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Hipp J, Grieco T, Newman P, Patel V, Reitman C. Reference Data for Diagnosis of Spondylolisthesis and Disc Space Narrowing Based on NHANES-II X-rays. Bioengineering (Basel) 2024; 11:360. [PMID: 38671782 PMCID: PMC11048070 DOI: 10.3390/bioengineering11040360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 03/28/2024] [Accepted: 04/04/2024] [Indexed: 04/28/2024] Open
Abstract
Robust reference data, representing a large and diverse population, are needed to objectively classify measurements of spondylolisthesis and disc space narrowing as normal or abnormal. The reference data should be open access to drive standardization across technology developers. The large collection of radiographs from the 2nd National Health and Nutrition Examination Survey was used to establish reference data. A pipeline of neural networks and coded logic was used to place landmarks on the corners of all vertebrae, and these landmarks were used to calculate multiple disc space metrics. Descriptive statistics for nine SPO and disc metrics were tabulated and used to identify normal discs, and data for only the normal discs were used to arrive at reference data. A spondylolisthesis index was developed that accounts for important variables. These reference data facilitate simplified and standardized reporting of multiple intervertebral disc metrics.
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Affiliation(s)
- John Hipp
- Medical Metrics, Houston, TX 77056, USA; (T.G.); (P.N.)
| | - Trevor Grieco
- Medical Metrics, Houston, TX 77056, USA; (T.G.); (P.N.)
| | | | - Vikas Patel
- Anschutz Medical Campus, University of Colorado, Aurora, CO 80045, USA;
| | - Charles Reitman
- Medical University of South Carolina, Charleston, SC 29425, USA;
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Foltz MH, Johnson CP, Truong W, Polly DW, Ellingson AM. Morphological alterations of lumbar intervertebral discs in patients with adolescent idiopathic scoliosis. Spine J 2024; 24:172-184. [PMID: 37611875 PMCID: PMC10843277 DOI: 10.1016/j.spinee.2023.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 07/26/2023] [Accepted: 08/13/2023] [Indexed: 08/25/2023]
Abstract
BACKGROUND CONTEXT Etiology of adolescent idiopathic scoliosis (AIS) is still unknown. Prior in vitro research suggests intervertebral disc pathomorphology as a cause for the initiation and progression of the spinal deformity, however, this has not been well characterized in vivo. PURPOSE To quantify and compare lumbar disc health and morphology in AIS to controls. STUDY DESIGN/SETTING Cross-sectional study. METHODS All lumbar discs were imaged using a 3T MRI scanner. T2-weighted and quantitative T2* maps were acquired. Axial slices of each disc were reconstructed, and customized scripts were used to extract outcome measurements: Nucleus pulposus (NP) signal intensity and location, disc signal volume, transition zone slope, and asymmetry index. Pearson's correlation analysis was performed between the NP location and disc wedge angle for AIS patients. ANOVAs were utilized to elucidate differences in disc health and morphology metrics between AIS patients and healthy controls. α=0.05. RESULTS There were no significant differences in disc health metrics between controls and scoliotic discs. There was a significant shift in the NP location towards the convex side of the disc in AIS patients compared to healthy controls, with an associated increase of the transition zone slope on the convex side. Additionally, with increasing disc wedge angle, the NP center migrated towards the convex side of the disc. CONCLUSIONS The present study elucidates morphological distinctions of intervertebral discs between healthy adolescents and those diagnosed with AIS. Discs in patients diagnosed with AIS are asymmetric, with the NP shifted towards the convex side, which was exacerbated by an increased disc wedge angle. CLINICAL SIGNIFICANCE Investigation of the MRI signal distribution (T2w and T2* maps) within the disc suggests an asymmetric pressure gradient shifting the NP laterally towards the convexity. Quantifying the progression of these morphological alterations during maturation and in response to treatment will provide further insight into the mechanisms of curve progression and correction, respectively.
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Affiliation(s)
- Mary H Foltz
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, University of Minnesota
| | - Casey P Johnson
- Department of Veterinary Clinical Sciences, University of Minnesota; Center for Magnetic Resonance Research, University of Minnesota
| | - Walter Truong
- Gillette Children's Specialty Healthcare; Department of Orthopedic Surgery, University of Minnesota
| | - David W Polly
- Department of Orthopedic Surgery, University of Minnesota
| | - Arin M Ellingson
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, University of Minnesota; Department of Orthopedic Surgery, University of Minnesota; Division of Physical Therapy, Department of Rehabilitation Medicine, University of Minnesota.
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Hamaguchi H, Kitagawa M, Sakamoto D, Katscher U, Sudo H, Yamada K, Kudo K, Tha KK. Quantitative Assessment of Intervertebral Disc Composition by MRI: Sensitivity to Diurnal Variation. Tomography 2023; 9:1029-1040. [PMID: 37218944 DOI: 10.3390/tomography9030084] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/11/2023] [Accepted: 05/12/2023] [Indexed: 05/24/2023] Open
Abstract
Whether diurnal variation exists in quantitative MRI indices such as the T1rho relaxation time (T1ρ) of the intervertebral disc (IVD) is yet to be explored. This prospective study aimed to evaluate the diurnal variation in T1ρ, apparent diffusion coefficient (ADC), and electrical conductivity (σ) of lumbar IVD and its relationship with other MRI or clinical indices. Lumbar spine MRI, including T1ρ imaging, diffusion-weighted imaging (DWI), and electric properties tomography (EPT), was conducted on 17 sedentary workers twice (morning and evening) on the same day. The T1ρ, ADC, and σ of IVD were compared between the time points. Their diurnal variation, if any, was tested for correlation with age, body mass index (BMI), IVD level, Pfirrmann grade, scan interval, and diurnal variation in IVD height index. The results showed a significant decrease in T1ρ and ADC and a significant increase in the σ of IVD in the evening. T1ρ variation had a weak correlation with age and scan interval, and ADC variation with scan interval. Diurnal variation exists for the T1ρ, ADC, and σ of lumbar IVD, which should be accounted for in image interpretation. This variation is thought to be due to diurnal variations in intradiscal water, proteoglycan, and sodium ion concentration.
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Affiliation(s)
- Hiroyuki Hamaguchi
- Laboratory for Biomarker Imaging Science, Graduate School of Biomedical Science and Engineering, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan
| | - Maho Kitagawa
- Laboratory for Biomarker Imaging Science, Graduate School of Biomedical Science and Engineering, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan
| | - Daiki Sakamoto
- Laboratory for Biomarker Imaging Science, Graduate School of Biomedical Science and Engineering, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan
| | - Ulrich Katscher
- Philips Research Laboratories, Roentgenstrasse 24-26, 22335 Hamburg, Germany
| | - Hideki Sudo
- Department of Orthopaedic Surgery, Hokkaido University Hospital, N14 W5, Kita-ku, Sapporo 060-8648, Japan
| | - Katsuhisa Yamada
- Department of Orthopaedic Surgery, Hokkaido University Hospital, N14 W5, Kita-ku, Sapporo 060-8648, Japan
| | - Kohsuke Kudo
- Department of Diagnostic Imaging, Hokkaido University Hospital, N14 W5, Kita-ku, Sapporo 060-8648, Japan
- Global Center for Biomedical Science and Engineering, Faculty of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan
| | - Khin Khin Tha
- Laboratory for Biomarker Imaging Science, Graduate School of Biomedical Science and Engineering, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan
- Global Center for Biomedical Science and Engineering, Faculty of Medicine, Hokkaido University, N15 W7, Kita-ku, Sapporo 060-8638, Japan
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Kazdal H, Kanat A, Ozdemir B, Ozdemir V, Guvercin AR. Does the anesthesia technique of cesarean section cause persistent low back pain after delivery? A retrospective analysis. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2022; 31:3640-3646. [PMID: 36197511 PMCID: PMC9533274 DOI: 10.1007/s00586-022-07388-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 08/14/2022] [Accepted: 09/12/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Cesarean sections (CS) under spinal anesthesia may lead to newly developed low back pain (LBP) after anesthesia. The cause of this pain is still unknown. This subject was investigated. METHODS The persistent LBP after the section was retrospectively analyzed in patients who were operated on under spinal or general anesthesia between January 1, 2018, and January 1, 2020. RESULT General anesthesia was used in 52 women, but 251 women were operated on under spinal anesthesia. Newly developed persistent LBP was detected in 57 (18,8%) of a total of 303 patients. Of those patients with LBP, general anesthesia was used in 14 of 52 (26,9%) patients, but 43 of 251 (17.1%) patients received spinal anesthesia. Baby weight after CS was the only variable associated with persistent LBP after 3 and 6 months (P < 0.05) in multiple logistic regression analysis. Patient age and anesthesia type were not associated with persistent LBP (P > 0.05). CONCLUSION This study shows anesthesia type as spinal or general was not associated with increased persistent LBP. Performing more spinal than general anesthesia in the cesarean section may be false data about the increased rate of LBP after CS.
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Affiliation(s)
- Hizir Kazdal
- Medical Faculty Department of Anesthesiology and Reanimation Rize, Recep Tayyip Erdogan University, Rize, Turkey
| | - Ayhan Kanat
- Medical Faculty, Department of Neurosurgery, Recep Tayyip Erdogan University, Rize, Turkey.
| | - Bulent Ozdemir
- Medical Faculty, Department of Neurosurgery, Recep Tayyip Erdogan University, Rize, Turkey
| | - Vacide Ozdemir
- School of Health, Department of Medical Nursing, Recep Tayyip Erdoğan University, Rize, Turkey
| | - Ali Riza Guvercin
- Medical Faculty, Department of Neurosurgery, Karadeniz Technical University, Trabzon, Turkey
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Wang N, Tang T, Zhang X, Xi Z, Li J, Xie L. Knowledge Areas and New Trends in Lumbar Disc Herniation Research: Bibliometrics and Knowledge Mapping Analysis. Indian J Orthop 2022; 56:1918-1936. [PMID: 36310554 PMCID: PMC9561481 DOI: 10.1007/s43465-022-00702-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 06/21/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To determine the coalitions and impact of authors, countries, institutions, and journals, evaluate the knowledge base, find the hotspot trends, and identify the emerging topics in lumbar disc herniation (LDH). METHOD The articles related to LDH were obtained from the Web of Science Core Collection on August 21, 2021. Two scientometric software (CiteSpace 5.8.R.1 and VOSviewer 1.6.17) were used to perform bibliometric and knowledge-map analysis. RESULTS From the set parameters, 4642 articles were included in the literature. Although the total number of publications fluctuated between 2001 and 2020, a general trend toward increase was observed. Respectively, the most productive country and institution in the field were the United States and Wooridul Spine Hospital. The most active and cited authors were Lee and Weinstein. Spine was the most impactful and cited journal. Weinstein (JAMA 296:2441-2450, 2006) had the highest number of co-citations and Weinstein(N Engl J Med 358:794-810, 2008) had the highest number of citations. The keyword "low back pain" was ranked first for frequency and total link strength, whereas "risk factor" was ranked first for centrality. Topics including pathogenesis (disc herniation), examination methods (MRI), treatment methods (non-surgical treatment, surgical treatment), surgical options (laminectomy, discectomy), clinical observations (double-blind, efficacy, outcome, learning curve), and evaluation of efficacy (meta-analysis) of LDH have been the focus of leading-edge research in 2001-2020. CONCLUSION Using bibliometric methods, this study mapped the knowledge map of LDH research in the past 20 years. The study identifies existing trends to provide a framework for further research.
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Affiliation(s)
- Nan Wang
- Department of Spine Surgery, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028 People’s Republic of China
| | - Tian Tang
- Department of Spine Surgery, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028 People’s Republic of China
| | - Xiaoyu Zhang
- Department of Spine Surgery, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028 People’s Republic of China
| | - Zhipeng Xi
- Department of Spine Surgery, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028 People’s Republic of China
| | - Jingchi Li
- Department of Spine Surgery, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028 People’s Republic of China
| | - Lin Xie
- Department of Spine Surgery, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028 People’s Republic of China
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Martin JT, Wesorick B, Oldweiler AB, Kosinski AS, Goode AP, DeFrate LE. In vivo fluid transport in human intervertebral discs varies by spinal level and disc region. JOR Spine 2022; 5:e1199. [PMID: 35783907 PMCID: PMC9238288 DOI: 10.1002/jsp2.1199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 03/14/2022] [Accepted: 03/16/2022] [Indexed: 12/25/2022] Open
Abstract
Background The lumbar discs are large, dense tissues that are primarily avascular, and cells residing in the central region of the disc are up to 6-8 mm from the nearest blood vessel in adults. To maintain homeostasis, disc cells rely on nutrient transport between the discs and adjacent vertebrae. Thus, diminished transport has been proposed as a factor in age-related disc degeneration. Methods In this study, we used magnetic resonance imaging (MRI) to quantify diurnal changes in T2 relaxation time, an MRI biomarker related to disc hydration, to generate 3D models of disc fluid distribution and determine how diurnal changes in fluid varied by spinal level. We recruited 10 participants (five males/five females; age: 21-30 years; BMI: 19.1-29.0 kg/m2) and evaluated the T2 relaxation time of each disc at 8:00 AM and 7:00 PM, as well as degeneration grade (Pfirrmann). We also measured disc height, volume, and perimeter in a subset of individuals as a preliminary comparison of geometry and transport properties. Results We found that the baseline (AM) T2 relaxation time and the diurnal change in T2 relaxation time were greatest in the cranial lumbar discs, decreasing along the lumbar spine from cranial to caudal. In cranial discs, T2 relaxation times decreased in each disc region (nucleus pulposus [NP], inner annulus fibrosus [IAF], and outer annulus fibrosus [OAF]), whereas in caudal discs, T2 relaxation times decreased in the NP but increased in the AF. Conclusions Fluid transport varied by spinal level, where transport was greatest in the most cranial lumbar discs and decreased from cranial to caudal along the lumbar spine. Future work should evaluate what level-dependent factors affect transport.
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Affiliation(s)
- John T. Martin
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Benjamin Wesorick
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
- Department of Biomedical EngineeringDuke UniversityDurhamNorth CarolinaUSA
| | - Alexander B. Oldweiler
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Andrzej S. Kosinski
- Duke Clinical Research InstituteDuke University School of MedicineDurhamNorth CarolinaUSA
- Department of Biostatistics and BioinformaticsDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Adam P. Goode
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
- Duke Clinical Research InstituteDuke University School of MedicineDurhamNorth CarolinaUSA
- Department of Population Health SciencesDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Louis E. DeFrate
- Department of Orthopaedic SurgeryDuke University School of MedicineDurhamNorth CarolinaUSA
- Department of Biomedical EngineeringDuke UniversityDurhamNorth CarolinaUSA
- Department of Mechanical Engineering and Materials ScienceDuke UniversityDurhamNorth CarolinaUSA
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