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Khan MA, Fatima G, Emmanuel A, Kim SS, Kwon HS, Yoon KC, Kim YR, Chung E. Modeling Neuropathic Corneal Pain: Pulled Nerve Approach With Elevated Krt16 Gene Expression. Invest Ophthalmol Vis Sci 2025; 66:35. [PMID: 39937496 PMCID: PMC11827619 DOI: 10.1167/iovs.66.2.35] [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: 09/23/2024] [Accepted: 01/21/2025] [Indexed: 02/13/2025] Open
Abstract
Purpose Neuropathic corneal pain (NCP) is a debilitating condition affecting millions of people worldwide. Despite their critical importance, currently available animal models for NCP research are limited by complex surgeries with high-risk strategy. To advance fundamental understanding of NCP, we developed a novel rodent model that explores both structural and functional mechanisms of the disease, offering a comprehensive approach. Methods By uplifting (2-3 mm transversely) the long ciliary nerve (LCN) with gentle force (0.09 ± 0.02 newton [N]) and pressure (0.18 ± 0.05 MPa), our pulled nerve model mimics human NCP conditions and was investigated alongside normal control, sham control, and full transection groups. Specifically, we quantified the NCP status by establishing a relationship between pain perception and chemical sensitivity, using Stevens' Power Law concept. Results Following surgery, the temporal patterns of heightened pain perception showed consistent trends across different stimulus methods, suggesting that von Frey and chemical tests could effectively evaluate pain progression. The discernable differences in Alpha values (exponent) of the pain-perception curves across the normal control, pulled nerve, and full transection groups (0.175 ± 0.035, 0.235 ± 0.015, and 0.275 ± 0.005, respectively) demonstrate the model's sensitivity to changes in NCP status. Histological analysis revealed LCN elongation, thickening, and corneal alterations in pulled nerve models, with reduced satellite glial cells (SGCs) in trigeminal ganglion compared to the normal control models. Krt16 gene expression was significantly upregulated following pulled nerve surgery. Conclusions Our model not only delineates the pathological landscape of NCP but also promises to accelerate the development of targeted therapies.
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Affiliation(s)
- Mohd. Afzal Khan
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, South Korea
| | - Gehan Fatima
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, South Korea
| | - Acquah Emmanuel
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, South Korea
| | - Sang Seong Kim
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, South Korea
| | - Hyuk Sang Kwon
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, South Korea
| | - Kyung Chul Yoon
- Department of Ophthalmology, Chonnam National University Medical School and Hospital, South Korea
| | - Young Ro Kim
- Department of Radiology, Harvard Medical School, Boston, Massachusetts, United States
| | - Euiheon Chung
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju, South Korea
- AI Graduate School, Gwangju Institute of Science and Technology, South Korea
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Candan B, Gungor S. Current and Evolving Concepts in the Management of Complex Regional Pain Syndrome: A Narrative Review. Diagnostics (Basel) 2025; 15:353. [PMID: 39941283 PMCID: PMC11817358 DOI: 10.3390/diagnostics15030353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Revised: 01/22/2025] [Accepted: 01/24/2025] [Indexed: 02/16/2025] Open
Abstract
Background/Objectives: Complex regional pain syndrome (CRPS) is characterized by severe pain and reduced functionality, which can significantly affect an individual's quality of life. The current treatment of CRPS is challenging. However, recent advances in diagnostic and treatment methods show promise for improving patient outcomes. This review aims to place the question of CRPS in a broader context and highlight the objectives of the research for future directions in the management of CRPS. Methods: This study involved a comprehensive literature review. Results: Research has identified three primary pathophysiological pathways that may explain the clinical variability observed in CRPS: inflammatory mechanisms, vasomotor dysfunction, and maladaptive neuroplasticity. Investigations into these pathways have spurred the development of novel diagnostic and treatment strategies focused on N-Methyl-D-aspartate Receptor Antagonists (NMDA), Toll-like receptor 4 (TLR-4), α1 and α2 adrenoreceptors, as well as the identification of microRNA (miRNA) biomarkers. Treatment methods being explored include immune and glial-modulating agents, intravenous immunoglobulin (IVIG) therapy, plasma exchange therapy, and neuromodulation techniques. Additionally, there is ongoing debate regarding the efficacy of other treatments, such as free radical scavengers, alpha-lipoic acid (ALA), dimethyl fumarate (DMF), adenosine monophosphate-activated protein kinase (AMPK) activators such as metformin, and phosphodiesterase-5 inhibitors such as tadalafil. Conclusions: The controversies surrounding the mechanisms, diagnosis, and treatment of CRPS have prompted researchers to investigate new approaches aimed at enhancing understanding and management of the condition, with the goal of alleviating symptoms and reducing associated disabilities.
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Affiliation(s)
- Burcu Candan
- Department of Anesthesiology and Reanimation, Bahçeşehir University Göztepe Medical Park Hospital, 34732 Istanbul, Türkiye
| | - Semih Gungor
- Division of Musculoskeletal and Interventional Pain Management, Department of Anesthesiology, Critical Care and Pain Management, Hospital for Special Surgery, New York, NY 10021, USA;
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY 10065, USA
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Li WW, Shi XY, Wei T, Guo TZ, Kingery WS, Clark JD. Alpha-7 Nicotinic Acetylcholine Receptor Activation Inhibits Trauma Induced Pronociceptive Autoimmune Responses. THE JOURNAL OF PAIN 2024; 25:104422. [PMID: 37951284 PMCID: PMC11058031 DOI: 10.1016/j.jpain.2023.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 09/26/2023] [Accepted: 11/06/2023] [Indexed: 11/13/2023]
Abstract
Both autonomic nervous system dysfunction and immune system activation are characteristic of chronic pain after limb injuries. Cholinergic agonists reduce immune system activation in many settings. We hypothesized, therefore, that alpha-7 nicotinic acetylcholine receptor (α7nAChR) agonist administration would reduce nociceptive and immune changes after tibia fracture and cast immobilization in mice. Fracture mice were treated with either vehicle, a low (.2 mg/kg) dose, or a high (1 mg/kg) dose of the selective α7nAChR agonist PNU-282987 for 4 weeks. We assessed hindpaw allodynia and weight bearing as behavioral outcomes. The assessment of adaptive immune responses included regional lymph node hypertrophy, germinal center formation, α7nAChR expression, and IgM deposition. Assessment of innate immune system activation focused on IL-1β and IL-6 generation in fractured hindlimb skin. We observed that mechanical allodynia and unweighting were alleviated by PNU-282987 treatment. Drug treatment also reduced popliteal lymph node hypertrophy and germinal center formation. Immunohistochemical studies localized α7nAChR to germinal center B lymphocytes, and this expression increased after fracture. Analysis of fracture limb hindpaw skin demonstrated increased inflammatory mediator (IL-1β and IL-6) levels and IgM deposition, which were abrogated by PNU-282987. Serum analyses demonstrated fracture-induced IgM reactivity against keratin 16, histone 3.2, GFAP, and NMDAR-2B. Administration of PNU-282987 reduced the enhancement of IgM reactivity. Collectively, these data suggest that the α7nAChR is involved in regulating posttraumatic innate and adaptive immune responses and the associated nociceptive sensitization. PERSPECTIVE: These studies evaluate the effects of a selective α7nAChR agonist in a tibial fracture/cast immobilization model of limb pain. Administration of the drug reduced nociceptive and functional changes 4 weeks after injury. These novel findings suggest that well-tolerated α7nAChR agonists may be viable analgesics for chronic pain after limb injuries.
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Affiliation(s)
- Wen-wu Li
- Department of Anesthesia, Perioperative and Pain Medicine, Stanford University, School of Medicine, Stanford, CA, 94305, USA
| | - Xiao-you Shi
- Department of Anesthesia, Perioperative and Pain Medicine, Stanford University, School of Medicine, Stanford, CA, 94305, USA
| | - Tzuping Wei
- Palo Alto Veterans Institute for Research, 3801 Miranda Ave, Palo Alto, CA, 94304, USA
| | - Tian-Zhi Guo
- Palo Alto Veterans Institute for Research, 3801 Miranda Ave, Palo Alto, CA, 94304, USA
| | - Wade S Kingery
- Palo Alto Veterans Institute for Research, 3801 Miranda Ave, Palo Alto, CA, 94304, USA
| | - J. David Clark
- Department of Anesthesia, Perioperative and Pain Medicine, Stanford University, School of Medicine, Stanford, CA, 94305, USA
- Anesthesiology Service Veterans Affairs Palo Alto Health Care System, 3801 Miranda Ave, Palo Alto, CA, 94304, USA
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Hartmannsberger B, Scriba S, Guidolin C, Becker J, Mehling K, Doppler K, Sommer C, Rittner HL. Transient immune activation without loss of intraepidermal innervation and associated Schwann cells in patients with complex regional pain syndrome. J Neuroinflammation 2024; 21:23. [PMID: 38233858 PMCID: PMC10792943 DOI: 10.1186/s12974-023-02969-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 11/22/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Complex regional pain syndrome (CRPS) develops after injury and is characterized by disproportionate pain, oedema, and functional loss. CRPS has clinical signs of neuropathy as well as neurogenic inflammation. Here, we asked whether skin biopsies could be used to differentiate the contribution of these two systems to ultimately guide therapy. To this end, the cutaneous sensory system including nerve fibres and the recently described nociceptive Schwann cells as well as the cutaneous immune system were analysed. METHODS We systematically deep-phenotyped CRPS patients and immunolabelled glabrous skin biopsies from the affected ipsilateral and non-affected contralateral finger of 19 acute (< 12 months) and 6 chronic (> 12 months after trauma) CRPS patients as well as 25 sex- and age-matched healthy controls (HC). Murine foot pads harvested one week after sham or chronic constriction injury were immunolabelled to assess intraepidermal Schwann cells. RESULTS Intraepidermal Schwann cells were detected in human skin of the finger-but their density was much lower compared to mice. Acute and chronic CRPS patients suffered from moderate to severe CRPS symptoms and corresponding pain. Most patients had CRPS type I in the warm category. Their cutaneous neuroglial complex was completely unaffected despite sensory plus signs, e.g. allodynia and hyperalgesia. Cutaneous innate sentinel immune cells, e.g. mast cells and Langerhans cells, infiltrated or proliferated ipsilaterally independently of each other-but only in acute CRPS. No additional adaptive immune cells, e.g. T cells and plasma cells, infiltrated the skin. CONCLUSIONS Diagnostic skin punch biopsies could be used to diagnose individual pathophysiology in a very heterogenous disease like acute CRPS to guide tailored treatment in the future. Since numbers of inflammatory cells and pain did not necessarily correlate, more in-depth analysis of individual patients is necessary.
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Affiliation(s)
- Beate Hartmannsberger
- University Hospital Würzburg, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, Centre for Interdisciplinary Pain Medicine, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University of Würzburg, Oberdürrbacher Strasse 6, 97080, Würzburg, Germany
| | - Sabrina Scriba
- University Hospital Würzburg, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, Centre for Interdisciplinary Pain Medicine, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University of Würzburg, Oberdürrbacher Strasse 6, 97080, Würzburg, Germany
| | - Carolina Guidolin
- University Hospital Würzburg, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, Centre for Interdisciplinary Pain Medicine, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University of Würzburg, Oberdürrbacher Strasse 6, 97080, Würzburg, Germany
| | - Juliane Becker
- University Hospital Würzburg, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, Centre for Interdisciplinary Pain Medicine, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University of Würzburg, Oberdürrbacher Strasse 6, 97080, Würzburg, Germany
| | - Katharina Mehling
- University Hospital Würzburg, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, Centre for Interdisciplinary Pain Medicine, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University of Würzburg, Oberdürrbacher Strasse 6, 97080, Würzburg, Germany
| | - Kathrin Doppler
- Department of Neurology, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Claudia Sommer
- Department of Neurology, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Heike L Rittner
- University Hospital Würzburg, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, Centre for Interdisciplinary Pain Medicine, Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University of Würzburg, Oberdürrbacher Strasse 6, 97080, Würzburg, Germany.
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Palandi J, Mack JM, de Araújo IL, Farina M, Bobinski F. Animal models of complex regional pain syndrome: A scoping review. Neurosci Biobehav Rev 2023; 152:105324. [PMID: 37467905 DOI: 10.1016/j.neubiorev.2023.105324] [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: 09/09/2022] [Revised: 07/10/2023] [Accepted: 07/14/2023] [Indexed: 07/21/2023]
Abstract
BACKGROUND complex regional pain syndrome (CRPS) leads to a debilitating chronic pain condition. The lack of cause, etiology, and treatment for CRPS has been widely explored in animal models. OBJECTIVE Provide a comprehensive framework of the animal models used for investigating CRPS. ELIGIBILITY CRITERIA Preclinical studies to induce the characteristics of CRPS, with a control group, in any language or publication date. SOURCES OF EVIDENCE The search was performed in the Medline (PubMed) and ScienceDirect databases. RESULTS 93 studies are included. The main objective of the included studies was to understand the CRPS model. Rats, males and adults, exposed to ischemia/reperfusion of the paw or fracture of the tibia were the most common characteristics. Nociceptive evaluation using von Frey monofilaments was the most widely adopted in the studies. CONCLUSIONS For the best translational science between the animal models and individuals with CRPS, future studies should include more heterogeneous animals, and multiple assessment tools, in addition to improving the description and performance of measures that reduce the risk of bias.
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Affiliation(s)
- Juliete Palandi
- Laboratory of Experimental in Neuropathology (LEN), Graduate Program in Neuroscience, Biochemistry Department, Biological Sciences Center, Universidade Federal de Santa Catarina (UFSC), 88040-900 Florianópolis, SC, Brazil
| | - Josiel Mileno Mack
- Laboratory of Experimental Neuroscience (LaNEx), Graduate Program in Health Sciences, Universidade do Sul de Santa Catarina (UNISUL), 88137-272 Palhoça, SC, Brazil
| | - Isabela Longo de Araújo
- Laboratory of Experimental Neuroscience (LaNEx), Graduate Program in Health Sciences, Universidade do Sul de Santa Catarina (UNISUL), 88137-272 Palhoça, SC, Brazil
| | - Marcelo Farina
- Laboratory of Experimental in Neuropathology (LEN), Graduate Program in Neuroscience, Biochemistry Department, Biological Sciences Center, Universidade Federal de Santa Catarina (UFSC), 88040-900 Florianópolis, SC, Brazil
| | - Franciane Bobinski
- Laboratory of Experimental Neuroscience (LaNEx), Graduate Program in Health Sciences, Universidade do Sul de Santa Catarina (UNISUL), 88137-272 Palhoça, SC, Brazil.
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Sharma A, Tajerian M, Berner J. Rapamycin Augmentation of Chronic Ketamine as a Novel Treatment for Complex Regional Pain Syndrome. Cureus 2023; 15:e43715. [PMID: 37724220 PMCID: PMC10505505 DOI: 10.7759/cureus.43715] [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] [Accepted: 08/07/2023] [Indexed: 09/20/2023] Open
Abstract
This case report describes the dramatic clinical response of refractory chronic complex regional pain syndrome to combined immunomodulatory treatment. Ketamine and rapamycin markedly minimized pain historically associated with suicidal behavior, increased baseline activity, and allowed for a reduction in palliative polypharmacy. The piecewise mechanism of action is unclear given multiple postulated targets, such as microglia, astroglia, T-regulatory cells, B-regulatory cells, or neurons. Relevant laboratory and genetic information may allow the application of this treatment to other affected individuals.
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Affiliation(s)
- Ayush Sharma
- Pain Management, Woodinville Psychiatric Associates, Woodinville, USA
| | - Maral Tajerian
- Department of Biology, Queens College, City University of New York, Flushing, USA
- The Graduate Center, City University of New York, New York, USA
| | - Jon Berner
- Psychiatry, Woodinville Psychiatric Associates, Woodinville, USA
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7
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Dang Do AN, Sleat DE, Campbell K, Johnson NL, Zheng H, Wassif CA, Dale RK, Porter FD. Cerebrospinal Fluid Protein Biomarker Discovery in CLN3. J Proteome Res 2023; 22:2493-2508. [PMID: 37338096 PMCID: PMC11095826 DOI: 10.1021/acs.jproteome.3c00199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
Syndromic CLN3-Batten is a fatal, pediatric, neurodegenerative disease caused by variants in CLN3, which encodes the endolysosomal transmembrane CLN3 protein. No approved treatment for CLN3 is currently available. The protracted and asynchronous disease presentation complicates the evaluation of potential therapies using clinical disease progression parameters. Biomarkers as surrogates to measure the progression and effect of potential therapeutics are needed. We performed proteomic discovery studies using cerebrospinal fluid (CSF) samples from 28 CLN3-affected and 32 age-similar non-CLN3 individuals. Proximal extension assay (PEA) of 1467 proteins and untargeted data-dependent mass spectrometry [MS; MassIVE FTP server (ftp://MSV000090147@massive.ucsd.edu)] were used to generate orthogonal lists of protein marker candidates. At an adjusted p-value of <0.1 and threshold CLN3/non-CLN3 fold-change ratio of 1.5, PEA identified 54 and MS identified 233 candidate biomarkers. Some of these (NEFL, CHIT1) have been previously linked with other neurologic conditions. Others (CLPS, FAM217B, QRICH2, KRT16, ZNF333) appear to be novel. Both methods identified 25 candidate biomarkers, including CHIT1, NELL1, and ISLR2 which had absolute fold-change ratios >2. NELL1 and ISLR2 regulate axonal development in neurons and are intriguing new candidates for further investigation in CLN3. In addition to identifying candidate proteins for CLN3 research, this study provides a comparison of two large-scale proteomic discovery methods in CSF.
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Affiliation(s)
- An N. Dang Do
- Unit on Cellular Stress in Development and Diseases, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - David E. Sleat
- Center for Advanced Biotechnology and Medicine, Rutgers Biomedical Health Sciences, Piscataway, New Jersey 08854, United States
- Department of Biochemistry and Molecular Biology, Robert-Wood Johnson Medical School, Rutgers Biomedical Health Sciences, Piscataway, New Jersey 08854, United States
| | - Kiersten Campbell
- Bioinformatics and Scientific Programming Core, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Nicholas L. Johnson
- Bioinformatics and Scientific Programming Core, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Haiyan Zheng
- Center for Advanced Biotechnology and Medicine, Rutgers Biomedical Health Sciences, Piscataway, New Jersey 08854, United States
| | - Christopher A. Wassif
- Section on Molecular Dysmorphology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Ryan K. Dale
- Bioinformatics and Scientific Programming Core, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Forbes D. Porter
- Section on Molecular Dysmorphology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland 20892, United States
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Sahbaie P, Li WW, Guo TZ, Shi XY, Kingery WS, Clark JD. Autonomic Regulation of Nociceptive and Immunologic Changes in a Mouse Model of Complex Regional Pain Syndrome. THE JOURNAL OF PAIN 2022; 23:472-486. [PMID: 34699985 PMCID: PMC8920776 DOI: 10.1016/j.jpain.2021.09.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 09/27/2021] [Indexed: 01/16/2023]
Abstract
Chronic pain frequently develops after limb injuries, and its pathogenesis is poorly understood. We explored the hypothesis that the autonomic nervous system regulates adaptive immune system activation and nociceptive sensitization in a mouse model of chronic post-traumatic pain with features of complex regional pain syndrome (CRPS). In studies sympathetic signaling was reduced using 6-hydroxydopamine (6-OHDA) or lofexidine, while parasympathetic signaling was augmented by nicotine administration. Hindpaw allodynia, unweighting, skin temperature, and edema were measured at 3 and 7 weeks after fracture. Hypertrophy of regional lymph nodes and IgM deposition in the skin of injured limbs were followed as indices of adaptive immune system activation. Passive transfer of serum from fracture mice to recipient B cell deficient (muMT) mice was used to assess the formation of pain-related autoantibodies. We observed that 6-OHDA or lofexidine reduced fracture-induced hindpaw nociceptive sensitization and unweighting. Nicotine had similar effects. These treatments also prevented IgM deposition, hypertrophy of popliteal lymph nodes, and the development of pronociceptive serum transfer effects. We conclude that inhibiting sympathetic or augmenting parasympathetic signaling inhibits pro-nociceptive immunological changes accompanying limb fracture. These translational results support the use of similar approaches in trials potentially alleviating persistent post-traumatic pain and, possibly, CRPS. PERSPECTIVE: Selective treatments aimed at autonomic nervous system modulation reduce fracture-related nociceptive and functional sequelae. The same treatment strategies limit pain-supporting immune system activation and the production of pro-nociceptive antibodies. Thus, the therapeutic regulation of autonomic activity after limb injury may reduce the incidence of chronic pain.
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Affiliation(s)
- Peyman Sahbaie
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, California; Department of Anesthesia, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California.
| | - Wen-Wu Li
- Anesthesiology Service; Veterans Affairs Palo Alto Health Care System; 3801 Miranda Ave, Palo Alto, CA 94304, U.S.A,Department of Anesthesia, Perioperative and Pain Medicine; Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Tian-Zhi Guo
- Anesthesiology Service; Veterans Affairs Palo Alto Health Care System; 3801 Miranda Ave, Palo Alto, CA 94304, U.S.A,Palo Alto Veterans Institute for Research, 3801 Miranda Ave, Palo Alto, CA 94304, USA
| | - Xiao-you Shi
- Anesthesiology Service; Veterans Affairs Palo Alto Health Care System; 3801 Miranda Ave, Palo Alto, CA 94304, U.S.A,Department of Anesthesia, Perioperative and Pain Medicine; Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Wade S. Kingery
- Palo Alto Veterans Institute for Research, 3801 Miranda Ave, Palo Alto, CA 94304, USA
| | - J David Clark
- Anesthesiology Service; Veterans Affairs Palo Alto Health Care System; 3801 Miranda Ave, Palo Alto, CA 94304, U.S.A,Department of Anesthesia, Perioperative and Pain Medicine; Stanford University School of Medicine, Stanford, CA 94305, USA
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Goebel A, Andersson D, Helyes Z, Clark JD, Dulake D, Svensson C. The autoimmune aetiology of unexplained chronic pain. Autoimmun Rev 2022; 21:103015. [PMID: 34902604 DOI: 10.1016/j.autrev.2021.103015] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 12/08/2021] [Indexed: 01/10/2023]
Abstract
Chronic pain is the leading cause of life years lived with disability worldwide. The aetiology of most chronic pain conditions has remained poorly understood and there is a dearth of effective therapies. The WHO ICD-11 has categorised unexplained chronic pain states as 'chronic primary pains' (CPP), which are further defined by their association with significant distress and/or dysfunction. The new mechanistic term, 'nociplasticic pain' has been developed to illustrate their presumed generation by a structurally intact, but abnormally functioning nociceptive system. Recently, researchers have unravelled the surprising, ubiquitous presence of pain-sensitising autoantibodies in four investigated CPP indicating autoimmune causation. In persistent complex regional pain syndrome, fibromyalgia syndrome, chronic post-traumatic limb pain, and non-inflammatory joint pain associated with rheumatoid arthritis, passive transfer experiments have shown that either IgG or IgM antibodies from patient-donors cause symptoms upon injection to rodents that closely resemble those of the clinical disorders. Targets of antibody-binding and downstream effects vary between conditions, and more research is needed to elucidate the molecular and cellular details. The central nervous system appears largely unaffected by antibody binding, suggesting that the clinically evident CNS symptoms associated with CPP might arise downstream of peripheral processes. In this narrative review pertinent findings are described, and it is suggested that additional symptom-based disorders might be examined for the contribution of antibody-mediated autoimmune mechanisms.
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Affiliation(s)
- Andreas Goebel
- Pain Research Institute, Institute for Life Course and Medical Sciences, University of Liverpool, UK and Walton Centre NHS Foundation Trust, Liverpool, UK.
| | - David Andersson
- Institute of Psychiatry, Psychology and Neuroscience, Wolfson Centre for Age-Related Disease, King's College London, UK
| | - Zsuzsanna Helyes
- Department of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, University of Pécs, Pécs, Hungary
| | - J David Clark
- Anaesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Palo Alto, USA
| | | | - Camilla Svensson
- Department of Physiology and Pharmacology, Center for Molecular Medicine, Karolinska Institutet, Stockholm 171 76, Sweden
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10
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Guo TZ, Shi X, Li W, Wei T, Kingery WS, Clark JD. Dimethyl Fumarate Reduces Oxidative Stress and Pronociceptive Immune Responses in a Murine Model of Complex Regional Pain Syndrome. Anesth Analg 2021; 132:1475-1485. [PMID: 33646995 PMCID: PMC8049952 DOI: 10.1213/ane.0000000000005440] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Complex regional pain syndrome (CRPS) is a highly disabling cause of pain often precipitated by surgery or trauma to a limb. Both innate and adaptive immunological changes contribute to this syndrome. Dimethyl fumarate (DMF) works through the nuclear factor erythroid 2-related factor 2 (Nrf2) transcription factor and other targets to activate antioxidant systems and to suppress immune system activation. We hypothesized that DMF would reduce nociceptive, functional, and immunological changes measured in a model of CRPS. METHODS Male C57BL/6 mice were used in the well-characterized tibial fracture model of CRPS. Some groups of mice received DMF 25 mg/kg/d orally, per os for 3 weeks after fracture versus vehicle alone. Homozygous Nrf2 null mutant mice were used as test subjects to address the need for this transcription factor for DMF activity. Allodynia was assessed using von Frey filaments and hindlimb weight-bearing data were collected. The markers of oxidative stress malondialdehyde (MDA) and 4-hydroxynonenal (4-HNE) were quantified in the skin of the fractured mice using immunoassays along with the innate immune system cytokines IL-1β and IL-6. The accumulation of IgM in the fractured limbs and lymph node hypertrophy were used as indexes of adaptive immune system activation, and the passive transfer of serum from wildtype fractured mice to B cell-deficient fractured muMT mice (mice lacking B cells and immunoglobulin) helped to assess the pronociceptive activity of humoral factors. RESULTS We observed that oral DMF administration strongly prevented nociceptive sensitization and reduced uneven hindlimb weight bearing after fracture. DMF was also very effective in reducing the accumulation of markers of oxidative stress, activation of innate immune mediator production, lymph node hypertrophy, and the accumulation of IgM in fractured limbs. The sera of fractured vehicle-treated but not DMF-treated mice conferred pronociceptive activity to recipient mice. Unexpectedly, the effects of DMF were largely unchanged in the Nrf2 null mutant mice. CONCLUSIONS Oxidative stress and immune system activation are robust after hindlimb fracture in mice. DMF strongly reduces activation of those systems, and the Nrf2 transcription factor is not required. DMF or drugs working through similar mechanisms might provide effective therapy for CRPS or other conditions where oxidative stress causes immune system activation.
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Affiliation(s)
- Tian-zhi Guo
- Palo Alto Veterans Institute for Research, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States
| | - Xiaoyou Shi
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System Palo Alto, CA, United States
- Department of Anesthesia, Stanford University School of Medicine, Stanford, CA, United States
| | - Wenwu Li
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System Palo Alto, CA, United States
- Department of Anesthesia, Stanford University School of Medicine, Stanford, CA, United States
| | - Tzuping Wei
- Palo Alto Veterans Institute for Research, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States
| | - Wade S. Kingery
- Palo Alto Veterans Institute for Research, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States
| | - J. David Clark
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System Palo Alto, CA, United States
- Department of Anesthesia, Stanford University School of Medicine, Stanford, CA, United States
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11
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Li WW, Yang Y, Guo TZ, Sahbaie P, Shi XY, Guang Q, Kingery WS, Herzenberg LA, Clark JD. IL-6 signaling mediates the germinal center response, IgM production and nociceptive sensitization in male mice after tibia fracture. Brain Behav Immun 2021; 94:148-158. [PMID: 33636311 PMCID: PMC8058295 DOI: 10.1016/j.bbi.2021.02.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 02/14/2021] [Accepted: 02/18/2021] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Up-regulated interleukin 6 (IL-6) signaling, immune system activation, and pronociceptive autoantibodies are characteristic of complex regional pain syndrome (CRPS). IL-6 is known to promote B cell differentiation, thus we hypothesized that IL-6 signaling plays a crucial role in the development of adaptive immune responses and nociceptive sensitization in a murine tibia fracture model of CRPS. METHODS Mice deficient in IL-6 expression (IL-6-/-) or B cell deficient (muMT) underwent tibia fracture and 3 weeks of cast immobilization or sham injury. The deposition of IgM in fractured limbs was followed using Western blotting, and passive serum transfer to muMT fracture mice was used to detect nociception-supporting autoantibodies. Lymph nodes were assessed for hypertrophy, IL-6 expression was measured using qPCR and ELISA, and germinal center formation was evaluated using FACS and immunohistochemistry. The therapeutic effects of exogenous neutralizing anti-IL-6 antibodies were also evaluated in the CRPS fracture model. RESULTS Functional IL-6 signaling was required for the post fracture development of nociceptive sensitization, vascular changes, and IgM immune complex deposition in the skin of injured limbs. Passive transfer of sera from wild-type, but not IL-6-/- fracture mice into muMT fracture mice caused enhanced allodynia and postural unweighting. IL-6-/- fracture mice displayed reduced popliteal lymphadenopathy after fracture. Germinal center responses were detected in the popliteal lymph nodes of wild-type, but not in IL-6-/- fracture mice. We observed that IL-6 expression was dramatically enhanced in popliteal lymph node tissue after fracture. Conversely, administration of anti-IL-6 antibodies reduced nociceptive and vascular changes after fracture and inhibited lymphadenopathy. CONCLUSIONS Collectively, these data support the hypothesis that IL-6 signaling in the fracture limb of mice is required for germinal center formation, IgM autoantibody production and nociceptive sensitization. Anti-IL-6 therapies might, therefore, reduce pain after limb fracture or in the setting of CRPS.
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Affiliation(s)
- Wen-Wu Li
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, 3801 Miranda Ave, Palo Alto, CA 94304, United States.,Department of Anesthesiology, Stanford University School of Medicine, 300 Pasture Drive, Stanford, CA 94305, United States
| | - Yang Yang
- Department of Genetics, Stanford University School of Medicine, 300 Pasture Drive, Stanford, CA 94305, USA.
| | - Tian-Zhi Guo
- Palo Alto Veterans Institute for Research, 3801 Miranda Ave, Palo Alto, CA 94304, United States
| | - Peyman Sahbaie
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, 3801 Miranda Ave, Palo Alto, CA 94304, USA; Palo Alto Veterans Institute for Research, 3801 Miranda Ave, Palo Alto, CA 94304, USA.
| | - Xiao-you Shi
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, 3801 Miranda Ave, Palo Alto, CA 94304, United States.,Department of Anesthesiology, Stanford University School of Medicine, 300 Pasture Drive, Stanford, CA 94305, United States
| | - Qin Guang
- Department of Genetics, Stanford University School of Medicine, 300 Pasture Drive, Stanford, CA 94305, United States
| | - Wade S. Kingery
- Palo Alto Veterans Institute for Research, 3801 Miranda Ave, Palo Alto, CA 94304, United States
| | - Leonore A. Herzenberg
- Department of Genetics, Stanford University School of Medicine, 300 Pasture Drive, Stanford, CA 94305, United States
| | - J. David Clark
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, 3801 Miranda Ave, Palo Alto, CA 94304, United States.,Department of Anesthesiology, Stanford University School of Medicine, 300 Pasture Drive, Stanford, CA 94305, United States
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12
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Complex regional pain syndrome patient immunoglobulin M has pronociceptive effects in the skin and spinal cord of tibia fracture mice. Pain 2021; 161:797-809. [PMID: 31815913 DOI: 10.1097/j.pain.0000000000001765] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
It has been proposed that complex regional pain syndrome (CRPS) is a post-traumatic autoimmune disease. Previously, we observed that B cells are required for the full expression of CRPS-like changes in a mouse tibia fracture model and that serum immunoglobulin M (IgM) antibodies from fracture mice have pronociceptive effects in muMT fracture mice lacking B cells. The current study evaluated the pronociceptive effects of injecting CRPS patient serum or antibodies into muMT fracture mice by measuring hind paw allodynia and unweighting changes. Complex regional pain syndrome serum binding was measured against autoantigens previously identified in the fracture mouse model. Both CRPS patient serum or IgM antibodies had pronociceptive effects in the fracture limb when injected systemically in muMT fracture mice, but normal subject serum and CRPS patient IgG antibodies had no effect. Furthermore, CRPS serum IgM antibodies had pronociceptive effects when injected into the fracture limb hind paw skin or intrathecally in the muMT fracture mice. Early (1-12 months after injury) CRPS patient (n = 20) sera were always pronociceptive after systemic injection, and chronic (>12 months after injury) CRPS sera were rarely pronociceptive (2/20 patients), while sera from normal subjects (n = 20) and from patients with uncomplicated recoveries from orthopedic surgery and/or fracture (n = 15) were never pronociceptive. Increased CRPS serum IgM binding was observed for keratin 16, histone 3.2, gamma actin, and alpha enolase autoantigens. We postulate that CRPS patient IgM antibodies bind to neoantigens in the fracture mouse skin and spinal cord to initiate a regionally restricted pronociceptive complement response potentially contributing to the CRPS disease process.
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13
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Lacagnina MJ, Heijnen CJ, Watkins LR, Grace PM. Autoimmune regulation of chronic pain. Pain Rep 2021; 6:e905. [PMID: 33981931 PMCID: PMC8108590 DOI: 10.1097/pr9.0000000000000905] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 11/19/2020] [Accepted: 01/19/2021] [Indexed: 01/24/2023] Open
Abstract
Chronic pain is an unpleasant and debilitating condition that is often poorly managed by existing therapeutics. Reciprocal interactions between the nervous system and the immune system have been recognized as playing an essential role in the initiation and maintenance of pain. In this review, we discuss how neuroimmune signaling can contribute to peripheral and central sensitization and promote chronic pain through various autoimmune mechanisms. These pathogenic autoimmune mechanisms involve the production and release of autoreactive antibodies from B cells. Autoantibodies-ie, antibodies that recognize self-antigens-have been identified as potential molecules that can modulate the function of nociceptive neurons and thereby induce persistent pain. Autoantibodies can influence neuronal excitability by activating the complement pathway; by directly signaling at sensory neurons expressing Fc gamma receptors, the receptors for the Fc fragment of immunoglobulin G immune complexes; or by binding and disrupting ion channels expressed by nociceptors. Using examples primarily from rheumatoid arthritis, complex regional pain syndrome, and channelopathies from potassium channel complex autoimmunity, we suggest that autoantibody signaling at the central nervous system has therapeutic implications for designing novel disease-modifying treatments for chronic pain.
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Affiliation(s)
- Michael J. Lacagnina
- Laboratories of Neuroimmunology, Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cobi J. Heijnen
- Laboratories of Neuroimmunology, Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Linda R. Watkins
- Department of Psychology and Neuroscience, Center for Neuroscience, University of Colorado, Boulder, CO, USA
| | - Peter M. Grace
- Laboratories of Neuroimmunology, Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
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14
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Li WW, Yang Y, Shi XY, Guo TZ, Guang Q, Kingery WS, Herzenberg LA, Clark JD. Germinal center formation, immunoglobulin production and hindlimb nociceptive sensitization after tibia fracture. Brain Behav Immun 2020; 88:725-734. [PMID: 32413559 PMCID: PMC7416484 DOI: 10.1016/j.bbi.2020.05.029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 04/22/2020] [Accepted: 05/09/2020] [Indexed: 12/12/2022] Open
Abstract
Emerging evidence suggests that Complex Regional Pain Syndrome (CRPS) is in part a post-traumatic autoimmune disease mediated by an adaptive immune response after limb injuries. We previously observed in a murine tibial fracture model of CRPS that pain-related behaviors were dependent upon adaptive immune mechanisms including the neuropeptide-dependent production of IgM for 5 months after injury. However, the time course of induction of this immune response and the demonstration of germinal center formation in lymphoid organs has not been evaluated. Using the murine fracture model, we employed behavioral tests of nociceptive sensitization and limb dysfunction, serum passive transfer techniques, western blot analysis of IgM accumulation, fluorescence-activated cell sorting (FACS) of lymphoid tissues and immunohistochemistry to follow the temporal activation of the adaptive immune response over the first 3 weeks after fracture. We observed that: 1) IgM protein levels in the skin of the fractured mice were elevated at 3 weeks post fracture, but not at earlier time points, 2) serum from fracture mice at 3 weeks, but not 1 and 2 weeks post fracture, had pro-nociceptive effects when passively transferred to fractured muMT mice lacking B cells, 3) fracture induced popliteal lymphadenopathy occurred ipsilateral to fracture beginning at 1 week and peaking at 3 weeks post fracture, 4) a germinal center reaction was detected by FACS analysis in the popliteal lymph nodes from injured limbs by 3 weeks post fracture but not in other lymphoid tissues, 5) germinal center formation was characterized by the induction of T follicular helper cells (Tfh) and germinal center B cells in the popliteal lymph nodes of the injured but not contralateral limbs, and 6) fracture mice treated with the Tfh signaling inhibitor FK506 had impaired germinal center reactions, reduced IgM levels, reduced nociceptive sensitization, and no pronociceptive serum effects after administration to fractured muMT mice. Collectively these data demonstrate that tibia fracture induces an adaptive autoimmune response characterized by popliteal lymph node germinal center formation and Tfh cell dependent B cell activation, resulting in nociceptive sensitization within 3 weeks.
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Affiliation(s)
- Wen-Wu Li
- Veterans Affairs Palo Alto Health Care System 3801 Miranda Ave., Palo Alto, California 94304,Department of Anesthesiology, Stanford University School of Medicine, 300 Pasture Drive, Stanford, California 94304
| | - Yang Yang
- Department of Genetics, Stanford University School of Medicine, 300 Pasture Drive, Stanford, CA 94304, United States.
| | - Xiao-you Shi
- Veterans Affairs Palo Alto Health Care System 3801 Miranda Ave., Palo Alto, California 94304,Department of Anesthesiology, Stanford University School of Medicine, 300 Pasture Drive, Stanford, California 94304
| | - Tian-Zhi Guo
- Veterans Affairs Palo Alto Health Care System 3801 Miranda Ave., Palo Alto, California 94304,Veterans Affairs Institute for Research, 3801 Miranda Ave., Palo Alto, California 94304
| | - Qin Guang
- Department of Genetics, Stanford University School of Medicine, 300 Pasture Drive, Stanford, California 94304
| | - Wade S. Kingery
- Veterans Affairs Palo Alto Health Care System 3801 Miranda Ave., Palo Alto, California 94304,Veterans Affairs Institute for Research, 3801 Miranda Ave., Palo Alto, California 94304
| | - Leonore A. Herzenberg
- Department of Genetics, Stanford University School of Medicine, 300 Pasture Drive, Stanford, California 94304
| | - J. David Clark
- Veterans Affairs Palo Alto Health Care System 3801 Miranda Ave., Palo Alto, California 94304,Department of Anesthesiology, Stanford University School of Medicine, 300 Pasture Drive, Stanford, California 94304
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Shoenfeld Y, Ryabkova VA, Scheibenbogen C, Brinth L, Martinez-Lavin M, Ikeda S, Heidecke H, Watad A, Bragazzi NL, Chapman J, Churilov LP, Amital H. Complex syndromes of chronic pain, fatigue and cognitive impairment linked to autoimmune dysautonomia and small fiber neuropathy. Clin Immunol 2020; 214:108384. [PMID: 32171889 DOI: 10.1016/j.clim.2020.108384] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 03/10/2020] [Accepted: 03/10/2020] [Indexed: 12/21/2022]
Abstract
Chronic fatigue syndrome, postural orthostatic tachycardia syndrome, complex regional pain syndrome and silicone implant incompatibility syndrome are a subject of debate among clinicians and researchers. Both the pathogenesis and treatment of these disorders require further study. In this paper we summarize the evidence regarding the role of autoimmunity in these four syndromes with respect to immunogenetics, autoimmune co-morbidities, alteration in immune cell subsets, production of autoantibodies and presentation in animal models. These syndromes could be incorporated in a new concept of autoimmune neurosensory dysautonomia with the common denominators of autoantibodies against G-protein coupled receptors and small fiber neuropathy. Sjogren's syndrome, which is a classical autoimmune disease, could serve as a disease model, illustrating the concept. Development of this concept aims to identify an apparently autoimmune subgroup of the disputable disorders, addressed in the review, which may most benefit from the immunotherapy.
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Affiliation(s)
- Yehuda Shoenfeld
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Aviv, Israel; Laboratory of the Mosaics of Autoimmunity, Saint Petersburg State University, Russia.
| | - Varvara A Ryabkova
- Laboratory of the Mosaics of Autoimmunity, Saint Petersburg State University, Russia
| | - Carmen Scheibenbogen
- Institute for Medical Immunology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Louise Brinth
- Department of Nuclear Medicine, Herlev Gentofte Hospital, Gentofte Hospitalsvej 1, 2900 Hellerup, Denmark
| | - Manuel Martinez-Lavin
- Rheumatology Department, National Institute of Cardiology, Juan Badiano 1, 14080 Mexico City, Mexico
| | - Shuichi Ikeda
- Intractable Disease Care Center, Shinshu University Hospital, Matsumoto 390-0802, Japan
| | | | - Abdulla Watad
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Aviv, Israel; Section of Musculoskeletal Disease, Leeds Institute of Molecular Medicine, University of Leeds, NIHR Leeds Musculoskeletal Biomedical Research Unit, Chapel Allerton Hospital, Leeds, UK
| | - Nicola L Bragazzi
- Postgraduate School of Public Health, Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Joab Chapman
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Aviv, Israel
| | - Leonid P Churilov
- Laboratory of the Mosaics of Autoimmunity, Saint Petersburg State University, Russia
| | - Howard Amital
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Aviv, Israel
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16
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Bruehl S, Gamazon ER, Van de Ven T, Buchheit T, Walsh CG, Mishra P, Ramanujan K, Shaw A. DNA methylation profiles are associated with complex regional pain syndrome after traumatic injury. Pain 2019; 160:2328-2337. [PMID: 31145213 PMCID: PMC7473388 DOI: 10.1097/j.pain.0000000000001624] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Factors contributing to development of complex regional pain syndrome (CRPS) are not fully understood. This study examined possible epigenetic mechanisms that may contribute to CRPS after traumatic injury. DNA methylation profiles were compared between individuals developing CRPS (n = 9) and those developing non-CRPS neuropathic pain (n = 38) after undergoing amputation following military trauma. Linear Models for Microarray (LIMMA) analyses revealed 48 differentially methylated cytosine-phosphate-guanine dinucleotide (CpG) sites between groups (unadjusted P's < 0.005), with the top gene COL11A1 meeting Bonferroni-adjusted P < 0.05. The second largest differential methylation was observed for the HLA-DRB6 gene, an immune-related gene linked previously to CRPS in a small gene expression study. For all but 7 of the significant CpG sites, the CRPS group was hypomethylated. Numerous functional Gene Ontology-Biological Process categories were significantly enriched (false discovery rate-adjusted q value <0.15), including multiple immune-related categories (eg, activation of immune response, immune system development, regulation of immune system processes, and antigen processing and presentation). Differentially methylated genes were more highly connected in human protein-protein networks than expected by chance (P < 0.05), supporting the biological relevance of the findings. Results were validated in an independent sample linking a DNA biobank with electronic health records (n = 126 CRPS phenotype, n = 19,768 non-CRPS chronic pain phenotype). Analyses using PrediXcan methodology indicated differences in the genetically determined component of gene expression in 7 of 48 genes identified in methylation analyses (P's < 0.02). Results suggest that immune- and inflammatory-related factors might confer risk of developing CRPS after traumatic injury. Validation findings demonstrate the potential of using electronic health records linked to DNA for genomic studies of CRPS.
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Affiliation(s)
- Stephen Bruehl
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, United States. Mr. Shaw is now with Department of Anesthesiology and Pain Medicine, University of Alberta, Edmonton, AB, Canada
| | - Eric R. Gamazon
- Division of Genetic Medicine, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, United States
- Department of Anesthesiology, Clare Hall, University of Cambridge, Cambridge, United Kingdom
| | - Thomas Van de Ven
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Thomas Buchheit
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Colin G. Walsh
- Departments of Medicine and Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Puneet Mishra
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, United States. Mr. Shaw is now with Department of Anesthesiology and Pain Medicine, University of Alberta, Edmonton, AB, Canada
| | - Krishnan Ramanujan
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, United States. Mr. Shaw is now with Department of Anesthesiology and Pain Medicine, University of Alberta, Edmonton, AB, Canada
| | - Andrew Shaw
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, United States. Mr. Shaw is now with Department of Anesthesiology and Pain Medicine, University of Alberta, Edmonton, AB, Canada
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17
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18
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Isali I, Mahran A, Khalifa AO, Sheyn D, Neudecker M, Qureshi A, Conroy B, Schumacher FR, Hijaz AK, El-Nashar SA. Gene expression in stress urinary incontinence: a systematic review. Int Urogynecol J 2019; 31:1-14. [PMID: 31312847 DOI: 10.1007/s00192-019-04025-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Accepted: 06/10/2019] [Indexed: 01/20/2023]
Abstract
INTRODUCTION A contribution of genetic factors to the development of stress urinary incontinence (SUI) is broadly acknowledged. This study aimed to: (1) provide insight into the genetic pathogenesis of SUI by gathering and synthesizing the available data from studies evaluating differential gene expression in SUI patients and (2) identify possible novel therapeutic targets and leads. METHODS A systematic literature search was conducted through September 2017 for the concepts of genetics and SUI. Gene networking connections and gene-set functional analyses of the identified genes as differentially expressed in SUI were performed using GeneMANIA software. RESULTS Of 3019 studies, 4 were included in the final analysis. A total of 13 genes were identified as being differentially expressed in SUI patients. Eleven genes were overexpressed: skin-derived antileukoproteinase (SKALP/elafin), collagen type XVII alpha 1 chain (COL17A1), plakophilin 1 (PKP1), keratin 16 (KRT16), decorin (DCN), biglycan (BGN), protein bicaudal D homolog 2 (BICD2), growth factor receptor-bound protein 2 (GRB2), signal transducer and activator of transcription 3 (STAT3), apolipoprotein E (APOE), and Golgi SNAP receptor complex member 1 (GOSR1), while two genes were underexpressed: fibromodulin (FMOD) and glucocerebrosidase (GBA). GeneMANIA revealed that these genes are involved in intermediate filament cytoskeleton and extracellular matrix organization. CONCLUSION Many genes are involved in the pathogenesis of SUI. Furthermore, whole-genome studies are warranted to identify these genetic connections. This study lays the groundwork for future research and the development of novel therapies and SUI biomarkers in clinical practice.
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Affiliation(s)
- Ilaha Isali
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Amr Mahran
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Department of Urology, Assiut University, Assiut, Egypt
| | - Ahmad O Khalifa
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Department of Urology, Menoufia University, Menoufia, Egypt
| | - David Sheyn
- Department of Obstetrics and Gynecology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Mandy Neudecker
- Core Library, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Arshna Qureshi
- Department of Anesthesiology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Britt Conroy
- Department of Family Medicine, Metro Health Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Fredrick R Schumacher
- Department of Population & Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Adonis K Hijaz
- Department of Urology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Sherif A El-Nashar
- Department of Obstetrics and Gynecology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
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19
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Russo MA, Fiore NT, van Vreden C, Bailey D, Santarelli DM, McGuire HM, Fazekas de St Groth B, Austin PJ. Expansion and activation of distinct central memory T lymphocyte subsets in complex regional pain syndrome. J Neuroinflammation 2019; 16:63. [PMID: 30885223 PMCID: PMC6423749 DOI: 10.1186/s12974-019-1449-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 02/28/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Complex regional pain syndrome (CRPS) is a debilitating condition where trauma to a limb results in devastating persistent pain that is disproportionate to the initial injury. The pathophysiology of CRPS remains unknown; however, accumulating evidence suggests it is an immunoneurological disorder, especially in light of evidence of auto-antibodies in ~ 30% of patients. Despite this, a systematic assessment of all circulating leukocyte populations in CRPS has never been performed. METHODS We characterised 14 participants as meeting the Budapest clinical criteria for CRPS and assessed their pain ratings and psychological state using a series of questionnaires. Next, we performed immunophenotyping on blood samples from the 14 CRPS participants as well as 14 healthy pain-free controls using mass cytometry. Using a panel of 38 phenotypic and activation markers, we characterised the numbers and intracellular activation status of all major leukocyte populations using manual gating strategies and unsupervised cluster analysis. RESULTS We have shown expansion and activation of several distinct populations of central memory T lymphocytes in CRPS. The number of central memory CD8+ T cells was increased 2.15-fold; furthermore, this cell group had increased phosphorylation of NFkB and STAT1 compared to controls. Regarding central memory CD4+ T lymphocytes, the number of Th1 and Treg cells was increased 4.98-fold and 2.18-fold respectively, with increased phosphorylation of NFkB in both populations. We also found decreased numbers of CD1c+ myeloid dendritic cells, although with increased p38 phosphorylation. These changes could indicate dendritic cell tissue trafficking, as well as their involvement in lymphocyte activation. CONCLUSIONS These findings represent the first mass cytometry immunophenotyping study in any chronic pain state and provide preliminary evidence of an antigen-mediated T lymphocyte response in CRPS. In particular, the presence of increased numbers of long-lived central memory CD4+ and CD8+ T lymphocytes with increased activation of pro-inflammatory signalling pathways may indicate ongoing inflammation and cellular damage in CRPS.
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Affiliation(s)
- Marc A. Russo
- Hunter Pain Clinic, 91 Chatham Street, Broadmeadow, NSW 2292 Australia
- Genesis Research Services, 220 Denison St, Broadmeadow, NSW 2292 Australia
| | - Nathan T. Fiore
- Discipline of Anatomy & Histology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Room E513, Anderson Stuart Building, Sydney, NSW 2006 Australia
| | - Caryn van Vreden
- Ramaciotti Centre for Human Systems Biology, Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006 Australia
- Sydney Cytometry, Centenary Institute and the Charles Perkins Centre, John Hopkins Drive, Camperdown, NSW 2050 Australia
| | - Dominic Bailey
- Genesis Research Services, 220 Denison St, Broadmeadow, NSW 2292 Australia
| | | | - Helen M. McGuire
- Ramaciotti Centre for Human Systems Biology, Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006 Australia
- Discipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006 Australia
| | - Barbara Fazekas de St Groth
- Ramaciotti Centre for Human Systems Biology, Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006 Australia
- Discipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006 Australia
| | - Paul J. Austin
- Discipline of Anatomy & Histology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Room E513, Anderson Stuart Building, Sydney, NSW 2006 Australia
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Stanton-Hicks MD. CRPS: what’s in a name? Taxonomy, epidemiology, neurologic, immune and autoimmune considerations. Reg Anesth Pain Med 2019; 44:376-387. [DOI: 10.1136/rapm-2018-100064] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 09/25/2018] [Accepted: 10/03/2018] [Indexed: 12/26/2022]
Abstract
This account of the condition now termed complex regional pain syndrome (CRPS) spans approximately 462 years since a description embodying similar clinical features was described by Ambroise Paré in 1557. While reviewing its historical origins, the text describes why it became necessary to change the taxonomies of two clinical syndromes with similar pathophysiologies to one which acknowledges this aspect but does not introduce any mechanistic overtones. Discussed at length is the role of the sympathetic component of the autonomic nervous system (ANS) and why its dysfunction has both directly and indirectly influenced our understanding of the inflammatory aspects of CRPS. As the following article will show, our knowledge has expanded in an exponential fashion to include musculoskeletal, immune, autoimmune, central and peripheral nervous system and ANS dysfunction, all of which increase the complexity of its clinical management. A burgeoning literature is beginning to shed light on the mechanistic aspects of these syndromes and the increasing evidence of a genetic influence on such factors as autoimmunity, and its importance is also discussed at length. An important aspect that has been missing from the diagnostic criteria is a measure of disease severity. The recent validation of a CRPS Severity Score is also included.
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21
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A new hypothesis for the pathophysiology of complex regional pain syndrome. Med Hypotheses 2018; 119:41-53. [DOI: 10.1016/j.mehy.2018.07.026] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 07/18/2018] [Accepted: 07/27/2018] [Indexed: 12/21/2022]
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22
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Birklein F, Ibrahim A, Schlereth T, Kingery WS. The Rodent Tibia Fracture Model: A Critical Review and Comparison With the Complex Regional Pain Syndrome Literature. THE JOURNAL OF PAIN 2018; 19:1102.e1-1102.e19. [PMID: 29684510 PMCID: PMC6163066 DOI: 10.1016/j.jpain.2018.03.018] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Revised: 02/28/2018] [Accepted: 03/30/2018] [Indexed: 12/23/2022]
Abstract
Distal limb fracture is the most common cause of complex regional pain syndrome (CRPS), thus the rodent tibia fracture model (TFM) was developed to study CRPS pathogenesis. This comprehensive review summarizes the published TFM research and compares these experimental results with the CRPS literature. The TFM generated spontaneous and evoked pain behaviors, inflammatory symptoms (edema, warmth), and trophic changes (skin thickening, osteoporosis) resembling symptoms in early CRPS. Neuropeptides, inflammatory cytokines, and nerve growth factor (NGF) have been linked to pain behaviors, inflammation, and trophic changes in the TFM model and proliferating keratinocytes were identified as the primary source of cutaneous cytokines and NGF. Tibia fracture also activated spinal glia and upregulated spinal neuropeptide, cytokine, and NGF expression, and in the brain it changed dendritic architecture. B cell-expressed immunoglobulin M antibodies also contributed to pain behavior, indicating a role for adaptive immunity. These results modeled many findings in early CRPS, but significant differences were also noted. PERSPECTIVE Multiple neuroimmune signaling mechanisms contribute to the pain, inflammation, and trophic changes observed in the injured limb of the rodent TFM. This model replicates many of the symptoms, signs, and pathophysiology of early CRPS, but most post-fracture changes resolve within 5 months and may not contribute to perpetuating chronic CRPS.
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Affiliation(s)
- Frank Birklein
- University Medical Center of the Johannes Gutenberg University Mainz, Department of Neurology, Mainz, Germany
| | - Alaa Ibrahim
- University Medical Center of the Johannes Gutenberg University Mainz, Department of Neurology, Mainz, Germany
| | - Tanja Schlereth
- University Medical Center of the Johannes Gutenberg University Mainz, Department of Neurology, Mainz, Germany
| | - Wade S Kingery
- Palo Alto Veterans Institute for Research, Veterans Affairs Palo Alto Health Care System, Palo Alto, California.
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David Clark J, Tawfik VL, Tajerian M, Kingery WS. Autoinflammatory and autoimmune contributions to complex regional pain syndrome. Mol Pain 2018; 14:1744806918799127. [PMID: 30124090 PMCID: PMC6125849 DOI: 10.1177/1744806918799127] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Complex regional pain syndrome (CRPS) is a highly enigmatic syndrome typically developing after injury or surgery to a limb. Severe pain and disability are common among those with chronic forms of this condition. Accumulating evidence suggests that CRPS may involve both autoinflammatory and autoimmune components. In this review article, evidence for dysfunction of both the innate and adaptive immune systems in CRPS is presented. Findings from human studies in which cytokines and other inflammatory mediators were measured in the skin of affected limbs are discussed. Additional results from studies of mediator levels in animal models are evaluated in this context. Similarly, the evidence from human, animal, and translational studies of the production of autoantibodies and the potential targets of those antibodies is reviewed. Compelling evidence of autoinflammation in skin and muscle of the affected limb has been collected from CRPS patients and laboratory animals. Cytokines including IL-1β, IL-6, TNFα, and others are reliably identified during the acute phases of the syndrome. More recently, autoimmune contributions have been suggested by the discovery of self-directed pain-promoting IgG and IgM antibodies in CRPS patients and model animals. Both the autoimmune and the autoinflammatory components of CRPS appear to be regulated by neuropeptide-containing peripheral nerve fibers and the sympathetic nervous system. While CRPS displays a complex neuroimmunological pathogenesis, therapeutic interventions could be designed targeting autoinflammation, autoimmunity, or the neural support for these phenomena.
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Affiliation(s)
- J David Clark
- 1 Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.,2 Department of Anesthesiology, Perioperative & Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Vivianne L Tawfik
- 2 Department of Anesthesiology, Perioperative & Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Maral Tajerian
- 2 Department of Anesthesiology, Perioperative & Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Wade S Kingery
- 3 Palo Alto Veterans Institute for Research, Palo Alto, CA, USA
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Abstract
It has been proposed that complex regional pain syndrome (CRPS) is a posttraumatic autoimmune disease, and we previously observed that B cells are required for the full expression of CRPS-like changes in a mouse tibia fracture CRPS model. The current study used the mouse model to evaluate the progression of postfracture CRPS-like changes in wild-type (WT) and muMT fracture mice lacking B cells and antibodies. The pronociceptive effects of injecting WT fracture mouse serum antibodies into muMT fracture mice were also evaluated. Postfracture pain behaviors transitioned from being initially dependent on both innate and autoimmune inflammatory mechanisms at 3 weeks after fracture to being entirely mediated by antibody responses at 12 weeks after fracture and spontaneously resolving by 21 weeks after fracture. Furthermore, serum IgM antibodies from WT fracture mice had pronociceptive effects in the fracture limb when injected into muMT fracture mice. IgM antibody levels gradually increased in the fracture limb hind paw skin, sciatic nerve, and corresponding lumbar cord, peaking at 12 to 18 weeks after fracture and then declining. Immunohistochemistry localized postfracture IgM antibody binding to antigens in the fracture limb hind paw dermal cell nuclei. We postulate that fracture induces expression of neoantigens in the fracture limb skin, sciatic nerve, and cord, which trigger B cells to secret IgM antibodies that bind those antigens and initiate a pronociceptive antibody response. Autoimmunity plays a key role in the progression of nociceptive and vascular changes in the mouse fracture model and potentially contributes to the CRPS disease process.
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Li WW, Guo TZ, Shi X, Birklein F, Schlereth T, Kingery WS, Clark JD. Neuropeptide regulation of adaptive immunity in the tibia fracture model of complex regional pain syndrome. J Neuroinflammation 2018; 15:105. [PMID: 29642930 PMCID: PMC5896028 DOI: 10.1186/s12974-018-1145-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 04/02/2018] [Indexed: 11/17/2022] Open
Abstract
Background Both dysfunctional neuropeptide signaling and immune system activation are characteristic of complex regional pain syndrome (CRPS). Unknown is whether substance P (SP) or calcitonin gene-related peptide (CGRP) support autoantibody production and, consequently, nociceptive sensitization. Methods These experiments involved the use of a well-characterized tibia fracture model of CRPS. Mice deficient in SP expression (Tac1−/−) and CGRP signaling (RAMP1−/−) were used to probe the neuropeptide dependence of post-fracture sensitization and antibody production. The deposition of IgM in the spinal cord, sciatic nerves, and skin was followed using Western blotting, as was expression of the CRPS-related autoantigen cytokeratin 16 (Krt16). Passive serum transfer to B-cell-deficient muMT mice was used to assess the production of functional autoantibodies in CRPS model mice. The use of immunohistochemistry allowed us to assess neuropeptide-containing fiber distribution and Langerhans cell abundance in mouse and human CRPS patient skin, while Langerhans cell-deficient mice were used to assess the functional contributions of these cells. Results Functional SP and CGRP signaling were required both for the full development of nociceptive sensitization after fracture and the deposition of IgM in skin and neural tissues. Furthermore, the passive transfer of serum from wildtype but not neuropeptide-deficient mice to fractured muMT mice caused enhanced allodynia and postural unweighting. Langerhans cells were increased in number in the skin of fracture mice and CRPS patients, and those increases in mice were reduced in neuropeptide signaling-deficient animals. Unexpectedly, Langerhans cell-deficient mice showed normal nociceptive sensitization after fracture. However, the increased expression of Krt16 after tibia fracture was not seen in neuropeptide-deficient mice. Conclusions Collectively, these data support the hypothesis that neuropeptide signaling in the fracture limb of mice is required for autoantigenic IgM production and nociceptive sensitization. The mechanism may be related to neuropeptide-supported autoantigen expression.
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Affiliation(s)
- Wen-Wu Li
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.,Department of Anesthesia, Stanford University School of Medicine, Stanford, CA, USA
| | - Tian-Zhi Guo
- Palo Alto Veterans Institute for Research, Palo Alto, CA, USA
| | - Xiaoyou Shi
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.,Department of Anesthesia, Stanford University School of Medicine, Stanford, CA, USA
| | - Frank Birklein
- Department of Neurology, University Medical Center, Mainz, Germany
| | - Tanja Schlereth
- Department of Neurology, University Medical Center, Mainz, Germany.,Department of Neurology, DKD Helios Klinik Wiesbaden, Wiesbaden, Germany
| | - Wade S Kingery
- Palo Alto Veterans Institute for Research, Palo Alto, CA, USA
| | - J David Clark
- Anesthesiology Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA. .,Department of Anesthesia, Stanford University School of Medicine, Stanford, CA, USA.
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König S, Schlereth T, Birklein F. Molecular signature of complex regional pain syndrome (CRPS) and its analysis. Expert Rev Proteomics 2017; 14:857-867. [PMID: 28803495 DOI: 10.1080/14789450.2017.1366859] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Simone König
- Core Unit Proteomics, Interdisciplinary Center for Clinical Research, University of Münster, Münster, Germany
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