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Wang PQ, Charron BP, Hali K, Raleigh M, Del Balso C, Macleod MD, Sanders DW, Lawendy AR. Risk Factors for Early Postoperative Morbidity and Mortality following Extremity Metastatic Pathologic or Impending Fracture Fixation. Int J Surg Oncol 2024; 2024:3565134. [PMID: 39301148 PMCID: PMC11412750 DOI: 10.1155/2024/3565134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 08/13/2024] [Accepted: 09/03/2024] [Indexed: 09/22/2024] Open
Abstract
Background As cancer survivorship continues to improve, the perioperative morbidity and mortality following surgical treatment of metastatic bone disease become an increasingly important consideration. The objective of this study is to identify risk factors for early postoperative complications and mortality following extremity prophylactic fixation and pathologic fracture stabilization. Methods A single-centre retrospective review of 185 patients (226 total surgeries) who underwent prophylactic fixation or pathologic fracture stabilization for extremity metastatic bone disease between 2005 and 2020 was performed. Skull, spine, pelvic, and revision surgeries along with diagnosis of primary bone neoplasm were excluded. Univariate, multivariate, and subgroup analyses were performed to identify predictors and independent risk factors for 30-day postoperative morbidity and mortality. Results Primary cancers included lung (n = 41), breast (n = 36), multiple myeloma (n = 35), prostate (n = 16), lymphoma (n = 11), renal cell carcinoma (n = 10), and other (n = 36). The 30-day postoperative complication and mortality rates were 32.30% (n = 73) and 17.26% (n = 39), respectively. The most common complications were pulmonary-related, cardiac events, surgical site infection, sepsis, and thromboembolism. Pathologic fracture, presence of extra-skeletal metastases, longer surgical duration, and blood transfusion requirements were associated with 30-day postoperative complications overall. A past medical history for cardiac disease was also associated with systemic but not local surgical complications. Pathologic fracture, presence of extra-skeletal metastases, lung cancer, blood transfusion requirements, and increasing pack-year smoking history were predictors for 30-day mortality. In the multivariate analysis, pathologic fracture (p=0.016) and presence of extra-skeletal metastases (p=0.029) were independent predictors of complications. For mortality, pathologic fracture (p=0.014), presence of extra-skeletal metastases (p=0.0085), and increased blood transfusion requirements (p=0.048) were independent risk factors. Conclusions The findings of this study provide additional guidance for perioperative risk assessment and patient counselling. Additionally, improving clinical assessment tools to identify and quantify patients at risk of pathologic fractures becomes increasingly important given the significant morbidity and mortality associated with pathologic fracture treatment.
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Affiliation(s)
| | | | - Kalter Hali
- University of Toronto, Toronto, Ontario, Canada
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Reyes Soto G, Moreno DV, Serrano-Murillo M, Castillo-Rangel C, Gonzalez-Aguilar A, Meré Gómez JR, Garcìa Fuentes PI, Cacho Diaz B, Ramirez MDJE, Nikolenko V, Cherubin TM, Amador Hernández MA, Montemurro N. Transpedicular Corpectomy in Minimally Invasive Surgery for Metastatic Spinal Cord Compression: A Single-Center Series. Cureus 2024; 16:e70503. [PMID: 39479069 PMCID: PMC11523553 DOI: 10.7759/cureus.70503] [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] [Accepted: 09/29/2024] [Indexed: 11/02/2024] Open
Abstract
Introduction The role of separation surgery in managing symptomatic spinal metastases has been increasing in recent years, and it represents a crucial part of the definitive management of this condition. Methods We report on a series of seven patients treated at the National Cancer Institute in Mexico using minimally invasive approaches to perform transpedicular corpectomy. The goal was to obtain a margin of tumor-free tissue, enabling the completion of oncological treatment with radiotherapy. Results We collected data from six cases. The mean age was 61.2 years. Surgical outcomes were good in 83.3% of patients. Ranging from minimally invasive instrumentations to total or partial corpectomies, these procedures achieved their intended function of generating healthy neural tissue free of tumor. This ensures that the radiation gradient does not affect this tissue. No surgical complications were reported. The objective of these surgeries was to establish a radiotherapy or radiosurgery regimen as soon as possible, thereby improving patients' quality of life (QoL). Conclusions Low-cost transpedicular corpectomy via minimally invasive surgery (MIS) is a safe and effective method that meets the goals of separation surgery. However, prospective studies are needed to directly compare open techniques with minimally invasive methods.
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Affiliation(s)
- Gervith Reyes Soto
- Neurosurgical Oncology, Mexico's National Institute of Cancer, Tlalpan, MEX
| | | | | | - Carlos Castillo-Rangel
- Neurosurgery, Servicio of the 1ro de Octubre Hospital of the Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, Instituto Politécnico Nacional, Mexico City, MEX
| | | | - José Rodrigo Meré Gómez
- Physical Medicine and Rehabilitation, Clínica de la Columna Instituto Nacional de Rehabilitación, Mexico City, MEX
| | | | | | | | - Vladimir Nikolenko
- Human Anatomy and Histology, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, RUS
| | | | - Miguel Agustín Amador Hernández
- Orthopaedics, Hospital Central Militar - Traumatología y Ortopedia, Hospital General de Mexico Cirugía de Columna, Mexico City, MEX
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Papalia GF, Brigato P, Sisca L, Maltese G, Faiella E, Santucci D, Pantano F, Vincenzi B, Tonini G, Papalia R, Denaro V. Artificial Intelligence in Detection, Management, and Prognosis of Bone Metastasis: A Systematic Review. Cancers (Basel) 2024; 16:2700. [PMID: 39123427 PMCID: PMC11311270 DOI: 10.3390/cancers16152700] [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: 06/19/2024] [Revised: 07/20/2024] [Accepted: 07/26/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND Metastasis commonly occur in the bone tissue. Artificial intelligence (AI) has become increasingly prevalent in the medical sector as support in decision-making, diagnosis, and treatment processes. The objective of this systematic review was to assess the reliability of AI systems in clinical, radiological, and pathological aspects of bone metastases. METHODS We included studies that evaluated the use of AI applications in patients affected by bone metastases. Two reviewers performed a digital search on 31 December 2023 on PubMed, Scopus, and Cochrane library and extracted authors, AI method, interest area, main modalities used, and main objectives from the included studies. RESULTS We included 59 studies that analyzed the contribution of computational intelligence in diagnosing or forecasting outcomes in patients with bone metastasis. Six studies were specific for spine metastasis. The study involved nuclear medicine (44.1%), clinical research (28.8%), radiology (20.4%), or molecular biology (6.8%). When a primary tumor was reported, prostate cancer was the most common, followed by lung, breast, and kidney. CONCLUSIONS Appropriately trained AI models may be very useful in merging information to achieve an overall improved diagnostic accuracy and treatment for metastasis in the bone. Nevertheless, there are still concerns with the use of AI systems in medical settings. Ethical considerations and legal issues must be addressed to facilitate the safe and regulated adoption of AI technologies. The limitations of the study comprise a stronger emphasis on early detection rather than tumor management and prognosis as well as a high heterogeneity for type of tumor, AI technology and radiological techniques, pathology, or laboratory samples involved.
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Affiliation(s)
- Giuseppe Francesco Papalia
- Operative Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.F.P.)
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Paolo Brigato
- Operative Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.F.P.)
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Luisana Sisca
- Department of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy
| | - Girolamo Maltese
- Operative Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.F.P.)
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Eliodoro Faiella
- Department of Radiology and Interventional Radiology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 00128 Rome, Italy
- Research Unit of Radiology and Interventional Radiology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Domiziana Santucci
- Department of Radiology and Interventional Radiology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 00128 Rome, Italy
| | - Francesco Pantano
- Department of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy
| | - Bruno Vincenzi
- Department of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy
| | - Giuseppe Tonini
- Department of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy
| | - Rocco Papalia
- Operative Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.F.P.)
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Vincenzo Denaro
- Operative Research Unit of Orthopaedic and Trauma Surgery, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Rome, Italy; (G.F.P.)
- Research Unit of Orthopaedic and Trauma Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
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Letty Q, Grange R, Bertholon S, Thomas T, Beneton A, Morisson S, Boutet C, Grange S. Percutaneous Fixation with Internal Cemented Screws for Iliac Lytic Bone Metastases: Assessment of Pain and Quality of Life on Long Term Follow-up. Cardiovasc Intervent Radiol 2024; 47:980-990. [PMID: 38782766 DOI: 10.1007/s00270-024-03746-5] [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: 01/25/2024] [Accepted: 04/25/2024] [Indexed: 05/25/2024]
Abstract
PURPOSE To assess effectiveness on pain, quality of life and late adverse events of percutaneous fixation with internal cemented screw (FICS) among patients with iliac lytic bone metastases with or without pathological fractures. MATERIALS AND METHODS This retrospective exploratory study analyzed FICS procedures on iliac osteolytic bone lesions with and without pathological fracture performed from July 2019 to January 2022 in one tertiary level university hospital. The procedure were performed under general anesthesia, and were CT and fluoroscopically guided. Numerical Pain Rate Score (NPRS), mean EuroQol visual analogue scale (EQ VAS), morphine consumption, walking ability, walking perimeter and presence of walking aids and the appearance of complications were evaluated. RESULTS Nineteen procedures among 18 patients were carried out with a mean follow up time of 243.3 ± 243.2 days. The mean of the maximum NPRS decreased from 8.4 ± 1.3 to 2.2 ± 3.1 at 1 month (p < 0.01) and remained between 1.3 and 4.1 during a follow-up consultation period of 3-24 months. The mean EQ VAS rose from 42.0 ± 12.5 to 57.3 ± 13.9 at 1 month (p < 0.01) follow-up and remained between 55.8 and 62.5 thereafter. No patient scores returned to pre-procedure levels during follow-up. Mean morphine use decreased from 111.1 ± 118.1 to 57.8 ± 70.3 mg/d at 1 month (p > 0.05) follow-up. No late adverse events were reported. CONCLUSION Percutaneous FICS is a safe procedure with fast and long-standing effect on pain, mobility and quality of life. It can be used as a complement to the known analgesic therapeutic arsenal for bone metastases.
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Affiliation(s)
- Quentin Letty
- Department of Radiology, Hôpital Nord, University Hospital of Saint Etienne, Avenue Albert Raymond, 42055, Saint-Etienne Cedex 2, France
| | - Rémi Grange
- Department of Radiology, Hôpital Nord, University Hospital of Saint Etienne, Avenue Albert Raymond, 42055, Saint-Etienne Cedex 2, France
| | - Sylvain Bertholon
- Department of Radiology, Hôpital Nord, University Hospital of Saint Etienne, Avenue Albert Raymond, 42055, Saint-Etienne Cedex 2, France
| | - Thierry Thomas
- Department of Rhumatology, University Hospital of Saint Etienne, Avenue Albert Raymond, 42055, Saint-Etienne Cedex 2, France
| | - Aurelie Beneton
- Department of Supportive Care in Oncology, Lucien Neuwirth Cancer Institute, 5 Rue Charles de Gaulle, 42055, Saint-Etienne Cedex 2, France
| | - Stéphanie Morisson
- Department of Supportive Care in Oncology, Lucien Neuwirth Cancer Institute, 5 Rue Charles de Gaulle, 42055, Saint-Etienne Cedex 2, France
| | - Claire Boutet
- Department of Radiology, Hôpital Nord, University Hospital of Saint Etienne, Avenue Albert Raymond, 42055, Saint-Etienne Cedex 2, France
| | - Sylvain Grange
- Department of Radiology, Hôpital Nord, University Hospital of Saint Etienne, Avenue Albert Raymond, 42055, Saint-Etienne Cedex 2, France.
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de Groot TM, Ramsey D, Groot OQ, Fourman M, Karhade AV, Twining PK, Berner EA, Fenn BP, Collins AK, Raskin K, Lozano S, Newman E, Ferrone M, Doornberg JN, Schwab JH. Does the SORG Machine-learning Algorithm for Extremity Metastases Generalize to a Contemporary Cohort of Patients? Temporal Validation From 2016 to 2020. Clin Orthop Relat Res 2023; 481:2419-2430. [PMID: 37229565 PMCID: PMC10642892 DOI: 10.1097/corr.0000000000002698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/15/2023] [Accepted: 04/21/2023] [Indexed: 05/27/2023]
Abstract
BACKGROUND The ability to predict survival accurately in patients with osseous metastatic disease of the extremities is vital for patient counseling and guiding surgical intervention. We, the Skeletal Oncology Research Group (SORG), previously developed a machine-learning algorithm (MLA) based on data from 1999 to 2016 to predict 90-day and 1-year survival of surgically treated patients with extremity bone metastasis. As treatment regimens for oncology patients continue to evolve, this SORG MLA-driven probability calculator requires temporal reassessment of its accuracy. QUESTION/PURPOSE Does the SORG-MLA accurately predict 90-day and 1-year survival in patients who receive surgical treatment for a metastatic long-bone lesion in a more recent cohort of patients treated between 2016 and 2020? METHODS Between 2017 and 2021, we identified 674 patients 18 years and older through the ICD codes for secondary malignant neoplasm of bone and bone marrow and CPT codes for completed pathologic fractures or prophylactic treatment of an impending fracture. We excluded 40% (268 of 674) of patients, including 18% (118) who did not receive surgery; 11% (72) who had metastases in places other than the long bones of the extremities; 3% (23) who received treatment other than intramedullary nailing, endoprosthetic reconstruction, or dynamic hip screw; 3% (23) who underwent revision surgery, 3% (17) in whom there was no tumor, and 2% (15) who were lost to follow-up within 1 year. Temporal validation was performed using data on 406 patients treated surgically for bony metastatic disease of the extremities from 2016 to 2020 at the same two institutions where the MLA was developed. Variables used to predict survival in the SORG algorithm included perioperative laboratory values, tumor characteristics, and general demographics. To assess the models' discrimination, we computed the c-statistic, commonly referred to as the area under the receiver operating characteristic (AUC) curve for binary classification. This value ranged from 0.5 (representing chance-level performance) to 1.0 (indicating excellent discrimination) Generally, an AUC of 0.75 is considered high enough for use in clinical practice. To evaluate the agreement between predicted and observed outcomes, a calibration plot was used, and the calibration slope and intercept were calculated. Perfect calibration would result in a slope of 1 and intercept of 0. For overall performance, the Brier score and null-model Brier score were determined. The Brier score can range from 0 (representing perfect prediction) to 1 (indicating the poorest prediction). Proper interpretation of the Brier score necessitates a comparison with the null-model Brier score, which represents the score for an algorithm that predicts a probability equal to the population prevalence of the outcome for each patient. Finally, a decision curve analysis was conducted to compare the potential net benefit of the algorithm with other decision-support methods, such as treating all or none of the patients. Overall, 90-day and 1-year mortality were lower in the temporal validation cohort than in the development cohort (90 day: 23% versus 28%; p < 0.001, and 1 year: 51% versus 59%; p<0.001). RESULTS Overall survival of the patients in the validation cohort improved from 28% mortality at the 90-day timepoint in the cohort on which the model was trained to 23%, and 59% mortality at the 1-year timepoint to 51%. The AUC was 0.78 (95% CI 0.72 to 0.82) for 90-day survival and 0.75 (95% CI 0.70 to 0.79) for 1-year survival, indicating the model could distinguish the two outcomes reasonably. For the 90-day model, the calibration slope was 0.71 (95% CI 0.53 to 0.89), and the intercept was -0.66 (95% CI -0.94 to -0.39), suggesting the predicted risks were overly extreme, and that in general, the risk of the observed outcome was overestimated. For the 1-year model, the calibration slope was 0.73 (95% CI 0.56 to 0.91) and the intercept was -0.67 (95% CI -0.90 to -0.43). With respect to overall performance, the model's Brier scores for the 90-day and 1-year models were 0.16 and 0.22. These scores were higher than the Brier scores of internal validation of the development study (0.13 and 0.14) models, indicating the models' performance has declined over time. CONCLUSION The SORG MLA to predict survival after surgical treatment of extremity metastatic disease showed decreased performance on temporal validation. Moreover, in patients undergoing innovative immunotherapy, the possibility of mortality risk was overestimated in varying severity. Clinicians should be aware of this overestimation and discount the prediction of the SORG MLA according to their own experience with this patient population. Generally, these results show that temporal reassessment of these MLA-driven probability calculators is of paramount importance because the predictive performance may decline over time as treatment regimens evolve. The SORG-MLA is available as a freely accessible internet application at https://sorg-apps.shinyapps.io/extremitymetssurvival/ .Level of Evidence Level III, prognostic study.
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Affiliation(s)
- Tom M. de Groot
- Massachusetts General Hospital, Boston, MA, USA
- University Medical Center Groningen, Groningen, the Netherlands
| | - Duncan Ramsey
- University of Texas RGV School of Medicine, Edinburg, TX, USA
| | | | | | | | | | | | | | | | | | | | - Eric Newman
- Massachusetts General Hospital, Boston, MA, USA
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Is central sarcopenia a predictor of prognosis for patients with pathological fracture? Surgeon 2023; 21:108-118. [PMID: 35430110 DOI: 10.1016/j.surge.2022.03.005] [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: 11/15/2021] [Revised: 02/20/2022] [Accepted: 03/03/2022] [Indexed: 11/23/2022]
Abstract
INTRODUCTION We aimed to investigate the relationship between central sarcopenia and survival in patients with pathological fracture. METHODS We reviewed records of patients who were treated for pathological fracture of axial and appendicular skeleton in our clinic between 2011 and 2020. We used the psoas: lumbar vertebral index (PLVI) on axial computer tomographic evaluation to assess for central sarcopenia. A multivariate Cox algorithm was applied to recognize these factors independently associated with one month, six months, one year, and overall survival. RESULTS A total of 147 patients [61 (41.4%) male and 86 (58.6%) female] were included, with an average age of 62.4 years. During the study, 108 (73.4%) patients died, and 39 (26.6%) were alive. The survival rates at 1 month, 6 months, and 1 year after surgery were 94.6%, 68.7%, and 53.1%, respectively. PLVI values ranged from 0.21 to 1.20 with a mean of 0.536 and a median of 0.520. According to the median value of PLVI, 68 patients with sarcopenia had low PLVI and 79 patients without sarcopenia had high PLVI. For the first month, only the preoperative albumin level was identified as a prognostic factor. Eastern Cooperative Oncology Group Performance Status (ECOG), American Society of Anesthesia (ASA) scores and primary malignancy (rapid grade) were strong predictor of poor survival. The PLVI was independent significant predictor of first month (HR, 0.083 [95% CI, 0.011-0.649], p = 0.018) and overall survival (HR, 0.129 [95% CI, 0.034-0.492], p = 0.003). CONCLUSION The PLVI was a strong predictor of first year, and overall survival in patients with pathological fracture.
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Wänman J, Kjartansdóttir S, Wolf O, Sundkvist J, Wennergren D, Mukka S. Age, sex, primary tumor type and site are associated with mortality after pathological fractures: an observational study of 1453 patients from the Swedish Fracture Register. J Orthop Surg Res 2023; 18:150. [PMID: 36859299 PMCID: PMC9976455 DOI: 10.1186/s13018-023-03620-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 02/15/2023] [Indexed: 03/03/2023] Open
Abstract
BACKGROUND Pathological fractures are challenging in orthopedic surgery and oncology, with implications for the patient's quality of life, mobility and mortality. The efficacy of oncological treatment on life expectancy for cancer patients has improved, but the metastatic pattern for bone metastases and survival is diverse for different tumor types. This study aimed to evaluate survival in relation to age, sex, primary tumor and site of the pathological fractures. METHODS All pathological fractures due to cancer between 1 September 2014 and 31 December 2021 were included in this observational study from the Swedish Fracture Register (SFR). Data on age, sex, tumor type, fracture site and mortality were collected. RESULTS A total of 1453 patients with pathological fractures were included (48% women, median age 73, range 18-100 years). Unknown primary tumors were the most common primary site (n = 308). The lower extremities were the most common site of pathological fractures. Lung cancer had the shortest median survival of 78 days (range 54-102), and multiple myeloma had the longest median survival of 432 days (range 232-629). The site at the lower extremity had the shortest (187 days, range 162-212), and the spine had the longest survival (386 days, range 211-561). Age, sex, primary type and site of the pathological fractures were all associated with mortality. INTERPRETATION Age, sex, primary tumor type and site of pathological fractures were associated with survival. Survival time is short and correlated with primary tumor type, with lung cancer as the strongest negative predictor of survival.
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Affiliation(s)
- Johan Wänman
- Department of Surgical and Perioperative Sciences (Orthopedics), Umeå University, Umeå, Sweden
| | - Sonja Kjartansdóttir
- Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Olof Wolf
- Section of Orthopaedics, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Jonas Sundkvist
- Department of Surgical and Perioperative Sciences (Orthopedics), Umeå University, Umeå, Sweden
| | - David Wennergren
- Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Sebastian Mukka
- Department of Surgical and Perioperative Sciences (Orthopedics), Umeå University, Umeå, Sweden
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Posterior Endoscopic Cervical Decompression in Metastatic Cervical Spine Tumors: An Alternative to Palliative Surgery. J Am Acad Orthop Surg Glob Res Rev 2022; 6:01979360-202211000-00002. [PMID: 36322577 PMCID: PMC9633083 DOI: 10.5435/jaaosglobal-d-22-00201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 09/14/2022] [Indexed: 01/24/2023]
Abstract
Metastatic spinal cord compression of the cervical spine is a well-known consequence of cancer that generally manifests as an oncological emergency. This study presents and describes an alternative to the minimally invasive posterior full-endoscopic approach for direct decompression and tumor debulking from the metastasis of hepatocellular carcinoma (HCC) in the cervical spine. A 54-year-old man presented with progressive cervical radiculopathy that had persisted for 3 months. The underlying disease was HCC. Radiographic examination revealed evidence of metastatic spinal cord compression with an epidural mass at the C4-C5 levels, which compressed the C4-C5 spinal cord without bony destruction. The modified Tomita score was 6 to 8 points based on palliative surgery. A posterior full-endoscopic approach to remove the tumor from the metastasis of HCC in the cervical spine was done. A postoperative radiographic study revealed adequate tumor mass resection and spinal decompression. The patient was extremely satisfied with this alternative treatment and achieved complete neurologic recovery at 1 month and no recurrent symptoms at the 6-month follow-up. The technique of posterior full-endoscopic decompression of cervical metastasis causing unilateral radiculopathy, presented in this study, is feasible. This surgical intervention seems to be optional minimally invasive and acts as an alternative to palliative surgery.
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The Prediction of Survival after Surgical Management of Bone Metastases of the Extremities—A Comparison of Prognostic Models. Curr Oncol 2022; 29:4703-4716. [PMID: 35877233 PMCID: PMC9320475 DOI: 10.3390/curroncol29070373] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/19/2022] [Accepted: 06/27/2022] [Indexed: 11/24/2022] Open
Abstract
Individualized survival prognostic models for symptomatic patients with appendicular metastatic bone disease are key to guiding clinical decision-making for the orthopedic surgeon. Several prognostic models have been developed in recent years; however, most orthopedic surgeons have not incorporated these models into routine practice. This is possibly due to uncertainty concerning their accuracy and the lack of comparison publications and recommendations. Our aim was to conduct a review and quality assessment of these models. A computerized literature search in MEDLINE, EMBASE and PubMed up to February 2022 was done, using keywords: “Bone metastasis”, “survival”, “extremity” and “prognosis”. We evaluated each model’s performance, assessing the estimated discriminative power and calibration accuracy for the analyzed patients. We included 11 studies out of the 1779 citations initially retrieved. The 11 studies included seven different models for estimating survival. Among externally validated survival prediction scores, PATHFx 3.0, 2013-SPRING and potentially Optimodel were found to be the best models in terms of performance. Currently, it is still a challenge to recommend any of the models as the standard for predicting survival for these patients. However, some models show better performance status and other quality characteristics. We recommend future, large, multicenter, prospective studies to compare between PATHfx 3.0, SPRING 2013 and OptiModel using the same external validation dataset.
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10
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ESTRO ACROP guidelines for external beam radiotherapy of patients with complicated bone metastases. Radiother Oncol 2022; 173:240-253. [DOI: 10.1016/j.radonc.2022.06.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 05/31/2022] [Accepted: 06/01/2022] [Indexed: 12/19/2022]
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11
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Bouthors C, Laumonerie P, Crenn V, Prost S, Blondel B, Fuentes S, Court C, Mazel C, Charles YP, Sailhan F, Bonnevialle P. Surgical treatment of bone metastasis from osteophilic cancer. Results in 401 peripheral and spinal locations. Orthop Traumatol Surg Res 2022; 108:103193. [PMID: 34954014 DOI: 10.1016/j.otsr.2021.103193] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 07/26/2021] [Accepted: 08/03/2021] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Peripheral and spinal bone metastases arise mainly from 5 osteophilic cancers: lung, prostate, kidney, breast and thyroid. Few studies combined results for the two types metastatic location (peripheral and spinal). Therefore we performed a multicenter retrospective study of surgically managed peripheral and spinal bone metastases to assess: (1) global function at a minimum 1 year's follow-up and; (2) factors affecting survival. HYPOTHESIS Global function is improved by surgery, with acceptable survival. MATERIAL AND METHOD Between 2015 and 2016, 386 patients were operated on in 11 centers for 401 metastases: 231 peripheral, and 170 spinal. Mean age was 62.6±12.5 years in the 212 female patients (54%) versus 66.4±11.5 years in the 174 males (46%) (p=0.001). Pre- to postoperative comparison was made on pain on VAS (visual analog scale), WHO (World Health Organization) score, Karnofsky score, walking and global upper-limb function. Survival was estimated at 4 years' follow-up. RESULTS The most frequent locations were in the femur (n=146, 36%) and thoracic spine (n=107, 27%). The primary cancer was revealed by the metastasis in 82 patients (21%). There were 55 general complications (14%) and 48 local complications (12%). Twenty-one patients (5.4%) died during the first month. VAS and Karnofsky sores improved: respectively, 6.6±2.3 vs. 3.4±2.1 (p<0.001) and 65±14 vs. 72±20 (p=0.01). Walking, upper-limb function and Frankel grade improved in respectively 49/86 (57%), 19/29 (66%) and 31/84 (37%) patients. Median survival was 13.3 months (95% CI: 10.8-17.1), and was related to the primary (log-rank, p<0.001): lung 6.5 months (95% CI: 5.2-8.9), prostate 11.1 months (95% CI: 5.3-43.6), kidney 12.9 months (95% CI: 8.4-22.6), breast 26.5 months (95% CI: 19.0-34.0), and thyroid 49.0 months (95% CI: 12.2-NA). On multivariate analysis, independent factors for death comprised internal fixation rather than prosthesis (OR=2.20; 95% CI: 1.59-3.04 (p<0.001)), high preoperative ASA score (OR=1.78; 95% CI: 1.40-2.28 (p<0.001)), preoperative chemotherapy (OR=1.26; 95% CI: 1.13-1.41 (p<0.001)) and major visceral metastasis (lung, brain, liver) (OR=11.80; 95% CI: 5.21-26.71 (p<0.001)). CONCLUSION Although function improved only slightly, pain relief and maintained autonomy suggest enhanced comfort in life, confirming the study hypothesis only partially. Factors affecting survival and clinical results argue for preventive surgery when possible, before general health status deteriorates. LEVEL OF EVIDENCE IV; retrospective observational.
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Affiliation(s)
- Charlie Bouthors
- Université Paris-Saclay, Assistance Publique-Hôpitaux de Paris, Hôpital Kremlin-Bicêtre, Service de Chirurgie Orthopédique et Traumatologique, 78, Rue du Général Leclerc, 94270 Le Kremlin Bicêtre, France.
| | - Pierre Laumonerie
- Département de Chirurgie Orthopédique, Hôpital Pellegrin, Place Amélie Raba Léon, 33000 Bordeaux, France
| | - Vincent Crenn
- Clinique Chirurgicale Orthopédique et Traumatologique, CHU de Nantes, Hôtel-Dieu, Place A. Ricordeau, 44093 Nantes Cedex, France
| | - Solène Prost
- Service de Neurochirurgie, Hôpital de la Timone, 264, Rue Saint Pierre, 13005 Marseille, France
| | - Benjamin Blondel
- Service de Neurochirurgie, Hôpital de la Timone, 264, Rue Saint Pierre, 13005 Marseille, France
| | - Stéphane Fuentes
- Service de Neurochirurgie, Hôpital de la Timone, 264, Rue Saint Pierre, 13005 Marseille, France
| | - Charles Court
- Université Paris-Saclay, Assistance Publique-Hôpitaux de Paris, Hôpital Kremlin-Bicêtre, Service de Chirurgie Orthopédique et Traumatologique, 78, Rue du Général Leclerc, 94270 Le Kremlin Bicêtre, France
| | - Christian Mazel
- Département de Chirurgie Orthopédique, Institut Montsouris, 42, Boulevard Jourdan, 75014 Paris, France
| | - Yann-Philippe Charles
- Service de Chirurgie du Rachis, Hôpital de Hautepierre, Avenue Molière, 67200 Strasbourg, France
| | - Fréderic Sailhan
- Service d'Orthopédie, Hôpital Cochin, 27, Rue du Faubourg Saint-Jacques, 75014 Paris, France
| | - Paul Bonnevialle
- Département Universitaire d'Orthopédie Traumatologie, Hôpital Pierre Paul Riquet, Place Baylac, 31052 Toulouse Cedex, France
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- Société Française de Chirurgie Orthopédique et Traumatologique, SOFCOT, 56, Rue Boissonade, 75014 Paris, France
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Bartelstein MK, Forsberg JA, Lavery JA, Yakoub MA, Akhnoukh S, Boland PJ, Fabbri N, Healey JH. Quantitative preoperative patient assessments are related to survival and procedure outcome for osseous metastases. J Bone Oncol 2022; 34:100433. [PMID: 35615081 PMCID: PMC9125675 DOI: 10.1016/j.jbo.2022.100433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 04/25/2022] [Accepted: 05/01/2022] [Indexed: 11/16/2022] Open
Abstract
Aims Our objective was to determine if preoperative patient-reported assessments are associated with survival after surgery for stabilization of skeletal metastases. Patients and Methods All patients with metastatic cancer to bone and indications for skeletal stabilization surgery were approached to participate in a prospective cohort study at a tertiary care center from 2012 to 2017. Of the 208 patients who were eligible, 195 (94%) completed the 36-item Short Form Health Survey (SF-36) preoperatively and underwent surgical treatment of skeletal metastases with complete or impending fractures; the sample encompassed a range of cancer diagnoses and included cases of both internal fixation and endoprosthetic replacement. Cox proportional hazards models were used to identify associations between SF-36 scores and survival. Results In a model adjusted for clinical factors, patients' mental and physical SF-36 component summary scores were significantly associated with survival, as was their SF-36 composite score (P = 0.004, P = 0.015, and P < 0.001, respectively). Scores in the general health, vitality, and mental health domains were each strongly associated with survival (P < 0.001). Conclusions Patients' preoperative assessments of their health status are associated with their survival after surgery for skeletal metastases. Patient-reported assessments have the potential to contribute unique information to models that estimate patient survival, as part of efforts to provide optimal, individualized care and make informed decisions about the type and magnitude of surgery for metastatic bone disease that will last the patient's lifetime.
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Affiliation(s)
- Meredith K. Bartelstein
- Department of Surgery, Orthopaedic Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY 10065, United States
| | - Jonathan A. Forsberg
- Department of Orthopaedic Surgery, Johns Hopkins University, 601 N Caroline St., 5th Floor, Baltimore, MD 21205, United States
| | - Jessica A. Lavery
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY 10065, United States
| | - Mohamed A. Yakoub
- Department of Surgery, Orthopaedic Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY 10065, United States
| | - Samuel Akhnoukh
- Department of Surgery, Orthopaedic Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY 10065, United States
| | - Patrick J. Boland
- Department of Surgery, Orthopaedic Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY 10065, United States
| | - Nicola Fabbri
- Department of Surgery, Orthopaedic Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY 10065, United States
| | - John H. Healey
- Department of Surgery, Orthopaedic Service, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY 10065, United States
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13
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Bongers MER, Groot OQ, Buckless CG, Kapoor ND, Twining PK, Schwab JH, Torriani M, Bredella MA. Body composition predictors of mortality on computed tomography in patients with spinal metastases undergoing surgical treatment. Spine J 2022; 22:595-604. [PMID: 34699994 PMCID: PMC8957497 DOI: 10.1016/j.spinee.2021.10.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 09/28/2021] [Accepted: 10/12/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Although survival of patients with spinal metastases has improved over the last decades due to advances in multi-modal therapy, there are currently no reliable predictors of mortality. Body composition measurements obtained using computed tomography (CT) have been recently proposed as biomarkers for survival in patients with and without cancer. Patients with cancer routinely undergo CT for staging or surveillance of therapy. Body composition assessed using opportunistic CTs might be used to determine survival in patients with spinal metastases. PURPOSE The purpose of this study was to determine the value of body composition measures obtained on opportunistic abdomen CTs to predict 90-day and 1-year mortality in patients with spinal metastases undergoing surgery. We hypothesized that low muscle and abdominal fat mass were positive predictors of mortality. STUDY DESIGN Retrospective study at a single tertiary care center in the United States. PATIENT SAMPLE This retrospective study included 196 patients between 2001 and 2016 that were 18 years of age or older, underwent surgical treatment for spinal metastases, and had a preoperative CT of the abdomen within three months prior to surgery. OUTCOME MEASURES Ninety-day and 1-year mortality by any cause. METHODS Quantification of cross-sectional areas (CSA) and CT attenuation of abdominal subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT), and paraspinous and abdominal skeletal muscle were performed on CT images at the level of L4 using an in-house automated algorithm. Sarcopenia was determined by total muscle CSA (cm2) divided by height squared (m2) with cutoff values of <52.4 cm2/m2 for men and <38.5 cm2/m2 for women. Bivariate and multivariate Cox proportional-hazard analyses were used to determine the associations between body compositions and 90-day and 1-year mortality. RESULTS The median age was 62 years (interquartile range=53-70). The mortality rate for 90-day was 24% and 1-year 54%. The presence of sarcopenia was associated with an increased 1-year mortality rate of 66% compared with a 1-year mortality rate of 41% in patients without sarcopenia (hazard ratio, 1.68; 95% confidence interval, 1.08-2.61; p=.02) after adjusting for various clinical factors including primary tumor type, ECOG performance status, additional metastases, neurology status, and systemic therapy. Additional analysis showed an association between sarcopenia and increased 1-year mortality when controlling for the prognostic modified Bauer score (HR, 1.58; 95%CI, 1.04-2.40; p=.03). Abdominal fat CSAs or muscle attenuation were not independently associated with mortality. CONCLUSIONS The presence of sarcopenia is associated with an increased risk of 1-year mortality for patients surgically treated for spinal metastases. Sarcopenia retained an independent association with mortality when controlling for the prognostic modified Bauer score. This implies that body composition measurements such as sarcopenia could serve as novel biomarkers for prediction of mortality and may supplement other existing prognostic tools to improve shared decision making for patients with spinal metastases that are contemplating surgical treatment.
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Affiliation(s)
- Michiel E R Bongers
- Department of Orthopaedic Surgery - Orthopaedic Oncology Service, Massachusetts General Hospital - Harvard Medical School, Yawkey 3A, 55 Fruit St, Boston, MA 02114, USA
| | - Olivier Q Groot
- Department of Orthopaedic Surgery - Orthopaedic Oncology Service, Massachusetts General Hospital - Harvard Medical School, Yawkey 3A, 55 Fruit St, Boston, MA 02114, USA
| | - Colleen G Buckless
- Division of Musculoskeletal Imaging and Intervention, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Yawkey 6E, 55 Fruit St, Boston, MA 02114, USA
| | - Neal D Kapoor
- Department of Orthopaedic Surgery - Orthopaedic Oncology Service, Massachusetts General Hospital - Harvard Medical School, Yawkey 3A, 55 Fruit St, Boston, MA 02114, USA
| | - Peter K Twining
- Department of Orthopaedic Surgery - Orthopaedic Oncology Service, Massachusetts General Hospital - Harvard Medical School, Yawkey 3A, 55 Fruit St, Boston, MA 02114, USA
| | - Joseph H Schwab
- Department of Orthopaedic Surgery - Orthopaedic Oncology Service, Massachusetts General Hospital - Harvard Medical School, Yawkey 3A, 55 Fruit St, Boston, MA 02114, USA
| | - Martin Torriani
- Division of Musculoskeletal Imaging and Intervention, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Yawkey 6E, 55 Fruit St, Boston, MA 02114, USA
| | - Miriam A Bredella
- Division of Musculoskeletal Imaging and Intervention, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Yawkey 6E, 55 Fruit St, Boston, MA 02114, USA.
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Reinforced cementoplasty for pelvic tumour lesions and pelvic traumatic fractures: preliminary experience. Eur Radiol 2022; 32:6187-6195. [PMID: 35362749 DOI: 10.1007/s00330-022-08742-2] [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: 08/30/2021] [Revised: 03/06/2022] [Accepted: 03/09/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVES Pelvic bone pathological lesions and traumatic fractures are a considerable source of pain and disability. In this study, we sought to evaluate the effectiveness of reinforced cementoplasty (RC) in painful and unstable lesions involving the pelvic bone in terms of pain relief and functional recovery. METHODS All patients with neoplastic lesion or pelvic fracture for whom a pelvic bone RC was carried out between November 2013 and October 2017 were included in our study. All patients who failed the medical management, patients unsuitable for surgery, and patients with unstable osteolytic lesions were eligible to RC. Clinical outcome was evaluated with a 1-month and 6-month post-procedure follow-up. The primary endpoint was local pain relief measured by the visual analogue scale (VAS). RESULTS Twenty-two patients (18 females, 4 males; mean age of 65.4 ± 13.3 years [range 38-80]) presenting with painful and unstable pelvic lesions were treated by RC during the study period. Among the 22 patients, 8 patients presented with unstable pelvic fractures (3 patients with iliac crest fracture, 3 with sacral fractures, and the remaining 2 with peri-acetabular fractures). No procedure-related complications were recorded. All patients had significant pain relief and functional improvement at 1 month. One patient (4.5%) had suffered a secondary fracture due to local tumour progression. CONCLUSIONS Reinforced cementoplasty is an original minimally invasive technique that may help in providing pain relief and effective bone stability for neoplastic and traumatic lesions involving the pelvic bone. KEY POINTS • Reinforced cementoplasty is feasible in both traumatic fractures and tumoural bone lesions of the pelvis. • Reinforced cementoplasty for pelvic bone lesions provides pain relief and functional recovery. • Recurrence of pelvic bone fracture was observed in 4.5% of the cases in our series.
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15
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Electrochemotherapy Is Effective in the Treatment of Bone Metastases. Curr Oncol 2022; 29:1672-1682. [PMID: 35323339 PMCID: PMC8947745 DOI: 10.3390/curroncol29030139] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 02/22/2022] [Accepted: 03/03/2022] [Indexed: 01/14/2023] Open
Abstract
Bone metastases induce pain, risk of fracture, and neural compression, and reduced mobility and quality of life. Electrochemotherapy (ECT) is a minimally invasive local treatment based on a high-voltage electric pulse combined with an anticancer drug. Preclinical and clinical studies have supported the use of ECT in patients with metastatic bone disease, demonstrating that it does not damage the mineral structure of the bone and its regenerative capacity, and that is feasible and efficient for the treatment of bone metastases. Since 2009, 88 patients with bone metastasis have received ECT at the Rizzoli Institute. 2014 saw the start of a registry of patients with bone metastases treated with ECT, whose data are recorded in a shared database. We share the Rizzoli Institute experience of 38 patients treated with ECT for a bone metastasis, excluding patients not included in the registry (before 2014) and those treated with bone fixation. Mean follow-up was 2 months (1–52). Response to treatment using RECIST criteria was 29% objective responses, 59% stable disease, and 16% progressive disease. Using PERCIST, the response was 36% OR, 14% SD, and 50% PD with no significant differences between the two criteria. A significant decrease in pain and better quality of life was observed at FU.
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16
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Body Composition Predictors of Adverse Postoperative Events in Patients Undergoing Surgery for Long Bone Metastases. J Am Acad Orthop Surg Glob Res Rev 2022; 6:01979360-202203000-00010. [PMID: 35262530 PMCID: PMC8913089 DOI: 10.5435/jaaosglobal-d-22-00001] [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: 12/27/2021] [Accepted: 01/03/2022] [Indexed: 11/23/2022]
Abstract
Body composition assessed using opportunistic CT has been recently identified as a predictor of outcome in patients with cancer. The purpose of this study was to determine whether the cross-sectional area (CSA) and the attenuation of abdominal subcutaneous adipose tissue, visceral adipose tissue (VAT), and paraspinous and abdominal muscles are the predictors of length of hospital stay, 30-day postoperative complications, and revision surgery in patients treated for long bone metastases.
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17
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Groot OQ, Lans A, Twining PK, Bongers MER, Kapoor ND, Verlaan JJ, Newman ET, Raskin KA, Lozano-Calderon SA, Janssen SJ, Schwab JH. Clinical Outcome Differences in the Treatment of Impending Versus Completed Pathological Long-Bone Fractures. J Bone Joint Surg Am 2022; 104:307-315. [PMID: 34851323 DOI: 10.2106/jbjs.21.00711] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND The outcome differences following surgery for an impending versus a completed pathological fracture have not been clearly defined. The purpose of the present study was to assess differences in outcomes following the surgical treatment of impending versus completed pathological fractures in patients with long-bone metastases in terms of (1) 90-day and 1-year survival and (2) intraoperative blood loss, perioperative blood transfusion, anesthesia time, duration of hospitalization, 30-day postoperative systemic complications, and reoperations. METHODS We retrospectively performed a matched cohort study utilizing a database of 1,064 patients who had undergone operative treatment for 462 impending and 602 completed metastatic long-bone fractures. After matching on 22 variables, including primary tumor, visceral metastases, and surgical treatment, 270 impending pathological fractures were matched to 270 completed pathological fractures. The primary outcome was assessed with the Cox proportional hazard model. The secondary outcomes were assessed with the McNemar test and the Wilcoxon signed-rank test. RESULTS The 90-day survival rate did not differ between the groups (HR, 1.13 [95% CI, 0.81 to 1.56]; p = 0.48), but the 1-year survival rate was worse for completed pathological fractures (46% versus 38%) (HR, 1.28 [95% CI, 1.02 to 1.61]; p = 0.03). With regard to secondary outcomes, completed pathological fractures were associated with higher intraoperative estimated blood loss (p = 0.03), a higher rate of perioperative blood transfusions (p = 0.01), longer anesthesia time (p = 0.04), and more reoperations (OR, 2.50 [95% CI, 1.92 to 7.86]; p = 0.03); no differences were found in terms of the rate of 30-day postoperative complications or the duration of hospitalization. CONCLUSIONS Patients undergoing surgery for impending pathological fractures had lower 1-year mortality rates and better secondary outcomes as compared with patients undergoing surgery for completed pathological fractures when accounting for 22 covariates through propensity matching. Patients with an impending pathological fracture appear to benefit from prophylactic stabilization as stabilizing a completed pathological fracture seems to be associated with increased mortality, blood loss, rate of blood transfusions, duration of surgery, and reoperation risk. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Olivier Q Groot
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.,Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Amanda Lans
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.,Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Peter K Twining
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Michiel E R Bongers
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.,Department of Orthopaedic Surgery, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Neal D Kapoor
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jorrit-Jan Verlaan
- Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Erik T Newman
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kevin A Raskin
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Santiago A Lozano-Calderon
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Stein J Janssen
- Department of Orthopaedic Surgery, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Joseph H Schwab
- Orthopaedic Oncology Service, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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Tseng TE, Lee CC, Yen HK, Groot OQ, Hou CH, Lin SY, Bongers MER, Hu MH, Karhade AV, Ko JC, Lai YH, Yang JJ, Verlaan JJ, Yang RS, Schwab JH, Lin WH. International Validation of the SORG Machine-learning Algorithm for Predicting the Survival of Patients with Extremity Metastases Undergoing Surgical Treatment. Clin Orthop Relat Res 2022; 480:367-378. [PMID: 34491920 PMCID: PMC8747677 DOI: 10.1097/corr.0000000000001969] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Accepted: 08/17/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND The Skeletal Oncology Research Group machine-learning algorithms (SORG-MLAs) estimate 90-day and 1-year survival in patients with long-bone metastases undergoing surgical treatment and have demonstrated good discriminatory ability on internal validation. However, the performance of a prediction model could potentially vary by race or region, and the SORG-MLA must be externally validated in an Asian cohort. Furthermore, the authors of the original developmental study did not consider the Eastern Cooperative Oncology Group (ECOG) performance status, a survival prognosticator repeatedly validated in other studies, in their algorithms because of missing data. QUESTIONS/PURPOSES (1) Is the SORG-MLA generalizable to Taiwanese patients for predicting 90-day and 1-year mortality? (2) Is the ECOG score an independent factor associated with 90-day and 1-year mortality while controlling for SORG-MLA predictions? METHODS All 356 patients who underwent surgery for long-bone metastases between 2014 and 2019 at one tertiary care center in Taiwan were included. Ninety-eight percent (349 of 356) of patients were of Han Chinese descent. The median (range) patient age was 61 years (25 to 95), 52% (184 of 356) were women, and the median BMI was 23 kg/m2 (13 to 39 kg/m2). The most common primary tumors were lung cancer (33% [116 of 356]) and breast cancer (16% [58 of 356]). Fifty-five percent (195 of 356) of patients presented with a complete pathologic fracture. Intramedullary nailing was the most commonly performed type of surgery (59% [210 of 356]), followed by plate screw fixation (23% [81 of 356]) and endoprosthetic reconstruction (18% [65 of 356]). Six patients were lost to follow-up within 90 days; 30 were lost to follow-up within 1 year. Eighty-five percent (301 of 356) of patients were followed until death or for at least 2 years. Survival was 82% (287 of 350) at 90 days and 49% (159 of 326) at 1 year. The model's performance metrics included discrimination (concordance index [c-index]), calibration (intercept and slope), and Brier score. In general, a c-index of 0.5 indicates random guess and a c-index of 0.8 denotes excellent discrimination. Calibration refers to the agreement between the predicted outcomes and the actual outcomes, with a perfect calibration having an intercept of 0 and a slope of 1. The Brier score of a prediction model must be compared with and ideally should be smaller than the score of the null model. A decision curve analysis was then performed for the 90-day and 1-year prediction models to evaluate their net benefit across a range of different threshold probabilities. A multivariate logistic regression analysis was used to evaluate whether the ECOG score was an independent prognosticator while controlling for the SORG-MLA's predictions. We did not perform retraining/recalibration because we were not trying to update the SORG-MLA algorithm in this study. RESULTS The SORG-MLA had good discriminatory ability at both timepoints, with a c-index of 0.80 (95% confidence interval 0.74 to 0.86) for 90-day survival prediction and a c-index of 0.84 (95% CI 0.80 to 0.89) for 1-year survival prediction. However, the calibration analysis showed that the SORG-MLAs tended to underestimate Taiwanese patients' survival (90-day survival prediction: calibration intercept 0.78 [95% CI 0.46 to 1.10], calibration slope 0.74 [95% CI 0.53 to 0.96]; 1-year survival prediction: calibration intercept 0.75 [95% CI 0.49 to 1.00], calibration slope 1.22 [95% CI 0.95 to 1.49]). The Brier score of the 90-day and 1-year SORG-MLA prediction models was lower than their respective null model (0.12 versus 0.16 for 90-day prediction; 0.16 versus 0.25 for 1-year prediction), indicating good overall performance of SORG-MLAs at these two timepoints. Decision curve analysis showed SORG-MLAs provided net benefits when threshold probabilities ranged from 0.40 to 0.95 for 90-day survival prediction and from 0.15 to 1.0 for 1-year prediction. The ECOG score was an independent factor associated with 90-day mortality (odds ratio 1.94 [95% CI 1.01 to 3.73]) but not 1-year mortality (OR 1.07 [95% CI 0.53 to 2.17]) after controlling for SORG-MLA predictions for 90-day and 1-year survival, respectively. CONCLUSION SORG-MLAs retained good discriminatory ability in Taiwanese patients with long-bone metastases, although their actual survival time was slightly underestimated. More international validation and incremental value studies that address factors such as the ECOG score are warranted to refine the algorithms, which can be freely accessed online at https://sorg-apps.shinyapps.io/extremitymetssurvival/. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Ting-En Tseng
- Department of Medical Education, National Taiwan University Hospital, Taipei City, Taiwan
| | - Chia-Che Lee
- Department of Orthopedic Surgery, National Taiwan University Hospital, Taipei City, Taiwan
| | | | - Olivier Q. Groot
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Chun-Han Hou
- Department of Orthopedic Surgery, National Taiwan University Hospital, Taipei City, Taiwan
| | - Shin-Ying Lin
- Department of Orthopedic Surgery, National Taiwan University Hospital, Taipei City, Taiwan
| | - Michiel E. R. Bongers
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ming-Hsiao Hu
- Department of Orthopedic Surgery, National Taiwan University Hospital, Taipei City, Taiwan
| | - Aditya V. Karhade
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jia-Chi Ko
- Department of Medical Education, National Taiwan University Hospital, Taipei City, Taiwan
| | - Yi-Hsiang Lai
- Department of Medical Education, National Taiwan University Hospital, Taipei City, Taiwan
| | - Jing-Jen Yang
- Department of Orthopedic Surgery, National Taiwan University Hospital, Taipei City, Taiwan
| | - Jorrit-Jan Verlaan
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | | | - Joseph H. Schwab
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Wei-Hsin Lin
- Department of Orthopedic Surgery, National Taiwan University Hospital, Taipei City, Taiwan
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Groot OQ, Bongers MER, Buckless CG, Twining PK, Kapoor ND, Janssen SJ, Schwab JH, Torriani M, Bredella MA. Body composition predictors of mortality in patients undergoing surgery for long bone metastases. J Surg Oncol 2022; 125:916-923. [PMID: 35023149 PMCID: PMC8917991 DOI: 10.1002/jso.26793] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 11/28/2021] [Accepted: 01/03/2022] [Indexed: 11/15/2022]
Abstract
Background and Objectives Body composition measurements using computed tomography (CT) may serve as imaging biomarkers of survival in patients with and without cancer. This study assesses whether body composition measurements obtained on abdominal CTs are independently associated with 90‐day and 1‐year mortality in patients with long‐bone metastases undergoing surgery. Methods This single institutional retrospective study included 212 patients who had undergone surgery for long‐bone metastases and had a CT of the abdomen within 90 days before surgery. Quantification of cross‐sectional areas (CSA) and CT attenuation of abdominal subcutaneous adipose tissue, visceral adipose tissue, and paraspinous and abdominal muscles were performed at L4. Multivariate Cox proportional‐hazards analyses were performed. Results Sarcopenia was independently associated with 90‐day mortality (hazard ratio [HR] = 1.87; 95% confidence interval [CI] = 1.11–3.16; p = 0.019) and 1‐year mortality (HR = 1.50; 95% CI = 1.02–2.19; p = 0.038) in multivariate analysis while controlling for clinical variables such as primary tumors, comorbidities, and chemotherapy. Abdominal fat CSAs and muscle attenuation were not associated with mortality. Conclusions The presence of sarcopenia assessed by CT is predictive of 90‐day and 1‐year mortality in patients undergoing surgery for long‐bone metastases. This body composition measurement can be used as novel imaging biomarker supplementing existing prognostic tools to optimize patient selection for surgery and improve shared decision making.
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Affiliation(s)
- Olivier Q Groot
- Department of Orthopaedic Surgery-Orthopaedic Oncology Service, Massachusetts General Hospital-Harvard Medical School, Boston, Massachusetts, USA
| | - Michiel E R Bongers
- Department of Orthopaedic Surgery-Orthopaedic Oncology Service, Massachusetts General Hospital-Harvard Medical School, Boston, Massachusetts, USA
| | - Colleen G Buckless
- Division of Musculoskeletal Imaging and Intervention, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Peter K Twining
- Department of Orthopaedic Surgery-Orthopaedic Oncology Service, Massachusetts General Hospital-Harvard Medical School, Boston, Massachusetts, USA
| | - Neal D Kapoor
- Department of Orthopaedic Surgery-Orthopaedic Oncology Service, Massachusetts General Hospital-Harvard Medical School, Boston, Massachusetts, USA
| | - Stein J Janssen
- Department of Orthopedic Surgery, Amsterdam Movement Sciences, Amsterdam University Medical Center-University of Amsterdam Meibergdreef, Amsterdam, The Netherlands
| | - Joseph H Schwab
- Department of Orthopaedic Surgery-Orthopaedic Oncology Service, Massachusetts General Hospital-Harvard Medical School, Boston, Massachusetts, USA
| | - Martin Torriani
- Division of Musculoskeletal Imaging and Intervention, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Miriam A Bredella
- Division of Musculoskeletal Imaging and Intervention, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
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20
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The Pathologic Fracture Mortality Index: A Novel Externally Validated Tool for Predicting 30-day Postoperative Mortality. J Am Acad Orthop Surg 2021; 29:e1264-e1273. [PMID: 33851940 DOI: 10.5435/jaaos-d-20-01309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Accepted: 03/01/2021] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Current mortality predictive tools, in the setting of completed or impending pathologic fractures, are nonspecific. Clinical decision making and mortality prediction in research would benefit from creation of a high-fidelity scoring system for calculating the risk of 30-day postoperative mortality. The purpose of this study is to develop a validated research and clinical tool that is superior to existing methods in estimating postoperative mortality risk after fixation of pathologic fractures. METHODS One thousand two hundred nineteen patients who underwent fixation for either completed or impending pathologic fractures in the National Surgical Quality Improvement Program (2012 to 2018) database were analyzed. Multivariable logistic regression with diagnostics was used to develop a predictive model in a derivation cohort and then validated in a validation cohort. Area under the curve (AUC) from receiver operator curve analysis was used to assess accuracy. A score was derived and compared with the American Society of Anesthesiologists classification and modified five-component frailty index (mF-I5). The score was validated in an exclusive cohort of patients who underwent fixation for pathologic fractures at a tertiary care center. RESULTS Of 1,219, a total of 177 (15%) patients did not survive beyond 30 days postoperatively. AUC for our predictive model was 0.76 in the derivation and 0.75 in the validation National Surgical Quality Improvement Program cohorts. The derived Pathologic Fracture Morbidity Index included seven data points: anemia, alkaline phosphatase > 150 U/L, albumin < 3.5 mg/dL, pulmonary disease, recent weight loss, functional dependence, and white blood cell count >12,000. The PFMI (AUC = 0.75) was more accurate than ASA (AUC = 0.60) or mF-5 (AUC = 0.58) (P < 0.01). The AUC for PFMI in predicting 30-day mortality in the exclusive cohort (N = 39) was 0.74. CONCLUSION The PFMI is a validated tool that may be used for predicting postoperative 30-day mortality after fixation of pathologic fractures, with higher level of accuracy compared with ASA or mF-I5.
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21
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Baumber R, Gerrand C, Cooper M, Aston W. Development of a scoring system for survival following surgery for metastatic bone disease. Bone Joint J 2021; 103-B:1725-1730. [PMID: 34719268 DOI: 10.1302/0301-620x.103b11.bjj-2020-2261.r1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIMS The incidence of bone metastases is between 20% to 75% depending on the type of cancer. As treatment improves, the number of patients who need surgical intervention is increasing. Identifying patients with a shorter life expectancy would allow surgical intervention with more durable reconstructions to be targeted to those most likely to benefit. While previous scoring systems have focused on surgical and oncological factors, there is a need to consider comorbidities and the physiological state of the patient, as these will also affect outcome. The primary aim of this study was to create a scoring system to estimate survival time in patients with bony metastases and to determine which factors may adversely affect this. METHODS This was a retrospective study which included all patients who had presented for surgery with metastatic bone disease. The data collected included patient, surgical, and oncological variables. Univariable and multivariable analysis identified which factors were associated with a survival time of less than six months and less than one year. A model to predict survival based on these factors was developed using Cox regression. RESULTS A total of 164 patients were included with a median survival time of 1.6 years (interquartile range 0.5 to 3.1) after surgery. On multivariable analysis, a higher American Society of Anesthesiologists grade (p < 0.001), a high white cell count (p = 0.002), hyponatraemia (p = 0.001), a preoperative resting heart rate of > 100 bpm (p = 0.052), and the type of primary cancer (p = 0.026) remained significant predictors of reduced survival time. The predictive model developed showed good discrimination and calibration to predict both six- and 12-month survival in patients with metastatic bone disease. CONCLUSION In addition to surgical and oncological factors, the level of comorbidity and physiological state of the patient has a significant impact on survival in patients with metastatic bone disease. These factors should be considered when assessing the appropriateness of surgical intervention. This is the first study to examine other patient factors alongside surgical and oncological data to identify a relationship between these and survival. Cite this article: Bone Joint J 2021;103-B(11):1725-1730.
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Affiliation(s)
- Rachel Baumber
- Department of Anaesthetics, Royal National Orthopaedic Hospital NHS Trust, London, UK
| | - Craig Gerrand
- Division of Orthopaedic Oncology & Specialist Hip and Knee Unit, Royal National Orthopaedic Hospital NHS Trust, London, UK
| | - Michael Cooper
- Department of Anaesthetics, Royal National Orthopaedic Hospital NHS Trust, London, UK
| | - William Aston
- Division of Orthopaedic Oncology & Specialist Hip and Knee Unit, Royal National Orthopaedic Hospital NHS Trust, London, UK
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22
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Abbott A, Kendal JK, Hewison C, Puloski S, Monument M. Longitudinal survival trends of patients with cancer with surgically managed appendicular metastatic bone disease: systematic review. Can J Surg 2021; 64:E550-E560. [PMID: 34728520 PMCID: PMC8565884 DOI: 10.1503/cjs.015520] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2020] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Advances in systemic cancer therapies have improved survival for patients with metastatic carcinoma; however, it is unknown whether these advances have translated to improved survival for patients with appendicular metastatic bone disease (A-MBD) after orthopedic interventions. We conducted a study to evaluate the trend in overall survival for patients who underwent orthopedic surgery for A-MBD between 1968 and 2018. METHODS A systematic search of Embase and Medline to identify studies published since 1968 evaluating patients treated with orthopedic surgery for A-MBD was conducted for a previously published scoping review. We used a meta-regression model to assess the longitudinal trends in 1-, 2- and 5-year overall survival between 1968 and 2018. The midpoint year of patient inclusion for each study was used for analysis. We categorized primary tumour types into a tumour severity score according to prognosis for a further meta-regression analysis. RESULTS Of the 5747 studies identified, 103 were retained for analysis. Meta-regression analysis showed no significant effect of midpoint study year on survival across all time points. There was no effect of the weighted average of tumour severity scores for each study on 1-year survival over time. CONCLUSION There was no significant improvement in overall survival between 1968 and 2018 for patients with A-MBD who underwent orthopedic surgery. Orthopedic intervention remains a poor prognostic variable for patients with MBD. This finding highlights the need for improved collection of prospective data in this population to identify patients with favourable survival outcomes who may benefit from personalized oncologic surgical interventions.
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Affiliation(s)
- Annalise Abbott
- From the Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, Alta. (Abbott, Kendal, Hewison, Puloski, Monument); the McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, Alta. (Puloski, Monument); and the Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, Alta. (Monument)
| | - Joseph K Kendal
- From the Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, Alta. (Abbott, Kendal, Hewison, Puloski, Monument); the McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, Alta. (Puloski, Monument); and the Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, Alta. (Monument)
| | - Christopher Hewison
- From the Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, Alta. (Abbott, Kendal, Hewison, Puloski, Monument); the McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, Alta. (Puloski, Monument); and the Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, Alta. (Monument)
| | - Shannon Puloski
- From the Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, Alta. (Abbott, Kendal, Hewison, Puloski, Monument); the McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, Alta. (Puloski, Monument); and the Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, Alta. (Monument)
| | - Michael Monument
- From the Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, Alta. (Abbott, Kendal, Hewison, Puloski, Monument); the McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, Alta. (Puloski, Monument); and the Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, Alta. (Monument)
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23
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Gusho CA, Clayton B, Mehta N, Hmeidan W, Colman MW, Gitelis S, Blank AT. Internal fixation versus endoprosthetic replacement of the proximal femur for metastatic bone disease: Single institutional outcomes. J Orthop 2021; 28:86-90. [PMID: 34992334 DOI: 10.1016/j.jor.2021.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 09/12/2021] [Accepted: 11/03/2021] [Indexed: 11/25/2022] Open
Abstract
PURPOSE This study compared internal fixation (IF) to proximal femur replacement (PFR) for proximal femoral metastasis. METHODS Between 2005 and 2019, 113 lesions underwent IF (n = 94) or PFR (n = 19). Revision risk was calculated with mortality as a competing event. RESULTS The 5-year revision risk after IF was 17.6% (95% CI, 9.8%-27.3%) compared to 7.6% (95% CI, 0.3%-28.9%) after PFR (p = 0.59). PFR had longer operative times (p < 0.001), hospital stay (p = 0.039), and higher blood loss (p < 0.001) than IF, respectively. CONCLUSIONS IF may be considered for patients with poor health and a limited prognosis given the less-invasive procedure and shorter hospital stay. LEVEL OF EVIDENCE III. Retrospective Study.
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Affiliation(s)
- Charles A Gusho
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Bishir Clayton
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Nabil Mehta
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Wassim Hmeidan
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Matthew W Colman
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Steven Gitelis
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Alan T Blank
- Department of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, USA
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24
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Skalitzky MK, Gulbrandsen TR, Groot OQ, Karhade AV, Verlaan JJ, Schwab JH, Miller BJ. The preoperative machine learning algorithm for extremity metastatic disease can predict 90-day and 1-year survival: An external validation study. J Surg Oncol 2021; 125:282-289. [PMID: 34608991 DOI: 10.1002/jso.26708] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 09/12/2021] [Accepted: 09/25/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND The prediction of survival is valuable to optimize treatment of metastatic long-bone disease. The Skeletal Oncology Research Group (SORG) machine-learning (ML) algorithm has been previously developed and internally validated. The purpose of this study was to determine if the SORG ML algorithm accurately predicts 90-day and 1-year survival in an external metastatic long-bone disease patient cohort. METHODS A retrospective review of 264 patients who underwent surgery for long-bone metastases between 2003 and 2019 was performed. Variables used in the stochastic gradient boosting SORG algorithm were age, sex, primary tumor type, visceral/brain metastases, systemic therapy, and 10 preoperative laboratory values. Model performance was calculated by discrimination, calibration, and overall performance. RESULTS The SORG ML algorithms retained good discriminative ability (area under the cure [AUC]: 0.83; 95% confidence interval [CI]: 0.76-0.88 for 90-day mortality and AUC: 0.84; 95% CI: 0.79-0.88 for 1-year mortality), calibration, overall performance, and decision curve analysis. CONCLUSION The previously developed ML algorithms demonstrated good performance in the current study, thereby providing external validation. The models were incorporated into an accessible application (https://sorg-apps.shinyapps.io/extremitymetssurvival/) that may be freely utilized by clinicians in helping predict survival for individual patients and assist in informative decision-making discussion before operative management of long bone metastatic lesions.
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Affiliation(s)
- Mary Kate Skalitzky
- Department of Orthopaedics and Rehabilitation, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
| | - Trevor R Gulbrandsen
- Department of Orthopaedics and Rehabilitation, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
| | - Olivier Q Groot
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Aditya V Karhade
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Jorrit-Jan Verlaan
- Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Joseph H Schwab
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Benjamin J Miller
- Department of Orthopaedics and Rehabilitation, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
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25
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Mou H, Wang Z, Zhang W, Li G, Zhou H, Yinwang E, Wang F, Sun H, Xue Y, Wang Z, Chen T, Chai X, Qu H, Lin P, Teng W, Li B, Ye Z. Clinical Features and Serological Markers Risk Model Predicts Overall Survival in Patients Undergoing Breast Cancer and Bone Metastasis Surgeries. Front Oncol 2021; 11:693689. [PMID: 34604031 PMCID: PMC8484887 DOI: 10.3389/fonc.2021.693689] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 08/13/2021] [Indexed: 12/23/2022] Open
Abstract
Background Surgical therapy of breast cancer and bone metastasis can effectively improve the prognosis of breast cancer. However, after the first operation, the relationship between preoperative indicators and outcomes in patients who underwent metastatic bone surgery remained to be studied. Purpose 1. Recognize clinical and laboratory prognosis factors available to clinical doctors before the operation for bone metastatic breast cancer patients. 2. Develop a risk prediction model for 3-year postoperative survival in patients with breast cancer bone metastasis. Methods From 2014 to 2020, patients who suffered from breast cancer bone metastasis and received therapeutic procedures in our institution were included for analyses (n=145). For patients who underwent both breast cancer radical surgery and bone metastasis surgery, comprehensive datasets of the parameters of interest (clinical features, laboratory factors, and patient prognoses) were collected (n=69). We performed Multivariate Cox regression to identify factors that were associated with postoperative outcome. 3-year survival prediction model and nomograms were established by 100 bootstrapping. Its benefit was evaluated by calibration plot, C-index, and decision curve analysis. The Surveillance, Epidemiology, and End Results database was also used for external validation. Results Radiotherapy for primary cancer, pathological type of metastatic breast cancer, lymph node metastasis, elevated serum alkaline phosphatase, lactate dehydrogenase were associated with postoperative prognosis. Pathological types of metastatic breast cancer, multiple bone metastasis, organ metastases, and elevated serum lactate dehydrogenase were associated with 3-year survival. Then those significant variables and serum alkaline phosphatase counts were integrated to construct nomograms for 3-year survival. The C-statistic of the established predictive model was 0.83. The calibration plot presents a graphical representation of calibration. In the decision curve analysis, the benefits are higher than those of the extreme curve. The receiver operating characteristic of the external validation of the model was 0.82, indicating a favored fitting degree of the two models. Conclusion Our study suggests that several clinical features and serological markers can predict the overall survival among the patients who are about to receive bone metastasis surgery after breast cancer surgery. The model can guide the preoperative evaluation and clinical decision-making for patients. Level of evidence Level III, prognostic study.
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Affiliation(s)
- Haochen Mou
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Zhan Wang
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Wenkan Zhang
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Guoqi Li
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Hao Zhou
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Eloy Yinwang
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Fangqian Wang
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Hangxiang Sun
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Yucheng Xue
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Zenan Wang
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Tao Chen
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Xupeng Chai
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Hao Qu
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Peng Lin
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Wangsiyuan Teng
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Binghao Li
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
| | - Zhaoming Ye
- Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Orthopedics Research Institute of Zhejiang University, Hangzhou, China.,Key Laboratory of Motor System Disease Research and Precision Therapy of Zhejiang Province, Hangzhou, China
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26
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The Surgical Management of Proximal Femoral Metastases: A Narrative Review. ACTA ACUST UNITED AC 2021; 28:3748-3757. [PMID: 34677238 PMCID: PMC8534449 DOI: 10.3390/curroncol28050320] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 09/24/2021] [Accepted: 09/26/2021] [Indexed: 12/26/2022]
Abstract
The proximal femur is a common location for the development of bony metastatic disease. Metastatic bone disease in this location can cause debilitating pain, pathologic fractures, reduced quality of life, anemia or hypercalcemia. A thorough history, physical examination and preoperative investigations are required to ensure accurate diagnosis and prognosis. The goals of surgical management is to provide pain relief and return to function with a construct that provides stability to allow for immediate weightbearing. Current surgical treatment options include intramedullary nailing, hemiarthroplasty or total hip arthroplasty and endoprosthetic reconstructions. Oligometastatic renal cell carcinoma must be given special consideration as tumor resection and reconstruction has survival benefit. Both tumor and patient characteristics must be taken into account before deciding on the appropriate surgical intervention.
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27
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Bongers MER, Groot OQ, Thio QCBS, Bramer JAM, Verlaan JJ, Newman ET, Raskin KA, Lozano-Calderon SA, Schwab JH. Prospective study for establishing minimal clinically important differences in patients with surgery for lower extremity metastases. Acta Oncol 2021; 60:714-720. [PMID: 33630699 DOI: 10.1080/0284186x.2021.1890333] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND The clinical relevance of patient-reported outcomes score changes is often unclear. Especially in patients undergoing surgery due to lower extremity metastases - where surgery is performed in the palliative setting and the goal is to optimize functional mobility, relieve pain and improve overall quality of life. This study assessed the minimal clinically important difference (MCID) of Patient-Reported Outcomes Measurement Information System (PROMIS) Pain Interference, Cancer-specific Physical Function, and Global (Physical and Mental Health) in patients treated surgically for impending or completed pathologic fractures. METHODS Patients undergoing surgery for osseous metastasis of the lower extremity because of an impending or completed pathologic fracture were consecutively enrolled in this tertiary center study. Patients completed the three PROMIS questionnaires preoperatively (n = 56) and at postoperative follow-up (n = 33) assessment one to three months later. Of the 23 patients that did not complete the postoperative survey, 5 patients died within 1-3 months and 18 patients were alive at 3-months but did not respond or show up at their postoperative consult. Thirty-one patients (94%) of the 33 included patients reported at least minimal improvement and two patients (6.1%) no change 1-3 months after the surgery based on an anchor-based approach. RESULTS The PROMIS MCIDs (95% confidence interval) for Pain Interference was 7.5 (3.4-12), Physical Function 4.1 (0.6-7.6), Global Physical Health 4.2 (2.0-6.6), and Global Mental Health 0.8 (-4.5-2.9). CONCLUSION This prospective study successfully defined a MCID for PROMIS Pain Interference of 7.5 (3.4-12), PROMIS Physical Function of 4.1 (0.6-7.6), and Global Physical Health of 4.2 (2.0-6.6) in patients with (impending) pathological fractures due to osseous metastases in the lower extremity; no MCID could be established for PROMIS Global Mental Health. Defining a narrower MCID value for each subpopulation requires a large, prospective, multicenter study. Nevertheless, the provided MCID values allow guidance to clinicians to evaluate the impact of surgical treatment on a patient's QoL. LEVEL OF EVIDENCE Level II Diagnostic study.
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Affiliation(s)
- M. E. R. Bongers
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Orthopaedic Surgery, Academic University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - O. Q. Groot
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Q. C. B. S. Thio
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - J. A. M. Bramer
- Department of Orthopaedic Surgery, Academic University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - J. J. Verlaan
- Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - E. T. Newman
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - K. A. Raskin
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - S. A. Lozano-Calderon
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - J. H. Schwab
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Anzuatégui PR, Mello GJP, Rigolino AVB. Lymphopenia predicts 30-day morbidity and mortality following spinal metastasis surgery. NORTH AMERICAN SPINE SOCIETY JOURNAL (NASSJ) 2021; 6:100062. [PMID: 35141627 PMCID: PMC8820028 DOI: 10.1016/j.xnsj.2021.100062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 04/04/2021] [Accepted: 04/05/2021] [Indexed: 01/11/2023]
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Scandiffio R, Bozzi E, Ezeldin M, Capanna R, Ceccoli M, Colangeli S, Donati DM, Colangeli M. Image-guided Cryotherapy for Musculoskeletal Tumors. Curr Med Imaging 2021; 17:166-178. [PMID: 32842945 DOI: 10.2174/1573405616666200825162712] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 06/16/2020] [Accepted: 06/19/2020] [Indexed: 01/14/2023]
Abstract
BACKGROUND This article represents a review of the use of image-guided cryotherapy in the treatment of musculoskeletal tumor lesions. Cryotherapy is able to induce a lethal effect on cancer cells through direct and indirect mechanisms. In this manuscript, we combined our experience with that of other authors who have published on this topic in order to provide indications on when to use cryotherapy in musculoskeletal oncology. DISCUSSION Image-Guided percutaneous cryotherapy is a therapeutic method now widely accepted in the treatment of patients with musculoskeletal tumors. It can be used both for palliative treatments of metastatic bone lesions and for the curative treatment of benign bone tumors, such as osteoid osteoma or osteoblastoma. In the treatment of bone metastases, cryotherapy plays a major role in alleviating or resolving disease-related pain, but it has also been demonstrated that it can have a role in local disease control. In recent years, the use of cryotherapy has also expanded for the treatment of both benign and malignant soft tissue tumors. CONCLUSION Percutaneous cryotherapy can be considered a safe and effective technique in the treatment of benign and malignant musculoskeletal tumors. Cryotherapy can be considered the first option in benign tumor lesions, such as osteoid osteoma, and a valid alternative to radiofrequency ablation. In the treatment of painful bone metastases, it must be considered secondarily to other standard treatments (radiotherapy, bisphosphonate therapy, and chemotherapy) when they are no longer effective in controlling the disease or when they cannot be repeated (for example, radiotherapy).
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Affiliation(s)
- Rossella Scandiffio
- Division of Interventional Radiology, Cisanello University Hospital, Pisa, Italy
| | - Elena Bozzi
- Division of Interventional Radiology, Cisanello University Hospital, Pisa, Italy
| | - Mohamed Ezeldin
- Department of Diagnostic and Interventional Radiology, Sohag University Hospital, Sohag, Egypt
| | - Rodolfo Capanna
- 2nd Orthopedic Division, Department Of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Matteo Ceccoli
- 2nd Orthopedic Division, Department Of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Simone Colangeli
- 2nd Orthopedic Division, Department Of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Davide M Donati
- Department of Musculo-Skeletal Oncology, IRCCS - Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Marco Colangeli
- Department of Musculo-Skeletal Oncology, IRCCS - Istituto Ortopedico Rizzoli, Bologna, Italy
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Elhassan Y, Guerin J, Harty J. Harrington rods for periacetabular pathological lesion: is it an option? Ir J Med Sci 2021; 191:163-168. [PMID: 33587233 DOI: 10.1007/s11845-021-02538-x] [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: 10/01/2020] [Accepted: 02/01/2021] [Indexed: 12/01/2022]
Abstract
Advancement in cancer treatment has prolonged the survival of cancer patients; as a result, there are an increased number of patients with bone metastases and pathological fractures referred to orthopaedic surgeons for surgical intervention for a better quality of life. Metastasis around the hip joint can be painful and intervene with patients' daily activity, and reconstruction of the hip joint with periacetabular metastasis is complex and challenging especially longer cancer survivals might out-live their fixation. Several acetabular reconstruction techniques and implants have been described to overcome this problem; acetabular reconstruction and total hip arthroplasty still remains the standard surgical treatment, to relief pain and to improve function and quality of life. Harrington reconstruction of periacetabular metastatic disease combined with hip arthroplasty is one of the options that can address this clinical scenario safely; it is reproducible and cost-effective. In this review, we present case series of patients treated in our institution using Harrington rod technique for acetabular pathological lesions with good outcome.
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Affiliation(s)
- Yahya Elhassan
- Trauma and Orthopaedics Department, Trauma and Orthopaedics Department, Cork University Hospital, Cork, Ireland.
| | - John Guerin
- Trauma and Orthopaedics Department, Trauma and Orthopaedics Department, Cork University Hospital, Cork, Ireland
| | - James Harty
- Trauma and Orthopaedics Department, Trauma and Orthopaedics Department, Cork University Hospital, Cork, Ireland
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Better pain control with 8-gray single fraction palliative radiotherapy for skeletal metastases: a Bayesian network meta-analysis. Clin Exp Metastasis 2021; 38:197-208. [PMID: 33559808 PMCID: PMC7987640 DOI: 10.1007/s10585-020-10067-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 11/20/2020] [Indexed: 12/25/2022]
Abstract
External Beam Radiotherapy (EBRT) allows remarkable pain control in patients with skeletal metastases. We performed a Bayesian network meta-analysis comparing the most commonly used radiotherapy regimens for palliative management in patients with skeletal metastases. The main online databases were accessed in October 2020. All randomized clinical trials evaluating the irradiation of painful bone metastases were considered. The following irradiation patterns were analysed and included in the present network meta-analysis: 8 Gy- and 10 Gy/single fraction, 20 Gy/5 fractions, 30 Gy/10 fractions. The Bayesian hierarchical random-effect model analysis was adopted in all comparisons. The Log Odds-Ratio (LOR) statistical method for dichotomic data was adopted for analysis. Data from 3595 patients were analysed. The mean follow-up was 9.5 (1 to 28) months. The cumulative mean age was 63.3 ± 2.9. 40.61% (1461 of 3595 patients) were female. The 8Gy/single fraction protocol detected reduced rate of “no pain response” (LOR 3.39), greater rate of “pain response” (LOR-5.88) and complete pain remission (LOR-7.05) compared to the other dose patterns. The 8Gy group detected a lower rate of pathological fractures (LOR 1.16), spinal cord compression (LOR 1.31) and re-irradiation (LOR 2.97) compared to the other dose patterns. Palliative 8Gy/single fraction radiotherapy for skeletal metastases shows outstanding results in terms of pain control, re-irradiations, pathological fractures and spinal cord compression, with no differences in terms of survivorship compared to the other multiple dose patterns. Level of evidence: I, Bayesian network meta-analysis of RCTs.
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C-reactive protein and tumour diagnosis predict survival in patients treated surgically for long bone metastases. INTERNATIONAL ORTHOPAEDICS 2021; 45:1337-1346. [PMID: 33392682 DOI: 10.1007/s00264-020-04921-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 12/17/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE Surgical options for long bone metastases include intramedullary nail fixation or prosthetic reconstruction. Patients with a short life expectancy may benefit from less invasive surgery such as intramedullary nail fixation, while patients with a long life expectancy could be treated with more invasive surgery such as prosthetic reconstruction. The purpose of our study was to analyze the survival of patients treated surgically for long bone metastases, determining the prognostic factors affecting survival and analyzing the surgical complications and reoperation rates. Based on our results, we developed a prognostic score that helps to choose the best treatment for these patients. In addition, we compared the performance of our prognostic score with other previous prognostic models. METHOD We investigated prospectively potential clinical and laboratory prognostic factors in 159 patients with metastatic bone disease who underwent surgery with intramedullary nail fixation or prosthetic reconstruction. Clinical data were collected, recording the following data: age and sex of patients, primary tumour and time of diagnosis, number (single or multiple) and presentation (synchronous or metachronous) of bone metastases, presence of visceral metastases. The following laboratory data were analyzed: hemoglobin, leukocyte counts, lymphocyte counts, platelets count, alkaline phosphatase, and C-reactive protein. RESULTS Our study showed that pathological C-reactive protein and primary tumour diagnosis were significant negative independent prognostic factors at 12-month survival. Based on our results, we created a score using C-reactive protein and primary tumour diagnosis, creating three different prognostic groups: (A) good prognosis primary tumour and physiological CRP with probability of survival at 12 months of 88.9 [80.1-98.5]; (B) bad prognosis primary tumour and physiological CRP or good prognosis primary tumour and pathological CRP with a probability of survival at 12 months of 56.7 [45.4-70.7]; (C) bad prognosis primary tumour and pathological CRP with a probability of survival at 12 months of 12.5 [5.0-28.3]. Using ROC multiple analysis, our score (AUC = 0.816) was the most accurate in predicting a 12-month survival compared to previous prognostic models. DISCUSSION Patients treated surgically for long bone metastases with a life expectancy over 12 months should be treated with more durable reconstruction, while patients with a life expectancy less than 12 months should be treated with less invasive surgery. The diagnosis of primary cancer and C-reactive protein are two very simple data which every orthopaedic surgeon in any community hospital can easily rely on for any decision-making in the surgical treatment of a complex patient as with a patient with skeletal metastases. CONCLUSION Our prognostic score based on only two simple variables (C-reactive protein and primary tumour diagnosis) was able to predict the 12-month survival of patients treated surgically for long bone metastases and could be helpful in choosing the best treatment for these patients.
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Lex JR, Evans S, Cool P, Gregory J, Ashford RU, Rankin KS, Cosker T, Kumar A, Gerrand C, Stevenson J. Venous thromboembolism in orthopaedic oncology. Bone Joint J 2020; 102-B:1743-1751. [PMID: 33249908 DOI: 10.1302/0301-620x.102b12.bjj-2019-1136.r3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIMS Malignancy and surgery are risk factors for venous thromboembolism (VTE). We undertook a systematic review of the literature concerning the prophylactic management of VTE in orthopaedic oncology patients. METHODS MEDLINE (PubMed), EMBASE (Ovid), Cochrane, and CINAHL databases were searched focusing on VTE, deep vein thrombosis (DVT), pulmonary embolism (PE), bleeding, or wound complication rates. RESULTS In all, 17 studies published from 1998 to 2018 met the inclusion criteria for the systematic review. The mean incidence of all VTE events in orthopaedic oncology patients was 10.7% (1.1% to 27.7%). The rate of PE was 2.4% (0.1% to 10.6%) while the rate of lethal PE was 0.6% (0.0% to 4.3%). The overall rate of DVT was 8.8% (1.1% to 22.3%) and the rate of symptomatic DVT was 2.9% (0.0% to 6.2%). From the studies that screened all patients prior to hospital discharge, the rate of asymptomatic DVT was 10.9% (2.0% to 20.2%). The most common risk factors identified for VTE were endoprosthetic replacements, hip and pelvic resections, presence of metastases, surgical procedures taking longer than three hours, and patients having chemotherapy. Mean incidence of VTE with and without chemical prophylaxis was 7.9% (1.1% to 21.8%) and 8.7% (2.0% to 23.4%; p = 0.11), respectively. No difference in the incidence of bleeding or wound complications between prophylaxis groups was reported. CONCLUSION Current evidence is limited to guide clinicians. It is our consensus opinion, based upon logic and deduction, that all patients be considered for both mechanical and chemical VTE prophylaxis, particularly in high-risk patients (pelvic or hip resections, prosthetic reconstruction, malignant diagnosis, presence of metastases, or surgical procedures longer than three hours). Additionally, the surgeon must determine, in each patient, if the risk of haemorrhage outweighs the risk of VTE. No individual pharmacological agent has been identified as being superior in the prevention of VTE events. Cite this article: Bone Joint J 2020;102-B(12)1743:-1751.
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Affiliation(s)
- Johnathan R Lex
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Canada.,Oncology Department, Royal Orthopaedic Hospital NHS Foundation Trust, Birmingham, UK
| | - Scott Evans
- Oncology Department, Royal Orthopaedic Hospital NHS Foundation Trust, Birmingham, UK
| | - Paul Cool
- Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, UK.,Medical School, Keele University, Keele, UK
| | - Jonathan Gregory
- Oncology Department, Royal Orthopaedic Hospital NHS Foundation Trust, Birmingham, UK
| | - Robert U Ashford
- Joint Reconstruction and Oncology, University Hospitals of Leicester NHS Trust, Leicester, UK.,Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | - Kenneth S Rankin
- Translational and Clinical Sciences Institute, Newcastle University, Newcastle, UK.,North of England Bone and Soft Tissue Tumour Service, Newcastle upon Tyne University Hospitals NHS Foundation Trust, Newcastle, UK
| | - Tom Cosker
- Orthopaedic Oncology, University of Oxford Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, Oxford, UK
| | - Amit Kumar
- Orthopaedics Department, Central Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Craig Gerrand
- Royal National Orthopaedic Hospital NHS Trust, Stanmore, UK
| | - Jonathan Stevenson
- Oncology Department, Royal Orthopaedic Hospital NHS Foundation Trust, Birmingham, UK.,Medical School, Aston University, Birmingham, UK
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Groot OQ, Bongers MER, Karhade AV, Kapoor ND, Fenn BP, Kim J, Verlaan JJ, Schwab JH. Natural language processing for automated quantification of bone metastases reported in free-text bone scintigraphy reports. Acta Oncol 2020; 59:1455-1460. [PMID: 32924696 DOI: 10.1080/0284186x.2020.1819563] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND The widespread use of electronic patient-generated health data has led to unprecedented opportunities for automated extraction of clinical features from free-text medical notes. However, processing this rich resource of data for clinical and research purposes, depends on labor-intensive and potentially error-prone manual review. The aim of this study was to develop a natural language processing (NLP) algorithm for binary classification (single metastasis versus two or more metastases) in bone scintigraphy reports of patients undergoing surgery for bone metastases. MATERIAL AND METHODS Bone scintigraphy reports of patients undergoing surgery for bone metastases were labeled each by three independent reviewers using a binary classification (single metastasis versus two or more metastases) to establish a ground truth. A stratified 80:20 split was used to develop and test an extreme-gradient boosting supervised machine learning NLP algorithm. RESULTS A total of 704 free-text bone scintigraphy reports from 704 patients were included in this study and 617 (88%) had multiple bone metastases. In the independent test set (n = 141) not used for model development, the NLP algorithm achieved an 0.97 AUC-ROC (95% confidence interval [CI], 0.92-0.99) for classification of multiple bone metastases and an 0.99 AUC-PRC (95% CI, 0.99-0.99). At a threshold of 0.90, NLP algorithm correctly identified multiple bone metastases in 117 of the 124 who had multiple bone metastases in the testing cohort (sensitivity 0.94) and yielded 3 false positives (specificity 0.82). At the same threshold, the NLP algorithm had a positive predictive value of 0.97 and F1-score of 0.96. CONCLUSIONS NLP has the potential to automate clinical data extraction from free text radiology notes in orthopedics, thereby optimizing the speed, accuracy, and consistency of clinical chart review. Pending external validation, the NLP algorithm developed in this study may be implemented as a means to aid researchers in tackling large amounts of data.
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Affiliation(s)
- Olivier Q. Groot
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
- Department of Orthopaedic Surgery, University Medical Center Utrecht – Utrecht University, Utrecht, The Netherlands
| | - Michiel E. R. Bongers
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - Aditya V. Karhade
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - Neal D. Kapoor
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - Brian P. Fenn
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - Jason Kim
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - J. J. Verlaan
- Department of Orthopaedic Surgery, University Medical Center Utrecht – Utrecht University, Utrecht, The Netherlands
| | - Joseph H. Schwab
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
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Palliative Surgical Management of a Metastatic Lesion of the Tibia with Extension into the Popliteal Fossa Using Polytetrafluoroethylene Felt and Bone Cement. Case Rep Orthop 2020; 2020:8845173. [PMID: 33299627 PMCID: PMC7676968 DOI: 10.1155/2020/8845173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Revised: 10/02/2020] [Accepted: 10/16/2020] [Indexed: 11/18/2022] Open
Abstract
The treatment of metastatic bony lesions with the involvement of adjacent neurovascular structures presents a surgical challenge. We present—to the best of our knowledge—the first case of a patient suffering from a metastatic lytic lesion at the proximal tibia who underwent palliative treatment with the use of a polytetrafluoroethylene (PTFE) felt as a liner in order to preserve the adjacent vasculature and nerves. An 82-year-old female patient was diagnosed with multiple lytic bone metastases from renal cell carcinoma. One of these metastatic lesions was located at the proximal metaphysis of the left tibia. The lesion destructed the proximal metaphyseal part and the posterior cortex, and it was extending into the popliteal fossa. As a result, the patient was unable to bear weight. The patient was not fit to undergo radical operative treatment. As a means of palliative therapy, she underwent intralesional curettage and instillation of Poly-Methyl-Methacrylate (PMMA) bone cement using an alternative novel surgical technique with the use of a PTFE felt as a liner in order to protect the adjacent vasculature and nerves. This technique has proven to be successful in preventing cement leak into the popliteal cavity and efficient in allowing the patient to bear weight and walk independently until she demised 14 months later. The use of a PTFE felt as a liner, when treating lytic lesions, in order to protect the adjacent vasculature and nerves from PMMA leakage, is a helpful novel surgical option in cases when a radical treatment cannot be implemented.
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Willoughby JE, Baker JF. Survival analysis after intramedullary stabilization for metastatic disease of the femur: prognostic value of common laboratory parameters. ANZ J Surg 2020; 91:179-183. [PMID: 33084167 DOI: 10.1111/ans.16395] [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: 06/20/2020] [Revised: 09/15/2020] [Accepted: 09/28/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Metastatic disease of the femur confers significant morbidity and with improved survival due to advances in oncological treatment the prevalence in increasing. The aim of this study was to report on the outcomes of intramedullary stabilization for metastatic disease of the femoral shaft in a New Zealand centre and identify predictors of mortality. METHODS Ten-year retrospective review of clinical and radiographic records of patients treated with intramedullary stabilization for metastatic disease of the femur from a single tertiary referral hospital. Data on demographics, clinical and radiographic disease, laboratory markers, complications and mortality were collected. Univariate and multivariate analyses were used to determine predictors of mortality. RESULTS A total of 82 patients were reviewed (median age 72.5 years; 51% female). The most common primary tumour type was breast cancer (33%). Mortality rate was 15% and 77% at 30 days and 1 year, respectively. Multivariate analysis determined higher albumin (hazard ratio (HR) 0.51; P = 0.014) and higher Karnofsky Performance Score (HR 0.95; P < 0.001) were associated with reduced mortality risk; higher platelet count (HR 2.14; P = 0.009) and higher platelet : lymphocyte ratio (HR 1.87; P = 0.027) were associated with increased mortality risk. CONCLUSIONS Mortality rates were similar to those reported in other regions. Simple laboratory markers including serum albumin, platelet count and the platelet : lymphocyte ratio can aid clinicians in providing prognosis with surgical intervention.
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Affiliation(s)
| | - Joseph F Baker
- Department of Orthopaedic Surgery, Waikato Hospital, Hamilton, New Zealand.,Department of Surgery, University of Auckland, Auckland, New Zealand
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Surgical treatment of tibial metastases: Retrospective, multicenter, observational study of 25 patients. Orthop Traumatol Surg Res 2020; 106:1039-1045. [PMID: 31624032 DOI: 10.1016/j.otsr.2019.07.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Revised: 07/02/2019] [Accepted: 07/15/2019] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Long bone metastasis to the tibia is somewhat rare and has only been studied in a few publications with a limited number of cases. This led us to carry out a large multicenter, observational, retrospective study to 1) evaluate the clinical and radiological outcomes of surgical treatment at this location and 2) highlight the specific risks associated with this condition. HYPOTHESIS We hypothesized that the clinical outcomes and survivorship were comparable to those reported in the literature. MATERIAL AND METHODS The case series included 15 men and 10 women with a mean age of 66±11.7 years. The most common primary cancers were kidney (10 patients) and lung (4 patients). Thirteen patients had a concurrent visceral metastasis and sixteen had metastasis in another bone. The tibial metastasis was the initial sign of cancer in seven patients. The surgical procedure was done to prevent an impending fracture in 19 patients and to treat a pathological fracture in 6 patients (initial sign of cancer in 4 patients). Osteolysis occurred in the proximal epiphysis/metaphysis in 12 patients, diaphysis in 9 patients and distal epiphysis/metaphysis in 4 patients. We performed fixation with a lateral cortex plate and cementoplasty in 14 patients, locked intramedullary nailing in 8 patients, cementoplasty only in 2 patients and knee arthroplasty in 1 patient. RESULTS Three surgical site infections, one pulmonary embolism and one cardiac rhythm disturbance occurred. Four patients died before the 3rd month postoperative. At their best clinical status, 2 patients had not resumed walking, 10 could walk short distances with two canes or a walker, 3 had altered gait but could walk without aids and 6 could walk normally. The mean survival was 14±11.7 months (95% CI: 8.1-19.8) for all patients, 4±4 months (95% CI: 3-14) for those with a lung primary and 32±14 months (95% CI: 20-47) for those with a kidney primary. The survival was 15 months (95% CI: 4-29) after preventative treatment and 5 months (95% CI: 4-26) after fracture treatment. CONCLUSION Our clinical outcomes are comparable overall to the three main published articles on this topic. The risk of infection and benefits of preventative fixation were apparent in our cohort. LEVEL OF EVIDENCE IV, retrospective study.
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Bongers MER, Karhade AV, Villavieja J, Groot OQ, Bilsky MH, Laufer I, Schwab JH. Does the SORG algorithm generalize to a contemporary cohort of patients with spinal metastases on external validation? Spine J 2020; 20:1646-1652. [PMID: 32428674 DOI: 10.1016/j.spinee.2020.05.003] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 05/05/2020] [Accepted: 05/07/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT The SORG machine-learning algorithms were previously developed for preoperative prediction of overall survival in spinal metastatic disease. On sub-group analysis of a previous external validation, these algorithms were found to have diminished performance on patients treated after 2010. PURPOSE The purpose of this study was to assess the performance of these algorithms on a large contemporary cohort of consecutive spinal metastatic disease patients. STUDY DESIGN/SETTING Retrospective study performed at a tertiary care referral center. PATIENT SAMPLE Patients of 18 years and older treated with surgery for metastatic spinal disease between 2014 and 2016. OUTCOME MEASURES Ninety-day and one-year mortality. METHODS Baseline patient and tumor characteristics of the validation cohort were compared to the development cohort using bivariate logistic regression. Performance of the SORG algorithms on external validation in the contemporary cohort was assessed with discrimination (c-statistic and receiver operating curve), calibration (calibration plot, intercept, and slope), overall performance (Brier score compared to the null-model Brier score), and decision curve analysis. RESULTS Overall, 200 patients were included with 90-day and 1-year mortality rates of 55 (27.6%) and 124 (62.9%), respectively. The contemporary external validation cohort and the developmental cohort differed significantly on primary tumor histology, presence of visceral metastases, American Spinal Injury Association impairment scale, and preoperative laboratory values. The SORG algorithms for 90-day and 1-year mortality retained good discriminative ability (c-statistic of 0.81 [95% confidence interval [CI], 0.74-0.87] and 0.84 [95% CI, 0.77-0.89]), overall performance, and decision curve analysis. The algorithm for 90-day mortality showed almost perfect calibration reflected in an overall calibration intercept of -0.07 (95% CI: -0.50, 0.35). The 1-year mortality algorithm underestimated mortality mainly for the lowest predicted probabilities with an overall intercept of 0.57 (95% CI: 0.18, 0.96). CONCLUSIONS The SORG algorithms for survival in spinal metastatic disease generalized well to a contemporary cohort of consecutively treated patients from an external institutional. Further validation in international cohorts and large, prospective multi-institutional trials is required to confirm or refute the findings presented here. The open-access algorithms are available here: https://sorg-apps.shinyapps.io/spinemetssurvival/.
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Affiliation(s)
- Michiel E R Bongers
- Department of Orthopedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
| | - Aditya V Karhade
- Department of Orthopedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Jemma Villavieja
- Department of Neurosurgery, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Olivier Q Groot
- Department of Orthopedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Mark H Bilsky
- Department of Neurosurgery, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Ilya Laufer
- Department of Neurosurgery, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Joseph H Schwab
- Department of Orthopedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
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Rezaei A, Giambini H, Miller AL, Liu X, Elder BD, Yaszemski MJ, Lu L. OPF/PMMA cage system as an alternative approach for the treatment of vertebral corpectomy. APPLIED SCIENCES (BASEL, SWITZERLAND) 2020; 10:6912. [PMID: 33986953 PMCID: PMC8115301 DOI: 10.3390/app10196912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The spinal column is the most common site for bone metastasis. Vertebral metastases with instability have historically been treated with corpectomy of the affected vertebral body and adjacent intervertebral discs, and are more recently treated with separation surgery. With demographics shifting towards an elderly population, a less invasive surgical approach is necessary for the repair of vertebral defects. We have modified a previously reported expandable hollow cage composed of an oligo[poly(ethylene glycol) fumarate] (OPF) containment system that could be delivered via a posterior-only approach. Then, the polymer of interest, poly(methyl methacrylate) (PMMA) bone cement, was injected into the lumen of the cage after expansion to form an OPF/PMMA cage. We compared six different cage formulations to account for vertebral body and defect size, and performed a cage characterization via expansion kinetics and mechanical testing evaluations. Additionally, we investigated the feasibility of the OPF/PMMA cage in providing spine stability via kinematic analyses. The in-vitro placement of the implant using our OPF/PMMA cage system showed improvement and mechanical stability in a flexion motion. The results demonstrated that the formulation and technique presented in the current study have the potential to improve surgical outcomes in minimally invasive procedures on the spine.
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Affiliation(s)
- Asghar Rezaei
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA
- Department of Orthopaedic Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Hugo Giambini
- Department of Biomedical Engineering, The University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Alan L. Miller
- Department of Orthopaedic Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Xifeng Liu
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA
- Department of Orthopaedic Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Benjamin D. Elder
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA
- Department of Orthopaedic Surgery, Mayo Clinic, Rochester, MN 55905, USA
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Michael J. Yaszemski
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA
- Department of Orthopaedic Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Lichun Lu
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA
- Department of Orthopaedic Surgery, Mayo Clinic, Rochester, MN 55905, USA
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Crenn V, Carlier C, Gouin F, Sailhan F, Bonnevialle P. High rate of fracture in long-bone metastasis: Proposal for an improved Mirels predictive score. Orthop Traumatol Surg Res 2020; 106:1005-1011. [PMID: 32782175 DOI: 10.1016/j.otsr.2020.03.034] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 03/03/2020] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Pathologic fracture is the most feared complication in long-bone metastasis. Various radiographic tools are available for identifying at-risk patients and guide preventive treatment. The Mirels score is the most frequently studied and widely used, but has been criticized, many patients not being operated on until the actual fracture stage. We therefore conducted a French national multicenter prospective study: (1) to determine the proportion of patients operated on at fracture stage versus preventively; (2) to compare Mirels score between the two; and (3) to identify factors for operation at fracture stage according to Mirels score and other epidemiological, clinical and biological criteria. HYPOTHESIS Simple discriminatory items can be identified to as to complete the Mirels score and enhance its predictive capacity. MATERIAL AND METHODS A non-controlled multicenter prospective study included 245 patients operated on for non-revelatory long-bone metastasis, comparing patients operated on for fracture versus preventively according to body-mass index (BMI), ASA score, Katagiri score items and the 4 Mirels items. RESULTS One hundred and twenty-six patients (51.4%) were operated on at fracture stage: 106 (84.1%) showed high risk on Mirels score (score>8), and 15 (11.9%) moderate risk (score=8). On multivariate analysis, 4 independent factors emerged: in increasing order, advanced age (OR=1.03; 95%CI 1.01-1.06), VAS pain score>6 (OR=1.47; 95%CI 1.02-2.11), WHO grade>2 (OR=2.74; 95%CI 1.22-6.15), and upper-limb location (OR=5.26; 95%CI 2.13-12.84). DISCUSSION The present study confirmed that more than half of patients with long-bone metastasis are operated on at actual fracture stage, in agreement with the literature. Several studies highlighted the weakness of the Mirels score as a predictive instrument. Comparison between preventive and fracture-stage surgery showed that upper-limb location, intense pain, advanced age and impaired functional status were associated with fracture-stage surgery, and should be taken into account alongside the original Mirels criteria. This improved scoring instrument remains to be validated in a prospective study. LEVEL OF EVIDENCE IV, prospective cohort study without control group.
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Affiliation(s)
- Vincent Crenn
- Clinique Chirurgicale Orthopédique et Traumatologique, CHU de Nantes, Hôtel-Dieu, Place A. Ricordeau, 44093 Nantes Cedex, France; Physos, Inserm UMR 1238, Faculté de Médecine de Nantes, Rue G. Veil, 44000 Nantes, France.
| | - Christophe Carlier
- Clinique Chirurgicale Orthopédique et Traumatologique, CHU de Nantes, Hôtel-Dieu, Place A. Ricordeau, 44093 Nantes Cedex, France
| | - François Gouin
- Clinique Chirurgicale Orthopédique et Traumatologique, CHU de Nantes, Hôtel-Dieu, Place A. Ricordeau, 44093 Nantes Cedex, France; Physos, Inserm UMR 1238, Faculté de Médecine de Nantes, Rue G. Veil, 44000 Nantes, France; Département de Chirurgie, Centre Léon Bérard, 28, Rue Laennec, 69008 Lyon, France
| | - Fréderic Sailhan
- Hôpital Cochin, 27, Rue du Faubourg-Saint-Jacques, 75014 Paris, France; Clinique Arago, Groupe Almaviva, 187a, Rue Raymond Losserand, 75014 Paris, France
| | - Paul Bonnevialle
- Département Universitaire d'Orthopédie Traumatologie de Toulouse, Hôpital P.P. Riquet, Place Baylac, 31052 Toulouse Cedex, France
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- Société Française de Chirurgie Orthopédique et de Traulatologie (So.F.C.O.T.), 56, rue Boissonnade, 75014 Paris, France
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Functional results and survival after surgery for peripheral skeletal metastasis: A 434-case multicenter retrospective series. Orthop Traumatol Surg Res 2020; 106:997-1003. [PMID: 32273249 DOI: 10.1016/j.otsr.2019.10.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 10/23/2019] [Accepted: 10/23/2019] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Peripheral skeletal metastasis (PSM) has a negative impact on quality of life. New treatments for the primary tumor or the osteolysis hold out hope of improved survival. The few published French series were small, and we therefore undertook a multicenter retrospective analysis of PSM surgery between 2005 and December 2016, with the aim of assessing: 1) rate and type of complications, 2) functional results, and 3) overall survival and corresponding risk factors. HYPOTHESIS The French data for clinical results, survival and complications are in agreement with the international literature. MATERIALS AND METHOD The series comprised 391 patients with 434 metastatic locations. There was female predominance: 247 women (63%). Two sites were treated in 46 patients (12%), and three in 5. The main etiologies were breast cancer (151/391: 39%), lung cancer (103/391: 26%) and kidney cancer (52/391: 13%). There was synchronous visceral metastasis in 166 patients (42.5%), other peripheral locations in 137 (35%) and spinal location in 142 (39%). One hundred (27%) had ASA score>3; 61 (16%) had WHO score>3. The reason for surgery was pathologic fracture (n=137: 35%). Locations were femoral (274: 70%), acetabular (58: 15%), humeral (40: 0%), tibial (12: 3%) or other (7: 2%). RESULTS There were surgery site complications in 41 patients (9.4%), including 13 surgery site infections, and general complications in 47 patients (11%), including 11 cases of thromboembolism, 6 of blood loss, 9 pulmonary complications and 6 perioperative deaths. Overall survival, taking all etiologies and sites together, was 10 months (range, 5 days to 9 years; 95% CI, 8-13 months), and significantly better in females (14 versus 6 months; p=0.01), under-65 year-olds (p=0.001), and in preventive surgery versus fractured PSM (p=0.001). Median survival was 22 months (95% CI, 17-28 months) after breast cancer, 3 months (95% CI, 2-5 months) after lung cancer, and 17 months (95% CI, 8-58 months) after kidney cancer. Preoperatively, walking was impossible for 143 patients (38%), versus 23 (6.5%) postoperatively; 229 patients (63.5%) could walk normally or nearly normally after surgery, versus 110 (28%) before. After surgery, 3 patients (6%) were not using their operated upper limb, versus 27 (45%) before; 30 patients (54%) had normal upper limb use after surgery, versus 8 (5%) before. CONCLUSION The study hypothesis was on the whole confirmed in terms of survival according to type of primary and whether surgery was indicated preventively or for fracture. LEVEL OF EVIDENCE IV, retrospective study without control group.
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Chang SY, Mok S, Park SC, Kim H, Chang BS. Treatment Strategy for Metastatic Spinal Tumors: A Narrative Review. Asian Spine J 2020; 14:513-525. [PMID: 32791769 PMCID: PMC7435309 DOI: 10.31616/asj.2020.0379] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 07/22/2020] [Indexed: 12/29/2022] Open
Abstract
Metastatic spinal tumors are common, and their rising incidence can be attributed to the expanding aging population and increased survival rates among cancer patients. The decision-making process in the treatment of spinal metastasis requires a multidisciplinary approach that includes medical and radiation oncology, surgery, and rehabilitation. Various decision-making systems have been proposed in the literature in order to estimate survival and suggest appropriate treatment options for patients experiencing spinal metastasis. However, recent advances in treatment modalities for spinal metastasis, such as stereotactic radiosurgery and minimally invasive surgical techniques, have reshaped clinical practices concerning patients with spinal metastasis, making a demand for further improvements on current decision-making systems. In this review, recent improvements in treatment modalities and the evolution of decision-making systems for metastatic spinal tumors are discussed.
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Affiliation(s)
- Sam Yeol Chang
- Department of Orthopedic Surgery, Seoul National University Hospital, Seoul, Korea
| | - Sujung Mok
- Department of Orthopedic Surgery, Seoul National University Hospital, Seoul, Korea
| | - Sung Cheol Park
- Department of Orthopedic Surgery, Seoul National University Hospital, Seoul, Korea
| | - Hyoungmin Kim
- Department of Orthopedic Surgery, Seoul National University Hospital, Seoul, Korea
| | - Bong-Soon Chang
- Department of Orthopedic Surgery, Seoul National University Hospital, Seoul, Korea
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Migliorini F, Maffulli N, Trivellas A, Eschweiler J, Tingart M, Driessen A. Bone metastases: a comprehensive review of the literature. Mol Biol Rep 2020; 47:6337-6345. [PMID: 32749632 DOI: 10.1007/s11033-020-05684-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 07/26/2020] [Indexed: 12/17/2022]
Abstract
The last report of the World Health Organization (WHO) stated that approximately four million people experience bone pain due to malignant diseases. Among them, metastatic bone pain is one of the most important sources of complaint. The estimated median survival in the presence of bone metastases ranks from 10 to 12 weeks. Bone represents a potential target of distant metastases for the majority of malignant tumours. However, the exact incidence of bone metastases is unknown. Bone metastases have an important socio-economic impact, and due to the enhancement of the overall survivorship, their incidence is increasing. Malignant neoplasms such as lung, thyroid, renal cancer, multiple myeloma, and melanoma often metastasize to the bone. Bone metastases commonly localize to the spinal column, pelvis, shoulder, and distal femur. The proper treatment for painful skeletal metastases is still unknown. Hence, the purpose of this review of the literature was to update current evidence concerning the aetiogenesis, biological behaviour, and treatment algorithms for painful skeletal metastases.
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Affiliation(s)
- Filippo Migliorini
- Department of Orthopaedics, University Clinic Aachen, RWTH Aachen University Clinic, Pauwelsstraße 30, 52074, Aachen, Germany.
| | - Nicola Maffulli
- Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, 84081, Baronissi, Salerno, Italy.,Barts and the London School of Medicine and Dentistry, Centre for Sports and Exercise Medicine, Mile End Hospital, Queen Mary University of London, 275 Bancroft Road, London, E1 4DG, England.,School of Pharmacy and Bioengineering, Keele University Faculty of Medicine, Thornburrow Drive, Stoke on Trent, England
| | - Andromahi Trivellas
- Department of Orthopaedics, David Geffen School of Medicine At UCLA, Suite 755, Los Angeles, CA, 90095, USA
| | - Jörg Eschweiler
- Department of Orthopaedics, University Clinic Aachen, RWTH Aachen University Clinic, Pauwelsstraße 30, 52074, Aachen, Germany
| | - Markus Tingart
- Department of Orthopaedics, University Clinic Aachen, RWTH Aachen University Clinic, Pauwelsstraße 30, 52074, Aachen, Germany
| | - Arne Driessen
- Department of Orthopaedics, University Clinic Aachen, RWTH Aachen University Clinic, Pauwelsstraße 30, 52074, Aachen, Germany
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Houdek MT, Ferguson PC, Abdel MP, Griffin AM, Hevesi M, Perry KI, Rose PS, Wunder JS, Lewallen DG. Comparison of Porous Tantalum Acetabular Implants and Harrington Reconstruction for Metastatic Disease of the Acetabulum. J Bone Joint Surg Am 2020; 102:1239-1247. [PMID: 32675673 PMCID: PMC7431144 DOI: 10.2106/jbjs.19.01189] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND The periacetabular region is a common location for metastatic disease. Although large lytic acetabular defects are commonly treated with a hip arthroplasty with a cemented component according to a Harrington-style reconstruction, the use of highly porous uncemented tantalum acetabular components has been described. Currently, there are no direct comparisons of these reconstructive techniques. The purpose of this study was to compare the outcomes of the Harrington technique and tantalum acetabular component reconstruction for periacetabular metastases. METHODS From 2 tertiary sarcoma centers, we retrospectively reviewed 115 patients (70 female and 45 male) with an acetabular metastatic defect who had been treated between 2002 and 2015 with a total hip arthroplasty using either the cemented Harrington technique (78 patients) or a tantalum acetabular reconstruction (37 patients). The mean patient age was 61 years, and the most common Eastern Cooperative Oncology Group status was 3 (39 patients). The mean follow-up for surviving patients was 4 years. RESULTS An additional surgical procedure was performed in 24 patients (21%). Harrington-style reconstructions were more likely to require a reoperation compared with tantalum reconstructions (hazard ratio [HR], 4.59; p = 0.003). The acetabular component was revised in 13 patients (11%); 5 patients (4%) underwent revisions that were due to loosening of the acetabular component. The 10-year cumulative incidence of revision of the acetabular component for loosening was 9.6% in the Harrington group and 0% in the tantalum group (p = 0.09). The mean Harris hip score significantly improved following reconstruction (31 to 67 points; p < 0.001), with no significant difference (p = 0.29) between groups. CONCLUSIONS In patients with periacetabular metastatic disease treated with total hip arthroplasty, an acetabular reconstruction strategy utilizing highly porous tantalum acetabular components and augments successfully provided patients with a more durable construct with fewer complications compared with the cemented Harrington-style technique. LEVELS OF EVIDENCE Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
| | - Peter C. Ferguson
- University Musculoskeletal Oncology Unit, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Matthew P. Abdel
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Anthony M. Griffin
- University Musculoskeletal Oncology Unit, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Mario Hevesi
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Kevin I. Perry
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Peter S. Rose
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Jay S. Wunder
- University Musculoskeletal Oncology Unit, Mount Sinai Hospital, Toronto, Ontario, Canada
- Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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Westermann L, Eysel P, Luge H, Olivier A, Oikonomidis S, Baschera D, Zarghooni K. Quality of life and functional outcomes after surgery for spinal metastases: Results of a cohort study. Technol Health Care 2020; 28:303-314. [DOI: 10.3233/thc-191727] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Leonard Westermann
- Centre of Orthopedic and Trauma Surgery, University Medical Centre, 50937 Cologne, Germany
| | - Peer Eysel
- Centre of Orthopedic and Trauma Surgery, University Medical Centre, 50937 Cologne, Germany
| | - Hannah Luge
- Centre of Orthopedic and Trauma Surgery, University Medical Centre, 50937 Cologne, Germany
| | - Alain Olivier
- Centre of Orthopedic and Trauma Surgery, University Medical Centre, 50937 Cologne, Germany
| | - Stavros Oikonomidis
- Centre of Orthopedic and Trauma Surgery, University Medical Centre, 50937 Cologne, Germany
| | - Dominik Baschera
- Department of Neurosurgery, Kantonsspital Winterthur, 8401 Winterthur, Switzerland
| | - Kourosh Zarghooni
- Centre of Orthopedic and Trauma Surgery, University Medical Centre, 50937 Cologne, Germany
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Sim DS, Zainul-Abidin S, Sim EY, Seng CS, Tan SEE, Tan MH, Howe TS, Koh JSB. Serum albumin level predicts survival after surgical treatment of metastatic femur fractures: a retrospective study. J Orthop Surg Res 2020; 15:128. [PMID: 32245389 PMCID: PMC7118955 DOI: 10.1186/s13018-020-01632-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Accepted: 03/12/2020] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND Surgical treatment for metastatic pathological femur fractures is associated with high mortality. Correct estimation of prognosis helps in determining the palliative value of surgical treatment and informs surgical decision. This study evaluates the risk factors for mortality in these patients who were surgically treated. METHODS This is a retrospective study of 112 patients with surgical treatment of metastatic pathological femur fractures. Risk factors evaluated included age, ASA status, Charlson comorbidity index, preoperative serum albumin and haemoglobin, primary tumour site, presence of visceral metastases, presence of spinal metastases, time from diagnosis of cancer to occurrence of pathological fracture, type of surgical procedure performed, lesion and whether treatment was received for an actual or impending fracture. A Cox regression model was used to determine if these factors were independent significant factors for survival. RESULTS Mortality at 2 years after surgical treatment of metastatic femoral fractures was 86%. Cox regression analysis of risk factors revealed that preoperative serum albumin and type primary tumour were independent risk factors for mortality. Presence of visceral metastases was strongly correlated to serum albumin levels. CONCLUSION Preoperative serum albumin level and primary tumour site are independent risk factors of survival in patients treated for pathological femur fractures. Serum albumin level may be used as a prognostic tool to guide treatment in this cohort of patients with high mortality rates.
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Affiliation(s)
- David Shaoen Sim
- Singapore General Hospital, Outram Rd, Singapore, 169608, Singapore. .,, Singapore, Singapore.
| | | | - Eileen Yilin Sim
- Singapore General Hospital, Outram Rd, Singapore, 169608, Singapore
| | - Chu Sheng Seng
- Singapore General Hospital, Outram Rd, Singapore, 169608, Singapore
| | | | - Mann Hong Tan
- Singapore General Hospital, Outram Rd, Singapore, 169608, Singapore
| | - Tet Sen Howe
- Singapore General Hospital, Outram Rd, Singapore, 169608, Singapore
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Levin AS. CORR Insights®: External Validation of PATHFx Version 3.0 in Patients Treated Surgically and Nonsurgically for Symptomatic Skeletal Metastases. Clin Orthop Relat Res 2020; 478:819-821. [PMID: 32195762 PMCID: PMC7282601 DOI: 10.1097/corr.0000000000001148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Accepted: 01/07/2020] [Indexed: 01/31/2023]
Affiliation(s)
- Adam S Levin
- A. S. Levin, Assistant Professor of Orthopaedic Surgery, The Johns Hopkins University, Department of Orthopaedic Surgery, Baltimore, MD, USA
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Outcome of Patients Treated With Porous Tantalum Acetabular Implants for Neoplastic Periacetabular Lesions. J Am Acad Orthop Surg 2020; 28:256-262. [PMID: 31305354 DOI: 10.5435/jaaos-d-18-00482] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION The periacetabular region is a common location for nonprimary neoplastic tumors. Although these tumors were historically treated with a cemented acetabular implant, we previously reported on the short-term follow-up on the use of a tantalum acetabular shell to reconstruct these defects. This study expands our previous report on longer follow-up, with specific emphasis on patient and implant survivorship, radiographic results, and clinical outcomes. METHODS Fifty-eight patients (32 women and 26 men) were treated using a tantalum acetabular implant and total hip arthroplasty to reconstruct a nonprimary neoplastic process between 2001 and 2014. The mean age and body mass index were 62 years and 28 kg/m, respectively. The most common diagnosis was metastatic disease (n = 29). The patients' medical records and radiographs were reviewed to assess Harris hip scores and radiographic fixation. The mean follow-up for surviving patients was 8 years. RESULTS At the most recent follow-up, 41 patients were dead of the disease and 17 were alive with the disease and no cases of acetabular implant revision were reported. Two patients had a progressive radiolucent line; however, they also had radiographic evidence of local disease progression. After reconstruction, patients had a significant (P = 0.0001) increase in their Harris hip score (37 vs. 72). DISCUSSION In patients with periacetabular metastatic diseases and hematologic malignancies treated with total hip arthroplasty, a highly porous tantalum revision-type shell fixed with multiple screws, and supplemental support with acetabular augments or cup-cage reinforcement, can successfully provide patients with a stable, well-fixed, and durable construct, with no cases of mechanical failure at mid-term follow-up.
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Wang Z, Cheng Y, Chen S, Shao H, Chen X, Wang Z, Wang Y, Zhou H, Chen T, Lin N, Ye Z. Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:197. [PMID: 32309344 PMCID: PMC7154431 DOI: 10.21037/atm.2020.01.37] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background There is a paucity of literature about prognostic evaluation for patients with breast cancer (BC) and bone metastasis at presentation. To date, little is known about how to accurately predict the prognosis of BC patients with bone metastasis at presentation. Thus, an accurate prediction tool of prognosis in this population is urgently needed. Our goal is to construct novel and prognostic nomograms for BC patients with bone metastasis at presentation. Methods We searched Surveillance, Epidemiology, and End Results (SEER) database for BC patients with bone metastasis at presentation between 2010 and 2016. Multivariate analysis was performed to obtain significantly independent variables. Then, novel prognostic nomograms were constructed based on those independent predictors. Results Tumor grade, histological type, primary tumor size, tumor subtype, surgery, chemotherapy and number of metastatic organs except bone were recognized as significantly independent variables of both overall survival (OS) and cancer-specific survival (CSS). Then those significant variables were integrated to construct nomograms for 3- and 5-year survival. Calibration plots for the 3- and 5-year survival in training and validation sets showed that the prediction curve was close to a 45 degree slash. The C-indices of OS in training and validation cohorts were 0.705 and 0.678, respectively. Similar results were observed for CSS in training and validation cohorts. Conclusions Our proposed nomograms can effectively and accurately predict the prognosis of BC patients with bone metastasis at presentation, which provide a basis for individual treatments for metastatic lesions.
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Affiliation(s)
- Zhan Wang
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Yonggang Cheng
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Shi Chen
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China.,Department of Orthopaedics, Ninghai First Hospital, Ninghai 315600, China
| | - Haiyu Shao
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Xiaowei Chen
- Department of Orthopaedics, Jingning Shezu Autonomous County People's Hospital, Lishui 323500, China
| | - Zenan Wang
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Yucheng Wang
- Graduate School of Hebei North University, Zhangjiakou 075000, China
| | - Hao Zhou
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Tao Chen
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Nong Lin
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Zhaoming Ye
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
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CORR Insights®: Thirty-day Postoperative Complications After Surgery for Metastatic Long Bone Disease Are Associated With Higher Mortality at 1 Year. Clin Orthop Relat Res 2020; 478:319-321. [PMID: 31860552 PMCID: PMC7438156 DOI: 10.1097/corr.0000000000001096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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