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Orthopaedic Proceedings
Vol. 88-B, Issue SUPP_II | Pages 299 - 299
1 May 2006
Tiessen L Da-Silva U Abudu A Grimer R Tillman R Carter S
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Large benign lytic lesions of the proximal femur present a significant risk of pathological fractures. We report our experience of treating 9 consecutive patients with such defects treated with curettage and fibula strut grafting without supplementary osteosynthesis to evaluate the outcome of this type of reconstruction..

The mean age at the time of diagnosis was 13 years (8–21). Follow up ranged from 2 to 215 months (median 15). Histological diagnosis was fibrous dysplasia in 10 patients and unicameral cyst in 2. All the patients were at risk of pathological fracture. None of the patients developed pathological fracture after surgery and the lesions consolidated fully within one year. Local recurrence occurred in one patient (8%). Minor donor site complications occurred four patients.

All the patients were able to fully weight usually within 3 months of surgery.

At the time of review all but one patient were completely asymptomatic and fully weight bearing. The only symptomatic patient was the patient with local recurrence which has recently been treated.

We conclude that fibula strut graft is a good method of reconstruction of cystic defects in the proximal femut. It prevents pathological fracture, allows mechanical reinforcement of the lesion and delivers biological tissue allowing early consolidation of the defect.


Bone & Joint Open
Vol. 4, Issue 6 | Pages 424 - 431
5 Jun 2023
Christ AB Piple AS Gettleman BS Duong A Chen M Wang JC Heckmann ND Menendez L

Aims. The modern prevalence of primary tumours causing metastatic bone disease is ill-defined in the oncological literature. Therefore, the purpose of this study is to identify the prevalence of primary tumours in the setting of metastatic bone disease, as well as reported rates of pathological fracture, postoperative complications, 90-day mortality, and 360-day mortality for each primary tumour subtype. Methods. The Premier Healthcare Database was queried to identify all patients who were diagnosed with metastatic bone disease from January 2015 to December 2020. The prevalence of all primary tumour subtypes was tabulated. Rates of long bone pathological fracture, 90-day mortality, and 360-day mortality following surgical treatment of pathological fracture were assessed for each primary tumour subtype. Patient characteristics and postoperative outcomes were analyzed based upon whether patients had impending fractures treated prophylactically versus treated completed fractures. Results. In total, 407,893 unique patients with metastatic bone disease were identified. Of the 14 primary tumours assessed, metastatic bone disease most frequently originated from lung (24.8%), prostatic (19.4%), breast (19.3%), gastrointestinal (9.4%), and urological (6.5%) malignancies. The top five malignant tumours resulting in long bone pathological fracture were renal (5.8%), myeloma (3.4%), female reproductive (3.2%), lung (2.8%), and breast (2.7%). Following treatment of pathological fractures of long bones, 90-day mortality rates were greatest for lung (12.1%), central nervous system (10.5%), lymphoma (10.4%), gastrointestinal (10.1%), and non-renal urinary (10.0%) malignancies. Finally, our study demonstrates improved 90-day and 360-day survival in patients treated for impending pathological fracture compared to completed fracture, as well as significantly lower rates of deep vein thrombosis, pulmonary embolism, urinary tract infection, and blood transfusion. Conclusion. This study defines the contemporary characteristics of primary malignancies resulting in metastatic bone disease. These data should be considered by surgeons when prognosticating patient outcomes during treatment of their metastatic bone disease. Cite this article: Bone Jt Open 2023;4(6):424–431


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_III | Pages 346 - 346
1 Jul 2011
Flevarakis G Papaioannou M Plaitakis I Vatikiotis G Nixon J Kormas T
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We evaluated the use of unreamed expanding nails in prophylactic stabilization of impending fractures in patients with multiple bone mets. During 2004–2008 we treated 25 impending fractures due to metastasis (11 male, 14 female patients) with so-called expanding intramedullary nails. All they had multiple bone mets and signs of impending fracture due to extensive osteolysis. We stabilized 6 impending humeral fractures, 15 femoral and 1 tibial with antegrade nailing and 3 pertrochanteric with cephalomedullary nailing. Fluoroscopy was used to check the nail entry-point. No medullary reaming was performed. The nails were not interlocked at the mid-shaft but fixed rather firmly within the medullary cavity after introducing normal saline under pressure that expands its walls. The operation time ranged from 12min (humerus) to 25min (pertrochanteric). No blood transfusion was necessary. On follow-up (8–41 mos) all patients were reviewed. In all cases the risk of impending fracture was remarkably decreased. The patients with humeral fractures regained function quickly. The patiens with lower limb fractures were mobilized immediately post-op and were allowed to walk with TWB. Surgery of impending fractures of long bones in patients with multiple bone mets is palliative. It aims in safer patient’s mobilization, fracture risk reduction, pain control and function restoration in order to render the patient capable to continue the treatment for the main disease. The expanding nailing is indicated in selected cases as it can be inroduced quickly and effectively with minimal blood loss and morbidity


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_13 | Pages 101 - 101
1 Dec 2022
Abbott A Kendal J Moorman S Wajda B Schneider P Puloski S Monument M
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The presence of metastatic bone disease (MBD) often necessitates major orthopaedic surgery. Patients will enter surgical care either through emergent or electively scheduled care pathways. Patients in a pain crisis or with an acute fracture are generally admitted via emergent care pathways whereas patients with identified high-risk bone lesions are often booked for urgent yet scheduled elective procedures. The purpose of this study is to compare the post-operative outcomes of patients who present through emergent or electively scheduled care pathways in patients in a Canadian health care system. We have conducted a retrospective, multicenter cohort study of all patients presenting for surgery for MBD of the femur, humerus, tibia or pelvis in southern Alberta between 2006 and 2021. Patients were identified by a search query of all patients with a diagnosis of metastatic cancer who underwent surgery for an impending or actual pathologic fracture in the Calgary, South and Central Alberta Zones. Subsequent chart reviews were performed. Emergent surgeries were defined by patients admitted to hospital via urgent care mechanisms and managed via unscheduled surgical bookings (“on call list”). Elective surgeries were defined by patients seen by an orthopaedic surgeon at least once prior to surgery, and booked for a scheduled urgent, yet elective procedure. Outcomes include overall survival from the time of surgery, hospital length of stay, and 30-day hospital readmission rate. We have identified 402 patients to date for inclusion. 273 patients (67.9%) underwent surgery through emergent pathways and 129 patients (32.1%) were treated through urgent, electively scheduled pathways. Lung, prostate, renal cell, and breast cancer were the most common primary malignancies and there was no significant difference in these primaries amongst the groups (p=0.06). Not surprisingly, emergent patients were more likely to be treated for a pathologic fracture (p<0.001) whereas elective patients were more likely to be treated for an impending fracture (p<0.001). Overall survival was significantly shorter in the emergent group (5.0 months, 95%CI: 4.0-6.1) compared to the elective group (14.9 months 95%CI: 10.4-24.6) [p<0.001]. Hospital length of stay was significantly longer in the emergent group (13 days, 95%CI: 12-16 versus 5 days, 95%CI: 5-7 days). There was a significantly greater rate of 30-day hospital readmission in the emergent group (13.3% versus 7.8%) [p=0.01]. Electively managed MBD has multiple benefits including longer post-operative survival, shorter length of hospital stay, and a lower rate of 30-day hospital readmission. These findings from a Canadian healthcare system demonstrate clinical value in providing elective orthopaedic care when possible for patients with MBD. Furthermore, care delivery interventions capable of decreasing the footprint of emergent surgery through enhanced screening or follow-up of patients with MBD has the potential to significantly improve clinical outcomes in this population. This is an ongoing study that will justify refinements to the current surgical care pathways for MBD in order to identify patients prior to emergent presentation. Future directions will evaluate the costs associated with each care delivery method to provide opportunity for health economic efficiencies


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_13 | Pages 98 - 98
1 Dec 2022
Yamaura L Monument M Skeith L Schneider P
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Surgical management for acute or impending pathologic fractures in metastatic bone disease (MBD) places patients at high-risk for post-operative venous thromboembolism (VTE). Due to the combination of malignancy, systemic cancer treatment, and surgical treatment, VTE-risk is increased 7-fold in patients with MBD compared to non-cancer patients undergoing the same procedure. The extent and duration of post-operative hypercoagulability in patients with MBD remains unknown and thromboprophylaxis guidelines were developed for non-cancer patients, limiting their applicability to address the elevated VTE-risk in cancer patients. Thrombelastography (TEG) analysis is a point-of-care test that measures clot formation, stabilization, and lysis in whole blood samples. The TEG parameter, maximal amplitude (MA), indicates clot strength and the threshold of ≥65 mm has been used to define hypercoagulability and predict VTE events in non-cancer patients requiring orthopaedic surgery. Therefore, this study aims to quantify the extent and duration of post-operative hypercoagulability in patients with MBD using serial TEG analysis. Consecutive adults (≥18 years) with MBD who required orthopaedic surgery for acute or impending pathologic fractures were enrolled into this single-centre, prospective cohort study. Serial TEG analysis was performed onsite using a TEG®6s haemostasis analyzer (Haemonetics Corporation, Boston, MA) on whole blood samples collected at seven timepoints: pre-operatively; on post-operative day (POD) 1, 3, and 5; and at 2-, 6-, and 12-weeks post-operatively. Hypercoagulability was defined as MA ≥65 mm. Participants received standardized thromboprophylaxis for four weeks and patient-reported compliance with thromboprophylaxis was recorded. VTE was defined as symptomatic DVT or PE, or asymptomatic proximal DVT, and all participants underwent a screening post-operative lower extremity Doppler ultrasound on POD3. Descriptive statistics were performed and difference between pre-operative MA values of participants with VTE versus no VTE was evaluated using Student's t-test (p≤0.05). Twenty-one participants (10 female; 47.6%) with a mean age of 70 ± 12 years were enrolled. Nine different primary cancers were identified amongst participants, with breast (23.8%), colorectal (19.0%), and lung cancer (14.3%) most frequently reported. Most participants (57.1%) were hypercoagulable pre-operatively, and nearly half remained hypercoagulable at 6- and 12-weeks post-operatively (47.1 and 46.7%, respectively). VTE occurred in 5 patients (23.8%) and mean MA was 68.1 ± 4.6 mm at the time of diagnosis. Mean pre-operative MA values were significantly higher (p=0.02) in patients who experienced VTE (68.9 ± 3.5 mm) compared to those who did not (62.7 ± 6.5 mm). VTE incidence was highest in the first week post-operatively, during which time four VTE events (80%) occurred. The proportion of patients in a hypercoagulable state increased at three consecutive timepoints, beginning on POD3 (85.0%), increasing on POD5 (87.5%), and peaking at 2-weeks post-operatively (88.9%). Current thromboprophylaxis guidelines do not consider cancer-associated risk factors that contribute to increased VTE incidence and prescription duration may be inadequate to address prolonged post-operative hypercoagulability in patients with MBD. The high rate of VTE events observed and sustained hypercoagulable state indicate that thromboprophylaxis may be prematurely terminated while patients remain at high risk for VTE. Therefore, extending thromboprophylaxis duration beyond 4-weeks post-operatively in patients with MBD warrants further investigation


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXXIV | Pages 19 - 19
1 Jul 2012
Westacott D McArthur J Bould M
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The femur is a common site for skeletal metastases. The Gamma2 nail has proved effective in relieving pain and restoring function. Little data exists on the use of the Gamma3 Long Nail (GLN) in this condition. Improved instrumentation is suggested to reduce operative time and facilitate minimally invasive surgery. This study reports a series of patients treated in a District General Hospital. A retrospective casenote review was performed of all patients treated with the GLN for femoral metastatic disease over a five year period. Patients were followed-up for a minimum of one year. Functional level was assessed using the Parker Mobility Score (PMS). 12 patients underwent 15 nailings. Mean age was 75.4 years (median 75.7, range 61-92). In bilateral cases, the operations were performed during the same hospital admission. There were seven prophylactic nailings for impending fracture from proximal femoral lesions, seven procedures for actual fractures distal to the intertrochanteric line, and one basicervical fracture associated with multiple femoral metastases. Primaries were four prostate, two breast, two lung, one bowel, one bladder, one renal, and one myeloma. Average anaesthetic time for all procedures was 134 mins (median 125, range 90-210). Average peri-operative drop in serum haemoglobin was 2.3g/dL (median 2.1, range 0.6-4.8). Five patients with actual fracture and one patient with impending fracture required blood transfusion, receiving 2.2 units on average. In-hospital mortality rate was 0.83%, with only one patient not surviving to discharge. One year mortality was 83.3%. Only two patients were alive one year post-operation. Of the remaining patients, average survival was 3.2 months (median 3, range 1-6). Patients spent an average of 17 days on an acute orthopaedic unit (median 14, range 4-80). Two patients required further convalescence in a rehabilitation unit. There were three surgical complications. Two impending fractures became complete, One intra-operatively and one post-operatively. In the case of basi-cervical fracture, the proximal screw cut out of the femoral head, requiring revision to a long-stem bipolar hemiarthroplasty. This was the only re-operation required in this series. Average pre-operative PMS was 5.2 (median 4, range 2-9). Average peri-operative drop in PMS was two points (median 1.5, range 0-6). Of the 11 patients who survived to discharge, 10 were independently mobile and returned to their pre-operation residence. Nine required a change in walking aids. Only one patient reported post-operative pain. This small patient series suggests that the Gamma3 Long Nail is a suitable treatment option for impending and actual metastatic femoral fractures in the District General setting. Length of stay, in-hospital mortality and re-operation rates compare favourably with published data on the Gamma2. There was a significant drop in Parker Mobility Score but all patients bar one were independently mobile and returned to their home. Anaesthetic time was not lower than with the Gamma2, suggesting little tangible benefit of the new instrumentation


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_2 | Pages 6 - 6
1 Jan 2017
Li L St Mart J Tweedie B Kurek N Somasundaram K Huber C Babu V
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There has been evidence of association between femoral shaft fractures and prolonged bisphosphonate therapy. We present a case series of bisphosphonate-associated fractures and invaluable lessons we have learnt. Over the last three years at our unit we have collected a case series of eight patients who have had atypical femoral fractures whilst on bisphosphonate therapy. We present illustrative cases, a summary of key findings, and invaluable lessons we have learnt. There was a long period of prodromal pain for two years before incomplete fractures developed. We speculate this is a warning sign of impending fracture. This may have been prevented with screening. Between incomplete fracture and complete fracture there was a short window of one month. Five patients presented with complete fracture, and three with thigh pain +/- evidence of incomplete fracture. Of the latter group all but one went on to develop complete fractures. The one patient who did not progress died six years after diagnosis. Of those five patients who presented with initial complete fracture, three patients recall thigh pain before fracture on further questioning. Despite being diaphyseal femoral fractures, there is a higher risk of neck of femur fractures in this patient cohort (both patients with initial interlocked nails subsequently developed neck of femur fractures soon after and were revised to cephalomedullary nails). Excluding one death from unrelated cause, only one patient has signs of complete fracture healing. All other patients are still receiving follow-up (mean 490 days). Three patients reported bilateral symptoms (pain). Two had had bilateral symptoms for one year. Both had visible incomplete fractures on further radiographic scrutiny; one underwent prophylactic cephalomedullary nailing, one was managed with active surveillance. We suggest that improved pain and radiographic changes of cortical healing may be misleading and should not be relied upon. Cephalomedullary nailing is the treatment of choice in these fractures due to higher risk of neck of femur fractures in this cohort. We suggest prompt prophylactic cephalomedullary nailing when radiographic incomplete fractures are identified due to a short window before progression to complete fracture, and the need to consider contralateral prophylactic nailing in patients describing bilateral symptoms. We speculate that thigh pain is a warning sign of impending fracture and fracture-progression can be prevented with appropriate screening


Orthopaedic Proceedings
Vol. 103-B, Issue SUPP_4 | Pages 125 - 125
1 Mar 2021
Eggermont F van der Wal G Westhoff P Laar A de Jong M Rozema T Kroon HM Ayu O Derikx L Dijkstra S Verdonschot N van der Linden YM Tanck E
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Patients with cancer and bone metastases can have an increased risk of fracturing their femur. Treatment is based on the impending fracture risk: patients with a high fracture risk are considered for prophylactic surgery, whereas low fracture risk patients are treated conservatively with radiotherapy to decrease pain. Current clinical guidelines suggest to determine fracture risk based on axial cortical involvement of the lesion on conventional radiographs, but that appears to be difficult. Therefore, we developed a patient-specific finite element (FE) computer model that has shown to be able to predict fracture risk in an experimental setting and in patients. The goal of this study was to determine whether patient-specific finite element (FE) computer models are better at predicting fracture risk for femoral bone metastases compared to clinical assessments based on axial cortical involvement on conventional radiographs, as described in current clinical guidelines. 45 patients (50 affected femurs) affected with predominantly lytic bone metastases who were treated with palliative radiotherapy for pain were included. CT scans were made and patients were followed for six months to determine whether or not they fractured their femur. Non-linear isotropic FE models were created with the patient-specific geometry and bone density obtained from the CT scans. Subsequently, an axial load was simulated on the models mimicking stance. Failure loads normalized for bodyweight (BW) were calculated for each femur. High and low fracture risks were determined using a failure load of 7.5 × BW as a threshold. Experienced assessors measured axial cortical involvement on conventional radiographs. Following clinical guidelines, patients with lesions larger than 30 mm were identified as having a high fracture risk. FE predictions were compared to clinical assessments by means of diagnostic accuracy values (sensitivity, specificity and positive (PPV) and negative predictive values (NPV)). Seven femurs (14%) fractured during follow-up. Median time to fracture was 8 weeks. FE models were better at predicting fracture risk in comparison to clinical assessments based on axial cortical involvement (sensitivity 100% vs. 86%, specificity 74% vs. 42%, PPV 39% vs. 19%, and NPV 100% vs. 95%, for the FE computer model vs. axial cortical involvement, respectively). We concluded that patient-specific FE computer models improve fracture risk predictions of femoral bone metastases in advanced cancer patients compared to clinical assessments based on axial cortical involvement, which is currently used in clinical guidelines. Therefore, we are initiating a pilot for clinical implementation of the FE model


Long femoral nails for neck of femur fractures and prophylactic fixation have a risk of anterior cortex perforation. Previous studies have demonstrated the radius of curvature (ROC) of a femoral nail influencing the finishing point of a nail and the risk of anterior cortex perforation. This study aims to calculate a patients femoral ROC using preoperative XR and CT and therefore nail finishing position. We conducted a retrospective study review of patients with long femoral cephalomedullary nailing for proximal femur fractures (OTA/AO 31(A) and OTA/AO 32) or impending pathological fractures at a level 1 trauma centre between January 1, 2015 and December 31, 2020 with both full length lateral X-ray and CT imaging. Femoral ROC was calculated on both imaging modalities. Outcomes measured including nail finishing position, anterior cortex encroachment and impingement. The mean femoral ROC was 1026mm on CT and 1244mm on XR. CT femoral ROC strongly correlated with nail finishing point with a spearmans coefficient of 0.77. Additionally, femurs with a ROC <1000mm were associated with a higher risk of anterior encroachment (OR 6.12) and femurs with a ROC <900mm were associated with a higher risk of anterior cortex impingement (OR 6.47). To our knowledge this is the first study to compare a measured femoral ROC to nail finishing position. The use of CT to measure femoral ROC and to a lesser extent XR was able to predict both nail finishing position and risk of anterior cortex encroachment. Preoperative XRs and CTs were able to identify patients with a small femoral ROC. This predicted patients at risk of anterior cortex impingement, anterior cortex encroachment and nail finishing position. We may be able to select femoral nails that resemble the native femoral ROC and mitigate the risk of anterior cortex perforation


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXV | Pages 256 - 256
1 Jun 2012
Ward W Carter CJ
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The senior author has treated a series of patients with subtrochanteric and diaphyseal femoral stress fractures associated with long-term alendronate or other bisphosphonate usage. Several patients completely fractured their femurs prior to referral. Most patients had consulted other physicians and were referred for presumed neoplasms. All patients had been diagnosed with osteoporosis and had been treated with bisphosphonates. Their plane radiographs revealed abnormalities that are pathognomonic of bisphosphonate-associated stress fractures. However, due to the subtle nature of these new unfamiliar abnormalities, most were unrecognized as such by clinicians (including experienced ISTA member hip surgeons) and radiologists. This series is presented to illustrate this pattern of impending fracture. The authors have reviewed and will present a series (n=17) of femoral stress fractures in bisphosphonate-treated patients to illustrate the clinical and radiographic pattern of these stress fractures, and review their treatment. The most common lesion is a subtrochanteric lateral cortical thickening that in actuality is a horizontal plane “dreaded black line” of a stress fracture with surrounding proximal and distal cortical thickening of the endosteal and periosteal bone. The stress fracture line is obscured unless a near-perfect radiographic projection is obtained. The lesion is best seen with CT scans. MRI scans reveal the stress fracture lines with surrounding edema (Fig 1), which may be misinterpreted as a tumor. Without treatment, a low-impact completed fracture will likely occur. Many bisphosphonate-associated impending subtrochanteric femoral stress fractures are misdiagnosed as trochanteric bursitis, leading to subsequent displaced subtrochanteric fractures [Fig. 2 - Note subtle impending fracture lesion on right, completed fracture on left]. The clinical and subtle radiographic findings must be recognized by orthopaedic surgeons, particularly hip surgeons, to prevent these complete fractures. These fractures are preventable with internal fixation. Long-term administration of bisphosphonates can have adverse effects, and alternatives to long-term continuous dosing must be investigated to determine optimal administration regimens


Orthopaedic Proceedings
Vol. 84-B, Issue SUPP_III | Pages 217 - 217
1 Nov 2002
Bauze A Clayer M
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The humerus is a common site for metastasis. Intramedullary nail fixation has been reported to be the best form of fixation for this disease but complications with this procedure have been reported. This study reports on the results of using a new humeral nail for the treatment of pathological fracture or impending fracture of the humerus. Twenty nine patients had 31 Austofix humeral nails, 25 for pathological fracture and 6 for impending fracture. Twenty-four nails were inserted anterograde and 7 retrograde. Cement augmentation was used in 4 patients. Adjuvant therapy was used in 26 patients. One patient was lost to follow-up. Fixation failed in six patients, two due to intra-operative fractures during retrograde insertion, one due to fracture through screw holes postoperatively, and three due to local progression of disease. Difficulties in locking the nail distally were encountered in an additional 3 patients. In conclusion, in the majority of patients, nailing of the humerus with metastatic disease resulted in a stable humerus. Retrograde nailing of the humerus was associated with an increased risk of intra-operative fracture. Adjuvant therapy cannot be relied upon to prevent loss of fixation due to local progression of disease. The longest possible nail should be inserted through the antegrade route and locked to minimise the risk of loss of fixation


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_8 | Pages 79 - 79
1 Aug 2020
Bozzo A Ghert M Reilly J
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Advances in cancer therapy have prolonged patient survival even in the presence of disseminated disease and an increasing number of cancer patients are living with metastatic bone disease (MBD). The proximal femur is the most common long bone involved in MBD and pathologic fractures of the femur are associated with significant morbidity, mortality and loss of quality of life (QoL). Successful prophylactic surgery for an impending fracture of the proximal femur has been shown in multiple cohort studies to result in longer survival, preserved mobility, lower transfusion rates and shorter post-operative hospital stays. However, there is currently no optimal method to predict a pathologic fracture. The most well-known tool is Mirel's criteria, established in 1989 and is limited from guiding clinical practice due to poor specificity and sensitivity. The ideal clinical decision support tool will be of the highest sensitivity and specificity, non-invasive, generalizable to all patients, and not a burden on hospital resources or the patient's time. Our research uses novel machine learning techniques to develop a model to fill this considerable gap in the treatment pathway of MBD of the femur. The goal of our study is to train a convolutional neural network (CNN) to predict fracture risk when metastatic bone disease is present in the proximal femur. Our fracture risk prediction tool was developed by analysis of prospectively collected data of consecutive MBD patients presenting from 2009–2016. Patients with primary bone tumors, pathologic fractures at initial presentation, and hematologic malignancies were excluded. A total of 546 patients comprising 114 pathologic fractures were included. Every patient had at least one Anterior-Posterior X-ray and clinical data including patient demographics, Mirel's criteria, tumor biology, all previous radiation and chemotherapy received, multiple pain and function scores, medications and time to fracture or time to death. We have trained a convolutional neural network (CNN) with AP X-ray images of 546 patients with metastatic bone disease of the proximal femur. The digital X-ray data is converted into a matrix representing the color information at each pixel. Our CNN contains five convolutional layers, a fully connected layers of 512 units and a final output layer. As the information passes through successive levels of the network, higher level features are abstracted from the data. The model converges on two fully connected deep neural network layers that output the risk of fracture. This prediction is compared to the true outcome, and any errors are back-propagated through the network to accordingly adjust the weights between connections, until overall prediction accuracy is optimized. Methods to improve learning included using stochastic gradient descent with a learning rate of 0.01 and a momentum rate of 0.9. We used average classification accuracy and the average F1 score across five test sets to measure model performance. We compute F1 = 2 x (precision x recall)/(precision + recall). F1 is a measure of a model's accuracy in binary classification, in our case, whether a lesion would result in pathologic fracture or not. Our model achieved 88.2% accuracy in predicting fracture risk across five-fold cross validation testing. The F1 statistic is 0.87. This is the first reported application of convolutional neural networks, a machine learning algorithm, to this important Orthopaedic problem. Our neural network model was able to achieve reasonable accuracy in classifying fracture risk of metastatic proximal femur lesions from analysis of X-rays and clinical information. Our future work will aim to externally validate this algorithm on an international cohort


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_III | Pages 467 - 467
1 Jul 2010
Casanova J Real JC Lucas M Carvalhais P Marques A Freitas J Laranjo A
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Introduction: Most of the bone metastases have origin in breast, lung, prostate, thyroid and kidney neoplasms. The commonest locations are the axial skeleton and the proximal region of the long bones, being the femur the most affected one. The main objectives of the surgical treatment are a quick functional recuperation and immediate pain relief. Objectives: The aim of this work was to define a strategy for the surgical treatment of the bone methastasis located in the femur. Material: The study includes 94 patients with femoral methastasis (100 metastasis) surgicaly treated in the last 10 years in our department. Methods: Retrospective descriptive study based on medical records evaluation. Results: The proximal third of the femur was involved in 80 % of the cases. Pathological fracture was identified in 72 cases and impending fracture in 28. Half of the primitive neoplasms was originated in the breast. It was identified as solitary metastatic lesion only in 33 % of the situations. The mean patient survival time was 9,2 months. They were treated with a cemented calcar-replacing prosthesis in 40 patients, 10 patients submited to conventional arthroplasty and 36 with intramedullary fixation (usually a cephalomedullary nail). The remainder 14 were treated with other surgical techniques. Discussion: The surgery is indicated in case of painful lytic injury or unresponsive to radiotherapy, pathological or impending fracture. The surgical technique depends on the location and size of the lesion and if it is a solitary or multiple bone lesion, choosing between arthroplasties, of preference with long femoral stem, and intramedullary fixation. As we have performed a retrospective study, a functional rigorous evaluation was not possible. Conclusion: The treatment of metastatic femoral disease is not performed with the intention of cure but to improve significantly the patient’s life quality. The proximal third of the femur is the most reached place. Breast cancer was responsible for around 50 % of the cases. In 50% of the patients the surgical option was an arthroplasty and techniques of femoral nailing were performed in 36%. The cemented replacement prosthesis is used in proximal large injuries with periarticular involvement: The intramedullary fixation is reserved for situations in which the femoral head and neck are not involved. The length of patient survival must exceed the predictable surgical recovery period


Orthopaedic Proceedings
Vol. 86-B, Issue SUPP_III | Pages 247 - 247
1 Mar 2004
Santori N Santori F Fredella N Campi A
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Aims: Most diaphyseal humeral fractures must be treated conservatively. Surgery is indicated for transverse displaced fractures, pathological or impending fractures, non unions, fractures with radial nerve palsy and oblique fractures after conservative treatment failure. Methods: Between March 1998 and July 2001 we operated on 80 patients with a diaphyseal humeral fracture. The cannulated retrograde EXP nail (LIMA LTO) was always employed. Proximal locking is obtained through the nail by causing angled protrusion of a wire from the proximal end of it and into the spongious (cancellous) bone of the humeral head. Distally the EXP nail has two little wings shaped to sit on the medial and lateral columns of the olecranic fossa and to thus provide a very effective rotational and traction control. In 51 cases it was a traumatic fracture; transverse, oblique unstable or polytrauma. In 10 cases a pathological fractures, in 7 an impending fracture, in 12 a nonunion. Nonunion cases had had a previous average of 2.5 operations. 10 patients were obese. Results: Average surgical time was 40 minutes. Average radiation exposure was 1 minute and 40 seconds. Union was obtained in all the 51 primary fractures and stability was secured for all the impending and pathological cases. All but 1 of the non-unions healed after an average of 2.6 months. The one failure was in an obese 65 yrs old lady with an oblique unstable non-union. No patients suffered shoulder pain. In 4 cases a reduction of less than 10 degrees of elbow extension was detected. Conclusions: The EXP humeral nail provides satisfactory stability, it is cannulated and requires minimal radiation exposure


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_7 | Pages 96 - 96
1 Jul 2020
Bozzo A Ghert M
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Advances in cancer therapy have prolonged cancer patient survival even in the presence of disseminated disease and an increasing number of cancer patients are living with metastatic bone disease (MBD). The proximal femur is the most common long bone involved in MBD and pathologic fractures of the femur are associated with significant morbidity, mortality and loss of quality of life (QoL). Successful prophylactic surgery for an impending fracture of the proximal femur has been shown in multiple cohort studies to result in patients more likely to walk after surgery, longer survival, lower transfusion rates and shorter post-operative hospital stays. However, there is currently no optimal method to predict a pathologic fracture. The most well-known tool is Mirel's criteria, established in 1989 and is limited from guiding clinical practice due to poor specificity and sensitivity. The goal of our study is to train a convolutional neural network (CNN) to predict fracture risk when metastatic bone disease is present in the proximal femur. Our fracture risk prediction tool was developed by analysis of prospectively collected data for MBD patients (2009–2016) in order to determine which features are most commonly associated with fracture. Patients with primary bone tumors, pathologic fractures at initial presentation, and hematologic malignancies were excluded. A total of 1146 patients comprising 224 pathologic fractures were included. Every patient had at least one Anterior-Posterior X-ray. The clinical data includes patient demographics, tumor biology, all previous radiation and chemotherapy received, multiple pain and function scores, medications and time to fracture or time to death. Each of Mirel's criteria has been further subdivided and recorded for each lesion. We have trained a convolutional neural network (CNN) with X-ray images of 1146 patients with metastatic bone disease of the proximal femur. The digital X-ray data is converted into a matrix representing the color information at each pixel. Our CNN contains five convolutional layers, a fully connected layers of 512 units and a final output layer. As the information passes through successive levels of the network, higher level features are abstracted from the data. This model converges on two fully connected deep neural network layers that output the fracture risk. This prediction is compared to the true outcome, and any errors are back-propagated through the network to accordingly adjust the weights between connections. Methods to improve learning included using stochastic gradient descent with a learning rate of 0.01 and a momentum rate of 0.9. We used average classification accuracy and the average F1 score across test sets to measure model performance. We compute F1 = 2 x (precision x recall)/(precision + recall). F1 is a measure of a test's accuracy in binary classification, in our case, whether a lesion would result in pathologic fracture or not. Five-fold cross validation testing of our fully trained model revealed accurate classification for 88.2% of patients with metastatic bone disease of the proximal femur. The F1 statistic is 0.87. This represents a 24% error reduction from using Mirel's criteria alone to classify the risk of fracture in this cohort. This is the first reported application of convolutional neural networks, a machine learning algorithm, to an important Orthopaedic problem. Our neural network model was able to achieve impressive accuracy in classifying fracture risk of metastatic proximal femur lesions from analysis of X-rays and clinical information. Our future work will aim to validate this algorithm on an external cohort


Orthopaedic Proceedings
Vol. 100-B, Issue SUPP_18 | Pages 9 - 9
1 Dec 2018
Downie S Adamson D Jariwala A
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Early mortality in patients with hip fractures due to bony metastases is unknown. The aim was to quantify 30 and 90-day mortality in patients with metastatic hip fractures and identify markers associated with early death. Consecutive patients referred to orthopaedics with a metastatic proximal femoral fracture/impending fracture over a six-year period were compared to a matched control group of non-malignant hip fractures. Minimum follow-up was 1 year and data was analysed using the student´s t-test (significance p<0.05). From Jan 2010-Dec 2015, 163 patients were referred with metastatic proximal femoral lesions. 90-day mortality was three times higher than controls (44% 71/163 vs. 12% 4/33, p<0.01). Mean time from referral to surgery was longer in impending versus completed fractures (11 and 4 days respectively, p<0.05). Multiple biochemical markers were associated with early mortality in the metastatic group. Patients who died early were more likely to demonstrate low haemoglobin and albumin, and high c-reactive protein, platelets, urea, alkaline phosphatase and calcium (p<0.05). Several biochemical markers associated with early mortality reached clinical and statistical significance. These markers were combined into a score out of 7 and indicated a higher early mortality in metastatic patients compared to controls. Patients with a score of 5–6/7 were 31 times more likely to die within 90 days versus controls. This scoring system could be utilised to predict early mortality and guide management. The average delay to surgery of 4 days (completed) and 11 days (impending fractures) identifies a window to intervene and correct these abnormalities to improve survival


Orthopaedic Proceedings
Vol. 88-B, Issue SUPP_I | Pages 139 - 139
1 Mar 2006
Santori N Piccinato A Lo Storto A Campi A Santori F
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Purpose: Operative treatment of diaphyseal humeral fractures is indicated for transverse displaced fractures, pathological or impending fractures, non unions, fractures with radial nerve palsy and oblique fractures after conservative treatment failure. Different techniques are available but many surgeons have recently expressed a preference for retrograde nailing. We present our results with new generation retrograde self-locking nail. Methodology: From 1998 to 2004, we treated 112 patients with the cannulated retrograde EXP nail (LIMA LTO). All patient have been operated in the prone position on a conventional orthopaedic table. Proximal locking, in this device, is obtained by the angled protrusion of a wire from the nail proximal extremity. Experimental tests in the lab have confirmed the excellent torsion stability of this mechanism. Distally, the EXP nail has two little wings shaped to sit on the medial and lateral columns of the olecranic fossa and to thus provide an effective rotational and traction control. We treated 67 traumatic fracture, 15 pathological fractures, 10 impending fracture and 20 a non-unions. 10 patients in this series were obese. Results: Average surgical time was 40 minutes (min 30 – max 110). Average radiation exposure was 1 minute and 15 seconds (20 seconds for proximal locking). Union was obtained in all the 67 primary fractures and stability was secured for all the impending and pathological cases. All but 1 non-union healed after an average of 2.6 months. In 2 patients of the primary fractures and in 3 patients of the non-union group we had a delayed union. The 3 non-union patients healed after 5, 7 and 9 months respectively. Overall 9 of the 10 obese patients healed. No patients suffered shoulder pain. In 8 cases a reduction of less than 10 degrees of elbow extension was detected. Forty-five nails have been removed so far after an average of 11 months after nailing. No major problems in nail removal have been encountered. Conclusions: Retrograde nailing of the humerus presents significant advantages over other techniques and is meeting more and more consensus. The nail employed in this series provides satisfactory stability, it is cannulated and requires minimal radiation exposure


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_III | Pages 290 - 290
1 Jul 2011
Langdon J Molloy S Bernard J
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Objective: In 1989 Mirels published a scoring system for identifying impending pathological fractures in long bones. However, the spine is the most common site of skeletal metastases. A MR-based scoring system is proposed to quantify the risk of sustaining a pathological fracture through a metastatic lesion in a vertebral body. Methods: A retrospective analysis of 101 vertebral body metastatic lesions was carried out. The metastases were identified through the onco-radiology database. Only lesions with a MR scan and subsequent imaging within 24-months of the index scan were included. Variables potentially predictive of impending fracture were analysed for significance. The significant variables were then statistically weighted. The original MR scans were scored, and the subsequent imaging was used to identify which lesions fractured. The scores were compared between the fracture and non-fracture group. Analysis was carried out for each predictive variable to establish whether they were individually as good as the scoring system alone in predicting fracture. Intra and inter-observer variability was assessed using kappa statistics. Results: Twenty-one of the 101 lesions fractured within 24 months. A mean score of 0.65 was identified in the non-fracture group, whilst the fracture group had a mean score of 6.52 (p< 0.0001). The percentage risk of a lesion sustaining a pathological fracture was calculated for any given score. As the score increased above 4, so did the percentage risk of fracture (sensitivity 85.7%, specificity 97.5%). Very good intra and inter-observer agreement was present, showing the scoring system to be reliably reproducible. Conclusions: The authors propose that all painful vertebral body metastatic lesions be evaluated by MR scanning. Lesions with a score of 3 or less can be left untreated. Lesions with scores of 4 or higher are at risk of fracture and should be considered for prophylactic cement augmentation


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_I | Pages 62 - 62
1 Mar 2010
Das De* S Setiobudi T Das De S
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Recent reports suggest that long-term alendronate therapy may result in an unusual pattern of femoral subtrochanteric fracture. We aimed to determine if the presence of a specific radiographic feature in patients on alendronate could be used to predict an impending insufficiency fracture and thereby prevent its occurrence through further investigations and prophylactic fixation in high-risk patients. Sixty-two subtrochanteric fractures treated surgically from 2001 to 2007 were reviewed and radiographs of 25 low-energy fractures were independently evaluated. Incidence of alendronate therapy, clinical data, and other investigations like bone mineral density (BMD) scans were recorded. Seventeen fractures (68%) were associated with alendronate therapy. Hypertrophy of the lateral cortex of the femur with splaying of the fracture ends was noted in 70.1% of patients on alendronate; initial radiographs were not available in 17.6% and 11.8% had stress fractures identified by bone scan. None of the fractures in the non-alendronate group had this pattern. The fracture configuration in the alendronate group suggested that an ellipsoid thickening in the lateral cortex had been present prior to fracture. Indeed, 6 patients on alendronate (35.3%) had pre-existing radiographs as early as 3 years prior to fracture and all had this feature. Four of them had bone scans, which confirmed a stress fracture. Hip pain was often associated with this radiographic sign but may not be specific as patients were already on follow-up for other musculoskeletal conditions. BMD scans were not predictive of an impending fracture as they were mostly in the osteopaenic range. Only 50% with proven stress fractures had prophylactic fixation, while the remainder sustained overt fractures. Alendronate-related subtrochanteric fractures are associated with a specific pre-existing radiographic abnormality. We recommend that all patients on long-term alendronate - particularly those with hip pain or a previous subtrochanteric fracture - be routinely followed-up with plain radiographs of the pelvis. If an ellipsoid feature is noted in the subtrochanteric region, further investigations like bone scan or MRI should be sought. Patients with evidence of stress fracture should be strongly considered for prophylactic operative fixation. We believe this is a cost-effective strategy to prevent subtrochanteric insufficiency fractures in patients on alendronate


Orthopaedic Proceedings
Vol. 98-B, Issue SUPP_22 | Pages 17 - 17
1 Dec 2016
Haidukewych G
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The orthopaedic surgeon is often consulted to manage pathologic fractures due to metastatic disease, even though he or she may not be an orthopaedic oncologist. A good understanding of the principles of management of metastatic disease is therefore important. The skeleton remains a common site for metastasis, and certain cancers have a predilection for bone, namely, tumors of the breast, prostate, lung, thyroid, and kidney. Myeloma and lymphoma also often involve bone. The proximal femur and pelvis are most commonly affected, so we will focus on those anatomic sites. The patient may present with pain and impending fracture, or with actual fracture. Careful preoperative medical optimization is recommended. If the lesion is solitary, or the primary is unknown, the diagnosis must be made by a full workup and biopsy before definitive treatment is planned. For patients with known metastasis (the most common situation), the options for treatment of pathologic lesions of the proximal femur generally center on internal fixation versus prosthetic replacement. Patients with breast or prostate metastasis can live for several years after pathologic fracture, so constructs must be relatively durable. If fixation is chosen, it must be stable enough to allow full weight bearing, since the overwhelming majority of pathologic fractures will never heal. In general, long constructs are chosen to protect the entire length of the bone. Nails should protect the femoral neck as well, so cephalomedullary devices are typically chosen. Megaprostheses can be useful in situations where bony destruction precludes stable internal fixation. Postoperative radiation is recommended after wound healing. Acetabular involvement typically requires reinforcement rings or cement augmentation with the Harrington technique. Careful multi-disciplinary medical management is recommended to minimise complications