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Yeater TD, Kawarai Y, Lee S, Belani KG, Beebe DS, Sheyn D, Pinto MR, Stone LS. Investigating the epigenetic landscape of symptomatic disk degeneration: a case study. Pain Rep 2025; 10:e1237. [PMID: 39995491 PMCID: PMC11850048 DOI: 10.1097/pr9.0000000000001237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 10/15/2024] [Accepted: 11/13/2024] [Indexed: 02/26/2025] Open
Abstract
Introduction This study investigates the epigenetic landscape underlying painful intervertebral disk (IVD) degeneration in a single subject with a history of low back pain (LBP). Intervertebral disk degeneration is associated with LBP in some individuals; however, there is often a discrepancy between degeneration and pain. We hypothesize that DNA methylation, an epigenetic mechanism previously linked to discogenic LBP, is dysregulated in symptomatic vs asymptomatic IVDs. Objectives Identify differentially methylated genes and pathways in symptomatic vs asymptomatic IVDs. Methods Three lumbar IVDs with similar degeneration severity were tested prior to surgery by discography to identify symptomatic IVDs. Methylation analysis was performed on ∼935,000 cytosine guanine dinucleotide sites on nucleus pulposus DNA. We explored differential methylation and pathway enrichment on cytosine guanine dinucleotide sites located within the promoter regions of genes. Results Two IVDs (L3/L4 and L4/L5) evoked pain ratings of 10/10 and 8/10, one IVD (L5/S1) scored 0/10. DNA methylation differed between symptomatic and asymptomatic IVDs. Several identified genes have roles in extracellular matrix remodeling. Other differentially methylated genes were related to immunomodulation and ion channel function. Finally, several long noncoding RNA genes were identified, encouraging further exploration into these regulatory molecules. Enriched pathways were associated with immune response, hormonal regulation, nervous system development, and musculoskeletal development and remodeling. Conclusion This case study provides a promising list of candidate genes for therapeutic development for discogenic LBP and suggests a role for DNA methylation in the development of symptomatic vs asymptomatic IVD degeneration, calling for further research to validate and expand these findings.
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Affiliation(s)
- Taylor D. Yeater
- Department of Anesthesiology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Yuya Kawarai
- Department of Orthopedic Surgery, Chiba University, Chiba, Japan
| | - Seunghwan Lee
- Department of Anesthesiology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Kumar G. Belani
- Department of Anesthesiology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - David S. Beebe
- Department of Anesthesiology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Dmitriy Sheyn
- Orthopaedic Stem Cell Research Laboratory, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | - Laura S. Stone
- Department of Anesthesiology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
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Mannarino M, Cherif H, Ghazizadeh S, Martinez OW, Sheng K, Cousineau E, Lee S, Millecamps M, Gao C, Gilbert A, Peirs C, Naeini RS, Ouellet JA, S. Stone L, Haglund L. Senolytic treatment for low back pain. SCIENCE ADVANCES 2025; 11:eadr1719. [PMID: 40085710 PMCID: PMC11908501 DOI: 10.1126/sciadv.adr1719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 02/07/2025] [Indexed: 03/16/2025]
Abstract
Senescent cells (SnCs) accumulate because of aging and external cellular stress throughout the body. They adopt a senescence-associated secretory phenotype (SASP) and release inflammatory and degenerative factors that actively contribute to age-related diseases, such as low back pain (LBP). The senolytics, o-vanillin and RG-7112, remove SnCs in human intervertebral discs (IVDs) and reduce SASP release, but it is unknown whether they can treat LBP. sparc-/- mice, with LBP, were treated orally with o-vanillin and RG-7112 as single or combination treatments. Treatment reduced LBP and SASP factor release and removed SnCs from the IVD and spinal cord. Treatment also lowered degeneration scores in the IVDs, improved vertebral bone quality, and reduced the expression of pain markers in the spinal cord. Together, our data suggest RG-7112 and o-vanillin as potential disease-modifying drugs for LBP and other painful disorders linked to cell senescence.
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Affiliation(s)
- Matthew Mannarino
- Department of Surgery, Orthopaedic Research Lab, McGill University, Montreal, QC, Canada
- ABC-platform (Animal Behavioral Characterization) at the Alan Edwards Centre for Research on Pain, McGill University, Montreal, QC, Canada
- Alan Edwards Centre for Research on Pain (AECRP), McGill University, Montreal, QC, Canada
| | - Hosni Cherif
- Department of Surgery, Orthopaedic Research Lab, McGill University, Montreal, QC, Canada
- Department of Surgery, McGill Scoliosis and Spine Group, McGill University, Montreal, QC, Canada
| | - Saber Ghazizadeh
- Department of Surgery, Orthopaedic Research Lab, McGill University, Montreal, QC, Canada
| | - Oliver Wu Martinez
- Department of Surgery, Orthopaedic Research Lab, McGill University, Montreal, QC, Canada
| | - Kai Sheng
- Department of Surgery, Orthopaedic Research Lab, McGill University, Montreal, QC, Canada
- Shriner’s Hospital for Children, Montreal, QC, Canada
| | - Elsa Cousineau
- Department of Surgery, Orthopaedic Research Lab, McGill University, Montreal, QC, Canada
| | - Seunghwan Lee
- ABC-platform (Animal Behavioral Characterization) at the Alan Edwards Centre for Research on Pain, McGill University, Montreal, QC, Canada
- Alan Edwards Centre for Research on Pain (AECRP), McGill University, Montreal, QC, Canada
- Department of Anesthesiology, University of Minnesota, Minneapolis, MN, USA
| | - Magali Millecamps
- ABC-platform (Animal Behavioral Characterization) at the Alan Edwards Centre for Research on Pain, McGill University, Montreal, QC, Canada
- Alan Edwards Centre for Research on Pain (AECRP), McGill University, Montreal, QC, Canada
| | - Chan Gao
- Division of Physiatry, Department of Medicine, McGill University, Montreal, QC, Canada
| | - Alice Gilbert
- Alan Edwards Centre for Research on Pain (AECRP), McGill University, Montreal, QC, Canada
- Department of Physiology and Cell Information Systems, McGill University, Montreal, QC, Canada
- Université Clermont-Auvergne, CHU Clermont-Ferrand, Inserm, Neuro-Dol, Clermont-Ferrand, France
| | - Cedric Peirs
- Université Clermont-Auvergne, CHU Clermont-Ferrand, Inserm, Neuro-Dol, Clermont-Ferrand, France
| | - Reza Sharif Naeini
- Alan Edwards Centre for Research on Pain (AECRP), McGill University, Montreal, QC, Canada
- Department of Physiology and Cell Information Systems, McGill University, Montreal, QC, Canada
| | - Jean A. Ouellet
- Department of Surgery, Orthopaedic Research Lab, McGill University, Montreal, QC, Canada
- Department of Surgery, McGill Scoliosis and Spine Group, McGill University, Montreal, QC, Canada
- Shriner’s Hospital for Children, Montreal, QC, Canada
| | - Laura S. Stone
- Alan Edwards Centre for Research on Pain (AECRP), McGill University, Montreal, QC, Canada
- Department of Anesthesiology, University of Minnesota, Minneapolis, MN, USA
| | - Lisbet Haglund
- Department of Surgery, Orthopaedic Research Lab, McGill University, Montreal, QC, Canada
- Department of Surgery, McGill Scoliosis and Spine Group, McGill University, Montreal, QC, Canada
- Shriner’s Hospital for Children, Montreal, QC, Canada
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Kaneda G, Huang D, Pham N, Gonzalez AR, Tawackoli W, Lee S, Suzuki M, Nelson TJ, Glaeser JD, Millecamps M, Stone LS, Sheyn D, Metzger MF. Exercise improves load bearing bone structural properties in female secreted protein acidic and rich in cysteine (SPARC) null mice but not in males. J Orthop Res 2024; 42:2725-2734. [PMID: 39105654 PMCID: PMC12014150 DOI: 10.1002/jor.25950] [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: 08/23/2023] [Revised: 07/01/2024] [Accepted: 07/05/2024] [Indexed: 08/07/2024]
Abstract
Secreted protein acidic and rich in cysteine (SPARC) is the most abundant glycoprotein in bone and is thought to play a critical role in bone remodeling and homeostasis. However, the effect of SPARC in relation to gender and exercise on bone quality is not well understood. The purpose of this study was to quantify differences in the structural and biomechanical properties between calvarial and femoral bone from male and female wild-type (WT) and SPARC null (SPARC(-/-)) mice as well as the ability of exercise to rescue bone health. Male and female WT and transgenic SPARC(-/-) mice were given either a fixed or rotating running wheel for exercise. Bone structural, biomechanical, and morphological parameters were quantified using micro computed tomography, push out testing for the calvaria, three-point flexural testing for the femurs, histological and immunofluorescent staining. Similar reductions in structural and biomechanical strength were observed in both male and female SPARC(-/-) calvaria, most of which were not significantly affected by exercise. In femurs, SPARC(-/-) had a significant effect on structural parameters in both sexes, but was more pronounced in females with some properties being rescued with running. Interestingly, the effect of SPARC(-/-) on bone mineral density was only detected in female SPARC(-/-) mice, not males, and was subsequently rescued with exercise. This study emphasizes the differences between sexes in WT and SPARC(-/-) mice in regard to structural parameters and biomechanical properties. Research into gender differences can help inform and personalize treatment options to more accurately meet patient needs.
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Affiliation(s)
- Giselle Kaneda
- Orthopaedic Stem Cell Research Laboratory, Cedars-Sinai Medical Center (CSMC), Los Angeles, CA
- Board of Governors Regenerative Medicine Institute, CSMC
- Department of Biomedical Sciences, CSMC
| | - Dave Huang
- Orthopaedic Biomechanics Laboratory, CSMC
| | | | - Alfonso R. Gonzalez
- Orthopaedic Stem Cell Research Laboratory, Cedars-Sinai Medical Center (CSMC), Los Angeles, CA
- Board of Governors Regenerative Medicine Institute, CSMC
| | - Wafa Tawackoli
- Orthopaedic Stem Cell Research Laboratory, Cedars-Sinai Medical Center (CSMC), Los Angeles, CA
- Board of Governors Regenerative Medicine Institute, CSMC
- Department of Orthopedics, CSMC
- Department of Surgery, CSMC
- Biomedical Imaging Research Institute, CMSC
- Department of Biomedical Sciences, CSMC
| | - Seunghwan Lee
- The Alan Edwards Centre for Research on Pain, Faculty of Dentistry, McGill University, Quebec, Canada
- Department of Anesthesiology, University of Minnesota, Minneapolis, MN
| | - Miyako Suzuki
- The Alan Edwards Centre for Research on Pain, Faculty of Dentistry, McGill University, Quebec, Canada
- Department of Orthopedic Surgery, Chiba University, Japan
| | | | - Juliane D. Glaeser
- Orthopaedic Stem Cell Research Laboratory, Cedars-Sinai Medical Center (CSMC), Los Angeles, CA
- Board of Governors Regenerative Medicine Institute, CSMC
- Department of Orthopedics, CSMC
- Department of Surgery, CSMC
| | - Magali Millecamps
- The Alan Edwards Centre for Research on Pain, Faculty of Dentistry, McGill University, Quebec, Canada
| | - Laura S. Stone
- The Alan Edwards Centre for Research on Pain, Faculty of Dentistry, McGill University, Quebec, Canada
- Department of Anesthesiology, University of Minnesota, Minneapolis, MN
| | - Dmitriy Sheyn
- Orthopaedic Stem Cell Research Laboratory, Cedars-Sinai Medical Center (CSMC), Los Angeles, CA
- Board of Governors Regenerative Medicine Institute, CSMC
- Department of Orthopedics, CSMC
- Department of Surgery, CSMC
- Department of Biomedical Sciences, CSMC
| | - Melodie F. Metzger
- Orthopaedic Biomechanics Laboratory, CSMC
- Department of Orthopedics, CSMC
- Department of Surgery, CSMC
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He Y, Liu S, Lin H, Ding F, Shao Z, Xiong L. Roles of organokines in intervertebral disc homeostasis and degeneration. Front Endocrinol (Lausanne) 2024; 15:1340625. [PMID: 38532900 PMCID: PMC10963452 DOI: 10.3389/fendo.2024.1340625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 02/19/2024] [Indexed: 03/28/2024] Open
Abstract
The intervertebral disc is not isolated from other tissues. Recently, abundant research has linked intervertebral disc homeostasis and degeneration to various systemic diseases, including obesity, metabolic syndrome, and diabetes. Organokines are a group of diverse factors named for the tissue of origin, including adipokines, osteokines, myokines, cardiokines, gastrointestinal hormones, and hepatokines. Through endocrine, paracrine, and autocrine mechanisms, organokines modulate energy homeostasis, oxidative stress, and metabolic balance in various tissues to mediate cross-organ communication. These molecules are involved in the regulation of cellular behavior, inflammation, and matrix metabolism under physiological and pathological conditions. In this review, we aimed to summarize the impact of organokines on disc homeostasis and degeneration and the underlying signaling mechanism. We focused on the regulatory mechanisms of organokines to provide a basis for the development of early diagnostic and therapeutic strategies for disc degeneration.
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Affiliation(s)
- Yuxin He
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sheng Liu
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hui Lin
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fan Ding
- Department of Orthopaedics, JingMen Central Hospital, Jingmen, China
- Hubei Minzu University, Enshi, China
| | - Zengwu Shao
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Liming Xiong
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Murray GM, Sessle BJ. Pain-sensorimotor interactions: New perspectives and a new model. NEUROBIOLOGY OF PAIN (CAMBRIDGE, MASS.) 2024; 15:100150. [PMID: 38327725 PMCID: PMC10847382 DOI: 10.1016/j.ynpai.2024.100150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 11/25/2023] [Accepted: 01/19/2024] [Indexed: 02/09/2024]
Abstract
How pain and sensorimotor behavior interact has been the subject of research and debate for many decades. This article reviews theories bearing on pain-sensorimotor interactions and considers their strengths and limitations in the light of findings from experimental and clinical studies of pain-sensorimotor interactions in the spinal and craniofacial sensorimotor systems. A strength of recent theories is that they have incorporated concepts and features missing from earlier theories to account for the role of the sensory-discriminative, motivational-affective, and cognitive-evaluative dimensions of pain in pain-sensorimotor interactions. Findings acquired since the formulation of these recent theories indicate that additional features need to be considered to provide a more comprehensive conceptualization of pain-sensorimotor interactions. These features include biopsychosocial influences that range from biological factors such as genetics and epigenetics to psychological factors and social factors encompassing environmental and cultural influences. Also needing consideration is a mechanistic framework that includes other biological factors reflecting nociceptive processes and glioplastic and neuroplastic changes in sensorimotor and related brain and spinal cord circuits in acute or chronic pain conditions. The literature reviewed and the limitations of previous theories bearing on pain-sensorimotor interactions have led us to provide new perspectives on these interactions, and this has prompted our development of a new concept, the Theory of Pain-Sensorimotor Interactions (TOPSMI) that we suggest gives a more comprehensive framework to consider the interactions and their complexity. This theory states that pain is associated with plastic changes in the central nervous system (CNS) that lead to an activation pattern of motor units that contributes to the individual's adaptive sensorimotor behavior. This activation pattern takes account of the biological, psychological, and social influences on the musculoskeletal tissues involved in sensorimotor behavior and on the plastic changes and the experience of pain in that individual. The pattern is normally optimized in terms of biomechanical advantage and metabolic cost related to the features of the individual's musculoskeletal tissues and aims to minimize pain and any associated sensorimotor changes, and thereby maintain homeostasis. However, adverse biopsychosocial factors and their interactions may result in plastic CNS changes leading to less optimal, even maladaptive, sensorimotor changes producing motor unit activation patterns associated with the development of further pain. This more comprehensive theory points towards customized treatment strategies, in line with the management approaches to pain proposed in the biopsychosocial model of pain.
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Affiliation(s)
- Greg M. Murray
- Discipline of Restorative and Reconstructive Dentistry, Sydney School of Dentistry, Faculty of Medicine and Health, The University of Sydney, Darcy Road, Westmead, NSW 2145, Australia
| | - Barry J. Sessle
- Faculty of Dentistry and Temerty Faculty of Medicine Department of Physiology, and Centre for the Study of Pain, University of Toronto, 124 Edward St, Toronto, ON M5G 1G6, Canada
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6
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Guan X, Zhang D, Zhang F, Zong Y, Wang H, Shen Z, Yin F. Causal association of physical activity with low back pain, intervertebral disc degeneration and sciatica: a two-sample mendelian randomization analysis study. Front Cell Dev Biol 2023; 11:1260001. [PMID: 38020887 PMCID: PMC10665496 DOI: 10.3389/fcell.2023.1260001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Objective: Previous studies are insufficient to confirm a causal association between physical activity (PA) and low back pain (LBP), intervertebral disc degeneration (IDD), and sciatica. The present study used a two-sample Mendelian randomization (MR) analysis method to demonstrate whether or not there was a causal connection. Methods: First, four PA phenotypes were selected [accelerometer-based PA (average acceleration), accelerometer-based PA (acceleration fraction >425 mg), self-reported moderate-to-vigorous PA, and self-reported vigorous PA], setting thresholds for single nucleotide polymorphisms (SNPs) significantly concerned with PA p < 5 × 10-8, linkage disequilibrium (LD) r 2 < 0.01, genetic distance >5,000 kb, and F-value >10. SNPs associated with the outcome and confounding factors were then excluded using the PhenoScanncer database. Finally, after coordinating the genetic instruments from genome-wide association studies (GWAS) effect alleles for exposure and outcomes, multiplicative random effects inverse variance weighting (IVW), MR-Egger, weighted median method (WMM), and weighted mode method were used to assess exposure-outcome causality and perform sensitivity analysis on the estimated results. Results: The current study's IVW findings revealed proof of a causal connection between PA and LBP. While there was a positive causal tie between accelerometer-based PA (acceleration fraction >425 mg) and LBP [OR: 1.818, 95% CI:1.129-2.926, p = 0.012], there was a negative causal link between accelerometer-based PA (average acceleration) and LBP [OR: 0.945, 95% CI: 0.909-0.984, p = 0.005]. However causal relationship between PA and IDD or sciatica was not found. Conclusion: Increasing average PA but needing to avoid high-intensity PA may be an effective means of preventing low back pain. Although PA is not directly causally related to disc degeneration and sciatica, it can act through indirect pathways.
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Affiliation(s)
| | | | | | | | | | | | - Fei Yin
- Departments of Orthopedics Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
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Yang Z, Yuan ZZ, Ma XL. Identification of a potential novel biomarker in intervertebral disk degeneration by bioinformatics analysis and experimental validation. Front Immunol 2023; 14:1136727. [PMID: 37325631 PMCID: PMC10266279 DOI: 10.3389/fimmu.2023.1136727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 05/10/2023] [Indexed: 06/17/2023] Open
Abstract
Background Intervertebral disk degeneration (IVDD) is a major cause of low back pain and one of the most common health problems all over the world. However, the early diagnosis of IVDD is still restricted. The purpose of this study is to identify and validate the key characteristic gene of IVDD and analyze its correlation with immune cell infiltration. Methods 3 IVDD-related gene expression profiles were downloaded from the Gene Expression Omnibus database to screen for differentially expressed genes (DEGs). Gene Ontology (GO) and gene set enrichment analysis (GSEA) were conducted to explore the biological functions. Two machine learning algorithms were used to identify characteristic genes, which were tested to further find the key characteristic gene. The receiver operating characteristic curve was performed to estimate the clinical diagnostic value of the key characteristic gene. The excised human intervertebral disks were obtained, and the normal nucleus pulposus (NP) and degenerative NP were carefully separated and cultured in vitro. The expression of the key characteristic gene was validated by real-time quantitative PCR (qRT-PCR). The related protein expression in NP cells was detected by Western blot. Finally, the correlation was investigated between the key characteristic gene and immune cell infiltration. Results A total of 5 DEGs, including 3 upregulated genes and 2 downregulated genes, were screened between IVDD and control samples. GO enrichment analysis showed that DEGs were enriched to 4 items in BP, 6 items in CC, and 13 items in MF. They mainly included the regulation of ion transmembrane transport, transporter complex, and channel activity. GSEA suggested that the cell cycle, DNA replication, graft versus host disease, and nucleotide excision repair were enriched in control samples, while complement and coagulation cascades, Fc γ R-mediated phagocytosis, neuroactive ligand-receptor interaction, the NOD-like receptor signaling pathway, gap junctions, etc., were enriched in IVDD samples. Furthermore, ZNF542P was identified and tested as key characteristic gene in IVDD samples through machine learning algorithms and showed a good diagnostic value. The results of qRT-PCR showed that compared with normal NP cells, the expression of ZNF542P gene was decreased in degenerated NP cells. The results of Western blot suggested that compared with normal NP cells, the expression of NLRP3 and pro Caspase-1 was increased in degenerated NP cells. Finally, we found that the expression of ZNF542P was positively related to the proportions of T cells gamma delta (γδT cells). Conclusion ZNF542P is a potential biomarker in the early diagnosis of IVDD and may be associated with the NOD-like receptor signaling pathway and the infiltration of γδT cells.
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Affiliation(s)
- Zhao Yang
- *Correspondence: Zhao Yang, ; Xin-Long Ma,
| | | | - Xin-Long Ma
- Department of Orthopedics, Tianjin Hospital, Tianjin, China
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Agulló L, Muriel J, Margarit C, Escorial M, Garcia D, Herrero MJ, Hervás D, Sandoval J, Peiró AM. Sex Differences in Opioid Response Linked to OPRM1 and COMT genes DNA Methylation/Genotypes Changes in Patients with Chronic Pain. J Clin Med 2023; 12:jcm12103449. [PMID: 37240556 DOI: 10.3390/jcm12103449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/10/2023] [Accepted: 05/10/2023] [Indexed: 05/28/2023] Open
Abstract
Analgesic-response variability in chronic noncancer pain (CNCP) has been reported due to several biological and environmental factors. This study was undertaken to explore sex differences linked to OPRM1 and COMT DNA methylation changes and genetic variants in analgesic response. A retrospective study with 250 real-world CNCP outpatients was performed in which data from demographic, clinical, and pharmacological variables were collected. DNA methylation levels (CpG island) were evaluated by pyrosequencing, and their interaction with the OPRM1 (A118G) and COMT (G472A) gene polymorphisms was studied. A priori-planned statistical analyses were conducted to compare responses between females and males. Sex-differential OPRM1 DNA methylation was observed to be linked to lower opioid use disorder (OUD) cases for females (p = 0.006). Patients with lower OPRM1 DNA methylation and the presence of the mutant G-allele reduced opioid dose requirements (p = 0.001), equal for both sexes. Moreover, COMT DNA methylation levels were negatively related to pain relief (p = 0.020), quality of life (p = 0.046), and some adverse events (probability > 90%) such as constipation, insomnia, or nervousness. Females were, significantly, 5 years older with high anxiety levels and a different side-effects distribution than males. The analyses demonstrated significant differences between females and males related to OPRM1 signalling efficiency and OUD, with a genetic-epigenetic interaction in opioid requirements. These findings support the importance of sex as a biological variable to be factored into chronic pain-management studies.
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Affiliation(s)
- Laura Agulló
- Pharmacogenetic Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Pintor Baeza, 12, 03010 Alicante, Spain
- Clinical Pharmacology, Toxicology and Chemical Safety Unit, Institute of Bioengineering, Miguel Hernández University, Avda. de la Universidad s/n, 03202 Elche, Spain
| | - Javier Muriel
- Pharmacogenetic Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Pintor Baeza, 12, 03010 Alicante, Spain
| | - César Margarit
- Pain Unit, Department of Health of Alicante, Dr. Balmis General University Hospital, c/Pintor Baeza, 12, 03010 Alicante, Spain
| | - Mónica Escorial
- Pharmacogenetic Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Pintor Baeza, 12, 03010 Alicante, Spain
- Clinical Pharmacology, Toxicology and Chemical Safety Unit, Institute of Bioengineering, Miguel Hernández University, Avda. de la Universidad s/n, 03202 Elche, Spain
| | - Diana Garcia
- Epigenomics Core Facility, La Fe Health Research Institute, Ave. Fernando Abril Martorell, 106, 46026 Valencia, Spain
| | - María José Herrero
- Pharmacogenetics Unit, La Fe Health Research Institute, Ave. Fernando Abril Martorell, 106, 46026 Valencia, Spain
| | - David Hervás
- Department of Applied Statistics and Operations Research and Quality, Universitat Politècnica de Valéncia, 46022 Valencia, Spain
| | - Juan Sandoval
- Epigenomics Core Facility, La Fe Health Research Institute, Ave. Fernando Abril Martorell, 106, 46026 Valencia, Spain
| | - Ana M Peiró
- Pharmacogenetic Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Pintor Baeza, 12, 03010 Alicante, Spain
- Clinical Pharmacology, Toxicology and Chemical Safety Unit, Institute of Bioengineering, Miguel Hernández University, Avda. de la Universidad s/n, 03202 Elche, Spain
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Hong JY, Kim H, Jeon WJ, Lee J, Yeo C, Lee YJ, Ha IH. Epigenetic Changes within the Annulus Fibrosus by DNA Methylation in Rat Intervertebral Disc Degeneration Model. Cells 2022; 11:cells11223547. [PMID: 36428977 PMCID: PMC9688069 DOI: 10.3390/cells11223547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 10/28/2022] [Accepted: 11/08/2022] [Indexed: 11/11/2022] Open
Abstract
Intervertebral disc degeneration (IDD) is an age-dependent progressive spinal disease that causes chronic back or neck pain. Although aging has long been presented as the main risk factor, the exact cause is not fully known. DNA methylation is associated with chronic pain, suggesting that epigenetic modulation may ameliorate disc degeneration. We examined histological changes in the DNA methylation within the discs and their association with pain-related transient receptor potential vanilloid subtype 1 (TrpV1) expression in rats subjected to IDD. Epigenetic markers (5-hydroxymethylcytosine (5hmC), 5-methylcytosine (5Mc)), DNA methyltransferases (DNMTs), and Ten-eleven translocations (Tets) were analyzed using immunohistochemistry, real-time PCR, and DNA dot-blot following IDD. Results revealed high 5mC levels in the annulus fibrosus (AF) region within the disc after IDD and an association with TrpV1 expression. DNMT1 is mainly involved in 5mC conversion in degenerated discs. However, 5hmC levels did not differ between groups. A degenerated disc can lead to locomotor defects as assessed by ladder and tail suspension tests, no pain signals in the von Frey test, upregulated matrix metalloproteinase-3, and downregulated aggrecan levels within the disc. Thus, we found that the DNA methylation status in the AF region of the disc was mainly changed after IDD and associated with aberrant TrpV1 expression in degenerated discs.
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Development and Validation of a Novel Nomogram to Predict the Risk of Intervertebral Disc Degeneration. Mediators Inflamm 2022; 2022:3665934. [PMID: 36123994 PMCID: PMC9482533 DOI: 10.1155/2022/3665934] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 08/08/2022] [Accepted: 08/26/2022] [Indexed: 11/18/2022] Open
Abstract
Intervertebral disc degeneration (IVDD) has been a complex disorder resulted from genetic and environmental risk factors. The aim of this study was to identify the risk factors associated with IVDD in orthopaedic patients and develop a prediction model for predicting the risk of IVDD. A total of 309 patients were retrospectively included in the study and randomly divided into the training group and the validation group. The least absolute shrinkage and selection operator regression (LASSO) and the univariate logistic regression analysis were used to optimize factors selection for the IVDD risk model. Multivariable logistic regression analysis was used to establish a predicting nomogram model incorporating the factors. In addition, discrimination, calibration, and clinical usefulness of the nomogram model were evaluated via the C-index, receiver operating characteristic (ROC) curve, calibration plot, and decision curve analysis (DCA). Then, based on the results above, the relationship between IVDD and angiotensin II (AngII) level in peripheral blood was examined prospectively. The predictors of the nomogram include age, sex, hypertension, diabetes, gout, working posture, and exercising hours per week. The C-index values of the training and validation groups were 0.916 (95% CI, 0.876-0.956) and 0.949 (95% CI, 0.909-0.989), respectively, which indicated that the model displayed good discrimination. In addition, the area under the curve (AUC) values of the ROC curve of the training and the validation group were 0.815 (95% CI, 0.759-0.870) and 0.805 (95% CI, 0.718-0.892), respectively, revealing the satisfactory discrimination performance of the model. The prospective investigation showed that the average AngII level in the degenerated group (97.62 ± 44.02 pg/mL) was significantly higher than that in the nondegenerated group (52.91 ± 9.01 pg/mL) (p < 0.001). This present study explored the risk factors for IVDD and established a prediction model, which would effectively predict the risk of IVDD. In addition, based on the prediction model, AngII was revealed to be a potentially auxiliary clinical diagnostic marker for IVDD.
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Li G, Zhang W, Liang H, Yang C. Epigenetic regulation in intervertebral disc degeneration. Trends Mol Med 2022; 28:803-805. [PMID: 36030154 DOI: 10.1016/j.molmed.2022.07.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 07/29/2022] [Accepted: 07/29/2022] [Indexed: 10/15/2022]
Abstract
Intervertebral disc (IVD) degeneration is the leading cause of low back pain, which has a striking impact on numerous patients. Therefore, comprehensively illuminating the regulatory mechanisms of IVD degeneration is of great significance. Here, we discuss the latest advances in understanding the main epigenetic mechanisms regulating IVD degeneration.
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Affiliation(s)
- Gaocai Li
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022 Wuhan, China
| | - Weifeng Zhang
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022 Wuhan, China
| | - Huaizhen Liang
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022 Wuhan, China
| | - Cao Yang
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022 Wuhan, China.
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Xiang Q, Zhao Y, Lin J, Jiang S, Li W. Epigenetic modifications in spinal ligament aging. Ageing Res Rev 2022; 77:101598. [PMID: 35218968 DOI: 10.1016/j.arr.2022.101598] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 02/16/2022] [Accepted: 02/21/2022] [Indexed: 02/07/2023]
Abstract
Spinal stenosis is a common degenerative spine disorder in the aged population and the spinal ligament aging is a main contributor to this chronic disease. However, the underlying mechanisms of spinal ligament aging remain unclear. Epigenetics is the study of heritable and reversible changes in the function of a gene or genome that occur without any alteration in the primary DNA sequence. Epigenetic alterations have been demonstrated to play crucial roles in age-related diseases and conditions, and they are recently studied as biomarkers and therapeutic targets in the field of cancer research. The main epigenetic modifications, including DNA methylation alteration, histone modifications as well as dysregulated noncoding RNA modulation, have all been implicated in spinal ligament aging diseases. DNA methylation modulates the expression of critical genes including WNT5A, GDNF, ACSM5, miR-497 and miR-195 during spinal ligament degeneration. Histone modifications widely affect gene expression and obvious histone modification abnormalities have been found in spinal ligament aging. MicroRNAs (miRNAs), long noncoding RNAs (lncRNAs) and circular RNAs (circRNAs) exert crucial regulating effects on spinal ligament aging conditions via targeting various osteogenic or fibrogenic differentiation related genes. To our knowledge, there is no systematic review yet to summarize the involvement of epigenetic mechanisms of spinal ligament aging in degenerative spinal diseases. In this study, we systematically discussed the different epigenetic modifications and their potential functions in spinal ligament aging process.
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Xin J, Wang Y, Zheng Z, Wang S, Na S, Zhang S. Treatment of Intervertebral Disc Degeneration. Orthop Surg 2022; 14:1271-1280. [PMID: 35486489 PMCID: PMC9251272 DOI: 10.1111/os.13254] [Citation(s) in RCA: 122] [Impact Index Per Article: 40.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 02/09/2022] [Accepted: 02/18/2022] [Indexed: 12/25/2022] Open
Abstract
Intervertebral disc degeneration (IDD) causes a variety of signs and symptoms, such as low back pain (LBP), intervertebral disc herniation, and spinal stenosis, which contribute to high social and economic costs. IDD results from many factors, including genetic factors, aging, mechanical injury, malnutrition, and so on. The pathological changes of IDD are mainly composed of the senescence and apoptosis of nucleus pulposus cells (NPCs), the progressive degeneration of extracellular matrix (ECM), the fibrosis of annulus fibrosus (AF), and the inflammatory response. At present, IDD can be treated by conservative treatment and surgical treatment based on patients' symptoms. However, all of these can only release the pain but cannot reverse IDD and reconstruct the mechanical function of the spine. The latest research is moving towards the field of biotherapy. Mesenchymal stem cells (MSCs) are regard as the potential therapy of IDD because of their ability to self-renew and differentiate into a variety of tissues. Moreover, the non-coding RNAs (ncRNAs) are found to regulate many vital processes in IDD. There have been many successes in the in vitro and animal studies of using biotherapy to treat IDD, but how to transform the experimental data to real therapy which can apply to humans is still a challenge. This article mainly reviews the treatment strategies and research progress of IDD and indicates that there are many problems that need to be solved if the new biotherapy is to be applied to clinical treatment of IDD. This will provide reference and guidance for clinical treatment and research direction of IDD.
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Affiliation(s)
- Jingguo Xin
- Department of Spinal Surgery, The First Hospital of Jilin University, Changchun, China.,Jilin Engineering Research Center for Spine and Spinal Cord Injury, Changchun, China
| | - Yongjie Wang
- Department of Spinal Surgery, The First Hospital of Jilin University, Changchun, China.,Jilin Engineering Research Center for Spine and Spinal Cord Injury, Changchun, China
| | - Zhi Zheng
- Department of Spinal Surgery, The First Hospital of Jilin University, Changchun, China.,Jilin Engineering Research Center for Spine and Spinal Cord Injury, Changchun, China
| | - Shuo Wang
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, China
| | - Shibo Na
- Department of Spinal Surgery, The First Hospital of Jilin University, Changchun, China.,Jilin Engineering Research Center for Spine and Spinal Cord Injury, Changchun, China
| | - Shaokun Zhang
- Department of Spinal Surgery, The First Hospital of Jilin University, Changchun, China.,Jilin Engineering Research Center for Spine and Spinal Cord Injury, Changchun, China
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