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1.
Front Endocrinol (Lausanne) ; 15: 1391970, 2024.
Article in English | MEDLINE | ID: mdl-38962678

ABSTRACT

Objective: To investigate the relationship between degeneration of cervical intervertebral disc and degeneration of paravertebral muscles[multifidus (MF), cervical semispinalis (SCer), semispinalis capitis (SCap) and splenius capitis (SPL)]. Methods: 82 patients with chronic neck pain were randomly selected, including 43 males and 39 females, with 50.73 0.7.51 years old. All patients were scanned by 3.0T MRI Philips Ingenia performed conventional MRI sequence scanning and fat measurement sequence mDIXON-Quant scanning of cervical. Fat infiltration (FI) and cross-sectional area (CSA) of cervical paravertebral muscle (MF, SCer, SCap and SPL) at central level of C5-6 disc were measured by Philips 3.0T MRI image post-processing workstation. According to Pfirrmann grading system, there was no grade I in the included cases. The number of grade IIr IV cases were n=16, 40, 19 and 7 respectively. CSA and FI of cervical paravertebral muscles were compared with t test or one-way ANOVA, Spearman correlation analysis was used to evaluate the correlation between age, disc degeneration, and CSA, FI of cervical paravertebral muscles, and multiple linear regression analysis was used to analyze the independent influencing factors of CSA and FI. Results: CSA of cervical paravertebral muscles in male patients was significantly higher than that in female patients (all P<0.001), but there was no significant difference in FI (all P>0.05). Age was weakly correlated with CSA of MF+SCer, moderately correlated with CSA of SCap and SPL (r=-0.256, -0.355 and -0.361, P<0.05), weakly correlated with FI of SCap and SPL (r= 0.182 and 0.264, P<0.001), moderately correlated with FI of MF+SCer (r=0.408, P<0.001). There were significant differences in FI with disc degeneration (P<0.001, P=0.028 and P=0.005). Further correlation analysis showed that disc degeneration was strongly correlated with FI of MF+SCer (r=0.629, P<0.001), and moderately correlated with FI of SCap and SPL (r=0.363, P=0.001; r=0.345, P=0.002). Multiple linear regression analysis showed that sex and age were the influencing factors of CSA of SCap and SPL, sex was the independent influencing factor of CSA of MF+SCer, and disc degeneration was the independent influencing factor of FI. Conclusions: Age is negatively correlated with CSA and positively correlated with FI. Disc degeneration was correlated with FI of paravertebral muscles, especially with FI of MF and SCer. Sex and age were the influencing factors of CSA, while disc degeneration was the independent influencing factor of FI.


Subject(s)
Cervical Vertebrae , Intervertebral Disc Degeneration , Magnetic Resonance Imaging , Humans , Male , Female , Intervertebral Disc Degeneration/diagnostic imaging , Intervertebral Disc Degeneration/pathology , Middle Aged , Cervical Vertebrae/diagnostic imaging , Cervical Vertebrae/pathology , Magnetic Resonance Imaging/methods , Adult , Paraspinal Muscles/diagnostic imaging , Paraspinal Muscles/pathology , Neck Pain/diagnostic imaging , Neck Pain/pathology , Aged
2.
J Orthop Surg Res ; 19(1): 390, 2024 Jul 04.
Article in English | MEDLINE | ID: mdl-38965626

ABSTRACT

BACKGROUND: Poor neurological recovery in patients after anterior cervical discectomy and fusion has been frequently reported; however, no study has analyzed the preoperative imaging characteristics of patients to investigate the factors affecting surgical prognosis. The purpose of this study was to investigate the factors that affect the preoperative imaging characteristics of patients and their influence on poor neurologic recovery after anterior cervical discectomy and fusion. METHODS: We retrospectively analyzed the clinical data of 89 patients who met the criteria for anterior cervical discectomy and fusion for the treatment of single-level cervical spondylotic myelopathy and evaluated the patients' neurological recovery based on the recovery rate of the Japanese Orthopaedic Association (JOA) scores at the time of the final follow-up visit. Patients were categorized into the "good" and "poor" groups based on the JOA recovery rates of ≥ 50% and < 50%, respectively. Clinical information (age, gender, body mass index, duration of symptoms, preoperative JOA score, and JOA score at the final follow-up) and imaging characteristics (cervical kyphosis, cervical instability, ossification of the posterior longitudinal ligament (OPLL), calcification of herniated intervertebral discs, increased signal intensity (ISI) of the spinal cord on T2-weighted imaging (T2WI), and degree of degeneration of the discs adjacent to the fused levels (cranial and caudal) were collected from the patients. Univariate and binary logistic regression analyses were performed to identify risk factors for poor neurologic recovery. RESULTS: The mean age of the patients was 52.56 ± 11.18 years, and the mean follow-up was 26.89 ± 11.14 months. Twenty patients (22.5%) had poor neurological recovery. Univariate analysis showed that significant predictors of poor neurological recovery were age (p = 0.019), concomitant OPLL (p = 0.019), concomitant calcification of herniated intervertebral discs (p = 0.019), ISI of the spinal cord on T2WI (p <0.05), a high grade of degeneration of the discs of the cranial neighboring levels (p <0.05), and a high grade of discs of the caudal neighboring levels (p <0.05). Binary logistic regression analysis showed that ISI of the spinal cord on T2WI (p = 0.001 OR = 24.947) and high degree of degeneration of adjacent discs on the cranial side (p = 0.040 OR = 6.260) were independent risk factors for poor neurological prognosis. CONCLUSION: ISI of the spinal cord on T2WI and high degree of cranial adjacent disc degeneration are independent risk factors for poor neurological recovery after anterior cervical discectomy and fusion. A comprehensive analysis of the patients' preoperative imaging characteristics can help in the development of surgical protocols and the management of patients' surgical expectations.


Subject(s)
Cervical Vertebrae , Diskectomy , Recovery of Function , Spinal Fusion , Humans , Diskectomy/methods , Diskectomy/adverse effects , Spinal Fusion/methods , Spinal Fusion/adverse effects , Male , Female , Middle Aged , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Retrospective Studies , Risk Factors , Aged , Adult , Spondylosis/surgery , Spondylosis/diagnostic imaging , Magnetic Resonance Imaging , Follow-Up Studies , Treatment Outcome
3.
BMC Musculoskelet Disord ; 25(1): 515, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38961403

ABSTRACT

OBJECTIVE: The purpose of this study is to compare radiological and clinical outcomes between alternate levels (C4 and C6) and all levels mini-plate fixation in C3-6 unilateral open-door laminoplasty. METHODS: Ninety-six patients who underwent C3-6 unilateral open-door laminoplasty with alternate levels mini-plate fixation (54 patients in group A) or all levels mini-plate fixation (42 patients in group B) between September 2014 and September 2019 were reviewed in this study. Radiologic and clinical outcomes were assessed. Clinical results included Visual Analogue Scale (VAS) of axial neck pain and Japanese Orthopedic Association (JOA) score. Radiographic results included cervical range of motion (ROM), cervical curvature index (CCI), and the spinal canal expansive parameters including open angle, anteroposterior diameter (APD), and Pavlov`s ratio. RESULTS: There was no significant difference in VAS, JOA score, ROM, and CCI between two groups. There was no significant difference in canal expansion postoperatively between two groups. However, open angle, APD, and Pavlov`s ratio in group A decreased significantly during the follow-up. In group B, APD, Pavlov`s ratio, and open angle were maintained until the final follow-up. There was no hardware failure or lamina reclosure occurred in both groups during the follow-up. The mean cost of group B was higher than that of group A. CONCLUSIONS: Despite the differences in the maintenance of canal expansion, alternate levels mini-plate fixation can achieve similar clinical outcomes as all levels mini-plate fixation in C3-6 unilateral open-door laminoplasty. As evidenced in this study, we believe C3-6 laminoplasty with alternate levels (C4 and C6) mini-plate fixation is an economical, effective, and safe treatment method.


Subject(s)
Bone Plates , Cervical Vertebrae , Laminoplasty , Humans , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Laminoplasty/methods , Female , Middle Aged , Retrospective Studies , Male , Aged , Treatment Outcome , Range of Motion, Articular , Adult , Neck Pain/etiology , Neck Pain/surgery
4.
J Orthop Surg Res ; 19(1): 363, 2024 Jun 19.
Article in English | MEDLINE | ID: mdl-38898467

ABSTRACT

BACKGROUND: The zero-profile implant system (Zero-P) and conventional plates have been widely used in anterior cervical discectomy and fusion (ACDF) to treat cervical spondylosis. The purpose of this study was to compare the effects of the application of Zero-P and new conventional plates (ZEVO, Skyline) in ACDF on the sagittal imaging parameters of cervical spondylosis patients and to analyze their clinical efficacy. METHODS: We conducted a retrospective study on 119 cervical spondylosis patients from January 2018 to December 2021, comparing outcomes between those receiving the Zero-P device (n = 63) and those receiving a novel conventional plate (n = 56, including 46 ZEVO and 10 Skyline plates) through ACDF. Cervical sagittal alignment was assessed pre- and postoperatively via lateral radiographs. The Japanese Orthopedic Association (JOA), Neck Disability Index (NDI), and visual analog scale (VAS) scores were recorded at baseline, after surgery, and at the 2-year follow-up to evaluate patient recovery and intervention success. RESULTS: There were significant differences in the postoperative C0-C2 Cobb angle and postoperative sagittal segmental angle (SSA) between patients in the novel conventional plate group and those in the Zero-P group (P < 0.05). Postoperatively, there were significant changes in the C2‒C7 Cobb angle, C0‒C2 Cobb angle, SSA, and average surgical disc height (ASDH) compared to the preoperative values in both patient groups (P < 0.05). Dysphagia in the immediate postoperative period was lower in the Zero-P group than in the new conventional plate group (0% in the Zero-P group, 7.14% in the novel conventional plate group, P = 0.046), and the symptoms disappeared within 2 years in both groups. There was no statistically significant difference between the two groups in terms of complications of adjacent spondylolisthesis (ASD) at 2 years postoperatively (3.17% in the Zero-P group, 8.93% in the novel conventional plate group; P = 0.252). According to the subgroup analysis, there were significant differences in the postoperative C2‒C7 Cobb angle, C0‒C2 Cobb angle, T1 slope, and ASDH between the ZEVO group and the Skyline group (P < 0.05). Compared with the preoperative scores, the JOA, NDI, and VAS scores of all groups significantly improved at the 2-year follow-up (P < 0.01). According to the subgroup analysis, the immediate postoperative NDI and VAS scores of the ZEVO group were significantly better than those of the Skyline group (P < 0.05). CONCLUSION: In ACDF, both novel conventional plates and Zero-P can improve sagittal parameters and related scale scores. Compared to the Zero-P plate, the novel conventional plate has a greater advantage in correcting the curvature of the surgical segment, but the Zero-P plate is less likely to produce postoperative dysphagia.


Subject(s)
Bone Plates , Cervical Vertebrae , Diskectomy , Spinal Fusion , Spondylosis , Humans , Female , Retrospective Studies , Male , Spinal Fusion/methods , Spinal Fusion/instrumentation , Middle Aged , Diskectomy/methods , Diskectomy/instrumentation , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Treatment Outcome , Spondylosis/surgery , Spondylosis/diagnostic imaging , Aged , Adult , Postural Balance/physiology , Follow-Up Studies
5.
Sensors (Basel) ; 24(11)2024 May 26.
Article in English | MEDLINE | ID: mdl-38894217

ABSTRACT

The increase in Cervical Spondylosis cases and the expansion of the affected demographic to younger patients have escalated the demand for X-ray screening. Challenges include variability in imaging technology, differences in equipment specifications, and the diverse experience levels of clinicians, which collectively hinder diagnostic accuracy. In response, a deep learning approach utilizing a ResNet-34 convolutional neural network has been developed. This model, trained on a comprehensive dataset of 1235 cervical spine X-ray images representing a wide range of projection angles, aims to mitigate these issues by providing a robust tool for diagnosis. Validation of the model was performed on an independent set of 136 X-ray images, also varied in projection angles, to ensure its efficacy across diverse clinical scenarios. The model achieved a classification accuracy of 89.7%, significantly outperforming the traditional manual diagnostic approach, which has an accuracy of 68.3%. This advancement demonstrates the viability of deep learning models to not only complement but enhance the diagnostic capabilities of clinicians in identifying Cervical Spondylosis, offering a promising avenue for improving diagnostic accuracy and efficiency in clinical settings.


Subject(s)
Deep Learning , Neural Networks, Computer , Spondylosis , Spondylosis/diagnostic imaging , Humans , Cervical Vertebrae/diagnostic imaging , X-Rays , Image Processing, Computer-Assisted/methods
6.
Zhen Ci Yan Jiu ; 49(6): 604-610, 2024 Jun 25.
Article in English, Chinese | MEDLINE | ID: mdl-38897804

ABSTRACT

OBJECTIVES: To observe the clinical efficacy and safety of ultrasound-guided acupotomy in adjuvant treatment of residual symptoms after percutaneous cervical disc nucleoplasty (PCDN) for cervical spondylotic radiculopathy (CSR). METHODS: A total of 70 CSR patients were divided into treatment group and control group according to random number table, with 35 cases in each group. Patients in the control group received PCDN, while patients in the treatment group further received ultrasound-guided acupotomy, which was performed once every 5 to 7 days for a total of 4 to 6 times (adjusted according to the condition of patients). The visual analog score (VAS), neck dysfunction index (NDI), Japanese Orthopaedic Association cervical spondylosis scale (JOA score), and Tanaka Yasuhisa 20-point scale were adopted in the assessment before PCDN and 1 day, 1 month, 3 months, 6 months after PCDN. The clinical efficacy, postoperative adverse reactions and complications of the 2 groups were evaluated. RESULTS: Compared with those before PCDN, the VAS score and NDI score of the 2 groups were decreased (P<0.05), JOA score and Tanaka Yasuhisa 20-point score were increased (P<0.05) at 1 day and 1, 3 and 6 months after surgery. Compared with same group 1 day after surgery, the VAS score and NDI score of the treatment group were decreased (P<0.05), while JOA score and Tanaka Yasuhisa 20-point score were increased (P<0.05) at 1, 3 and 6 months after surgery. Compared with the control group at the same time points, the VAS score and NDI score of the treatment group were decreased (P<0.05), while JOA score and Tanaka Yasuhisa 20-point score were increased (P<0.05) at 1, 3 and 6 months after operation. The effective rate and excellent rate of the treatment group 1, 3 and 6 months after PCDN were higher than those of the control group (P<0.05). Follow-up to 1 year after surgery, no significant postoperative adverse reactions and complications were found in both groups. CONCLUSIONS: Ultrasound-guided acupotomy can significantly improve the residual symptoms after PCDN for CSR patients, and the clinical efficacy is significantly better than that of PCDN alone, and this therapy is safe and reliable.


Subject(s)
Acupuncture Therapy , Cervical Vertebrae , Radiculopathy , Spondylosis , Humans , Male , Middle Aged , Female , Spondylosis/surgery , Spondylosis/diagnostic imaging , Spondylosis/therapy , Adult , Radiculopathy/surgery , Radiculopathy/therapy , Radiculopathy/diagnostic imaging , Acupuncture Therapy/methods , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Treatment Outcome , Aged , Diskectomy, Percutaneous/methods , Ultrasonography, Interventional
7.
Iowa Orthop J ; 44(1): 23-29, 2024.
Article in English | MEDLINE | ID: mdl-38919347

ABSTRACT

Background: The aim of this case report is to present a case of chronic cervical ligament tear and instability, which occurred by an unusual work injury with an eversion/hyper-pronation mechanism in contrast to the usual mechanism of inversion. The ligament was reconstructed using an allograft with satisfactory results up to 30 months after surgery. A new magnetic resonance imaging protocol (MRI) was developed to better evaluate the cervical ligament/graft. Conclusion: In diagnosis of foot sprains, a specific ligament injury should always be sought. In this case, physical examination producing tenderness at the location of the cervical ligament and correlating this with an oblique intercolumn stress test that reproduced pain with apprehension and gross instability supported the diagnosis. Retrospectively applying anatomic knowledge to the earlier MRI findings of bone marrow edema at the insertion points of the cervical ligament on the talus and calcaneus was important in confirming the diagnosis. To better evaluate the cervical ligament allograft tendon reconstruction, a novel volumetric MRI sequence was developed which may prove helpful to also diagnose cervical ligament injuries in future cases. Anatomic reconstruction of the cervical ligament provided satisfactory clinical and radiographic results at 30-month follow-up.Level of Evidence: V.


Subject(s)
Ligaments, Articular , Magnetic Resonance Imaging , Humans , Magnetic Resonance Imaging/methods , Ligaments, Articular/injuries , Ligaments, Articular/surgery , Ligaments, Articular/diagnostic imaging , Rupture/surgery , Rupture/diagnostic imaging , Plastic Surgery Procedures/methods , Male , Adult , Female , Treatment Outcome , Joint Instability/surgery , Joint Instability/diagnostic imaging , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Cervical Vertebrae/injuries
9.
Yonsei Med J ; 65(7): 389-396, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38910301

ABSTRACT

PURPOSE: This study was conducted to develop a convolutional neural network (CNN) algorithm that can diagnose cervical foraminal stenosis using oblique radiographs and evaluate its accuracy. MATERIALS AND METHODS: A total of 997 patients who underwent cervical MRI and cervical oblique radiographs within a 3-month interval were included. Oblique radiographs were labeled as "foraminal stenosis" or "no foraminal stenosis" according to whether foraminal stenosis was present in the C2-T1 levels based on MRI evaluation as ground truth. The CNN model involved data augmentation, image preprocessing, and transfer learning using DenseNet161. Visualization of the location of the CNN model was performed using gradient-weight class activation mapping (Grad-CAM). RESULTS: The area under the curve (AUC) of the receiver operating characteristic curve based on DenseNet161 was 0.889 (95% confidence interval, 0.851-0.927). The F1 score, accuracy, precision, and recall were 88.5%, 84.6%, 88.1%, and 88.5%, respectively. The accuracy of the proposed CNN model was significantly higher than that of two orthopedic surgeons (64.0%, p<0.001; 58.0%, p<0.001). Grad-CAM analysis demonstrated that the CNN model most frequently focused on the foramen location for the determination of foraminal stenosis, although disc space was also frequently taken into consideration. CONCLUSION: A CNN algorithm that can detect neural foraminal stenosis in cervical oblique radiographs was developed. The AUC, F1 score, and accuracy were 0.889, 88.5%, and 84.6%, respectively. With the current CNN model, cervical oblique radiography could be a more effective screening tool for neural foraminal stenosis.


Subject(s)
Algorithms , Cervical Vertebrae , Magnetic Resonance Imaging , Neural Networks, Computer , Spinal Stenosis , Humans , Female , Male , Middle Aged , Spinal Stenosis/diagnostic imaging , Magnetic Resonance Imaging/methods , Cervical Vertebrae/diagnostic imaging , Cervical Vertebrae/pathology , Adult , Aged , ROC Curve , Radiography/methods
10.
Medicina (Kaunas) ; 60(6)2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38929628

ABSTRACT

Arteriovenous malformation (AVM) is an abnormal connection of vasculature resulting in capillary bed bypassing and leading to neurological deterioration and high risk of bleeding. Intramedullary AVMs in the cervical spinal cord are rare and require precise diagnostics and treatment. We present a clinical case of recurrent AVMs in a 28-year-old Caucasian female with sudden and severe neck pain and variable neurological symptoms along with current diagnostic and treatment modalities. Conservative treatment was partially effective. MRI and DSA confirmed AVMs at C4 level with subsequent several endovascular treatment sessions at the age of 15 and 24 with mild neurological improvement. Afterwards the patient underwent rehabilitation with minor neurological improvement. This case highlights the clinical progression and treatment of AVMs along with showcasing current pathophysiology, classification, and imaging.


Subject(s)
Arteriovenous Malformations , Humans , Female , Adult , Arteriovenous Malformations/complications , Arteriovenous Malformations/diagnostic imaging , Magnetic Resonance Imaging , Cervical Vertebrae/diagnostic imaging , Cervical Vertebrae/blood supply , Cervical Cord/diagnostic imaging , Spinal Cord/blood supply , Spinal Cord/diagnostic imaging
11.
J Orthop Surg Res ; 19(1): 378, 2024 Jun 27.
Article in English | MEDLINE | ID: mdl-38937747

ABSTRACT

BACKGROUND: The incidence of cervical spinal brucellosis is low, only a few case reports have been published, and case series are not widely reported in the medical literature. Therefore, clinical features, management, and outcomes of cervical spinal brucellosis are relatively unknown. In this series, the authors report 15 cases of patients with cervical spinal brucellosis, including clinical characteristic, imaging findings, management plans, the institution's experience, and outcomes at 1 year postoperatively. METHODS: The study reviewed the clinical and radiographic records of 15 patients who received antimicrobial pharmacotherapy, and anterior cervical debridement and fusion for cervical spinal brucellosis. The data collected included patient demographic characteristics, spinal level affected, abscess, neurology, pathological reports, duration and type of antimicrobial regimens, details of orthopedic management, and complications incurred during the procedure. RESULTS: Neck pain (100%) and limb paralysis (86.7%) were the most common clinical presentations, and the disease had a rapid progression. The C6-7 segment was the most commonly affected segment, followed by C4-5 and C5-6. Imaging commonly revealed epidural or paravertebral abscesses (80%). There was a significant improvement in the VAS, JOA, and NDI scores three months after surgery, and the scores continued to improve until the final follow-up. There was a statistically significant difference between the pre- and postoperative scores (P < 0.05). The ESR and CRP levels returned to normal within three months postoperatively, being 7.7 ± 4.5 mm/h and 7.55 ± 3.48 mg/L, respectively. There were statistically significant differences between the pre- and postoperative levels (P < 0.05). The positive rate of bacterial culture testing of pus or lesion tissues was only 40%, but blood cultures revealed an even lower positivity rate (33.3%). The average antimicrobial pharmacotherapy regimen duration was 6.1 ± 1.9 months. All patients achieved intervertebral bone fusion within 8 months (4.8 ± 1.4 months) after surgery and were cured with non-recurrence. CONCLUSIONS: Spinal brucellosis rarely affects the cervical region, but its impact is more dangerous due to potential complications such as paraplegia or tetraplegia arising from epidural abscesses that compress the spinal cord. Surgical debridement, along with essential antimicrobial therapy, is an effective strategy and can lead to satisfactory prognosis in managing cervical spinal brucellosis.


Subject(s)
Brucellosis , Cervical Vertebrae , Humans , Male , Brucellosis/surgery , Brucellosis/complications , Brucellosis/drug therapy , Retrospective Studies , Female , Middle Aged , Adult , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Follow-Up Studies , Treatment Outcome , Aged , Spinal Fusion/methods , Spinal Fusion/adverse effects , Debridement/methods , Cohort Studies , Anti-Bacterial Agents/therapeutic use , Anti-Bacterial Agents/administration & dosage , Time Factors
12.
Lancet Child Adolesc Health ; 8(7): 482-490, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38843852

ABSTRACT

BACKGROUND: Cervical spine injuries in children are uncommon but potentially devastating; however, indiscriminate neck imaging after trauma unnecessarily exposes children to ionising radiation. The aim of this study was to derive and validate a paediatric clinical prediction rule that can be incorporated into an algorithm to guide radiographic screening for cervical spine injury among children in the emergency department. METHODS: In this prospective observational cohort study, we screened children aged 0-17 years presenting with known or suspected blunt trauma at 18 specialised children's emergency departments in hospitals in the USA affiliated with the Pediatric Emergency Care Applied Research Network (PECARN). Injured children were eligible for enrolment into derivation or validation cohorts by fulfilling one of the following criteria: transported from the scene of injury to the emergency department by emergency medical services; evaluated by a trauma team; and undergone neck imaging for concern for cervical spine injury either at or before arriving at the PECARN-affiliated emergency department. Children presenting with solely penetrating trauma were excluded. Before viewing an enrolled child's neck imaging results, the attending emergency department clinician completed a clinical examination and prospectively documented cervical spine injury risk factors in an electronic questionnaire. Cervical spine injuries were determined by imaging reports and telephone follow-up with guardians within 21-28 days of the emergency room encounter, and cervical spine injury was confirmed by a paediatric neurosurgeon. Factors associated with a high risk of cervical spine injury (>10%) were identified by bivariable Poisson regression with robust error estimates, and factors associated with non-negligible risk were identified by classification and regression tree (CART) analysis. Variables were combined in the cervical spine injury prediction rule. The primary outcome of interest was cervical spine injury within 28 days of initial trauma warranting inpatient observation or surgical intervention. Rule performance measures were calculated for both derivation and validation cohorts. A clinical care algorithm for determining which risk factors warrant radiographic screening for cervical spine injury after blunt trauma was applied to the study population to estimate the potential effect on reducing CT and x-ray use in the paediatric emergency department. This study is registered with ClinicalTrials.gov, NCT05049330. FINDINGS: Nine emergency departments participated in the derivation cohort, and nine participated in the validation cohort. In total, 22 430 children presenting with known or suspected blunt trauma were enrolled (11 857 children in the derivation cohort; 10 573 in the validation cohort). 433 (1·9%) of the total population had confirmed cervical spine injuries. The following factors were associated with a high risk of cervical spine injury: altered mental status (Glasgow Coma Scale [GCS] score of 3-8 or unresponsive on the Alert, Verbal, Pain, Unresponsive scale [AVPU] of consciousness); abnormal airway, breathing, or circulation findings; and focal neurological deficits including paresthesia, numbness, or weakness. Of 928 in the derivation cohort presenting with at least one of these risk factors, 118 (12·7%) had cervical spine injury (risk ratio 8·9 [95% CI 7·1-11·2]). The following factors were associated with non-negligible risk of cervical spine injury by CART analysis: neck pain; altered mental status (GCS score of 9-14; verbal or pain on the AVPU; or other signs of altered mental status); substantial head injury; substantial torso injury; and midline neck tenderness. The high-risk and CART-derived factors combined and applied to the validation cohort performed with 94·3% (95% CI 90·7-97·9) sensitivity, 60·4% (59·4-61·3) specificity, and 99·9% (99·8-100·0) negative predictive value. Had the algorithm been applied to all participants to guide the use of imaging, we estimated the number of children having CT might have decreased from 3856 (17·2%) to 1549 (6·9%) of 22 430 children without increasing the number of children getting plain x-rays. INTERPRETATION: Incorporated into a clinical algorithm, the cervical spine injury prediction rule showed strong potential for aiding clinicians in determining which children arriving in the emergency department after blunt trauma should undergo radiographic neck imaging for potential cervical spine injury. Implementation of the clinical algorithm could decrease use of unnecessary radiographic testing in the emergency department and eliminate high-risk radiation exposure. Future work should validate the prediction rule and care algorithm in more general settings such as community emergency departments. FUNDING: The Eunice Kennedy Shriver National Institute of Child Health and Human Development and the Health Resources and Services Administration of the US Department of Health and Human Services in the Maternal and Child Health Bureau under the Emergency Medical Services for Children programme.


Subject(s)
Cervical Vertebrae , Clinical Decision Rules , Emergency Service, Hospital , Spinal Injuries , Wounds, Nonpenetrating , Humans , Prospective Studies , Child , Wounds, Nonpenetrating/diagnostic imaging , Child, Preschool , Female , Cervical Vertebrae/injuries , Cervical Vertebrae/diagnostic imaging , Male , Infant , Adolescent , Spinal Injuries/diagnostic imaging , Spinal Injuries/diagnosis , Infant, Newborn , Algorithms , Tomography, X-Ray Computed
13.
BMC Musculoskelet Disord ; 25(1): 465, 2024 Jun 14.
Article in English | MEDLINE | ID: mdl-38877489

ABSTRACT

BACKGROUND: Complete fractures and dislocations of the lower cervical spine are usually associated with severe spinal cord injury. However, a very small number of patients do not have severe spinal cord injury symptoms, patients with normal muscle strength or only partial nerve root symptoms, known as "lucky fracture dislocation". The diagnosis and treatment of such patients is very difficult. Recently, we successfully treated one such patient. CASE PRESENTATION: A 73-year-old male patient had multiple neck and body aches after trauma, but there was sensory movement in his limbs. However, preoperative cervical radiographs showed no significant abnormalities, and computed tomography (CT) and magnetic resonance imaging (MRI) confirmed complete fracture and dislocation of C7. Before operation, the halo frame was fixed traction, but the reduction was not successful. Finally, the fracture reduction and internal fixation were successfully performed by surgery. The postoperative pain of the patient was significantly relieved, and the sensory movement of the limbs was the same as before. Two years after surgery, the patient's left little finger and ulnar forearm shallow sensation recovered, and the right flexion muscle strength basically returned to normal. CONCLUSION: This case suggests that when patients with trauma are encountered in the clinic, they should be carefully examined, and the presence of cervical fracture and dislocation should not be ignored because of the absence of neurological symptoms or mild symptoms. In addition, positioning during handling and surgery should be particularly avoided to increase the risk of paralysis.


Subject(s)
Cervical Vertebrae , Spinal Fractures , Humans , Male , Aged , Cervical Vertebrae/injuries , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Spinal Fractures/surgery , Spinal Fractures/diagnostic imaging , Spinal Fractures/complications , Fracture Fixation, Internal/methods , Tomography, X-Ray Computed , Fracture Dislocation/surgery , Fracture Dislocation/diagnostic imaging , Fracture Dislocation/complications , Treatment Outcome , Joint Dislocations/surgery , Joint Dislocations/diagnostic imaging , Magnetic Resonance Imaging
14.
BMC Musculoskelet Disord ; 25(1): 494, 2024 Jun 26.
Article in English | MEDLINE | ID: mdl-38926741

ABSTRACT

OBJECTIVE: Autologous iliac bone is commonly used as a bone graft material to achieve solid fusion in craniocervical junction (CVJ) surgery. However, the developing iliac bone of children is less than ideal as a bone graft material. The matured rib bone of children presents a potential substitute material for iliac bone. The aim of this study was to evaluate the efficacy of autologous rib grafts for craniocervical junction surgery in children. METHODS: The outcomes of 10 children with abnormalities of the craniocervical junction who underwent craniocervical junction surgery between January 2020 and December 2022 were retrospectively reviewed. All patients underwent posterior fusion and internal fixation surgery with autologous rib grafts. Pre- and post-operative images were obtained and clinical follow-ups were conducted to evaluate neurological function, pain level, donor site complications, and bone fusion rates. RESULTS: All surgeries were successful. During the 8- to 24-month follow-up period, all patients achieved satisfactory clinical results. Computed tomography at 3-6 months confirmed successful bone fusion and regeneration of the rib defect in all patients with no neurological or donor site complications. CONCLUSION: Autologous rib bone is a safe and effective material for bone grafting in craniocervical junction fusion surgery for children that can reduce the risks of donor site complications and increase the amount of bone graft, thereby achieving a higher bone fusion rate.


Subject(s)
Bone Transplantation , Ribs , Spinal Fusion , Transplantation, Autologous , Humans , Child , Male , Female , Retrospective Studies , Spinal Fusion/methods , Bone Transplantation/methods , Ribs/transplantation , Ribs/surgery , Transplantation, Autologous/methods , Treatment Outcome , Child, Preschool , Adolescent , Atlanto-Axial Joint/surgery , Atlanto-Axial Joint/diagnostic imaging , Follow-Up Studies , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Atlanto-Occipital Joint/surgery , Atlanto-Occipital Joint/diagnostic imaging , Tomography, X-Ray Computed
15.
Prog Orthod ; 25(1): 28, 2024 Jun 24.
Article in English | MEDLINE | ID: mdl-38910180

ABSTRACT

INTRODUCTION: Determining the right time for orthodontic treatment is one of the most important factors affecting the treatment plan and its outcome. The aim of this study is to estimate the mandibular growth stage based on cervical vertebral maturation (CVM) in lateral cephalometric radiographs using artificial intelligence. Unlike previous studies, which use conventional CVM stage naming, our proposed method directly correlates cervical vertebrae with mandibular growth slope. METHODS AND MATERIALS: To conduct this study, first, information of people achieved in American Association of Orthodontics Foundation (AAOF) growth centers was assessed and after considering the entry and exit criteria, a total of 200 people, 108 women and 92 men, were included in the study. Then, the length of the mandible in the lateral cephalometric radiographs that were taken serially from the patients was calculated. The corresponding graphs were labeled based on the growth rate of the mandible in 3 stages; before the growth peak of puberty (pre-pubertal), during the growth peak of puberty (pubertal) and after the growth peak of puberty (post-pubertal). A total of 663 images were selected for evaluation using artificial intelligence. These images were evaluated with different deep learning-based artificial intelligence models considering the diagnostic measures of sensitivity, specificity, accuracy, positive predictive value (PPV), and negative predictive value (NPV). We also employed weighted kappa statistics. RESULTS: In the diagnosis of pre-pubertal stage, the convolutional neural network (CNN) designed for this study has the higher sensitivity and NPV (0.84, 0.91 respectively) compared to ResNet-18 model. The ResNet-18 model had better performance in other diagnostic measures of the pre-pubertal stage and all measures in the pubertal and post-pubertal stages. The highest overall diagnostic accuracy was also obtained using ResNet-18 model with the amount of 87.5% compared to 81% in designed CNN. CONCLUSION: The artificial intelligence model trained in this study can receive images of cervical vertebrae and predict mandibular growth status by classifying it into one of three groups; before the growth spurt (pre-pubertal), during the growth spurt (pubertal), and after the growth spurt (post-pubertal). The highest accuracy is in post-pubertal stage with the designed networks.


Subject(s)
Artificial Intelligence , Cephalometry , Cervical Vertebrae , Mandible , Humans , Cephalometry/methods , Mandible/growth & development , Mandible/diagnostic imaging , Male , Female , Cervical Vertebrae/growth & development , Cervical Vertebrae/diagnostic imaging , Child , Adolescent , Puberty/physiology , Deep Learning
16.
Neurosurg Focus ; 56(6): E10, 2024 06.
Article in English | MEDLINE | ID: mdl-38823056

ABSTRACT

OBJECTIVE: Hoffmann's sign testing is a commonly used physical examination in clinical practice for patients with cervical spondylotic myelopathy (CSM). However, the pathophysiological mechanisms underlying its occurrence and development have not been thoroughly investigated. Therefore, the present study aimed to explore whether a positive Hoffmann's sign (PHS) in CSM patients is associated with spinal cord and brain remodeling and to identify potential neuroimaging biomarkers with diagnostic value. METHODS: Seventy-six patients with CSM and 40 sex- and age-matched healthy controls (HCs) underwent multimodal MRI. Based on the results of the Hoffmann's sign examination, patients were divided into two groups: those with a PHS (n = 38) and those with a negative Hoffmann's sign (NHS; n = 38). Quantification of spinal cord and brain structural and functional parameters of the participants was performed using various methods, including functional connectivity analysis, voxel-based morphometry, and atlas-based analysis based on functional MRI and structural MRI data. Furthermore, this study conducted a correlation analysis between neuroimaging metrics and neurological function and utilized a support vector machine (SVM) algorithm for the classification of PHS and NHS. RESULTS: In comparison with the NHS and HC groups, PHS patients exhibited significant reductions in the cross-sectional area and fractional anisotropy (FA) of the lateral corticospinal tract (CST), reticulospinal tract (RST), and fasciculus cuneatus, concomitant with bilateral reductions in the volume of the lateral pallidum. The functional connectivity analysis indicated a reduction in functional connectivity between the left lateral pallidum and the right angular gyrus in the PHS group. The correlation analysis indicated a significant positive association between the CST and RST FA and the volume of the left lateral pallidum in PHS patients. Furthermore, all three variables exhibited a positive correlation with the patients' motor function. Finally, using multimodal neuroimaging metrics in conjunction with the SVM algorithm, PHS and NHS were classified with an accuracy rate of 85.53%. CONCLUSIONS: This research revealed a correlation between structural damage to the pallidum and RST and the presence of Hoffmann's sign as well as the motor function in patients with CSM. Features based on neuroimaging indicators have the potential to serve as biomarkers for assessing the extent of neuronal damage in CSM patients.


Subject(s)
Magnetic Resonance Imaging , Neuroimaging , Spinal Cord Diseases , Spondylosis , Humans , Male , Female , Middle Aged , Spondylosis/diagnostic imaging , Neuroimaging/methods , Spinal Cord Diseases/diagnostic imaging , Magnetic Resonance Imaging/methods , Aged , Adult , Cervical Vertebrae/diagnostic imaging
17.
Am J Case Rep ; 25: e943823, 2024 Jun 09.
Article in English | MEDLINE | ID: mdl-38851881

ABSTRACT

BACKGROUND Cervical spondylolysis with spondylolisthesis is a rare disorder. According to previous reports, the spondylolisthesis is usually Meyerding Grade I, with only a limited number of cases receiving surgical treatment. We hereby report a special case of cervical spondylolysis with Grade-II spondylolisthesis, treated with single-level anterior cervical discectomy and fusion (ACDF), and present a literature review related to this problem. CASE REPORT Here, we report the case of a 52-year-old man who complained of posterior neck pain and numbness of the bilateral upper limbs. Radiological examination showed bilateral spondylolysis of the C6 and Meyerding Grade-II spondylolisthesis of C6 on C7 with instability. The patient underwent a single-level C6/C7 ACDF surgery. The symptoms of neck pain and bilateral upper-limb numbness were relieved immediately after surgery. The immediate postoperative radiological examination showed successful restoration of sagittal alignment. At 3-month follow-up, the patient had returned to normal life without any symptoms. At 2-year follow-up, computed tomography showed that C6-C7 fusion had been achieved and alignment was maintained. CONCLUSIONS Cervical spondylolysis, as an uncommon spinal disorder, has been regarded as a congenital abnormity, and has unique radiological characteristics. For most of the cases with cervical spondylolysis, even with Grade-II spondylolisthesis, single-level ACDF can achieve good clinical and radiological outcomes.


Subject(s)
Cervical Vertebrae , Diskectomy , Spinal Fusion , Spondylolisthesis , Spondylolysis , Humans , Male , Spondylolisthesis/surgery , Spinal Fusion/methods , Middle Aged , Diskectomy/methods , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Spondylolysis/surgery
18.
Sci Data ; 11(1): 625, 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-38871800

ABSTRACT

Recent research in computational imaging largely focuses on developing machine learning (ML) techniques for image recognition in the medical field, which requires large-scale and high-quality training datasets consisting of raw images and annotated images. However, suitable experimental datasets for cervical spine X-ray are scarce. We fill the gap by providing an open-access Cervical Spine X-ray Atlas (CSXA), which includes 4963 raw PNG images and 4963 annotated images with JSON format (JavaScript Object Notation). Every image in the CSXA is enriched with gender, age, pixel equivalent, asymptomatic and symptomatic classifications, cervical curvature categorization and 118 quantitative parameters. Subsequently, an efficient algorithm has developed to transform 23 keypoints in images into 77 quantitative parameters for cervical spine disease diagnosis and treatment. The algorithm's development is intended to assist future researchers in repurposing annotated images for the advancement of machine learning techniques across various image recognition tasks. The CSXA and algorithm are open-access with the intention of aiding the research communities in experiment replication and advancing the field of medical imaging in cervical spine.


Subject(s)
Algorithms , Cervical Vertebrae , Machine Learning , Humans , Cervical Vertebrae/diagnostic imaging , Radiography , Male , Female
19.
BMC Musculoskelet Disord ; 25(1): 450, 2024 Jun 06.
Article in English | MEDLINE | ID: mdl-38844898

ABSTRACT

OBJECTIVE: To investigate the brain mechanism of non-correspondence between imaging presentations and clinical symptoms in cervical spondylotic myelopathy (CSM) patients and to test the utility of brain imaging biomarkers for predicting prognosis of CSM. METHODS: Forty patients with CSM (22 mild-moderate CSM, 18 severe CSM) and 25 healthy controls (HCs) were recruited for rs-fMRI and cervical spinal cord diffusion tensor imaging (DTI) scans. DTI at the spinal cord (level C2/3) with fractional anisotropy (FA) and degree centrality (DC) were recorded. Then one-way analysis of covariance (ANCOVA) was conducted to detect the group differences in the DC and FA values across the three groups. Pearson correlation analysis was then separately performed between JOA with FA and DC. RESULTS: Among them, degree centrality value of left middle temporal gyrus exhibited a progressive increase in CSM groups compared with HCs, the DC value in severe CSM group was higher compared with mild-moderate CSM group. (P < 0.05), and the DC values of the right superior temporal gyrus and precuneus showed a decrease after increase. Among them, DC values in the area of precuneus in severe CSM group were significantly lower than those in mild-moderate CSM and HCs. (P < 0.05). The fractional anisotropy (FA) values of the level C2/3 showed a progressive decrease in different clinical stages, that severe CSM group was the lowest, significantly lower than those in mild-moderate CSM and HCs (P < 0.05). There was negative correlation between DC value of left middle temporal gyrus and JOA scores (P < 0.001), and the FA values of dorsal column in the level C2/3 positively correlated with the JOA scores (P < 0.001). CONCLUSION: Structural and functional changes have taken place in the cervical spinal cord and brain of CSM patients. The Brain reorganization plays an important role in maintaining the symptoms and signs of CSM, aberrant DC values in the left middle temporal gyrus may be the possible mechanism of inconsistency between imaging findings and clinical symptoms. Degree centrality is a potentially useful prognostic functional biomarker in cervical spondylotic myelopathy.


Subject(s)
Cervical Vertebrae , Diffusion Tensor Imaging , Neuronal Plasticity , Severity of Illness Index , Spondylosis , Humans , Male , Female , Middle Aged , Spondylosis/diagnostic imaging , Spondylosis/physiopathology , Cervical Vertebrae/diagnostic imaging , Cervical Vertebrae/physiopathology , Neuronal Plasticity/physiology , Adult , Magnetic Resonance Imaging , Aged , Spinal Cord Diseases/diagnostic imaging , Spinal Cord Diseases/physiopathology , Brain/diagnostic imaging , Brain/physiopathology , Brain/pathology , Case-Control Studies , Anisotropy
20.
BMC Musculoskelet Disord ; 25(1): 445, 2024 Jun 06.
Article in English | MEDLINE | ID: mdl-38844933

ABSTRACT

BACKGROUND: T2-weighted increased signal intensity (ISI) is commonly recognized as a sign of more severe spinal cord lesions, usually accompanied by worse neurological deficits and possibly worse postoperative neurological recovery. The combined approach could achieve better decompression and better neurological recovery for multilevel degenerative cervical myelopathy (MDCM). The choice of surgical approach for MDCM with intramedullary T2-weighted ISI remains disputed. This study aimed to compare the neurological outcomes of posterior and one-stage combined posteroanterior approaches for MDCM with T2-weighted ISI. METHODS: A total of 83 consecutive MDCM patients with confirmed ISI with at least three intervertebral segments operated between 2012 and 2014 were retrospectively enrolled. Preoperative demographic, radiological and clinical condition variables were collected, and neurological conditions were evaluated by the Japanese Orthopedic Assessment score (JOA) and Neck Disability Index (NDI). Propensity score matching analysis was conducted to produce pairs of patients with comparable preoperative conditions from the posterior-alone and combined groups. Both short-term and mid-term surgical outcomes were evaluated, including the JOA recovery rate (JOARR), NDI improvements, complications, and reoperations. RESULTS: A total of 83 patients were enrolled, of which 38 and 45 patients underwent posterior surgery alone and one-stage posteroanterior surgery, respectively. After propensity score matching, 38 pairs of comparable patients from the posterior and combined groups were matched. The matched groups presented similar preoperative clinical and radiological features and the mean follow-up duration were 111.6 ± 8.9 months. The preoperative JOA scores of the posterior and combined groups were 11.5 ± 2.2 and 11.1 ± 2.3, respectively (p = 0.613). The combined group presented with prolonged surgery duration(108.8 ± 28.0 and 186.1 ± 47.3 min, p = 0.028) and greater blood loss(276.3 ± 139.1 and 382.1 ± 283.1 ml, p<0.001). At short-term follow-up, the combined group presented a higher JOARR than the posterior group (posterior group: 50.7%±46.6%, combined group: 70.4%±20.3%, p = 0.024), while no significant difference in JOARR was observed between the groups at long-term follow-up (posterior group: 49.2%±48.5%, combined group: 59.6%±47.6%, p = 0.136). No significant difference was found in the overall complication and reoperation rates. CONCLUSIONS: For MDCM patients with ISI, both posterior and one-stage posteroanterior approaches could achieve considerable neurological alleviations in short-term and long-term follow-up. With greater surgical trauma, the combined group presented better short-term JOARR but did not show higher efficacy in long-term neurological function preservation in patients with comparable preoperative conditions.


Subject(s)
Cervical Vertebrae , Decompression, Surgical , Propensity Score , Humans , Male , Female , Middle Aged , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Retrospective Studies , Aged , Follow-Up Studies , Treatment Outcome , Decompression, Surgical/methods , Magnetic Resonance Imaging , Spinal Cord Diseases/surgery , Spinal Cord Diseases/diagnostic imaging , Recovery of Function , Disability Evaluation
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