ABSTRACT
BACKGROUND: Morphometric analysis of the psoas major muscle has shown utility in predicting postoperative morbidity in various surgical fields, but its usefulness in predicting complications in elderly patients undergoing multilevel lumbar fusion surgery has not been studied. The study aimed to investigate if psoas major parameters are independent risk factors of early postoperative complication among elderly patients. METHODS: Patients who underwent multilevel lumbar fusion for degenerative lumbar spinal stenosis (DLSS) were included. The psoas major was measured at the lumbar 3/4 intervertebral disc level in three ways on computed tomography image: psoas muscle mass index, mean muscle attenuation, and morphologic change of the psoas major. Early complications were graded using the Clavien-Dindo classification system and the Comprehensive complication index (CCI). A CCI ≥ 26.2 indicated severe complications. Logistic regression was performed to identify independent risk factors. RESULTS: This retrospective study reviewed 108 patients (mean age 70.9 years, female to male ratio 1.8:1). Complications were observed in 72.2% of patients, with allogeneic blood transfusion being the most frequent (66.7%), followed by wound infection, acute heart failure (2.8% each). Severe complications occurred in 13.9% of patients. After multivariable regression analysis, those in the lowest psoas muscle attenuation tertile had higher odds of experiencing early postoperative complications (OR: 3.327, 95% CI 1.134-9.763, p = 0.029) and severe complications (OR: 6.964, 95% CI 1.928-25.160, p = 0.003). CONCLUSION: The psoas muscle attenuation can be used as a predictor of early postoperative complications in elderly patients undergoing multilevel lumbar fusion surgery for DLSS.
Subject(s)
Lumbar Vertebrae , Postoperative Complications , Psoas Muscles , Spinal Fusion , Spinal Stenosis , Humans , Male , Female , Aged , Spinal Fusion/adverse effects , Spinal Fusion/methods , Spinal Stenosis/surgery , Spinal Stenosis/diagnostic imaging , Psoas Muscles/diagnostic imaging , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Lumbar Vertebrae/surgery , Lumbar Vertebrae/diagnostic imaging , Retrospective Studies , Risk Factors , Aged, 80 and over , Tomography, X-Ray Computed , Middle AgedABSTRACT
BACKGROUND: Degenerative lumbar spinal stenosis (LSS) is a common condition that involves the narrowing of the spinal canal. Diagnosing instability traditionally requires standing lateral radiographs to detect dynamic translation, but there is debate about relying solely on radiographs due to challenges like patient discomfort and radiation exposure. This study aimed to evaluate if Magnetic Resonance Imaging (MRI) findings could effectively diagnose instability observed on radiographs. METHODS: We reviewed 478 consecutive patients with degenerative LSS who had surgery at our institution. Instability was defined as a sagittal translation exceeding 3 mm on standing lateral radiographs in both extension and flexion. Patients were divided into stable (those with < 3 mm translation) and unstable groups (those with > 3 mm translation). The study assessed potential variables for instability, including MRI findings like facet joint effusion, facet joint angle, disk height index, intradiscal vacuum presence, endplate sclerosis, ligamentum flavum hypertrophy, and multifidus muscle fatty degeneration, comparing these factors between the two groups. RESULTS: A total of 478 consecutive patients diagnosed with degenerative Lumbar Spinal Stenosis (LSS) were included. The average age of the patients was 66.32 years, with 43.3% being male. Approximately 27.6% of the cases exhibited signs of instability on the standing lateral radiograph during extension and flexion. The multivariate analysis using binary logistic regression revealed that facet joint effusion (odds ratio [OR] 2.73; 95% confidence interval [CI] 1.27-3.94; P = 0.002), disk height index (OR 2.22; 95% CI 1.68-3.35; P = 0.009), and the presence of the Vacuum sign (OR 1.77; 95% CI 1.32-2.84; P = 0.021) were identified as factors associated with instability. CONCLUSIONS: Our findings showed thata higher facet joint effusion, the presence of Vacuum sign, and a greater Disk Height Index were associated with the presence of instability on the standing lateral radiograph in extension and flexion in patients with degenerative LSS.
Subject(s)
Joint Instability , Lumbar Vertebrae , Magnetic Resonance Imaging , Radiography , Spinal Stenosis , Humans , Spinal Stenosis/diagnostic imaging , Male , Aged , Female , Lumbar Vertebrae/diagnostic imaging , Magnetic Resonance Imaging/methods , Middle Aged , Joint Instability/diagnostic imaging , Radiography/methods , Retrospective Studies , Aged, 80 and overABSTRACT
STUDY DESIGN: Experimental study. OBJECTIVE: We sought to elucidate the association between ligamentum flavum thickening and tissue buckling, and the clinical and imaging factors related to buckling by comparing the ligamentum flavum thickness on MRI images and within the actual tissue. SUMMARY OF BACKGROUND DATA: Ligamentum flavum thickening is a main contributor to lumbar spinal canal stenosis. Buckling of the tissue may contribute to ligamentum flavum thickening along with tissue hypertrophy; however, this association has not been established conclusively. MATERIALS AND METHODS: Ligamentum flavum samples (135 ligament samples) from 70 patients with lumbar spinal canal stenosis were evaluated. The ligamentum flavum thicknesses on magnetic resonance imaging (MRI) and in the tissue samples were compared to assess for the presence of buckling. The ligamentum flavum samples were divided into groups with or without buckling based on the difference between their thicknesses on MRI and in the tissues. The Pearson correlation coefficient test was used to assess the relationships between the LF thicknesses on MRI and in the tissues, MRI-tissue difference and LF thickness in the tissues, and MRI-tissue difference and LF thickness on MRI. Further, differences between the buckling+ and buckling- groups were compared using the unpaired t-test (LF thickness on MRI, LF thickness in the tissues, age, disc angle, and disc height) and χ2 (disc level, disc degeneration, and receival/nonreceival of dialysis) test. RESULTS: The ligamentum flavum thickness on MRI and in the tissues had a positive linear relationship, although the thickness was estimated to be significantly larger on MRI than in the tissues themselves. The ligamentum flavum with buckling had a larger thickness on MRI, less tissue hypertrophy, more severe disc degeneration, and was present in patients with a higher rate of dialysis. There were no differences in age and disc height, angle, or level between the two groups. CONCLUSIONS: Buckling of the ligamentum flavum coexists with tissue hypertrophy and contributes to perceived ligamentum thickening on imaging. Buckling of the ligamentum flavum tends to occur in less hypertrophied tissues and is associated with the grade of disc degeneration and the presence of other characteristics associated with spinal degeneration.
Subject(s)
Ligamentum Flavum , Lumbar Vertebrae , Magnetic Resonance Imaging , Spinal Stenosis , Humans , Ligamentum Flavum/pathology , Ligamentum Flavum/diagnostic imaging , Spinal Stenosis/diagnostic imaging , Spinal Stenosis/pathology , Male , Female , Aged , Lumbar Vertebrae/diagnostic imaging , Lumbar Vertebrae/pathology , Middle Aged , Adult , Aged, 80 and over , Spinal Canal/diagnostic imaging , Spinal Canal/pathology , HypertrophyABSTRACT
In adult patients affected by degenerative disc disease with lumbar instability and chronic low back pain, spine surgery with lumbar fixation aims to reduce segmental instability and pain. Different techniques have been developed, but the optimal surgical technique remains controversial. No studies have compared the clinical and radiological outcomes between stand-alone pedicle screw fixation (SAPF) and minimally invasive transforaminal lumbar interbody fusion (MI-TLIF). This was a retrospective study. All patients who underwent surgery for single-level L4-L5 or L5-S1 lumbar stenosis, associated with minor lumbar instability and treated with SAPF or MI-TLIF techniques were included in the study. Data were collected preoperatively and at 24 monts follow-up. Clinical primary outcomes were Oswestry Disability Index (ODI) and Numerical Rating Scale (NRS). Secondary outcomes were patient satisfaction, walking ability and self reported back and leg pain. In addition, perioperative data and complications were recorded. Segmental lordosis (L4-L5 and L5-S1) and overall lumbar lordosis (L1-S1) were measured on lumbar X-Rays preoperatively and at least 24 months postoperatively. 277 patients were firstly identified. Baseline data and a minimum of two-year follow-up were available for 62 patients. After the propensity score matching, 44 patients (22 patients in the SAPF group and 22 patients in the MI-TLIF group) were matched. At 24 months follow-up, no difference between the two groups of patients in NRS (p = 0.11) and ODI scores (p = 0.21) were observed. Patients' satisfaction at follow-up was also not significantly different between the two groups. In both groups, a significant improvement in the walked distance was observed after surgery (p = 0.05) while no difference was observed regarding the type of surgery performed (p = 1.00). No differences were found in the pre- and post-operative median lumbar lordosis (p = 0.91 and p = 0.67) and the same findings were observed for lumbar segmental lordosis (p = 0.65 and p = 0.41 respectively). Significant improvements in ODI and NRS-scores were recorded after 24 months follow-up with both SAPF and MI-TLIF. No significant differences in postoperative PROMs and patients' satisfaction were observed between the groups. The results of our study indicate no superiority of either surgical technique concerning pain and functional outcomes after 24 months.
Subject(s)
Lumbar Vertebrae , Minimally Invasive Surgical Procedures , Pedicle Screws , Spinal Fusion , Humans , Male , Female , Spinal Fusion/methods , Spinal Fusion/instrumentation , Middle Aged , Lumbar Vertebrae/surgery , Lumbar Vertebrae/diagnostic imaging , Retrospective Studies , Minimally Invasive Surgical Procedures/methods , Treatment Outcome , Intervertebral Disc Degeneration/surgery , Intervertebral Disc Degeneration/diagnostic imaging , Aged , Adult , Propensity Score , Cohort Studies , Follow-Up Studies , Spinal Stenosis/surgery , Spinal Stenosis/diagnostic imagingABSTRACT
The prognoses of patients who undergo open spinal endoscopy (OSE) decompression significantly differ by scoliosis type and symptom despite the use of uniform standards and procedures for the decompression surgery. These differences may be directly related to the selection and formulation of surgical strategies but their cause remains unclear. The aim of this study was to verify and evaluate the efficacy of the "Symptom, Stenosis and Segment classification (SSS classification)" in determining an appropriate surgical strategy and to analyze the differences in the outcomes of different patients after receiving the selected surgical strategy. The results of this study ultimately provide a theoretical basis for the specific optimization of surgical strategies guided by the "SSS classification". This work was a retrospective study. We reviewed 55 patients with scoliosis and spinal stenosis who underwent "pear-shaped" decompression under OSE from May 2021 to June 2023 treated by our surgical team. To classify different types of patients, we defined the "SSS classification" system. The permutation and combination of subtypes in Symptom (including three subtypes: Convex = v, Concave = c and Bilateral = b), Stenosis (including three subtypes: Convex = v, Concave = c and Bilateral = b), and Segment (including two subtypes: Edge = e and Inside = i) yields 18 possible types (details in Table 1) in this classification system. To classify different types of surgeries, we also defined the operation system. The VAS Back and VAS Leg scores after surgical treatment were significantly lower in all patients 3 months after surgery than before surgery. (**P < 0.05). The Svve type accounted for the greatest proportion of patients (62.50%) in the VAS back remission group, and the Scce type accounted for the greatest proportion (57.14%) in the VAS back ineffective group. According to the VAS leg score, the percentage of patients in whom Svve was detected in the VAS leg remission group reached 60.87%, and the percentage of patients in whom Svve was detected in the VAS leg ineffective group reached 44.44%. Svve accounted for the greatest proportion of cases (61.22%) in the JOA-effective group, and Scce accounted for the greatest proportion of cases (50.00%) in the JOA-ineffective group. In the JOA-effective group, the Ovv type accounted for the greatest proportion (up to 79.59%), while in the JOA-ineffective group, Occ and Ovv accounted for 50.00% of the cases each. The proportions of Svve type were the highest in the healthy group (up to 60.00%) and the ODI-effective group (up to 50.00%). The Ovv type accounted for the greatest proportion of patients in the ODI-effective group (up to 80.00%), and the Occ type accounted for the greatest proportion of patients in the ODI-ineffective group (up to 60.00%). Most of the surgical plans formulated by the "SSS classification" method were considered appropriate, and only when the symptoms of patients were located on the concave side did the endoscopic decompression plan used in the present study have a limited ability to alleviate symptoms.
Subject(s)
Decompression, Surgical , Endoscopy , Scoliosis , Spinal Stenosis , Humans , Scoliosis/surgery , Scoliosis/diagnostic imaging , Scoliosis/classification , Female , Male , Decompression, Surgical/methods , Retrospective Studies , Aged , Middle Aged , Spinal Stenosis/surgery , Spinal Stenosis/diagnostic imaging , Endoscopy/methods , Treatment Outcome , AdultABSTRACT
INTRODUCTION: Lumbar foraminal stenosis (LFS) occurs primarily due to degenerative changes in older adults, affecting the spinal foramina and leading to nerve compression. Characterized by pain, numbness, and muscle weakness, LFS arises from structural changes in discs, joints, and ligaments, further complicated by factors like inflammation and spondylolisthesis. Diagnosis combines patient history, physical examination, and imaging, while management ranges from conservative treatment to surgical intervention, underscoring the need for a tailored approach. MATERIALS AND METHODS: This multicenter study, conducted over six years at a tertiary hospital, analyzed the volumetric dimensions of lumbar foramina and their correlation with nerve structures in 500 patients without lumbar pathology. Utilizing high-resolution MRI with a standardized imaging protocol, eight experienced researchers independently reviewed the images for accurate measurements. The study emphasized quality control through the calibration of measurement tools, double data entry, validation checks, and comprehensive training for researchers. To ensure reliability, interobserver and intraobserver agreements were analyzed, with statistical significance determined by kappa statistics and the Student's t-test. Efforts to minimize bias included blinding observers to patient information and employing broad inclusion criteria to mitigate referral and selection biases. The methodology and findings aim to enhance the understanding of normal lumbar foramina anatomy and its implications for diagnosing and treating lumbar conditions. RESULTS: The study's volumetric analysis of lumbar foramina in 500 patients showed a progressive increase in foraminal volume from the L1/L2 to the L5/S1 levels, with significant enlargement at L5/S1 indicating anatomical and biomechanical complexity in the lumbar spine. Lateral asymmetry suggested further exploration. High interobserver and intraobserver agreement levels (ICC values of 0.91 and 0.95, respectively) demonstrated the reliability and reproducibility of measurements. The patient cohort comprised 58% males and 42% females, highlighting a balanced gender distribution. These findings underscore the importance of understanding foraminal volume variations for lumbar spinal health and pathology. CONCLUSION: Our study significantly advances spinal research by quantifying lumbar foraminal volumes, revealing a clear increase from the L1/L2 to the L5/S1 levels, indicative of the spine's adaptation to biomechanical stresses. This provides clinicians with a precise tool to differentiate between pathological narrowing and normal variations, enhancing the detection and treatment of lumbar foraminal stenosis. Despite limitations like its cross-sectional design, the strong agreement in measurements underscores the method's reliability, encouraging future research to further explore these findings' clinical implications.
Subject(s)
Lumbar Vertebrae , Magnetic Resonance Imaging , Spinal Stenosis , Humans , Male , Female , Spinal Stenosis/diagnostic imaging , Lumbar Vertebrae/diagnostic imaging , Aged , Middle Aged , Adult , Aged, 80 and over , Reproducibility of ResultsABSTRACT
OBJECTIVE: A condition known as ligamentum flavum (LF) hypertrophy occurs when the ligamentum flavum (LF) swells as a result of pressures applied to the spine. Among the elderly population, lumbar spinal stenosis is a major cause of pain and disabilities. Numerous studies indicate that lumbar spinal stenosis etiology involves the ligamentum flavum in a major way. This study looks into the relationship between low back pain and ligamentum flavum thickening. PATIENTS AND METHODS: The imaging tests and case histories of all patients with low back pain who had consecutive magnetic resonance imaging exams performed at the Prince Sattam University and King Khalid hospitals in Al Kharj City will serve as the basis for this retrospective observational study. A radiologist utilized the Pfirrmann grading system, which is based on spinal levels starting from the first lumbar to the first sacral vertebrae, to measure the thickness of the ligamentum flavum in all cases who underwent magnetic resonance imaging (MRI). A correlation between age, hypertrophy of LF, and low back pain was investigated. RESULTS: There were 79 participants in the study, ages ranging from 21 to 82, 49 of which were men. The patients' average age was 54 years, and 62% of them were men. We found no appreciable variations in LF thickness according to gender. At the L4-L5 and L5-S1 levels, the left LF was noticeably thicker than the right. Moreover, there was a significant difference (p < 0.05) in the bilateral LF thicknesses at L5-S1 compared to the comparable sides at L4-L5. CONCLUSIONS: By evaluating the thickness of LF on magnetic resonance images, we discovered that it may be closely associated with the etiology of pain processes in the spine.
Subject(s)
Hypertrophy , Ligamentum Flavum , Low Back Pain , Magnetic Resonance Imaging , Humans , Ligamentum Flavum/pathology , Ligamentum Flavum/diagnostic imaging , Low Back Pain/diagnostic imaging , Low Back Pain/pathology , Low Back Pain/etiology , Male , Middle Aged , Female , Aged , Retrospective Studies , Adult , Aged, 80 and over , Young Adult , Lumbar Vertebrae/diagnostic imaging , Lumbar Vertebrae/pathology , Spinal Stenosis/diagnostic imaging , Spinal Stenosis/pathologyABSTRACT
OBJECTIVE: To determine the occurrence of degenerative changes affecting the vertebral column in cats, assess their clinical significance, and determine the occurrence in cats with intervertebral disk herniation compared to other spinal diseases. ANIMALS: 114 client-owned cats. METHODS: Hospital records were retrospectively reviewed for cats with suspected myelopathy that had undergone spinal MRI. Signalment; history; neurological examination; neurolocalization; primary diagnosis; presence, type, and location of intervertebral disk herniation; and presence and location of other degenerative spinal changes (intervertebral disk degeneration [IVDD], spondylosis deformans [SD], end plate changes, dorsal compressions [DC], and foraminal stenosis [FS]) were recorded. RESULTS: 70% of cats showed at least 1 spinal degenerative change. The most common change was IVDD, followed by SD and intervertebral disk protrusion (IVDP), while intervertebral disk extrusion (IVDE), end plate changes, DC, and FS were uncommon to rare. Primary complaint was attributed to a degenerative condition in 22% of cats, including 100% with IVDE, 9% with IVDP, and 43% with degenerative lumbosacral stenosis (DLSS). The occurrence of degenerative spinal changes and number of intervertebral disks affected by IVDD significantly increased with age and body weight. Age was positively correlated with the occurrence of SD and DLSS. Intervertebral disk degeneration, IVDP, SD, DC, and FS were more prevalent in the lumbosacral junction. Cats with IVDD were significantly more likely to show IVDE and IVDP. CLINICAL RELEVANCE: This study revealed that in a population of cats presenting for signs of myelopathy, IVDE was always responsible for the clinical presentation, DLSS was commonly considered incidental, and IVDP was infrequently related to neurological signs.
Subject(s)
Cat Diseases , Intervertebral Disc Degeneration , Intervertebral Disc Displacement , Magnetic Resonance Imaging , Spinal Stenosis , Animals , Cats , Female , Male , Cat Diseases/diagnostic imaging , Cat Diseases/pathology , Clinical Relevance , Intervertebral Disc Degeneration/veterinary , Intervertebral Disc Degeneration/diagnostic imaging , Intervertebral Disc Degeneration/pathology , Intervertebral Disc Displacement/diagnostic imaging , Intervertebral Disc Displacement/pathology , Intervertebral Disc Displacement/veterinary , Magnetic Resonance Imaging/veterinary , Retrospective Studies , Spinal Stenosis/diagnostic imaging , Spinal Stenosis/pathology , Spinal Stenosis/veterinaryABSTRACT
An observational study to discover the common conditions affecting the lumbosacral region that may affect lumbosacral position and tension. All the patients, underwent MRI exaamination (magnetic resonance imaging) in the supine position, were examined by the same consultant radiologist. The article was revised by the institutional ethical approval committee. The position of the nerve roots was observed, and the number of nerve roots was calculated anterior to a line passing between the mid-transvers process of L3(third lumbar vertebra). The number of nerve roots ahead of this line was calculated by the radiologist at the level of the right intervertebral foramen and at the left one. This procedure was applied to the normal group, and 5 common pathological diseases were repeated including single-level lumbar disc prolapse, multiple-disc prolapse, multiple bulge, spinal stenosis and spondylolisthesis (at the level of L45 (fourth to fifth lumbar vertebrae) or L5S1 (fifth lumbar to first sacral vertebrae) being outside the study area, i.e., L3). We noticed significant difference in the number of the nerve roots between the cases with herniated discs, spinal stenosis, and spondylolisthesis with the normal group and the significance was in ascending increment in significance being the highest in cases with spondylolisthesis, and even in the groups of other pathologies which are statistically not significant, we noticed that the significance is proportional to the severity of the disease being the least in single level cases (p 0.427), to be more significant on cases with multiple prolapses(p 0.319) to be more in cases with multiple bulges to start to be statistically significant in herniated, higher significance in cases with spinal stenosis to be the highest in cases with spondylolisthesis.
Subject(s)
Cauda Equina , Intervertebral Disc Displacement , Lumbar Vertebrae , Magnetic Resonance Imaging , Spinal Nerve Roots , Spondylolisthesis , Humans , Lumbar Vertebrae/diagnostic imaging , Female , Male , Magnetic Resonance Imaging/methods , Middle Aged , Spinal Nerve Roots/diagnostic imaging , Spinal Nerve Roots/anatomy & histology , Spinal Nerve Roots/pathology , Intervertebral Disc Displacement/diagnostic imaging , Spondylolisthesis/diagnostic imaging , Spondylolisthesis/pathology , Adult , Cauda Equina/diagnostic imaging , Cauda Equina/pathology , Cauda Equina/anatomy & histology , Spinal Stenosis/diagnostic imaging , Spinal Stenosis/pathology , AgedABSTRACT
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/methodsABSTRACT
OBJECTIVES: To determine the characteristics of lumbar foraminal stenosis (LFS) on magnetic resonance (MR) images and their association with back pain and radiating leg pain in a population-based sample of Chinese subjects. METHODS: This study was an extension of the Hangzhou Lumbar Spine Study, a cross-sectional study focusing on back pain and lumbar spine MR imaging findings. Questionnaire data, including demographics, lifestyle, occupational exposures, back pain and radiating leg pain were included. On lumbar spine MR images, disc degeneration was assessed using Pfirrmann grade and Modic changes were evaluated. Using Lee's scale, the L3-S1 intervertebral foramina were evaluated, with grade 2-3 representing substantial LFS and grade 0-1 no LFS. Characteristics of LFS were noted, and associations of LFS with back pain and radiating leg pain were examined. RESULTS: Among the 644 study subjects, 141 (21.9%) had at least one LFS, and its occurrence was associated with greater age (OR = 1.93 for each 10 years, p < 0.001). Substantial LFS was associated with the presence of back pain (OR = 1.92, p = 0.001) and the intensity of the worst back pain (Coef = 8.30, p < 0.001) over the past 12 months, and disabling back pain during their lifetime (OR = 2.25, p < 0.001). Substantial LFS was also associated with leg pain (OR = 14.27, p < 0.001), with a sensitivity of 75.7% for the presence of radiating leg pain and a specificity of 81.4%. CONCLUSION: Substantial LFS on MR images was a common age-related degenerative phenotype in adults, and appears to be an independent risk factor for back pain and leg pain.
Subject(s)
Back Pain , Lumbar Vertebrae , Magnetic Resonance Imaging , Spinal Stenosis , Humans , Male , Female , Spinal Stenosis/diagnostic imaging , Spinal Stenosis/complications , Middle Aged , Lumbar Vertebrae/diagnostic imaging , Back Pain/epidemiology , Back Pain/diagnostic imaging , Cross-Sectional Studies , China/epidemiology , Leg/diagnostic imaging , Aged , Risk Factors , Adult , Comorbidity , Surveys and QuestionnairesABSTRACT
BACKGROUND: Lumbar disc herniation was regarded as an age-related degenerative disease. Nevertheless, emerging reports highlight a discernible shift, illustrating the prevalence of these conditions among younger individuals. METHODS: This study introduces a novel deep learning methodology tailored for spinal canal segmentation and disease diagnosis, emphasizing image processing techniques that delve into essential image attributes such as gray levels, texture, and statistical structures to refine segmentation accuracy. RESULTS: Analysis reveals a progressive increase in the size of vertebrae and intervertebral discs from the cervical to lumbar regions. Vertebrae, bearing weight and safeguarding the spinal cord and nerves, are interconnected by intervertebral discs, resilient structures that counteract spinal pressure. Experimental findings demonstrate a lack of pronounced anteroposterior bending during flexion and extension, maintaining displacement and rotation angles consistently approximating zero. This consistency maintains uniform anterior and posterior vertebrae heights, coupled with parallel intervertebral disc heights, aligning with theoretical expectations. CONCLUSIONS: Accuracy assessment employs 2 methods: IoU and Dice, and the average accuracy of IoU is 88% and that of Dice is 96.4%. The proposed deep learning-based system showcases promising results in spinal canal segmentation, laying a foundation for precise stenosis diagnosis in computed tomography images. This contributes significantly to advancements in spinal pathology understanding and treatment.
Subject(s)
Deep Learning , Spinal Canal , Spinal Stenosis , Tomography, X-Ray Computed , Humans , Spinal Stenosis/diagnostic imaging , Tomography, X-Ray Computed/methods , Spinal Canal/diagnostic imaging , Male , Lumbar Vertebrae/diagnostic imaging , Female , Middle Aged , Image Processing, Computer-Assisted/methods , Adult , Intervertebral Disc Displacement/diagnostic imagingABSTRACT
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/etiologyABSTRACT
OBJECTIVES: No standardized magnetic resonance imaging (MRI) parameters have defined the 3-dimensional morphoanatomy and relevant spinal cord occupation ratios (occupation of spinal cord dimensions/similar dimensions within the spinal canal) in congenital cervical stenosis (CCS). METHODS: A retrospective, comparative analysis was conducted on 200 patients >18 years of age with myelopathy and CCS (mean age, 52.4 years) and 200 age-matched controls with no myelopathy or radiculopathy. The variables assessed from high resolution MRI included sagittal and axial spinal canal dimensions (MRI Torg-Pavlov ratios) from C3 to C7. Morphometric dimensions from the sagittal retrodiscal and retrovertebral regions as well as axial MRI dimensions were compared. Sagittal and axial spinal cord occupation ratios were defined and correlated with spinal canal dimensions. RESULTS: Multivariate analyses indicated reduced sagittal and axial anteroposterior (AP) spinal canal dimensions and a large reduction in transverse spinal canal dimensions at all spinal levels. There was a small significant correlation between AP sagittal spinal canal dimensions and axial transverse spinal canal dimensions at C3-C5, but not at C5-C6. Small correlations were noted between AP sagittal spinal canal dimensions and AP axial spinal cord and axial cross-sectional area occupation ratios at C3-C6, but there was no correlation with axial mediolateral spinal cord occupation ratios. CONCLUSIONS: The stenosis effect can involve any dimension, including the transverse spinal canal dimension, independent of other dimensions. Owing to the varied observed morphoanatomies, a classification algorithm that defines CCS specific phenotypes was formulated. Objectivizing the stenosis morphoanatomy may allow for data-driven patient-focused decompression approaches in the future.
Subject(s)
Algorithms , Cervical Vertebrae , Decompression, Surgical , Imaging, Three-Dimensional , Magnetic Resonance Imaging , Spinal Canal , Spinal Stenosis , Humans , Spinal Stenosis/diagnostic imaging , Spinal Stenosis/pathology , Spinal Stenosis/surgery , Male , Female , Middle Aged , Spinal Canal/diagnostic imaging , Spinal Canal/pathology , Retrospective Studies , Cervical Vertebrae/diagnostic imaging , Cervical Vertebrae/pathology , Decompression, Surgical/methods , Adult , Aged , Phenotype , Spinal Cord/diagnostic imaging , Spinal Cord/pathologyABSTRACT
BACKGROUND: The diagnosis of lumbar spinal stenosis (LSS) can be challenging because radicular pain is not often present in the culprit-level localization. Accurate segmentation and quantitative analysis of the lumbar dura on radiographic images are key to the accurate differential diagnosis of LSS. The aim of this study is to develop an automatic dura-contouring tool for radiographic quantification on computed tomography myelogram (CTM) for patients with LSS. METHODS: A total of 518 CTM cases with or without lumbar stenosis were included in this study. A deep learning (DL) segmentation algorithm 3-dimensional (3D) U-Net was deployed. A total of 210 labeled cases were used to develop the dura-contouring tool, with the ratio of the training, independent testing, and external validation datasets being 150:30:30. The Dice score (DCS) was the primary measure to evaluate the segmentation performance of the 3D U-Net, which was subsequently developed as the dura-contouring tool to segment another unlabeled 308 CTM cases with LSS. Automatic masks of 446 slices on the stenotic levels were then meticulously reviewed and revised by human experts, and the cross-sectional area (CSA) of the dura was compared. RESULTS: The mean DCS of the 3D U-Net were 0.905 ± 0.080, 0.933 ± 0.018, and 0.928 ± 0.034 in the five-fold cross-validation, the independent testing, and the external validation datasets, respectively. The segmentation performance of the dura-contouring tool was also comparable to that of the second observer (the human expert). With the dura-contouring tool, only 59.0% (263/446) of the automatic masks of the stenotic slices needed to be revised. In the revised cases, there were no significant differences in the dura CSA between automatic masks and corresponding revised masks (p = 0.652). Additionally, a strong correlation of dura CSA was found between the automatic masks and corresponding revised masks (r = 0.805). CONCLUSIONS: A dura-contouring tool was developed that could automatically segment the dural sac on CTM, and it demonstrated high accuracy and generalization ability. Additionally, the dura-contouring tool has the potential to be applied in patients with LSS because it facilitates the quantification of the dural CSA on stenotic slices.
Subject(s)
Deep Learning , Dura Mater , Lumbar Vertebrae , Myelography , Spinal Stenosis , Tomography, X-Ray Computed , Humans , Spinal Stenosis/diagnostic imaging , Tomography, X-Ray Computed/methods , Dura Mater/diagnostic imaging , Dura Mater/pathology , Lumbar Vertebrae/diagnostic imaging , Myelography/methods , Male , Female , Aged , Middle Aged , Algorithms , Image Processing, Computer-Assisted/methods , Adult , Retrospective StudiesABSTRACT
OBJECTIVES: Alkaptonuria is a rare inborn disorder of phenylalanine and tyrosine metabolism. It is characterized by an accumulation of homogentisic acid and its oxidation products, possibly resulting into connective tissue damaging. "Ochronosis" is a main feature, which is characterized by tissue discoloration and even alkaptonuric arthropathy. Cervical spine involvement is exceptional and there is a paucity of reports on surgical interventions in these patients. We explored the literature concerning cervical spine involvement in patients with alkaptonuria. PATIENTS AND METHODS: We performed a review of the literature, in which patients with alkaptonuric degenerative changes of the cervical spine were examined. Articles were obtained from MEDLINE. Search terms included: "cervical", "alkaptonuria", "alkaptonuric changes" and "black disc". Additional studies were identified by checking reference lists. Furthermore, we present the case of a 46 year old patient with critical cervical spinal canal stenosis who underwent C6-C7 anterior cervical microdiscectomy and interbody fusion, in order to prevent myelopathic changes. CARE statement guidelines were followed. RESULTS: Peroperatively, we did not encounter any macroscopic abnormalities of the skin, muscles or ligaments. A black discoloration of the nucleus pulposus was observed. Peroperative and postoperative course was uneventful. CONCLUSION: Alkaptonuric degenerative abnormalities most commonly involve the lumbar spine, although the cervical spine can be affected in rare cases. Most frequently, the diagnosis of alkaptonuria can be made based on the clinical phenotype many years before symptoms secondary to ochronotic arthropathy develop. A retrospective diagnosis based on peroperative black discoloration of spinal structures has been described. A black discoloration of the intervertebral disc should encourage the neurosurgeon to further explore the possibility of alkaptonuria, even in the absence of a clear phenotype. Surgical results are mostly satisfactory. Further studies are required in order to better understand this pathology and its postoperative course.
Subject(s)
Alkaptonuria , Cervical Vertebrae , Intervertebral Disc , Ochronosis , Humans , Middle Aged , Alkaptonuria/complications , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Diskectomy/methods , Intervertebral Disc/diagnostic imaging , Intervertebral Disc/pathology , Intervertebral Disc/surgery , Ochronosis/complications , Spinal Fusion/methods , Spinal Stenosis/surgery , Spinal Stenosis/diagnostic imagingABSTRACT
PURPOSE: This study aimed to evaluate the cervical sagittal profile after the spontaneous compensation of global sagittal imbalance and analyze the associations between the changes in cervical sagittal alignment and spinopelvic parameters. METHODS: In this retrospective radiographic study, we analyzed 90 patients with degenerative lumbar stenosis (DLS) and sagittal imbalance who underwent short lumbar fusion (imbalance group). We used 60 patients with DLS and sagittal balance as the control group (balance group). Patients in the imbalance group were also divided into two groups according to the preoperative PI: low PI group (≤ 50°), high PI group (PI > 50°). We measured the spinal sagittal alignment parameters on the long-cassette standing lateral radiographs of the whole spine. We compared the changes of spinal sagittal parameters between pre-operation and post-operation. We observed the relationships between the changes in cervical profile and spinopelvic parameters. RESULTS: Sagittal vertical axis (SVA) occurred spontaneous compensation (p = 0.000) and significant changes were observed in cervical lordosis (CL) (p = 0.000) and cervical sagittal vertical axis (cSVA) (p = 0.023) after surgery in the imbalance group. However, there were no significant differences in the radiographic parameters from pre-operation to post-operation in the balance group. The variations in CL were correlated with the variations in SVA (R = 0.307, p = 0.041). The variations in cSVA were correlated with the variations in SVA (R=-0.470, p = 0.001). CONCLUSION: Cervical sagittal profile would have compensatory changes after short lumbar fusion. The spontaneous decrease in CL would occur in patients with DLS after the spontaneous compensation of global sagittal imbalance following one- or two-level lumbar fusion. The changes of cervical sagittal profile were related to the extent of the spontaneous compensation of SVA.
Subject(s)
Cervical Vertebrae , Lordosis , Lumbar Vertebrae , Spinal Fusion , Spinal Stenosis , Humans , Spinal Fusion/adverse effects , Spinal Fusion/methods , Male , Female , Retrospective Studies , Aged , Middle Aged , Lumbar Vertebrae/surgery , Lumbar Vertebrae/diagnostic imaging , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Spinal Stenosis/surgery , Spinal Stenosis/diagnostic imaging , Lordosis/diagnostic imaging , Lordosis/surgery , Postural Balance/physiology , RadiographyABSTRACT
BACKGROUND: It was reported the paraspinal muscle played an important role in spinal stability. The preoperative paraspinal muscle was related to S1 screw loosening. But the relationship between preoperative and postoperative change of psoas major muscle (PS) and S1 pedicle screw loosening in degenerative lumbar spinal stenosis (DLSS) patients has not been reported. This study investigated the effects of preoperative and follow-up variations in the psoas major muscle (PS) on the first sacral vertebra (S1) screw loosening in patients with DLSS. METHODS: 212 patients with DLSS who underwent lumbar surgery were included. The patients were divided into the S1 screw loosening group and the S1 screw non-loosening group. Muscle parameters were measured preoperatively and at last follow-up magnetic resonance imaging. A logistic regression analysis was performed to investigate the risk factors for S1 screw loosening. RESULTS: The S1 screw loosening rate was 36.32% (77/212). The relative total cross-sectional areas and relative functional cross-sectional areas (rfCSAs) of the PS at L2-S1 were significantly higher after surgery. The increased rfCSA values of the PS at L3-S1 in the S1 screw non-loosening group were significantly higher than those in the S1 screw loosening group. The regression analysis showed male, lower CT value of L1 and longer segment fusion were independent risk factors for S1 screw loosening, and postoperative hypertrophy of the PS was a protective factor for S1 screw loosening. CONCLUSIONS: Compared to the preoperative muscle, the PS size increased and fatty infiltration decreased after surgery from L2-3 to L5-S1 in patients with DLSS after short-segment lumbar fusion surgery. Postoperative hypertrophy of the PS might be considered as a protective factor for S1 screw loosening. MRI morphometric parameters and postoperative selected exercise of PS for DLSS patients after posterior lumbar fusion surgery might contribute to improvement of surgical outcome.
Subject(s)
Lumbar Vertebrae , Pedicle Screws , Psoas Muscles , Spinal Fusion , Spinal Stenosis , Humans , Male , Spinal Stenosis/surgery , Spinal Stenosis/diagnostic imaging , Female , Lumbar Vertebrae/surgery , Lumbar Vertebrae/diagnostic imaging , Aged , Psoas Muscles/diagnostic imaging , Middle Aged , Follow-Up Studies , Spinal Fusion/instrumentation , Spinal Fusion/adverse effects , Magnetic Resonance Imaging , Sacrum/diagnostic imaging , Sacrum/surgery , Retrospective Studies , Risk Factors , Aged, 80 and over , Preoperative PeriodABSTRACT
BACKGROUND: Spinal cord stimulation (SCS) is an efficacious treatment for various refractory chronic pain syndromes. Serious complications including spinal cord compression (SCC) are rare with 19 previous reports which are mainly attributed to fibrotic scar tissue formation at the distal end of the leads at the location of the contacts. We report a case of SCC following SCS implantation at the lead entry location secondary to a delayed progression of spinal canal stenosis. CASE PRESENTATION: A patient in her early 70s underwent SCS implantation with adequate therapeutic benefit for approximately 2 years before citing complaints of increasing lower back pain and lower extremity radicular pain. Lumbar spine X-rays excluded lead migration as a causative factor. An MRI of the lumbar spine obtained 30 months following SCS implantation demonstrated a marked interval progression of central canal stenosis secondary to facet and ligamentous hypertrophy manifesting in compression of the spinal cord at the lead entry location. An L1-L2 decompressive laminectomy with hardware removal resulted in the resolution of her symptoms. A literature search conducted with the PubMed database identified previously published cases of SCC following SCS implantation which highlighted the rarity of this complication. CONCLUSION: Our case report urges physicians of SCS patients, noting a loss of therapeutic benefit with their device, to investigate new pathologies including SCC. Furthermore, our case highlights clinical symptoms and surgical treatments of SCC. Paddle leads are more commonly implicated in published cases of SCC than percutaneous leads. Lastly, MRI conditionality is critical to identifying cases of SCC.