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1.
Calcif Tissue Int ; 114(6): 614-624, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38714533

ABSTRACT

To construct a nomogram based on clinical factors and paraspinal muscle features to predict vertebral fractures occurring after acute osteoporotic vertebral compression fracture (OVCF). We retrospectively enrolled 307 patients with acute OVCF between January 2013 and August 2022, and performed magnetic resonance imaging of the L3/4 and L4/5 intervertebral discs (IVDs) to estimate the cross-sectional area (CSA) and degree of fatty infiltration (FI) of the paraspinal muscles. We also collected clinical and radiographic data. We used univariable and multivariable Cox proportional hazards models to identify factors that should be included in the predictive nomogram. Post-OVCF vertebral fracture occurred within 3, 12, and 24 months in 33, 69, and 98 out of the 307 patients (10.8%, 22.5%, and 31.9%, respectively). Multivariate analysis revealed that this event was associated with percutaneous vertebroplasty treatment, higher FI at the L3/4 IVD levels of the psoas muscle, and lower relative CSA of functional muscle at the L4/5 IVD levels of the multifidus muscle. Area under the curve values for subsequent vertebral fracture at 3, 12, and 24 months were 0.711, 0.724, and 0.737, respectively, indicating remarkable accuracy of the nomogram. We developed a model for predicting post-OVCF vertebral fracture from diagnostic information about prescribed treatment, FI at the L3/4 IVD levels of the psoas muscle, and relative CSA of functional muscle at the L4/5 IVD levels of the multifidus muscle. This model could facilitate personalized predictions and preventive strategies.


Subject(s)
Osteoporotic Fractures , Paraspinal Muscles , Spinal Fractures , Humans , Spinal Fractures/epidemiology , Spinal Fractures/diagnostic imaging , Osteoporotic Fractures/epidemiology , Paraspinal Muscles/pathology , Paraspinal Muscles/diagnostic imaging , Female , Male , Aged , Retrospective Studies , Aged, 80 and over , Fractures, Compression/diagnostic imaging , Middle Aged , Magnetic Resonance Imaging/methods , Nomograms
2.
J Med Invest ; 71(1.2): 179-183, 2024.
Article in English | MEDLINE | ID: mdl-38735718

ABSTRACT

Osteoporotic vertebral fracture (OVF) is common in the elderly population. In this report, we describe a case with radiculopathy due to foraminal stenosis caused by OVF in a very elderly patient that was treated successfully by full-endoscopic foraminotomy under local anesthesia. The patient was an 89-year-old woman who presented with a chief complaint of left leg pain for 5 years. She visited a couple of hospitals and finally consulted us to determine the exact cause of the pain. Computed tomography scans were obtained and selective nerve root block at L3 was performed. The diagnosis was radiculopathy at L3 due to foraminal stenosis following OVF. The patient had severe heart disease, so we decided to avoid surgery under general anesthesia and planned full-endoscopic spine surgery under local anesthesia. We performed transforaminal full-endoscopic lumbar foraminotomy at L3-L4 to decompress the L3 nerve root. The leg pain disappeared completely immediately after surgery. Postoperative computed tomography confirmed appropriate bone resection. The leg pain did not recur during a year of postoperative follow-up. OVF may cause lumbar radiculopathy as a result of foraminal stenosis, and transforaminal full-endoscopic lumbar foraminotomy under local anesthesia would be the best option in an elderly patient with poor general condition. J. Med. Invest. 71 : 179-183, February, 2024.


Subject(s)
Anesthesia, Local , Decompression, Surgical , Endoscopy , Osteoporotic Fractures , Spinal Fractures , Spinal Stenosis , Humans , Female , Aged, 80 and over , Spinal Fractures/surgery , Spinal Fractures/diagnostic imaging , Spinal Fractures/etiology , Spinal Stenosis/surgery , Spinal Stenosis/diagnostic imaging , Decompression, Surgical/methods , Endoscopy/methods , Osteoporotic Fractures/surgery , Osteoporotic Fractures/diagnostic imaging , Lumbar Vertebrae/surgery , Lumbar Vertebrae/diagnostic imaging , Radiculopathy/surgery , Radiculopathy/etiology
3.
J Orthop Surg Res ; 19(1): 302, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38760662

ABSTRACT

PURPOSE: To analyze the association between scoliosis and vertebral refracture after percutaneous kyphoplasty (PKP) in patients with osteoporotic vertebral compression fractures (OVCFs). METHODS: A retrospective study was conducted on 269 patients meeting the criteria from January 2014 to October 2022. All patients underwent PKP with complete data and were followed-up for > 12 months. First, it was verified that scoliosis was a risk factor in 269 patients. Second, patients with scoliosis were grouped based on the Cobb angle to evaluate the impact of the post-operative angle. The cox proportional hazards regression analysis and survival analysis were used to calculate the hazard ratio and recurrence time. RESULTS: A total of 56 patients had scoliosis, 18 of whom experienced refractures after PKP. The risk factors for vertebral refractures included a T-score < - 3.0 and presence of scoliosis (both p < 0.001). The results indicated that the vertebral fractured arc (T10 - L4) was highly influential in scoliosis and vertebral fractures. When scoliotic and initially fractured vertebrae were situated within T10 - L4, the risk factors for vertebral refracture included a postoperative Cobb angle of ≥ 20° (p = 0.002) and an increased angle (p = 0.001). The mean recurrence times were 17.2 (10.7 - 23.7) months and 17.6 (7.9 - 27.3) months, respectively. CONCLUSION: Osteoporosis combined with scoliosis significantly increases the risk of vertebral refractures after PKP in patients with OVCFs. A postoperative Cobb angle of ≥ 20° and an increased angle are significant risk factors for vertebral refractures when scoliotic and initially fractured vertebrae are situated within T10 - L4.


Subject(s)
Fractures, Compression , Kyphoplasty , Osteoporotic Fractures , Recurrence , Scoliosis , Spinal Fractures , Humans , Fractures, Compression/surgery , Fractures, Compression/etiology , Fractures, Compression/diagnostic imaging , Kyphoplasty/methods , Female , Scoliosis/surgery , Scoliosis/etiology , Scoliosis/diagnostic imaging , Male , Spinal Fractures/surgery , Spinal Fractures/etiology , Spinal Fractures/diagnostic imaging , Retrospective Studies , Osteoporotic Fractures/surgery , Osteoporotic Fractures/diagnostic imaging , Aged , Aged, 80 and over , Risk Factors , Middle Aged , Follow-Up Studies , Postoperative Complications/etiology , Postoperative Complications/epidemiology
4.
BMC Musculoskelet Disord ; 25(1): 343, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38693479

ABSTRACT

PURPOSE: To explore whether it is necessary to put drain tubes after posterior pedicle screw fixation of thoracolumbar fractures. METHODS: From April 2020 to January 2023, a total of 291 patients with recent thoracolumbar fractures (AO type-A or type-B) who received the pedicle screw fixation operation were enrolled retrospectively. In 77 patients, drain tubes were used in the pedicle screw fixation surgery, while no drain tubes were placed in the other group. After gleaning demographic information and results of lab examination and imageology examination, all data were put into a database. Independent-sample t-tests, Pearson Chi-Square tests, Linear regression analysis, and correlation analysis were then performed. RESULTS: Compared to the control group, the drainage group had significantly lower postoperative CRP levels (P = 0.047), less use of antipyretics (P = 0.035), higher ADL scores (P = 0.001), and lower NRS scores (P < 0.001) on the 6th day after surgery. Other investigation items, such as demographic information, operation time, intraoperative blood loss, body temperature, and other preoperative and postoperative lab results, showed no significant differences. CONCLUSIONS: The use of a drain tube in the pedicle screw fixation of thoracolumbar fractures is correlated with the improvement of patients' living and activity ability and the reduction of inflammation, postoperative fever and pain.


Subject(s)
Drainage , Fracture Fixation, Internal , Lumbar Vertebrae , Pedicle Screws , Spinal Fractures , Thoracic Vertebrae , Humans , Male , Thoracic Vertebrae/surgery , Thoracic Vertebrae/injuries , Spinal Fractures/surgery , Spinal Fractures/diagnostic imaging , Lumbar Vertebrae/surgery , Lumbar Vertebrae/injuries , Female , Retrospective Studies , Adult , Middle Aged , Fracture Fixation, Internal/instrumentation , Fracture Fixation, Internal/methods , Fracture Fixation, Internal/adverse effects , Drainage/instrumentation , Drainage/methods , Treatment Outcome , Aged
5.
Ugeskr Laeger ; 186(17)2024 Apr 22.
Article in Danish | MEDLINE | ID: mdl-38704711

ABSTRACT

Non-traumatic fractures due to seizures are an overlooked diagnostic group. It is well known that patients with generalized tonic-clonic seizures have an increased trauma risk. However, the cause of fracture is rarely due to the violent forces of muscle contractions. Usually, the primary patient examination focuses on the aetiology of the seizure, which sometimes delays the diagnosis of fractures. This is a case report of a 19-year-old woman who sustained three compression fractures of the thoracic spine due to a generalized tonic-clonic seizure, and a discussion of the diagnostic challenges in such a rare case.


Subject(s)
Fractures, Compression , Spinal Fractures , Thoracic Vertebrae , Humans , Female , Spinal Fractures/diagnostic imaging , Spinal Fractures/complications , Spinal Fractures/diagnosis , Young Adult , Fractures, Compression/diagnostic imaging , Fractures, Compression/etiology , Fractures, Compression/diagnosis , Fractures, Compression/complications , Thoracic Vertebrae/injuries , Thoracic Vertebrae/diagnostic imaging , Seizures/etiology , Seizures/diagnosis , Fractures, Multiple/diagnostic imaging , Tomography, X-Ray Computed , Epilepsy, Tonic-Clonic/etiology , Epilepsy, Tonic-Clonic/diagnosis
6.
J Orthop Traumatol ; 25(1): 17, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38622334

ABSTRACT

BACKGROUND: Capacitively coupling electric fields (CCEF) is a method of non-invasive biophysical stimulation that enhances fracture repair and spinal fusion. This multicentre randomized controlled trial aimed to further examine the roles of CCEF in (1) the resolution of vertebral bone marrow oedema (VBME) using a follow-up MRI study and (2) pain relief, analgesic drug consumption and quality of life improvement in stimulated patients who were referred with acute vertebral fragility fractures (VFFs) compared to non-stimulated patients. METHODS: Between September 2016 and December 2019, patients who were referred to the spine centres that participated in this multicentre randomized clinical study with acute VFFs of type OF1 or OF2 were included in the present study. All the VFFs were conservatively managed according to Good Clinical Practice. Moreover, the patients were randomized into two groups: the CCEF group received, as an adjunct to the clinical study protocol, biophysical stimulation with a CCEF device (Osteospine, IGEA) for 8 h per day for 60 days, whereas the control group was treated according to the clinical study protocol. At baseline (T0), the 30-day follow-up (T1), the 60-day follow-up (T2), and the 6-month follow-up (T3), each patient underwent clinical evaluation using the Visual Analogue Scale (VAS) for Pain and the Oswestry Disability Index (ODI). Analgesic therapy with paracetamol 1000 mg tablets for 7 days-or longer, depending on the pain intensity-was performed; patients were required to report their paracetamol consumption on a specific sheet between study day 8 to 180 days of follow-up. MRI studies of the thoracolumbar spine were performed at 0 (T0), 30 (T1) and 60 days of follow-up (T2) using a 1.5-T MRI system in all of the centres that took part in the study. For each VBME area examined via MRI, the vertebral body geometry (i.e. anterior wall height/posterior wall height and vertebral kyphosis) were assessed. RESULTS: A total of 66 patients (male: 9, 13.63%; mean age: 73.15 years old) with 69 VFFs were included in the present study and randomized as follows: 33 patients were included in the control group and the remaining 33 patients were randomized into the CCEF group. In the CCEF group, good compliance with CCEF therapy was observed (adherence = 94%), and no adverse effects were recorded. In the stimulated patients, faster VBME resolution and significantly less vertebral body collapse during follow-up were observed compared to the control patients. Moreover, in the active group, faster pain reduction and improvement in the ODI mean score were observed. Stimulated patients also reported a significantly lower paracetamol consumption rate from the third follow-up after treatment until the 6-month follow-up. In terms of sex-related differences, in the CCEF group, VBME showed a faster resolution in male patients compared with females. CONCLUSION: Biophysical stimulation with CCEF, as an adjunct to traditional conservative treatment, is a useful tool to hasten the VBME resolution process and prevent vertebral body deformation. These MRI findings also correlate with faster back pain resolution and quality of life improvement. From the third follow-up after treatment until the 6-month follow-up, stimulated patients reported a significantly lower paracetamol consumption than control patients, even though back pain and quality of life showed no significant differences between the two groups. LEVEL OF EVIDENCE: II. Trial Registration Register: ClinicalTrials.gov, number: NCT05803681.


Subject(s)
Fractures, Compression , Spinal Fractures , Female , Humans , Male , Aged , Acetaminophen , Quality of Life , Prospective Studies , Back Pain , Spinal Fractures/diagnostic imaging , Spinal Fractures/therapy , Analgesics , Fractures, Compression/therapy , Treatment Outcome
7.
J Orthop Surg Res ; 19(1): 240, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38622736

ABSTRACT

OBJECTIVE: To assess the radiographic outcomes, clinical outcomes and complications of percutaneous kyphoplasty (PKP) with and without posterior pedicle screw fixation (PPSF) in the treatment of severe osteoporotic vertebral compression fractures (sOVCF) with nonunion. METHODS: This study involved 51 patients with sOVCF with nonunion who underwent PKP or PPSF + KP. The operation time, intraoperative blood loss, volume of injected bone cement, operation costs and hospital stays were all recorded. In addition, the Visual Analogue Scale (VAS) and the Oswestry Disability Index (ODI) were assessed separately for each patient before and after surgery. RESULTS: Compared with the PPSF + KP group, the PKP group had shorter operation time, less intraoperative blood loss, shorter hospital stays and fewer operation costs. However, cobb's angle improvement (13.4 ± 4.3° vs. 21.4 ± 5.3°), VWR improvement ratio (30.4 ± 11.5% vs. 52.8 ± 12.7%), HA (34.9 ± 9.0% vs. 63.7 ± 7.6%) and HM (28.4 ± 11.2% vs. 49.6 ± 7.7%) improvement ratio were all higher in PPSF + KP group than that in PKP group. In addition, the ODI index and VAS score in both groups were significantly decreased at the postoperative and final follow-up. PKP group's postoperative VAS score was significantly lower than that in PPSF + KP group, but there was no statistically significant difference in VAS score at the last follow-up. CONCLUSION: PKP and PPSF + KP can both effectively relieve the pain associated with sOVCF with nonunion. PPSF + KP can achieve more satisfactory vertebral reduction effects compared to PKP. However, PKP was less invasive and it has more advantages in shortening operation time and hospital stay, as well as decreasing intraoperative blood loss and operation costs.


Subject(s)
Fractures, Compression , Kyphoplasty , Osteoporotic Fractures , Pedicle Screws , Spinal Fractures , Humans , Fractures, Compression/diagnostic imaging , Fractures, Compression/surgery , Fractures, Compression/drug therapy , Blood Loss, Surgical , Spinal Fractures/diagnostic imaging , Spinal Fractures/surgery , Spinal Fractures/drug therapy , Treatment Outcome , Osteoporotic Fractures/diagnostic imaging , Osteoporotic Fractures/surgery , Osteoporotic Fractures/drug therapy , Bone Cements/therapeutic use , Retrospective Studies
8.
BMC Musculoskelet Disord ; 25(1): 294, 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38627655

ABSTRACT

PURPOSE: To assess the clinical safety, accuracy, and efficacy of percutaneous kyphoplasty (PKP) surgery using an enhanced method of unilateral puncture on the convex side for the treatment of painful osteoporotic vertebral compression fractures (P-OVCF) with scoliosis. METHODS: Clinical and radiographic data of P-OVCF patients with scoliosis who underwent PKP via unilateral puncture on the convex side from January 2018 to December 2021 were retrospectively analyzed. This technique's detailed surgical steps and tips were described. The local kyphosis angle (LKA), scoliosis Cobb angle (SCA), and local scoliosis Cobb angle (LSCA) were measured using X-ray and compared at pre-operation, post-operation, and the last follow-up. The width of pedicle (POW), inner inclination angle (IIA), lateral distance (LD), and puncture course length (PCL) were measured on the axial computed tomography image and compared between two sides. Postoperative computed tomography was employed to evaluate the condition of cement distribution and puncture. Clinical outcomes were evaluated using the Oswestry Disability Index (ODI) and Visual Analog Scale (VAS) for back pain (BP). RESULTS: Thirty-six patients, 23 women and 13 men, with an average age of 76.31 ± 6.28 years were monitored for 17.69 ± 4.70 months. The median surgical duration of single vertebrae was 35 min. The volume of bone cement for single vertebrae was 3.81 ± 0.87 ml and the proportion of sufficient cement distribution of the patients was 97.22. LKA was considerably improved from pre-operation to post-operation and sustained at the last follow-up. SCA and LSCA were not significantly modified between these three-time points. IIA, PCL, and LD were lower on the convex side than on the concave side. POW was considerably wider on the convex side. The ODI and VAS-BP scores were significantly improved after surgery and sustained during the follow-up. CONCLUSIONS: Combining with the proper assessment of the pre-injured life status of patients, PKP surgery using unilateral puncture on the convex side for the treatment of P-OVCF with scoliosis can achieve safe, excellent clinical, and radiographic outcomes.


Subject(s)
Fractures, Compression , Kyphoplasty , Kyphosis , Osteoporotic Fractures , Scoliosis , Spinal Fractures , Male , Humans , Female , Aged , Aged, 80 and over , Kyphoplasty/methods , Fractures, Compression/diagnostic imaging , Fractures, Compression/etiology , Fractures, Compression/surgery , Scoliosis/complications , Scoliosis/diagnostic imaging , Retrospective Studies , Spinal Fractures/complications , Spinal Fractures/diagnostic imaging , Spinal Fractures/surgery , Treatment Outcome , Spine , Bone Cements/therapeutic use , Punctures , Kyphosis/diagnostic imaging , Kyphosis/etiology , Kyphosis/surgery , Osteoporotic Fractures/complications , Osteoporotic Fractures/diagnostic imaging , Osteoporotic Fractures/surgery
9.
BMC Musculoskelet Disord ; 25(1): 295, 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38627756

ABSTRACT

BACKGROUND: Early assessment of the risk of nonunion in osteoporotic vertebral compression fracture (OVCF) is beneficial to early clinical decision making. However, a comprehensive understanding of the risk factors for OVCF nonunion is lacking. METHODS: We conducted a case-control study to investigate risk factors for OVCF nonunion. Patients who underwent surgery for nonunited OVCFs between January 2011 and December 2021 were eligible for inclusion as cases. Patients with successful OVCF healing confirmed by MRI over the same period were identified as controls. Patient demographics, comorbidities, and fasting blood test data were extracted for analysis. RESULTS: A total of 201 patients with nonunited OVCFs and 1044 controls were included to evaluate the risk factors for nonunited OVCFs. There were statistically significant differences in sex, age, number of patients with hypertension, number of patients on bed rest after OVCF and T-score of BMD between the two groups. Logistic regression showed that female patients had a higher risk of OVCF nonunion than male patients and that smoking, drinking, diabetes, and hypertension were risk factors for nonunion of OVCFs, while bed rest and spinal support were protective factors against nonunion of OVCFs. We also found that age, BMD, FBG, and ß-CTX were positively correlated with nonunited OVCFs, and that HGB and 1,25-(OH)2VitD3 level were negatively correlated with nonunited OVCFs. CONCLUSION: Smoking, drinking, diabetes and hypertension were risk factors for nonunion of OVCFs, while bed rest and spinal support were protective factors against nonunion of OVCFs. Age, BMD, FBG and ß-CTX were positively correlated with nonunited OVCFs, while HGB and 1,25-(OH)2VitD3 level were negatively correlated with nonunited OVCFs. Based on the results of our study, we suggest that bed rest or spinal support for at least 3 consecutive weeks is necessary to reduce the risk of OVCFs nonunion.


Subject(s)
Diabetes Mellitus , Fractures, Compression , Hypertension , Osteoporotic Fractures , Spinal Fractures , Humans , Male , Female , Spinal Fractures/diagnostic imaging , Spinal Fractures/epidemiology , Spinal Fractures/etiology , Case-Control Studies , Fractures, Compression/diagnostic imaging , Fractures, Compression/epidemiology , Fractures, Compression/surgery , Osteoporotic Fractures/diagnostic imaging , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/etiology , Risk Factors , Retrospective Studies , Treatment Outcome
10.
Injury ; 55(6): 111520, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38594084

ABSTRACT

INTRODUCTION: Fragility fractures without significant trauma of the pelvic ring in older patients have an increasing incidence due to demographic change. Influencing factors other than osteoporotic bone quality that lead to an insufficiency fracture are not yet known. However, it is suspected that the pelvic tilt (PT) has an effect on the development of such an insufficiency fracture. This study explores the influence of the PTs in patients with insufficiency fractures of the posterior pelvic ring. MATERIALS AND METHODS: A total of 49 geriatric patients with fragility fractures of the pelvic ring were treated at a university hospital level-1 trauma center during a period between February and December 2023, and their fractures were classified according to the FFP classification of Rommens and Hofmann. Complete sets of computer tomography (CT) and radiological images were available to determine the PT angle of the patients. RESULTS: 34 FFP type 2 and 15 FFP type 3 classified patients were included in the study. Significant difference was seen in the pelvic tilt (PT) angle between the patient group with insufficiency fractures (n= 49; mean age: 78.02 ± 11.80) and the control group with lumbago patients (n= 53; mean age: 69.23 ± 11.23). The PT was significantly higher in the patients with insufficiency fractures (25.74° ± 4.76; p⁎⁎⁎⁎ ≤ 0.0001). CONCLUSIONS: The study demonstrates a significant extension of the PT angle of individuals with insufficiency fractures when compared to those with lumbago. The result suggests a potential association between pelvic tilt and fracture susceptibility. TRIAL REGISTRATION: A retrospective study about the influence of sagittal balance of the spine on insufficiency fractures of the posterior pelvic ring measured by the "pelvic tilt angle", DRKS00032120. Registered 20th June 2023 - Prospectively registered. Trial registration number DRKS00032120.


Subject(s)
Fractures, Stress , Pelvic Bones , Sacrum , Tomography, X-Ray Computed , Humans , Female , Aged , Male , Pelvic Bones/injuries , Pelvic Bones/diagnostic imaging , Aged, 80 and over , Fractures, Stress/diagnostic imaging , Fractures, Stress/epidemiology , Fractures, Stress/physiopathology , Sacrum/diagnostic imaging , Sacrum/injuries , Prevalence , Osteoporotic Fractures/physiopathology , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/diagnostic imaging , Retrospective Studies , Spinal Fractures/physiopathology , Spinal Fractures/diagnostic imaging , Spinal Fractures/epidemiology , Spinal Fractures/complications , Middle Aged , Posture/physiology
11.
Front Endocrinol (Lausanne) ; 15: 1370838, 2024.
Article in English | MEDLINE | ID: mdl-38606087

ABSTRACT

Purpose: To develop and validate a deep learning radiomics (DLR) model that uses X-ray images to predict the classification of osteoporotic vertebral fractures (OVFs). Material and methods: The study encompassed a cohort of 942 patients, involving examinations of 1076 vertebrae through X-ray, CT, and MRI across three distinct hospitals. The OVFs were categorized as class 0, 1, or 2 based on the Assessment System of Thoracolumbar Osteoporotic Fracture. The dataset was divided randomly into four distinct subsets: a training set comprising 712 samples, an internal validation set with 178 samples, an external validation set containing 111 samples, and a prospective validation set consisting of 75 samples. The ResNet-50 architectural model was used to implement deep transfer learning (DTL), undergoing -pre-training separately on the RadImageNet and ImageNet datasets. Features from DTL and radiomics were extracted and integrated using X-ray images. The optimal fusion feature model was identified through least absolute shrinkage and selection operator logistic regression. Evaluation of the predictive capabilities for OVFs classification involved eight machine learning models, assessed through receiver operating characteristic curves employing the "One-vs-Rest" strategy. The Delong test was applied to compare the predictive performance of the superior RadImageNet model against the ImageNet model. Results: Following pre-training separately on RadImageNet and ImageNet datasets, feature selection and fusion yielded 17 and 12 fusion features, respectively. Logistic regression emerged as the optimal machine learning algorithm for both DLR models. Across the training set, internal validation set, external validation set, and prospective validation set, the macro-average Area Under the Curve (AUC) based on the RadImageNet dataset surpassed those based on the ImageNet dataset, with statistically significant differences observed (P<0.05). Utilizing the binary "One-vs-Rest" strategy, the model based on the RadImageNet dataset demonstrated superior efficacy in predicting Class 0, achieving an AUC of 0.969 and accuracy of 0.863. Predicting Class 1 yielded an AUC of 0.945 and accuracy of 0.875, while for Class 2, the AUC and accuracy were 0.809 and 0.692, respectively. Conclusion: The DLR model, based on the RadImageNet dataset, outperformed the ImageNet model in predicting the classification of OVFs, with generalizability confirmed in the prospective validation set.


Subject(s)
Deep Learning , Osteoporotic Fractures , Spinal Fractures , Humans , Osteoporotic Fractures/diagnostic imaging , Radiomics , X-Rays , Spine , Spinal Fractures/diagnostic imaging
12.
BMC Musculoskelet Disord ; 25(1): 262, 2024 Apr 03.
Article in English | MEDLINE | ID: mdl-38570760

ABSTRACT

BACKGROUND: Radiculopathy of the lower limb after acute osteoporotic vertebral fractures (OVFs) in the lower lumbar spine is uncommon in geriatric patients. Moreover, surgical intervention is generally recommended in patients who are irresponsive to conservative treatment. Determining an optimum surgical strategy is challenging considering the poor general condition of this population. Thus, herein, we established an algorithm for surgically managing this clinical scenario, hoping to provide a reference for making a surgical decision. METHODS: We retrospectively studied patients who suffered from new-onset radiculopathy of the lower limb after acute single-level OVFs in the lower lumbar spine and eventually underwent surgical intervention at our department. Information on the demographics, bone quality, AO spine classification of the vertebral fracture, pre-existing degenerative changes, including foraminal stenosis and lumbar disc herniation, and surgical intervention type was collected. Additionally, clinical outcomes, including preoperative and postoperative visual analog scale (VAS) scores for back and leg pain, Oswestry disability index (ODI), and MacNab criterion for response to surgery, were evaluated. RESULTS: From September 2019 to December 2021, a total of 22 patients with a mean age of 68.59 ± 9.74 years were analyzed. The most involved vertebra was L5 (54.5%), followed by L4 (27.3%) and L3 (18.2%). Among the 22 patients, 15 (68.2%) were diagnosed with the A1 type fracture of AO classification, and among them, 11 (73.3%) were characterized by the collapse of the inferior end plate (IEP). Three patients (13.6%) suffered from A2-type fractures, whereas four patients (18.2%) suffered from A3-type fractures. Pre-existing degenerative changes were observed in 12 patients (54.5%) of the patients. A total of 16 patients (72.7%) were treated by percutaneous kyphoplasty (PKP). Additionally, three patients underwent posterior instrumentation and fusion, two patients underwent a secondary endoscopic foraminoplasty, and one patient underwent a secondary radiofrequency ablation. The mean follow-up period was 17.42 ± 9.62 months. The mean VAS scores for leg and back pain and ODI decreased significantly after the surgery (P < 0.05). The total satisfaction rate at the last follow-up was 90.9% per the Macnab criterion. CONCLUSION: Patients with OVFs in the IEP are predisposed to suffer from radiculopathy of the lower limb. PKP alone or in combination with other minimally invasive surgical strategies is safe and effective in treating stable fractures. Additionally, aggressive surgical intervention should be considered in patients with unstable fractures or severe foraminal encroachment.


Subject(s)
Fractures, Compression , Kyphoplasty , Osteoporotic Fractures , Radiculopathy , Spinal Fractures , Humans , Aged , Middle Aged , Retrospective Studies , Spinal Fractures/complications , Spinal Fractures/diagnostic imaging , Radiculopathy/diagnostic imaging , Radiculopathy/etiology , Radiculopathy/surgery , Lumbar Vertebrae/diagnostic imaging , Lumbar Vertebrae/surgery , Lumbar Vertebrae/injuries , Leg , Osteoporotic Fractures/diagnostic imaging , Osteoporotic Fractures/surgery , Treatment Outcome , Fractures, Compression/surgery
13.
BMC Musculoskelet Disord ; 25(1): 281, 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38609938

ABSTRACT

BACKGROUND: The Swedish Fracture Register (SFR) is a national quality register for all types of fractures in Sweden. Spine fractures have been included since 2015 and are classified using a modified AOSpine classification. The aim of this study was to determine the accuracy of the classification of thoracolumbar burst fractures in the SFR. METHODS: Assessments of medical images were conducted in 277 consecutive patients with a thoracolumbar burst fracture (T10-L3) identified in the SFR. Two independent reviewers classified the fractures according to the AOSpine classification, with a third reviewer resolving disagreement. The combined results of the reviewers were considered the gold standard. The intra- and inter-rater reliability of the reviewers was determined with Cohen's kappa and percent agreement. The SFR classification was compared with the gold standard using positive predictive values (PPV), Cohen's kappa and percent agreement. RESULTS: The reliability between reviewers was  high (Cohen's kappa 0.70-0.97). The PPV for correctly classifying burst fractures in the SFR was high irrespective of physician experience (76-89%), treatment (82% non-operative, 95% operative) and hospital type (83% county, 95% university). The inter-rater reliability of B-type injuries and the overall SFR classification compared with the gold standard was low (Cohen's kappa 0.16 and 0.17 respectively). CONCLUSIONS: The SFR demonstrates a high PPV for accurately classifying burst fractures, regardless of physician experience, treatment and hospital type. However, the reliability of B-type injuries and overall classification in the SFR was found to be low. Future studies on burst fractures using SFR data where classification is important should include a review of medical images to verify the diagnosis.


Subject(s)
Fractures, Bone , Fractures, Comminuted , Spinal Fractures , Humans , Reproducibility of Results , Spinal Fractures/diagnostic imaging , Spinal Fractures/epidemiology , Sweden/epidemiology , Retrospective Studies
14.
Int J Rheum Dis ; 27(4): e15146, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38661342

ABSTRACT

OBJECTIVE: Hounsfield units (HU) measured using computed tomography (CT) have gained considerable attention for the detection of osteoporosis. This study aimed to investigate whether opportunistic CT could predict vertebral fractures in patients with rheumatoid arthritis (RA). METHODS: A total of 233 patients with RA who underwent chest CT were included in this study. The HU values of the anterior 1/3 of the vertebral bodies based on the sagittal plane at T11-L2 after reconstruction were measured. The incidence of vertebral fractures was investigated with respect to the HU value. RESULTS: Vertebral fractures were identified in 32 patients during a mean follow-up period of 3.8 years. In patients who experienced vertebral fractures within 2 years of CT imaging, the HU values of the vertebral bodies (T11-L2) were lower than those in patients who did not experience fractures. Receiver operating characteristic curve analysis identified that a T11 HU value of <125 was a risk factor for vertebral fracture within 2 years. Multivariate analysis showed that a T11 HU value of <125 and the existence of prevalent vertebral fractures were significant risk factors for fracture. CONCLUSION: HU measurements of the anterior 1/3 of the vertebral body are a potential predictor for vertebral fractures in patients with RA.


Subject(s)
Arthritis, Rheumatoid , Osteoporotic Fractures , Predictive Value of Tests , Spinal Fractures , Humans , Arthritis, Rheumatoid/diagnostic imaging , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/epidemiology , Spinal Fractures/diagnostic imaging , Spinal Fractures/epidemiology , Spinal Fractures/etiology , Female , Male , Aged , Middle Aged , Risk Factors , Japan/epidemiology , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/diagnostic imaging , Osteoporotic Fractures/etiology , Time Factors , Incidence , Thoracic Vertebrae/diagnostic imaging , Thoracic Vertebrae/injuries , ROC Curve , Risk Assessment , Tomography, X-Ray Computed , Lumbar Vertebrae/diagnostic imaging , Multivariate Analysis , Retrospective Studies , Prevalence , Aged, 80 and over , Area Under Curve
15.
BMC Musculoskelet Disord ; 25(1): 216, 2024 Mar 14.
Article in English | MEDLINE | ID: mdl-38481188

ABSTRACT

BACKGROUND: To achieve good bone fusion in anterior column reconstruction for vertebral fractures, not only bone mineral density (BMD) and bone metabolism markers but also lever arms due to bone bridging between vertebral bodies should be evaluated. However, until now, no lever arm index has been devised. Therefore, we believe that the maximum number of vertebral bodies that are bony and cross-linked with the contiguous adjacent vertebrae (maxVB) can be used as a measure for lever arms. The purpose of this study is to investigate the surgical outcomes of anterior column reconstruction for spinal fractures and to determine the effect of bone bridging between vertebral bodies on the rate of bone fusion using the maxVB as an indicator of the length of the lever arm. METHODS: The clinical data of 81 patients who underwent anterior column reconstruction for spinal fracture between 2014 and 2022 were evaluated. The bone fusion rate, back pain score, between the maxVB = 0 and the maxVB ≥ 2 patients were adjusted for confounding factors (age, smoking history, diabetes mellitus history, BMD, osteoporosis drugs, surgical technique, number of fixed vertebrae, materials used for the anterior props, etc.) and analysed with multivariate or multiple regression analyses. The bone healing rate and incidence of postoperative back pain were compared among the three groups (maxVB = 0, 2≦maxVB≦8, maxVB ≧ 9) and divided by the maxVB after adjusting for confounding factors. RESULTS: Patients with a maxVB ≥ 2 had a significantly higher bone fusion rate (p < 0.01) and postoperative back pain score (p < 0.01) than those with a maxVB = 0. Among the three groups, the bone fusion rate and back pain score were significantly higher in the 2≦maxVB≦8 group (p = 0.01, p < 0.01). CONCLUSIONS: Examination of the maxVB as an indicator of the use of a lever arm is beneficial for anterior column reconstruction for vertebral fractures. Patients with no intervertebral bone bridging or a high number of bone bridges are in more need of measures to promote bone fusion than patients with a moderate number of bone bridges are.


Subject(s)
Osteoporosis , Spinal Fractures , Spinal Fusion , Humans , Spinal Fractures/diagnostic imaging , Spinal Fractures/etiology , Spinal Fractures/surgery , Spinal Fusion/adverse effects , Spinal Fusion/methods , Osteoporosis/complications , Treatment Outcome , Back Pain/complications , Lumbar Vertebrae/diagnostic imaging , Lumbar Vertebrae/surgery , Lumbar Vertebrae/injuries , Retrospective Studies , Thoracic Vertebrae/surgery
16.
Turk Neurosurg ; 34(2): 250-255, 2024.
Article in English | MEDLINE | ID: mdl-38497177

ABSTRACT

AIM: To compare the clinical and radiological outcomes of unilateral percutaneous kyphoplasty (PKP) surgeries performed using 3D printing technology in patients with osteoporotic compression fractures to conventional unilateral PKP surgeries. MATERIAL AND METHODS: Patients with acute painful single-level osteoporotic vertebral compression fracture (OVCF) who need surgical treatment were divided into two groups: group A (patients who had 3D template-guided PKP) and group B (patients who conventional PKP). To compare the two surgical procedures, Total Absorbed Radiation Dose (TARD), pre- and postoperative visual analog scale (VAS) scores, and Total Surgery Time (TST) were calculated and compared between groups in both surgical groups. RESULTS: A total of 44 patients with single-level OVCF who were experiencing acute pain were successfully operated on, with 22 patients in each group. TARD (2.6 ± 0.4 mGy vs. 6.1 ± 1.9 mGy, p < 0.05) and TST (12.4 ± 2.6 min vs. 20.2 ± 3.2 min, p < 0.05) differed significantly different between groups A and B. There was no statistically significant difference between the patient groups in preoperative and postoperative VAS values (p > 0.05). Cement leakage was lower in group A (3/22, 13.6%) than in group B (6/22, 27.3%) (p > 0.05). There were no neurological complications or infections in either group. CONCLUSION: When compared to the conventional procedure, the unilateral percutaneous kyphoplasty method was supported by a 3D printing guide template. By reducing operative time and radiation exposure, tt has resulted in a more effective surgical procedure for patients and a safer surgical procedure for surgeons and anaesthesiologists.


Subject(s)
Fractures, Compression , Kyphoplasty , Osteoporotic Fractures , Spinal Fractures , Vertebroplasty , Humans , Kyphoplasty/adverse effects , Fractures, Compression/diagnostic imaging , Fractures, Compression/surgery , Spinal Fractures/diagnostic imaging , Spinal Fractures/surgery , Spine , Vertebroplasty/methods , Osteoporotic Fractures/diagnostic imaging , Osteoporotic Fractures/surgery
17.
Sci Rep ; 14(1): 5602, 2024 03 07.
Article in English | MEDLINE | ID: mdl-38453997

ABSTRACT

This investigation examined the clinical implications of mild vertebral fractures in older community-dwelling residents. Focusing on the locomotion health of older individuals, the earlier reported Obuse study enrolled 415 randomly sampled Japanese residents aged between 50 and 89 years, 411 of whom underwent X-ray evaluations for pre-existing vertebral fractures. A blinded assessment of vertebral fractures based on Genant's criteria was conducted on the T5-L5 spine for rating on a severity scale. Grade 1 mild fractures were not linked to age in males, but increased with aging in females. Female participants had fewer Grade 1 and 2 fractures (P = 0.003 and 0.035, respectively) but more Grade 3 fractures (P = 0.013) than did males independently of age (Grade 1, 2, and 3: 25%, 16%, and 9% in females and 40%, 22%, and 6% in males, respectively). Weak negative correlations were observed between the number of fractures and bone mineral density in females for all fracture grades (Spearman's rho: 0.23 to 0.36, P < 0.05). Our study showed that Grade 1 mild vertebral fractures in males lacked pathological significance, while in females they potentially indicated fragility fractures and were related to poor lumbopelvic alignment.


Subject(s)
Independent Living , Spinal Fractures , Humans , Male , Female , Middle Aged , Aged , Aged, 80 and over , Risk Factors , Spinal Fractures/diagnostic imaging , Spinal Fractures/epidemiology , Spine , Bone Density
18.
BMC Musculoskelet Disord ; 25(1): 203, 2024 Mar 07.
Article in English | MEDLINE | ID: mdl-38454411

ABSTRACT

BACKGROUND: This study aimed to determine if the hybrid short-segment (HSS) technique is a good alternative to the intermediate-segment (IS) and long-segment (LS) techniques in pedicle screw fixations for acute thoracolumbar burst fractures (TLBFs). METHODS: In this retrospective evaluation, we examined 43 patients who underwent surgical treatments, including one- or two-level suprajacent (U) and infrajacent (L) pedicle screw fixations, for acute single-level TLBFs with neurological deficits between the T11 and L2 levels from July 2013 to December 2019. Among these patients, 15 individuals underwent HSS (U1L1), 12 received IS (U2L1), and 16 underwent LS (U2L2) fixations. Supplemental kyphoplasty of the fractured vertebral bodies was performed exclusively in the HSS group. Our analysis focused on assessing blood loss and surgical duration. Additionally, we compared postoperative thoracolumbar kyphotic degeneration using the data on Cobb angles on lateral radiographic images acquired at three time points (preoperatively, postoperative day 1, and follow-up). The end of follow-up was defined as the most recent postoperative radiographic image or implant complication occurrence. RESULTS: Blood loss and surgical duration were significantly lower in the HSS group than in the IS and LS groups. Additionally, the HSS group exhibited the lowest implant complication rate (2/15, 13.33%), followed by the LS (6/16, 37.5%) and IS (8/12, 66.7%) group. Implant complications occurred at a mean follow-up of 7.5 (range: 6-9), 9 (range: 5-23), and 7 (range: 1-21) months in the HSS, IS, and LS groups. Among these implant complications, revision surgeries were performed in two patients in the HSS group, two in the IS group, and one in the LS group. One patient treated by HSS with balloon kyphoplasty underwent reoperation because of symptomatic cement leakage. CONCLUSIONS: The HSS technique reduced intraoperative blood loss, surgical duration, and postoperative implant complications, indicating it is a good alternative to the IS and LS techniques for treating acute single-level TLBFs. This technique facilitates immediate kyphosis correction and successful maintenance of the corrected alignment within 1 year. Supplemental kyphoplasty with SpineJack® devices and high-viscosity bone cements for anterior reconstruction can potentially decrease the risk of cement leakage and related issues.


Subject(s)
Fractures, Comminuted , Fractures, Compression , Kyphoplasty , Kyphosis , Pedicle Screws , Spinal Fractures , Humans , Pedicle Screws/adverse effects , Kyphoplasty/adverse effects , Spinal Fractures/diagnostic imaging , Spinal Fractures/surgery , Spinal Fractures/complications , Retrospective Studies , Fracture Fixation, Internal/methods , Lumbar Vertebrae/diagnostic imaging , Lumbar Vertebrae/surgery , Lumbar Vertebrae/injuries , Thoracic Vertebrae/diagnostic imaging , Thoracic Vertebrae/surgery , Thoracic Vertebrae/injuries , Fractures, Compression/surgery , Bone Cements/therapeutic use , Kyphosis/diagnostic imaging , Kyphosis/surgery , Kyphosis/complications , Postoperative Complications/etiology , Treatment Outcome
20.
Radiology ; 310(3): e231429, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38530172

ABSTRACT

Background Differentiating between benign and malignant vertebral fractures poses diagnostic challenges. Purpose To investigate the reliability of CT-based deep learning models to differentiate between benign and malignant vertebral fractures. Materials and Methods CT scans acquired in patients with benign or malignant vertebral fractures from June 2005 to December 2022 at two university hospitals were retrospectively identified based on a composite reference standard that included histopathologic and radiologic information. An internal test set was randomly selected, and an external test set was obtained from an additional hospital. Models used a three-dimensional U-Net encoder-classifier architecture and applied data augmentation during training. Performance was evaluated using the area under the receiver operating characteristic curve (AUC) and compared with that of two residents and one fellowship-trained radiologist using the DeLong test. Results The training set included 381 patients (mean age, 69.9 years ± 11.4 [SD]; 193 male) with 1307 vertebrae (378 benign fractures, 447 malignant fractures, 482 malignant lesions). Internal and external test sets included 86 (mean age, 66.9 years ± 12; 45 male) and 65 (mean age, 68.8 years ± 12.5; 39 female) patients, respectively. The better-performing model of two training approaches achieved AUCs of 0.85 (95% CI: 0.77, 0.92) in the internal and 0.75 (95% CI: 0.64, 0.85) in the external test sets. Including an uncertainty category further improved performance to AUCs of 0.91 (95% CI: 0.83, 0.97) in the internal test set and 0.76 (95% CI: 0.64, 0.88) in the external test set. The AUC values of residents were lower than that of the best-performing model in the internal test set (AUC, 0.69 [95% CI: 0.59, 0.78] and 0.71 [95% CI: 0.61, 0.80]) and external test set (AUC, 0.70 [95% CI: 0.58, 0.80] and 0.71 [95% CI: 0.60, 0.82]), with significant differences only for the internal test set (P < .001). The AUCs of the fellowship-trained radiologist were similar to those of the best-performing model (internal test set, 0.86 [95% CI: 0.78, 0.93; P = .39]; external test set, 0.71 [95% CI: 0.60, 0.82; P = .46]). Conclusion Developed models showed a high discriminatory power to differentiate between benign and malignant vertebral fractures, surpassing or matching the performance of radiology residents and matching that of a fellowship-trained radiologist. © RSNA, 2024 See also the editorial by Booz and D'Angelo in this issue.


Subject(s)
Deep Learning , Spinal Fractures , Humans , Female , Male , Aged , Reproducibility of Results , Retrospective Studies , Spinal Fractures/diagnostic imaging , Multidetector Computed Tomography , Hospitals, University
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