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Hanberg JS, Ermann J, Katz JN. Modic Changes and Tumor Necrosis Factor Inhibition: Is the Door Shut? Arthritis Rheumatol 2025; 77:503-505. [PMID: 39622765 PMCID: PMC12040586 DOI: 10.1002/art.43068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 11/18/2024] [Accepted: 11/18/2024] [Indexed: 01/11/2025]
Affiliation(s)
- Jennifer S. Hanberg
- Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital Boston, MA
| | - Joerg Ermann
- Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital Boston, MA
- Harvard Medical School, Boston, MA
| | - Jeffrey N. Katz
- Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital Boston, MA
- Department of Orthopedic Surgery, Brigham and Women’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
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Zhu W, Yang Z, Zhou S, Zhang J, Xu Z, Xiong W, Liu P. Modic changes: From potential molecular mechanisms to future research directions (Review). Mol Med Rep 2025; 31:90. [PMID: 39918002 PMCID: PMC11836598 DOI: 10.3892/mmr.2025.13455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 01/14/2025] [Indexed: 02/13/2025] Open
Abstract
Low back pain (LBP) is a leading cause of disability worldwide. Although not all patients with Modic changes (MCs) experience LBP, MC is often closely associated with LBP and disc degeneration. In clinical practice, the focus is usually on symptoms related to MC, which are hypothesized to be associated with LBP; however, the link between MC and nerve compression remains unclear. In cases of intervertebral disc herniation, nerve compression is often the definitive cause of symptoms. Recent advances have shed light on the pathophysiology of MC, partially elucidating its underlying mechanisms. The pathogenesis of MC involves complex bone marrow‑disc interactions, resulting in bone marrow inflammation and edema. Over time, hematopoietic cells are gradually replaced by adipocytes, ultimately resulting in localized bone marrow sclerosis. This process creates a barrier between the intervertebral disc and the bone marrow, thereby enhancing the stability of the vertebral body. The latest understanding of the pathophysiology of MC suggests that chronic inflammation plays a significant role in its development and hypothesizes that the complement system may contribute to its pathological progression. However, this hypothesis requires further research to be confirmed. The present review we proposed a pathological model based on current research, encompassing the transition from Modic type 1 changes (MC1) to Modic type 2 changes (MC2). It discussed key cellular functions and their alterations in the pathogenesis of MC and outlined potential future research directions to further elucidate its mechanisms. Additionally, it reviewed the current clinical staging and pathogenesis of MC, recommended the development of an updated staging system and explored the prospects of integrating emerging artificial intelligence technologies.
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Affiliation(s)
- Weijian Zhu
- Department of Orthopedics, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430077, P.R. China
- Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Zhou Yang
- Department of Orthopedics, Hongxin Harmony Hospital, Li Chuan, Hubei 445400 P.R. China
| | - Sirui Zhou
- Department of Respiration, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430077, P.R. China
| | - Jinming Zhang
- Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Zhihao Xu
- Department of Hepatobiliary Surgery, Huaqiao Hospital, Jinan University, Guangzhou, Guangdong 510630, P.R. China
| | - Wei Xiong
- Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, P.R. China
| | - Ping Liu
- Department of Orthopedics, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430077, P.R. China
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Jacob L, Clouzeau A, Ostertag A, Petrover D, Vergnol JF, Morchoisne O, Pavan L, Landais M, Davergne T, Latourte A, Richette P, Beaudreuil J. Response to functional restoration in non-specific chronic low back pain with Modic type 1 changes. 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 2025; 34:1095-1106. [PMID: 39853357 DOI: 10.1007/s00586-025-08665-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 01/09/2025] [Accepted: 01/11/2025] [Indexed: 01/26/2025]
Abstract
PURPOSE Little information exists on the potential differential response to functional restoration between non-specific chronic low back pain (NSCLBP) individuals with and those without Modic type 1 changes. Therefore, this case-control study investigated the response profile of NSCLBP patients with and without Modic type 1 changes undergoing functional restoration. METHODS The present study included patients participating in a functional restoration program (day-hospital program lasting five weeks) at a French tertiary care center from 2009 to 2019. Each case with Modic type 1 changes was matched to one to two controls without Modic type 1 changes by sex, working incapacity, and lumbar spine surgery history. The primary effectiveness outcome was the Quebec Back Pain Disability Scale (QBPDS) score (0-100, with higher scores indicating higher disability). There were multiple secondary outcomes, such as subjective improvement and return to work. RESULTS The study included 83 patients (cases: median [IQR] age 47.8 [11.6] years, 77.4% women; controls: median [IQR] age 46.0 [16.2] years, 75.0% women). At three months, there were no statistically significant differences between cases and controls in the QBPDS score (34.0 versus 31.5), subjective improvement (67.7% versus 69.2%), return to work in those who were not working at the inclusion (72.7% versus 52.6%), and the consumption of different analgesics. CONCLUSION The response profile of NSCLBP adults undergoing functional restoration did not statistically differ between the groups with and without Modic type 1 changes. These findings suggest that patients may benefit from such a program irrespective of their Modic type 1 status.
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Affiliation(s)
- Louis Jacob
- Department of Physical Medicine and Rehabilitation, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France.
- Epidemiology of Ageing and Neurodegenerative Diseases, UMR U1153, INSERM, Université Paris Cité, Paris, France.
- Research and Development Unit, Parc Sanitari Sant Joan de Déu, CIBERSAM, ISCIII, Sant Boi de Llobregat, Barcelona, Spain.
| | - Agathe Clouzeau
- Department of Physical Medicine and Rehabilitation, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Agnès Ostertag
- BIOSCAR, UMR-S 1132, INSERM, Université Paris Cité, Paris, France
| | - David Petrover
- Department of Rheumatology, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Jean-François Vergnol
- Department of Rheumatology, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Odile Morchoisne
- Department of Physical Medicine and Rehabilitation, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Léa Pavan
- Department of Physical Medicine and Rehabilitation, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Marion Landais
- Department of Physical Medicine and Rehabilitation, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Thomas Davergne
- Department of Physical Medicine and Rehabilitation, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Augustin Latourte
- BIOSCAR, UMR-S 1132, INSERM, Université Paris Cité, Paris, France
- Department of Rheumatology, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Pascal Richette
- BIOSCAR, UMR-S 1132, INSERM, Université Paris Cité, Paris, France
- Department of Rheumatology, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
| | - Johann Beaudreuil
- Department of Physical Medicine and Rehabilitation, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
- BIOSCAR, UMR-S 1132, INSERM, Université Paris Cité, Paris, France
- Department of Rheumatology, Lariboisière-Fernand Widal Hospital, Assistance Publique- Hôpitaux de Paris (AP-HP), Université Paris Cité, Paris, France
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Ueshima T, Endo K, Nishimura H, Sawaji Y, Suzuki H, Aihara T, Murata K, Konishi T, Kusakabe T, Yamauchi H, Matsubayashi J, Yamamoto K. Magnetic resonance imaging findings in patients with dropped head syndrome. J Orthop Sci 2025; 30:273-277. [PMID: 38705766 DOI: 10.1016/j.jos.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 03/04/2024] [Accepted: 04/17/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Dropped head syndrome (DHS) is difficult to diagnose only by clinical examination. Although characteristic images on X-rays of DHS have been studied, changes in soft tissue of the disease have remained largely unknown. Magnetic resonance imaging (MRI) is useful for evaluating soft tissue, and we therefore performed this study with the purpose of investigating the characteristic signal changes of DHS on MRI by a comparison with those of cervical spondylosis. METHODS The study involved 35 patients diagnosed with DHS within 6 months after the onset and 32 patients with cervical spondylosis as control. The signal changes in cervical extensor muscles, interspinous tissue, anterior longitudinal ligament (ALL) and Modic change on MRI were analyzed. RESULTS Signal changes of cervical extensor muscles were 51.4% in DHS and 6.3% in the control group, those of interspinous tissue were 85.7% and 18.8%, and those of ALL were 80.0% and 21.9%, respectively, suggesting that the frequency of signal changes of cervical extensor muscles, interspinous tissue and ALL was significantly higher in the DHS group (p < 0.05). The presence of Modic change of acute phase (Modic type I) was also significantly higher in the DHS group than in the control group (p < 0.001). CONCLUSION MRI findings of DHS within 6 months after the onset presented the characteristic signal changes in cervical extensor muscles, interspinous tissue, ALL and Modic change. Evaluation of MRI signal changes is useful for an objective evaluation of DHS.
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Affiliation(s)
- Tomoyuki Ueshima
- Department of Orthopedic Surgery, Tokyo Medical University, Japan.
| | - Kenji Endo
- Department of Orthopedic Surgery, Tokyo Medical University, Japan
| | | | - Yasunobu Sawaji
- Department of Orthopedic Surgery, Tokyo Medical University, Japan
| | - Hidekazu Suzuki
- Department of Orthopedic Surgery, Tokyo Medical University, Japan
| | - Takato Aihara
- Department of Orthopedic Surgery, Tokyo Medical University, Japan
| | - Kazuma Murata
- Department of Orthopedic Surgery, Tokyo Medical University, Japan
| | | | - Takuya Kusakabe
- Department of Orthopedic Surgery, Tokyo Medical University, Japan
| | - Hideya Yamauchi
- Department of Orthopedic Surgery, Tokyo Medical University, Japan
| | - Jun Matsubayashi
- Department of Anatomic Pathology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Kengo Yamamoto
- Department of Orthopedic Surgery, Tokyo Medical University, Japan
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Li C, Li D, Yao X, Sun S, Ren B, Han Y. Expression of lipid metabolism and cartilage degeneration-related factors in lumbar vertebral endplate Modic changes. Jt Dis Relat Surg 2025; 36:39-46. [PMID: 39719900 PMCID: PMC11734858 DOI: 10.52312/jdrs.2025.1870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 10/15/2024] [Indexed: 12/26/2024] Open
Abstract
OBJECTIVES This study aims to investigate the relationship between the expression of lipid metabolism and cartilage degeneration-related factors and Modic changes (MCs) of lumbar vertebral. PATIENTS AND METHODS This prospective study included a total of 10 patients (6 males, 4 females; mean age: 60.4±8.7 years; range 51 to 82 years) who underwent lumbar interbody fusion surgery due to degenerative lumbar diseases (MC group), and 10 control patients (4 males, 6 females; mean age: 49.7±9.8 years; range, 42 to 76 years) with lumbar burst fractures (nonMC group) between January 2020 and December 2022. Clinical imaging data and cartilage tissues were collected to observe cartilage characteristics and pathological changes. The relative expression levels of lipid metabolism-related inflammatory factors matrix metalloproteinase-1 (MMP-1), a disintegrin and metalloproteinase with thromboSpondin motifs-5 (ADAMTS-5), and aggrecan in cartilage were detected by quantitative polymerase chain reaction (qPCR). The relative expression levels of MMP-1 and ADAMTS-5 proteins in cartilage tissues were detected by Western blotting. RESULTS There were no significant differences in the baseline characteristics between the two groups. The color and transparency of the endplate cartilage in the control group were significantly better than those in the MCs group. Radiographic and hematoxylin-eosin staining of the endplate cartilage tissues showed that the extracellular matrix was higher in the control group than in the MCs group (p<0.05). Compared to the control group, qPCR analysis showed higher expression of MMP-1 and ADAMTS-5 in the MCs group, while aggrecan expression was lower (p<0.05). Western blot analysis showed that both MMP-1 and ADAMTS-5 expression were higher in the MCs group than in the control group (p<0.05). CONCLUSION Lipid metabolism and cartilage degeneration-related inflammatory factors exist in the vertebral endplate of the patients with degenerative lumbar diseases, and the upregulation of MMP-1 and ADAMTS-5 may be related to MCs and endplate degeneration.
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Affiliation(s)
| | | | | | | | | | - Ye Han
- Department of Orthopaedic Surgery, Affiliated Hospital of Hebei University, No. 212, Yuhua East Road, Baoding 071030, Hebei, China.
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Rajasekaran S, Ramachandran K, K S SVA, Kanna RM, Shetty AP. From Modic to Disc Endplate Bone Marrow Complex - The Natural Course and Clinical Implication of Vertebral Endplate Changes. Global Spine J 2025; 15:196-209. [PMID: 39090550 PMCID: PMC11571513 DOI: 10.1177/21925682241271440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/01/2024] [Accepted: 07/23/2024] [Indexed: 08/04/2024] Open
Abstract
STUDY DESIGN Review article. OBJECTIVES A review of literature on the epidemiology, natural course, pathobiology and clinical implications of vertebral endplate changes. METHODS A literature search was performed using the Cochrane Database of Systematic Reviews, EMBASE, and PubMed. Studies published over the last 10 years were analysed. The searches were performed using Medical Subject Headings terms, and the subheadings used were "Vertebral endplate changes", "Modic changes", "Disc Endplate Bone Marrow complex". RESULTS The disc, endplate (EP), and bone marrow region of the spine constitute a unified morphological and functional unit, with isolated degeneration of any one structure being uncommon. Disc degeneration causes endplate defects, which result in direct communication and a constant cross-talk between the disc and the vertebral body. This may result in a persistent inflammatory state of the vertebral bone marrow, serving as a major pain generator. This review article focuses on vertebral endplate changes and how the current understanding has progressed from the Modic classification to the Disc Endplate Bone Marrow complex classification. It provides a clear portrayal of the natural course of these alterations and their clinical implications in low back pain. CONCLUSIONS In light of the heightened interest and current prominence of vertebral endplate changes within the spine community, we must progress beyond the Modic changes to achieve a comprehensive understanding. The DEBM complex classification will play a major part in disc degeneration research and clinical care, representing a considerable advancement in our understanding of the vertebral endplate changes over the classical Modic changes.
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Affiliation(s)
| | | | | | - Rishi M. Kanna
- Department of Spine Surgery, Ganga Hospital, Coimbatore, India
| | - Ajoy P. Shetty
- Department of Spine Surgery, Ganga Hospital, Coimbatore, India
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Gopalakrishnan S, Far R, Veilleux C, Swamy G, Yang MMH. Delayed percutaneous intradiscal hydrogel herniation causing neurological injury after minor trauma: illustrative case. JOURNAL OF NEUROSURGERY. CASE LESSONS 2024; 8:CASE24394. [PMID: 39622019 PMCID: PMC11616144 DOI: 10.3171/case24394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 09/12/2024] [Indexed: 12/06/2024]
Abstract
BACKGROUND Percutaneous intradiscal hydrogel injection has been used to treat low-back pain (LBP) due to degenerative disc disease with or without mild radicular pain. Complications from these procedures are underreported. In this case lesson, the authors present a rare case of a patient with herniated intradiscal hydrogel following a minor trauma leading to neurological injury. OBSERVATIONS A 36-year-old female who had been previously treated with L4-5 and L5-S1 intradiscal hydrogel injections for LBP presented with painful, progressive right-sided lower-extremity weakness after experiencing a twisting trauma. Cross-sectional imaging results revealed a herniated hydrogel-based disc implant in the spinal canal. She underwent an urgent L4-5 laminectomy for decompression and removal of the herniated implant. A large annular defect was noted. Postoperatively, she had resolution of her right leg pain but experienced persistent right foot drop requiring an ankle-foot orthosis. LESSONS Herniated intradiscal hydrogel implants can lead to permanent neurological injury. While the risk factors for hydrogel herniation have not been elucidated, they can be related to pre-existing disruptions to the annulus and/or posterior longitudinal ligament, excess volume of hydrogel injection, and insufficient fixation time. Further research is needed to determine the safety and efficacy of this technology. https://thejns.org/doi/10.3171/CASE24394.
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Affiliation(s)
- Sowmya Gopalakrishnan
- Section of Neurosurgery, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Rena Far
- Section of Neurosurgery, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Catherine Veilleux
- Section of Neurosurgery, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Ganesh Swamy
- Section of Orthopedic Surgery, Department of Surgery, University of Calgary, Calgary, Alberta, Canada
| | - Michael M. H. Yang
- Section of Neurosurgery, Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
- Department or Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- O’Brien Institute of Public Health, University of Calgary, Calgary, Alberta, Alberta
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Astur N, Martins DE, Kanas M, Doi AM, Martino MDV, Filho ENK, Wajchenberg M, Lenza M. Bacterial identification in herniated intervertebral discs: a prospective cohort study. Spine J 2024; 24:1910-1921. [PMID: 38843958 DOI: 10.1016/j.spinee.2024.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 05/07/2024] [Accepted: 05/28/2024] [Indexed: 06/22/2024]
Abstract
BACKGROUND CONTEXT Reports of Cutibacterium acnes isolated in cultures of intervertebral disc samples suggest it as possibly responsible for inflammatory conditions causing Modic changes on spinal magnetic resonance imaging (MRI). PURPOSE Our objective was to investigate the prevalence of C. acnes in samples of intervertebral disc of patients with lumbar disc herniation; to investigate prognostic factors and the relationship of Modic changes with infection 1 year after microdiscectomy. STUDY DESIGN Prospective cohort study. PATIENT SAMPLE In this single-center study, patients consecutively operated on for disc herniation had samples of the disc, multifidus muscle and ligamentum flavum (as an indication of contamination) extracted for culture. OUTCOME MEASURES Age, sex, alcohol and tobacco consumption, body mass index; function, pain, and Modic chances in MRI before surgery and MRI 1 year later; rate of disc, muscle and ligament infection (primary outcome); diabetes and corticoid use (confoundings). METHODS The protruded disc, muscle and ligament samples were sent for culture analysis in up to 30 minutes. A subsample of 17 patients underwent next-generation sequencing (NGS) molecular analysis too. We performed descriptive analysis and comparison of groups of patients with and without infection or contamination using Student's t, Mann-Whitney, chi-square, or Fisher's exact tests as appropriate, and pre- and postsurgical comparisons with the Wilcoxon test. RESULTS From January 2018 to September 2019, 112 patients underwent open lumbar microdiscectomy, 67 (59.8%) men. Cultures showed 7 (6.3%) positive cases in the disc (2 with C. acnes), 3 (2.7%) in the ligament, and 12 (10, 7%) in muscle. No evidence of a difference in Modic alterations pre- or postoperatively was found between patients with and without positive culture 1 year after surgery. No association was found between culture positivity and functional or pain differences either. NGS results were all negative for C. acnes. CONCLUSIONS We identified infective bacterial presence in the herniated disc in less than 2% of patients with disc herniation. C. acnes was not identified in any disc microbiome analysis. No significant association was observed between positivity for tissue infection and any clinical prognostic factor.
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Affiliation(s)
- Nelson Astur
- Department of Orthopaedics and Traumatology, Hospital Israelita Albert Einstein, São Paulo, Brazil.
| | - Delio Eulalio Martins
- Department of Orthopaedics and Traumatology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Michel Kanas
- Department of Orthopaedics and Traumatology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - André Mario Doi
- Department of Orthopaedics and Traumatology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | | | - Marcelo Wajchenberg
- Department of Orthopaedics and Traumatology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Mario Lenza
- Department of Orthopaedics and Traumatology, Hospital Israelita Albert Einstein, São Paulo, Brazil
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Shi C, Fan Y, Huang X, Fan M, Zhao L, Zhang H, Ni S. Single-cell RNA sequencing reveals the differentiation and regulation of endplate cells in human intervertebral disc degeneration. Sci Rep 2024; 14:21414. [PMID: 39271714 PMCID: PMC11399435 DOI: 10.1038/s41598-024-71891-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 09/02/2024] [Indexed: 09/15/2024] Open
Abstract
Low back pain (LBP) is largely attributed to intervertebral disc degeneration (IVDD), of which the endplate changes are an important component. However, the alterations in cell fate and properties within the endplates during degeneration remain unknown. Here, we firstly performed the single-cell RNA-sequencing analysis (scRNA-seq) of the cells focusing on degenerative human endplates. By unsupervised clustering of the 8,534 single-cell based on the gene expression, we identified nine distinct cell types. We employed Gene ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis, and the single-cell regulatory network inference and clustering (SCENIC) to determine the enriched pathways and transcriptional activities across seven chondrocyte subpopulations. Furthermore, two cell fates of chondrocyte differentiation were found by trajectory analysis, one was enriched in inflammation-related genes, and the other was related to extracellular matrix (ECM). Additionally, the intercellular interactions of macrophages (MA) and chondrocytes, T cells/natural killer cells (T/NK) and chondrocytes were examined by ligand-receptor pairs analysis, showing the important regulative function of FN1 from MA and CD74 from T/NK during endplate degeneration. Overall, our findings provide novel perspectives on the endplate degeneration at the single-cell level and a whole-transcriptome size.
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Affiliation(s)
- Chenhao Shi
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Yonggang Fan
- School of Medicine, Nankai University, Tianjin, 300074, China
| | - Xiusheng Huang
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Mingzhe Fan
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Lantian Zhao
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Huafeng Zhang
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
| | - Shuangfei Ni
- Department of Orthopedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
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Ding S, Chen L, Fu C, Liu M, Yuan Y, Battié MC, Wang Y. Lumbar foraminal stenosis was associated with back pain and leg pain: epidemiological evidence from a population-based cohort. Neuroradiology 2024:10.1007/s00234-024-03391-2. [PMID: 38871880 DOI: 10.1007/s00234-024-03391-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 05/30/2024] [Indexed: 06/15/2024]
Abstract
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.
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Affiliation(s)
- Shuchen Ding
- Department of Orthopaedic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang, 310003, China
- Center of Orthopedics, The 903rd Hospital of People's Liberation Army, Hangzhou, Zhejiang, China
| | - Lunhao Chen
- Department of Orthopaedic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang, 310003, China
| | - Chudi Fu
- Center of Orthopedics, The 903rd Hospital of People's Liberation Army, Hangzhou, Zhejiang, China
| | - Miao Liu
- Department of Radiology, The 903rd Hospital of People's Liberation Army, Hangzhou, Zhejiang, China
| | - Ying Yuan
- Department of Orthopaedic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang, 310003, China
| | - Michele C Battié
- Faculty of Health Sciences, School of Physical Therapy, Western University, London, ON, Canada
| | - Yue Wang
- Department of Orthopaedic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang, 310003, China.
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Murrad K, Al Harbi Y, Alsabbagh LM, Alwehaibi K, Al Salhi R, Awwad W. Clinical Outcomes of the Transforaminal Lumbar Interbody Fusion Technique Among Patients With Low Back Pain Showing Type 1 Modic Changes on MRI. Cureus 2024; 16:e61745. [PMID: 38975543 PMCID: PMC11226235 DOI: 10.7759/cureus.61745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2024] [Indexed: 07/09/2024] Open
Abstract
Introduction The unilateral transforaminal lumbar interbody fusion (TLIF) signifies a different surgical method, circumventing both the anterior method and the method via the spinal canal. Due to the shortage of literature available for clinical outcomes and consequences post-TLIF, we undertook the current study to assess the TLIF technique's clinical outcomes among patients with low back pain showing type 1 Modic changes on MRI. Material and methods A cross-sectional study was conducted between January 2019 and March 2021. All patients included in the study had Modic type 1 change and disabling low back pain as the main complaint and/or leg pain. Data were collected on age, body mass index (BMI), gender, and other risk factors like diabetes mellitus, steroid use, and smoking. Pain intensity was evaluated using a visual analog scale (VAS) before and after surgery. A radiographic evaluation was also performed. Pre and post-operative pain scores and differences in disc height were assessed using the Wilcoxon rank sum test. A p-value of less than 0.05 was considered significant. Results The mean length of stay in the hospital was 4.3±1.61. The mean pre-operative lower back pain score was 8.78±0.79. The mean post-operative score was substantially lowered to 0.83±0.7. There was a significant difference between pre- and post-operative lumbar pain (p-value < 0.001). There was a significant increase in mean disc height from pre-operative (7.14 mm) to post-operative (11.02 mm) and also at one year (10.21 mm) with a p-value of <0.001. Of the patients, 82.14% did not have any complications, and 3.57% each had either delayed wound healing without any infection or transient post-operative radiculopathy that improved in six weeks. Conclusion TLIF procedure can be considered safe to provide anterior and posterior column support by adopting a unilateral posterior approach. The outcomes were favorable in terms of no prolonged length of stay, less blood loss, no mortality, reduction in the severity of pain, and improvement in disc height. However, the appropriate selection of patients for this technique is pivotal for the success of the procedure.
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Affiliation(s)
- Khalid Murrad
- Orthopaedic Surgery, King Saud University, Riyadh, SAU
| | | | | | | | | | - Waleed Awwad
- Orthopaedic Surgery, King Saud University, Riyadh, SAU
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Rolfsen MP, Gammelsrud KW, Espeland A, Bråten LC, Mjønes SB, Austevoll I, Dolatowski FC, Årrestad MB, Toppe MK, Orlien IE, Holberg-Petersen M, Fagerland M, Zwart JA, Storheim K, Hellum C. Bacterial growth in patients with low back pain and Modic changes: protocol of a multicentre, case-control biopsy study. BMJ Open 2024; 14:e082244. [PMID: 38719329 PMCID: PMC11086543 DOI: 10.1136/bmjopen-2023-082244] [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: 11/17/2023] [Accepted: 04/22/2024] [Indexed: 05/12/2024] Open
Abstract
INTRODUCTION Bacterial infection and Modic changes (MCs) as causes of low back pain (LBP) are debated. Results diverged between two randomised controlled trials examining the effect of amoxicillin with and without clavulanic acid versus placebo on patients with chronic LBP (cLBP) and MCs. Previous biopsy studies have been criticised with regard to methods, few patients and controls, and insufficient measures to minimise perioperative contamination. In this study, we minimise contamination risk, include a control group and optimise statistical power. The main aim is to compare bacterial growth between patients with and without MCs. METHODS AND ANALYSIS This multicentre, case-control study examines disc and vertebral body biopsies of patients with cLBP. Cases have MCs at the level of tissue sampling, controls do not. Previously operated patients are included as a subgroup. Tissue is sampled before antibiotic prophylaxis with separate instruments. We will apply microbiological methods and histology on biopsies, and predefine criteria for significant bacterial growth, possible contamination and no growth. Microbiologists, surgeons and pathologist are blinded to allocation of case or control. Primary analysis assesses significant growth in MC1 versus controls and MC2 versus controls separately. Bacterial disc growth in previously operated patients, patients with large MCs and growth from the vertebral body in the fusion group are all considered exploratory analyses. ETHICS AND DISSEMINATION The Regional Committees for Medical and Health Research Ethics in Norway (REC South East, reference number 2015/697) has approved the study. Study participation requires written informed consent. The study is registered at ClinicalTrials.gov (NCT03406624). Results will be disseminated in peer-reviewed journals, scientific conferences and patient fora. TRIAL REGISTRATION NUMBER NCT03406624.
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Affiliation(s)
- Mads Peder Rolfsen
- Division of Orthopaedic Surgery, Oslo University Hospital Ullevål, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo Faculty of Medicine, Oslo, Norway
| | - Karianne Wiger Gammelsrud
- Department of Microbiology, Division of Laboratory Medicine, Oslo University Hospital, Oslo, Norway
- University of Oslo Faculty of Medicine, Oslo, Norway
| | - Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen Faculty of Medicine and Dentistry, Bergen, Norway
| | | | | | - Ivar Austevoll
- Kysthospitalet in Hagavik, Orthopedic Clinic, Haukeland University Hospital, Bergen, Norway
| | | | | | | | - Ingvild Elise Orlien
- Department of Microbiology, Division of Laboratory Medicine, Oslo University Hospital, Oslo, Norway
| | - Mona Holberg-Petersen
- Department of Microbiology, Division of Laboratory Medicine, Oslo University Hospital, Oslo, Norway
| | - Morten Fagerland
- Biostatistics & Epidemiology, Oslo University Hospital, Oslo, Norway
| | - John-Anker Zwart
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway
| | - Kjersti Storheim
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway
| | - Christian Hellum
- Division of Orthopaedic Surgery, Oslo University Hospital Ullevål, Oslo, Norway
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Li C, Gao W, Yao X, Tong T, Wang Y, Li W, Liu J, Zhou X, An J, Yu B, Wang L. The magnetic resonance imaging-based vertebral bone quality scoring system: A novel method to evaluate endplate changes in patients with primary single-level disk herniation and Modic changes. Jt Dis Relat Surg 2024; 35:257-266. [PMID: 38727103 PMCID: PMC11128952 DOI: 10.52312/jdrs.2024.1527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 01/27/2024] [Indexed: 05/29/2024] Open
Abstract
OBJECTIVES This study aimed to investigate differences in vertebral fat distribution and bone density between patients with and without Modic changes (MCs) using a magnetic resonance imaging (MRI)-based vertebral bone quality (VBQ) scoring system. PATIENTS AND METHODS In this retrospective study, 189 patients (95 males, 94 females; mean age: 54±2.2 years; range, 18 to 82 years) with primary single-level disk herniation were reviewed between June 2021 and June 2022. The patients were divided into the MC group (n=99) and the non-MC (NMC) group (n=90). The subcutaneous fat tissue thickness and bone mineral density were determined. The system consisted of two scores: the VBQ score, which reflected the fatty infiltration within the vertebral body, and the endplate bone quality (EBQ) score, which reflected the signal intensity (SI) of the upper and lower endplates. The EBQ score is a novel measurement that we introduced in this study. The VBQ and EBQ were measured and scored using MRI scans. The mean SI of the upper and lower endplates (endplate SI)/the bone marrow SI (marrow SI) was measured. RESULTS There was a considerable difference in subcutaneous fat tissue thickness between the MC and NMC groups (1.40 vs. 1.16 cm, p=0.01). The EBQ scores of the L4 and L5 vertebrae and endplate SI/marrow SI of all vertebral body levels were significantly higher in the MC group. CONCLUSION The occurrence of MCs in the lumbar spine may be associated with abnormal fat distribution. The distribution of vertebral fat in patients with MCs is distributed earlier in the upper and lower endplates of the vertebral body, and this trend is not observed in patients without MC. The thickness of subcutaneous fat tissue is a key factor in the occurrence of MCs.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Linfeng Wang
- The Third Hospital of Hebei Medical University 139 Ziqiang Street, Shijiazhuang 050051, Hebei, People's Republic of China.
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Zhao Z, Qi H, Wang C, Zhao A, Zu F, Zhang J, He M, Yuan H, Yang A, Wang C, Zhang D. Investigating the impact of cartilaginous endplate herniation on recovery from percutaneous endoscopic lumbar discectomy. J Orthop Surg Res 2024; 19:264. [PMID: 38664852 PMCID: PMC11044348 DOI: 10.1186/s13018-024-04746-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
OBJECTIVE This study aimed to evaluate the influence of herniation of cartilaginous endplates on postoperative pain and functional recovery in patients undergoing percutaneous endoscopic lumbar discectomy (PELD) for lumbar disc herniation (LDH). METHODS A retrospective analysis was conducted on 126 patients with LDH treated with PELD at the Third Hospital of Hebei Medical University from January 2021 to January 2022. Whether cartilaginous endplates had herniated was identified by analyzing these specific findings from MRI scans: posterior marginal nodes, posterior osteophytes, mid endplate irregularities, heterogeneous low signal intensity of extruded material, and Modic changes in posterior corners and mid endplates. Patients were assessed for postoperative pain using the Visual Analogue Scale (VAS) and functional recovery using the Oswestry Disability Index (ODI) and Modified MacNab criteria. Statistical analyses compared outcomes based on the presence of herniation of cartilaginous endplates. RESULTS Patients with herniation of cartilaginous endplates experienced higher pain scores early postoperatively but showed significant improvement in pain and functional status over the long term. The back pain VAS scores showed significant differences between the groups with and without herniation of cartilaginous endplates on postoperative day 1 and 1 month (P < 0.05). Leg pain VAS scores showed significant differences on postoperative day 1 (P < 0.05). Modic changes were significantly associated with variations in postoperative recovery, highlighting their importance in predicting patient outcomes. In patients with herniation of cartilaginous endplates, there were statistically significant differences in the back pain VAS scores at 1 month postoperatively and the ODI functional scores on postoperative day 1 between the groups with and without Modic changes (P < 0.05). There were no significant differences in the surgical outcomes between patients with and without these conditions regarding the Modified MacNab criteria (P > 0.05). CONCLUSION Herniation of cartilaginous endplates significantly affect early postoperative pain and functional recovery in LDH patients undergoing PELD. These findings emphasize the need for clinical consideration of these imaging features in the preoperative planning and postoperative management to enhance patient outcomes and satisfaction.
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Affiliation(s)
- Zenghui Zhao
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Hao Qi
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Chenchen Wang
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Anqi Zhao
- Hebei Medical University School of Basic Medical Sciences, Shijiazhuang, China
| | - Feiyu Zu
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Jianzhou Zhang
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Mengzi He
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Hongru Yuan
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Ao Yang
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Chenxi Wang
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China
| | - Di Zhang
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, China.
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Marcus JL, Westerhaus BD, Chernicki B, Giuffrida A. Basivertebral nerve ablation with concurrent lumbar laminotomy. BMJ Case Rep 2024; 17:e259695. [PMID: 38575334 PMCID: PMC11002411 DOI: 10.1136/bcr-2024-259695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2024] Open
Abstract
Lumbar radiculopathy due to impingement of nerve roots from facet hypertrophy and/or disc herniation can often coincide with vertebrogenic low back pain. This is demonstrated on MRI with foraminal stenosis and Modic changes. We examine the potential of using a combination of basivertebral nerve ablation (BVNA) and lumbar laminotomy as an alternative to traditional spinal fusion in specific patient populations. This unique combination of surgical techniques has not been previously reported in the medical literature. We report a man in his late 30s with chronic low back pain and lumbar radiculopathy, treated with BVNA and concurrent laminotomy. The patient reported progressive improvements in his mobility and pain over the next 2 years. We discuss the advantages of using this technique for lumbar radiculopathy and Modic changes compared with conventional surgical modalities.
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Affiliation(s)
- Jason L Marcus
- Nova Southeastern University Dr Kiran C Patel College of Osteopathic Medicine, Clearwater, Florida, USA
- Cantor Spince Center, Interventional Spine, Paley Orthopedic & Spine Institute, Fort Lauderdale, Florida, USA
| | - Benjamin D Westerhaus
- Cantor Spince Center, Interventional Spine, Paley Orthopedic & Spine Institute, Fort Lauderdale, Florida, USA
| | - Brendan Chernicki
- Nova Southeastern University Dr Kiran C Patel College of Osteopathic Medicine, Clearwater, Florida, USA
| | - Anthony Giuffrida
- Cantor Spince Center, Interventional Spine, Paley Orthopedic & Spine Institute, Fort Lauderdale, Florida, USA
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16
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Udby PM, Modic M, Elmose S, Carreon LY, Andersen MØ, Karppinen J, Samartzis D. The Clinical Significance of the Modic Changes Grading Score. Global Spine J 2024; 14:796-803. [PMID: 35998235 PMCID: PMC11192140 DOI: 10.1177/21925682221123012] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Cross-sectional retrospective observational study. OBJECTIVE To evaluate the reliability and clinical utility of the Modic changes (MC) grading score. METHOD Patients from the Danish national spine registry, DaneSpine, scheduled for lumbar discectomy were identified. MRI of patients with MC were graded based on vertical height involvement: Grade A (<25%), Grade B (25%-50%), and Grade C (>50%). All MRIs were reviewed by 2 physicians to evaluate the reliability of the MC grade. RESULTS Of 213 patients included, 142 patients had MC, 71 with MC-1 and 71 with MC-2; 34% were Grade A, 45% were Grade B, and 21% were Grade C. MC grade demonstrated substantial intra-rater (κ = .68) and inter-rater (κ = .61) reliability. A significantly higher proportion (n = 40, 57%) of patients with MC-1 had a severe MC grade compared to patients with MC-2 (n = 30, 43%, P < .001). Severe MC grade was associated with the presence of severe lumbar disc degeneration (DD) (Pfirrmann grade = V, P = .024), worse preoperative ODI (52.49 vs 44.17, P = .021) and EQ-5D scores (.26 vs .46, P = .053). MC alone including type was not associated with a significant difference in patient-reported outcomes (P > .05). CONCLUSION The MC grade score was demonstrated to have substantial intra- and inter-observer reliability. Severe MC grade was associated with both severe DD and MC type, being more prevalent in patients with MC-1. The MC grade was also significantly associated with worse disability and reduced health-related quality of life. Results from the study suggest that MC grade is more clinically important than MC type.
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Affiliation(s)
- Peter M Udby
- Spine Unit, Department of Orthopedic Surgery, Zealand University Hospital, Koege, Denmark
- Spine Surgery and Research, Spine Center of Southern Denmark, Lillebaelt Hospital, Middelfart, Denmark
| | - Michael Modic
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Signe Elmose
- Spine Surgery and Research, Spine Center of Southern Denmark, Lillebaelt Hospital, Middelfart, Denmark
| | - Leah Y Carreon
- Spine Surgery and Research, Spine Center of Southern Denmark, Lillebaelt Hospital, Middelfart, Denmark
| | - Mikkel Ø Andersen
- Spine Surgery and Research, Spine Center of Southern Denmark, Lillebaelt Hospital, Middelfart, Denmark
| | - Jaro Karppinen
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
- Rehabilitation Services of South Karelia Social and Health Care District, Lappeenranta, Finland
| | - Dino Samartzis
- Department of Orthopaedic Surgery, Rush University Medical Center, Chicago, IL, USA
- International Spine Research and Innovation Initiative, Rush University Medical Center, Chicago, IL, USA
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17
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Aboushaala K, Chee AV, Toro SJ, Vucicevic R, Yuh C, Dourdourekas J, Patel IK, Espinoza-Orias A, Oh C, Al-Harthi L, Karppinen J, Goldberg EJ, Phillips FM, Colman M, Williams FMK, Borgia JA, Green S, Forsyth C, An HS, Samartzis D. Discovery of circulating blood biomarkers in patients with and without Modic changes of the lumbar spine: a preliminary 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 2024; 33:1398-1406. [PMID: 38451373 DOI: 10.1007/s00586-024-08192-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/30/2024] [Accepted: 02/11/2024] [Indexed: 03/08/2024]
Abstract
PURPOSE The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC). METHODS A cross-sectional sub-analyses of a prospective cohort was performed. Fasting blood samples were collected from patients with and without lumbar MC who had undergone spinal fusion or microdiscectomy. An 80-plex panel and CCL5/RANTES were used to assess preoperative plasma cytokine concentrations. Patient demographics and imaging phenotypes were also assessed. RESULTS Thirty-one subjects were analysed (n = 18 no MC; n = 13 MC). No significant differences were found in age, sex, body mass index, smoking and alcohol history, and surgical procedure (i.e. fusion, decompression) between the two groups (p > 0.05). Several statistically significant blood biomarkers in MC patients were identified, including elevated levels of C-C Motif Chemokine Ligand 5 (CCL5, p = 0.0006), while Macrophage Migration Inhibitory Factor (MIF) was significantly lower (p = 0.009). Additionally, C-X-C Motif Chemokine Ligand 5 (CXCL5, p = 0.052), Pentraxin 3 (PTX3, p = 0.06) and Galectin-3 (Gal-3, p = 0.07) showed potential relevance. Moreover, MC patients exhibited significantly higher levels of disc degeneration (p = 0.0001) and displacement severity (p = 0.020). Based on multivariate analyses and controlling for disc degeneration/displacement, CCL5 (OR 1.02; 95% CI 1.002-1.033; p = 0.028) and MIF (OR 0.60; 95% CI 0.382-0.951; p = 0.030) were independently associated with MC patients. CONCLUSION This "proof-of-concept" study is the first to identify specific and significantly circulating blood biomarkers associated with symptomatic patients with lumbar MC, independent of disc alterations of degeneration and/or bulges/herniations. Specifically, differences in CCL5 and MIF protein levels were significantly noted in MC patients compared to those without MC.
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Affiliation(s)
- Khaled Aboushaala
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Ana V Chee
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA.
| | - Sheila J Toro
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Rajko Vucicevic
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Catherine Yuh
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Jake Dourdourekas
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Ishani K Patel
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Alejandro Espinoza-Orias
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Chundo Oh
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Lena Al-Harthi
- Department of Microbial Pathogens and Immunity, Rush Medical College, Chicago, IL, USA
| | - Jaro Karppinen
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Edward J Goldberg
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Frank M Phillips
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Matthew Colman
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Frances M K Williams
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
- Department of Twins Research and Genetic Epidemiology, King's College, London, UK
| | - Jeffrey A Borgia
- Departments of Anatomy & Cell Biology and Pathology, Rush Medical College, Chicago, IL, USA
| | - Stefan Green
- Department of Internal Medicine, Rush Medical College, Chicago, IL, USA
| | | | - Howard S An
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA
| | - Dino Samartzis
- Department of Orthopedic Surgery, Rush Medical College, 1611 W. Harrison St, Chicago, IL, 60612, USA.
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Yüksek M, Yokuş A, Arslan H, Canayaz M, Akdemir Z. The Success of Deep Learning Modalities in Evaluating Modic Changes. World Neurosurg 2024; 184:e354-e359. [PMID: 38296043 DOI: 10.1016/j.wneu.2024.01.129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 03/01/2024]
Abstract
BACKGROUND Modic changes are pathologies that are common in the population and cause low back pain. The aim of the study is to analyze the modic changes detected in magnetic resonance imaging (MRI) using deep learning modalities. METHODS The sagittal T1, sagittal and axial T2-weighted lumbar MRI images of 307 patients, of which 125 were female and 182 were male, aged 19-86 years, who underwent MRI examination between 2016-2021 were analyzed. Modic changes (MC) were categorized and marked according to signal changes. Our study consists of 2 independent stages: classification and segmentation. The categorized data were first classified using convolutional neural network (CNN) architectures such as DenseNet-121, DenseNet-169, and VGG-19. In the next stage, masks were removed by segmentation using U-Net, which is the CNN architecture, with image processing programs on the marked images. RESULTS During the classification stage, the success rates for modic type 1, type 2, and type 3 changes were 98%, 96%, 100% in DenseNet-121, 100%, 94%, 100% in DenseNet-169, and 98%, 92%, 97% in VGG-19, respectively. At the segmentation phase, the success rate was 71% with the U-Net architecture. CONCLUSIONS Evaluation of MRI findings of MC in the etiology of lower back pain with deep learning architectures can significantly reduce the workload of the radiologist by providing ease of diagnosis.
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Affiliation(s)
- Mehmet Yüksek
- Department of Radiology, Van Training and Research Hospital, Van, Turkey
| | - Adem Yokuş
- Department of Radiology, Faculty of Medicine, Van Yüzüncü Yıl University, Van, Turkey.
| | - Harun Arslan
- Department of Radiology, Faculty of Medicine, Van Yüzüncü Yıl University, Van, Turkey
| | - Murat Canayaz
- Department of Computer Engineering, Faculty of Engineering, Van Yüzüncü Yıl University, Van, Turkey
| | - Zülküf Akdemir
- Department of Radiology, Faculty of Medicine, Van Yüzüncü Yıl University, Van, Turkey
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Abel F, Altorfer FCS, Rohatgi V, Gibbs W, Chazen JL. Imaging of Discogenic and Vertebrogenic Pain. Radiol Clin North Am 2024; 62:217-228. [PMID: 38272616 DOI: 10.1016/j.rcl.2023.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Chronic low back pain is a major source of pain and disability globally involving multifactorial causes. Historically, intervertebral disc degeneration and disruption have been associated as primary back pain triggers of the anterior column, termed "discogenic pain." Recently, the vertebral endplates have been identified as another possible pain trigger of the anterior column. This "endplate-driven" model, defined "vertebrogenic pain," is often interconnected with disc degeneration. Diagnosis of vertebrogenic and discogenic pain relies on imaging techniques that isolate pain generators and exclude comorbid conditions. Traditional methods, like radiographs and discography, are augmented by more sensitive methods, including SPECT, CT, and MRI. Morphologic MRI is pivotal in revealing indicators of vertebrogenic (eg, Modic endplate changes) and discogenic pain (eg, disc degeneration and annular fissures). More advanced methods, like ultra-short-echo time imaging, and quantitative MRI further amplify MRI's accuracy in the detection of painful endplate and disc pathology. This review explores the pathophysiology of vertebrogenic and discogenic pain as well as the impact of different imaging modalities in the diagnosis of low back pain. We hope this information can help identify patients who may benefit from personalized clinical treatment and image-guided therapies.
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Affiliation(s)
- Frederik Abel
- Department of Radiology and Imaging, Hospital for Special Surgery, 535 East 70th Street, NY 10021, USA
| | - Franziska C S Altorfer
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th Street, NY 10021, USA; Department of Orthopedic Surgery, Balgrist University Hospital, University of Zurich, Forchstrasse 340, Zurich 8008, Switzerland
| | - Varun Rohatgi
- Department of Radiology, Weill Cornell Medicine, 525 East 68th Street, NY 10065, USA
| | - Wende Gibbs
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, 350 West Thomas Road, Phoenix, AZ 85013, USA
| | - Joseph Levi Chazen
- Department of Radiology and Imaging, Hospital for Special Surgery, 535 East 70th Street, NY 10021, USA.
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Bharadwaj UU, Chin CT, Majumdar S. Practical Applications of Artificial Intelligence in Spine Imaging: A Review. Radiol Clin North Am 2024; 62:355-370. [PMID: 38272627 DOI: 10.1016/j.rcl.2023.10.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Artificial intelligence (AI), a transformative technology with unprecedented potential in medical imaging, can be applied to various spinal pathologies. AI-based approaches may improve imaging efficiency, diagnostic accuracy, and interpretation, which is essential for positive patient outcomes. This review explores AI algorithms, techniques, and applications in spine imaging, highlighting diagnostic impact and challenges with future directions for integrating AI into spine imaging workflow.
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Affiliation(s)
- Upasana Upadhyay Bharadwaj
- Department of Radiology and Biomedical Imaging, University of California San Francisco, 1700 4th Street, Byers Hall, Suite 203, Room 203D, San Francisco, CA 94158, USA
| | - Cynthia T Chin
- Department of Radiology and Biomedical Imaging, University of California San Francisco, 505 Parnassus Avenue, Box 0628, San Francisco, CA 94143, USA.
| | - Sharmila Majumdar
- Department of Radiology and Biomedical Imaging, University of California San Francisco, 1700 4th Street, Byers Hall, Suite 203, Room 203D, San Francisco, CA 94158, USA
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Heggli I, Mengis T, Laux C, Opitz L, Herger N, Menghini D, Schuepbach R, Farshad-Amacker N, Brunner F, Fields A, Farshad M, Distler O, Dudli S. Low back pain patients with Modic type 1 changes exhibit distinct bacterial and non-bacterial subtypes. OSTEOARTHRITIS AND CARTILAGE OPEN 2024; 6:100434. [PMID: 38322145 PMCID: PMC10844677 DOI: 10.1016/j.ocarto.2024.100434] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 12/13/2023] [Accepted: 01/08/2024] [Indexed: 02/08/2024] Open
Abstract
Objectives Modic type 1 changes (MC1) are vertebral endplate bone marrow (BM) lesions observed on magnetic resonance images in sub-populations of chronic low back pain (CLBP) patients. The etiopathogenesis remains unknown and treatments that modify the underlying pathomechanisms do not exist. We hypothesized that two biological MC1 subtypes exist: a bacterial and a non-bacterial. This would have important implications for developing treatments targeting the underlying pathomechanisms. Methods Intervertebral disc (IVD) samples adjacent to MC1 (n = 34) and control (n = 11) vertebrae were collected from patients undergoing spinal fusion. Cutibacterium acnes (C.acnes) genome copy numbers (GCNs) were quantified in IVD tissues with 16S qPCR, transcriptomic signatures and cytokine profiles were determined in MC1 and control BM by RNA sequencing and immunoassay. Finally, we assessed if C.acnes GCNs are associated with blood plasma cytokines. Results IVD tissues from control levels had <870 C.acnes GCNs/gram IVD. MC1-adjacent IVDs had either "low" (<870) or "high" (>870) C.acnes GCNs. MC1 patients with "high" C.acnes GCNs had upregulated innate immune cell signatures (neutrophil, macrophage/monocyte) and pro-inflammatory cytokines related to neutrophil and macrophage/monocyte function in the BM, consistent with a host defense against bacterium. MC1 patients with "low" C.acnes GCNs had increased adaptive immune cell signatures (T-and B-cell) in the BM and elevated IL-13 blood plasma levels. Conclusion Our study provides the first evidence for the existence of bacterial (C.acnes "high") and non-bacterial (C.acnes "low") subtypes in MC1 patients with CLBP. This supports the need for different treatment strategies.
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Affiliation(s)
- I. Heggli
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, Balgrist Campus, University of Zurich, Zurich, Switzerland
| | - T. Mengis
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, Balgrist Campus, University of Zurich, Zurich, Switzerland
| | - C.J. Laux
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - L. Opitz
- Functional Genomics Center Zurich, University and ETH Zurich, Zurich, Zurich, Switzerland
| | - N. Herger
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, Balgrist Campus, University of Zurich, Zurich, Switzerland
| | - D. Menghini
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, Balgrist Campus, University of Zurich, Zurich, Switzerland
| | - R. Schuepbach
- Unit of Clinical and Applied Research, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - N.A. Farshad-Amacker
- Department of Radiology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - F. Brunner
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, Balgrist Campus, University of Zurich, Zurich, Switzerland
| | - A.J. Fields
- Department of Orthopaedic Surgery, University of California San Francisco, San Francisco, CA, USA
| | - M. Farshad
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - O. Distler
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, Balgrist Campus, University of Zurich, Zurich, Switzerland
| | - S. Dudli
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, Balgrist Campus, University of Zurich, Zurich, Switzerland
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Liu Y, Chen Q, Wang Y, He J. The area ratio of Modic changes has predictive value for postoperative surgical site infection in lumbar spine surgery: a retrospective study. BMC Musculoskelet Disord 2024; 25:137. [PMID: 38347482 PMCID: PMC10863181 DOI: 10.1186/s12891-024-07257-9] [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: 12/15/2023] [Accepted: 02/04/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND Increasing evidence suggests an association between Modic changes (MC) and subclinical infection and inflammatory reactions. However, the relationship between preoperative MC and surgical site infection (SSI) has not been fully explored. This study aims to investigate the correlation between MC and SSI. METHODS A retrospective analysis was conducted on patients (n = 646) who underwent single-level lumbar spine surgery for lower back pain in our hospital between 2018 and 2023. According to the Centers for Disease Control and Prevention (CDC) criteria, the patients were divided into an SSI group (n = 40) and a Non-SSI group (n = 606). Univariate analysis was performed to determine the statistical differences in variables between the two groups, and the variables with significant differences were included in a multivariable logistic regression analysis to identify independent risk factors for SSI. Receiver operating characteristic (ROC) curve analysis was performed on the independent risk factors. RESULTS The SSI group and the Non-SSI group exhibited significant differences in diabetes prevalence, MC prevalence, Total endplate score (TEPS) and area ratio of MC (P < 0.05). Age, gender, American Society of Anesthesiologists(ASA)score, hypertension, coronary heart disease (CHD), chronic obstructive pulmonary disease (COPD), MC classification, and the location of MC in the endplate showed no significant differences (P > 0.05). Multivariate binary logistic regression analysis was performed on the variables with significant differences, and the results indicated a significant correlation between TEPS (P = 0.009) and the area ratio of MC changes (P = 0.001) with SSI. ROC curve analysis was performed on the TEPS and area ratio of MC changes, and the results showed that the diagnostic value of TEPS (AUC: 0.641; CI: 0.522-0.759) is lower than the area ratio of MC (AUC: 0.722; CI: 0.621-0.824), and the combined diagnosis did not significantly improve the diagnostic value (AUC: 0.747; CI: 0.653-0.842). The area ratio of MC had moderate diagnostic value for SSI (AUC: 0.722; CI: 0.621-0.824), with a cut-off value of 24.62% determined by the Youden index (sensitivity: 69.2%; specificity: 73.1%), and for every 1% increase in the area ratio of MC changes, the risk of SSI in MC patients increased by 10.3% (OR = 1.103; CI: 1.044-1.167). CONCLUSION The area ratio MC and the TEPS are independent risk factors for SSI after lumbar spine surgery. The predictive value of the area ratio of MC is greater than TEPS, and when the two are combined, the predictive value is not significantly improved. When the rate of MC exceeds 24.62%, caution should be exercised regarding the occurrence of SSI.
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Affiliation(s)
- Yanhang Liu
- Department of Orthopedics, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637500, Sichuan, China
| | - Qian Chen
- Department of Orthopedics, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637500, Sichuan, China
| | - Yueran Wang
- Department of Orthopedics, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637500, Sichuan, China
| | - Jiangtao He
- Department of Orthopedics, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637500, Sichuan, China.
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Wirth B, Schweinhardt P. Personalized assessment and management of non-specific low back pain. Eur J Pain 2024; 28:181-198. [PMID: 37874300 DOI: 10.1002/ejp.2190] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 08/22/2023] [Accepted: 09/27/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND AND OBJECTIVE Low back pain (LBP), and in particular non-specific low back pain (NSLBP), which accounts for approximately 90% of LBP, is the leading cause of years lived with disability worldwide. In clinical trials, LBP is often poorly categorized into 'specific' versus 'non-specific' and 'acute' versus 'chronic' pain. However, a better understanding of the underlying pain mechanisms might improve study results and reduce the number of NSLBP patients. DATABASES AND DATA TREATMENT Narrative review. RESULTS NSLBP is a multi-dimensional, biopsychosocial condition that requires all contributing dimensions to be assessed and prioritized. Thereby, the assessment of the contribution of nociceptive, neuropathic and nociplastic pain mechanisms forms the basis for personalized management. In addition, psychosocial (e.g. anxiety, catastrophizing) and contextual factors (e.g. work situation) as well as comorbidities need to be assessed and individually weighted. Personalized treatment of NSLBP further requires individually choosing treatment modalities, for example, exercising, patient education, cognitive-behavioural advice, pharmacotherapy, as well as tailoring treatment within these modalities, for example, the delivery of tailored psychological interventions or exercise programs. As the main pain mechanism and psychosocial factors may vary over time, re-assessment is necessary and treatment success should ideally be assessed quantitatively and qualitatively. CONCLUSIONS The identification of the main contributing pain mechanism and the integration of the patients' view on their condition, including beliefs, preferences, concerns and expectations, are key in the personalized clinical management of NSLBP. In research, particular importance should be placed on accurate characterization of patients and on including outcomes relevant to the individual patient. SIGNIFICANCE STATEMENT Here, a comprehensive review of the challenges associated with the diagnostic label 'non-specific low back pain' is given. It outlines what is lacking in current treatment guidelines and it is summarized what is currently known with respect to individual phenotyping. It becomes clear that more research on clinically meaningful subgroups is needed to best tailor treatment approaches.
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Affiliation(s)
- Brigitte Wirth
- Department of Chiropractic Medicine, Integrative Spinal Research Group, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Petra Schweinhardt
- Department of Chiropractic Medicine, Integrative Spinal Research Group, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
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Liu G, Wang L, You S, Wang Z, Zhu S, Chen C, Ma X, Yang L, Zhang S, Yang Q. Automatic Detection and Classification of Modic Changes in MRI Images Using Deep Learning: Intelligent Assisted Diagnosis System. Orthop Surg 2024; 16:196-206. [PMID: 37933461 PMCID: PMC10782244 DOI: 10.1111/os.13894] [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: 06/09/2023] [Revised: 08/08/2023] [Accepted: 08/10/2023] [Indexed: 11/08/2023] Open
Abstract
OBJECTIVE Modic changes (MCs) are the most prevalent classification system for describing intravertebral MRI signal intensity changes. However, interpreting these intricate MRI images is a complex and time-consuming process. This study investigates the performance of single shot multibox detector (SSD) and ResNet18 network-based automatic detection and classification of MCs. Additionally, it compares the inter-observer agreement and observer-classifier agreement in MCs diagnosis to validate the feasibility of deep learning network-assisted detection of classified MCs. METHOD A retrospective analysis of 140 patients with MCs who underwent MRI diagnosis and met the inclusion and exclusion criteria in Tianjin Hospital from June 2020 to June 2021 was used as the internal dataset. This group consisted of 55 males and 85 females, aged 25 to 89 years, with a mean age of (59.0 ± 13.7) years. An external test dataset of 28 patients, who met the same criteria and were assessed using different MRI equipment at Tianjin Hospital, was also gathered, including 11 males and 17 females, aged 31 to 84 years, with a mean age of 62.7 ± 10.9 years. After Physician 1 (with 15 years of experience) annotated all MRI images, the internal dataset was imported into the deep learning model for training. The model comprises an SSD network for lesion localization and a ResNet18 network for lesion classification. Performance metrics, including accuracy, recall, precision, F1 score, confusion matrix, and inter-observer agreement parameter Kappa value, were used to evaluate the model's performance on the internal and external datasets. Physician 2 (with 1 year of experience) re-labeled the internal and external test datasets to compare the inter-observer agreement and observer-classifier agreement. RESULTS In the internal dataset, when models were utilized for the detection and classification of MCs, the accuracy, recall, precision and F1 score reached 86.25%, 87.77%, 84.92% and 85.60%, respectively. The Kappa value of the inter-observer agreement was 0.768 (95% CI: 0.656, 0.847),while observer-classifier agreement was 0.717 (95% CI: 0.589, 0.809).In the external test dataset, the model's the accuracy, recall, precision and F1 scores for diagnosing MCs reached 75%, 77.08%, 77.80% and 74.97%, respectively. The inter-observer agreement was 0.681 (95% CI: 0.512, 0.677), and observer-classifier agreement was 0.519 (95% CI: 0.290, 0.690). CONCLUSION The model demonstrated strong performance in detecting and classifying MCs, achieving high agreement with physicians in MCs diagnosis. These results suggest that deep learning models have the potential to facilitate the application of intelligent assisted diagnosis techniques in the field of spine research.
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Affiliation(s)
- Gang Liu
- Clinical School/College of OrthopaedicsTianjin Medical UniversityTianjinChina
- Department of Spine Surgery, Tianjin HospitalTianjin UniversityTianjinChina
| | - Lei Wang
- Department of Spine Surgery, Tianjin HospitalTianjin UniversityTianjinChina
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Health Sciences & Biomedical EngineeringHebei University of TechnologyTianjinChina
| | - Sheng‐nan You
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Health Sciences & Biomedical EngineeringHebei University of TechnologyTianjinChina
| | - Zhi Wang
- Department of Spine Surgery, Tianjin HospitalTianjin UniversityTianjinChina
| | - Shan Zhu
- Department of Spine Surgery, Tianjin HospitalTianjin UniversityTianjinChina
| | - Chao Chen
- Department of Spine Surgery, Tianjin HospitalTianjin UniversityTianjinChina
| | - Xin‐long Ma
- Department of Spine Surgery, Tianjin HospitalTianjin UniversityTianjinChina
| | - Lei Yang
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Health Sciences & Biomedical EngineeringHebei University of TechnologyTianjinChina
| | - Shuai Zhang
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Health Sciences & Biomedical EngineeringHebei University of TechnologyTianjinChina
| | - Qiang Yang
- Department of Spine Surgery, Tianjin HospitalTianjin UniversityTianjinChina
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Zerunian M, Pucciarelli F, Caruso D, De Santis D, Polici M, Masci B, Nacci I, Del Gaudio A, Argento G, Redler A, Laghi A. Fast high-quality MRI protocol of the lumbar spine with deep learning-based algorithm: an image quality and scanning time comparison with standard protocol. Skeletal Radiol 2024; 53:151-159. [PMID: 37369725 PMCID: PMC10661795 DOI: 10.1007/s00256-023-04390-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 06/13/2023] [Accepted: 06/13/2023] [Indexed: 06/29/2023]
Abstract
OBJECTIVE The objective of this study is to prospectively compare quantitative and subjective image quality, scanning time, and diagnostic confidence between a new deep learning-based reconstruction(DLR) algorithm and standard MRI protocol of lumbar spine. MATERIALS AND METHODS Eighty healthy volunteers underwent 1.5T MRI examination of lumbar spine from September 2021 to May 2023. Protocol acquisition comprised sagittal T1- and T2-weighted fast spin echo and short-tau inversion recovery images and axial multislices T2-weighted fast spin echo images. All sequences were acquired with both DLR algorithm and standard protocols. Two radiologists, blinded to the reconstruction technique, performed quantitative and qualitative image quality analysis in consensus reading; diagnostic confidence was also assessed. Quantitative image quality analysis was assessed by calculating signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR). Qualitative image quality analysis and diagnostic confidence were assessed with a five-point Likert scale. Scanning times were also compared. RESULTS DLR SNR was higher in all sequences (all p<0.001). CNR of the DLR was superior to conventional dataset only for axial and sagittal T2-weighted fast spin echo images (p<0.001). Qualitative analysis showed DLR had higher overall quality in all sequences (all p<0.001), with an inter-rater agreement of 0.83 (0.78-0.86). DLR total protocol scanning time was lower compared to standard protocol (6:26 vs 12:59 min, p<0.001). Diagnostic confidence for DLR algorithm was not inferior to standard protocol. CONCLUSION DLR applied to 1.5T MRI is a feasible method for lumbar spine imaging providing morphologic sequences with higher image quality and similar diagnostic confidence compared with standard protocol, enabling a remarkable time saving (up to 50%).
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Affiliation(s)
- Marta Zerunian
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Francesco Pucciarelli
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Damiano Caruso
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Domenico De Santis
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Michela Polici
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Benedetta Masci
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Ilaria Nacci
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Antonella Del Gaudio
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Giuseppe Argento
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Andrea Redler
- Orthopaedic Unit and Kirk Kilgour Sports Injury Centre, University of Rome "Sapienza" - Sant'Andrea University Hospital, Rome, Italy
| | - Andrea Laghi
- Department of Medical Surgical Sciences and Translational Medicine, University of Rome "Sapienza" Radiology Unit - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy.
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Li H, Yu L, Gao X, Yuan S, Tian Y, Wang L, Liu X. Novel Modic grading scoring system and its clinical validation: a preliminary investigation. 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 2024; 33:84-92. [PMID: 37955751 DOI: 10.1007/s00586-023-08003-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 10/01/2023] [Accepted: 10/14/2023] [Indexed: 11/14/2023]
Abstract
PURPOSE To propose a novel Modic grading scoring system and explore the relationship between the Modic grading score and disc degeneration, disc herniation, disc height, and clinical symptom scores. METHOD In total, 194 patients were included in the study. The new Modic grading scoring system included four indicators: invaded vertebral height, invaded endplate length, endplate morphology, and grade of endplate defects. The severity of Modic changes was visually quantified by numerical scores, and the kappa value was used to verify the interobserver and intraobserver reliability. Spearman correlation analysis was used to explore the relationship between the Modic grading score and intervertebral disc degeneration, disc herniation, disc height, and clinical symptom scores. RESULTS The interobserver and intraobserver reliability showed substantial to almost perfect agreement in the new Modic grading scoring system. The Modic grading score was positively correlated with intervertebral disc degeneration (r = 0.757, p < 0.001) and negatively correlated with the intervertebral disc height index (r = - 0.231, p < 0.001). There was no significant correlation between the Modic grading scoring system and disc herniation (r = 0.369, p = 0.249). Additionally, there was no significant correlation between the Modic grading score and the Japanese Orthopaedic Association score (r = - 0.349, p = 0.25), Oswestry Disability Index score (r = 0.246, p = 0.11), or visual analogue scale score (r = 0.315, p = 0.35). CONCLUSION The new Modic grading scoring system had good interobserver and intraobserver reliability. The Modic grading score was positively correlated with intervertebral disc degeneration and negatively correlated with the intervertebral disc height.
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Affiliation(s)
- Hao Li
- Department of Orthopedics, Qilu Hospital of Shandong University, Wenhua West Road 107#, Jinan, Shandong, 250012, People's Republic of China
- Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250012, People's Republic of China
| | - Liye Yu
- Department of Orthopedics, Qilu Hospital of Shandong University, Wenhua West Road 107#, Jinan, Shandong, 250012, People's Republic of China
- Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250012, People's Republic of China
| | - Xianlei Gao
- Department of Orthopedics, Qilu Hospital of Shandong University, Wenhua West Road 107#, Jinan, Shandong, 250012, People's Republic of China
| | - Suomao Yuan
- Department of Orthopedics, Qilu Hospital of Shandong University, Wenhua West Road 107#, Jinan, Shandong, 250012, People's Republic of China
| | - Yonghao Tian
- Department of Orthopedics, Qilu Hospital of Shandong University, Wenhua West Road 107#, Jinan, Shandong, 250012, People's Republic of China
| | - Lianlei Wang
- Department of Orthopedics, Qilu Hospital of Shandong University, Wenhua West Road 107#, Jinan, Shandong, 250012, People's Republic of China.
| | - Xinyu Liu
- Department of Orthopedics, Qilu Hospital of Shandong University, Wenhua West Road 107#, Jinan, Shandong, 250012, People's Republic of China.
- Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250012, People's Republic of China.
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Cina A, Haschtmann D, Damopoulos D, Gerber N, Loibl M, Fekete T, Kleinstück F, Galbusera F. Comparing image normalization techniques in an end-to-end model for automated modic changes classification from MRI images. BRAIN & SPINE 2023; 4:102738. [PMID: 38510635 PMCID: PMC10951698 DOI: 10.1016/j.bas.2023.102738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 11/07/2023] [Accepted: 12/20/2023] [Indexed: 03/22/2024]
Abstract
Introduction Modic Changes (MCs) are MRI alterations in spine vertebrae's signal intensity. This study introduces an end-to-end model to automatically detect and classify MCs in lumbar MRIs. The model's two-step process involves locating intervertebral regions and then categorizing MC types (MC0, MC1, MC2) using paired T1-and T2-weighted images. This approach offers a promising solution for efficient and standardized MC assessment. Research question The aim is to investigate how different MRI normalization techniques affect MCs classification and how the model can be used in a clinical setting. Material and methods A combination of Faster R-CNN and a 3D Convolutional Neural Network (CNN) is employed. The model first identifies intervertebral regions and then classifies MC types (MC0, MC1, MC2) using paired T1-and T2-weighted lumbar MRIs. Two datasets are used for model development and evaluation. Results The detection model achieves high accuracy in identifying intervertebral areas, with Intersection over Union (IoU) values above 0.7, indicating strong localization alignment. Confidence scores above 0.9 demonstrate the model's accurate levels identification. In the classification task, standardization proves the best performances for MC type assessment, achieving mean sensitivities of 0.83 for MC0, 0.85 for MC1, and 0.78 for MC2, along with balanced accuracy of 0.80 and F1 score of 0.88. Discussion and conclusion The study's end-to-end model shows promise in automating MC assessment, contributing to standardized diagnostics and treatment planning. Limitations include dataset size, class imbalance, and lack of external validation. Future research should focus on external validation, refining model generalization, and improving clinical applicability.
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Affiliation(s)
- Andrea Cina
- ETH Zürich, Department of Health Sciences and Technologies, Zürich, Switzerland
- Schulthess Klinik, Department of Teaching, Research and Development, Zürich, Switzerland
| | - Daniel Haschtmann
- Schulthess Klinik, Department of Spine Surgery and Neurosurgery, Zürich, Switzerland
| | | | - Nicolas Gerber
- Personalised Medicine Research, School of Biomedical and Precision Engineering, University of Bern, Switzerland
| | - Markus Loibl
- Schulthess Klinik, Department of Spine Surgery and Neurosurgery, Zürich, Switzerland
| | - Tamas Fekete
- Schulthess Klinik, Department of Spine Surgery and Neurosurgery, Zürich, Switzerland
| | - Frank Kleinstück
- Schulthess Klinik, Department of Spine Surgery and Neurosurgery, Zürich, Switzerland
| | - Fabio Galbusera
- Schulthess Klinik, Department of Teaching, Research and Development, Zürich, Switzerland
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Espeland A, Kristoffersen PM, Bråten LCH, Grøvle L, Grotle M, Haugen AJ, Rolfsen MP, Hellum C, Zwart JA, Storheim K, Assmus J, Vetti N. Longitudinal Relationship Between Reduced Modic Change Edema and Disability and Pain in Patients With Chronic Low Back Pain. Spine (Phila Pa 1976) 2023; 48:1699-1708. [PMID: 37759351 PMCID: PMC10662590 DOI: 10.1097/brs.0000000000004837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023]
Abstract
STUDY DESIGN Secondary analyses of a randomized trial [Antibiotics In Modic changes (MCs) study]. OBJECTIVE To assess whether or not reduced MC edema over time is related to reduced disability and pain in patients with chronic low back pain (LBP). SUMMARY OF BACKGROUND DATA It is not clear whether or not reduced MC edema implies improved clinical outcomes. PATIENTS AND METHODS Linear regression was conducted separately in 2 subgroups with MC edema at baseline on short tau inversion recovery (STIR) or T1/T2-weighted magnetic resonance imaging, respectively. Independent variable: reduced edema (yes/no) at 1 year on STIR or T1/T2-series, respectively. Dependent variable: 1-year score on the Roland-Morris Disability Questionnaire (RMDQ), Oswestry Disability Index (ODI), or 0 to 10 numeric rating scale for LBP intensity, adjusted for the baseline score, age, smoking, body mass index, physical workload, and baseline edema on STIR (STIR analysis only). Post hoc, we, in addition, adjusted all analyses for baseline edema on STIR, treatment group (amoxicillin/placebo), and prior disc surgery-or for disc degeneration. RESULTS Among patients with MC edema on STIR at baseline (n = 162), reduced edema on STIR was not significantly related to the RMDQ ( B : -1.0, 95% CI: -2.8, 0.8; P = 0.27), ODI ( B :-1.4, 95% CI: -5.4, 2.6; P = 0.50), or LBP intensity scores ( B : -0.05, 95% CI: -0.8, 0.7; P = 0.90) after 1 year. Among patients with MC edema on T1/T2-series at baseline (n = 116), reduced edema on T1/T2 ( i.e ., reduced volume of the type 1 part of MCs) was not significantly related to RMDQ ( B: -1.7, 95% CI: -3.8, 0.3; P = 0.10) or ODI score ( B : -2.3, 95% CI: -7.1, 2.5; P = 0.34) but was significantly related to LBP intensity at 1 year ( B : -0.9, 95% CI: -1.8, -0.04; P = 0.04; correlation coefficient: 0.24). The post hoc analyses supported these results. CONCLUSION Reduced MC edema over 1 year was not significantly associated with pain-related disability but was (on T1/T2-series) significantly but weakly related to reduced LBP intensity. LEVEL OF EVIDENCE Level 3.
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Affiliation(s)
- Ansgar Espeland
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Per Martin Kristoffersen
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Lars Christian Haugli Bråten
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Nydalen, Oslo, Norway
| | - Lars Grøvle
- Department of Rheumatology, Østfold Hospital Trust, Grålum, Norway
| | - Margreth Grotle
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Nydalen, Oslo, Norway
- Department of Rehabilitation Science and Health Technology, Centre for Intelligent Musculoskeletal Health, Oslo Metropolitan University, Oslo, Norway
| | | | - Mads Peder Rolfsen
- Faculty of Medicine, University of Oslo, Blindern, Oslo, Norway
- Department of Orthopedic Surgery, Oslo University Hospital, Nydalen, Oslo, Norway
| | - Christian Hellum
- Department of Orthopedic Surgery, Oslo University Hospital, Nydalen, Oslo, Norway
| | - John-Anker Zwart
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Nydalen, Oslo, Norway
- Faculty of Medicine, University of Oslo, Blindern, Oslo, Norway
| | - Kjersti Storheim
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Nydalen, Oslo, Norway
- Department of Rehabilitation Science and Health Technology, Centre for Intelligent Musculoskeletal Health, Oslo Metropolitan University, Oslo, Norway
| | - Jörg Assmus
- Centre for Clinical Research, Haukeland University Hospital, Bergen, Norway
| | - Nils Vetti
- Department of Radiology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
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Crump KB, Alminnawi A, Bermudez‐Lekerika P, Compte R, Gualdi F, McSweeney T, Muñoz‐Moya E, Nüesch A, Geris L, Dudli S, Karppinen J, Noailly J, Le Maitre C, Gantenbein B. Cartilaginous endplates: A comprehensive review on a neglected structure in intervertebral disc research. JOR Spine 2023; 6:e1294. [PMID: 38156054 PMCID: PMC10751983 DOI: 10.1002/jsp2.1294] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 09/15/2023] [Accepted: 09/26/2023] [Indexed: 12/30/2023] Open
Abstract
The cartilaginous endplates (CEP) are key components of the intervertebral disc (IVD) necessary for sustaining the nutrition of the disc while distributing mechanical loads and preventing the disc from bulging into the adjacent vertebral body. The size, shape, and composition of the CEP are essential in maintaining its function, and degeneration of the CEP is considered a contributor to early IVD degeneration. In addition, the CEP is implicated in Modic changes, which are often associated with low back pain. This review aims to tackle the current knowledge of the CEP regarding its structure, composition, permeability, and mechanical role in a healthy disc, how they change with degeneration, and how they connect to IVD degeneration and low back pain. Additionally, the authors suggest a standardized naming convention regarding the CEP and bony endplate and suggest avoiding the term vertebral endplate. Currently, there is limited data on the CEP itself as reported data is often a combination of CEP and bony endplate, or the CEP is considered as articular cartilage. However, it is clear the CEP is a unique tissue type that differs from articular cartilage, bony endplate, and other IVD tissues. Thus, future research should investigate the CEP separately to fully understand its role in healthy and degenerated IVDs. Further, most IVD regeneration therapies in development failed to address, or even considered the CEP, despite its key role in nutrition and mechanical stability within the IVD. Thus, the CEP should be considered and potentially targeted for future sustainable treatments.
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Affiliation(s)
- Katherine B. Crump
- Tissue Engineering for Orthopaedics & Mechanobiology, Bone & Joint Program, Department for BioMedical Research (DBMR), Medical FacultyUniversity of BernBernSwitzerland
- Department of Orthopaedic Surgery and Traumatology, InselspitalBern University Hospital, Medical Faculty, University of BernBernSwitzerland
- Graduate School for Cellular and Biomedical Sciences (GCB)University of BernBernSwitzerland
| | - Ahmad Alminnawi
- GIGA In Silico MedicineUniversity of LiègeLiègeBelgium
- Skeletal Biology and Engineering Research Center, KU LeuvenLeuvenBelgium
- Biomechanics Research Unit, KU LeuvenLeuvenBelgium
| | - Paola Bermudez‐Lekerika
- Tissue Engineering for Orthopaedics & Mechanobiology, Bone & Joint Program, Department for BioMedical Research (DBMR), Medical FacultyUniversity of BernBernSwitzerland
- Department of Orthopaedic Surgery and Traumatology, InselspitalBern University Hospital, Medical Faculty, University of BernBernSwitzerland
- Graduate School for Cellular and Biomedical Sciences (GCB)University of BernBernSwitzerland
| | - Roger Compte
- Twin Research & Genetic EpidemiologySt. Thomas' Hospital, King's College LondonLondonUK
| | - Francesco Gualdi
- Institut Hospital del Mar d'Investigacions Mèdiques (IMIM)BarcelonaSpain
| | - Terence McSweeney
- Research Unit of Health Sciences and TechnologyUniversity of OuluOuluFinland
| | - Estefano Muñoz‐Moya
- BCN MedTech, Department of Information and Communication TechnologiesUniversitat Pompeu FabraBarcelonaSpain
| | - Andrea Nüesch
- Division of Clinical Medicine, School of Medicine and Population HealthUniversity of SheffieldSheffieldUK
| | - Liesbet Geris
- GIGA In Silico MedicineUniversity of LiègeLiègeBelgium
- Skeletal Biology and Engineering Research Center, KU LeuvenLeuvenBelgium
- Biomechanics Research Unit, KU LeuvenLeuvenBelgium
| | - Stefan Dudli
- Center of Experimental RheumatologyDepartment of Rheumatology, University Hospital Zurich, University of ZurichZurichSwitzerland
- Department of Physical Medicine and RheumatologyBalgrist University Hospital, Balgrist Campus, University of ZurichZurichSwitzerland
| | - Jaro Karppinen
- Research Unit of Health Sciences and TechnologyUniversity of OuluOuluFinland
- Finnish Institute of Occupational HealthOuluFinland
- Rehabilitation Services of South Karelia Social and Health Care DistrictLappeenrantaFinland
| | - Jérôme Noailly
- BCN MedTech, Department of Information and Communication TechnologiesUniversitat Pompeu FabraBarcelonaSpain
| | - Christine Le Maitre
- Division of Clinical Medicine, School of Medicine and Population HealthUniversity of SheffieldSheffieldUK
| | - Benjamin Gantenbein
- Tissue Engineering for Orthopaedics & Mechanobiology, Bone & Joint Program, Department for BioMedical Research (DBMR), Medical FacultyUniversity of BernBernSwitzerland
- Department of Orthopaedic Surgery and Traumatology, InselspitalBern University Hospital, Medical Faculty, University of BernBernSwitzerland
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Creighton D, Fausone D, Swanson B, Young W, Nolff S, Ruble A, Hassan N, Soley E. Myofascial and discogenic origins of lumbar pain: A critical review. J Man Manip Ther 2023; 31:435-448. [PMID: 37503571 PMCID: PMC10642329 DOI: 10.1080/10669817.2023.2237739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 07/11/2023] [Indexed: 07/29/2023] Open
Abstract
The purpose of this three-part narrative review is to examine the anatomy of, and the research which supports, either the lumbar myofascia or intervertebral disc (IVD) as principal sources of our patient's low back pain. A comprehensive understanding of anatomical lumbar pain generators in combination with the current treatment-based classification system will further improve and enhance clinical decision-making skills. Section I reviews the anatomy of the spinal myofascia, myofascial sources of lumbar pain, and imaging of myofascial tissues. Part II reviews the anatomy of the IVD, examines the IVD as a potential lumbar pain generator, and includes detailed discussion on Nerve Growth Factor, Inflammatory Cytokines, Vertebral End Plates and Modic change, Annular tears, and Discogenic instability. Part III looks at the history of myofascial pain, lab-based research and myofascial pain, and various levels of discogenic pain provocation research including animal, laboratory and human subjects. Our review concludes with author recommendations on developing a comprehensive understanding of altered stress concentrations affecting the posterior annulus fibrosis, neo-innervation of the IVD, inflammatory cytokines, discogenic instability, and how this knowledge can complement use of the Treatment-Based Classification System.
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Mylenbusch H, Schepers M, Kleinjan E, Pol M, Tempelman H, Klopper-Kes H. Efficacy of stepped care treatment for chronic discogenic low back pain patients with Modic I and II changes. INTERVENTIONAL PAIN MEDICINE 2023; 2:100292. [PMID: 39239218 PMCID: PMC11372892 DOI: 10.1016/j.inpm.2023.100292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 09/07/2024]
Abstract
Objective This study investigated whether patients with Modic changes (MC) of types I, I/II, and II would respond to an anti-inflammatory-based, stepped care treatment with three treatment steps: first, oral administration of NSAIDs, 2 × 200 mg celecoxib daily for two weeks; second, an intradiscal steroid injection (ID) with dexamethasone and cefazolin; and third, oral treatment with antibiotics (AB), 3 × 1 g amoxicillin daily for 100 days. Design This was an observational clinical study based on analyses of categorical data of patient-reported outcome measurements. Subjects Subjects were consecutive patients with chronic low back pain (CLBP), diagnosed by assessment of anamnestic signs of inflammation; a pain score ≥6 on the Numeric Pain Rating Scale (NPRS); a mechanical assessment; MC I, I/II, or II based on MRI; and lack of response to conservative treatment. Methods From January 1, 2015, to December 31, 2021, 833 eligible patients were selected for the stepped care treatment. A total of 332 patients completed requested follow-up questionnaires at baseline and 12 months (optional at 3 and 6 months). Primary outcomes were pain (at least 50 % pain relief) and/or a minimum of 40 % improvement in functionality as measured by the Roland Morris Disability Questionnaire (RMDQ) or the Oswestry Disability Questionnaire (ODI). Secondary outcome measures were use of pain medication and return to work. Results At 1 year of follow-up, 179 (53.6 %) of 332 patients reported improvement according to the responder criteria. Of the 138 patients that had received only NSAIDs, 88 (63.8 %) had improved. In addition, 50 (56.8 %) of the 183 patients that had received ID had improved, and 41 (38.7 %) of the 106 patients treated with AB had improved. None of the patients reported complications. 12.0 % of patients using AB stopped preterm due to undesirable side effects. Conclusion Treatment with a stepped care model for inflammatory pain produced clinically relevant, positive reported outcomes on pain and/or function. Our stepped care model appears to be a useful, safe, and cost-saving treatment option that is easily reproducible. Further studies, including randomized controlled trials and analyses of subgroups, may help to develop a more patient-tailored approach and further avoidance of less-effective treatments and costs.
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Affiliation(s)
- Heidi Mylenbusch
- Stichting Rugpoli Twente, Veluwe, Brabant, Randstad - Multidisciplinary Center for Spine and Musculoskeletal Disorders, the Netherlands
| | - Michiel Schepers
- Stichting Rugpoli Twente, Veluwe, Brabant, Randstad - Multidisciplinary Center for Spine and Musculoskeletal Disorders, the Netherlands
| | - Elmar Kleinjan
- Stichting Rugpoli Twente, Veluwe, Brabant, Randstad - Multidisciplinary Center for Spine and Musculoskeletal Disorders, the Netherlands
| | - Marije Pol
- Stichting Rugpoli Twente, Veluwe, Brabant, Randstad - Multidisciplinary Center for Spine and Musculoskeletal Disorders, the Netherlands
| | - Henk Tempelman
- Stichting Rugpoli Twente, Veluwe, Brabant, Randstad - Multidisciplinary Center for Spine and Musculoskeletal Disorders, the Netherlands
| | - Hanneke Klopper-Kes
- Stichting Rugpoli Twente, Veluwe, Brabant, Randstad - Multidisciplinary Center for Spine and Musculoskeletal Disorders, the Netherlands
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Ling Z, Crane J, Hu H, Chen Y, Wan M, Ni S, Demehri S, Mohajer B, Peng X, Zou X, Cao X. Parathyroid hormone treatment partially reverses endplate remodeling and attenuates low back pain in animal models of spine degeneration. Sci Transl Med 2023; 15:eadg8982. [PMID: 37967203 DOI: 10.1126/scitranslmed.adg8982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 10/23/2023] [Indexed: 11/17/2023]
Abstract
Low back pain (LBP) is one of the most prevalent diseases affecting quality of life, with no disease-modifying therapy. During aging and spinal degeneration, the balance between the normal endplate (EP) bilayers of cartilage and bone shifts to more bone. The aged/degenerated bony EP has increased porosity because of osteoclastic remodeling activity and may be a source of LBP due to aberrant sensory innervation within the pores. We used two mouse models of spinal degeneration to show that parathyroid hormone (PTH) treatment induced osteogenesis and angiogenesis and reduced the porosity of bony EPs. PTH increased the cartilaginous volume and improved the mechanical properties of EPs, which was accompanied by a reduction of the inflammatory factors cyclooxygenase-2 and prostaglandin E2. PTH treatment furthermore partially reversed the innervation of porous EPs and reversed LBP-related behaviors. Conditional knockout of PTH 1 receptors in the nucleus pulposus (NP) did not abolish the treatment effects of PTH, suggesting that the NP is not the primary source of LBP in our mouse models. Last, we showed that aged rhesus macaques with spontaneous spinal degeneration also had decreased EP porosity and sensory innervation when treated with PTH, demonstrating a similar mechanism of PTH action on EP sclerosis between mice and macaques. In summary, our results suggest that PTH treatment could partially reverse EP restructuring during spinal regeneration and support further investigation into this potentially disease-modifying treatment strategy for LBP.
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Affiliation(s)
- Zemin Ling
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Department of Spinal Surgery, First Affiliated Hospital of Sun Yat-sen University, Guangzhou 51008, P. R. China
| | - Janet Crane
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Hao Hu
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Department of Spinal Surgery, First Affiliated Hospital of Sun Yat-sen University, Guangzhou 51008, P. R. China
| | - Yan Chen
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Department of Spinal Surgery, First Affiliated Hospital of Sun Yat-sen University, Guangzhou 51008, P. R. China
| | - Mei Wan
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Shuangfei Ni
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Shadpour Demehri
- Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Bahram Mohajer
- Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Xinsheng Peng
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Department of Spinal Surgery, First Affiliated Hospital of Sun Yat-sen University, Guangzhou 51008, P. R. China
| | - Xuenong Zou
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Department of Spinal Surgery, First Affiliated Hospital of Sun Yat-sen University, Guangzhou 51008, P. R. China
| | - Xu Cao
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
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Mengis T, Herger N, Heggli I, Devan J, Spirig JM, Laux CJ, Brunner F, Farshad M, Distler O, Dudli S. Bone marrow stromal cells in Modic type 1 changes promote neurite outgrowth. Front Cell Dev Biol 2023; 11:1286280. [PMID: 37965581 PMCID: PMC10641389 DOI: 10.3389/fcell.2023.1286280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 10/10/2023] [Indexed: 11/16/2023] Open
Abstract
The pain in patients with Modic type 1 changes (MC1) is often due to vertebral body endplate pain, which is linked to abnormal neurite outgrowth in the vertebral body and adjacent endplate. The aim of this study was to understand the role of MC1 bone marrow stromal cells (BMSCs) in neurite outgrowth. BMSCs can produce neurotrophic factors, which have been shown to be pro-fibrotic in MC1, and expand in the perivascular space where sensory vertebral nerves are located. The study involved the exploration of the BMSC transcriptome in MC1, co-culture of MC1 BMSCs with the neuroblastoma cell line SH-SY5Y, analysis of supernatant cytokines, and analysis of gene expression changes in co-cultured SH-SY5Y. Transcriptomic analysis revealed upregulated brain-derived neurotrophic factor (BDNF) signaling-related pathways. Co-cultures of MC1 BMSCs with SH-SY5Y cells resulted in increased neurite sprouting compared to co-cultures with control BMSCs. The concentration of BDNF and other cytokines supporting neuron growth was increased in MC1 vs. control BMSC co-culture supernatants. Taken together, these findings show that MC1 BMSCs provide strong pro-neurotrophic cues to nearby neurons and could be a relevant disease-modifying treatment target.
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Affiliation(s)
- Tamara Mengis
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zürich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
| | - Nick Herger
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zürich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
| | - Irina Heggli
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zürich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
| | - Jan Devan
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zürich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
| | - José Miguel Spirig
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
| | - Christoph J. Laux
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
| | - Florian Brunner
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
| | - Mazda Farshad
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
| | - Oliver Distler
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zürich, Switzerland
| | - Stefan Dudli
- Center of Experimental Rheumatology, Department of Rheumatology, University Hospital Zurich, University of Zurich, Zürich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zürich, Switzerland
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Kilpikoski S, Suominen EN, Repo JP, Häkkinen AH, Kyrölä K, Kautiainen H, Ylinen J. Comparison of magnetic resonance imaging findings among sciatica patients classified as centralizers or non-centralizers. J Man Manip Ther 2023; 31:358-367. [PMID: 36756675 PMCID: PMC10566442 DOI: 10.1080/10669817.2023.2174555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 01/22/2023] [Indexed: 02/10/2023] Open
Abstract
OBJECTIVE To compare if the degenerative findings from MRI differ between the sciatica patients classified as centralizers (CEN) and non-centralizers (Non-CEN) according to the McKenzie Method of mechanical diagnosis and therapy. STUDY DESIGN A cross-sectional study. METHODS Patients (N = 100) referred to a spine clinic of a single tertiary hospital for specialist consultation for sciatica. The McKenzie-based assessment was performed by the mechanical diagnosis and therapy-trained physiotherapists. Clinical data and prevalence of lumbar MRI findings were compared between the groups. RESULTS There was no significant difference in leg pain intensity between the groups. The Non-CEN had significantly more intense back pain, mean 56 (SD 30) and were more disabled 44 (SD 15) compared to the CEN mean 41 (SD 25) and mean 31 (11), measured with a visual analogue scale (0-100), and the Oswestry Disability Index (0-100), respectively. The CEN had more severe degenerative findings on MRI than the Non-CEN: vertebral end-plate changes were 63% and 43%; mean Pfirrmann's disc degeneration lumbar summary score was 12.8, and 10.6; and severity score of total damage was 12.0 and 10.1, respectively. There were differences neither in disc contour changes nor nerve root stenosis on MRI. CONCLUSIONS Sciatica patients classified as non-centralizers had significantly more severe back pain, and were significantly more disabled than centralizers, who instead had more severe degenerative findings on MRI. Thus, classification to non-centralizers by the McKenzie method seems not predict higher incidence of degenerative findings on MRI compared to centralizers.
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Affiliation(s)
- Sinikka Kilpikoski
- Department of Physical and Rehabilitation Medicine, Centra’ Finland Health Care District Hospital, Jyvaskyla, Finland
| | | | - Jussi P Repo
- Department of Orthopaedics and Traumatology, Tampere University Hospital, Tampere, Finland
| | - Arja H Häkkinen
- Faculty of Health Sciences, Univeristy of Jyväskylä, Jyväskylä, Finland
| | - Kati Kyrölä
- Consultant Surgeon Orthopaedics and Traumatology, Docent. Chief Orthopaedic Surgeon, Hospital NOVA, Central Finland Health Care District, Jyvaskyla, Finland
| | - Hannu Kautiainen
- Primary Health Care Unit, Kuopio University Hospital, Helsinki, Finland
| | - Jari Ylinen
- Department of Physical and Rehabilitation Medicine, Centra’ Finland Health Care District Hospital, Jyvaskyla, Finland
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Wang D, Lai A, Gansau J, Seifert AC, Munitz J, Zaheer K, Bhadouria N, Lee Y, Nasser P, Laudier DM, Holguin N, Hecht AC, Iatridis JC. Lumbar endplate microfracture injury induces Modic-like changes, intervertebral disc degeneration and spinal cord sensitization - an in vivo rat model. Spine J 2023; 23:1375-1388. [PMID: 37086976 PMCID: PMC10524828 DOI: 10.1016/j.spinee.2023.04.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 04/05/2023] [Accepted: 04/18/2023] [Indexed: 04/24/2023]
Abstract
BACKGROUND CONTEXT Endplate (EP) injury plays critical roles in painful IVD degeneration since Modic changes (MCs) are highly associated with pain. Models of EP microfracture that progress to painful conditions are needed to better understand pathophysiological mechanisms and screen therapeutics. PURPOSE Establish in vivo rat lumbar EP microfracture model and assess crosstalk between IVD, vertebra and spinal cord. STUDY DESIGN/SETTING In vivo rat EP microfracture injury model with characterization of IVD degeneration, vertebral remodeling, spinal cord substance P (SubP), and pain-related behaviors. METHODS EP-injury was induced in 5 month-old male Sprague-Dawley rats L4-5 and L5-6 IVDs by puncturing through the cephalad vertebral body and EP into the NP of the IVDs followed by intradiscal injections of TNFα (n=7) or PBS (n=6), compared with Sham (surgery without EP-injury, n=6). The EP-injury model was assessed for IVD height, histological degeneration, pain-like behaviors (hindpaw von Frey and forepaw grip test), lumbar spine MRI and μCT, and spinal cord SubP. RESULTS Surgically-induced EP microfracture with PBS and TNFα injection induced IVD degeneration with decreased IVD height and MRI T2 signal, vertebral remodeling, and secondary damage to cartilage EP adjacent to the injury. Both EP injury groups showed MC-like changes around defects with hypointensity on T1-weighted and hyperintensity on T2-weighted MRI, suggestive of MC type 1. EP injuries caused significantly decreased paw withdrawal threshold, reduced axial grip, and increased spinal cord SubP, suggesting axial spinal discomfort and mechanical hypersensitivity and with spinal cord sensitization. CONCLUSIONS Surgically-induced EP microfracture can cause crosstalk between IVD, vertebra, and spinal cord with chronic pain-like conditions. CLINICAL SIGNIFICANCE This rat EP microfracture model was validated to induce broad spinal degenerative changes that may be useful to improve understanding of MC-like changes and for therapeutic screening.
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Affiliation(s)
- Dalin Wang
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA; Department of Orthopaedics, Nanjing First Hospital, Nanjing Medical University, 68 Changle Road, Nanjing, Jiangsu 210006, China; Department of Orthopedic Surgery, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160, USA
| | - Alon Lai
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA
| | - Jennifer Gansau
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA
| | - Alan C Seifert
- Department of Radiology, Icahn School of Medicine at Mount Sinai, Leon and Norma Hess Center for Science and Medicine, 1470 Madison Avenue, 1st Floor, New York, NY 10029, USA
| | - Jazz Munitz
- Department of Radiology, Icahn School of Medicine at Mount Sinai, Leon and Norma Hess Center for Science and Medicine, 1470 Madison Avenue, 1st Floor, New York, NY 10029, USA
| | - Kashaf Zaheer
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA
| | - Neharika Bhadouria
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA; School of Mechanical Engineering, Purdue University, 610 Purdue Mall, West Lafayette, IN 47907, USA
| | - Yunsoo Lee
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA
| | - Philip Nasser
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA
| | - Damien M Laudier
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA
| | - Nilsson Holguin
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA
| | - Andrew C Hecht
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA
| | - James C Iatridis
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1188, New York, NY 10029 USA.
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Schnapp W, Martiatu K, Delcroix GJR. Basivertebral nerve ablation for the treatment of chronic low back pain in a community practice setting: 6 Months follow-up. NORTH AMERICAN SPINE SOCIETY JOURNAL 2023; 14:100201. [PMID: 36926532 PMCID: PMC10011817 DOI: 10.1016/j.xnsj.2023.100201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 12/28/2022] [Accepted: 01/18/2023] [Indexed: 01/30/2023]
Abstract
Background Strong innervation of the vertebral endplates by the basivertebral nerve makes it an ideal target for ablation in the treatment of vertebrogenic low back pain with Modic changes. This data represents the clinical outcomes for 16 consecutively treated patients in a community practice setting. Methods Basivertebral nerve ablations were performed on 16 consecutive patients by a single surgeon (WS) utilizing the INTRACEPT® device (Relievant Medsystems, Inc.). Evaluations were performed at baseline, 1 month, 3 months, and 6 months. The Oswestry Disability Index (ODI), Visual Analog Scale (VAS), and SF-36 were recorded in Medrio electronic data capture software. All patients (n = 16) completed the baseline, 1 month, 3 months, and 6 months follow-up. Results The ODI, VAS, and SF-36 Pain Component Summary showed statistically significant improvements above minimal clinically important differences at 1 month, 3 months, and 6 months (all p values <0.05). Change in ODI pain impact declined 13.1 points [95% CI: 0.01,27.2] at one month from baseline, 16.5 points [95% CI: 2.5,30.6] at three months from baseline, and 21.1 points [95% CI: 7.0,35.2] six-months from baseline. SF-36 Mental Component Summary also showed some improvements, but with significance only at 3 months (p = 0.0091). Conclusions Basivertebral nerve ablation appears to be a durable, minimally invasive treatment for the relief of chronic low back pain that can be successfully implemented in a community practice setting. To our knowledge, this is the first independently funded US study on basivertebral nerve ablation.
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Affiliation(s)
| | | | - Gaëtan J-R Delcroix
- Nova Southeastern University, College of Allopathic Medicine, Fort Lauderdale, FL, USA.,Neuroscience Associates, Key West, FL, USA
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Li Z, Gao X, Ding W, Li R, Yang S. Asymmetric distribution of Modic changes in patients with lumbar disc herniation. 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 2023; 32:1741-1750. [PMID: 36977942 DOI: 10.1007/s00586-023-07664-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 01/13/2023] [Accepted: 03/18/2023] [Indexed: 03/30/2023]
Abstract
PURPOSE This study aims to report a new distribution pattern of Modic changes (MCs) in patients with lumbar disc herniation (LDH) and investigate the prevalence, correlative factors and clinical outcomes of asymmetric Modic changes (AMCs). METHODS The study population consisted of 289 Chinese Han patients who were diagnosed with LDH and single-segment MCs from January 2017 to December 2019. Demographic, clinical and imagological information was collected. Lumbar MRI was performed to assess MCs and intervertebral discs. The visual analogue score (VAS) and Oswestry disability index (ODI) were evaluated in patients undergoing surgery preoperatively and at the final follow-up. Correlative factors contributing to AMCs were analysed by multivariate logistic regression. RESULTS The study population included 197 patients with AMCs and 92 patients with symmetric Modic changes (SMCs). The incidence of leg pain (P < 0.001) and surgical treatment (P = 0.027) in the AMC group was higher than that in the SMC group. The VAS of low back pain was lower (P = 0.048), and the VAS of leg pain was higher (P = 0.036) in the AMC group than in the SMC group preoperatively. Multivariate logistic regression analysis revealed that leg pain (OR = 2.169, 95% CI = 1.218 ~ 3.864) and asymmetric LDH (OR = 7.342, 95% CI = 4.170 ~ 12.926) were independently associated with AMCs. The receiver operating characteristic curve showed an AUC of 0.765 (P < 0.001). CONCLUSION AMCs were a more common phenomenon than SMCs in this study. The asymmetric and symmetric distribution of MCs was closely related to LDH position. AMCs were related to leg pain and higher pain levels. Surgery can achieve satisfactory clinical improvement for asymmetric and symmetric MCs.
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Affiliation(s)
- Zhaohui Li
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, 139 Ziqiang Road, Shijiazhuang, 050051, China
| | - Xianda Gao
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, 139 Ziqiang Road, Shijiazhuang, 050051, China
| | - Wenyuan Ding
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, 139 Ziqiang Road, Shijiazhuang, 050051, China.
| | - Ruoyu Li
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, 139 Ziqiang Road, Shijiazhuang, 050051, China
| | - Sidong Yang
- Department of Spine Surgery, The Third Hospital of Hebei Medical University, 139 Ziqiang Road, Shijiazhuang, 050051, China.
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Varga M, Kantorová L, Langaufová A, Štulík J, Lančová L, Srikandarajah N, Kaiser R. Role of Single-Photon Emission Computed Tomography Imaging in the Diagnosis and Treatment of Chronic Neck or Back Pain Caused by Spinal Degeneration: A Systematic Review. World Neurosurg 2023; 173:65-78. [PMID: 36803686 DOI: 10.1016/j.wneu.2023.02.058] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 02/10/2023] [Indexed: 02/22/2023]
Abstract
BACKGROUND Chronic neck or back pain is a common clinical problem. The most likely cause is degenerative change, whereas other causes are relatively rare. There is increasing evidence on using hybrid single-photon emission computed tomography (SPECT) to identify the pain generator in spine degeneration. This systematic review explores the diagnostic and therapeutic evidence on chronic neck or back pain examined by SPECT. METHODS This review is reported in accordance with the PRISMA guidelines. In October 2022, we searched the following sources: MEDLINE, Embase, CINAHL, SCOPUS, and 3 other sources. Titles and abstracts were screened and classified into diagnostic studies, facet block studies, and surgical studies. We synthesized the results narratively. RESULTS The search yielded 2347 records. We identified 10 diagnostic studies comparing SPECT or SPECT/computed tomography (CT) with magnetic resonance imaging, CT, scintigraphy, or clinical examination. Furthermore, we found 8 studies comparing the effect of facet block intervention in SPECT-positive and SPECT-negative patients with cervicogenic headache, neck pain, and lower back pain. Five surgical studies describing the effect of fusion for facet arthropathy in the craniocervical junction, subaxial cervical spine, or the lumbar spine were identified. CONCLUSIONS According to the available literature, a positive finding on SPECT in facet arthropathy is associated with a significantly higher facet blockade effect. Surgical treatment of positive findings has a good effect, but this has not been confirmed by controlled studies. SPECT/CT might therefore be a useful method in the evaluation of patients with neck or back pain, especially in cases of unclear findings or multiple degenerative changes.
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Affiliation(s)
- Michal Varga
- Department of Spinal Surgery, First Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czech Republic.
| | - Lucia Kantorová
- The Czech National Centre for Evidence-Based Healthcare and Knowledge Translation (Cochrane Czech Republic, Czech CEBHC: JBI Centre of Excellence, Masaryk University GRADE Centre), Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic; Institute of Health Information and Statistics of the Czech Republic, Prague, Czech Republic
| | - Alena Langaufová
- The Czech National Centre for Evidence-Based Healthcare and Knowledge Translation (Cochrane Czech Republic, Czech CEBHC: JBI Centre of Excellence, Masaryk University GRADE Centre), Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic; Institute of Health Information and Statistics of the Czech Republic, Prague, Czech Republic
| | - Jan Štulík
- Department of Spinal Surgery, First Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czech Republic
| | - Lucie Lančová
- Department of Nuclear Medicine and Endocrinology, Second Faculty of Medicine, Charles University and Military University Hospital Prague, Prague, Czech Republic
| | - Nisaharan Srikandarajah
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Radek Kaiser
- Department of Neurosurgery and Neurooncology, First Faculty of Medicine, Charles University and Military University Hospital Prague, Prague, Czech Republic
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Nian S, Li N, Kong F, Lu S, Chen J. Is discectomy effective for treating low back pain in patients with lumbar disc herniation and Modic changes? A systematic review and meta-analysis of cohort studies. Spine J 2023; 23:533-549. [PMID: 36328303 DOI: 10.1016/j.spinee.2022.10.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 10/21/2022] [Accepted: 10/24/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND CONTEXT Previous low-quality evidence has suggested preoperative Modic changes (MC) showed a trend toward less improvement in low back pain in patients with lumbar disc herniation (LDH) undergoing discectomy. However, a recent meta-analysis concluded that the presence of preoperative MC did not significantly impact clinical outcomes following lumbar discectomy. PURPOSE To compare low back pain and functional outcomes of patients after discectomy for LDH with preoperative MC. STUDY DESIGN Systematic review and meta-analysis of cohort studies. METHODS This comprehensive systematic review and meta-analysis used English-language articles identified through searches using Pubmed, Web of Science, Embase, and Cochrane library until August 2022. The included studies identified publications that concentrated on the patients suffering from LDH with different preoperative MCs treated by discectomy. The Visual Analogue Scale (VAS) and the Oswestry Disability Index (ODI) were the two main metrics to evaluate outcomes. RESULTS A series of 2,299 LDH patients with a definitive type of MC were included in four retrospective and five prospective studies. Overall, there is moderate to high quality evidence suggesting no significant difference between normal and MC groups for pain outcomes as well as normal and Modic type 2 groups in terms of pain or functional outcomes at one or two-year follow up. There are less functional outcomes in LDH patients with preoperative MC compared with no MC at 2-year follow up and showed no significant difference at 1-year follow-up. However, above all results may due to heterogeneity. Subgroup analysis revealed that only Modic type 1 showed statistically lower functional scores (mean difference in ODI scores range from 0 to 100) compared with Modic type 2 or compared with no MC at 2-year follow-up and showed no significant difference at 1-year follow-up (MC1 vs. MC0, p=.24, MD= -2.70; 95% CI, -7.15 to 1.76 for 1-year;p<.00001, MD= -7.92; 95% CI, -11.19 to -4.66 for 2 years. MC1 vs. MC2, p=.58, MD= -1.29; 95% CI, -5.83 to 3.25 for 1-year;p<.0001, MD= -6.77; 95% CI, -9.94 to -3.61 for 2 years). CONCLUSIONS These data suggest LDH patients with or without preoperative MCs show a similar improvement of low back pain at 1 and 2-year follow-up and functional scores after discectomy at one-year follow-up. LDH patients with preoperative Modic type 1 are associated with worse functional status after discectomy at 2-year follow-up. However, high-quality randomized controlled trials and prospective cohort studies which focus on analyzing the risk and confounding factors are lacking.
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Affiliation(s)
- Sunqi Nian
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming 650500, P.R. China
| | - Na Li
- Department of Anesthesiology, 920th Hospital of the Joint Logistics Support Force, No. 212, Daguan Road, Kunming, Yunnan, China
| | - Fanyi Kong
- Department of Neurology, Affiliated Hospital of Yunnan University, No. 176, Qingnian Rd, Kunming, 650021, Yunnan Province, China
| | - Sheng Lu
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming 650500, P.R. China; Department of Orthopedics, The First People's Hospital of Yunnan Province, No. 157, Jinbi Road, Kunming, Yunnan, China
| | - Jiayu Chen
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming 650500, P.R. China; Department of Orthopedics, The First People's Hospital of Yunnan Province, No. 157, Jinbi Road, Kunming, Yunnan, China.
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Jitpakdee K, Liu Y, Kim YJ, Kotheeranurak V, Kim JS. Factors associated with incomplete clinical improvement in patients undergoing transforaminal endoscopic lumbar discectomy for lumbar disc herniation. 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 2023:10.1007/s00586-023-07636-1. [PMID: 36917301 DOI: 10.1007/s00586-023-07636-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 11/22/2022] [Accepted: 03/04/2023] [Indexed: 03/16/2023]
Abstract
PURPOSES To analyze the clinical and radiographic risk factors that might predict incomplete clinical improvement after transforaminal endoscopic lumbar discectomy (TELD). METHODS A retrospective analysis was conducted from 194 consecutive patients who underwent TELD due to lumbar disc herniation (LDH). Patients with incomplete clinical improvement were defined from patient-reported outcomes of poor improvement in pain or disability after surgery and patient dissatisfaction. Clinical and radiographic characteristics were evaluated to identify predicting factors of poor outcomes. RESULTS Of 194 patients who underwent TELD procedures, 32 patients (16.5%) had incomplete clinical improvement and 12 patients (6.1%) required revision surgery. The mean ages were 46.4 years and most of the patients suffered from predominant leg pain (48.9%). The most common surgical level was L4-5 (63.9%). Overall, the Oswestry Disability Index (44.3-15), visual analog scores of back pain (4.9-1.8) and leg pain (7.3-1.6) were significantly improved after surgery. Multivariate logistic regression analysis demonstrated that high body mass index, history of previous surgery, preoperative disability, weakness, and disc degeneration were related to incomplete clinical improvement. There were 15 recurrent LDH (7.7%) with a total of 12 revision surgeries (6.2%). CONCLUSIONS We identified independent risk factors associated with incomplete clinical improvement following TELD, including overweight, significant preoperative disability or weakness and history of previous surgery. Advanced age, disc degeneration, vacuum phenomenon, and spondylolisthesis were also possible risk factors. Recognizing these risk factors would help decide whether patients are good candidates for TELD, and optimize the surgical planning preoperatively to achieve good surgical results.
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Affiliation(s)
- Khanathip Jitpakdee
- Department of Orthopaedics, Queen Savang Vadhana Memorial Hospital, Thai Red Cross Society, Chonburi, Thailand
- Spine Center, Department of Neurosurgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Yanting Liu
- Spine Center, Department of Neurosurgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Young-Jin Kim
- Spine Center, Department of Neurosurgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Vit Kotheeranurak
- Department of Orthopaedics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Center of Excellence in Biomechanics and Innovative Spine Surgery, Chulalongkorn University, Bangkok, Thailand
| | - Jin-Sung Kim
- Spine Center, Department of Neurosurgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea.
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Levin J, Schirmer D, Garcia R, Levi D. Is a history of episodic low back pain an indicator of Modic changes? INTERVENTIONAL PAIN MEDICINE 2023; 2:100239. [PMID: 39239605 PMCID: PMC11372870 DOI: 10.1016/j.inpm.2023.100239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 02/09/2023] [Accepted: 02/10/2023] [Indexed: 09/07/2024]
Abstract
Background Prior work demonstrated that a history of episodic low back pain was highly indicative of discogenic pain. Recently, there has been more focus on vertebrogenic pain, however little is known about the clinical features of this condition. Purpose To determine if a history of severe episodic low back pain correlates with Modic endplate changes on lumbar spine magnetic resonance imaging (MRI), presumed to be a marker of vertebrogenic pain. Study design /setting: Retrospective, observational, in vivo study of consecutive patients at outpatient Physical Medicine & Rehabilitation clinics at a single academic spine center. Patient sample Consecutive patients who received a lumbar spine MRI between January 1, 2020, and December 31, 2020. Methods A retrospective chart review identified patients who received a lumbar spine MRI in 2020. Chart review then determined if patients had a history of episodes of low back pain lasting at least 2 days, or if they had non-episodic low back pain (pain beginning with a gradual onset or after a specific event with continuous symptoms for >3 months). Patients were excluded if they had prior lumbar spine surgery, radicular leg pain without low back pain, indeterminate presentations based on chart review, acute spine fractures, or metastatic spine lesions. For the primary analysis, the MRIs were reviewed and were dichotomized into positive (having for either type 1 or type 2 Modic changes at any level) or negative (no Modic changes at any level). Results A total of 111 patients were analyzed. Inter-rater reliability for determining whether a patient's low back pain was episodic was strong (kappa = 0.83), as was inter-rater reliability for determining if a patient had any levels with type 1 or type 2 Modic changes (kappa = 0.81). Seventy-one out of 111 patients had type 1 and/or type 2 Modic changes at one or more spinal levels. The sensitivity of the test (episodic vs non-episodic low back pain) in finding patients with Modic changes was 20% and the specificity was 70%. The diagnostic confidence odds were 1.2, with a diagnostic confidence of 55%. Subgroup analyses for type 1 Modic changes, and for type 2 Modic changes, showed similar values. Conclusions A history of episodic low back pain is not a strong indicator for a vertebrogenic etiology.
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Affiliation(s)
- Josh Levin
- Department of Orthopaedic Surgery, Stanford University, 450 Broadway St., Pavilion C, 4 Floor, MC 6342, Redwood City, CA, 94063, USA
- Department of Neurosurgery, Stanford University, USA
| | - Derek Schirmer
- Department of Orthopaedic Surgery, Stanford University, 450 Broadway St., Pavilion C, 4 Floor, MC 6342, Redwood City, CA, 94063, USA
| | - Roxana Garcia
- Department of Orthopaedic Surgery, Stanford University, 450 Broadway St., Pavilion C, 4 Floor, MC 6342, Redwood City, CA, 94063, USA
| | - David Levi
- Jordan Young Institute, Virginia Beach, VA, 5716 Cleveland St., Suite 200, Virginia Beach, VA, 23462, USA
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Differentiating Magnetic Resonance Images of Pyogenic Spondylitis and Spinal Modic Change Using a Convolutional Neural Network. Spine (Phila Pa 1976) 2023; 48:288-294. [PMID: 36692159 DOI: 10.1097/brs.0000000000004532] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 10/23/2022] [Indexed: 01/25/2023]
Abstract
STUDY DESIGN A retrospective analysis of magnetic resonance imaging (MRI). OBJECTIVE The study aimed to evaluate the performance of a convolutional neural network (CNN) to differentiate spinal pyogenic spondylitis from Modic change on MRI. We compared the performance of CNN to that of four clinicians. SUMMARY OF BACKGROUND DATA Discrimination between pyogenic spondylitis and spinal Modic change is crucial in clinical practice. CNN deep-learning approaches for medical imaging are being increasingly utilized. METHODS We retrospectively reviewed MRIs from pyogenic spondylitis and spinal Modic change patients. There were 50 patients per group. Sagittal T1-weighted (T1WI), sagittal T2-weighted (T2WI), and short TI inversion recovery (STIR) MRIs were used for CNN training and validation. The deep learning framework Tensorflow was used to construct the CNN architecture. To evaluate CNN performance, we plotted the receiver operating characteristic curve and calculated the area under the curve. We compared the accuracy, sensitivity, and specificity of CNN diagnosis to that of a radiologist, spine surgeon, and two orthopedic surgeons. RESULTS The CNN-based area under the curves of the receiver operating characteristic curve from the T1WI, T2WI, and STIR were 0.95, 0.94, and 0.95, respectively. The accuracy of the CNN was significantly greater than that of the four clinicians on T1WI and STIR (P<0.05), and better than a radiologist and one orthopedic surgeon on the T2WI (P<0.05). The sensitivity was significantly better than that of the four clincians on T1WI and STIR (P<0.05), and better than a radiologist and one orthopedic surgeon on the T2WI (P<0.05). The specificity was significantly better than one orthopedic surgeon on T1WI and T2WI (P<0.05) and better than both orthopedic surgeons on STIR (P<0.05). CONCLUSION We differentiated between Modic changes and pyogenic spondylitis using a CNN that interprets MRI. The performance of the CNN was comparable to, or better than, that of the four clinicians.
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Lai A, Iliff D, Zaheer K, Wang D, Gansau J, Laudier DM, Zachariou V, Iatridis JC. Spinal Cord Sensitization and Spinal Inflammation from an In Vivo Rat Endplate Injury Associated with Painful Intervertebral Disc Degeneration. Int J Mol Sci 2023; 24:3425. [PMID: 36834838 PMCID: PMC9964286 DOI: 10.3390/ijms24043425] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/30/2023] [Accepted: 01/31/2023] [Indexed: 02/11/2023] Open
Abstract
Intervertebral disc (IVD) degeneration with Modic-like changes is strongly associated with pain. Lack of effective disease-modifying treatments for IVDs with endplate (EP) defects means there is a need for an animal model to improve understanding of how EP-driven IVD degeneration can lead to spinal cord sensitization. This rat in vivo study determined whether EP injury results in spinal dorsal horn sensitization (substance P, SubP), microglia (Iba1) and astrocytes (GFAP), and evaluated their relationship with pain-related behaviors, IVD degeneration, and spinal macrophages (CD68). Fifteen male Sprague Dawley rats were assigned into sham or EP injury groups. At chronic time points, 8 weeks after injury, lumbar spines and spinal cords were isolated for immunohistochemical analyses of SubP, Iba1, GFAP, and CD68. EP injury most significantly increased SubP, demonstrating spinal cord sensitization. Spinal cord SubP-, Iba1- and GFAP-immunoreactivity were positively correlated with pain-related behaviors, indicating spinal cord sensitization and neuroinflammation play roles in pain responses. EP injury increased CD68 macrophages in the EP and vertebrae, and spinal cord SubP-, Iba1- and GFAP-ir were positively correlated with IVD degeneration and CD68-ir EP and vertebrae. We conclude that EP injuries result in broad spinal inflammation with crosstalk between spinal cord, vertebrae and IVD, suggesting that therapies must address neural pathologies, IVD degeneration, and chronic spinal inflammation.
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Affiliation(s)
- Alon Lai
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Denise Iliff
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Kashaf Zaheer
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Dalin Wang
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Orthopaedics, Nanjing First Hospital, Nanjing Medical University, Nanjing 211166, China
- Department of Orthopedic Surgery, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160, USA
| | - Jennifer Gansau
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Damien M. Laudier
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Venetia Zachariou
- Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - James C. Iatridis
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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Amoxicillin Did Not Reduce Modic Change Edema in Patients With Chronic Low Back Pain: Subgroup Analyses of a Randomised Trial (the AIM Study). Spine (Phila Pa 1976) 2023; 48:147-154. [PMID: 36223435 PMCID: PMC9812422 DOI: 10.1097/brs.0000000000004513] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 10/05/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Exploratory subgroup analyses of a randomised trial [Antibiotics in Modic changes (AIM) study]. OBJECTIVE The aim was to assess the effect of amoxicillin versus placebo in reducing Modic change (MC) edema in patients with chronic low back pain. SUMMARY OF BACKGROUND DATA The AIM study showed a small, clinically insignificant effect of amoxicillin on pain-related disability in patients with chronic low back pain and MC type 1 (edema type) on magnetic resonance imaging (MRI). MATERIALS AND METHODS A total of 180 patients were randomised to receive 100 days of amoxicillin or placebo. MC edema was assessed on MRI at baseline and one-year follow-up. Per-protocol analyses were conducted in subgroups with MC edema on short tau inversion recovery (STIR) or T1/T2-weighted MRI at baseline. MC edema reductions (yes/no) in STIR and T1/T2 series were analyzed separately. The effect of amoxicillin in reducing MC edema was analyzed using logistic regression adjusted for prior disk surgery. To assess the effect of amoxicillin versus placebo within the group with the most abundant MC edema on STIR at baseline ("STIR3" group), we added age, STIR3 (yes/no), and STIR3×treatment group (interaction term) as independent variables and compared the marginal means (probabilities of edema reduction). RESULTS Compared to placebo, amoxicillin did not reduce MC edema on STIR (volume/intensity) in the total sample with edema on STIR at baseline (odds ratio 1.0, 95% CI: 0.5, 2.0; n=141) or within the STIR3 group (probability of edema reduction 0.69, 95% CI: 0.47, 0.92 with amoxicillin and 0.61, 95% CI: 0.43, 0.80 with placebo; n=41). Compared with placebo, amoxicillin did not reduce MC edema in T1/T2 series (volume of the type 1 part of MCs) (odds ratio: 1.0, 95% CI: 0.5, 2.3, n=104). Edema declined in >50% of patients in both treatment groups. CONCLUSIONS From baseline to one-year follow-up, amoxicillin did not reduce MC edema compared with placebo. LEVEL OF EVIDENCE 2.
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Wang D, Lai A, Gansau J, Seifert AC, Munitz J, Zaheer K, Bhadouria N, Lee Y, Nasser P, Laudier DM, Holguin N, Hecht AC, Iatridis JC. Lumbar endplate microfracture injury induces Modic-like changes, intervertebral disc degeneration and spinal cord sensitization - An In Vivo Rat Model. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.27.525924. [PMID: 36778423 PMCID: PMC9915494 DOI: 10.1101/2023.01.27.525924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND CONTEXT : Endplate (EP) injury plays critical roles in painful IVD degeneration since Modic changes (MCs) are highly associated with pain. Models of EP microfracture that progress to painful conditions are needed to better understand pathophysiological mechanisms and screen therapeutics. PURPOSE : Establish in vivo rat lumbar EP microfracture model with painful phenotype. STUDY DESIGN/SETTING : In vivo rat study to characterize EP-injury model with characterization of IVD degeneration, vertebral bone marrow remodeling, spinal cord sensitization, and pain-related behaviors. METHODS : EP-driven degeneration was induced in 5-month-old male Sprague-Dawley rats L4-5 and L5-6 IVDs through the proximal vertebral body injury with intradiscal injections of TNFα (n=7) or PBS (n=6), compared to Sham (surgery without EP-injury, n=6). The EP-driven model was assessed for IVD height, histological degeneration, pain-like behaviors (hindpaw von Frey and forepaw grip test), lumbar spine MRI and μCT analyses, and spinal cord substance P (SubP). RESULTS : EP injuries induced IVD degeneration with decreased IVD height and MRI T2 values. EP injury with PBS and TNFα both showed MC type1-like changes on T1 and T2-weighted MRI, trabecular bone remodeling on μCT, and damage in cartilage EP adjacent to the injury. EP injuries caused significantly decreased paw withdrawal threshold and reduced grip forces, suggesting increased pain sensitivity and axial spinal discomfort. Spinal cord dorsal horn SubP was significantly increased, indicating spinal cord sensitization. CONCLUSIONS : EP microfracture can induce crosstalk between vertebral bone marrow, IVD and spinal cord with chronic pain-like conditions. CLINICAL SIGNIFICANCE : This rat EP microfracture model of IVD degeneration was validated to induce MC-like changes and pain-like behaviors that we hope will be useful to screen therapies and improve treatment for EP-drive pain.
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Affiliation(s)
- Dalin Wang
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
- Department of Orthopaedics, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China
- Department of Orthopedic Surgery, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS, USA 66160
| | - Alon Lai
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Jennifer Gansau
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Alan C. Seifert
- Biomedical Engineering and Imaging Institute, Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Jazz Munitz
- Biomedical Engineering and Imaging Institute, Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Kashaf Zaheer
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Neharika Bhadouria
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
- School of Mechanical Engineering, Purdue University, West Lafayette, IN
| | - Yunsoo Lee
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Philip Nasser
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Damien M. Laudier
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Nilsson Holguin
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Andrew C. Hecht
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - James C. Iatridis
- Leni and Peter W. May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY
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Kilic G, Senol S, Baspinar S, Kilic E, Ozgocmen S. Degenerative changes of lumbar spine and their clinical implications in patients with axial spondyloarthritis. Clin Rheumatol 2023; 42:111-116. [PMID: 35922576 DOI: 10.1007/s10067-022-06321-w] [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: 06/06/2022] [Revised: 07/16/2022] [Accepted: 07/27/2022] [Indexed: 01/11/2023]
Abstract
The objective of this study was to assess degenerative changes (DCs) on magnetic resonance imaging (MRI) of lumbar spine in axial spondyloarthritis (axSpA) and non-specific mechanical low back pain (mLBP). Patients were consecutively recruited and all underwent MRI of the lumbar spine in this cross-sectional study. Disk degeneration (DD, Pfirrmann classification), endplate changes (Modic, types 1, 2, and 3), annular fissure, disk bulging, and protrusion or extrusion at each lumbar spinal level were assessed using anonymized images. Patients with axSpA were assessed for disease activity, functioning, and quality of life. Univariate and subsequent multivariate logistic regression analyses with adjustments of various covariates were used to assess association between MRI findings and clinical variables. One hundred twenty-three patients had non-radiographic (nr-axSpA) and 144 had radiographic axSpA/ankylosing spondylitis (AS). Degenerative changes were more prevalent in patients with mLBP (n = 105) than axSpA. Disk degeneration was the most prevalent MRI finding, followed by annular fissure, disk herniation (protrusion or extrusion), and Modic changes (MCs) in axSpA. Disk herniation was more prevalent in patients with nr-axSpA compared to AS. Modic changes (OR = 6.455), lumbar disk herniation (OR = 2.278), annular fissure (OR = 2.842), conventional synthetic or biologic disease-modifying antirheumatic drugs (csDMARDs) non-users (OR = 2.225), and advanced age (OR = 31.556) were factors associated with an increased risk of DD in axSpA. Coexisting DD increased the burden of disease in axSpA. A considerable proportion of patients with axSpA had DD at the lumbar spine. These degenerative changes might explain some of the complaints and should not been overlooked in patients with axSpA. Key Points • Lumbar herniated nucleus pulposus (LHNP) is more frequent in nr-axSpA while MC is more frequent in AS. • DD may cause an increase in BASFI and BASMI scores in axSpA. • Spinal DCs might be an alternative explanation for low back complaints and should not been overlooked in patients with axSpA.
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Affiliation(s)
- Gamze Kilic
- Division of Rheumatology, Department of Physical Medicine and Rehabilitation, Karadeniz Technical University, Trabzon, Turkey.
| | - Serkan Senol
- Department of Radiology, Sevgi Hospital, Kayseri, Turkey
| | - Sevgi Baspinar
- Department of Physical Medicine and Rehabilitation, Ministry of Health Kayseri City Hospital, Kayseri, Turkey
| | - Erkan Kilic
- Department of Rheumatology, Trabzon Kanuni Training and Research Hospital, Trabzon, Turkey
| | - Salih Ozgocmen
- Department of Rheumatology, Gaziosmanpasa Hospital, Istinye University, Istanbul, Turkey.,Division of Rheumatology, Department of Physical Medicine and Rehabilitation, Faculty of Medicine, Trakya University, Edirne, Turkey
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Hopayian K, Raslan E, Soliman S. The association of modic changes and chronic low back pain: A systematic review. J Orthop 2023; 35:99-106. [PMID: 36438174 PMCID: PMC9682331 DOI: 10.1016/j.jor.2022.11.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 10/06/2022] [Accepted: 11/06/2022] [Indexed: 11/18/2022] Open
Abstract
Background Modic changes (MC) have been proposed as a cause of low back pain (LBP). However, the proposition remains controversial. There is uncertainty over the existence or degree of association between the two and whether, if there is an association, it is a causal relationship. Previous systematic reviews of the evidence have had methodological flaws. Aims The aim was to synthesize the current evidence to test the hypothesis that there is an association between MC and LBP and if there is, to evaluate the strength of the association. Methods MEDLINE, EMBASE, and CINAHL were searched for all studies up to 31 December 2018 for cohort, case-control, and cross-sectional studies. Screening, quality assessment, and data extraction were conducted by two independent reviewers. Quality was assessed using the Joanna Biggs Institute tools for observational studies. The clinical heterogeneity among these studies ruled out pooling so a narrative review was undertaken. Results Fifteen studies met the inclusion criteria, varying in patient characteristics, characteristics of MC, coexisting spinal conditions, and outcomes. The quality of evidence was poor in six and moderate in seven. There was wide clinical heterogeneity amongst the studies. The inclusion ages varied from early teens to over 65s, pain duration varied from under 6 weeks to over three months, and characteristics of the MC chosen for the studies also differed. The results were inconsistent across the studies: the odds ratios varied from showing an inverse relationship [Kovacs] with an odds ratio 0.31 (95% confidence interval, 0.1-0.95) to a very strong positive association 121.4 (11.21-1315.08) [Nakamae]. There was no consistency in associations for: type of MC, lumbar levels affected, position in relation to the vertebra, and presence of co-existing spinal conditions. The associations were possibly spurious arising from potential biases suggested by incomplete reporting: publication bias, selective reporting, and post hoc analysis. Only one study at low risk of bias found a substantial association but it was a small study of a narrow group meaning its results may not be generalizable. Discussion The inconsistency of findings and the possibility that they were spurious means that no conclusions can be drawn about an association between MC and LBP. Future research should be designed as prospective cohort studies with adherence to reporting guidelines pertaining to observational studies and to MRI. Currently, clinicians should not look for the presence or absence of MC to guide their management of patients with LBP.
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Affiliation(s)
| | - Eman Raslan
- Cairo University Kasr Alainy Faculty of Medicine, Cairo, Egypt
| | - Saeed Soliman
- Cairo University Kasr Alainy Faculty of Medicine, Cairo, Egypt
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Wu J, Chen Z, Wang H, Tian Y, Ma X, Lyu F, Jiang J, Wang H. The Influence of Roussouly Type on the Prevalence, Subtype, and Distribution Characteristics of Modic Changes in Patients with Lumbar Degenerative Disc Disease. World Neurosurg 2023; 169:e102-e109. [PMID: 36309336 DOI: 10.1016/j.wneu.2022.10.070] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND The relationship between Roussouly type and Modic changes (MC) is unknown. The aim of our study was to investigate the influence of Roussouly type on the characteristics of MC in patients with lumbar degenerative disc disease. METHODS This cross-sectional observational study from Huashan Hospital included 270 patients with lumbar degenerative disc disease. Subjects were divided into 4 groups according to the Roussouly classification. Prevalence, subtype, and distribution characteristics of MC from L1-L2 upper end plate to L5-S1 lower end plate were compared between 4 Roussouly types. RESULTS Of 270 patients, 65 (24.1%) were Roussouly type I, 115 (42.6%) were Roussouly type II, 55 (20.4%) were Roussouly type III, and 35 (13.0%) were Roussouly type IV. MC were present in 45.9% (n = 270) of patients, 12.7% (n = 2700) of end plates, and 11.8% (n = 1350) of intervertebral discs. The prevalence rate of MC by subtype and intervertebral disc among the 4 Roussouly types was statistically different (P < 0.05), and the prevalence rate of MC by intervertebral disc in Roussouly type I was statistically higher than the other 3 Roussouly types. In Roussouly types I and IV, the prevalence rate of MC at L4-L5 level showed no significant differences compared with those at upper lumbar levels, while in Roussouly types II and III, the prevalence rate of MC at L4-L5 level was significantly higher than those at upper lumbar levels. CONCLUSIONS Roussouly types can influence prevalence, subtype, and distribution characteristics of MC in patients with lumbar degenerative disc disease.
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Affiliation(s)
- Jianwei Wu
- Department of Orthopedics, Huashan Hospital, Fudan University, Shanghai, China
| | - Zhenhao Chen
- Department of Orthopedics, Huashan Hospital, Fudan University, Shanghai, China
| | - Hongwei Wang
- Department of Orthopedics, Huashan Hospital, Fudan University, Shanghai, China
| | - Ye Tian
- Department of Orthopedics, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiaosheng Ma
- Department of Orthopedics, Huashan Hospital, Fudan University, Shanghai, China; Department of Orthopedics, Shanghai Fifth People's Hospital, Fudan University, Shanghai, China
| | - Feizhou Lyu
- Department of Orthopedics, Huashan Hospital, Fudan University, Shanghai, China
| | - Jianyuan Jiang
- Department of Orthopedics, Huashan Hospital, Fudan University, Shanghai, China
| | - Hongli Wang
- Department of Orthopedics, Huashan Hospital, Fudan University, Shanghai, China.
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Ding Y, Chen JY, Yang JC, Li RY, Yin YJ, Chen JT, Zhu QA. Disc degeneration contributes to the denser bone in the subendplate but not in the vertebral body in patients with lumbar spinal stenosis or disc herniation. Spine J 2023; 23:64-71. [PMID: 36202206 DOI: 10.1016/j.spinee.2022.09.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 09/27/2022] [Accepted: 09/27/2022] [Indexed: 11/13/2022]
Abstract
BACKGROUND CONTEXT It is commonly believed that decreased bone quality would lead to endplate degeneration and arthritic changes in the facet joints, and thus accelerated disc degeneration (DD). However, some more detailed studies of vertebral bone structure have found that bone mineral density (BMD) in the vertebral body is increased rather than decreased in moderate or greater disc degeneration. The relationship between BMD and DD still needs further study. MRI-based vertebral bone quality scores have been shown to be effective in reflecting BMD, rendering a new way to evaluate the changes of vertebral body bone with DD using MRI alone. PURPOSE To evaluate MRI-based vertebral bone quality and Pfirrmann grades in patients with lumbar spinal stenosis or disc herniation, and to identify if DD is associated with denser bone around the endplate. STUDY DESIGN/SETTING A single-center, retrospective cohort study. PATIENT SAMPLE A total of 130 patients with lumbar disc herniation and lumbar spinal stenosis from January 2019 to November 2020 who had a complete dual-energy X-ray absorptiometry scan and noncontrast lumbosacral spine MRI data. OUTCOME MEASURES The vertebral bone quality score (VBQ) and sub-endplate bone quality score (EBQ) was calculated as a ratio of the signal intensity of the vertebral bodies and sub-endplate regions to the signal intensity of the cerebrospinal fluid at L3 on the mid-sagittal T1-weighted MRI images, respectively. The Pfirrmann grades of the lumbar discs were assessed as well. METHODS The age, gender, body mass index, and T-score of the lumbar spine of the patients were collected. The degeneration grades of the lumbar discs were evaluated according to the Pfirrmann classification. VBQ and EBQ were measured through T1-weighted lumbar MRI. The VBQ and EBQ scores were compared between cranial and caudal sides. The correlation between MRI-based bone quality and DD was calculated. A linear regression model was used to examine the association between DD and adjacent EBQ and VBQ. RESULTS This study included 569 lumbar segments from 130 inpatients. Cranial and caudal EBQ decreased with the increase of the Pfirrmann grade. The discs with Pfirrmann grade 5 had significantly lower caudal EBQ than the discs with Pfirrmann grades 2, 3, and 4. In the osteoporosis patients, the Pfirrmann grades negatively correlated both with the cranial EBQ and caudal EBQ. Pfirrmann grade greater than 4 was an independent contributor to the cranial EBQ, whereas greater than 3 was an independent contributor to the caudal EBQ. CONCLUSIONS Disc degeneration grades correlated with the EBQ but not with the VBQ. In patients with lumbar spinal stenosis or disc herniation, DD contributes to the denser bone in the sub-endplate, but not in the whole vertebral body.
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Affiliation(s)
- Yin Ding
- Division of Spine Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Ave, Guangzhou 510515, China; Department of Orthopedics, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, 29 Xinglong Alley, Changzhou, China
| | - Jia-Yu Chen
- Division of Spine Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Ave, Guangzhou 510515, China
| | - Jia-Chen Yang
- Division of Spine Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Ave, Guangzhou 510515, China
| | - Ruo-Yao Li
- Division of Spine Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Ave, Guangzhou 510515, China
| | - Yong-Jie Yin
- Division of Spine Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Ave, Guangzhou 510515, China
| | - Jian-Ting Chen
- Division of Spine Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Ave, Guangzhou 510515, China
| | - Qing-An Zhu
- Division of Spine Surgery, Department of Orthopaedics, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Ave, Guangzhou 510515, China.
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Lv X, Gao F, Cao X. Skeletal interoception in bone homeostasis and pain. Cell Metab 2022; 34:1914-1931. [PMID: 36257317 PMCID: PMC9742337 DOI: 10.1016/j.cmet.2022.09.025] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 09/07/2022] [Accepted: 09/26/2022] [Indexed: 01/24/2023]
Abstract
Accumulating evidence indicates that interoception maintains proper physiological status and orchestrates metabolic homeostasis by regulating feeding behaviors, glucose balance, and lipid metabolism. Continuous skeletal remodeling consumes a tremendous amount of energy to provide skeletal scaffolding, support muscle movement, store vital minerals, and maintain a niche for hematopoiesis, which are processes that also contribute to overall metabolic balance. Although skeletal innervation has been described for centuries, recent work has shown that skeletal metabolism is tightly regulated by the nervous system and that skeletal interoception regulates bone homeostasis. Here, we provide a general discussion of interoception and its effects on the skeleton and whole-body metabolism. We also discuss skeletal interoception-mediated regulation in the context of pathological conditions and skeletal pain as well as future challenges to our understanding of these process and how they can be leveraged for more effective therapy.
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Affiliation(s)
- Xiao Lv
- Center for Musculoskeletal Research, Department of Orthopaedic Surgery and Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD 21205, USA
| | - Feng Gao
- Center for Musculoskeletal Research, Department of Orthopaedic Surgery and Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD 21205, USA
| | - Xu Cao
- Center for Musculoskeletal Research, Department of Orthopaedic Surgery and Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD 21205, USA.
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