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Ebbesen BD, Hedegaard JN, Grøntved S, Giordano R, Fernández‐de‐las‐Peñas C, Arendt‐Nielsen L. Predictive Ability of Previous Pain and Disease Conditions on the Presentation of Post-COVID Pain in a Danish Cohort of Adult COVID-19 Survivors. Eur J Pain 2025; 29:e70021. [PMID: 40186415 PMCID: PMC11971649 DOI: 10.1002/ejp.70021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 03/13/2025] [Accepted: 03/23/2025] [Indexed: 04/07/2025]
Abstract
BACKGROUND Even though many post-COVID pain risk factors have been identified, little is known about the predictive profiles of these risk factors for the development of post-COVID pain. METHODS Data was collected from two separate questionnaires assessing demographics, pre-existing medical comorbidities, pain history, and post-COVID pain experience. Socioeconomic data and COVID-19 RT-PCR test results were collected from Danish registries. The study cohort (n = 68,028) was stratified into two groups reporting pre-COVID pain (n = 9090) and no pre-COVID pain (n = 55,938). Forward-selection prediction models were employed to identify predictor profiles for post-COVID pain in the full study cohort (Model 1) and the stratified groups with (Model 2) and without (Model 3) pre-COVID pain from 58 potential risk factors. RESULTS Model 1 achieved a 5-fold cross-validated AUC (cvAUC) of 0.68. Use of pain medication, stress, high income, age, female gender, and weight were the top predictors contributing to 97% of the model performance. Model 2 (cvAUC = 0.69) identified use of pain medication, breathing pain, stress, height, physical activity, and weight as the top predictors contributing to 98.6% of model predictive performance. Model 3 (cvAUC = 0.65) identified stress, female gender, weight, higher education, age, high income, and physical activity as the top predictors contributing to 98.5% of model predictive performance. Height was unique to Model 2, while being female and higher income were unique to Model 3. CONCLUSIONS The study highlights potential important predictors, and further research is needed to describe these in detail. The results may apply to the understanding of post-viral pain sequelae after other viral infections. SIGNIFICANCE STATEMENT The explorative study investigates the predictive ability of a battery of pre-COVID risk factors potentially associated with the development of post-COVID pain. This article presents the profiles of predictors of interest in COVID-19 survivors with and without pre-COVID pain. The results will contribute to the understanding of patient profiles that might develop post-COVID pain conditions and provide a first step towards focused clinical predictive research.
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Affiliation(s)
- Brian Duborg Ebbesen
- Department of Health Science and Technology, School of Medicine, Center for Neuroplasticity and PainAalborg UniversityAalborgDenmark
- Department of Gastroenterology & Hepatology, Mech‐SenseClinical Institute, Aalborg University HospitalAalborgDenmark
| | - Jakob Nebeling Hedegaard
- Department of Clinical Medicine, Danish Center for Health Services ResearchAalborg UniversityAalborgDenmark
| | - Simon Grøntved
- Department of Clinical Medicine, Danish Center for Health Services ResearchAalborg UniversityAalborgDenmark
- Region North PsychiatryAalborg University HospitalAalborgDenmark
| | - Rocco Giordano
- Department of Health Science and Technology, School of Medicine, Center for Neuroplasticity and PainAalborg UniversityAalborgDenmark
- Department of Oral and Maxillofacial SurgeryAalborg University HospitalAalborgDenmark
| | - César Fernández‐de‐las‐Peñas
- Department of Physical Therapy, Occupational Therapy, Physical Medicine and RehabilitationUniversidad Rey Juan Carlos (URJC)MadridSpain
| | - Lars Arendt‐Nielsen
- Department of Health Science and Technology, School of Medicine, Center for Neuroplasticity and PainAalborg UniversityAalborgDenmark
- Department of Gastroenterology & Hepatology, Mech‐SenseClinical Institute, Aalborg University HospitalAalborgDenmark
- Steno Diabetes Center North DenmarkClinical Institute, Aalborg University HospitalAalborgDenmark
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Louw A, Riera-Gilley V. Pain Neuroscience Education: Teaching People About Pain. J Pain Palliat Care Pharmacother 2024:1-10. [PMID: 39526886 DOI: 10.1080/15360288.2024.2424853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 10/17/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024]
Abstract
Chronic pain is an ever-increasing global challenge, and few strategies have been shown to significantly alter this trajectory, and a pure pharmaceutical approach, especially opioids, is not the answer. To truly impact a person with chronic pain's life, current best-evidence supports changing their cognitions (how they think about their pain), moving more, and calming the peripheral and central nervous system, including non-pharmacological strategies. All healthcare providers, however, must use a unified strategy regardless of their professional designation, skillset, and clinical setting. One variable that spans all patient interactions is communication. All healthcare providers talk to patients, be it during informal, casual conversation or during specific medical education tied to diagnosis, prognosis, treatment, reassurance, and more. Current evidence supports teaching patients more about their pain experience, called pain neuroscience education (PNE), which has significant clinical benefits. Any provider may offer PNE, from physicians, pharmacists, therapists, psychologists, nurses, etc. Pain neuroscience education is shown to positively influence self-reported pain, disability, fear-avoidance, pain catastrophizing, movement, and healthcare utilization in patients with chronic pain. This commentary aims to introduce all healthcare providers to PNE, and how, along with non-pharmacological treatments (PNE+) have the ability to positively impact people's lives living with chronic pain.
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Affiliation(s)
- Adriaan Louw
- Director of Pain Science, Evidence in Motion, Story City, IA, USA
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Cui H, Sun F, Yu N, Cao Y, Wang X, Zhang D, Chen Z, Wang N, Yuan B, Liu P, Duan W, Qiu W, Yin X, Ma C. TLR2/NF-κB signaling in macrophage/microglia mediated COVID-pain induced by SARS-CoV-2 envelope protein. iScience 2024; 27:111027. [PMID: 39435149 PMCID: PMC11493200 DOI: 10.1016/j.isci.2024.111027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/26/2024] [Accepted: 09/20/2024] [Indexed: 10/23/2024] Open
Abstract
Pain has become a major symptom of long COVID-19 without effective therapy. Apart from viral infection pathological process, SARS-CoV-2 membranal proteins (envelope [S2E], spike [S2S] and membrane [S2M]) also present pro-inflammatory feature independently. Here, we aim to uncover the neuroinflammatory mechanism of COVID-pain induced by SARS-CoV-2 membranal proteins. We detected the three proteins in both peripheral sensory ganglions and spinal dorsal horn of COVID-19 donors. After intradermal and intrathecal injection, only S2E triggered pain behaviors, accompanied with upregulated-phosphorylation nuclear factor kappa B (NF-κB), which was significantly attenuated by minocycline in mice. We further identified Toll-like receptor 2 (TLR2) among TLRs as the target of S2E to evoke inflammatory responses leading to COVID-pain. This study identified the nociceptive effect of S2E through directly interacting with macrophage/microglia TLR2 and inducing the following NF-κB inflammatory storm. Clearing away S2E and inhibiting macrophage/microglia TLR2 served as perspective therapeutic strategies for COVID-19 pain.
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Affiliation(s)
- Huan Cui
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Fengrun Sun
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Ning Yu
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Yan Cao
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Xue Wang
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Di Zhang
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Zhen Chen
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Naili Wang
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Bo Yuan
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Penghao Liu
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Laboratory of Spinal Cord Injury and Functional Reconstruction, China International Neuroscience Institute (CHINA-INI), Beijing, China
| | - Wanru Duan
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Laboratory of Spinal Cord Injury and Functional Reconstruction, China International Neuroscience Institute (CHINA-INI), Beijing, China
| | - Wenying Qiu
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Xiangsha Yin
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Chao Ma
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
- Chinese Institute for Brain Research, Beijing 102206, China
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Gevers-Montoro C, Liew BXW, Deldar Z, Conesa-Buendia FM, Ortega-De Mues A, Falla D, Khatibi A. A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown. Sci Rep 2023; 13:4399. [PMID: 36928233 PMCID: PMC10019800 DOI: 10.1038/s41598-023-31054-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 03/06/2023] [Indexed: 03/18/2023] Open
Abstract
Psychological stress, social isolation, physical inactivity, and reduced access to care during lockdowns throughout a pandemic negatively impact pain and function. In the context of the first COVID-19 lockdown in Spain, we aimed to investigate how different biopsychosocial factors influence chiropractic patients' pain-related outcomes and vice-versa. A total of 648 chiropractic patients completed online questionnaires including variables from the following categories: demographics, pain outcomes, pain beliefs, impact of the COVID-19 pandemic, stress/anxiety and self-efficacy. Twenty-eight variables were considered in a cross-sectional network analysis to examine bidirectional associations between biopsychosocial factors and pain outcomes. Subgroup analyses were conducted to estimate differences according to gender and symptom duration. The greatest associations were observed between pain duration and pain evolution during lockdown. Participants' age, pain symptoms' evolution during lockdown, and generalized anxiety were the variables with the strongest influence over the whole network. Negative emotions evoked by the pandemic were indirectly associated with pain outcomes, possibly via pain catastrophizing. The network structure of patients reporting acute pain showed important differences when compared to patients with chronic pain. These findings will contribute to identify which factors explain the deleterious effects of both the pandemic and the restrictions on patients living with pain.
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Affiliation(s)
- Carlos Gevers-Montoro
- Madrid College of Chiropractic - RCU María Cristina, Paseo de los Alamillos 2, 28200, San Lorenzo de El Escorial, Madrid, Spain
| | - Bernard X W Liew
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester, Essex, UK
| | - Zoha Deldar
- Psychology Department, McGill University, Montréal, QC, Canada
| | | | - Arantxa Ortega-De Mues
- Madrid College of Chiropractic - RCU María Cristina, Paseo de los Alamillos 2, 28200, San Lorenzo de El Escorial, Madrid, Spain
| | - Deborah Falla
- Centre of Precision Rehabilitation for Spinal Pain, School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, UK
| | - Ali Khatibi
- Centre of Precision Rehabilitation for Spinal Pain, School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, UK.
- Centre for Human Brain Health, University of Birmingham, Birmingham, UK.
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Yates E, Buckley L, Sterling M, Cruwys T, Ashton-James CE, Rankin R, Elphinston RA. Interest in Digital Peer-Delivered Interventions and Preferences to Improve Pain Self-Efficacy and Reduce Loneliness amongst Patients with Chronic Pain: A Mixed Methods Co-Design Study (Preprint). JMIR Form Res 2022; 7:e41211. [PMID: 37058351 PMCID: PMC10148220 DOI: 10.2196/41211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 12/21/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Two important factors that prolong and exacerbate chronic noncancer pain (CNCP) and disability are low pain self-efficacy and loneliness. Yet, few interventions have shown long-term sustained improvements in pain self-efficacy, and there are no evidence-based treatments that target social connectedness in people living with CNCP. More effective and accessible interventions designed to target self-efficacy and social connectedness could ease the burden of CNCP. OBJECTIVE To co-design accessible interventions to increase pain self-efficacy, social connection, pain-related outcomes, and quality of life, this study explored patients' interest and preferences for digital peer-delivered interventions for CNCP as well as implementation barriers and enablers. METHODS This cross-sectional mixed methods study was part of a larger longitudinal cohort study. Adult Australian residents (N=186) with CNCP diagnosed by a medical professional or pain specialist were included. Participants were initially recruited through advertising on professional pain social media accounts and websites. Questions examined whether patients were interested in digital peer-delivered interventions and their preferences for specific features (eg, Newsfeed). Pain self-efficacy and loneliness were assessed using validated questionnaires, and the association between these factors and interest in digital peer-delivered support was explored. Open-ended questions explored implementation barriers, enablers, and suggestions for consideration in intervention design. RESULTS There was interest in accessing digital peer-delivered interventions, with almost half of the sample indicating that they would access it if it was available. Those who indicated an interest in digital peer interventions reported both lower pain self-efficacy and greater loneliness than those who were not interested. Intervention content that incorporated education, links to health services and resources, and delivery of support by peer coaches were the most frequently preferred intervention features. Three potential benefits were identified: shared experience, social connection, and shared pain management solutions. Five potential barriers were identified: negative focus on pain, judgment, lack of engagement, negative impact on mental health, privacy and security concerns, and unmet personal preferences. Finally, there were 8 suggestions from participants: moderation of the group, interest subgroups, professional-led activities, psychological strategies, links to professional pain resources, newsletter, motivational content, live streaming, and online meetups. CONCLUSIONS Digital peer-delivered interventions were of particular interest to those with CNCP who had lower levels of pain self-efficacy and higher levels of loneliness. Future co-design work could tailor digital peer-delivered interventions to these unmet needs. Intervention preferences and implementation barriers and enablers identified in this study could guide further co-design and the development of such interventions.
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Affiliation(s)
- Eloise Yates
- RECOVER Injury Research Centre, The University of Queensland, Brisbane, Australia
- Australian Pain Management Association, Brisbane, Australia
| | - Lisa Buckley
- School of Public Health, The University of Queensland, Brisbane, Australia
| | - Michele Sterling
- RECOVER Injury Research Centre, The University of Queensland, Brisbane, Australia
- National Health and Medical Research Council Centre for Research Excellence in Road Traffic Injury Recovery, The University of Queensland, Brisbane, Australia
| | - Tegan Cruwys
- Research School of Psychology, The Australian National University, Canberra, Australia
| | | | - Renee Rankin
- Australian Pain Management Association, Brisbane, Australia
| | - Rachel A Elphinston
- RECOVER Injury Research Centre, The University of Queensland, Brisbane, Australia
- National Health and Medical Research Council Centre for Research Excellence in Road Traffic Injury Recovery, The University of Queensland, Brisbane, Australia
- Metro South Addiction and Mental Health Service, Metro South Health Hospital and Health Service, Brisbane, Australia
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