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Yang F, Zhang J, Zha J, Zhang G, Li J, Du W, Liu L, Di J. 2bRAD-M reveals differences in microbial communities between Modic changes and disc herniation. Front Cell Infect Microbiol 2025; 15:1449873. [PMID: 40191136 PMCID: PMC11968760 DOI: 10.3389/fcimb.2025.1449873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 03/10/2025] [Indexed: 04/09/2025] Open
Abstract
Background Modic changes are caused by various factors, such as degenerative processes, inflammation, biomechanical, genetic, and metabolic factors, infection, and smoking. Bacteria have been identified in human intervertebral discs by 16S rRNA sequencing; however, the low microbial biomass in intervertebral disc tissue limits species-level analyses using this approach. In this study, we employed 2bRAD-M (2b Restriction Site Associated DNA sequencing for Microbiome), a new sequencing technology capable of accurately characterizing bacteria, fungi, and archaea in samples with low microbial biomass at species-level resolution. Methods We surveyed 20 intervertebral disc (IVD) samples, including 10 IVD samples with Modic changes and 10 herniated disc samples. 2bRAD-M was performed to explore whether microbial differences existed between Modic change and herniated disc samples. Results In total, 332 microbial species were identified, including 75 species shared between the two groups. Enrichment for Escherichia_coli, Cupriavidus_pauculus, and Bradyrhizobium_denitrificans was observed in the Modic change group, while Afipia_broomeae, Phyllobacterium_calauticae, Tardiphaga_sp002256345, Mesorhizobium_sp004136315, Afipia_sp000497575, Burkholderia_contaminans, and Afipia_sp017474385 were more abundant in the herniated disc group. Additionally, 19 discriminatory taxa were determined by linear discriminant analysis effect size (LEfSe). In a random forest model for partitioning the two groups, the species with the highest variable importance were Afipia_broomeae, Phyllobacterium_calauticae, and Escherichia_coli. Moreover, a newly constructed random forest model based on an optimal marker set consisting of eight highly abundant species successfully distinguished between the Modic change and herniated disc groups, with an accuracy of 81.0%. A functional annotation analysis showed that differentially abundant taxa between the Modic change and herniated disc groups could be assigned to 4093 COGs (Clusters of Orthologous Groups) and 342 related signaling pathways. Conclusion This study represents the first application of 2bRAD-M to Modic changes and disc herniation, revealing significant differences in microbial taxa between the two groups. These results suggest that microbial dysbiosis in the intervertebral disc is associated with Modic changes and provide candidate targets for further studies of the mechanisms underlying the development and progression of Modic changes.
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Affiliation(s)
- Fang Yang
- Department of Radiotherapy, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Jingtao Zhang
- Department of Orthopedics, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Junpu Zha
- Department of Orthopedics, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Guolei Zhang
- Department of Orthopedics, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Jia Li
- Department of Orthopedics, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Wei Du
- Department of Orthopedics, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Lin Liu
- Department of Orthopedics, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Jun Di
- Department of Orthopedics, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
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Vasudevan G, Ramachandran K, Tangavel C, Nayagam SM, Gopalakrishnan C, Muthurajan R, Sri Vijay Anand KS, Rajasekaran S. "Elucidating the immunomodulatory role of endocannabinoids in intervertebral disc degeneration". 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; 34:308-315. [PMID: 39542877 DOI: 10.1007/s00586-024-08550-w] [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: 07/23/2024] [Revised: 07/23/2024] [Accepted: 10/27/2024] [Indexed: 11/17/2024]
Abstract
PURPOSE The endocannabinoid system (ECS) has been well-established to play a crucial role in the regulation of several physiological processes as well as many inflammatory disease conditions. However, its role in intervertebral disc degeneration has been least explored. We aim to investigate the immunomodulatory role of endocannabinoids in regulating IVD health. METHODS The study population included 20 healthy volunteers (controls) and 40 patients with disc degeneration (disease group) (20 Modic and 20 Non Modic). 16S metagenome sequencing of the V3-V4 region was performed for the DNA extracted from NP tissue samples of both control and disease groups. Sequencing was carried out using the Novaseq 6000 platform using 250 bp paired-end chemistry. A global metabolic profile was obtained using the uHPLC system coupled with Q Exactive Plus Hybrid Quadrupole-Orbitrap mass spectrometer. RESULTS Our study revealed a higher prevalence of gram-negative bacteria, particularly opportunistic pathogens like Pseudomonas, in diseased discs (71-81%) compared to healthy controls (54%). Further investigation using metabolomics identified significant changes in the lipid profiles of diseased discs. We found that the signalling molecules of the ECS, 2-arachidonylglycerol (2-AG) and N-arachidonoylethanolamine (AEA), were significantly lower in diseased discs compared to controls (Log2FC -2.62 for 2-AG and -3.15 for AEA). Conversely, pro-inflammatory metabolites like LTA4, HPETE, HETE, and Prostaglandin G2 were elevated in diseased discs, with a Log2 fold increase greater than 2.5. CONCLUSION The study reveals that the endocannabinoid metabolites (2-AG and AEA) of the ECS could be a significant molecule influencing susceptibility to infection and inflammation within the intervertebral discs, which could be a potential target for improving disc health. LEVEL OF EVIDENCE Diagnostic: individual cross-sectional studies with consistently applied reference standard and blinding.
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Affiliation(s)
- Gowdaman Vasudevan
- Ganga Research Centre, SF No.442, NGGO Colony Post, Vattamalaipalayam, Coimbatore, TamilNadu, 641022, India
| | - Karthik Ramachandran
- Department of Spine Surgery, Ganga Hospital, 313, Mettupalayam Road, Coimbatore, India
| | - Chitraa Tangavel
- Ganga Research Centre, SF No.442, NGGO Colony Post, Vattamalaipalayam, Coimbatore, TamilNadu, 641022, India
| | - Sharon Miracle Nayagam
- Ganga Research Centre, SF No.442, NGGO Colony Post, Vattamalaipalayam, Coimbatore, TamilNadu, 641022, India
| | - Chellappa Gopalakrishnan
- Ganga Research Centre, SF No.442, NGGO Colony Post, Vattamalaipalayam, Coimbatore, TamilNadu, 641022, India
| | - Raveendran Muthurajan
- Department of Plant Biotechnology, Tamil Nadu Agricultural University, Lawley Road, Coimbatore, India
| | - K S Sri Vijay Anand
- Department of Spine Surgery, Ganga Hospital, 313, Mettupalayam Road, Coimbatore, India
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Gamada H, Funayama T, Nakagawa T, Sunami T, Sakashita K, Inomata K, Okuwaki S, Asada T, Shibao Y, Miura K, Noguchi H, Takahashi H, Shiina I, Nakagawa T, Yamazaki M, Koda M. Comparison of Disc Degeneration between Pyogenic Spondylitis and Noninfected Lumbar Spondylosis: A Multicenter Retrospective Study with Propensity Score Matching. Spine Surg Relat Res 2024; 8:616-622. [PMID: 39659380 PMCID: PMC11625711 DOI: 10.22603/ssrr.2024-0032] [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: 02/09/2024] [Accepted: 03/15/2024] [Indexed: 12/12/2024] Open
Abstract
Introduction Disc degeneration is a risk factor of pyogenic spondylitis. However, its degree in patients with pyogenic spondylitis is unknown. This study aimed to determine differences in disc degeneration between patients with pyogenic spondylitis and those with noninfectious lumbar spondylosis. Methods A total of 85 patients with lumbar pyogenic spondylitis (the infected group) and 156 with lumbar spondylosis who underwent posterior lumbar interbody fusion (the noninfected group) were retrospectively evaluated. Patients with a previous history of spinal fusion, tuberculous spondylitis, and multilevel infection and those receiving dialysis were excluded. Magnetic resonance imaging of the lumbar spine was conducted. Each disc at the L1/2-L5/S levels was graded. The total score of the four discs, excluding the affected disc, was used as the modified disc degenerative disease (DDD) score. Propensity score matching was performed using independent variables such as age, sex, diabetes mellitus, cancer, and steroid use. The modified DDD scores at all and each disc level were compared between the two matched groups. Results After matching, 48 patients in the infected group and 88 in the noninfected group were finally included in the study. The mean modified DDD scores of the infected and noninfected groups were 7.63 and 5.40, respectively. The modified DDD scores at all and each disc level were higher in the infected group than in the noninfected group. Conclusions The incidence of disc degeneration at all and each disc level was higher in patients with pyogenic spondylitis than in those with noninfectious lumbar spondylosis.
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Affiliation(s)
- Hisanori Gamada
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
- Department of Orthopaedic Surgery, Ibaraki Western Medical Center, Chikusei, Japan
| | - Toru Funayama
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
- Department of Orthopaedic Surgery, Kenpoku Medical Center Takahagi Kyodo Hospital, Takahagi, Japan
| | - Takane Nakagawa
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
- Department of Orthopaedic Surgery, Moriya Daiichi General Hospital, Moriya, Japan
| | - Takahiro Sunami
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Kotaro Sakashita
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Kento Inomata
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Shun Okuwaki
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Tomoyuki Asada
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Yosuke Shibao
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
- Department of Orthopaedic Surgery, Ibaraki Western Medical Center, Chikusei, Japan
| | - Kousei Miura
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Hiroshi Noguchi
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Hiroshi Takahashi
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Itsuo Shiina
- Department of Orthopaedic Surgery, Moriya Daiichi General Hospital, Moriya, Japan
| | - Tsukasa Nakagawa
- Department of Orthopaedic Surgery, Ibaraki Western Medical Center, Chikusei, Japan
| | - Masashi Yamazaki
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Masao Koda
- Department of Orthopaedic Surgery, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
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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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Morimoto T, Kobayashi T, Kakiuchi T, Esaki M, Tsukamoto M, Yoshihara T, Hirata H, Yabuki S, Mawatari M. Gut-spine axis: a possible correlation between gut microbiota and spinal degenerative diseases. Front Microbiol 2023; 14:1290858. [PMID: 37965563 PMCID: PMC10641865 DOI: 10.3389/fmicb.2023.1290858] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 10/10/2023] [Indexed: 11/16/2023] Open
Abstract
As society ages, the number of patients with spinal degenerative diseases (SDD) is increasing, posing a major socioeconomic problem for patients and their families. SDD refers to a generic term for degenerative diseases of spinal structures, including osteoporosis (bone), facet osteoarthritis (joint), intervertebral disk degeneration (disk), lumbar spinal canal stenosis (yellow ligament), and spinal sarcopenia (muscle). We propose the term "gut-spine axis" for the first time, given the influence of gut microbiota (GM) on the metabolic, immune, and endocrine environment in hosts through various potential mechanisms. A close cross-talk is noted between the aforementioned spinal components and degenerative diseases. This review outlines the nature and role of GM, highlighting GM abnormalities associated with the degeneration of spinal components. It also summarizes the evidence linking GM to various SDD. The gut-spine axis perspective can provide novel insights into the pathogenesis and treatment of SDD.
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Affiliation(s)
- Tadatsugu Morimoto
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Takaomi Kobayashi
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Toshihiko Kakiuchi
- Department of Pediatrics, Faculty of Medicine, Saga University, Saga, Japan
| | - Motohiro Esaki
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Masatsugu Tsukamoto
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Tomohito Yoshihara
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Hirohito Hirata
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Shoji Yabuki
- Fukushima Medical University School of Health Sciences, Fukushima, Japan
| | - Masaaki Mawatari
- Department of Orthopedic Surgery, Faculty of Medicine, Saga University, Saga, Japan
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Gualdi F, Smith IG, Boixader RC, Williams FMK. Modic change is associated with increased BMI but not autoimmune diseases in TwinsUK. 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; 32:3379-3386. [PMID: 37555954 DOI: 10.1007/s00586-023-07870-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 06/24/2023] [Accepted: 07/22/2023] [Indexed: 08/10/2023]
Abstract
PURPOSE Low back pain (LBP) is one of the largest causes of morbidity worldwide. The aetiology of LBP is complex, and many factors contribute to the onset. Bone marrow lesions within the vertebra adjacent to an intervertebral degenerate disc named Modic change (MC) have been suggested as a diagnostic subgroup of LBP. Autoimmune response has been proposed to be one of the causes that promote the development of MC. The aim of the current investigation is to assess prevalence and severity of MC and LBP in participants with an autoimmune disease diagnosis in a well-documented cohort of adult twin volunteers. METHODS Multivariate generalized mixed linear models (GLMM) were implemented in order to calculate the association between having an autoimmune disorder and MC prevalence, width and severe and disabling LBP. The model was corrected for family structure as well as for covariates such as age, BMI and smoking. RESULTS No association was found between diagnosis of autoimmune disorder and MC. Interestingly, BMI was independently associated with MC width but not to MC prevalence. These results help to shed light on the relationship between MC and autoimmunity as well as the role of BMI in the development of the lesions. CONCLUSION This study is the first to examine autoimmune disorders and MC prevalence in a large, population-based female cohort. The study was well powered to detect a small effect. No association was found between having a diagnosis of one or more autoimmune conditions and MC prevalence, width or LBP.
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Affiliation(s)
- Francesco Gualdi
- Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), Pompeu Fabra University (UPF), Barcelona, Spain.
- Structural Bioinformatics Lab (GRIB-IMIM), Department of Medicine and Life Sciences, Universitat Pompeu Fabra, 08005, Barcelona, Catalonia, Spain.
- Department Twin Research and Genetic Epidemiology, King's College London, St Thomas Hospital, Westminster Bridge Road, London, SE1 7EH, UK.
| | - Isabelle Granville Smith
- Department Twin Research and Genetic Epidemiology, King's College London, St Thomas Hospital, Westminster Bridge Road, London, SE1 7EH, UK
| | - Roger Compte Boixader
- Department Twin Research and Genetic Epidemiology, King's College London, St Thomas Hospital, Westminster Bridge Road, London, SE1 7EH, UK
| | - Frances M K Williams
- Department Twin Research and Genetic Epidemiology, King's College London, St Thomas Hospital, Westminster Bridge Road, London, SE1 7EH, UK
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Rajasekaran S, Vasudevan G, Easwaran M, Devi Ps N, Anand K S SV, Muthurajan R, Tangavel C, Murugan C, B T P, Shetty AP, Kanna RM. "Are we barking up the wrong tree? Too much emphasis on Cutibacterium acnes and ignoring other pathogens"- a study based on next-generation sequencing of normal and diseased discs. Spine J 2023; 23:1414-1426. [PMID: 37369253 DOI: 10.1016/j.spinee.2023.06.396] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 06/19/2023] [Accepted: 06/19/2023] [Indexed: 06/29/2023]
Abstract
BACKGROUND The majority of literature on bacterial flora in the disc stands disadvantaged in utilizing traditional culture methods and targeting a single bacterium, Cutibacterium acnes. PURPOSE Our objective was to document the diversity in the bacterial flora between normal and degenerated discs for shortlisting potential pathogens using next-generation genomic tools. STUDY DESIGN Experimental case-control study. METHODS Researchers employed 16S metagenome sequencing to profile bacterial diversity in magnetic resonance imaging normal healthy discs from brain-dead organ voluntary donors (n=20) and 40 degenerated disc samples harvested during surgery (Modic [MC]=20 and non-Modic [NMC]=20). The V3-V4 region was amplified using universal bacterial primers 341F and 806R, and the libraries were sequenced using Illumina NovoSeq 6000 platform. Statistical significance was set at bacteria with a minimum of 100 operational taxonomic unit (OTU) and present in at least 70% of the samples. The quality check-filtered reads were processed using the QIIME-2 pipeline. The OTU clustering and taxonomic classification were carried out for the merged reads using the Greengenes/SILVA reference database. Validation was done by identification of bacterial metabolites in samples using the liquid chromatography-mass spectrometry approach. RESULTS Abundant bacteria differing widely in diversity, as evidenced by Alfa and Beta diversity analysis, were present in all control and degenerative samples. The number of bacterial genera was 27 (14-gram-positive: 13-gram-negative) in the control group, 23 (10-gram-positive: 11-gram-negative) in the Modic group, and 16 (11-gram-positive: 5-gram-negative) in the non-Modic group. In the Modic group, gram-negative bacteria OTUs were found to be predominant (more than 50% of the total bacteria identified), whereas in control and non-Modic groups the OTUs of gram-positive bacteria were predominant. Species-level analysis revealed an abundance of opportunistic gram-negative pathogens like Pseudomonas aeruginosa, Sphingomonos paucibacillus, and Ochrobactrum quorumnocens in the discs with Modic changes, more than in non-Modic discs. The presence of bacterial metabolites and quorum-sensing molecules like N-decanoyl-L-homoserine lactone, 6-hydroxynicotinic acid, 2-aminoacetophenone, 4-hydroxy-3-polyprenylbenzoate, PE (16:1(9Z)/18:0) and phthalic acid validated the colonization and cell-cell communication of bacteria in disc ruling out contamination theory. Cutibacterium acnes was not the predominant bacteria in any of the three groups of discs and in fact was in the 16th position in the order of abundance in the control discs (0.72%), seventh position in the Modic discs (1.41%), and 12th position (0.53%) in the non-Modic discs. CONCLUSION This study identified a predominance of gram-negative bacteria in degenerated discs and highlights that Cutibacterium acnes may not be the only degeneration-causing bacteria. This may be attributed to the environment, diet, and lifestyle habits of the sample population. Though the study does not reveal the exact pathogen, it may pave the way for future studies on the subject. CLINICAL SIGNIFICANCE These findings invite further investigation into causal relationships of bacterial profile with disc degeneration phenotypes as well as phenotype-driven clinical treatment protocols.
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Affiliation(s)
- Shanmuganathan Rajasekaran
- Department of Spine Surgery, Ganga Hospital, 313, Mettupalayam Rd, Coimbatore, Tamil Nadu, 641043, India.
| | - Gowdaman Vasudevan
- Ganga Research Centre, SF No.442, Vattamalaipalayam, Rd, NGGO Colony Post, Coimbatore, Tamil Nadu, 641022, India
| | - Murugesh Easwaran
- Ganga Research Centre, SF No.442, Vattamalaipalayam, Rd, NGGO Colony Post, Coimbatore, Tamil Nadu, 641022, India
| | - Narmatha Devi Ps
- Ganga Research Centre, SF No.442, Vattamalaipalayam, Rd, NGGO Colony Post, Coimbatore, Tamil Nadu, 641022, India
| | - Sri Vijay Anand K S
- Department of Spine Surgery, Ganga Hospital, 313, Mettupalayam Rd, Coimbatore, Tamil Nadu, 641043, India
| | - Raveendran Muthurajan
- Department of Plant Biotechnology, Tamil Nadu Agricultural University, Lawley Rd, Coimbatore, Tamil Nadu, 641003, India
| | - Chitraa Tangavel
- Ganga Research Centre, SF No.442, Vattamalaipalayam, Rd, NGGO Colony Post, Coimbatore, Tamil Nadu, 641022, India
| | - Chandhan Murugan
- Department of Spine Surgery, Ganga Hospital, 313, Mettupalayam Rd, Coimbatore, Tamil Nadu, 641043, India
| | - Pushpa B T
- Department of Radiodiagnosis, Ganga Hospital, 313, Mettupalayam Rd, Coimbatore, Tamil Nadu, 641043, India
| | - Ajoy Prasad Shetty
- Department of Spine Surgery, Ganga Hospital, 313, Mettupalayam Rd, Coimbatore, Tamil Nadu, 641043, India
| | - Rishi Mugesh Kanna
- Department of Spine Surgery, Ganga Hospital, 313, Mettupalayam Rd, Coimbatore, Tamil Nadu, 641043, India
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Moser M, Adl Amini D, Albertini Sanchez L, Oezel L, Haffer H, Muellner M, Zhu J, Carrino JA, Shue J, Sama AA, Cammisa FP, Girardi FP, Hughes AP. The association between vertebral endplate defects, subchondral bone marrow changes, and lumbar intervertebral disc degeneration: a retrospective, 3-year longitudinal study. 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; 32:2350-2357. [PMID: 36773077 DOI: 10.1007/s00586-023-07544-4] [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: 10/22/2022] [Revised: 10/22/2022] [Accepted: 01/13/2023] [Indexed: 02/12/2023]
Abstract
PURPOSE To investigate the influence of vertebral endplate defects and subchondral bone marrow changes on the development of lumbar intervertebral disc degeneration (DD). METHODS Patients > 18 y/o without any history of lumbar fusion who had repeat lumbar magnetic resonance imaging scans primarily for low back pain (LBP) performed at a minimum of 3 years apart at a single institution, and no spinal surgery in between scans were included. Total endplate score (TEPS), Modic changes (MC), and Pfirrmann grading (PFG) per lumbar disc level were assessed. DD was defined as PFG ≥ 4. RESULTS Three hundred and fifty-three patients (54.4% female) were included in the final analysis, comprising 1765 lumbar intervertebral discs. The patient population was 85.6% Caucasian with a median age of 60.1 years and a body mass index (BMI) of 25.8 kg/m2. A cutoff score of 5 was identified for the TEPS above which both the prevalence of DD and the odds of developing DD increased. The probability of developing DD did not differ significantly between lumbar disc levels (P = 0.419). In the multivariable analysis with adjustments for age, sex, race, body mass index (BMI), MC, TEPS cutoff > 5, and spinal level, only age (OR = 1.020; P = 0.002) was found to be an independent risk factor for developing intervertebral DD. CONCLUSION Our results suggest that TEPS does not unequivocally predict intervertebral DD in patients with LBP, since higher degrees of endplate defects might also develop secondarily to DD, and MC tend to occur late in the cascade of degeneration.
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Affiliation(s)
- Manuel Moser
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
- Department of Spine Surgery, Lucerne Cantonal Hospital, Spitalstrasse, 6000, Lucerne, Switzerland
| | - Dominik Adl Amini
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Leonardo Albertini Sanchez
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
- Weill Cornell Medical College, 1300 York Avenue, New York, NY, 10065, USA
| | - Lisa Oezel
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
- Department of Orthopedic Surgery and Traumatology, University Hospital Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany
| | - Henryk Haffer
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Maximilian Muellner
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Jiaqi Zhu
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
| | - John A Carrino
- Department of Radiology and Imaging, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
| | - Jennifer Shue
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
| | - Andrew A Sama
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
| | - Frank P Cammisa
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
| | - Federico P Girardi
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA
| | - Alexander P Hughes
- Spine Care Institute, Hospital for Special Surgery, Weill Cornell Medicine, 535 East 70th Street, New York, NY, 10021, USA.
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9
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Issa TZ, Lambrechts MJ, Toci GR, Brush PL, Schilken MM, Torregrossa F, Grasso G, Vaccaro AR, Canseco JA. Evaluating Nonoperative Treatment for Low Back Pain in the Presence of Modic Changes: A Systematic Review. World Neurosurg 2023; 171:e108-e119. [PMID: 36442780 DOI: 10.1016/j.wneu.2022.11.096] [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: 07/25/2022] [Revised: 11/20/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVE The objective of this study was to summarize and assess the current literature evaluating nonoperative treatments for patients with Modic changes (MCs) and low back pain (LBP). METHODS A systematic review was conducted in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The PubMed database was searched from its inception until May 1, 2022 for studies evaluating MC and clinical outcomes. Key findings, treatment details, and patient information were extracted from included studies. Study quality was assessed using the Newcastle-Ottawa Scale. RESULTS Eighteen studies were included in this review, encompassing a total of 2452 patients, 1713 of whom displayed baseline MC. Seventy-eight percent of studies were high quality. Of included studies, 2 evaluated antibiotics, 5 evaluated steroid injections, 6 evaluated conservative therapies, and 5 evaluated other treatment modalities. Antibiotics and bisphosphonates improved treatment in patients with MC. Patients with MC without disc herniation benefited from conservative therapy, while those with Type I Modic changes and disc herniation experienced poorer improvement. Significant variability exists in reported outcomes following steroid injections. CONCLUSIONS Nonoperative therapy may provide patients with MC with significant benefits. Patients may benefit from therapies not traditionally utilized for LBP such as antibiotics or bisphosphonates, but conservative therapy is not recommended for patients with concomitant MC and disc herniation. The large variation in follow-up times and outcome measures contributes to significant heterogeneity in studies and inability to predict long-term patient outcomes. More long-term studies are needed to assess nonoperative treatments for LBP in patients with MC.
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Affiliation(s)
- Tariq Z Issa
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Mark J Lambrechts
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Gregory R Toci
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Parker L Brush
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Meghan M Schilken
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Fabio Torregrossa
- Department of Biomedicine, Neurosurgical Unit, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Giovanni Grasso
- Department of Biomedicine, Neurosurgical Unit, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy.
| | - Alexander R Vaccaro
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jose A Canseco
- Rothman Orthopaedics at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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10
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Tao S, Shen Z, Chen J, Shan Z, Huang B, Zhang X, Zheng L, Liu J, You T, Zhao F, Hu J. Red Light-Mediated Photoredox Catalysis Triggers Nitric Oxide Release for Treatment of Cutibacterium Acne Induced Intervertebral Disc Degeneration. ACS NANO 2022; 16:20376-20388. [PMID: 36469724 DOI: 10.1021/acsnano.2c06328] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Intervertebral disc degeneration (IVDD) has been known as a highly prevalent and disabling disease, which is one of the main causes of low back pain and disability. Unfortunately, there is no effective cure to treat this formidable disease, and surgical interventions are typically applied. Herein, we report that the local administration of nitric oxide (NO)-releasing micellar nanoparticles can efficiently treat IVDD associated with Modic changes in a rat model established by infection with Cutibacterium acnes (C. acnes). By covalent incorporation of palladium(II) meso-tetraphenyltetrabenzoporphyrin photocatalyst and coumarin-based NO donors into the core of micellar nanoparticles, we demonstrate that the activation of the UV-absorbing coumarin-based NO donors can be achieved under red light irradiation via photoredox catalysis, although it remains a great challenge to implement photoredox catalysis reactions in biological conditions due to the complex microenvironments. Notably, the local delivery of NO can not only efficiently eradicate C. acnes pathogens but also inhibit the inflammatory response and osteoclast differentiation in the intervertebral disc tissues, exerting antibacterial, anti-inflammatory, and antiosteoclastogenesis effects. This work provides a feasible means to efficiently treat IVDD by the local administration of NO signaling molecules without resorting to a surgical approach.
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Affiliation(s)
- Siyue Tao
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou310016, China
| | - Zhiqiang Shen
- Department of Pharmacy, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, and CAS Key Laboratory of Soft Matter Chemistry, Department of Polymer Science and Engineering, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei230026, Anhui, China
| | - Jian Chen
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou310016, China
| | - Zhi Shan
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou310016, China
| | - Bao Huang
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou310016, China
| | - Xuyang Zhang
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou310016, China
| | - Lin Zheng
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou310016, China
| | - Junhui Liu
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou310016, China
| | - Tao You
- Department of Orthopedics, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei230001, AnhuiChina
| | - Fengdong Zhao
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou310016, China
| | - Jinming Hu
- Department of Pharmacy, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, and CAS Key Laboratory of Soft Matter Chemistry, Department of Polymer Science and Engineering, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei230026, Anhui, China
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11
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Guo Y, Zhao H, Lu J, Xu H, Hu T, Wu D. Preoperative Lymphocyte to Monocyte Ratio as a Predictive Biomarker for Disease Severity and Spinal Fusion Failure in Lumbar Degenerative Diseases Patients Undergoing Lumbar Fusion. J Pain Res 2022; 15:2879-2891. [PMID: 36124035 PMCID: PMC9482412 DOI: 10.2147/jpr.s379453] [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: 06/28/2022] [Accepted: 09/06/2022] [Indexed: 11/23/2022] Open
Abstract
Objective This study was designed to determine whether lymphocyte to monocyte ratio (LMR) correlated with the intervertebral disc degeneration (IDD) severity and the postoperative spinal fusion rate in patients with lumbar disc disease. Methods 303 patients undergoing posterior lumbar decompression and fusion were retrospectively analyzed. An examination of the blood count was performed before surgery. The cumulative grade was calculated by summing the pfirrmann grades of all lumbar discs. Grouping was based on the 50th percentile of cumulative grade and spinal fusion. The relationship between LMR and IDD severity and spinal fusion was explored using correlation analyses and logistic regression models. The receiver operating characteristic (ROC) curve was performed to measure model discrimination, and Hosmer-Lemeshow (H-L) test was used to measure calibration. Meanwhile, the ROC curve evaluated the discrimination ability of LMR in predicting severe degeneration and fusion failure. Results LMR was significantly lower in the severe degeneration group (cumulative grade > 18) than in the mild to moderate degeneration group (cumulative grade ≤ 18). Furthermore, the LMR of the fusion group was significantly higher than that of the non-fusion group. The multivariate binary logistic models revealed that LMR was an independently influencing factor of the severe degeneration and fusion failure (OR: 0.793, 95% CI: 0.638–0.987, p = 0.038; OR: 0.371, 95% CI: 0.258–0.532, p < 0.001). The models showed excellent discrimination and calibration. The area under the curve (AUC) of severe degeneration and fusion failure identified by LMR were 0.635 and 0.643, respectively, and the corresponding cut-off values were 3.16 and 3.90. Conclusion LMR is significantly associated with the risk of severe disc degeneration and spinal fusion failure.
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Affiliation(s)
- Youfeng Guo
- Department of Spine Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, People's Republic of China
| | - Haihong Zhao
- Department of Spine Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, People's Republic of China
| | - Jiawei Lu
- Department of Spine Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, People's Republic of China
| | - Haowei Xu
- Department of Spine Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, People's Republic of China
| | - Tao Hu
- Department of Spine Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, People's Republic of China
| | - Desheng Wu
- Department of Spine Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, People's Republic of China
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12
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Bermudez-Lekerika P, Crump KB, Tseranidou S, Nüesch A, Kanelis E, Alminnawi A, Baumgartner L, Muñoz-Moya E, Compte R, Gualdi F, Alexopoulos LG, Geris L, Wuertz-Kozak K, Le Maitre CL, Noailly J, Gantenbein B. Immuno-Modulatory Effects of Intervertebral Disc Cells. Front Cell Dev Biol 2022; 10:924692. [PMID: 35846355 PMCID: PMC9277224 DOI: 10.3389/fcell.2022.924692] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 05/20/2022] [Indexed: 11/29/2022] Open
Abstract
Low back pain is a highly prevalent, chronic, and costly medical condition predominantly triggered by intervertebral disc degeneration (IDD). IDD is often caused by structural and biochemical changes in intervertebral discs (IVD) that prompt a pathologic shift from an anabolic to catabolic state, affecting extracellular matrix (ECM) production, enzyme generation, cytokine and chemokine production, neurotrophic and angiogenic factor production. The IVD is an immune-privileged organ. However, during degeneration immune cells and inflammatory factors can infiltrate through defects in the cartilage endplate and annulus fibrosus fissures, further accelerating the catabolic environment. Remarkably, though, catabolic ECM disruption also occurs in the absence of immune cell infiltration, largely due to native disc cell production of catabolic enzymes and cytokines. An unbalanced metabolism could be induced by many different factors, including a harsh microenvironment, biomechanical cues, genetics, and infection. The complex, multifactorial nature of IDD brings the challenge of identifying key factors which initiate the degenerative cascade, eventually leading to back pain. These factors are often investigated through methods including animal models, 3D cell culture, bioreactors, and computational models. However, the crosstalk between the IVD, immune system, and shifted metabolism is frequently misconstrued, often with the assumption that the presence of cytokines and chemokines is synonymous to inflammation or an immune response, which is not true for the intact disc. Therefore, this review will tackle immunomodulatory and IVD cell roles in IDD, clarifying the differences between cellular involvements and implications for therapeutic development and assessing models used to explore inflammatory or catabolic IVD environments.
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Affiliation(s)
- Paola Bermudez-Lekerika
- Tissue Engineering for Orthopaedics and Mechanobiology, Bone and Joint Program, Department for BioMedical Research (DBMR), Faculty of Medicine, University of Bern, Bern, Switzerland.,Department of Orthopaedic Surgery and Traumatology, Inselspital, Bern University Hospital, Medical Faculty, University of Bern, Bern, Switzerland
| | - Katherine B Crump
- Tissue Engineering for Orthopaedics and Mechanobiology, Bone and Joint Program, Department for BioMedical Research (DBMR), Faculty of Medicine, University of Bern, Bern, Switzerland.,Department of Orthopaedic Surgery and Traumatology, Inselspital, Bern University Hospital, Medical Faculty, University of Bern, Bern, Switzerland
| | | | - Andrea Nüesch
- Biomolecular Sciences Research Centre, Sheffield Hallam University, Sheffield, United Kingdom
| | - Exarchos Kanelis
- ProtATonce Ltd., Athens, Greece.,School of Mechanical Engineering, National Technical University of Athens, Zografou, Greece
| | - Ahmad Alminnawi
- GIGA In Silico Medicine, University of Liège, Liège, Belgium.,Skeletal Biology and Engineering Research Center, KU Leuven, Leuven, Belgium
| | | | | | - Roger Compte
- Twin Research and Genetic Epidemiology, St Thomas' Hospital, King's College London, London, United Kingdom
| | - Francesco Gualdi
- Institut Hospital Del Mar D'Investigacions Mèdiques (IMIM), Barcelona, Spain
| | - Leonidas G Alexopoulos
- ProtATonce Ltd., Athens, Greece.,School of Mechanical Engineering, National Technical University of Athens, Zografou, Greece
| | - Liesbet Geris
- GIGA In Silico Medicine, University of Liège, Liège, Belgium.,Skeletal Biology and Engineering Research Center, KU Leuven, Leuven, Belgium.,Biomechanics Research Unit, KU Leuven, Leuven, Belgium
| | - Karin Wuertz-Kozak
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY, United States.,Spine Center, Schön Klinik München Harlaching Academic Teaching Hospital and Spine Research Institute of the Paracelsus Private Medical University Salzburg (Austria), Munich, Germany
| | - Christine L Le Maitre
- Biomolecular Sciences Research Centre, Sheffield Hallam University, Sheffield, United Kingdom
| | | | - Benjamin Gantenbein
- Tissue Engineering for Orthopaedics and Mechanobiology, Bone and Joint Program, Department for BioMedical Research (DBMR), Faculty of Medicine, University of Bern, Bern, Switzerland.,Department of Orthopaedic Surgery and Traumatology, Inselspital, Bern University Hospital, Medical Faculty, University of Bern, Bern, Switzerland
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