat this pain; (3) considerations for interventional pain approaches to acute and chronic pain in patients with vertebral metastatic disease. This review also summarizes gaps in the literature and describes specific cases in which the described interventions have been applied.
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Affiliation(s)
- Krishna Sarma
- Department of Physical Medicine and Rehabilitation, University of Michigan Medical School, Ann Arbor, MI, United States
| | - David J Kohns
- Department of Physical Medicine and Rehabilitation, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Maryam A Berri
- Department of Physical Medicine and Rehabilitation, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Elizabeth Joyce
- University of Michigan Medical School, Ann Arbor, MI, United States
| | - Sean R Smith
- Department of Physical Medicine and Rehabilitation, University of Michigan Medical School, Ann Arbor, MI, United States
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