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Li W, Djuric N, Mink C, Vleggeert-Lankamp CL. Inflammation and macrophage polarization are associated with Modic change type in lumbar radiculopathy. BRAIN & SPINE 2025; 5:104249. [PMID: 40248336 PMCID: PMC12005322 DOI: 10.1016/j.bas.2025.104249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 02/28/2025] [Accepted: 03/26/2025] [Indexed: 04/19/2025]
Abstract
Introduction Lumbar disc herniation (LDH) typically manifests as sciatica, attributed to nerve root mechanical compression and/or inflammation. Modic changes (MC), classified as type I or type II, are deemed to represent endplate vascular insufficiency and are hypothesized to create an inflammatory environment. Macrophages infiltrating disc tissue can be polarized into pro-inflammatory M1 or anti-inflammatory M2 phenotypes. Research question This study aims to investigate the interplay among inflammatory cells, including M1 and M2 macrophages, Modic Changes, and hernia size and type in patients suffering from sciatica due to a LDH. Material and methods This prospective cohort study selected patients undergoing microdiscectomy for LDH. Macrophage infiltration (CD68, CD192, CD163), MC classification on MRI, and hernia parameters were analyzed. Results 132 out of 187 patients demonstrated macrophages in the lumbar disc tissue. Most samples demonstrated severe inflammation (50 %), and most macrophages were of the M1 phenotype (48 %). MC were present in 45 % of patients, and only 19 % of these demonstrated MC type I. MC type I were highly associated with both severe (p = 0.016) and M1 macrophage-dominant inflammation (p = 0.048). Larger and non-contained herniations associated with increased inflammation (p = 0.029/p = 0.002), while larger herniations associated with the presence of MC type II (p = 0.027). Discussion and conclusions This study elucidates a close association of MC type I and M1 macrophage. MC type II were observed more often in patients with larger HNPs. This is indicative for MC typing as an important factor in prediction modelling and it suggests the potential for personalized treatment strategies.
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Affiliation(s)
- Wensen Li
- Neurosurgical Center Holland, Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Hoofddorp, Haarlem, the Netherlands
| | - Niek Djuric
- Neurosurgical Center Holland, Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Hoofddorp, Haarlem, the Netherlands
| | - Christiaan Mink
- Neurosurgical Center Holland, Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Hoofddorp, Haarlem, the Netherlands
| | - Carmen L.A. Vleggeert-Lankamp
- Neurosurgical Center Holland, Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Hoofddorp, Haarlem, the Netherlands
- Spaarne Gasthuis, Hoofddorp, Haarlem, the Netherlands
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Schulze F, Määttä J, Grad S, Heggli I, Brunner F, Farshad M, Distler O, Karppinen J, Lotz J, Dudli S. Proteomic analysis of serum in a population-based cohort did not reveal a biomarker for Modic changes. JOR Spine 2024; 7:e1337. [PMID: 39015135 PMCID: PMC11250394 DOI: 10.1002/jsp2.1337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 03/28/2024] [Accepted: 04/24/2024] [Indexed: 07/18/2024] Open
Abstract
Introduction Modic changes (MC) are bone marrow lesions of vertebral bones, which can be detected with magnetic resonance imaging (MRI) adjacent to degenerated intervertebral discs. Defined by their appearance on T1 and T2 weighted images, there are three interconvertible types: MC1, MC2, and MC3. The inter-observer variability of the MRI diagnosis is high, therefore a diagnostic serum biomarker complementing the MRI to facilitate diagnosis and follow-up would be of great value. Methods We used a highly sensitive and reproducible proteomics approach: DIA/SWATH-MS to find serum biomarkers in a subset of the Northern Finland Birth Cohort 1966. Separately, we measured a panel of factors involved in inflammation and angiogenesis to confirm some potential biomarkers published before with an ELISA-based method called V-Plex. Results We found neither an association between the serum concentrations of the proteins detected with DIA/SWATH-MS with the presence of MC, nor a correlation with the size of the MC lesions. We did not find any association between the factors measured with the V-Plex and the presence of MC or their size. Conclusion Altogether, our study suggests that a robust and generally usable biomarker to facilitate the diagnosis of MC cannot readily be found in serum.
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Affiliation(s)
- Friederike Schulze
- Center of Experimental Rheumatology, Department of RheumatologyUniversity Hospital Zurich, University of ZurichZurichSwitzerland
- Department of Physical Medicine and RheumatologyBalgrist University Hospital, Balgrist Campus, University of ZurichZurichSwitzerland
| | - Juhani Määttä
- Research Unit of Health Sciences and TechnologyUniversity of OuluOuluFinland
| | | | - Irina Heggli
- Center of Experimental Rheumatology, Department of RheumatologyUniversity Hospital Zurich, University of ZurichZurichSwitzerland
| | - Florian Brunner
- Department of Physical Medicine and RheumatologyBalgrist University Hospital, Balgrist Campus, University of ZurichZurichSwitzerland
| | - Mazda Farshad
- Department of OrthopedicsBalgrist University HospitalZurichSwitzerland
| | - Oliver Distler
- Center of Experimental Rheumatology, Department of RheumatologyUniversity Hospital Zurich, University of ZurichZurichSwitzerland
| | - Jaro Karppinen
- Research Unit of Health Sciences and TechnologyUniversity of OuluOuluFinland
- Rehabilitation Services of South Karelia Social and Health Care DistrictLappeenrantaFinland
| | - Jeffrey Lotz
- Department of Orthopaedic SurgeryUniversity of California San FranciscoSan FrancsiscoCaliforniaUSA
| | - Stefan Dudli
- Center of Experimental Rheumatology, Department of RheumatologyUniversity Hospital Zurich, University of ZurichZurichSwitzerland
- Department of Physical Medicine and RheumatologyBalgrist University Hospital, Balgrist Campus, University of ZurichZurichSwitzerland
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Patron M, Neset M, Mielkozorova M, Bisson DG, Vigouroux M, Cata JP, Ingelmo PM, Ouellet JA, Haglund L, Komarova SV. Markers of Tissue Deterioration and Pain on Earth and in Space. J Pain Res 2024; 17:1683-1692. [PMID: 38742243 PMCID: PMC11089065 DOI: 10.2147/jpr.s450180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 04/25/2024] [Indexed: 05/16/2024] Open
Abstract
Purpose Pain is an understudied physiological effect of spaceflight. Changes in inflammatory and tissue degradation markers are often associated with painful conditions. Our aim was to evaluate the changes in markers associated with tissue deterioration after a short-term spaceflight. Patients and Methods Plasma levels of markers for systemic inflammation and tissue degeneration markers were assessed in two astronauts before and within 24 h after the 17-day Axiom Space AX-1 mission. Results After the spaceflight, C-reactive protein (CRP) was reduced in both astronauts, while INFγ, GM-CSF, TNFα, BDNF, and all measured interleukins were consistently increased. Chemokines demonstrated variable changes, with consistent positive changes in CCL3, 4, 8, 22 and CXCL8, 9, 10, and consistent negative change in CCL8. Markers associated with tissue degradation and bone turnover demonstrated consistent increases in MMP1, MMP13, NTX and OPG, and consistent decreases in MMP3 and MMP9. Conclusion Spaceflight induced changes in the markers of systemic inflammation, tissue deterioration, and bone resorption in two astronauts after a short, 17-day, which were often consistent with those observed in painful conditions on Earth. However, some differences, such as a consistent decrease in CRP, were noted. All records for the effect of space travel on human health are critical for improving our understanding of the effect of this unique environment on humans.
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Affiliation(s)
- Madalina Patron
- Shriners Hospital for Children, Montreal, Canada
- Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, Canada
| | - Mattias Neset
- Shriners Hospital for Children, Montreal, Canada
- Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, Canada
| | - Mariia Mielkozorova
- Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, Canada
| | - Daniel G Bisson
- Shriners Hospital for Children, Montreal, Canada
- Orthopaedic Research Laboratory, Department of Surgery, McGill University, Montreal, Canada
| | - Marie Vigouroux
- Edwards Family Interdisciplinary Center for Complex Pain, Montreal Children’s Hospital, Montreal, QC, Canada
| | - Juan Pablo Cata
- Department of Anesthesia and Perioperative Medicine, The University of Texas – MD Anderson Cancer Center, Houston, TX, USA
- Anesthesiology and Surgical Oncology Research Group, Houston, TX, USA
| | - Pablo M Ingelmo
- Edwards Family Interdisciplinary Center for Complex Pain, Montreal Children’s Hospital, Montreal, QC, Canada
- Alan Edwards Centre for Research on Pain, McGill University, Montreal, QC, Canada
- Research Institute, McGill University Health Center, Montreal, Canada
| | - Jean A Ouellet
- Shriners Hospital for Children, Montreal, Canada
- Orthopaedic Research Laboratory, Department of Surgery, McGill University, Montreal, Canada
| | - Lisbet Haglund
- Shriners Hospital for Children, Montreal, Canada
- Orthopaedic Research Laboratory, Department of Surgery, McGill University, Montreal, Canada
| | - Svetlana V Komarova
- Shriners Hospital for Children, Montreal, Canada
- Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, Canada
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Ji Z, Li J, Tao S, Li H, Kong X, Huang B, Feng Z, Wei X, Zheng Z, Chen J, Chen B, Liu J, Zhao F. Mrgprb2-mediated mast cell activation exacerbates Modic changes by regulating immune niches. Exp Mol Med 2024; 56:1178-1192. [PMID: 38689089 PMCID: PMC11148035 DOI: 10.1038/s12276-024-01230-1] [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: 08/31/2023] [Revised: 12/03/2023] [Accepted: 02/26/2024] [Indexed: 05/02/2024] Open
Abstract
Modic changes are radiographic features associated with microfracture, low-virulence organism infection and chronic inflammation with inflammatory cell infiltration in the vertebral endplate region. Mast cells, as innate immune cells similar to macrophages, are present in painful degenerated intervertebral discs. However, the involvement and mechanisms of mast cells in the development of Modic changes remain unclear. Herein, we found increased mast cell infiltration in samples from patients with Modic changes and in mouse models of Modic changes. To clarify the role of mast cells in the progression of Modic changes, we used mast cell-deficient (KITW-SH/W-SH) mice to construct a model of Modic changes and found that the severity of Modic changes in KITW-SH/W-SH mice was significantly lower than that in WT mice. These findings were further supported by the use of a mast cell-specific activator (compound 48/80) and a stabilizer (cromolyn). Furthermore, we found that mast cells were not activated via the classic IgE pathway in the Modic change models and that Mrgprb2 is the specific receptor for mast cell activation reported in recent studies. Then, we utilized Mrgprb2 knockout mice to demonstrate that Mrgprb2 knockout inhibited mast cell activation and thus reduced the degree of Modic changes. Transcriptomic sequencing revealed aberrant PI3K-AKT and MAPK pathway activation in the Mrgprb2-deficient mast cells. Additionally, Mrgpbrb2-activated mast cells regulate immune niches by recruiting macrophages, promoting M1 polarization and reducing M2 polarization, thereby promoting the progression of Modic changes. These findings suggest that mast cells may serve as a novel therapeutic target for addressing Modic changes.
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Affiliation(s)
- Zhongyin Ji
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Jie Li
- Department of Orthopaedic Surgery, Ningbo Medical Center Li Huili Hospital, Ningbo, Zhejiang, China
| | - Siyue Tao
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Hui Li
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Xiangxi Kong
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Bao Huang
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Zhenhua Feng
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Xiaoan Wei
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Zeyu Zheng
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Jian Chen
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China
| | - Binhui Chen
- Department of Orthopaedic Surgery, Ningbo Medical Center Li Huili Hospital, Ningbo, Zhejiang, China.
| | - Junhui Liu
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China.
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China.
| | - Fengdong Zhao
- Department of Orthopaedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China.
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, No. 3, Qingchun Road East, Hangzhou, 310016, P. R. China.
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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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Compte R, Freidin MB, Granville Smith I, Le Maitre CL, Vaitkute D, Nessa A, Lachance G, Williams FMK. No evidence of association between either Modic change or disc degeneration and five circulating inflammatory proteins. JOR Spine 2024; 7:e1323. [PMID: 38529326 PMCID: PMC10961713 DOI: 10.1002/jsp2.1323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 01/31/2024] [Accepted: 03/02/2024] [Indexed: 03/27/2024] Open
Abstract
Introduction Intervertebral disc degeneration and Modic change are the main spinal structural changes associated with chronic low back pain (LBP). Both conditions are thought to manifest local inflammation and if inflammatory proteins translocate to the blood circulation could be detected systemically. The work here assesses whether the presence of disc degeneration is associated with detectable blood level changes of five inflammatory markers and whether chronic LBP is associated with these changes. Materials and Methods Two hundred and forty TwinsUK cohort participants with both MRI disc degeneration grade and Modic change extent, and IL-6, IL-8, IL-8 TNF, and CX3CL1 protein blood concentration measurements were included in this work. Linear mixed effects models were used to test the association of blood cytokine concentration with disc degeneration score and Modic change volumetric score. Association of chronic LBP status from questionnaires with disc degeneration, Modic change, and cytokine blood concentration was also tested. Results No statistically significant association between disc degeneration or Modic change with cytokine blood concentration was found. Instead, regression analysis pointed strong association between cytokine blood concentration with body mass index for IL-6 and with age for IL-6 and TNF. Mild association was found between IL-8 blood concentration and body mass index. Additionally, LBP status was associated with Modic change volumetric score but not associated with any cytokine concentration. Conclusions We found no evidence that Modic change and disc degeneration are able to produce changes in tested blood cytokine concentration. However, age and body mass index have strong influence on cytokine concentration and both are associated with the conditions studied which may confound associations found in the literature. It is then unlikely that cytokines produced in the disc or vertebral bone marrow induce chronic LBP.
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Affiliation(s)
- Roger Compte
- Department of Twin Research and Genetic EpidemiologyKing's College LondonLondonUK
| | - Maxim B. Freidin
- Department of Biology, School of Biological and Behavioural SciencesQueen Mary University of LondonLondonUK
| | | | - Christine L. Le Maitre
- Division of Clinical Medicine, School of Medicine and Population HealthUniversity of SheffieldSheffieldUK
| | - Dovile Vaitkute
- Department of Twin Research and Genetic EpidemiologyKing's College LondonLondonUK
| | - Ayrun Nessa
- Department of Twin Research and Genetic EpidemiologyKing's College LondonLondonUK
| | - Genevieve Lachance
- Department of Twin Research and Genetic EpidemiologyKing's College LondonLondonUK
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7
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Özcan-Ekşi EE, Berikol G, Ekşi MŞ. Potential blood markers as screening tools for subjects with low back pain: an age- and gender-matched cross-sectional analysis. Curr Med Res Opin 2024; 40:77-85. [PMID: 37943293 DOI: 10.1080/03007995.2023.2282646] [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: 05/01/2023] [Accepted: 11/08/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND Mechanical and inflammatory factors were suggested as the causes of spine degeneration and low back pain (LBP). Previous studies partly reported the association of LBP with inflammation. However, none of them compared patients with LBP and asymptomatic subjects in terms of complete blood count and inflammatory markers in detail. We aimed to analyze the association of serum white blood cell (WBC) count, C-reactive protein (CRP), and erythrocyte sedimentation rate (ESR) with chronic LBP by comparing the patients with chronic LBP and age- and gender-matched asymptomatic subjects. METHODS Lumbar intervertebral disc degeneration and vertebral end-plates were evaluated using Pfirrmann grading and Modic classification on lumbar spine magnetic resonance images, respectively. Serum WBC counts, CRP levels, and ESRs were recorded from chart reviews. RESULTS We included 147 patients with chronic LBP and 101 asymptomatic subjects. Patients with chronic LBP had significantly higher serum neutrophil, monocyte, and basophil counts, higher neutrophil-to-lymphocyte ratio, higher ESR, and lower serum CRP levels compared to the asymptomatic subjects. Serum monocyte and basophil cell counts and ESR were the most remarkable predictive factors for chronic LBP, severe IVDD, and Modic changes. Higher serum monocyte and basophil cell counts and higher serum ESR above cut-off values of 0.42 × 103/μL, 0.025 × 103/μL, and 3.5 mm/hour could be used as screening tools for subjects with persistent LBP in primary care. DISCUSSION Higher serum monocyte and basophil counts and serum ESR above new cut-off values should highlight the need to obtain early spinal imaging to prevent chronicity in patients with LBP.
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Affiliation(s)
- Emel Ece Özcan-Ekşi
- School of Medicine, Department of Physical Medicine and Rehabilitation, Bahçeşehir University, Istanbul, Turkey
| | - Gürkan Berikol
- Taksim Training and Research Hospital, Neurosurgery Clinic, Istanbul, Turkey
| | - Murat Şakir Ekşi
- School of Medicine, Department of Neurosurgery, Health Sciences University, Istanbul, Turkey
- FSM Training and Research Hospital, Neurosurgery Clinic, Istanbul, Turkey
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8
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Smuck M, Truumees E, Macadaeg K, Jaini AM, Chatterjee S, Levin J. Intraosseous basivertebral nerve ablation: Pooled long-term outcomes from two prospective clinical trials. INTERVENTIONAL PAIN MEDICINE 2023; 2:100256. [PMID: 39238665 PMCID: PMC11373002 DOI: 10.1016/j.inpm.2023.100256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 05/08/2023] [Accepted: 05/09/2023] [Indexed: 09/07/2024]
Abstract
Background Vertebrogenic pain is an established source of anterior column chronic low back pain (CLBP) resulting from damaged vertebral endplates with pain signals transmitted by the basivertebral nerve (BVN). Type 1 or Type 2 Modic changes on magnetic resonance imaging (MRI) are objective biomarkers for vertebrogenic pain. Radiofrequency ablation of the BVN (BVNA) has demonstrated both efficacy and effectiveness for the treatment of vertebrogenic pain in two randomized trials. Here, we report 3-year aggregate results from two prospective studies of BVNA-treated patients. Methods Pooled results at 3 years post-BVNA are reported for two studies with similar inclusion/exclusion criteria and outcomes measurements: 1) a prospective, open label, single-arm follow-up of the treatment arm of a randomized controlled trial (RCT) comparing BVNA to standard care (INTRACEPT Trial), and 2) a prospective, open label, single cohort long-term follow-up study of BVNA-treated patients. Paired datasets (baseline and 3-years) for mean changes in Oswestry disability index (ODI) and numeric pain scores (NPS) were analyzed using a two-sided t-test with a 0.05 level of significance. Results There were 95/113 (84%) BVNA patients who completed a 3-year visit across 22 study sites. At baseline, 71% of patients reported back pain for ≥5 years, 28% were taking opioids, 34% had spinal injections in the prior 12 months, and 14% had prior low back surgery. Pain and functional improvements were significant at 3 years with a mean reduction in NPS of 4.3 points from 6.7 at baseline (95% CI 3.8, 4.8; p<0.0001) and a mean reduction in ODI of 31.2 points from 46.1 at baseline (95% CI 28.4, 34.0; p<0.0001). Responder rates, using minimal clinically important differences of ≥15-points for ODI and ≥50% reduction in NPS from baseline to three years, were 85.3% and 72.6%, respectively (combined response 69.5%), with 26.3% of patients reporting 100% pain relief at 3 years. There was a 74% reduction in the use of opioids and 84% reduction in the use of therapeutic spinal interventions from baseline to 3 years. There were no serious device or device-procedure related adverse events reported through three years. Conclusion Intraosseous BVNA demonstrates statistically significant, clinically meaningful, and durable improvements in pain and function through 3 years in patients with primary vertebrogenic low back pain. BVNA-treated patients significantly reduced opioid use and interventions for low back pain.
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Affiliation(s)
- Matthew Smuck
- Department of Orthopaedic Surgery, Division of Physical Medicine & Rehabilitation, Stanford University, 430 Broadway Street, Pavilion C 4th For, Redwood City, CA, 94063, USA
| | - Eeric Truumees
- Ascension Texas Spine & Scoliosis, 1004 W 32nd St Suite 200, TX, 78705, USA
| | - Kevin Macadaeg
- Indiana Spine Group, 13225 N Meridian St, Carmel, IN, 46032, USA
| | - Ashwin M Jaini
- Department of Orthopaedic Surgery, Division of Physical Medicine & Rehabilitation, Stanford University, 430 Broadway Street, Pavilion C 4th For, Redwood City, CA, 94063, USA
| | - Susmita Chatterjee
- Department of Orthopaedic Surgery, Division of Physical Medicine & Rehabilitation, Stanford University, 430 Broadway Street, Pavilion C 4th For, Redwood City, CA, 94063, USA
| | - Joshua Levin
- Department of Orthopaedic Surgery, Division of Physical Medicine & Rehabilitation, Stanford University, 430 Broadway Street, Pavilion C 4th For, Redwood City, CA, 94063, USA
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9
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Slouma M, Kharrat L, Tezegdenti A, Metoui L, Ghazouani E, Dhahri R, Gharsallah I, Louzir B. Pro-inflammatory cytokines in patients with low back pain: A comparative study. REUMATOLOGIA CLINICA 2023; 19:244-248. [PMID: 37147060 DOI: 10.1016/j.reumae.2022.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 07/21/2022] [Indexed: 05/07/2023]
Abstract
INTRODUCTION AND OBJECTIVES There are controversial results regarding the value of serum IL-8 and TNFα in patients with non-specific low back pain. This study aimed to compare pro-inflammatory cytokines between patients with non-specific back pain and pain-free controls. MATERIALS AND METHODS We conducted a case-control study including 106 participants: 46 patients with chronic non-specific low back pain (G1) and 60 pain-free controls (G0). The interleukin (IL-)6, IL-8, IL-17, IL-23, IL-22, and Tumor necrosis factor α (TNFα) were measured. We collected demographic and clinical data, including age, gender, low back pain duration and radicular pain. The pain degree was assessed using the Visual Analogic Scale. RESULTS The mean age was 43.17±8.7 years in G1. Radicular pain was found in 37 cases with a Visual Analogic Scale of 3.03±2.5mm. The magnetic resonance imaging was performed in (G1), showing disk herniation and degenerative disk disease in 54.3% (n=25) and 45.7% of cases (n=21), respectively. The IL-8 was higher in G1 (18.84±44.64 versus 4.34±1.23pg/mL, p:0.033). IL-8 levels correlated with TNFα (0.942, p<10-3), IL-6 (0.490, p=0.011) and Visual Analogic ScaleRadicular-pain (r:0.297, p:0.047). IL-17 was higher in patients with restricted lumbar spine mobility (9.64±20.77 versus 1.19±2.54pg/mL, p:0.014). CONCLUSIONS Our results provide evidence that IL-8 and TNFα play a role in low back pain and radicular pain due to disk degeneration or herniation. These findings could potentially be used by future studies to develop new non-specific low back pain therapeutic strategies.
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Affiliation(s)
- Maroua Slouma
- Department of Rheumatology, Military Hospital, Tunis, Tunisia; Tunis El Manar University, Tunisia
| | - Lobna Kharrat
- Department of Rheumatology, Military Hospital, Tunis, Tunisia; Tunis El Manar University, Tunisia.
| | - Aymen Tezegdenti
- Department of Immunology, Military Hospital, Tunis, Tunisia; Tunis El Manar University, Tunisia
| | - Leila Metoui
- Department of Rheumatology, Military Hospital, Tunis, Tunisia; Tunis El Manar University, Tunisia
| | - Ezzeddine Ghazouani
- Department of Immunology, Military Hospital, Tunis, Tunisia; Tunis El Manar University, Tunisia
| | - Rim Dhahri
- Department of Rheumatology, Military Hospital, Tunis, Tunisia; Tunis El Manar University, Tunisia
| | - Imen Gharsallah
- Department of Rheumatology, Military Hospital, Tunis, Tunisia; Tunis El Manar University, Tunisia
| | - Bassem Louzir
- Tunis El Manar University, Tunisia; Department of Internal Medicine, Military Hospital, Tunis, Tunisia
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10
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Dudli S, Heggli I, Laux CJ, Spirig JM, Wanivenhaus F, Betz M, Germann C, Farshad-Amacker NA, Herger N, Mengis T, Brunner F, Farshad M, Distler O. Role of C-reactive protein in the bone marrow of Modic type 1 changes. J Orthop Res 2023; 41:1115-1122. [PMID: 36062874 PMCID: PMC9985669 DOI: 10.1002/jor.25437] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 07/19/2022] [Accepted: 08/29/2022] [Indexed: 02/04/2023]
Abstract
Modic type 1 changes (MC1) are vertebral bone marrow lesions and associate with low back pain. Increased serum C-reactive protein (CRP) has inconsistently been associated with MC1. We aimed to provide evidence for the role of CRP in the tissue pathophysiology of MC1 bone marrow. From 13 MC1 patients undergoing spinal fusion at MC1 levels, vertebral bone marrow aspirates from MC1 and intrapatient control bone marrow were taken. Bone marrow CRP, interleukin (IL)-1, and IL-6 were measured with enzyme-linked immunosorbent assays; lactate dehydrogenase (LDH) was measured with a colorimetric assay. CRP, IL-1, and IL-6 were compared between MC1 and control bone marrow. Bone marrow CRP was correlated with blood CRP and with bone marrow IL-1, IL-6, and LDH. CRP expression by marrow cells was measured with a polymerase chain reaction. Increased CRP in MC1 bone marrow (mean difference: +0.22 mg CRP/g, 95% confidence interval [CI] [-0.04, 0.47], p = 0.088) correlated with blood CRP (r = 0.69, p = 0.018), with bone marrow IL-1β (ρ = 0.52, p = 0.029) and IL-6 (ρ = 0.51, p = 0.031). Marrow cells did not express CRP. Increased LDH in MC1 bone marrow (143.1%, 95% CI [110.7%, 175.4%], p = 0.014) indicated necrosis. A blood CRP threshold of 3.2 mg/L detected with 100% accuracy increased CRP in MC1 bone marrow. In conclusion, the association of CRP with inflammatory and necrotic changes in MC1 bone marrow provides evidence for a pathophysiological role of CRP in MC1 bone marrow.
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Affiliation(s)
- Stefan Dudli
- Department of Rheumatology, Center of Experimental Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Center for Applied Biotechnology and Molecular Medicine, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Irina Heggli
- Department of Rheumatology, Center of Experimental Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Christoph J. Laux
- Department of Orthopeadics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - José M. Spirig
- Department of Orthopeadics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Florian Wanivenhaus
- Department of Orthopeadics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Michael Betz
- Department of Orthopeadics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Christoph Germann
- Department of Radiology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Nadja A. Farshad-Amacker
- Department of Radiology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Nick Herger
- Department of Rheumatology, Center of Experimental Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Tamara Mengis
- Department of Rheumatology, Center of Experimental Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Florian Brunner
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Mazda Farshad
- Department of Orthopeadics, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Oliver Distler
- Department of Rheumatology, Center of Experimental Rheumatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Department of Physical Medicine and Rheumatology, Balgrist University Hospital, University of Zurich, Zurich, Switzerland
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11
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Firdous A, Gopalakrishnan V, Vo N, Sowa G. Challenges and opportunities for omics-based precision medicine in chronic low back pain. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2022:10.1007/s00586-022-07457-8. [PMID: 36565345 DOI: 10.1007/s00586-022-07457-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 07/27/2022] [Accepted: 11/07/2022] [Indexed: 12/25/2022]
Abstract
PURPOSE Chronic low back pain (cLBP) is a common health condition worldwide and a leading cause of disability with an estimated lifetime prevalence of 80-90% in industrialized countries. However, we have had limited success in treating cLBP likely due to its non-specific heterogeneous nature that goes beyond detectable anatomical changes. We propose that omics technologies as precision medicine tools are well suited to provide insight into its pathophysiology and provide diagnostic markers and therapeutic targets. Therefore, in this review, we explore the current state of omics technologies in the diagnosis and classification of cLBP. We identify factors that may serve as markers to differentiate between acute and chronic cases of low back pain (LBP). Finally, we also discuss some challenges that must be overcome to successfully apply precision medicine to the diagnosis and treatment of cLBP. METHODS A literature search for the current applications of omics technologies to chronic low back pain was performed using the following search terms- "back pain," "low back pain," "proteomics," "transcriptomics", "epigenomics," "genomics," "omics." We reviewed molecular markers identified from 35 studies which hold promise in providing information regarding molecular insights into cLBP. RESULTS GWAS studies have found evidence for the role of single nucleotide polymorphisms (SNPs) associated with pain pathways in individuals with cLBP. Epigenomic modifications in patients with cLBP have been found to be enriched among genes involved in immune signaling and inflammation. Transcriptomics profiles of patients with cLBP show multiple lines of evidence for the role of inflammation in cLBP. The glycomics profiles of patients with cLBP are similar to those of patients with inflammatory conditions. Proteomics and microbiomics show promise but have limited studies currently. CONCLUSION Omics technologies have identified associations between inflammatory and pain pathways in the pathophysiology of cLBP. However, in order to integrate information across the range of studies, it is important for the field to identify and adopt standardized definitions of cLBP and control patients. Additionally, most papers have applied a single omics method to a sampling of cLBP patients which have yielded limited insight into the pathophysiology of cLBP. Therefore, we recommend a multi-omics approach applied to large global consortia for advancing subphenotyping and better management of cLBP, via improved identification of diagnostic markers and therapeutic targets.
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Affiliation(s)
- Ayesha Firdous
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA.
| | | | - Nam Vo
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Gwendolyn Sowa
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA
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12
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Hebelka H, Brisby H, Erkmar A, Lagerstrand K. Loading of the Spine in Low Back Pain Patients Does Not Induce MRI Changes in Modic Lesions: A Prospective Clinical Study. Diagnostics (Basel) 2022; 12:diagnostics12081815. [PMID: 36010166 PMCID: PMC9406333 DOI: 10.3390/diagnostics12081815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 06/22/2022] [Accepted: 07/26/2022] [Indexed: 11/16/2022] Open
Abstract
Modic changes (MCs) are gaining increased interest as potential generators of low back pain (LBP). The current aim was to investigate possible spinal loading effects on the MRI signal in MCs in patients with LBP. Supine lumbar MRIs were performed and immediately repeated with axial loading in 100 LBP patients. A total of 43 patients (23 male, mean age 45.7 years) had MCs. Each Modic was outlined on all sagittal T2-weighted images (>25% affected vertebrae). For reference, regions of interest were placed in both vertebrae without Modic and in Modic-free tissue in vertebrae with Modic. The Modic signal intensity, normalized to cerebrospinal fluid, and Modic volume were compared between MRIs with and without spinal loading. Of the 94 MCs, 36.2% (n = 34) were type I, 58.5% (n = 55) were type II, and 5.3% (n = 5) were type III. No differences in Modic volume (mean 0.046 cm3; p = 0.25) between the MRIs with and without spinal loading were found. In addition, no significant changes in Modic signal were induced by loading (mean 1.5% difference; p = 0.308). Loading increased the signal in the reference regions of interest in vertebrae both with Modic (mean 5.5%; p = 0.002) and without (mean 3.5%; SD 0.09; p = 0.02). To conclude, MRIs performed with and without spinal loading showed no change in either volume or signal of MCs, suggesting that most MCs are not instantaneously influenced by biomechanical load.
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Affiliation(s)
- Hanna Hebelka
- Department of Radiology, Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden
- Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden; (H.B.); (A.E.); (K.L.)
- Correspondence: ; Tel.: +46-(0)-31-3436494
| | - Helena Brisby
- Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden; (H.B.); (A.E.); (K.L.)
- Department of Orthopaedics, Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden
| | - Alfred Erkmar
- Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden; (H.B.); (A.E.); (K.L.)
- Department of Orthopaedics, Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden
| | - Kerstin Lagerstrand
- Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden; (H.B.); (A.E.); (K.L.)
- Department of Medical Physics and Biomedicine, Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden
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13
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Conger A, Smuck M, Truumees E, Lotz JC, DePalma MJ, McCormick ZL. Vertebrogenic Pain: A Paradigm Shift in Diagnosis and Treatment of Axial Low Back Pain. PAIN MEDICINE (MALDEN, MASS.) 2022; 23:S63-S71. [PMID: 35856329 PMCID: PMC9297155 DOI: 10.1093/pm/pnac081] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/22/2022] [Accepted: 05/01/2022] [Indexed: 11/25/2022]
Affiliation(s)
- Aaron Conger
- Department of Physical Medicine and Rehabilitation, University of Utah, Salt Lake City, UT, USA
| | - Matthew Smuck
- Department of Orthopaedics, Stanford University, Redwood City, CA, USA
| | - Eeric Truumees
- The University of Texas Dell Medical School, Ascension Texas Spine and Scoliosis, Austin, TX, USA
| | - Jeffrey C Lotz
- Department of Orthopaedics, University of California San Francisco, San Francisco, CA, USA
| | | | - Zachary L McCormick
- Department of Physical Medicine and Rehabilitation, University of Utah, Salt Lake City, UT, USA
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14
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Reveille JD. Biomarkers in axial spondyloarthritis and low back pain: a comprehensive review. Clin Rheumatol 2021; 41:617-634. [PMID: 34674081 DOI: 10.1007/s10067-021-05968-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 09/20/2021] [Accepted: 10/13/2021] [Indexed: 02/07/2023]
Abstract
The spectrum of axial spondyloarthritis (AxSpA) (including both non-radiographic and radiographic AxSpA), also known as ankylosing spondylitis AS, has achieved growing recognition. With the development of treatments not only effective in controlling disease activity but also in slowing radiographic progression, and given the cost and risk profiles of these novel treatments and the limitations of current clinical criteria, imaging and peripheral blood biomarkers (C-reactive protein, HLA-B27 testing), the need for better biomarkers has never been greater. The purpose of this review is to present up-to-date information on the biomarkers for the diagnosis for assessing disease diagnosis, activity, treatment response, and radiographic progression of AxSpA, and entails multiple search strings used to identify articles of interest published in PubMed and the Cochrane database up to May 1, 2021. We present the current status of research in serologic biomarkers such as cytokines, adipokines, matrix metalloproteinases, calprotectin, CD74, antibodies, bone turnover markers, and circulating protein fragments of cartilage and connective tissue degradation and other biomarkers. Despite a great deal of work, most serologic results have been disappointing and to date none perform better than CRP. Recent promising preliminary data for some has been published, but require further confirmation. Transcriptomic biomarkers such as micro-RNAs and genetic biomarkers also show promise to assist in diagnosis and possibly for radiographic severity, including a recently developed panel of genetic risk markers used in a polygenic risk score instrument in AS diagnosis. These need further confirmation and application in AS as well as in nr-AxSpA.
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Affiliation(s)
- John D Reveille
- Department of Internal Medicine, Division of Rheumatology, McGovern Medical School at The University of Texas Health Science Center, 6431 Fannin, MSB 5.270, Houston, TX, 77030, USA.
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15
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Gjefsen E, Gervin K, Goll G, Bråten LCH, Wigemyr M, Aass HCD, Vigeland MD, Schistad E, Pedersen LM, Pripp AH, Storheim K, Selmer KK, Zwart JA. Macrophage migration inhibitory factor: a potential biomarker for chronic low back pain in patients with Modic changes. RMD Open 2021; 7:rmdopen-2021-001726. [PMID: 34344830 PMCID: PMC8336134 DOI: 10.1136/rmdopen-2021-001726] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 07/19/2021] [Indexed: 01/20/2023] Open
Abstract
Background Low back pain (LBP) is a leading cause of disability worldwide, but the aetiology remains poorly understood. Finding relevant biomarkers may lead to better understanding of disease mechanisms. Patients with vertebral endplate bone marrow lesions visualised on MRI as Modic changes (MCs) have been proposed as a distinct LBP phenotype, and inflammatory mediators may be involved in the development of MCs. Objectives To identify possible serum biomarkers for LBP in patients with MCs. Methods In this case control study serum levels of 40 cytokines were compared between patients with LBP and MC type 1 (n=46) or type 2 (n=37) and healthy controls (n=50). Results Analyses identified significantly higher levels of six out of 40 cytokines in the MC type 1 group (MC1), and five in the MC type 2 group (MC2) compared with healthy controls. Six cytokines were moderately correlated with pain. Principal component analyses revealed clustering and separation of patients with LBP and controls, capturing 40.8% of the total variance, with 10 cytokines contributing to the separation. Macrophage migration inhibitory factor (MIF) alone accounted for 92% of the total contribution. Further, receiver operating characteristics analysis revealed that MIF showed an acceptable ability to distinguish between patients and controls (area under the curve=0.79). Conclusions These results suggest that cytokines may play a role in LBP with MCs. The clinical significance of the findings is unknown. MIF strongly contributed to clustering of patients with LBP with MCs and controls, and might be a biomarker for MCs. Ultimately, these results may guide future research on novel treatments for this patient group.
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Affiliation(s)
- Elisabeth Gjefsen
- Communication and Research Unit for Musculoskeletal Disorders, Oslo universitetssykehus Ulleval, Oslo, Norway .,Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Kristina Gervin
- Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
| | - Guro Goll
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | | | - Monica Wigemyr
- Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
| | | | - Maria Dehli Vigeland
- Faculty of Medicine, University of Oslo, Oslo, Norway.,Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
| | - Elina Schistad
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway
| | | | - Are Hugo Pripp
- Oslo Centre of Biostatistics and Epidemiology Research Support Services, Oslo University Hospital Ullevaal, Oslo, Norway
| | - Kjersti Storheim
- Communication and Research Unit for Musculoskeletal Disorders, Oslo universitetssykehus Ulleval, Oslo, Norway.,Department of Physiotherapy, Oslo Metropolitan University, Oslo, Norway
| | | | - John Anker Zwart
- Faculty of Medicine, University of Oslo, Oslo, Norway.,Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
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