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McNaughton DT, Roseen EJ, Downie A, Jenkins H, Øverås CK, Young JJ, Fink HA, Stone KL, Cawthon P, Hartvigsen J. Stressful life events and low back pain in older men: A cross-sectional and prospective analysis using data from the MrOS study. Eur J Pain 2024; 28:263-272. [PMID: 37632158 PMCID: PMC10841215 DOI: 10.1002/ejp.2174] [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: 05/12/2023] [Revised: 07/17/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND Stressful life events, such as loss of a partner, loss of a pet or financial problems, are more common with increasing age and may impact the experience of pain. The aim of the current study is to determine the cross-sectional and prospective association between stressful life events and low back pain reporting in the Osteoporotic Fracture in Men Study, a cohort of older men aged ≥65 years. METHODS At a study visit (March 2005-May 2006), 5149 men reported whether they had experienced a stressful life event or low back pain in the prior 12 months. Following that visit, data on low back pain patients were gathered through triannual questionnaires every 4 months for 1 year. Multivariable logistic regression analyses estimated the association of stressful life events with recent past low back pain or future low back pain. RESULTS N = 2930, (57%) men reported at least one stressful life event. The presence of a stressful life event was associated with greater odds of any low back pain (OR = 1.42 [1.26-1.59]) and activity-limiting low back pain (OR = 1.74 [1.50-2.01]) in the same period and of any low back pain (OR = 1.56 [1.39-1.74]) and frequent low back pain (OR = 1.80 [1.55-2.08]) in the following year. CONCLUSION In this cohort of men, the presence of stressful life events increased the likelihood of reporting past and future low back pain. SIGNIFICANCE Stressful life events such as accident or illness to a partner are common in later life and may impact the experience of pain. We present cross-sectional and prospective data highlighting a consistent association between stressful life events and low back pain in older men. Further, there is evidence to suggest that this relationship is upregulated by an individual's living situation. This information may be used to strengthen a biopsychosocial perspective of an individual's pain experience.
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Affiliation(s)
- David T McNaughton
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Eric J Roseen
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedision School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Aron Downie
- Department of Chiropractic, Macquarie University, Sydney, Australia
| | - Hazel Jenkins
- Department of Chiropractic, Macquarie University, Sydney, Australia
| | - Cecilie K Øverås
- Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Center for Muscle and Joint Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Justin J Young
- Center for Muscle and Joint Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Canada
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, Veterans Affairs Health Care System, Minneapolis, Minnesota, USA
| | - Katie L Stone
- Research Institute, San Francisco, California, USA
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Peggy Cawthon
- Research Institute, San Francisco, California, USA
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Jan Hartvigsen
- Center for Muscle and Joint Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
- Chiropractic Knowledge Hub, Odense, Denmark
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Morton L, de Bruin M, Macfarlane GJ. Illness perceptions and illness behaviours in back pain: A cross-sectional cluster analysis. Eur J Pain 2021; 25:1948-1958. [PMID: 34048144 DOI: 10.1002/ejp.1813] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Individuals' perceptions of back pain may shape what they do in response to manage their pain, for example, self-care, medication and seeking healthcare. Illness perceptions encompass a variety of beliefs such as how long pain is expected to last and whether treatments are perceived to control pain. Whether these beliefs meaningfully cluster and whether these clusters are associated with how people manage their back pain are currently unknown. METHODS 1,343 individuals with back pain from a general population sample completed the brief Illness Perceptions Questionnaire and measures about their pain and illness behaviours. Using a two-stage cluster analysis, we identified four distinct clusters of individuals. Logistic regression was used to investigate relationships between cluster membership and illness behaviours. RESULTS After adjustment for socio-demographic characteristics, pain severity, interference and duration, relative to a low threat illness perception cluster, a high threat cluster was more likely to have contacted a general practitioner (OR: 3.03, 95% CI: 1.75, 5.23) and a moderate threat-high treatment control cluster was more likely to have consulted a physical therapist (OR: 2.21, 95% CI: 1.26, 3.87). Both the moderate threat-high treatment control cluster and high threat cluster were also less likely to have reported self-care (OR: 0.64, 95% CI: 0.43, 0.95; OR: 0.53, 95% CI: 0.34, 0.83, respectively). CONCLUSIONS The cluster analysis provided a meaningful classification of individuals based on their cognitive illness perceptions of their back pain, as these clusters were associated with different illness behaviours. Interventions which modify clusters of illness perceptions may be effective in influencing how individuals respond to back pain. SIGNIFICANCE Within a general population setting, we identified four clearly distinct groups of people based on the perceptions they held about their back pain. These groupings seemed to reflect meaningful characterisations as they differed based on the characteristics of their pain (e.g., severity and duration) and, after adjustment for these characteristics, were associated with different ways of managing pain. Interventions which focus on targeting the sets of illness perceptions that people hold may be effective in influencing how individuals manage back pain.
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Affiliation(s)
- LaKrista Morton
- Epidemiology Group, University of Aberdeen, Aberdeen, UK
- Aberdeen Centre for Arthritis and Musculoskeletal Health, University of Aberdeen, Aberdeen, UK
- Versus Arthritis/MRC Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, UK
| | - Marijn de Bruin
- Radboud Institute of Applied Health Sciences, IQ Healthcare, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Gary J Macfarlane
- Epidemiology Group, University of Aberdeen, Aberdeen, UK
- Aberdeen Centre for Arthritis and Musculoskeletal Health, University of Aberdeen, Aberdeen, UK
- Versus Arthritis/MRC Centre for Musculoskeletal Health and Work, University of Southampton, Southampton, UK
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Cuesta-Vargas AI, Neblett R, Nijs J, Chiarotto A, Kregel J, van Wilgen CP, Pitance L, Knezevic A, Gatchel RJ, Mayer TG, Viti C, Roldan-Jiménez C, Testa M, Caumo W, Jeremic-Knezevic M, Nishigami T, Feliu-Soler A, Pérez-Aranda A, Luciano JV. Establishing Central Sensitization-Related Symptom Severity Subgroups: A Multicountry Study Using the Central Sensitization Inventory. PAIN MEDICINE 2021; 21:2430-2440. [PMID: 33118603 DOI: 10.1093/pm/pnaa210] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVES The goal of this study was to identify central sensitization-related symptom severity subgroups in a large multicountry sample composed of patients with chronic pain and pain-free individuals using the Central Sensitization Inventory (CSI). METHODS A large, pooled international (N = 8 countries) sample of chronic pain patients plus healthy subjects (total N = 2,620) was randomly divided into two subsamples for cross-validation purposes. First, a hierarchical cluster analysis (HCA) was performed using CSI item-level data as clustering variables (test sample; N = 1,312). Second, a latent profile analysis (LPA) was conducted to confirm the optimal number of CSI clusters (validation sample; N = 1,308). Finally, to promote implementation in real-world clinical practice, we built a free online Central Sensitization Inventory Symptom Severity Calculator. RESULTS In both HCA (N = 1,219 valid cases) and LPA (N = 1,245 valid cases) analyses, a three-cluster and three-profile solution, respectively, emerged as the most statistically optimal and clinically meaningful. Clusters were labeled as follows: (i) Low Level of CS-Related Symptom Severity, (ii) Medium Level of CS-Related Symptom Severity, and (iii) High Level of CS-Related Symptom Severity. CONCLUSIONS Our results indicated that a three-cluster solution clearly captured the heterogeneity of the CSI data. The calculator might provide an efficient way of classifying subjects into the cluster groups. Future studies should analyze the extent to which the CSI cluster classification correlates with other patient-reported and objective signs and symptoms of CS in patients with chronic pain, their associations with clinical outcomes, health-related costs, biomarkers, (etc.), and responsiveness to treatment.
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Affiliation(s)
- Antonio I Cuesta-Vargas
- Department of Physiotherapy of the Faculty of Health Science at the, University of Malaga, (IBIMA), Malaga, Spain.,Faculty of Health at the Queensland University of Technology, Brisbane, Australia
| | | | - Jo Nijs
- Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Pain in Motion International Research Group, Vrije Universiteit Brussel, Brussels, Belgium.,Department of Physical Medicine and Physiotherapy, University Hospital Brussels, Brussels, Belgium
| | - Alessandro Chiarotto
- Department of Health Sciences, Amsterdam Movement Sciences Research Institute, VU University, Amsterdam, the Netherlands.,Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Jeroen Kregel
- Department of Rehabilitation Sciences and Physiotherapy, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.,Pain in Motion International Research Group, Vrije Universiteit, Brussels, Belgium
| | - C Paul van Wilgen
- Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Pain in Motion International Research Group, Vrije Universiteit Brussel, Brussels, Belgium.,Department of Physical Medicine and Physiotherapy, University Hospital Brussels, Brussels, Belgium.,Transcare, Transdisciplinary Pain Center, the Netherlands
| | - Laurent Pitance
- Neuro Musculoskeletal Lab, Institute of Clinical Research (IREC), Université Catholique de Louvain, Brussels, Belgium.,Department of Oral and Maxillofacial Surgery, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Aleksandar Knezevic
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia.,Medical Rehabilitation Clinic, Clinical Centre of Vojvodina, Novi Sad, Serbia
| | - Robert J Gatchel
- Pain in Motion International Research Group, Vrije Universiteit, Brussels, Belgium.,Department of Psychology, College of Science, University of Texas, Arlington, Texas, USA
| | - Tom G Mayer
- Department of Orthopedic Surgery, University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, USA
| | - Carlotta Viti
- FACEit, Italian Association of Integrated Therapy for Cervico-Cranio-Facial Pain and Dysfunction, Barlassina, Italy.,Department of Biomedical Sciences, University of Padova, Padova, Italy.,Studio Fisioterapico Viti, Bologna, Italy
| | - Cristina Roldan-Jiménez
- Department of Physiotherapy of the Faculty of Health Science at the, University of Malaga, (IBIMA), Malaga, Spain
| | - Marco Testa
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genova, Campus of Savona, Savona, Italy
| | - Wolnei Caumo
- Post-Graduate Program in Medical Sciences, School of Medicine, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Pain and Palliative Care Service at Hospital de Clínicas de Porto Alegre (HCPA), Laboratory of Pain and Neuromodulation at UFRGS, Porto Alegre, Brazil.,Pain and Anesthesia in Surgery Department, School of Medicine, UFRGS, Porto Alegre, Brazil
| | | | - Tomohiko Nishigami
- Department of Physical Therapy, Faculty of Health and Welfare, Prefectural University of Hiroshima, Hiroshima, Japan
| | - Albert Feliu-Soler
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.,Teaching, Research & Innovation Unit, Parc Sanitari Sant Joan de Déu, St. Boi de Llobregat, Spain
| | - Adrián Pérez-Aranda
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.,Teaching, Research & Innovation Unit, Parc Sanitari Sant Joan de Déu, St. Boi de Llobregat, Spain
| | - Juan V Luciano
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.,Teaching, Research & Innovation Unit, Parc Sanitari Sant Joan de Déu, St. Boi de Llobregat, Spain
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Hashim MM, Edgeworth DM, Saunders JA, Harmon DC. Patient's perceptions of physical examination in the setting of chronic pain. Ir J Med Sci 2020; 190:313-316. [PMID: 32451763 DOI: 10.1007/s11845-020-02250-2] [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: 01/03/2020] [Accepted: 05/04/2020] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Despite its clinical utility, progressive reliance on imaging technology can lead to devaluing the physical examination in patients with chronic pain. The primary objective of this study was to determine whether chronic pain patients have a positive or negative perception of the physical examination. METHODS After institutional ethics committee approval, 120 adult patients as a convenience sample who attended a chronic pain clinic were included. Participants completed a 10-item survey regarding their overall perception of the physical examination. Kruskal-Wallis and Mann-Whitney U test analyses were conducted to explore associations between test items and patient ages, gender, employment, pain diagnosis, and duration of pain. All cross-tabulations of categorical variables were analyzed using Fisher's exact test for associations. RESULTS The majority of participants were male (51%), aged 50-70 (44%). The most common pain diagnosis was back pain (62%). Most patients (77%) indicated that the overall experience of being examined was highly positive. Patients believe in the value of the physical examination as a diagnostic tool (97%). Patients believe in the relational value of the physical examination (92%). Age, gender, employment, pain diagnosis, and duration of pain were not associated with a more positive perception of the physical examination. CONCLUSION Patients with chronic pain indicate that the physical examination is a highly positive aspect of their care. There are some negative aspects of been examined which physicians should be aware of. This study adds to our knowledge regarding the physical exam in chronic pain patients. It will inform practice and training.
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Affiliation(s)
- Mohamed M Hashim
- Graduate Entry Medical School, University of Limerick, Limerick, Ireland
| | | | | | - Dominic C Harmon
- Graduate Entry Medical School, University of Limerick, Limerick, Ireland. .,Department of Anesthesia and Pain Medicine, Limerick University Hospital, Dooradoyle, Limerick, Ireland.
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