Spondylosis Research Articles

Exploring the Relationship Between Subcutaneous Fat Index and Neck Pain in Patients with Spinal Cervical Spondylosis: A Retrospective Cohort Study

Retrospective Cohort Study. This study measures the subcutaneous fat index (SFI) of the cervical spine in patients with spinal cervical spondylosis using cervical magnetic resonance imaging and explores its relationship with neck pain in patients with spinal cervical spondylosis. In this single-center retrospective study, 298 patients hospitalized for spinal cervical spondylosis between January and June 2021 were initially considered. After applying inclusion and exclusion criteria, 93 patients were enrolled. The cervical magnetic resonance imaging data for these patients were analyzed using A-Site software. The SFI was measured at the median sagittal plane on T2-weighted images. Patients were categorized into 2 groups based on their admission complaints: those with cervical pain and those without it. Differences between these groups were then statistically analyzed. The mean SFIs with standard deviations for the neck and non-neck pain groups were 36.4%±7.7% and 27.0%±7.9%, respectively, with a significant difference (P < 0.0001). The SFI was consistently higher across all neck segments in the neck pain group compared to the nonneck pain group (P < 0.05). The 2 groups had no statistically significant difference in the body mass index. The SFI provides a more precise assessment of muscle and fat distribution in the posterior cervical region than body mass index and is generally higher in patients with spinal cervical spondylosis who experience neck pain. These findings suggest the importance of early functional exercises postsurgery for potentially improving surgical outcomes in this patient population.

Risk factors and predictive models for frozen shoulder

This study aims to explore the risk factors associated with frozen shoulder (FS) and develop a predictive model for diagnosing FS, in order to facilitate early detection of the condition. A total of 103 patients diagnosed with FS and admitted to the Department of Joint Surgery at Suining Central Hospital between October 2021 and October 2023 were consecutively included in the study. Additionally, 309 individuals without shoulder joint diseases, matched for age and gender, who visited the department during the same time, were included as the control group.The complete recording of clinical data for all patients was followed by the utilization of statistical tests such as the Mann–Whitney U test, sample t test, and chi-square test to compare different groups. Additionally, multivariate binary logistic regression analysis was employed to identify risk factors associated with the occurrence of FS in patients, leading to the establishment of a prediction model and derivation of a simplified equation. The diagnostic effectiveness of individual indicators and prediction models was assessed through the use of receiver operating characteristic (ROC) curve analysis. In the sample of 103 individuals, 35 were identified as male and 68 as female, with an average age range of 40–70 years (mean age: 54.20 ± 6.82 years). The analysis conducted between different groups revealed that individuals with a low body mass index (BMI), in conjunction with other factors such as diabetes, cervical spondylosis, atherosclerosis, and hyperlipidemia, were more susceptible to developing FS. Logistic regression analysis further indicated that low BMI, diabetes, cervical spondylosis, and hyperlipidemia were significant risk factors for the occurrence of FS. These variables were subsequently incorporated into a predictive model, resulting in the creation of a simplified equation.The ROC curve demonstrated that the combined indicators in the predictive model exhibited superior diagnostic efficacy compared to single indicators, as evidenced by an area under the curve of 0.787, sensitivity of 62.1%, and specificity of 82.2%. Low BMI, diabetes, cervical spondylosis, and hyperlipidemia are significant risk factors associated with the occurrence of FS. Moreover, the utilization of a prediction model has demonstrated superior capability in forecasting the likelihood of FS compared to relying solely on individual indicators. This finding holds potential in offering valuable insights for the early diagnosis of FS.

A New Index for Cervical Curvature Evaluation - Relative Cervical Curvature Area

ObjectiveTo put forward a new index of cervical curvature evaluation - relative cervical curvature area,and a new classification of cervical spine was proposed according to the relative cervical curvature area. MethodsA total of 167 subjects with cervical spondylosis were included in the study. Firstly, 119 subjects were selected to measure C2-C7 lordosis angle by Cobb angle method, Harrison posterior tangent method and Jackson physiological stress line method, and then their relative cervical curvature area, C1-C7 Cobb angle, C7 slope and T1 slope were measured.The correlation between relative cervical curvature area and three measurement methods and common sagittal parameters was analyzed.According to the angle classification method, we calculated the diagnostic boundary value of the relative cervical curvature area classification, and selected 48 subjects to evaluate its diagnostic efficacy.Finally, 119 subjects were re-evaluated according to the diagnostic threshold and the number of intersections to verify the feasibility of the new classification. ResultsThe results showed that the relative cervical curvature area index had good intra-observer and inter-observer repeatability. Relative cervical curvature area was correlated with Harrison posterior tangent method ( r = 0.930 ), Cobb angle method ( r = 0.886 ) and Jackson physiological stress line method ( r = 0.920 ), and correlated with C1-C7 Cobb angle, C7 slope and T1 slope.The relative cervical curvature area has a good diagnostic performance for distinguishing patients with lordosis, straightening and kyphosis.According to the new classification of cervical spine, 119 subjects were divided into 57 simple lordosis, 11 simple straightening, 4 simple kyphosis, 26 S-type and 21 RS-type. ConclusionThe relative cervical curvature area uses the area parameter instead of the original angle parameter and distance parameter to incorporate the change of segmental curvature, which makes up for the shortcomings of the Cobb angle method that only evaluates the curvature of two vertebrae, and better reflects the cervical curvature.Studies have shown that relative cervical curvature area has good repeatability and diagnostic value, and found that it has a good correlation with common cervical sagittal parameters.The new classification of cervical spine makes up for the disadvantage that the angle classification method cannot distinguish between S-type and RS-type, and initially proposes to use the number of intersections and the relative absolute value area to reflect the severity of S-type.

Is Spinal Mouse a Valid Tool in Assessing Spinal Deviation in Patients with Lumbar Spondylosis?

Is Spinal Mouse a Valid Tool in Assessing Spinal Deviation in Patients with Lumbar Spondylosis?

Cervicogenic Somatic Tinnitus: A Narrative Review Exploring Non-otologic Causes.

Cervicogenic somatic tinnitus (CST) is a subgroup of somatosensory tinnitus that arises from altered sensory input from the cervical spine due to changes in anatomical and physiological functions. Unlike primary tinnitus, usually caused by auditory system issues, CST is due to somatosensory disruptions from the cervical region. Conditions such as degenerative disc disease, cervical spondylosis, whiplash injuries, and neck muscle stress or spasms are commonly associated with CST. The pathophysiology of CST involves complex interactions between the cervical spine's somatosensory inputs and central auditory pathways, particularly affecting the dorsal cochlear nucleus (DCN) in the brainstem, leading to enhanced excitability and synaptic reorganization, giving rise to tinnitus. Accurate diagnosis and management of CST require a comprehensive approach, including patient history, physical examination, audiological assessments, and imaging studies. Treatment strategies encompass physical therapy, medications, interventional procedures, and complementary therapies, aiming to reduce tinnitus perception, alleviate neck dysfunction, and improve overall quality of life. Emerging therapies, such as neuromodulation and regenerative medicine, show promise in further improving CST management. This multidisciplinary approach highlights the importance of addressing both musculoskeletal and auditory health in the effective treatment of CST.

Four new phenolic constituents from root barks of Paeonia ostii

The Paeonia ostii, also known as "Feng Dan" have a crucial role in folk medicine to treat lumbar muscles strain, knee osteoarthritis and cervical spondylosis. In this study, four new phenolic compounds, specifically Paeoniaostiph A–E (1–4) phenolic compounds were characterised through spectroscopic techniques, including 1D and 2D NMR, HRESIMS, UV, IR, and electronic circular dichroism computations to explore their structures. Cytotoxicity and NO production inhibition of the new phenolic compounds were also studied. The results of the cytotoxicity experiment showed that compound 1 is cytotoxic to two human cancer cell lines with IC50 values ranging from 13.3 to 13.5 μM. Compounds 1 and 2 showed certain inhibitory activity on NO production. This is the first report on isolating the components from natural sources.

Management of cervical spondylotic amyotrophy (Bahushosha) through customized Ayurvedic approaches: An experience

Cervical Spondylotic Amyotrophy (CSA) is a rare clinical syndrome in cervical spondylosis characterized by weakness and atrophy of the upper extremities with no or insignificant sensory deficit or paraparesis in the lower extremities. The clinical presentation of CSA can be correlated with Bahushosha (~wasting of arms), a condition explained under Vataja nanatmaja vikaras (~diseases due only to vitiated Vata). In all the Vataja variety of diseases enumerated, even when the inherent properties of Vata are manifested partially, these are diagnosed and treated as disorders of Vata. The present study is about managing a 46-year-old male patient with difficulty in uplifting both hands associated with weakness, stiffness, and muscle wasting. The patient is presented with Vataja lakshanas (~symptoms of Vata), and Panchakarma therapy was adopted with Vatahara (~pacifies vitiated Vata) and Brimhana (~nourishing) as the line of management, along with Shamana aushadha (~palliative medicines). Significant improvement was observed by the end of the treatment, inferring adopting Ayurveda approaches in the management of such pathologies. The absence of specific therapy for CSA also makes it even more important to consider such approaches that can add quality of life in suffering individuals.

Comparative Evaluation of Neck Length, Relative Neck Length and Total Body Height in Cervical Spondylosis Affected and Non-Affected Individual

Anthropometric measurements, including neck length, relative neck length and total body height, have been proposed as potential indicators of cervical spine health, yet their association with cervical spondylosis remains relatively understudied. Objective: To compare neck length, relative neck length, and total body height between individuals affected by cervical spondylosis and a non-affected control group. Methods: This case-control study was conducted at Department of Anatomy Multan Medical and Dental College (MMDC), Multan from April 2023 to September 2023. Cases were diagnosed with cervical spondylosis and controls were selected from the same population without a history of cervical spine pathology or symptoms. The collected data were analyzed using IBM SPSS, version 27.0. Results: Gender distribution revealed females in both cases (63, 60.6%) and controls (59, 56.7%). The age of participants ranged from 25 to 75 years. The mean age for cases was 49.2 ± 12.93 years and for controls was 49.7 ± 13.19 years. The mean neck length among cases and controls was 105.2 ± 17.22 mm and 107.7 ± 20.02 mm, respectively. Regarding relative neck length, cases and controls exhibited measurements of 6.41 ± 1.07 mm and 6.42 ± 1.27 mm, respectively. Height-wise, cases measured 164.4 ± 10.27 cm, while controls measured 168.3 ± 8.53 cm. Conclusions: In conclusion, while no significant differences were observed in neck length or relative neck length between cervical spondylosis patients and controls, a notable disparity in height was noted.

Finite element analysis of a three-dimensional cervical spine model with muscles based on CT scan data

Background The incidence of cervical spondylosis is increasing, gradually affecting people’s normal lives. Establishing a finite element model of the cervical spine is one of the methods for studying cervical spondylosis. MRI (Magnetic Resonance Imaging) still has certain difficulties in transitioning from human imaging to establishing muscle models suitable for finite element analysis. Medical software provides specific morphologies and can generate muscle finite element models. Additionally, there is little research on the static analysis of cervical spine finite element models with solid muscle. Purpose A new method is proposed for establishing a finite element model of the cervical spine based on CT (Computed Tomography) data and medical software, and the model’s effectiveness is validated. Human movement characteristics based on the force distribution in various parts are analyzed and predicted. Methods The muscle model is reconstructed in medical software and a three-dimensional finite element model of the entire cervical spine (C0–C7) is established by combining muscle models with CT vertebral data models. 1.5 Nm of load is applied to the finite element model to simulate the cervical spine movement. Results The finite element model was successfully established, and effectiveness was verified. Stress variations in various parts under six movements were obtained. The effectiveness of the model was basically verified. Conclusion The finite element model of the cervical spine for mechanical analysis can be successfully established by using medical software and CT data. In daily life, the C2–3, C3–4, C4–C5 intervertebral discs, rectus capitis posterior major, longus colli, and obliquus capitis inferior are more prone to injury.

Integrated traditional Chinese and western medicine nursing of a patient with Qi stagnation and blood stasis type cervical spondylosis

Integrated traditional Chinese and western medicine nursing of a patient with Qi stagnation and blood stasis type cervical spondylosis

Factors associated with frozen shoulder in adults: a retrospective study

ObjectiveThis study aims to explore the risk factors associated with frozen shoulder patients and further analyze the relationship between gender and diabetes with frozen shoulder.MethodWe have reviewed the data of 1205 frozen shoulder patients in China's Xinjiang region from 2018 to 2023. The collected information included patients' gender, occupation, place of origin, marital status, age, the season of disease onset, duration of illness, etiology, surgical history, hypertension, diabetes, respiratory diseases, knee joint disease, hyperlipidemia, cardiovascular diseases, cervical spondylosis, lumbar disc herniation, rheumatoid arthritis, hyperuricemia, sleep quality, smoking and alcohol consumption, and constipation. We have used multifactor logistic regression analysis to identify the risk factors for a frozen shoulder.ResultsSingle-factor logistic regression analysis showed that the number of females, patients with diabetes, knee joint disease, constipation, and patients with poor sleep quality in the observation group are higher than in the control group (P < 0.05). There were no statistically significant differences between the two groups in terms of occupation, place of origin, marital status, age, season of disease onset, duration of illness, etiology, surgical history, hypertension, respiratory diseases, hyperlipidemia, cardiovascular diseases, cervical spondylosis, lumbar disc herniation, rheumatoid arthritis, hyperuricemia, smoking, and alcohol consumption history (P > 0.05).Multivariate analysis showed that the final model included four variables: gender, diabetes history, sleep, and constipation. Among them, the OR values of gender and diabetes history were more significant than 1, indicating that they were independent risk factors for frozen shoulder, while the OR values of sleep and constipation were less than 1, suggesting that they were negatively associated with the occurrence of frozen shoulder.ConclusionThe results of this study suggest that gender and diabetes are independent risk factors for frozen shoulder. Additionally, poor sleep quality and constipation also can be correlated with the occurrence of a frozen shoulder.

Clinical observation of ultrasound-guided acupotomy assisting percutaneous cervical disc nucleoplasty in the treatment of cervical spondylotic radiculopathy.

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). 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. 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. 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.

Needle-scalpel therapy inhibits the apoptosis of nucleus pulposus cells via the SDF-1/CXCR4 axis in a rat degenerative cervical intervertebral disc model.

As a common disease, cervical spondylosis (CS) results from the degeneration of the cervical intervertebral disc. However, there are still no effective clinical strategies for the treatment of this disease. Needle-scalpel (Ns), a therapy guided by traditional Chinese medicine theory, alleviates intervertebral disc degradation and is widely used in the clinic to treat CS. Stromal cell-derived factor-1 (SDF-1) and its receptor CXC receptor 4 (CXCR4) in nucleus pulposus cells play an important role in CS onset and development. This study aimed to explore whether Ns can relieve pain and regulate the SDF-1/CXCR4 axis in nucleus pulposus cells to inhibit apoptosis, thereby delaying cervical intervertebral disc degradation in a rat model of CS. It was found that the Ns-treated groups exhibited higher mechanical allodynia scores than the model group, and H&E staining, MRI, and scanning electron microscopy revealed that Ns therapy inhibited intervertebral disc degeneration. Additionally, Ns therapy significantly inhibited increases in the RNA and protein expression levels of SDF-1 and CXCR4. Furthermore, these treatments alleviated the apoptosis of nucleus pulposus cells, which manifested as a decline in the proportion of apoptotic nucleus pulposus cells and inhibition of the decrease in the levels of Bcl-2/Bax. These findings indicated that Ns mitigated CS-induced pain, inhibited the apoptosis of nucleus pulposus cells, and alleviated intervertebral disc degeneration in CS rats. These effects may be mediated by specifically regulating the SDF-1/CXCR4 signaling axis. Based on these findings, we conclude that Ns might serve as a promising therapy for the treatment of CS.

Zero-profile implant system versus novel plate systems after ACDF for comparison of sagittal balance parameters and clinical efficacy analysis

BackgroundThe 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.MethodsWe 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.ResultsThere 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).ConclusionIn 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.

Anterior cervical surgery for the treatment of cervigonenic headache caused by cervical spondylosis

Cervicogenic headache (CEH) is a common disorder with cervical spine-specific nociceptive headache symptoms. Cervicogenic headaches have been studied for years, but diagnosis and treatment are continually evolving. Due to non-specific criteria and its relationship with cervical degenerative illness, diagnosis may be underestimated. In many situations, it contributes to myelopathy or radiculopathy. Local anaesthetic blocks are used to confirm the diagnosis, however, non-invasive methods are being explored. Identifying the nociceptive origin improves pain management. Physical therapy and percutaneous interventional procedures are used to treat isolated CEH. However, cervical decompression and/or fusion are often performed in situations of cervical myelopathy and/or radiculopathy. Here we report a 57-year-old female with cervicogenic headache treated with anterior lower cervical discectomy to relieve cervical myelopathy and/or radiculopathy headaches.

Diffusion Tensor Imaging Identifies Cervical Spondylosis, Myelitis, and Spinal Cord Tumors.

Diffusion tensor imaging (DTI) has been increasingly recognized for its capability to study microstructural changes in the neuropathology of brain diseases. However, the optimal DTI metric and its diagnostic utility for a variety of spinal cord diseases are still under investigation. To evaluate the diagnostic efficacy of DTI metrics for differentiating between cervical spondylosis, myelitis, and spinal tumors. This retrospective study analyzed DTI scans from 68 patients (22 with cervical spondylosis, 23 with myelitis, and 23 with spinal tumors). DTI indicators, including fractional anisotropy (FA), mean diffusivity (MD), radial diffusivity (RD) and axial diffusivity (AD), were calculated. The Kruskal-Wallis test was used to compare these indicators, followed by Receiver Operating Characteristic (ROC) curve analysis, to evaluate the diagnostic efficacy of each indicator across disease pairs. Additionally, we explored the correlations of DTI indicators with specific clinical measurements. FA values were significantly lower in tumor patients compared to those with cervical spondylosis (p < 0.0001) and myelitis (p < 0.05). Additionally, tumor patients exhibited significantly elevated MD and RD values relative to the spondylosis and myelitis groups. ROC curve analysis underscored FA's superior discriminative performance, with an area under the curve (AUC) of 0.902 for differentiating tumors from cervical spondylosis, and an AUC of 0.748 for distinguishing cervical myelitis from spondylosis. Furthermore, a significant negative correlation was observed between FA values and Expanded Disability Status Scores (EDSSs) in myelitis patients (r = -0.62, p = 0.002), as well as between FA values and Ki-67 scores in tumor patients (r = -0.71, p = 0.0002). DTI indicators, especially FA, have the potential in distinguishing spondylosis, myelitis, and spinal cord tumors. The significant correlation between FA values and clinical indicators highlights the value of FA in the clinical assessment and prognosis of spinal diseases and may be applied in diagnostic protocols in the future.

Prediction of additional hospital days in patients undergoing cervical spine surgery with machine learning methods

Background Machine learning (ML), a subset of artificial intelligence (AI), uses algorithms to analyze data and predict outcomes without extensive human intervention. In healthcare, ML is gaining attention for enhancing patient outcomes. This study focuses on predicting additional hospital days (AHD) for patients with cervical spondylosis (CS), a condition affecting the cervical spine. The research aims to develop an ML-based nomogram model analyzing clinical and demographic factors to estimate hospital length of stay (LOS). Accurate AHD predictions enable efficient resource allocation, improved patient care, and potential cost reduction in healthcare. Methods The study selected CS patients undergoing cervical spine surgery and investigated their medical data. A total of 945 patients were recruited, with 570 males and 375 females. The mean number of LOS calculated for the total sample was 8.64 ± 3.7 days. A LOS equal to or <8.64 days was categorized as the AHD-negative group (n = 539), and a LOS > 8.64 days comprised the AHD-positive group (n = 406). The collected data was randomly divided into training and validation cohorts using a 7:3 ratio. The parameters included their general conditions, chronic diseases, preoperative clinical scores, and preoperative radiographic data including ossification of the anterior longitudinal ligament (OALL), ossification of the posterior longitudinal ligament (OPLL), cervical instability and magnetic resonance imaging T2-weighted imaging high signal (MRI T2WIHS), operative indicators and complications. ML-based models like Lasso regression, random forest (RF), and support vector machine (SVM) recursive feature elimination (SVM-RFE) were developed for predicting AHD-related risk factors. The intersections of the variables screened by the aforementioned algorithms were utilized to construct a nomogram model for predicting AHD in patients. The area under the curve (AUC) of the receiver operating characteristic (ROC) curve and C-index were used to evaluate the performance of the nomogram. Calibration curve and decision curve analysis (DCA) were performed to test the calibration performance and clinical utility. Results For these participants, 25 statistically significant parameters were identified as risk factors for AHD. Among these, nine factors were obtained as the intersection factors of these three ML algorithms and were used to develop a nomogram model. These factors were gender, age, body mass index (BMI), American Spinal Injury Association (ASIA) scores, magnetic resonance imaging T2-weighted imaging high signal (MRI T2WIHS), operated segment, intraoperative bleeding volume, the volume of drainage, and diabetes. After model validation, the AUC was 0.753 in the training cohort and 0.777 in the validation cohort. The calibration curve exhibited a satisfactory agreement between the nomogram predictions and actual probabilities. The C-index was 0.788 (95% confidence interval: 0.73214–0.84386). On the decision curve analysis (DCA), the threshold probability of the nomogram ranged from 1 to 99% (training cohort) and 1 to 75% (validation cohort). Conclusion We successfully developed an ML model for predicting AHD in patients undergoing cervical spine surgery, showcasing its potential to support clinicians in AHD identification and enhance perioperative treatment strategies.

Lumbar disc herniation diagnosis using deep learning on MRI

ObjectiveIn recent years, artificial intelligence deep learning has gradually become a research hotspot in diagnosing and treating cervical and lumbar degenerative diseases, represented by cervical spondylosis and lumbar disc herniation. MethodsRetrospective inclusion of 590 patients with lumbar disc herniation, randomly divided into a training group (n = 456) and a testing group (n = 134), labeled with intervertebral disc herniation areas on lumbar MR images (1157 in the training group and 395 in the testing group). Construct a deep learning model based on Unet to segment and detect intervertebral disc herniation areas in sagittal and transverse planes and evaluate the model's lesion detection efficiency and accuracy in lesion segmentation. ResultsThe model has good detection performance on the test group data. The F1 values in the sagittal and transverse positions are 0.971 (95% CI: 0.951–0.987) and 0.903 (95% CI: 0.870–0.935). In the segmentation of prominent areas, the Dice values in the sagittal and transverse planes are 0.774 ± 0.193 and 0.647 ± 0.261 (2D plane), 0.777 ± 0.148 and 0.655 ± 0.180 (3D plane), respectively. ConclusionThe deep learning model based on U-net can accurately identify and segment the intervertebral disc herniation area in lumbar MR images, which helps to assist clinical diagnosis.

Effects of circulating inflammatory proteins on spinal degenerative diseases: Evidence from genetic correlations and Mendelian randomization study.

Numerous investigations have suggested links between circulating inflammatory proteins (CIPs) and spinal degenerative diseases (SDDs), but causality has not been proven. This study used Mendelian randomization (MR) to investigate the causal associations between 91 CIPs and cervical spondylosis (CS), prolapsed disc/slipped disc (PD/SD), spinal canal stenosis (SCS), and spondylolisthesis/spondylolysis. Genetic variants data for CIPs and SDDs were obtained from the genome-wide association studies (GWAS) database. We used inverse variance weighted (IVW) as the primary method, analyzing the validity and robustness of the results through pleiotropy and heterogeneity tests and performing reverse MR analysis to test for reverse causality. The IVW results with Bonferroni correction indicated that beta-nerve growth factor (β-NGF), C-X-C motif chemokine 6 (CXCL6), and interleukin-6 (IL-6) can increase the risk of CS. Fibroblast growth factor 19 (FGF19), sulfotransferase 1A1 (SULT1A1), and tumor necrosis factor-beta (TNF-β) can increase PD/SD risk, whereas urokinase-type plasminogen activator (u-PA) can decrease the risk of PD/SD. FGF19 and TNF can increase SCS risk. STAM binding protein (STAMBP) and T-cell surface glycoprotein CD6 isoform (CD6 isoform) can increase the risk of spondylolisthesis/spondylolysis, whereas monocyte chemoattractant protein 2 (MCP2) and latency-associated peptide transforming growth factor beta 1 (LAP-TGF-β1) can decrease spondylolisthesis/spondylolysis risk. MR analysis indicated the causal associations between multiple genetically predicted CIPs and the risk of four SDDs (CS, PD/SD, SCS, and spondylolisthesis/spondylolysis). This study provides reliable genetic evidence for in-depth exploration of the involvement of CIPs in the pathogenic mechanism of SDDs and provides novel potential targets for SDDs.

Clinical efficacy of refined nursing strategies on early rehabilitation training for postoperative patients with cervical spondylosis.

To investigate the effects of refined nursing strategies on postoperative quality of life, pain level, psychological condition, and other rehabilitation training of patients with cervical spondylosis. This study is a retrospective study, and 500 patients with cervical spondylosis admitted to our hospital from April 2022 to June 2023 were selected as the study objects. They were divided into a control group (250 cases) and an experimental group (250 cases) according to whether they received personalized intensive care. The control group received standard nursing care, while the experimental group was given personalized, high-quality nursing care. The refined nursing strategy comprises individualized rehabilitation training plans, psychological support, nutritional counseling, and pain management. Indicators such as pain level, cervical spine function, quality of life, complication statistics, and nursing satisfaction were employed to evaluate the clinical efficacy of 2 nursing methods. In the pain assessment, patients in the experimental and control groups had pain scores of (1.98 ± 0.84) and (5.78 ± 0.63), respectively, after the nursing intervention. The reduction in pain for patients in the experimental group was highly significant (P < .05) compared to pre-nursing care. Six months after the commencement of healthcare, the cervical spine function scores of the experimental and control groups were (93.36 ± 4.74) and (82.68 ± 5.42), respectively. Moreover, the cervical spine function recovery of the experimental group was deemed significant. The experimental group exhibited a lower probability of complications compared to the control group. Additionally, the quality of life was significantly higher in the experimental group than in the control group (P < .05). Improvement time and healing time were significantly shorter in the patients of the experimental group in comparison to the control group. In terms of nursing satisfaction, the experimental group had a significantly higher satisfaction rate of 87.57% than the control group (P < .05). The refined nursing strategy significantly improved the speed and quality of patients' functional recovery. Additionally, the implementation of personalized and comprehensive nursing techniques during postoperative treatment for cervical spondylosis resulted in a significant improvement in patient's quality of life and satisfaction with the treatment process.