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Skoric J, Lomanowska AM, Janmohamed T, Lumsden-Ruegg H, Katz J, Clarke H, Rahman QA. Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach. JMIR Med Inform 2025; 13:e67178. [PMID: 40153542 PMCID: PMC11970568 DOI: 10.2196/67178] [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: 10/09/2024] [Revised: 02/06/2025] [Accepted: 02/17/2025] [Indexed: 03/30/2025] Open
Abstract
Background Chronic pain is a complex condition that affects more than a quarter of people worldwide. The development and progression of chronic pain are unique to each individual due to the contribution of interacting biological, psychological, and social factors. The subjective nature of the experience of chronic pain can make its clinical assessment and prognosis challenging. Personalized digital health apps, such as Manage My Pain (MMP), are popular pain self-tracking tools that can also be leveraged by clinicians to support patients. Recent advances in machine learning technologies open an opportunity to use data collected in pain apps to make predictions about a patient's prognosis. Objective This study applies machine learning methods using real-world user data from the MMP app to predict clinically significant improvements in pain-related outcomes among patients at the Toronto General Hospital Transitional Pain Service. Methods Information entered into the MMP app by 160 Transitional Pain Service patients over a 1-month period, including profile information, pain records, daily reflections, and clinical questionnaire responses, was used to extract 245 relevant variables, referred to as features, for use in a machine learning model. The machine learning model was developed using logistic regression with recursive feature elimination to predict clinically significant improvements in pain-related pain interference, assessed by the PROMIS Pain Interference 8a v1.0 questionnaire. The model was tuned and the important features were selected using the 10-fold cross-validation method. Leave-one-out cross-validation was used to test the model's performance. Results The model predicted patient improvement in pain interference with 79% accuracy and an area under the receiver operating characteristic curve of 0.82. It showed balanced class accuracies between improved and nonimproved patients, with a sensitivity of 0.76 and a specificity of 0.82. Feature importance analysis indicated that all MMP app data, not just clinical questionnaire responses, were key to classifying patient improvement. Conclusions This study demonstrates that data from a digital health app can be integrated with clinical questionnaire responses in a machine learning model to effectively predict which chronic pain patients will show clinically significant improvement. The findings emphasize the potential of machine learning methods in real-world clinical settings to improve personalized treatment plans and patient outcomes.
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Affiliation(s)
- James Skoric
- Department of Electrical and Computer Engineering, McGill University, Montreal, QC, Canada
- ManagingLife, Toronto, ON, Canada
| | - Anna M Lomanowska
- Transitional Pain Service, Department of Anesthesia and Pain Management, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | | | | | - Joel Katz
- Transitional Pain Service, Department of Anesthesia and Pain Management, Toronto General Hospital, University Health Network, Toronto, ON, Canada
- Department of Psychology, York University, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada
| | - Hance Clarke
- Transitional Pain Service, Department of Anesthesia and Pain Management, Toronto General Hospital, University Health Network, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada
| | - Quazi Abidur Rahman
- Department of Computer Science, Trent University, 1600 West Bank Drive, Peterborough, ON, K9L 0G2, Canada, 1 (705) 748-1011 ext 7854
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Ekholm O, Herling SF, Lykke C, Skurtveit S, Hamina A, Sjøgren P, Kurita GP. Monitoring Chronic Non-Cancer Pain in Denmark Over Two Decades: Prevalence, Mental Health and Loneliness. Eur J Pain 2025; 29:e4776. [PMID: 39727168 DOI: 10.1002/ejp.4776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 12/06/2024] [Accepted: 12/12/2024] [Indexed: 12/28/2024]
Abstract
BACKGROUND Epidemiological surveys have monitored chronic non-cancer pain (CNCP) and investigated associated factors in Denmark for more than 20 years. This study aimed to analyse CNCP prevalence in the Danish population from 2000 to 2023 and its associations with mental health status and loneliness. METHODS Population-based surveys were conducted between 2000 and 2023. In all waves, residents aged ≥ 16 years were randomly selected to complete a self-administered questionnaire. Samples included 10,089 respondents in 2000, 5292 in 2005, 14,330 in 2010, 13,429 in 2013, 13,050 in 2017, 10,384 in 2021 and 9303 in 2023. CNCP was defined as pain lasting ≥ 6 months. Mental status was assessed by Mental Component Summary score of Short Form-12 and severe loneliness by the Three-Item Loneliness Scale. Calibration weighting was applied to reduce potential non-response bias. RESULTS The prevalence of CNCP increased steadily by 9.4 percentage points from 2000 (19.5%) to 2023 (28.9%), but with a downward tick during the COVID-19 pandemic in 2021 (25.3%). Women aged 45 years or older had the highest prevalence in all waves. Results showed a worsening of mental health over time in both individuals with and without CNCP; however, the lowest scores were reported by individuals with CNCP. Severe loneliness seemed to be a substantial problem in individuals with CNCP (17.3% in 2021). CONCLUSIONS In summary, CNCP was highly prevalent over the given period and associated with mental health status and severe loneliness in recent years. SIGNIFICANCE This study demonstrated alarming trend on chronic non-cancer pain prevalence over time in Denmark. The high estimates of prevalence and related issues, such as mental health and severe loneliness deserve further investigation and prioritisation in the public health agenda.
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Affiliation(s)
- Ola Ekholm
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Suzanne Forsyth Herling
- Neuroscience Centre, Rigshospitalet-Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Camilla Lykke
- Department of Oncology and Palliative Care, North Zealand Hospital, Hillerød, Denmark
- Section of Palliative Medicine, Department of Oncology, Rigshospitalet-Copenhagen University Hospital, Copenhagen, Denmark
| | - Svetlana Skurtveit
- Department of Chronic Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | | | - Per Sjøgren
- Section of Palliative Medicine, Department of Oncology, Rigshospitalet-Copenhagen University Hospital, Copenhagen, Denmark
| | - Geana Paula Kurita
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Section of Palliative Medicine, Department of Oncology, Rigshospitalet-Copenhagen University Hospital, Copenhagen, Denmark
- Multidisciplinary Pain Centre, Pain and Palliative Care Research Group, Department of Anaesthesiology, Pain and Respiratory Support, Rigshospitalet-Copenhagen University Hospital, Copenhagen, Denmark
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Talukdar JR, Zeraatkar D, Thomas A, Busse JW. An exploration of the increasing prevalence of chronic pain among Canadian veterans: Life After Service Studies 2016 and 2019. Can J Pain 2025; 9:2443631. [PMID: 39896960 PMCID: PMC11784647 DOI: 10.1080/24740527.2024.2443631] [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: 07/11/2024] [Revised: 12/11/2024] [Accepted: 12/13/2024] [Indexed: 02/04/2025]
Abstract
Background The Life After Service Study (LASS) suggests that the absolute prevalence of chronic pain among Canadian veterans, defined as pain lasting 3 months or longer, increased by 10% from 2016 to 2019. Aims We explored the association of year of survey administration, sociodemographic characteristics, military service, and health-related factors with the prevalence of chronic pain among Canadian veterans. Methods We analyzed 2016 and 2019 LASS data and built a multivariable regression model to explore factors associated with chronic pain. Measures of association are reported as adjusted odds ratios (ORs) and absolute risk increases (ARIs). Results The 2016 LASS (73% response rate; 3002 of 4121) reported a 41.4% prevalence of chronic pain, and the 2019 LASS (72% response rate; 2630 of 3671) reported a 51.5% prevalence of chronic pain among Canadian veterans. Respondents who completed the 2019 LASS were more likely to endorse an anxiety or related disorder, mood disorder, probable posttraumatic stress disorder, and traumatic brain injury. In our adjusted regression model, year of survey administration was not associated with chronic pain (OR = 1.08, P = 0.8); however, we found large associations with obesity class 1 (body mass index [BMI] = 30.0-34.9; OR = 3.66; 95% confidence interval [CI] 1.46-9.17; ARI 27%), obesity class 2 (BMI = 35.0-39.9; OR = 8.10; 95% CI 1.67-39.3; ARI 47%), mood disorder (OR = 3.20; 95% CI 1.49-6.88; ARI 24%), and an anxiety or related disorder (OR = 4.53; 95% CI 1.28-16.0; ARI 33%). Conclusions The increase in chronic pain among Canadian veterans from 2016 to 2019 appears confounded by increased comorbidities associated with chronic pain among responders in 2019.
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Affiliation(s)
- Jhalok Ronjan Talukdar
- Department of Anesthesia, McMaster University, Hamilton, Ontario, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Dena Zeraatkar
- Department of Anesthesia, McMaster University, Hamilton, Ontario, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Andrew Thomas
- Canadian Armed Forces Health Services Centre, Edmonton, Alberta, Canada
| | - Jason W. Busse
- Department of Anesthesia, McMaster University, Hamilton, Ontario, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Michael G DeGroote National Pain Centre, McMaster University, Hamilton, Ontario, Canada
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Peoples J, Tanner JJ, Bartley EJ, Domenico LH, Gonzalez CE, Cardoso JS, Lopez-Quintero C, Losin EAR, Staud R, Goodin BR, Fillingim RB, Terry EL. Association of neighborhood-level disadvantage beyond individual sociodemographic factors in patients with or at risk of knee osteoarthritis. BMC Musculoskelet Disord 2024; 25:887. [PMID: 39511529 PMCID: PMC11542459 DOI: 10.1186/s12891-024-08007-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 10/29/2024] [Indexed: 11/15/2024] Open
Abstract
OBJECTIVE Lower socioeconomic status (SES) is a risk factor for poorer pain-related outcomes. Further, the neighborhood environments of disadvantaged communities can create a milieu of increased stress and deprivation that adversely affects pain-related and other health outcomes. Socioenvironmental variables such as the Area Deprivation Index, which ranks neighborhoods based on socioeconomic factors could be used to capture environmental aspects associated with poor pain outcomes. However, it is unclear whether the ADI could be used as a risk assessment tool in addition to individual-level SES. METHODS The current study investigated whether neighborhood-level disadvantage impacts knee pain-related outcomes above sociodemographic measures. Participants were 188 community-dwelling adults who self-identified as non-Hispanic Black or non-Hispanic White and reported knee pain. Area Deprivation Index (ADI; measure of neighborhood-level disadvantage) state deciles were derived for each participant. Participants reported educational attainment and annual household income as measures of SES, and completed several measures of pain and function: Short-form McGill Pain Questionnaire, Western Ontario and McMaster Universities Osteoarthritis Index, and Graded Chronic Pain Scale were completed, and movement-evoked pain was assessed following the Short Physical Performance Battery. Hierarchical linear regression analyses were used to assess whether environmental and sociodemographic measures (i.e., ADI 80/20 [80% least disadvantaged and 20% most disadvantaged]; education/income, race) were associated with pain-related clinical outcomes. RESULTS Living in the most deprived neighborhood was associated with poorer clinical knee pain-related outcomes compared to living in less deprived neighborhoods (ps < 0.05). Study site, age, BMI, education, and income explained 11.3-28.5% of the variance across all of the individual pain-related outcomes. However, the ADI accounted for 2.5-4.2% additional variance across multiple pain-related outcomes. CONCLUSION The ADI accounted for a significant amount of variance in pain-related outcomes beyond the control variables including education and income. Further, the effect of ADI was similar to or higher than the effect of age and BMI. While the effect of neighborhood environment was modest, a neighborhood-level socioenvironmental variable like ADI might be used by clinicians and researchers to improve the characterization of patients' risk profile for chronic pain outcomes.
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Affiliation(s)
- Jessica Peoples
- Biobehavioral Nursing Science, University of Florida, Gainesville, FL, USA
| | - Jared J Tanner
- Department of Clinical and Health Psychology, Gainesville, FL, USA
| | - Emily J Bartley
- Pain Research and Intervention Center of Excellence (PRICE), College of Nursing, University of Florida, 1225 Center Drive, PO Box 100197, Gainesville, FL, 32610-0197, USA
- Community Dentistry and Behavioral Science, University of Florida, Gainesville, FL, USA
| | - Lisa H Domenico
- Biobehavioral Nursing Science, University of Florida, Gainesville, FL, USA
| | - Cesar E Gonzalez
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Josue S Cardoso
- Department of Biobehavioral Health, Penn State University, University Park, PA, USA
| | | | | | - Roland Staud
- Department of Medicine, University of Florida, Gainesville, FL, USA
| | - Burel R Goodin
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Roger B Fillingim
- Pain Research and Intervention Center of Excellence (PRICE), College of Nursing, University of Florida, 1225 Center Drive, PO Box 100197, Gainesville, FL, 32610-0197, USA
| | - Ellen L Terry
- Biobehavioral Nursing Science, University of Florida, Gainesville, FL, USA.
- Pain Research and Intervention Center of Excellence (PRICE), College of Nursing, University of Florida, 1225 Center Drive, PO Box 100197, Gainesville, FL, 32610-0197, USA.
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Ruan H, Zajacova A, Zimmer Z, Grol-Prokopczyk H. Does Pain Explain Trends in Disability? An Analysis of Middle-Aged and Older U.S. Adults, 2002-2018. J Gerontol B Psychol Sci Soc Sci 2024; 79:gbae148. [PMID: 39196710 PMCID: PMC11474771 DOI: 10.1093/geronb/gbae148] [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: 02/27/2024] [Indexed: 08/30/2024] Open
Abstract
OBJECTIVES This article investigates the role of pain in disability trends in the United States, within the context of recent unfavorable disability trends and the concurrent rise in pain. METHODS We conducted a 2-part analysis using National Health Interview Survey data from 2002 to 2018 for U.S. adults aged 45-84. First, we assessed how changes in the prevalence of 5 site-specific types of pain (headaches/migraines, joint, low back, neck, and facial/jaw pain) associated with disability trends. Second, we used self-reported causes of disability and examined whether there has been a change in the proportion of individuals who attribute their disability to 1 of 5 chronic or acute painful conditions. RESULTS The 5 site-specific types of pain, individually and collectively, were significantly associated with increases in disability. If site-specific chronic pain had not increased during the study period, the trend for functional limitations would have been 40% lower, and that for activity limitations would have shown a slight decline instead of an increase. Attributions of functional limitations to painful conditions increased by 23% during the 2002-2018 period, representing an additional 9.82 million Americans experiencing pain-attributable disability. Arthritis/rheumatism, back/neck problems, and other musculoskeletal/connective conditions were the primary sources of pain-related disability. DISCUSSION Our research provides the first systematic, national examination of how pain is contributing to disability trends in the United States. The findings have implications for disability reduction policies and shed light on the far-reaching consequences of pain for overall population health.
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Affiliation(s)
- Hangqing Ruan
- Department of Sociology and Criminology, University at Buffalo, State University of New York, Buffalo, New York, USA
| | - Anna Zajacova
- Department of Sociology, University of Western Ontario, London, Ontario, Canada
| | - Zachary Zimmer
- Department of Family Studies and Gerontology, Mount Saint Vincent University, Halifax, Nova Scotia, Canada
- Global Aging and Community, Mount Saint Vincent University, Halifax, Nova Scotia, Canada
| | - Hanna Grol-Prokopczyk
- Department of Sociology and Criminology, University at Buffalo, State University of New York, Buffalo, New York, USA
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Hu YH, Seo DC, Huber L, Shih PC, Lin HC. Chronic Non-cancer Pain and Associated Risks of Incident Mild Cognitive Impairment and Alzheimer's Disease and Related Dementias in Middle-Aged and Older Adults. J Appl Gerontol 2024; 43:1438-1448. [PMID: 38451267 PMCID: PMC11368633 DOI: 10.1177/07334648241237340] [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] [Indexed: 03/08/2024] Open
Abstract
The goal of this study is to investigate the association between chronic non-cancer pain (CNCP) and mild cognitive impairment (MCI)/Alzheimer's disease and related dementias (ADRDs) development among adults aged ≥50 using administrative claims data from a national commercial health insurance company during 2007-2017. To reduce selection bias, propensity-score matching was applied to select comparable CNCP and non-CNCP patients. Time-dependent Cox proportional-hazards regressions were conducted to estimate the hazard ratios (HRs) of incident MCI/ADRDs. Of 170,900 patients with/without CNCP, 0.61% developed MCI and 2.33% had been diagnosed with ADRDs during the follow-up period. Controlling for potential confounders, CNCP patients had a 123% increase in MCI risk (HR = 2.23; 95% CI = 1.92-2.58) and a 44% increase in ADRDs risk (HR = 1.44; 95% CI = 1.34-1.54) relative to non-CNCP patients. CNCP is a risk factor for MCI/ADRDs. Promoting awareness and improving early CNCP diagnosis in middle-aged and older adults should be incorporated into cognitive impairment and dementia prevention.
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Affiliation(s)
- Yi-Han Hu
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, USA
| | - Dong-Chul Seo
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, USA
| | - Lesa Huber
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, USA
| | - Patrick C. Shih
- Department of Informatics, School of Informatics, Computing, and Engineering, Indiana University, Bloomington, USA
| | - Hsien-Chang Lin
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, USA
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Vogel MJ, Jan K, Kazi O, Wright-Chisem J, Nho SJ. The Association of Preoperative Hip Pain Duration With Delayed Achievement of Clinically Significant Outcomes After Hip Arthroscopic Surgery for Femoroacetabular Impingement Syndrome. Am J Sports Med 2024; 52:2565-2573. [PMID: 39097764 DOI: 10.1177/03635465241262336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/05/2024]
Abstract
BACKGROUND Patients with hip pain ≥2 years before hip arthroscopic surgery for femoroacetabular impingement syndrome (FAIS) have been shown to achieve inferior short-term and midterm outcomes compared with patients with a shorter pain duration, although there is limited literature that has evaluated the time to achieve clinically significant outcomes (CSOs) in this population. PURPOSE To compare the time to achieve CSOs after hip arthroscopic surgery for FAIS in patients with and without prolonged hip pain and to identify independent predictors of the delayed achievement of CSOs. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS Patients who underwent primary hip arthroscopic surgery for FAIS between January 2012 and July 2019 with 6-month, 1-year, and 2-year Hip Outcome Score-Activities of Daily Living (HOS-ADL) and Hip Outcome Score-Sports Subscale (HOS-SS) scores were identified. Patients with prolonged hip pain (preoperative duration ≥2 years) were propensity score matched to a control group (preoperative duration <2 years), controlling for age, sex, and body mass index (BMI). The times to achieve the minimal clinically important difference and Patient Acceptable Symptom State were compared between groups using Kaplan-Meier survival analysis. Multivariate Cox regression considering age, sex, BMI, pain duration, activity level, and chondral status was used to identify independent predictors of the delayed achievement of CSOs. RESULTS A total of 179 patients with prolonged hip pain were matched to 179 control patients (mean pain duration, 60.5 ± 51.2 vs 9.7 ± 5.1 months, respectively; P < .001) of a similar age, sex, and BMI (P≥ .488) with similar baseline HOS-ADL and HOS-SS scores (P≥ .971). The prolonged hip pain group showed delayed achievement of the minimal clinically important difference and Patient Acceptable Symptom State for both the HOS-ADL and HOS-SS on Kaplan-Meier analysis (P≤ .020). On multivariate Cox regression, hip pain duration ≥2 years was shown to be an independent predictor of the delayed achievement of CSOs, with hazard ratios ranging from 1.32 to 1.65 (P≤ .029). Additional independent predictors of the delayed achievement of CSOs included increasing age, increasing BMI, female sex, self-endorsed weekly participation in physical activity, and high-grade chondral defects (hazard ratio range, 1.01-4.89; P≤ .045). CONCLUSION Findings from this study demonstrate that preoperative hip pain duration ≥2 years was an independent predictor of the delayed achievement of CSOs after primary hip arthroscopic surgery for FAIS.
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Affiliation(s)
- Michael J Vogel
- Section of Young Adult Hip Surgery, Division of Sports Medicine, Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, USA
| | - Kyleen Jan
- Section of Young Adult Hip Surgery, Division of Sports Medicine, Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, USA
| | - Omair Kazi
- Section of Young Adult Hip Surgery, Division of Sports Medicine, Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, USA
| | - Joshua Wright-Chisem
- Section of Young Adult Hip Surgery, Division of Sports Medicine, Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, USA
| | - Shane J Nho
- Section of Young Adult Hip Surgery, Division of Sports Medicine, Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, USA
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Zimmer Z, Sun F, Duynisveld A. Are We Adding Pain-Free Years to Life? A Test of Compression Versus Expansion of Morbidity. J Gerontol A Biol Sci Med Sci 2024; 79:glae157. [PMID: 38878282 PMCID: PMC11253204 DOI: 10.1093/gerona/glae157] [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: 12/29/2023] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND There has been debate regarding whether increases in longevity result in longer and healthier lives or more disease and suffering. To address the issue, this study uses health expectancy methods and tests an expansion versus compression of morbidity with respect to pain. METHODS Data are from 1993 to 2018 Health and Retirement Study. Pain is categorized as no pain, nonlimiting, and limiting pain. Multistate life tables examine 77 996 wave-to-wave transitions across pain states or death using the Stochastic Population Analysis for Complex Events program. Results are presented as expected absolute and relative years of life for 70-, 80-, and 90-year-old men and women. Confidence intervals assess significance of differences over time. Population- and status-based results are presented. RESULTS For those 70 and 80 years old, relative and absolute life with nonlimiting and limiting pain increased substantially for men and women, and despite variability on a wave-to-wave basis, results generally confirm an expanding pain morbidity trend. Results do not vary by baseline status, indicating those already in pain are just as likely to experience expansion of morbidity as those pain-free at baseline. Results are different for 90-year-olds who have not experienced expanding pain morbidity and do not show an increase in life expectancy. CONCLUSIONS Findings are consistent with extant literature indicating increasing pain prevalence among older Americans and portend a need for attention to pain-coping resources, therapies, and prevention strategies.
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Affiliation(s)
- Zachary Zimmer
- Department of Family Studies & Gerontology and The Global Aging Research Initiative, Mount Saint Vincent University, Halifax, Nova Scotia, Canada
| | - Feinuo Sun
- Department of Kinesiology, University of Texas at Arlington, Arlington, Texas, USA
| | - Amber Duynisveld
- Department of Family Studies & Gerontology and The Global Aging Research Initiative, Mount Saint Vincent University, Halifax, Nova Scotia, Canada
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Kennedy E, Manhapra A, Miles SR, Martindale S, Rowland J, Mobasher H, Myers M, Panahi S, Walker WC, Pugh MJ. The Impact of Non-Pain Factors on Pain Interference Among U.S. Service Members and Veterans with Symptoms of Mild Traumatic Brain Injury. J Neurotrauma 2024. [PMID: 38907690 DOI: 10.1089/neu.2024.0126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/24/2024] Open
Abstract
U.S. Service members and Veterans (SM/V) experience elevated rates of traumatic brain injury (TBI), chronic pain, and other non-pain symptoms. However, the role of non-pain factors on pain interference levels remains unclear among SM/Vs, particularly those with a history of TBI. The primary objective of this study was to identify factors that differentiate high/low pain interference, given equivalent pain intensity among U.S. SM/V participating in the ongoing Long-term Impact of Military-relevant Brain Injury Consortium-Chronic Effects of Neurotrauma Consortium (LIMBIC-CENC) national multi-center prospective longitudinal observational study. An explainable machine learning was used to identify key predictors of pain interference conditioned on equivalent pain intensity. The final sample consisted of n = 1,577 SM/Vs who were predominantly male (87%), and 83.6% had a history of mild TBI(s) (mTBI), while 16.4% were TBI negative controls. The sample was categorized according to pain interference level (Low: 19.9%, Moderate: 52.5%, and High: 27.6%). Both pain intensity scores and pain interference scores increased with the number of mTBIs (p < 0.001), and there was evidence of a dose response between the number of injuries and pain scores. Machine learning models identified fatigue and anxiety as the most important predictors of pain interference, whereas emotional control was protective. Partial dependence plots identified that marginal effects of fatigue and anxiety were associated with pain interference (p < 0.001), but the marginal effect of mTBI was not significant in models considering all variables (p > 0.05). Non-pain factors are associated with functional limitations and disability experience among SM/V with an mTBI history. The functional effects of pain may be mediated through multiple other factors. Pain is a multi-dimensional experience that may benefit most from holistic treatment approaches that target comorbidities and build supports that promote recovery.
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Affiliation(s)
- Eamonn Kennedy
- Informatics, Decision-Enhancement and Analytic Sciences Center, Virginia Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Ajay Manhapra
- Hampton VA Medical Center, Hampton, Virginia, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - Shannon R Miles
- Mental Health and Behavioral Sciences Service, James A. Haley Veterans' Affairs Hospital, Tampa, Florida, USA
- Department of Psychiatry & Behavioral Neurosciences, Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | - Sarah Martindale
- Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Research and Academic Affairs Service Line, W.G. (Bill) Hefner VA Healthcare System, Salisbury, North Carolina, USA
- Department of Physiology & Pharmacology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Jared Rowland
- Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Research and Academic Affairs Service Line, W.G. (Bill) Hefner VA Healthcare System, Salisbury, North Carolina, USA
- Department of Neurobiology & Anatomy, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Helal Mobasher
- Informatics, Decision-Enhancement and Analytic Sciences Center, Virginia Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Madeleine Myers
- Informatics, Decision-Enhancement and Analytic Sciences Center, Virginia Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Samin Panahi
- Informatics, Decision-Enhancement and Analytic Sciences Center, Virginia Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - William C Walker
- PM & R Service, Richmond Veterans Affairs Medical Center (VAMC), Richmond, Virginia, USA
- Department of Physical Medicine and Rehabilitation (PM&R), Virginia Commonwealth University, Richmond, Virginia, USA
| | - Mary Jo Pugh
- Informatics, Decision-Enhancement and Analytic Sciences Center, Virginia Salt Lake City Health Care System, Salt Lake City, Utah, USA
- Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah, USA
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10
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Lumley S, Yu D, Wilkie R, Jordan KP, Peat G. Chronic pain-mental health comorbidity and excess prevalence of health risk behaviours: a cross-sectional study. Prim Health Care Res Dev 2024; 25:e15. [PMID: 38587013 PMCID: PMC11022513 DOI: 10.1017/s1463423624000070] [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: 03/11/2022] [Revised: 09/21/2022] [Accepted: 11/24/2022] [Indexed: 04/09/2024] Open
Abstract
BACKGROUND Chronic musculoskeletal pain and anxiety/depression are significant public health problems. We hypothesised that adults with both conditions constitute a group at especially high risk of future cardiovascular health outcomes. AIM To determine whether having comorbid chronic musculoskeletal pain and anxiety/depression is associated with the excess prevalence of selected known cardiovascular health risk behaviours. METHOD A cross-sectional survey of adults aged 35+ years randomly sampled from 26 GP practice registers in West Midlands, England. Respondents were classified into four groups based on self-reported presence/absence of chronic musculoskeletal pain (pain present on most days for six months) and anxiety or depression (Hospital Anxiety and Depression Score 11+). Standardised binomial models were used to estimate standardised prevalence ratios and prevalence differences between the four groups in self-reported obesity, tobacco smoking, physical inactivity, and unhealthy alcohol consumption after controlling for age, sex, ethnicity, deprivation, employment status and educational attainment. The excess prevalence of each risk factor in the group with chronic musculoskeletal pain-anxiety/depression comorbidity was estimated. FINDINGS Totally, 14 519 respondents were included, of whom 1329 (9%) reported comorbid chronic musculoskeletal pain-anxiety/depression, 3612 (25%) chronic musculoskeletal pain only, 964 (7%) anxiety or depression only, and 8614 (59%) neither. Those with comorbid chronic musculoskeletal pain-anxiety/depression had the highest crude prevalence of obesity (41%), smoking (16%) and physical inactivity (83%) but the lowest for unhealthy alcohol consumption (18%). After controlling for covariates, the standardised prevalence ratios and differences for the comorbid group compared with those with neither chronic musculoskeletal pain nor anxiety/depression were as follows: current smoking [1.86 (95% CI 1.58, 2.18); 6.8%], obesity [1.93 (1.76, 2.10); 18.9%], physical inactivity [1.21 (1.17, 1.24); 14.3%] and unhealthy alcohol consumption [0.81 (0.71, 0.92); -5.0%]. The standardised prevalences of smoking and obesity in the comorbid group exceeded those expected from simple additive interaction.
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Affiliation(s)
- Sophie Lumley
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, Staffordshire, UK
| | - Dahai Yu
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, Staffordshire, UK
| | - Ross Wilkie
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, Staffordshire, UK
| | - Kelvin P. Jordan
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, Staffordshire, UK
| | - George Peat
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, Staffordshire, UK
- Centre for Applied Health & Social Care Research (CARe), Sheffield Hallam University, Sheffield, South Yorkshire, UK
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11
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Valenzuela B. Landau model for illustrating the learning and unlearning process of nociplastic pain. FRONTIERS IN PAIN RESEARCH 2024; 5:1307532. [PMID: 38444432 PMCID: PMC10913031 DOI: 10.3389/fpain.2024.1307532] [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: 10/25/2023] [Accepted: 01/30/2024] [Indexed: 03/07/2024] Open
Abstract
Recent advancements in understanding the consolidation of nociplastic pain point to a complex, non-conscious learned process of threat perception. Neurobiological pain education is emerging as a promising approach to unlearn nociplastic pain, supported by biopsychosocial tools such as exposure to movement, mindfulness, and group sharing formats. However, this approach is still not well-known among clinicians and the society at large, creating a communication problem that unfortunately perpetuates the suffering of patients. Herein, we propose a Landau model to describe the learning and unlearning process of nociplastic pain, aiming to clarify this complex situation and facilitate communication across different sectors of the society. Nociplastic pain corresponds to a first-order transition, with attention more likely in the alert-protection state than in the trust-explore state. Two appealing results of the model are that the perception of the critical context depends on personal history regarding the symptom and that biopsychosocial loops are formed when there is alarming learned historical information about the symptom, along with confused and contradictory expert information, as seen in nocebo messages. Learning and unlearning in the model correspond to a chang in control parametrs that can weigh more on the alert-protection state, trust-explore state, uncertain state or neutral state. This description clarifies why neurobiological education is the foundational therapy from which others must be built to embody the accessible, clear, and trustworthy information.
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Affiliation(s)
- Belén Valenzuela
- Department of Theory and Simulation of Materials, Instituto de Ciencia de Materiales de Madrid, ICMM-CSIC, Madrid, Spain
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12
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Leppien EE, Pauling EE, Smith E, Wisniewski B, Carpenter A, Schwier NC. Pain management considerations in patients living with both pain syndromes and cardiovascular diseases and disorders. Pharmacotherapy 2024; 44:184-196. [PMID: 38049207 DOI: 10.1002/phar.2897] [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: 06/30/2023] [Revised: 09/25/2023] [Accepted: 09/26/2023] [Indexed: 12/06/2023]
Abstract
Concomitant pain syndromes and cardiovascular disease (CVD) and disorders are associated with significant morbidity, impaired quality of life, and neuropsychiatric disorders. There is an interplay between the mechanisms of pathophysiology of both CVD and pain syndromes. Patients with CVD (and/or disorders) as well as pain syndromes have an increased propensity for drug-drug/disease interactions. Therefore, an understanding of how to use pharmacotherapy to treat pain syndromes, in the context of patients who have diagnoses of CVD and/or disorders, is paramount to patients' success in achieving adequate pain control and appropriately managing CVD and/or disorders, all while decreasing the risk of adverse events (AEs) both from pharmacotherapy to treat pain and CVD (and/or disorders). Based on the appraisal of literature and authors' clinical expertise, it was determined that gabapentinoids, opioids, skeletal muscle relaxants, tricyclic antidepressants, clonidine, serotonin norepinephrine-reuptake inhibitors, dronabinol, carbamazepine, second-generation antipsychotics, non-steroidal anti-inflammatory drugs, aspirin, corticosteroids, and topical anesthetics have the most evidence for use in patients with CVD and/or disorders. However, the literature surrounding the use of pharmacotherapy for pain management is limited to retrospective studies and there is a lack of well-designed, prospective, randomized trials; this also includes head-to-head comparator studies. Unlike many CVD-related pharmacotherapy studies, data studying pain management in patients with CVD lacks standardized outcomes that are consistent among the pool of data. Overall, the decision to prescribe specific pain management therapies in patients with CVD and/or disorders should include assessment of pain severity, type of pain, drug-drug/disease interactions, adjuvant therapies required, and the risk or presence of AEs.
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Affiliation(s)
- Emily E Leppien
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Erin E Pauling
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Eric Smith
- School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Brady Wisniewski
- School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Abigayle Carpenter
- School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
| | - Nicholas C Schwier
- Office of Experiential Education & Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Johnson City, New York, USA
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13
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Filzmoser N, Webber I, Kerr G, Alaa A, El Asmar MI, Karki M, Riboli-Sasco E, El-Osta A. Exploring the link between self-management of migraine and emotional wellbeing: a cross-sectional study of community-dwelling migraine sufferers. BMC Neurol 2024; 24:47. [PMID: 38279088 PMCID: PMC10821553 DOI: 10.1186/s12883-024-03535-0] [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: 03/29/2023] [Accepted: 01/12/2024] [Indexed: 01/28/2024] Open
Abstract
BACKGROUND Globally, an estimated 14% of adults live with migraine disease which impacts their physical, emotional and social wellbeing. To target the disease comprehensively, research recommends a multidisciplinary approach to migraine management. Yet, at present, migraine management primarily centers around pharmaceutical treatments. The aim of this study was to investigate the extent to which emotional awareness could influence the uptake of self-care behaviours of community-dwelling adults with migraine. METHODS A cross-sectional online survey explored personal experiences with migraine disease and strategies or behaviours to manage migraine attacks. Chi-squared tests were used to investigate differences in ratings of migraine prevention and management strategies between users and non-users of the strategies. Univariable logistic regressions were used to assess the effectiveness of self-care behaviours to manage or prevent migraine attacks. RESULTS We surveyed 170 community-dwelling adults with migraine in the United Kingdom, Austria, Germany and the United States. Most (85%) respondents had experienced migraine for over five years, where 42% of attacks usually lasted several days. Whereas we did not differentiate between diagnosis by a neurologist or self-diagnosis, the most common diagnoses in the cohort were migraine without aura (38.9%) and migraine with aura (29%). Staying hydrated was the most popular preventative strategy (87%), 70.2% used prescription medication and 64.9% changed their diet and/or supplements. Almost all ( 92.4%) respondents stated that their mood or emotions could trigger their migraine attacks. Keeping a headache or mood diary was the lowest-rated prevention strategy and was rated as "probably ineffective" or causing "no change" in preventing migraine attacks. Over a third (39.7%) kept track of their physical wellbeing and symptoms. Reasons stated for tracking symptoms included to identify triggers (65.8%), show reports to a healthcare professional (59.6%), understand when they must take medication (48.1%), track improvements (67.3%) or deteriorations (67.3%). CONCLUSIONS Migraine management is dominated by pharmaceutical management for acute pain attacks and lifestyle changes for managing migraine long-term. Perception of the effectiveness of those techniques is high, whereas perception of interventions that target the emotional or psychological components of chronic pain management (keeping a mood diary, and mental health support) is mixed. There exists a gap between the recommended biopsychosocial approach and the current state of migraine management.
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Affiliation(s)
- Nicola Filzmoser
- Department of Primary Care & Public Health, Self-Care Academic Research Unit (SCARU) Imperial College London, Charing Cross Hospital, London, W6 8RF, UK.
| | - Iman Webber
- Department of Primary Care & Public Health, Self-Care Academic Research Unit (SCARU) Imperial College London, Charing Cross Hospital, London, W6 8RF, UK
| | - Gabriele Kerr
- Department of Primary Care & Public Health, Self-Care Academic Research Unit (SCARU) Imperial College London, Charing Cross Hospital, London, W6 8RF, UK
| | - Aos Alaa
- Department of Primary Care & Public Health, Self-Care Academic Research Unit (SCARU) Imperial College London, Charing Cross Hospital, London, W6 8RF, UK
| | - Marie Iine El Asmar
- Department of Primary Care & Public Health, Self-Care Academic Research Unit (SCARU) Imperial College London, Charing Cross Hospital, London, W6 8RF, UK
| | - Manisha Karki
- Department of Primary Care & Public Health, Self-Care Academic Research Unit (SCARU) Imperial College London, Charing Cross Hospital, London, W6 8RF, UK
| | - Eva Riboli-Sasco
- Department of Primary Care & Public Health, Self-Care Academic Research Unit (SCARU) Imperial College London, Charing Cross Hospital, London, W6 8RF, UK
| | - Austen El-Osta
- Department of Primary Care & Public Health, Self-Care Academic Research Unit (SCARU) Imperial College London, Charing Cross Hospital, London, W6 8RF, UK
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14
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Oloruntoba O, Bergeron CD, Zhong L, Merianos AL, Sherman LD, Kew CL, Goidel RK, Smith ML. Pharmacological Prescribing and Satisfaction with Pain Treatment Among Non-Hispanic Black Men with Chronic Pain. Patient Prefer Adherence 2024; 18:187-195. [PMID: 38264322 PMCID: PMC10804868 DOI: 10.2147/ppa.s435652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 12/15/2023] [Indexed: 01/25/2024] Open
Abstract
Introduction Pharmacological strategies are often central to chronic pain management; however, pain treatment among non-Hispanic Black men may differ because of their disease profiles and healthcare interactions. However, less is known about pain medication prescribing and patients' satisfaction with pain treatment and management among non-Hispanic Black men with self-reported chronic pain. Purpose This study assessed factors associated with non-Hispanic Black men being prescribed/recommended narcotics/opioids for chronic pain and their satisfaction with pain treatment/management. Methods Data were analyzed from 286 non-Hispanic Black men with chronic pain who completed an internet-delivered questionnaire. Participants were recruited nationwide using a Qualtrics web-based panel. Logistic regression was used to identify factors associated with being prescribed/recommended narcotics/opioids for pain management treatment. Then, ordinary least squares regression was used to identify factors associated with their satisfaction level with the pain treatment/management received. Results On average, participants were 56.2 years old and 48.3% were prescribed/recommended narcotics/opioids for chronic pain. Men with more chronic conditions (Odds Ratio [OR] = 0.57, P = 0.043) and depression/anxiety disorders (OR = 0.53, P = 0.029) were less likely to be prescribed/recommended narcotics/opioids. Men who were more educated (OR = 2.09, P = 0.044), reported more frequent chronic pain (OR = 1.28, P = 0.007), and were allowed to participate more in decisions about their pain treatment/management (OR = 1.11, P = 0.029) were more likely to be prescribed/recommended narcotics/opioids. On average, men with more frequent chronic pain (B = -0.25, P = 0.015) and pain problems (B = -0.16, P = 0.009) were less satisfied with their pain treatment/management. Men who were allowed to participate more in decisions about their pain treatment/management reported higher satisfaction with their pain treatment/management (B = 0.55, P < 0.001). Conclusion Playing an active role in pain management can improve non-Hispanic Black men's satisfaction with pain treatment/management. This study illustrates the importance of patient-centered approaches and inclusive patient-provider interactions to improve chronic pain management.
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Affiliation(s)
- Oluyomi Oloruntoba
- Department of Environmental and Occupational Health, School of Public Health, Texas A&M University, College Station, TX, USA
| | | | - Lixian Zhong
- Department of Pharmaceutical Sciences, Rangel School of Pharmacy, Texas A&M University, College Station, TX, USA
| | - Ashley L Merianos
- School of Human Services, University of Cincinnati, Cincinnati, OH, USA
| | - Ledric D Sherman
- Department of Health Behavior, School of Public Health, Texas A&M University, College Station, TX, USA
- Center for Health Equity and Evaluation Research, Texas A&M University, College Station, TX, USA
| | - Chung Lin Kew
- Department of Health Behavior, School of Public Health, Texas A&M University, College Station, TX, USA
| | - R Kirby Goidel
- Public Policy Research Institute, Texas A&M University, College Station, TX, USA
| | - Matthew Lee Smith
- Department of Health Behavior, School of Public Health, Texas A&M University, College Station, TX, USA
- Center for Health Equity and Evaluation Research, Texas A&M University, College Station, TX, USA
- Center for Community Health and Aging, Texas A&M University, College Station, TX, USA
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15
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Waardenburg S, de Meij N, van Kuijk SMJ, Van Zundert J, Brouwer BA. Expectations of treatment outcome in complex cases of patients with chronic pain: A study on the DATAPAIN cohort. Pain Pract 2024; 24:8-17. [PMID: 37477420 DOI: 10.1111/papr.13274] [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: 06/07/2022] [Revised: 06/21/2023] [Accepted: 06/29/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND A better insight in how the biopsychosocial factors influence patient outcome(s) may provide information that helps selecting the optimal pain management for a specific group. METHODS Categorization was made in the prospective DATAPAIN registry, in which patients with pain severity (Numeric Rating Scale [NRS]: 7-10), depression or anxiety (Hospital Anxiety and Depression Scale: > 10), and pain catastrophizing (Pain Catastrophizing Scale: > 31) were identified as complex cases. Patient outcomes; treatment satisfaction on the Patient Global Impression of Change (PGIC), pain relief (NRS), pain interference on the Brief Pain Inventory (BPI) and quality of life indicator General Perceived Health (GPH) were evaluated. Logistic regression analyzed if belonging to the complex cases showed modification in the outcome of the PGIC and GPH. Linear regression was observed if complex cases differed in average reduction in pain relief and interference compared to non-complex cases. RESULTS 1637 patients were included, of which 345 (21.08%) were considered complex cases. The changes in scores of pain relief and BPI active subscale were not significantly different between groups. The BPI affective subscale had a different change in score (-0.509; p: 0.002). The complex cases had an odds ratio (OR) of 0.59 (95% confidence interval [CI]: 0.36-0.77) on treatment satisfaction compared to non-complex cases, and an OR of 0.28 (95% CI: 0.11-0.56) on the GPH. CONCLUSION When treating patients with complex cases, desired treatment outcome(s) should be recognized by specialists and patients, as these may be less likely to occur.
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Affiliation(s)
- Sophie Waardenburg
- Department of Anesthesiology and Pain Management, Maastricht University Medical Centre MUMC+, Maastricht, The Netherlands
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre MUMC+, Maastricht, The Netherlands
| | - Nelleke de Meij
- Department of Anesthesiology and Pain Management, Maastricht University Medical Centre MUMC+, Maastricht, The Netherlands
| | - Sander M J van Kuijk
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre MUMC+, Maastricht, The Netherlands
| | - Jan Van Zundert
- Department of Anesthesiology and Pain Management, Maastricht University Medical Centre MUMC+, Maastricht, The Netherlands
- Department of Anesthesiology and Multidisciplinary Pain Centre, Ziekenhuis Oost Limburg, Genk/Lanaken, Belgium
| | - Brigitte A Brouwer
- Department of Anesthesiology and Pain Management, Maastricht University Medical Centre MUMC+, Maastricht, The Netherlands
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16
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Wickrama KAS. Later-Life Functionality in Married Women: The Mediating Role of Self-Perpetuating BMI and Pain Trajectories. J Aging Health 2024; 36:56-66. [PMID: 37114837 DOI: 10.1177/08982643231171739] [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] [Indexed: 04/29/2023]
Abstract
The current study investigated how pain and BMI trajectories mediate the influence of family stress (1991-1994) on later-life impaired functionality (2017) in women. The study used prospective data from 244 mid-older rural Midwest Caucasian women who were in long-term marriages over a span of 27 years. Within the structural equation framework, the analytical model used latent constructs of family stress and trajectories of pain and BMI to predict later-life functionality. BMI and pain trajectories mutually influenced each other in forming a self-perpetuating cycle over time in mid-older women. Further, midlife family stress shaped BMI and pain trajectories, and these trajectories had consequences for later-life functionality, as defined by three kinds of impairments: physical, cognitive (subjective memory), and social (loneliness). The findings emphasize the need for policies and interventions that focus on reducing women's stressful family circumstances in middle years to weaken and redirect their association with BMI and pain trajectories.
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Affiliation(s)
- Kandauda A S Wickrama
- Department of Human Development and Family Science, The University of Georgia, Athens, GA, USA
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17
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Kvarstein G, Kindlundh-Högberg AM, Ould Setti M, Namane R, Muzwidzwa R, Richter H, Hakkarainen KM. An observational post-authorization safety study (PASS) of naloxegol drug utilization in four European countries. Pharmacoepidemiol Drug Saf 2024; 33:e5710. [PMID: 37969030 DOI: 10.1002/pds.5710] [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: 03/24/2023] [Revised: 09/01/2023] [Accepted: 09/22/2023] [Indexed: 11/17/2023]
Abstract
PURPOSE Naloxegol has been shown to be an efficient alternative to treat opioid-induced constipation (OIC). This study aimed at describing the characteristics of naloxegol users and assessing patterns of naloxegol use and associated factors. METHODS This drug utilization cohort study used observational registry data on patients newly prescribed naloxegol in four European countries. Patient characteristics and patterns of naloxegol use and associated factors were described. RESULTS A total of 17 254 naloxegol users were identified across the countries. Their median age was 56-71 years, and each country had a majority of women (ranging 57.5%-62.9%). Multiple comorbidities, including cancer, were common. Natural opium alkaloids and osmotically acting laxatives (excluding saline) were the most frequently used opioids and laxatives. Overall prior use of opioids ranged from 91.9% to 99.6% and overall prior use of laxatives ranged from 69.9% to 92.4%. Up to 77.7% had prior use of medications with interaction potential, and up to 44.5% used them concurrently with naloxegol. Naloxegol was discontinued by 55.1%-90.9% of users, typically during the first 30 days. Approximately 10%-30% switched to or augmented the treatment with another constipation medication or restarted naloxegol after discontinuation. Augmentation with another constipation medication was relatively common, suggesting that naloxegol was used for multifactorial constipation. CONCLUSION The present study reflects real-world clinical use of naloxegol, including in vulnerable patient groups. Some naloxegol users lacked laxative or regular opioid use within six months before index date or used naloxegol concomitantly with medications presenting an interaction potential.
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Affiliation(s)
- Gunnvald Kvarstein
- Institute for Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Department of Pain Management and Research, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
| | | | - Mounir Ould Setti
- Global Database Studies, Real World Solutions, IQVIA, Espoo, Finland
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Rafik Namane
- Kyowa Kirin International plc, Galabank Business Park, Galashiels, UK
| | | | - Hartmut Richter
- Epidemiology, Real World Solutions, IQVIA, Frankfurt/Main, Germany
| | - Katja M Hakkarainen
- Global Database Studies, Real World Solutions, IQVIA, Mölndal, Sweden
- Epidemiology & Real-World Science, RWE Scientific Affairs, Parexel International, Gothenburg, Sweden
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18
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Nielsen SS, Skou ST, Larsen AE, Polianskis R, Arendt-Nielsen L, Østergaard AS, Kjær-Staal Petersen K, Vægter HB, Søndergaard J, Christensen JR. Changes in pain, daily occupations, lifestyle, and health following an occupational therapy lifestyle intervention: a secondary analysis from a feasibility study in patients with chronic high-impact pain. Scand J Pain 2024; 24:sjpain-2023-0043. [PMID: 38037749 DOI: 10.1515/sjpain-2023-0043] [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: 03/30/2023] [Accepted: 11/15/2023] [Indexed: 12/02/2023]
Abstract
OBJECTIVES This study explored changes in pain-related parameters, occupational function, occupational balance, lifestyle factors, and self-perceived health status in adults with chronic high-impact pain participating in an occupational therapy lifestyle intervention. METHODS This one-group longitudinal feasibility study was performed in three continuous feasibility rounds. The occupational therapists-led intervention targeted meaningful occupations, regular physical activity, and a healthy diet. The intervention contained individual and group sessions and was added to the standard multidisciplinary chronic pain treatment. Outpatients (n=40, 85 % females, 46.6 ± 10.9 years old) participated in the study between April 2019 and December 2021. The analysis includes data for 31 participants. Analysis of pre-post changes assessed after each feasibility round were performed for the outcomes: pain intensity, pain sensitivity and pain modulation (pressure pain threshold and tolerance, temporal summation of pain and conditioned pain modulation), pain self-efficacy, pain catastrophizing, motor and process skills, occupational balance, daily wake-time movement, daily walking steps, body mass index, waist circumference, blood pressure, and self-perceived health status. RESULTS Improvements in motor skills (assessment of motor and process skills score=0.20 (1.37; 1.57), 95 % CI 0.01; 0.38) and temporal summation of pain (-1.19 (2.86; -1.67), 95 % CI -2.16; -0.22), but a decrease in pain tolerance (-7.110 (54.42; 47.32), 95 % CI -13.99; -0.22) were observed. Correlation analysis suggested moderate-to-very strong statistically significant relationships in several outcomes related to pain, health, pain coping, occupational balance, occupational functioning, body anthropometrics, and pain sensitivity. CONCLUSIONS This study suggested that the lifestyle intervention would benefit motor skills while effects on other outcomes were unclear in adults with chronic pain. To confirm the findings, a randomized trial evaluating effectiveness is needed. Ethical committee number: SJ-307 Reg. Clinicaltrials.gov: NCT03903900.
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Affiliation(s)
- Svetlana Solgaard Nielsen
- Research Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Naestved, Slagelse & Ringsted Hospitals, Slagelse, Denmark
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Søren T Skou
- Research Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Naestved, Slagelse & Ringsted Hospitals, Slagelse, Denmark
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Anette Enemark Larsen
- Department of Therapy and Midwifery Studies, Faculty of Health Sciences, University College Copenhagen, Copenhagen, Denmark
| | - Romanas Polianskis
- Multidisciplinary Pain Centre, Department of Anesthesiology, Naestved Hospital, Naestved, Denmark
| | - Lars Arendt-Nielsen
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University Hospital, Aalborg, Denmark
| | - Anne Skov Østergaard
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | | | - Henrik Bjarke Vægter
- Pain Research Group/Pain Centre, Department of Anesthesiology and Intensive Care Medicine, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Jens Søndergaard
- Research Unit of General Practice, Department of Public Health, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Jeanette Reffstrup Christensen
- Research Unit of General Practice, Department of Public Health, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
- User Perspectives, Department of Public Health, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
- Research Unit of General Practice, Department of Public Health, Faculty of Health Sciences, Aarhus University, Aarhus, Denmark
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19
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Kevas Y, Kaveeshwar S, Pitsenbarger L, Hughes M, Schneider MB, Hahn A, Honig EL, Pensy RA, Langhammer CG, Henn RF. Preoperative Factors Associated With Worse PROMIS Pain Interference 2 Years After Hand and Wrist Surgery. Hand (N Y) 2023:15589447231218301. [PMID: 38156464 DOI: 10.1177/15589447231218301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2023]
Abstract
BACKGROUND The purpose of this study was to identify preoperative factors associated with worse postoperative Patient-Reported Outcomes Measurement Information System (PROMIS) pain interference (PI) scores 2 years after hand and wrist surgery. We hypothesized that older age, more comorbidities, increased substance use, and lower socioeconomic status would correlate with worse 2-year PROMIS PI scores. METHODS This study was a retrospective review of prospectively acquired data on 253 patients. Surveys were administered within 1 week of surgery and 2 years postoperatively. Bivariate and multivariable analyses were conducted to identify significant predictors of worse 2-year PROMIS PI scores and change in PROMIS PI scores. RESULTS Older age, higher body mass index, more comorbidities, lower preoperative expectations, more prior surgeries, unemployment, smoking, higher American Society of Anesthesiologists (ASA) score, and multiple other socio-demographic factors were correlated with worse 2-year PROMIS PI scores (P ≤ .018). Similar factors were also correlated with less improvement in 2-year PROMIS PI scores (P ≤ .048). Worse scores on all preoperative patient-reported outcome measures correlated with worse 2-year PROMIS PI scores (P ≤ .007). Multivariable analysis identified smoking history, less frequent alcohol consumption, worse preoperative PROMIS social satisfaction and Numeric Pain Scale whole body scores, and higher ASA scores as independent predictors of worse 2-year PROMIS PI. The same factors in addition to better baseline PROMIS PI were predictive of less improvement in 2-year PROMIS PI. CONCLUSION Numerous preoperative factors were predictive of worse postoperative 2-year PROMIS PI and less improvement in 2-year PROMIS PI for patients undergoing hand and wrist surgery.
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Affiliation(s)
- Yanni Kevas
- University of Maryland School of Medicine, Baltimore, USA
| | | | | | - Meghan Hughes
- University of Maryland School of Medicine, Baltimore, USA
| | | | - Alexander Hahn
- University of Maryland School of Medicine, Baltimore, USA
| | - Evan L Honig
- University of Maryland School of Medicine, Baltimore, USA
| | | | | | - R Frank Henn
- University of Maryland School of Medicine, Baltimore, USA
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Luo S, Yang M, Yang H, Guo Q, Wang Y, Wang E. Association between the Number of Days/Week of Different Levels of Physical Activity and Chronic Pain in People of Different Races: A Mendelian Randomization Study. J Pers Med 2023; 14:50. [PMID: 38248750 PMCID: PMC10821097 DOI: 10.3390/jpm14010050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/22/2023] [Accepted: 12/24/2023] [Indexed: 01/23/2024] Open
Abstract
OBJECTIVE Regular physical activity is beneficial for health, but the effect of the number of days/week of physical activity on chronic pain (CP) remains unclear, so we used a two-sample Mendelian randomization (MR) analysis to explore the relationship between the number of days/weeks of different levels of physical activity and chronic pain in people of different races. METHODS We obtained summary data from genome-wide association studies (GWASs) on the number of days/week of physical activity and multisite chronic pain in European, South Asian, East Asian, Middle Eastern, and African American populations. The single-nucleotide polymorphisms (SNPs) of the exposed data were visualized with a Manhattan plot via the R program. MR analysis was performed by the MR-Base platform. RESULTS The results indicated that a higher number of days/week with ≥10 min of walking protects against CP in African American and Afro-Caribbean populations (inverse-variance weighting, IVW p < 0.05) but has little effect on people of different races (IVW p > 0.05). A higher number of days/week with ≥10 min of moderate physical activity increased the risk of CP in European and South Asia (IVW p < 0.05) but had little effect on people of different races (IVW p > 0.05). The number of days/week of ≥10 min of vigorous physical activity increased the risk of CP in Europeans (IVW p < 0.05) and protected against CP in African Americans and Afro-Caribbeans (IVW p < 0.05). CONCLUSIONS A higher number of days/week of moderate and vigorous physical activity increased the risk of CP in Europeans; however, a higher number of days/week of walking and vigorous physical activity may protect against CP in African American and Afro-Caribbean individuals.
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Affiliation(s)
- Sumei Luo
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha 410008, China; (S.L.); (M.Y.); (H.Y.); (Q.G.)
- Clinical Research Center of Hunan Province for Anesthesia and Perioperative Medicine, Changsha 410008, China
| | - Minjing Yang
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha 410008, China; (S.L.); (M.Y.); (H.Y.); (Q.G.)
- Clinical Research Center of Hunan Province for Anesthesia and Perioperative Medicine, Changsha 410008, China
| | - Haojun Yang
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha 410008, China; (S.L.); (M.Y.); (H.Y.); (Q.G.)
- Clinical Research Center of Hunan Province for Anesthesia and Perioperative Medicine, Changsha 410008, China
| | - Qulian Guo
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha 410008, China; (S.L.); (M.Y.); (H.Y.); (Q.G.)
- Clinical Research Center of Hunan Province for Anesthesia and Perioperative Medicine, Changsha 410008, China
| | - Yunjiao Wang
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha 410008, China; (S.L.); (M.Y.); (H.Y.); (Q.G.)
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China
| | - E Wang
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha 410008, China; (S.L.); (M.Y.); (H.Y.); (Q.G.)
- Clinical Research Center of Hunan Province for Anesthesia and Perioperative Medicine, Changsha 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China
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21
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O'Sullivan DJ, Bearne LM, Harrington JM, McVeigh JG. Can social prescribing put the 'social' into the biopsychosocial management of people with long-term musculoskeletal disorders? Musculoskeletal Care 2023; 21:1341-1352. [PMID: 37639305 DOI: 10.1002/msc.1810] [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: 08/03/2023] [Revised: 08/04/2023] [Accepted: 08/09/2023] [Indexed: 08/29/2023]
Abstract
BACKGROUND Chronic musculoskeletal disorders (MSD) are a significant burden on individuals' quality of life and society and are made more complex by the presence of multimorbidity. It is recommended that interventions targeting MSD be sustainable, equitable and incorporate the biopsychosocial model of care (BPS). AIMS A criticism of the BPS approach is that the social component of this model is not addressed adequately during the management of people with long-term MSD and that a gap exists between theory and implementation. The use of social prescribing (SP) as an intervention to bridge this gap is discussed. RESULTS AND DISCUSSION Social prescribing is a holistic non-medical person-centered approach to well-being that utilizes link workers (LW) to support individuals with long-term conditions (LTC) in the community. Social prescribing referrals are received from primary healthcare practitioners to LW and range from light touch signposting for employment or financial advice to more intensive support for LTC such as obesity, decreased physical activity and mental health needs. CONCLUSION There is evidence to suggest that SP interventions are effective in the management of LTC; however, due to the paucity of high-quality evidence, it is difficult to be conclusive. Large-scale randomised controlled trials are recommended to support the use of SP interventions in the management of LTC.
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Affiliation(s)
- Declan J O'Sullivan
- Discipline of Physiotherapy, School of Clinical Therapies, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Lindsay M Bearne
- Population Health Research Institute, St George's, University of London, London, UK
| | - Janas M Harrington
- School of Public Health, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Joseph G McVeigh
- Discipline of Physiotherapy, School of Clinical Therapies, College of Medicine and Health, University College Cork, Cork, Ireland
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22
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Storm E, Bendelin N, Wessman KB, Johansson MM, Björk M, Dong HJ. Lifestyle changes are burdensome with my body broken by pain and obesity: patients' perspectives after pain rehabilitation. BMC Musculoskelet Disord 2023; 24:840. [PMID: 37880642 PMCID: PMC10599046 DOI: 10.1186/s12891-023-06961-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 10/12/2023] [Indexed: 10/27/2023] Open
Abstract
BACKGROUND Despite the existing evidence regarding the interrelated relationship between pain and obesity, knowledge about patients' perspectives of this relationship is scarce, especially from patients with chronic pain and obesity after completing Interdisciplinary Pain Rehabilitation Program (IPRP). AIMS This qualitative study expands the understanding of patients' perspectives on how chronic pain and obesity influence each other and how the two conditions affect the ability to make lifestyle changes. METHOD A purposive sample of patients with Body Mass Index (BMI) ≥ 30 kg/m2 and who had completed an IPRP were recruited for individual semi-structured interviews. The transcribed interviews were analysed using latent content analysis and a pattern of theme and categories was constructed based on the participants' perspectives. RESULTS Sixteen patients (aged 28-63 years, 11 female, BMI 30-43 kg/m2) shared their experiences of chronic pain, obesity and lifestyle changes after IPRP. The analysis revealed one overall theme (lifestyle changes are burdensome with a body broken by both pain and obesity) and four categories (pain disturbing days and nights worsens weight control, pain-related stress makes lifestyle changes harder, a painful and obese body intertwined with negative emotions and the overlooked impact of obesity on chronic pain). Most participants perceived that their pain negatively impacted their obesity, but they were uncertain whether their obesity negatively impacted their pain. Nevertheless, the participants desired and struggled to make lifestyle changes. CONCLUSION After IPRP, patients with chronic pain and obesity perceived difficulties with self-management and struggles with lifestyle changes. They experienced a combined burden of the two conditions. Their perspective on the unilateral relationship between pain and obesity differed from the existing evidence. Future tailored IPRPs should integrate nutritional interventions and address the knowledge gaps as well.
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Affiliation(s)
- Elin Storm
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Nina Bendelin
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Kim Bergström Wessman
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Maria M Johansson
- Department of Activity and Health in Linköping, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Mathilda Björk
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Huan-Ji Dong
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
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23
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Benebo FO, Lukic M, Jakobsen MD, Braaten TB. Lifestyle risk factors of self-reported fibromyalgia in the Norwegian Women and Cancer (NOWAC) study. BMC Public Health 2023; 23:1967. [PMID: 37821848 PMCID: PMC10566054 DOI: 10.1186/s12889-023-16773-7] [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: 03/15/2023] [Accepted: 09/16/2023] [Indexed: 10/13/2023] Open
Abstract
BACKGROUND While the aetiology of fibromyalgia syndrome (FM) remains unknown, lifestyle factors have been linked to the disorder. However, there are few studies on the association between lifestyle factors and FM, thus we examine the risk of self-reported fibromyalgia given selected lifestyle factors. METHODS We used data from 75,485 participants in the Norwegian Women and Cancer study. Information on FM and the lifestyle factors body mass index (BMI), physical activity level, smoking status/intensity, and alcohol consumption were obtained from baseline and follow-up questionnaires. We used Cox proportional hazards model to calculate hazard ratios (HRs) with 95% confidence intervals (CIs). RESULTS After a median follow-up time of 10 years, we observed 2,248 cases of self-reported fibromyalgia. Overweight (BMI 25-29.9 kg/m2) and obese (BMI ≥ 30 kg/m2) women had a relative risk of 1.34 (95% CI 1.21-1.47) and 1.62 (95% CI 1.41-1.87), respectively, compared to women with normal weight (BMI 18.5-24.9 kg/m2). Very low physical activity level (1-2) was associated with a 31% higher risk of self-reported fibromyalgia (HR 1.31, 95% CI 1.09-1.57) when compared to moderate physical activity level (5-6). There was a strong dose-response relationship between smoking status/intensity and self-reported fibromyalgia (p for trend < 0.001). Compared with moderate alcohol consumption (4.0-10 g/day), the risk of self-reported FM was 72% (HR 1.72; 95% CI 1.45-2.03) higher among teetotallers, and 38% (HR 1.38, 95% CI 1.23-1.54) higher among those with low consumption (0.1-3.9 g/day). CONCLUSIONS Overweight and obesity, very low physical activity level, smoking, and alcohol consumption were associated with an increased risk of self-reported FM.
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Affiliation(s)
- Faith Owunari Benebo
- Department of Community Medicine, UiT The Artic University of Norway, Tromsø, Norway.
| | - Marko Lukic
- Department of Community Medicine, UiT The Artic University of Norway, Tromsø, Norway
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24
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Li S, Brimmers A, van Boekel RL, Vissers KC, Coenen MJ. A systematic review of genome-wide association studies for pain, nociception, neuropathy, and pain treatment responses. Pain 2023; 164:1891-1911. [PMID: 37144689 PMCID: PMC10436363 DOI: 10.1097/j.pain.0000000000002910] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 02/07/2023] [Accepted: 02/10/2023] [Indexed: 05/06/2023]
Abstract
ABSTRACT Pain is the leading cause of disability worldwide, imposing an enormous burden on personal health and society. Pain is a multifactorial and multidimensional problem. Currently, there is (some) evidence that genetic factors could partially explain individual susceptibility to pain and interpersonal differences in pain treatment response. To better understand the underlying genetic mechanisms of pain, we systematically reviewed and summarized genome-wide association studies (GWASes) investigating the associations between genetic variants and pain/pain-related phenotypes in humans. We reviewed 57 full-text articles and identified 30 loci reported in more than 1 study. To check whether genes described in this review are associated with (other) pain phenotypes, we searched 2 pain genetic databases, Human Pain Genetics Database and Mouse Pain Genetics Database. Six GWAS-identified genes/loci were also reported in those databases, mainly involved in neurological functions and inflammation. These findings demonstrate an important contribution of genetic factors to the risk of pain and pain-related phenotypes. However, replication studies with consistent phenotype definitions and sufficient statistical power are required to validate these pain-associated genes further. Our review also highlights the need for bioinformatic tools to elucidate the function of identified genes/loci. We believe that a better understanding of the genetic background of pain will shed light on the underlying biological mechanisms of pain and benefit patients by improving the clinical management of pain.
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Affiliation(s)
- Song Li
- Department of Human Genetics, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, the Netherlands. Coenen is now with the Department of Clinical Chemistry, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Annika Brimmers
- Department of Human Genetics, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, the Netherlands. Coenen is now with the Department of Clinical Chemistry, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Regina L.M. van Boekel
- Department of Anesthesiology, Pain and Palliative Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Kris C.P. Vissers
- Department of Anesthesiology, Pain and Palliative Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Marieke J.H. Coenen
- Department of Human Genetics, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, the Netherlands. Coenen is now with the Department of Clinical Chemistry, Erasmus Medical Center, Rotterdam, the Netherlands
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25
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Lavin A, LeBlanc F, El Helou A. The impact of COVID-19 on chronic pain. FRONTIERS IN PAIN RESEARCH 2023; 4:1234099. [PMID: 37711989 PMCID: PMC10499520 DOI: 10.3389/fpain.2023.1234099] [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: 06/15/2023] [Accepted: 08/04/2023] [Indexed: 09/16/2023] Open
Abstract
A reduced quality of life is often a hefty burden that those with chronic pain are left to bear. This review of literature from PubMed, Google Scholar and other relevant studies focuses on the complex relationship between COVID-19 and chronic pain, which is challenging to study during the COVID-19 pandemic. In this review, we will briefly discuss the epidemiologic facts and risk factors, followed by the proposed pathophysiologic mechanisms. Furthermore, we will cover the therapeutic avenues regarding various molecules and their possible interactions, with the most promising being those whose mechanism of action can be directly linked to the pathophysiologic aspects of the condition. Finally, we will describe how to deal with a chronic pain patient who consults during the pandemic.
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Affiliation(s)
- Abraham Lavin
- Faculty of Medicine, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Félix LeBlanc
- Faculty of Medicine, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Antonios El Helou
- Faculty of Medicine, Université de Sherbrooke, Sherbrooke, QC, Canada
- Division of Neurosurgery, Horizon Health Network, Moncton, NB, Canada
- Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada
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26
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Karimi R, Prego-Domínguez J, Takkouche B. Factors Contributing to the Link between Physical Well-Being and Chronic Pain in Young People from Galicia, Northwest Spain. J Clin Med 2023; 12:4228. [PMID: 37445263 DOI: 10.3390/jcm12134228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/15/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023] Open
Abstract
Introduction: The relation between physical well-being and chronic pain is complex and involves several subjective and objective covariates. We aimed to assess the role of mediator, confounder, or interactor played by covariates, including sleep quality, physical activity, perceived stress, smoking, and alcohol drinking in the relation between physical well-being and chronic pain. Method: We used Poisson regression to obtain incidence rate ratios (IRR) of the association between physical well-being and chronic pain in a cohort study carried out among university students. We applied General Structural Equation Modeling (GSEM) to assess mediation and stratum-specific analyses to distinguish confounding from interaction. We computed Relative Excess Risks due to Interaction (RERI), Attributable Proportion (AP), and the Synergy index (S) to measure additive interaction. Results: High physical well-being is related to a large decrease in the risk of chronic pain (IRRTotal Effect = 0.58; 95% CI: 0.50-0.81). Perceived stress mediates 12.5% of the total effect of physical well-being on chronic pain. The stratum-specific IRRs of current smokers and non-current smokers were different from each other and were larger than the crude IRR (IRR = 1.49; 95% CI: 1.24-1.80), which indicates that smoking could be both confounder and interactor. Interaction analyses showed that physical activity could act as a potential interactor (RERI = 0.25; 95% CI: 0.13, 0.60). Conclusions: Perceived stress is an important mediator of the relation between physical well-being and chronic pain, while smoking is both a confounder and an interactor. Our findings may prove useful in distinguishing high-risk groups from low-risk groups, in the interventions aimed at reducing chronic pain.
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Affiliation(s)
- Roya Karimi
- Department of Preventive Medicine, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Jesús Prego-Domínguez
- Department of Preventive Medicine, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Bahi Takkouche
- Department of Preventive Medicine, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBER-ESP), 28029 Madrid, Spain
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27
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Carlisle C, Polley K, Panda C, Barron K, Hamrock M, Dominique A, Metzger B, Le Brun-Blashka S, Komarnytsky S. Alleviation of Pain, PAIN Interference, and Oxidative Stress by a Novel Combination of Hemp Oil, Calamari Oil, and Broccoli: A Randomized, Double-Blind, Placebo-Controlled Trial. Nutrients 2023; 15:2654. [PMID: 37375558 DOI: 10.3390/nu15122654] [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: 04/28/2023] [Revised: 05/31/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023] Open
Abstract
Chronic pain is a critical health issue in the US that is routinely managed pharmacologically with diminishing results. The widespread misuse and abuse of prescription opioid pain medications have caused both healthcare providers and patients to seek alternative therapeutic options. Several dietary ingredients have been traditionally used for pain relief and are known to have potential analgesic properties. This double-blind, placebo-controlled randomized clinical trial aimed to test whether a novel combination of full spectrum hemp oil (phytocannabinoids), calamari oil (omega-3 fatty acids), and broccoli (glucosinolates) could reduce chronic pain and attenuate damage from oxidative stress in adults seeking chiropractic care. Participants (average age = 54.8 ± 13.6 years old) were randomly assigned to consume a whole-food, multi-ingredient supplement (n = 12, intervention and standard chiropractic care) or placebo (n = 13, mineral oil and standard chiropractic care) daily for 12 weeks. The subjects' self-reported perceived pain, pain interference, and reactive oxygen species (ROS) status in the peripheral blood mononuclear cells (PBMC) were quantified at baseline, mid-checkpoint, and postintervention. The intervention was positively associated with a 52% decrease in pain intensity and several parameters of pain interference, including quality of sleep. Decreases in the markers of oxidative stress were also observed in the participants from the intervention group (29.4% decrease in PMBC ROS). Our findings indicated that supplementation with a novel combination of hemp oil, calamari oil, and broccoli has the potential to manage chronic pain when combined with standard chiropractic care, as suggested by its effects on pain intensity and oxidative stress.
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Affiliation(s)
- Carolina Carlisle
- Nutrition Innovation Center, Standard Process Inc., 150 N Research Campus Drive, Kannapolis, NC 28081, USA
| | - Kristine Polley
- Nutrition Innovation Center, Standard Process Inc., 150 N Research Campus Drive, Kannapolis, NC 28081, USA
| | - Chinmayee Panda
- Nutrition Innovation Center, Standard Process Inc., 150 N Research Campus Drive, Kannapolis, NC 28081, USA
| | - Keri Barron
- Nutrition Innovation Center, Standard Process Inc., 150 N Research Campus Drive, Kannapolis, NC 28081, USA
| | - Meghan Hamrock
- Nutrition Innovation Center, Standard Process Inc., 150 N Research Campus Drive, Kannapolis, NC 28081, USA
| | - Ashley Dominique
- Nutrition Innovation Center, Standard Process Inc., 150 N Research Campus Drive, Kannapolis, NC 28081, USA
| | - Brandon Metzger
- Nutrition Innovation Center, Standard Process Inc., 150 N Research Campus Drive, Kannapolis, NC 28081, USA
| | - Sara Le Brun-Blashka
- Nutrition Innovation Center, Standard Process Inc., 150 N Research Campus Drive, Kannapolis, NC 28081, USA
| | - Slavko Komarnytsky
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC 28081, USA
- Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, 400 Dan Allen Drive, Raleigh, NC 27695, USA
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28
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Westergren J, Sjöberg V, Vixner L, Nyberg RG, Moulaee Conradsson D, Monnier A, LoMartire R, Enthoven P, Äng BO. Acute exercise as active inference in chronic musculoskeletal pain, effects on gait kinematics and muscular activity in patients and healthy participants: a study protocol for a randomised controlled laboratory trial. BMJ Open 2023; 13:e069747. [PMID: 37258077 PMCID: PMC10255138 DOI: 10.1136/bmjopen-2022-069747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 05/17/2023] [Indexed: 06/02/2023] Open
Abstract
INTRODUCTION Chronic musculoskeletal pain is a highly prevalent, complex and distressing condition that may negatively affect all domains of life. In view of an active inference framework, and resting on the concept of allostasis, human movement per se becomes a prerequisite for health and well-being while chronic pain becomes a sign of a system unable to attenuate an allostatic load. Previous studies on different subgroups of chronic pain conditions have demonstrated alterations in gait kinematics and muscle activity, indicating shared disturbances in the motor system from long-term allostatic load. We hypothesise that such alterations exist in heterogenous populations with chronic musculoskeletal pain, and that exposure to acute and controlled exercise may attenuate these alterations. Therefore, the main aim of this study is to investigate the acute effects of exercise on gait kinematics and activity of the back and neck muscles during diverse walking conditions in patients with chronic musculoskeletal pain compared with a reference sample consisting of healthy participants. METHODS AND ANALYSIS This two-sample two-armed parallel randomised controlled laboratory trial will include 40 participants with chronic musculoskeletal pain (>3 months) and 40 healthy participants. Participants will be randomly allocated to either 30 min of aerobic exercise or rest. Primary outcomes are gait kinematics (walking speed, step frequency, stride length, lumbar rotation, gait stability) and muscular activity (spatial and temporal) of the back and neck during diverse walking conditions. Secondary outcomes are variability of gait kinematics and muscle activity and subjective pain ratings assessed regularly during the trial. ETHICS AND DISSEMINATION The study has been approved by the Regional Ethics Review Board in Uppsala, Sweden (#2018/307). Findings will be disseminated via conference presentations, publications in peer-reviewed journals and engagement with patient support groups and clinicians. TRIAL REGISTRATION NUMBER NCT03882333.
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Affiliation(s)
- Jens Westergren
- School of Health and Welfare, Dalarna University, Falun, Sweden
| | | | - Linda Vixner
- School of Health and Welfare, Dalarna University, Falun, Sweden
| | - Roger G Nyberg
- School of Information and Engineering, Dalarna University, Borlänge, Sweden
| | - David Moulaee Conradsson
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Huddinge, Sweden
- Medical unit Occupational therapy & Physiotherapy, Theme Women's Health and Allied Health Professional, Karolinska University Hospital, Stockholm, Sweden
| | - Andreas Monnier
- School of Health and Welfare, Dalarna University, Falun, Sweden
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Huddinge, Sweden
| | - Riccardo LoMartire
- Center for Clinical Research Dalarna, Uppsala University, Region Dalarna, Falun, Sweden
| | - Paul Enthoven
- Department of Health, Medicine and Caring Sciences, Pain and Rehabilitation Centre, Linköping University, Linköping, Sweden
| | - Björn O Äng
- School of Health and Welfare, Dalarna University, Falun, Sweden
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Huddinge, Sweden
- Center for Clinical Research Dalarna, Uppsala University, Region Dalarna, Falun, Sweden
- Regional Board Administration, Region Dalarna, Falun, Sweden
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29
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Şentürk İA, Şentürk E, Üstün I, Gökçedağ A, Yıldırım NP, İçen NK. High-impact chronic pain: evaluation of risk factors and predictors. Korean J Pain 2023; 36:84-97. [PMID: 36581599 PMCID: PMC9812691 DOI: 10.3344/kjp.22357] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/12/2022] [Accepted: 12/16/2022] [Indexed: 12/31/2022] Open
Abstract
Background The concept of high-impact chronic pain (HICP) has been proposed for patients with chronic pain who have significant limitations in work, social life, and personal care. Recognition of HICP and being able to distinguish patients with HICP from other chronic pain patients who do not have life interference allows the necessary measures to be taken in order to restore the physical and emotional functioning of the affected persons. The aim was to reveal the risk factors and predictors associated with HICP. Methods Patients with chronic pain without life interference (grade 1 and 2) and patients with HICP were compared. Significant data were evaluated with regression analysis to reveal the associated risk factors. Receiving operating characteristic (ROC) analysis was used to evaluate predictors and present cutoff scores. Results One thousand and six patients completed the study. From pain related cognitive processes, fear of pain (odds ratio [OR], 0.92; 95% confidence interval [CI], 0.87-0.98; P = 0.007) and helplessness (OR, 1.06; 95% CI, 1.01-1.12; P = 0.018) were found to be risk factors associated with HICP. Predictors of HICP were evaluated by ROC analysis. The highest discrimination value was found for pain intensity (cut-off score > 6.5; 83.8% sensitive; 68.7% specific; area under the curve = 0.823; P < 0.001). Conclusions This is the first study in our geography to evaluate HICP with measurement tools that evaluate all dimensions of pain. Moreover, it is the first study in the literature to evaluate predictors and cut-off scores using ROC analysis for HICP.
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Affiliation(s)
- İlteriş Ahmet Şentürk
- Department of Pain Medicine, Bagcilar Education and Research Hospital, Istanbul, Turkiye
| | - Erman Şentürk
- Department of Psychiatry, Üsküdar University NP Feneryolu Medical Center, Istanbul, Turkiye,Correspondence: Erman Şentürk Department of Psychiatry, Üsküdar University NP Feneryolu Medical Center, Ahmet Mithat Efendi Cad. No:17 (Bağdat Cad. Sahil Yolu Kalamış Mevkii) - 34726 Fenerbahçe – Kadıköy, Istanbul, Turkiye, Tel: +902164181500, Fax: +902164181530, E-mail:
| | - Işıl Üstün
- Department of Physical Medicine and Rehabilitation, Dr. Sadi Konuk Education and Research Hospital, Istanbul, Turkiye
| | - Akın Gökçedağ
- Department of Neurosurgery, Dr. Sadi Konuk Education and Research Hospital, Istanbul, Turkiye
| | - Nilgün Pulur Yıldırım
- Department of Neurology, Bagcilar Education and Research Hospital, Istanbul, Turkiye
| | - Nilüfer Kale İçen
- Department of Neurology, Bagcilar Education and Research Hospital, Istanbul, Turkiye
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Dhar A, Kachroo P, Herve M, Petruschke R. Pain management recommendations during the progression of SARS-CoV-2 infection. Pain Manag 2023; 13:61-69. [PMID: 36515014 DOI: 10.2217/pmt-2022-0043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
COVID-19, an infection caused by SARS-CoV-2, had a devastating impact on people's lives. The pandemic placed a heavy burden on healthcare systems and impacted the care of patients, including those with pain. This narrative review aims to highlight the challenges in managing pain and fever resulting from COVID-19 and pre-existing conditions, and to discuss the role of over the counter analgesics as a key part of the COVID-19 treatment regimen. As most patients with COVID-19 are being managed in the outpatient setting, lifestyle interventions and over the counter analgesics are readily available options to effectively treat pain and fever, which can help to decrease the burden on the healthcare system during the COVID-19 pandemic.
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Affiliation(s)
- Arti Dhar
- Consumer Healthcare R&D, Haleon (formerly GSK Consumer Healthcare), Singapore
| | - Preeti Kachroo
- Consumer Healthcare R&D, Haleon (formerly GSK Consumer Healthcare), Singapore
| | - Maxime Herve
- Consumer Healthcare R&D, Haleon (formerly GSK Consumer Healthcare), Singapore
| | - Richard Petruschke
- US Medical Affairs, Haleon (formerly GSK Consumer Healthcare), Warren, NJ 07059, USA
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The effect of executive function on the development of chronic pain: A prospective longitudinal study. Soc Sci Med 2022; 314:115478. [PMID: 36332531 DOI: 10.1016/j.socscimed.2022.115478] [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: 04/24/2022] [Revised: 10/11/2022] [Accepted: 10/22/2022] [Indexed: 11/06/2022]
Abstract
Increasing evidence suggests a close association between chronic pain and executive function, a set of cognitive processes necessary for goal-directed behaviors. However, there is a dearth of longitudinal studies examining the predictive effect of executive function on the development of chronic pain. Drawing on the cyclical model of executive function and health, we sought to examine how executive function, measured at baseline, may predict chronic pain etiology approximately 9 years later. Using a large-scale dataset of midlife adults (N = 1553) from the MIDUS 2 and 3 (Midlife Development in the United States) studies, we employed multivariate logistic regression to examine the etiology of new chronic pain for individuals who did not have chronic pain at baseline. Further, we also tested whether executive function predicted the degree of pain interference, among individuals with chronic pain. Our results revealed that lower baseline executive function was associated with a significant likelihood of developing chronic pain 9 years later (OR = 0.812, p = .001), even after adjusting for demographics, health, and psychosocial confounds (OR = 0.827, p = .014). However, executive function failed to robustly predict the etiology and degree of chronic pain interference. Our findings underscore the critical role of executive function on the development of chronic pain.
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Zhang C, Gao R, Zhou R, Chen H, Liu C, Zhu T, Chen C. The emerging power and promise of non-coding RNAs in chronic pain. Front Mol Neurosci 2022; 15:1037929. [PMID: 36407760 PMCID: PMC9668864 DOI: 10.3389/fnmol.2022.1037929] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 10/07/2022] [Indexed: 08/26/2023] Open
Abstract
Chronic pain (CP) is an unpleasant sensory and emotional experience associated with, or resembling that associated with, actual or potential tissue damage lasting longer than 3 months. CP is the main reason why people seek medical care and exerts an enormous economic burden. Genome-wide expression analysis has revealed that diverse essential genetic elements are altered in CP patients. Although many possible mechanisms of CP have been revealed, we are still unable to meet all the analgesic needs of patients. In recent years, non-coding RNAs (ncRNAs) have been shown to play essential roles in peripheral neuropathy and axon regeneration, which is associated with CP occurrence and development. Multiple key ncRNAs have been identified in animal models of CP, such as microRNA-30c-5p, ciRS-7, and lncRNA MRAK009713. This review highlights different kinds of ncRNAs in the regulation of CP, which provides a more comprehensive understanding of the pathogenesis of the disease. It mainly focuses on the contributions of miRNAs, circRNAs, and lncRNAs to CP, specifically peripheral neuropathic pain (NP), diabetic NP, central NP associated with spinal cord injury, complex regional pain syndrome, inflammatory pain, and cancer-induced pain. In addition, we summarize some potential ncRNAs as novel biomarkers for CP and its complications. With an in-depth understanding of the mechanism of CP, ncRNAs may provide novel insight into CP and could become new therapeutic targets in the future.
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Affiliation(s)
- Changteng Zhang
- Department of Anesthesiology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University and The Research Units of West China (2018RU012), Chinese Academy of Medical Sciences, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Rui Gao
- Department of Anesthesiology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University and The Research Units of West China (2018RU012), Chinese Academy of Medical Sciences, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Ruihao Zhou
- Department of Anesthesiology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University and The Research Units of West China (2018RU012), Chinese Academy of Medical Sciences, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Hai Chen
- Department of Respiratory and Critical Care Medicine, West China Medical School/West China Hospital, Sichuan University, Chengdu, China
- Department of Respiratory and Critical Care Medicine, Targeted Tracer Research and Development Laboratory, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Changliang Liu
- Department of Anesthesiology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University and The Research Units of West China (2018RU012), Chinese Academy of Medical Sciences, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Tao Zhu
- Department of Anesthesiology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University and The Research Units of West China (2018RU012), Chinese Academy of Medical Sciences, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Chan Chen
- Department of Anesthesiology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University and The Research Units of West China (2018RU012), Chinese Academy of Medical Sciences, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
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Denche-Zamorano Á, Franco-García JM, Pastor-Cisneros R, Salas-Gómez D, Collado-Mateo D, Olivares PR, Adsuar JC. Relationships between Physical Activity Level and Pain in the Spanish Population: A Cross-Sectional Study. J Pers Med 2022; 12:jpm12101591. [PMID: 36294731 PMCID: PMC9605139 DOI: 10.3390/jpm12101591] [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: 08/26/2022] [Accepted: 09/22/2022] [Indexed: 11/16/2022] Open
Abstract
Introduction. One third of the world’s population suffers from some form of pain. Physical inactivity is one of the causes that reduces physical fitness and may lead to an increase in the prevalence of pain in the population. Aims. To analyse the relationships between the level of physical activity (PAL) and the prevalence and degree of pain, the limitations and impact of pain on daily activities and the use of pain medication in the Spanish population. Hypothesis. PAL is related to pain among Spaniards. Methodology. A cross-sectional study design was used, based on data obtained from the Spanish National Health Survey 2017 with 17,777 participants. A descriptive analysis was performed. Nonparametric statistical tests were used: chi-square statistic to analyse intergroup differences in ordinal variables; Mann−Whitney U test to analyse intergroup differences in continuous variables. A correlation study was also performed between the variables of interest, using Spearman’s rho. Results. Relationships were found between PAL and: prevalence of pain, degree of pain, limitations due to pain in usual activities, level of impact in daily activities and use of pain medication in the Spanish population (p < 0.001). Performing moderate and intense PA was related to lower prevalence and degree of pain in the population that performed it, compared to those who only walked or were inactive. Weak correlations were found between the level of PA and the study variables (p < 0.001). Conclusions. High PALs in the population are related to better indicators of pain among Spaniards, appearing to reduce the prevalence and degree of pain, as well as the limitations and impact caused by pain in the daily activities of citizens, and could reduce the use of pain medication in the adult Spanish population.
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Affiliation(s)
- Ángel Denche-Zamorano
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
| | - Juan Manuel Franco-García
- Health Economy Motricity and Education (HEME), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
- Correspondence:
| | - Raquel Pastor-Cisneros
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
| | - Diana Salas-Gómez
- Escuelas Universitarias Gimbernat (EUG), Physiotherapy School Cantabria, Movement Analysis Laboratory, University of Cantabria, 39300 Torrelavega, Spain
| | - Daniel Collado-Mateo
- Centre for Sport Studies, Rey Juan Carlos University, Fuenlabrada, 28943 Madrid, Spain
| | - Pedro Rufino Olivares
- Faculty of Sport Sciences, Universidad de Huelva, 21007 Huelva, Spain
- Universidad Autonoma de Chile, Talca 3480094, Chile
| | - José Carmelo Adsuar
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
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Nielsen SS, Skou ST, Larsen AE, Polianskis R, Pawlak WZ, Vægter HB, Søndergaard J, Christensen JR. Occupational therapy lifestyle intervention added to multidisciplinary treatment for adults living with chronic pain: a feasibility study. BMJ Open 2022; 12:e060920. [PMID: 36115674 PMCID: PMC9486323 DOI: 10.1136/bmjopen-2022-060920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
OBJECTIVES To evaluate the feasibility and outcomes of an occupational therapy lifestyle intervention for adults living with chronic pain. DESIGN This one-group pre-post interventional study investigated the feasibility and outcomes of the Redesign Your Everyday Activities and Lifestyle with Occupational Therapy (REVEAL(OT)) intervention targeting meaningful activities and lifestyle. SETTINGS The occupational therapist-led intervention was added to standard multidisciplinary chronic pain treatment at a Danish pain centre. PARTICIPANTS Of the 40 adult participants aged 18-64 (mean 46.6±10.9 years old, 85% females, chronic pain duration ≥3 months), there were 31 completers. INTERVENTION Three feasibility rounds were carried out in 2019-2021. The intervention focused on meaningful activities, healthy eating habits and daily physical activity. Methods of didactical presentations, group discussions, personal reflection and experiential learning were used in the intervention composed both of individual and group sessions. OUTCOMES Primary outcomes were predefined research progression criteria evaluated by the red-amber-green method. Secondary outcomes measured pre-post changes in health-related quality of life and occupational performance and satisfaction. RESULTS The study demonstrated satisfactory programme adherence (77.5%), patients' self-perceived relevance (97%), timing and mode of delivery (97%) and assessment procedure acceptance (95%). No adverse events causing discontinuation occurred. Recruitment rate (n=5.7 monthly), retention (77.5%) and the fidelity of delivery (83.3%) needed improvement. We observed no improvement in health-related quality of life (mean=0.04, 95% CI -0.03 to 0.12) but positive change in occupational performance (mean=1.80, 95% CI 1.25 to 2.35) and satisfaction (mean=1.95, 95% CI 1.06 to 2.84). The participants reached the minimal clinically important difference for occupational performance (≥3.0 points in 13.8%) and satisfaction (≥3.2 points in 24.0%). CONCLUSIONS The REVEAL(OT) intervention was feasible to deliver and beneficial for the participants' occupational performance and satisfaction. The interventions' recruitment, retention and delivery strategies need optimisation in a future definitive trial. TRIAL REGISTRATION NUMBER NCT03903900.
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Affiliation(s)
- Svetlana Solgaard Nielsen
- User Perspectives and Community-Based Interventions, Department of Public Health, University of Southern Denmark, Odense, Denmark
- Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
| | - Søren T Skou
- Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Anette Enemark Larsen
- Department of Midwifery, Physiotherapy, Occupational Therapy and Psychomotor Therapy, University College Copenhagen, Copenhagen, Denmark
| | | | | | - Henrik Bjarke Vægter
- Pain Research Group, Pain Centre South, Department of Anaesthesiology and Intensive Care Medicine, University Hospital Odense, Odense, Denmark
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Jens Søndergaard
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Jeanette Reffstrup Christensen
- User Perspectives and Community-Based Interventions, Department of Public Health, University of Southern Denmark, Odense, Denmark
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
- Research Unit of General Practice, Department of Public Health, Aarhus University, Aarhus, Denmark
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Jackson P, Goodin BR, Long DL, Jablonski R, Penn TM, Sims AM, Quinn T, Overstreet DS, Kempf MC, Rumble DD, Aroke EN. The Area Deprivation Index Corresponds Effectively With Other Measures of Objective Socioeconomic Status in Adults With Chronic Low Back Pain. J Nurs Meas 2022; 30:433-448. [PMID: 34518395 PMCID: PMC10472843 DOI: 10.1891/jnm-d-20-00126] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Background and Purpose: How the Area Deprivation Index (ADI) performs compared to other measures of socioeconomic status (SES) is unknown. The study purpose is to compare the ADI and other measures of SES in their ability to predict pain severity/interference. Methods: Four measures of SES were compared-ADI, income, education, and subjective social status (SSS). Results: Pain severity/interference correlated positively with ADI (r = .396/r = .33), and negatively with income (r = -.507/r = -.428) and education (r = -.271/r = -.102). Criterion scores of the pain severity model suggest income performs best (AIC = 428.29/BIC = 436.22), followed by ADI (AIC = 437.24/BIC = 445.17), with education performing least well (AIC = 446.35/BIC = 454.29). Similar results were seen for the pain interference model. Conclusions: Neighborhood-level factors warrant consideration along with individual-level factors when attempting to understand the impact of SES on chronic low back pain.
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Affiliation(s)
| | | | - D Leann Long
- University of Alabama at Birmingham, Birmingham, AL
| | | | | | | | - Tammie Quinn
- University of Alabama at Birmingham, Birmingham, AL
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Walton DM, Elliott JM, Schabrun S, Modarresi S, Seo W, May C. Exploring Social Determinants of Posttraumatic Pain, Distress, Depression, and Recovery Through Cross-Sectional, Longitudinal, and Nonlinear Trends. Clin J Pain 2022; 38:511-519. [PMID: 35647765 DOI: 10.1097/ajp.0000000000001050] [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: 04/07/2022] [Accepted: 05/24/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Pain, distress, and depression are predictors of posttrauma pain and recovery. We hypothesized that pretrauma characteristics of the person could predict posttrauma severity and recovery. METHODS Sex, age, body mass index, income, education level, employment status, pre-existing chronic pain or psychopathology, and recent life stressors were collected from adults with acute musculoskeletal trauma through self-report. In study 1 (cross-sectional, n=128), pain severity was captured using the Brief Pain Inventory (BPI), distress through the Traumatic Injuries Distress Scale (TIDS) and depression through the Patient Health Questionnaire-9 (PHQ-9). In study 2 (longitudinal, n=112) recovery was predicted using scores on the Satisfaction and Recovery Index (SRI) and differences within and between classes were compared with identify pre-existing predictors of posttrauma recovery. RESULTS Through bivariate, linear and nonlinear, and regression analyses, 8.4% (BPI) to 42.9% (PHQ-9) of variance in acute-stage predictors of chronicity was explainable through variables knowable before injury. In study 2 (longitudinal), latent growth curve analysis identified 3 meaningful SRI trajectories over 12 months. Trajectory 1 (start satisfied, stay satisfied [51%]) was identifiable by lower TIDS, BPI, and PHQ-9 scores, higher household income and less likely psychiatric comorbidity. The other 2 trajectories (start dissatisfied, stay dissatisfied [29%] versus start dissatisfied, become satisfied [20%]) were similar across most variables at baseline save for the "become satisfied" group being mean 10 years older and entering the study with a worse (lower) SRI score. DISCUSSION The results indicate that 3 commonly reported predictors of chronic musculoskeletal pain (BPI, TIDS, PHQ-9) could be predicted by variables not related to the injurious event itself. The 3-trajectory recovery model mirrors other prior research in the field, though 2 trajectories look very similar at baseline despite very different 12-month outcomes. Researchers are encouraged to design studies that integrate, rather than exclude, the pre-existing variables described here.
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Affiliation(s)
- David M Walton
- School of Physical Therapy
- Health and Rehabilitation Sciences, Faculty of Health Sciences
- Department of Psychiatry, Schulich School of Medicine and Dentistry, Western University, London
| | - James M Elliott
- School of Health Sciences, Northern Sydney Local Health District, The Kolling Institute, Faculty of Medicine and Health, University of Sydney
- Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Siobhan Schabrun
- Neuroscience Research Australia, Sydney, New South Wales, Australia
| | - Shirin Modarresi
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario
| | - Wonjin Seo
- Health and Rehabilitation Sciences, Faculty of Health Sciences
| | - Curtis May
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
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Kaul U, Scher C, Henderson CR, Kim P, Dyhrberg M, Rudin V, Lytle M, Bundy N, Reid MC. A mobile health + health coaching application for the management of chronic non-cancer pain in older adults: Results from a pilot randomized controlled study. FRONTIERS IN PAIN RESEARCH 2022; 3:921428. [PMID: 35959237 PMCID: PMC9362151 DOI: 10.3389/fpain.2022.921428] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 07/07/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction The rapid growth of mobile health (mHealth) devices holds substantial potential for improving care and care outcomes in aging adults with chronic non-cancer pain (CNCP), however, research evaluating these devices in older adults remains limited. Objective To ascertain the feasibility and preliminary efficacy of an mHealth intervention (Mymee) that combines symptom, diet, and behavior tracking via a smartphone application with data analytics to detect associations between symptoms and lifestyle factors along with weekly health coaching sessions to mitigate CNCP in adults 55 years of age and older. Methods Participants (N = 31) in this pilot study were recruited from one primary care practice in New York City and randomized to an intervention [app + up to 12 health coaching sessions (scheduled approximately once weekly) + usual care] or a control (app + usual care) arm. Feasibility measures included recruitment (proportion of eligible persons who enrolled) and retention rates (proportion of subjects completing a follow-up assessment) as well as adherence with the weekly coaching sessions and logging daily data on the app. Efficacy outcomes (e.g., pain intensity, self-efficacy, disability, anxiety) were assessed at baseline and follow-up (~16 weeks after baseline). Descriptive statistics were obtained and general linear mixed models used for primary analyses. Results Participants had a mean (standard deviation) age of 67.32 (9.17) and were mostly female (61%). Feasibility outcomes were mixed as evidenced by recruitment and retention rates of 74% and 65%, respectively. The mean number of weekly coaching sessions attended by intervention participants was 6.05 (SD = 5.35), while the average number of days logging data on the app was 44.82 (34.02). We found a consistent trend in favor of the intervention, where pain intensity, affect, and quality of life measures improved considerably more among intervention (vs. control) participants. Finally, the proportion of participants with GAD-7 scores at follow up decreased by 0.35 to 0, whereas controls did not change, a significant effect in favor of the intervention (p = 0.02). Conclusions This study supports the need for future research that seeks to enhance feasibility outcomes and confirm the efficacy of the Mymee intervention among aging adults with CNCP.
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Affiliation(s)
- Usha Kaul
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medical Center, New York, NY, United States
| | - Clara Scher
- Rutgers School of Social Work, New Brunswick, NJ, United States
| | | | - Patricia Kim
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medical Center, New York, NY, United States
| | | | | | | | | | - M. Carrington Reid
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medical Center, New York, NY, United States
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Delgado-Velandia M, Ortolá R, García-Esquinas E, Struijk EA, López-García E, Rodríguez-Artalejo F, Sotos-Prieto M. Adherence to a Mediterranean Lifestyle and Changes in Frequency, Severity, and Localization of Pain in Older Adults. Mayo Clin Proc 2022; 97:1282-1293. [PMID: 35461661 DOI: 10.1016/j.mayocp.2022.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 09/16/2021] [Accepted: 01/11/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To assess the association between adherence to a Mediterranean lifestyle and changes in pain, and its characteristics over time in older adults. PATIENTS AND METHODS We analyzed data from 864 and 862 community-dwelling individuals aged 65+ years from the Study on Cardiovascular Health, Nutrition and Frailty in Older Adults in Spain (Seniors-ENRICA) Seniors-ENRICA-1 (2008-2010 to 2012) and Seniors-ENRICA-2 (2015-2017 to 2019) cohorts, with a median follow-up of 2.8 and 2.4 years, respectively. Adherence to a Mediterranean lifestyle was assessed at baseline with the 27-item Mediterranean lifestyle (MEDLIFE) index. Pain changes over time were calculated with a pain scale that assessed the frequency, severity, and the number of pain locations both at baseline and follow-up. Multivariable-adjusted relative risk ratios (RRRs) were obtained using multinomial logistic regression. RESULTS In the pooled cohorts, after a median follow-up of 2.6 years, pain worsened for 697 participants, improved for 734, and did not change for 295. Compared with the lowest category of MEDLIFE adherence, those in the highest category showed an RRR of improvement vs worsening of overall pain of 1.85 (95% CI, 1.28 to 2.67; P-trend<.001). MEDLIFE adherence was also linked to improvement in pain frequency (RRR, 1.98; 95% CI, 1.31 to 3.01; P-trend=.001), pain severity (RRR, 2.00; 95% CI, 1.33 to 3.00; P-trend=.001), and a reduction in the number of pain locations (RRR, 1.68; 95% CI, 1.13 to 2.50; P-trend=.004). Limitations of this study are the use of self-reported lifestyle data. CONCLUSION A Mediterranean lifestyle was associated with improvement of pain characteristics in older adults. Experimental studies should assess the efficacy of an integral lifestyle approach for the management of pain in older adults.
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Affiliation(s)
- Mario Delgado-Velandia
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/ IdiPaz, Spain; Centro de Investigación Biomédica en Red of Epidemiology and Public Health, Madrid, Spain
| | - Rosario Ortolá
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/ IdiPaz, Spain; Centro de Investigación Biomédica en Red of Epidemiology and Public Health, Madrid, Spain
| | - Esther García-Esquinas
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/ IdiPaz, Spain; Centro de Investigación Biomédica en Red of Epidemiology and Public Health, Madrid, Spain
| | - Ellen A Struijk
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/ IdiPaz, Spain; Centro de Investigación Biomédica en Red of Epidemiology and Public Health, Madrid, Spain
| | - Esther López-García
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/ IdiPaz, Spain; Centro de Investigación Biomédica en Red of Epidemiology and Public Health, Madrid, Spain; IMDEA-Food Institute. CEI UAM+CSIC, Madrid, Spain
| | - Fernando Rodríguez-Artalejo
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/ IdiPaz, Spain; Centro de Investigación Biomédica en Red of Epidemiology and Public Health, Madrid, Spain; IMDEA-Food Institute. CEI UAM+CSIC, Madrid, Spain
| | - Mercedes Sotos-Prieto
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/ IdiPaz, Spain; Centro de Investigación Biomédica en Red of Epidemiology and Public Health, Madrid, Spain; IMDEA-Food Institute. CEI UAM+CSIC, Madrid, Spain; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, USA.
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Rabbing L, Bjørkelo B, Langvik E. Upper and lower musculoskeletal back pain, stress, physical activity, and organisational work support: An exploratory study of police investigative interviewers. Health Psychol Open 2022; 9:20551029221146396. [PMID: 36545002 PMCID: PMC9761228 DOI: 10.1177/20551029221146396] [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] [Indexed: 12/23/2022] Open
Abstract
Police investigative interviewers in special victims' units have particularly stressing work conditions. Being few in numbers, with highly specialised competence, the health and well-being of this workgroup are key. This study explores the prevalence of muscular lower and upper back pain and stress and associations with physical activity and organisational work support among 77 police investigators. The police investigative interviewers reported high levels of physical activity. Compared to other police employees, they reported similar levels of musculoskeletal back pain, higher levels of upper back pain, and higher levels of stress. Physical activity was not related to musculoskeletal back pain. In the regression analysis, musculoskeletal back pain was negatively associated with organisational work support. Limitations due to low statistical power and a cross-sectional design apply. However, the study provides interesting insight into the prevalence of musculoskeletal back pain and its association with organisational work support and stress among police employees.
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Affiliation(s)
| | | | - Eva Langvik
- Department of Psychology,
Norwegian
University of Science and Technology,
NTNU, Trondheim, Norway
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Nielsen SS, Skou ST, Larsen AE, Bricca A, Søndergaard J, Christensen JR. The Effect of Occupational Engagement on Lifestyle in Adults Living with Chronic Pain: A Systematic Review and Meta-analysis. Occup Ther Int 2022; 2022:7082159. [PMID: 35814357 PMCID: PMC9208937 DOI: 10.1155/2022/7082159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 02/24/2022] [Accepted: 03/26/2022] [Indexed: 11/17/2022] Open
Abstract
Background Healthy lifestyle is important to decrease health risks in individuals living with chronic pain. From an occupational therapy perspective, human health and lifestyle are linked to occupational engagement in meaningful everyday activities. This study is aimed at investigating the effect of including occupational engagement in chronic pain interventions on lifestyle. Methods In this systematic review (PROSPERO reg. CRD42020159279), we included randomized controlled trials (RCTs) on interventions involving occupational engagement (i.e., occupational performance based on involvement, choice, positive meaning, and commitment) and assessing modifiable lifestyle factors: physical activity, body anthropometrics, alcohol consumption, smoking, stress, and sleep. We sought the databases Ovid MEDLINE, Embase, PsycINFO, CINAHL, Cochrane, Scopus, Web of Science, OTseeker, ClinicalTrials.gov, OpenGrey, and the web engine Google Scholar and citations and references of relevant publications. We evaluated methodological quality with the Cochrane risk-of-bias tool 2.0, determined the overall evidence certainty using the GRADE methodology, and performed meta-analysis when two or more trials reported on the outcomes. Results Of the 9526 items identified, 286 were full text screened. We included twelve articles with eleven RCTs comprising 995 adults and assessing physical activity, sleep quality, stress, and Body Mass Index. Sufficient data for meta-analysis was only available for physical activity and sleep quality. The meta-analysis suggested a moderate increase in physical activity after behavioral interventions for fibromyalgia and musculoskeletal pain (SMD = 0.69 (0.29; 1.09)) and a small increase in sleep quality up to 6 months after multidisciplinary self-management of fibromyalgia (SMD = 0.35 (95% CI 0.08; 0.61)). The overall certainty of the evidence was deemed low. Conclusion Including occupational engagement in chronic pain interventions may increase short-term physical activity and long-term sleep quality. Due to the few available RCTs including occupational engagement in chronic pain treatment for adults living with chronic pain, further high-quality RCTs are needed and will likely change the conclusion.
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Affiliation(s)
- Svetlana Solgaard Nielsen
- Research Unit for User Perspectives, Department of Public Health, University of Southern Denmark, J. B. Winsloews Vej 9B, 5000 Odense C, Denmark
- The Research Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Region Zealand, Faelledvej 2C, 4200 Slagelse, Denmark
| | - Søren T. Skou
- The Research Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Region Zealand, Faelledvej 2C, 4200 Slagelse, Denmark
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark
| | - Anette Enemark Larsen
- Department of Therapy and Midwifery Studies, Faculty of Health Sciences, University College Copenhagen, Sigurdsgade 26, 2200 Copenhagen N, Denmark
| | - Alessio Bricca
- The Research Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Region Zealand, Faelledvej 2C, 4200 Slagelse, Denmark
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark
| | - Jens Søndergaard
- Research Unit for General Practice, Department of Public Health, University of Southern Denmark, J. B. Winsloews Vej 9A, 5000 Odense C, Denmark
| | - Jeanette Reffstrup Christensen
- Research Unit for User Perspectives, Department of Public Health, University of Southern Denmark, J. B. Winsloews Vej 9B, 5000 Odense C, Denmark
- Research Unit for General Practice, Department of Public Health, University of Southern Denmark, J. B. Winsloews Vej 9A, 5000 Odense C, Denmark
- Research Unit for General Practice, Aarhus University, Bartholins Allé 2, 8000 Aarhus, Denmark
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Gabani FL, Mesas AE, da Silva Santos MC, González AD, de Andrade SM. Chronic musculoskeletal pain and occupational aspects among Brazilian teachers. INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS 2022; 28:1304-1310. [PMID: 33784956 DOI: 10.1080/10803548.2021.1906030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Objectives. This study aimed to determine the association between working conditions and chronic musculoskeletal pain (CMP) in regions of the body in teachers. Methods. A cross-sectional study was performed with 958 teachers from Brazil. Outcomes were chronic pain in the upper limbs, lower back and lower limbs. Independent variables were characteristics and perceptions about the work. Poisson regression models were adjusted by socio-demographic, lifestyle and co-morbidity variables. Results. After adjustments, strong associations were observed between a negative perception regarding writing on the board and pain in the upper limbs (prevalence ratio [PR] = 4.65; 95% confidence interval [CI] [2.02, 10.70]) and lower back pain (PR = 2.10; 95% CI [1.06, 4.15]) and between a negative perception of standing duration and pain in the lower limbs (PR = 3.98; 95% CI [1.54, 10.26]). Additionally, the number of workplaces, number of students and conditions for carrying teaching material were associated with pain in the upper limbs. Time in the profession and a negative perception of work-life balance were associated with pain in the lower limbs. Conclusions. Different work conditions were associated with CMP in different body regions. Policies to improve teachers' working conditions, such as providing furniture that meets teachers' ergonomic needs, are needed to reduce CMP.
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Affiliation(s)
| | - Arthur Eumann Mesas
- Department of Public Health, Universidade Estadual de Londrina, Brazil.,Health and Social Research Center, Universidad de Castilla-La Mancha, Spain
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Rouch I, Edjolo A, Laurent B, Dartigues JF, Amieva H. Chronic pain and long-term dementia risk in older adults: Results from a 24-year longitudinal study. Int J Geriatr Psychiatry 2022; 37. [PMID: 35434855 DOI: 10.1002/gps.5713] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 03/13/2022] [Indexed: 11/07/2022]
Abstract
INTRODUCTION Chronic pain (CP) was associated with cognitive impairment in previous studies. However, the longitudinal association between CP and dementia remains under debate. We aimed to assess the prospective link between CP and long-term dementia risk in a population-based cohort of older participants, considering covariables linked to CP and cognitive functioning. METHODS The study sample was selected from the PAQUID study, an ongoing cohort of older community-dwellers aged 65 years and over at baseline; Information regarding CP and analgesics consumption was collected using questionnaires. Dementia was clinically assessed every 2 years. The population was divided into 4 groups according to CP and analgesic drugs intake (CP+/A+, CP+/A-, CP-/A+, CP-/A-). An illness-death model was used to estimate the link between CP and incident dementia risk controlled for sex, educational level, comorbidities, depression, antidepressant drugs and analgesics. RESULTS Five hundred ninety three participants (364 women) who completed a CP questionnaire, were included. They were followed-up over 24 years (mean follow-up: 11.3 years, SD 7.3). A total of 223 participants (32.5%) had CP, among them 88 (38.6%) took analgesic drugs. Compared to CP-/A- group, CP+/A+ participants had a higher risk of developing dementia in the univariate model (hazard ratio (HR) = 1.73, 95%CI:1.18-2.56; p = 0.0051). However, these results did not persist in the multivariate models (aHR = 1.23, 95%CI:0.88-1.73; p = 0.23). No significant risk for dementia were observed in CP-/A+ and CP+/A- (HR = 1.30, 95%CI:0.84-2.01; p = 0.23 and HR = 1.36, 95%CI:0.95-1.96; p = 0.09, respectively). CONCLUSION Our results failed to show a significant relationship between the presence of CP and long-term dementia risk, suggesting that the cognitive decline associated with CP observed in the literature does not appear to be related to Alzheimer's disease or related disorders.
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Affiliation(s)
- Isabelle Rouch
- Memory Clinical and Research Center of Saint Etienne (CMRR), Neurology Unit, University Hospital of Saint Etienne, Saint Etienne, France
- INSERM, U1219, Bordeaux Population Health Center, University of Bordeaux, Bordeaux, France
| | - Arlette Edjolo
- Memory Clinical and Research Center of Saint Etienne (CMRR), Neurology Unit, University Hospital of Saint Etienne, Saint Etienne, France
- INSERM, U1219, Bordeaux Population Health Center, University of Bordeaux, Bordeaux, France
| | - Bernard Laurent
- Memory Clinical and Research Center of Saint Etienne (CMRR), Neurology Unit, University Hospital of Saint Etienne, Saint Etienne, France
- INSERM, U1028; CNRS, UMR5292; Neuropain Team, Lyon Neuroscience Research Center, Lyon, France
| | | | - Hélène Amieva
- INSERM, U1219, Bordeaux Population Health Center, University of Bordeaux, Bordeaux, France
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van Vreede JJ, Parker R, van Nugteren J. A history of depression in patients attending a chronic pain management clinic in South Africa: A retrospective chart review. S Afr J Psychiatr 2022; 28:1673. [PMID: 35547102 PMCID: PMC9082265 DOI: 10.4102/sajpsychiatry.v28i0.1673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 02/07/2022] [Indexed: 11/01/2022] Open
Abstract
Background: Chronic pain and depression are closely related conditions, which commonly exist as comorbid disorders. Understanding the prevalence of depression in patients presenting with chronic pain is vital for effective pain management.Aim: Our study aimed to establish the prevalence of a history of depression in patients presenting with chronic pain to a chronic pain management clinic at a tertiary academic hospital and to describe the characteristics of patients with both conditions.Setting: Groote Schuur Hospital, Chronic Pain Management Clinic, Cape Town, South Africa.Method: A retrospective review of 665 medical charts of consecutive patients accessing the clinic over a 7-year period was conducted. Baseline, patient-centred data were collected.Results: Of the 665 charts, 623 were analysed. The median age of patients was 53 years. The prevalence of depression in patients presenting with chronic pain was 32%, three times higher than the national life-time prevalence in South Africa. The majority (77%) of patients with chronic pain and depression were female (p 0.01). Overall, 51% of the patients assessed were unemployed with low levels of education. The majority of our study patients had received a tricyclic antidepressant at some time prior to presentation.Conclusion: The high prevalence of a history of depression in patients presenting with chronic pain in our study, emphasises the importance of looking for and understanding the interrelation of the physiological, psychiatric, psychological and socio-economic factors that are common to both depression and chronic pain. Pain relief alone is insufficient to ensure optimal rehabilitation of these patients and integrating the management of their depression should improve patient outcomes and overall well-being.
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Affiliation(s)
- Joseph J van Vreede
- Department of Anaesthesia and Perioperative Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Romy Parker
- Department of Anaesthesia and Perioperative Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Janieke van Nugteren
- Department of Anaesthesia and Perioperative Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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Walker N, Beek K, Chen H, Shang J, Stevenson S, Williams K, Herzog H, Ahmed J, Cullen P. The Experiences of Persistent Pain Among Women With a History of Intimate Partner Violence: A Systematic Review. TRAUMA, VIOLENCE & ABUSE 2022; 23:490-505. [PMID: 32945245 DOI: 10.1177/1524838020957989] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Women experience persistent pain at higher rates than men; however, women are less likely to be provided with adequate or appropriate care and more likely to have their pain experiences dismissed. The purpose of this review is to consider the complex interaction of the biopsychosocial factors in the experience of persistent pain in order to inform improved models of care. Given persistent pain is among the most frequently reported health consequences of intimate partner violence (IPV), this review focused on studies exploring the association between persistent pain and IPV. Three reviewers independently and systematically searched seven databases. Qualitative and quantitative studies describing the association between IPV and persistent pain published between January 2000 and June 2018 were included. Twelve studies met the inclusion criteria. The included studies demonstrated that a history of IPV places an additional burden on women who experience persistent pain that cannot be explained by an underlying psychological condition. Health care practitioners should be aware of this phenomena to ensure diagnosis, assessment, and treatment plans are targeted accordingly. Future policy directives and research should account for and seek to elucidate this additional burden.
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Affiliation(s)
- Natasha Walker
- School of Population Health, 7800University of New South Wales, Sydney, New South Wales, Australia
- 211065The George Institute for Global Health, Sydney, New South Wales, Australia
- University of Newcastle, New South Wales, Australia
| | - Kristen Beek
- School of Population Health, 7800University of New South Wales, Sydney, New South Wales, Australia
| | - Huan Chen
- The George Institute for Global Health, Beijing, China
| | - Jie Shang
- The George Institute for Global Health, Beijing, China
| | - Sally Stevenson
- The Illawarra Women's Health Centre, Warilla, New South Wales, Australia
| | - Karen Williams
- South Coast Private Hospital, Wollongong, New South Wales, Australia
| | - Hayley Herzog
- 211065The George Institute for Global Health, Sydney, New South Wales, Australia
- Silver School of Social Work, New York University, NY, USA
| | - Jareen Ahmed
- The University of Sydney, New South Wales, Australia
| | - Patricia Cullen
- School of Population Health, 7800University of New South Wales, Sydney, New South Wales, Australia
- 211065The George Institute for Global Health, Sydney, New South Wales, Australia
- Ngarruwan Ngadju, First Peoples Health and Wellbeing Research Centre, Australian Health Services Research Institute, University of Wollongong, New South Wales, Australia
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Alodaibi FA, Alotaibi MA, Almohiza MA, Alhowimel AS. Physical Therapists' Role in Health and Wellness Promotion for People with Musculoskeletal Disorders: A Cross-Sectional Description Study Conducted in Saudi Arabia. J Multidiscip Healthc 2022; 15:567-576. [PMID: 35378741 PMCID: PMC8976574 DOI: 10.2147/jmdh.s356932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 03/18/2022] [Indexed: 12/11/2022] Open
Abstract
Background Chronic non-communicable diseases and musculoskeletal disorders are primarily associated with poor lifestyle behaviors and underestimated public health issues. Physical therapists have an essential role in promoting health. Still, few studies have described the current role of physical therapy in health promotion to lessen the impact of public health issues and chronic musculoskeletal conditions. Therefore, this study aimed to explore physical therapists' health promotion in the musculoskeletal practice setting and investigate potential barriers and needed education. Design and Methods A cross-sectional descriptive study was conducted, using an electronic survey distributed among physical therapists practicing in Saudi Arabia who managed patients with musculoskeletal disorders. Results A total of 150 physical therapists participated in this survey. The physical therapists dealing with musculoskeletal disorders were, to a fair degree, aware of the importance of lifestyle risk factors related to health and wellness, particularly those relating to physical aspects. However, participants' knowledge and experience (according to their report) were relatively limited in other lifestyle behaviors such as smoking, nutrition, sleep, and stress management. Participants believed further education/training would be needed to address these behaviors. Conclusion The participants appreciated the importance of addressing lifestyle factors. Nonetheless, knowledge and experience in health promotion were limited. To optimize the outcome of musculoskeletal patients through health promotion, more training will be needed.
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Affiliation(s)
- Faris A Alodaibi
- Health Rehabilitation Science, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Mazyad A Alotaibi
- Department of Health and Rehabilitation Science, Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia
| | - Mohammad A Almohiza
- Health Rehabilitation Science, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Ahmed S Alhowimel
- Department of Health and Rehabilitation Science, Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia
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Sabik LM, Eom KY, Sun Z, Merlin JS, Bulls HW, Moyo P, Pruskowski JA, van Londen G, Rosenzweig M, Schenker Y. Patterns and Trends in Receipt of Opioids Among Patients Receiving Treatment for Cancer in a Large Health System. J Natl Compr Canc Netw 2022; 20:460-467.e1. [PMID: 35231900 PMCID: PMC10463265 DOI: 10.6004/jnccn.2021.7104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 10/18/2021] [Indexed: 01/21/2023]
Abstract
BACKGROUND Given limited evidence on opioid prescribing among patients receiving treatment for cancer during the ongoing opioid epidemic, our objective was to assess predictors of and trends in opioid receipt during cancer treatment, including how patterns differ by type of cancer. METHODS Using cancer registry data, we identified patients with a first lifetime primary diagnosis of breast, colorectal, or lung cancer from 2013 to 2017 who underwent treatment within a large cancer center network. Cancer registry data were linked to electronic health record information on opioid prescriptions. We examined predictors of and trends in receipt of any opioid prescription within 12 months of cancer diagnosis. RESULTS The percentage of patients receiving opioids varied by cancer type: breast cancer, 35% (1,996/5,649); colorectal, 37% (776/2,083); lung, 47% (1,259/2,654). In multivariable analysis, opioid use in the year before cancer diagnosis was the factor most strongly associated with receipt of opioids after cancer diagnosis, with 4.90 (95% CI, 4.10-5.86), 5.09 (95% CI, 3.88-6.69), and 3.31 (95% CI, 2.68-4.10) higher odds for breast, colorectal, and lung cancers, respectively. We did not observe a consistent decline in opioid prescribing over time, and trends differed by cancer type. CONCLUSIONS Our findings suggest that prescription of opioids to patients with cancer varies by cancer type and other factors. In particular, patients are more likely to receive opioids after cancer diagnosis if they were previously exposed before diagnosis, suggesting that pain among patients with cancer may commonly include non-cancer-related pain. Heterogeneity and complexity among patients with cancer must be accounted for in developing policies and guidelines aimed at addressing pain management while minimizing the risk of opioid misuse.
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Affiliation(s)
- Lindsay M. Sabik
- University of Pittsburgh Graduate School of Public Health, Department of Health Policy and Management
| | - Kirsten Y. Eom
- University of Pittsburgh Graduate School of Public Health, Department of Health Policy and Management
| | - Zhaojun Sun
- University of Pittsburgh Graduate School of Public Health, Department of Health Policy and Management
| | - Jessica S. Merlin
- University of Pittsburgh School of Medicine, Palliative Research Center (PaRC) and Section of Palliative Care and Medical Ethics, Division of General Internal Medicine
| | - Hailey W. Bulls
- University of Pittsburgh School of Medicine, Palliative Research Center (PaRC) and Section of Palliative Care and Medical Ethics, Division of General Internal Medicine
| | - Patience Moyo
- Brown University School of Public Health, Department of Health Services, Policy, and Practice
| | | | - G.J. van Londen
- University of Pittsburgh School of Medicine, Department of Medicine, Divisions of Hematology-Oncology and Geriatric Medicine
| | - Margaret Rosenzweig
- University of Pittsburgh School of Nursing, Department of Acute & Tertiary Care
| | - Yael Schenker
- University of Pittsburgh School of Medicine, Palliative Research Center (PaRC) and Section of Palliative Care and Medical Ethics, Division of General Internal Medicine
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Ito H, Tsuneki H, Sasaoka T, Toyooka N, Matsuo M, Yamazaki M. Suvorexant and mirtazapine improve chronic pain-related changes in parameters of sleep and voluntary physical performance in mice with sciatic nerve ligation. PLoS One 2022; 17:e0264386. [PMID: 35213655 PMCID: PMC8880854 DOI: 10.1371/journal.pone.0264386] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 02/09/2022] [Indexed: 11/19/2022] Open
Abstract
Both chronic pain and sleep disorders are associated with a reduction in the quality of life. They can be both a cause and a consequence of each other, and should therefore be simultaneously treated. However, optimal treatments for chronic pain-related sleep disorders are not well established. Here, we aimed to investigate the effects of suvorexant, a novel sleep drug, and mirtazapine, a noradrenergic and specific serotonergic antidepressant, on pain-related changes in sleep parameters in a preclinical chronic pain mice model, by partial sciatic nerve ligation. We evaluated the quantity, duration, and depth of sleep by analyzing the electroencephalogram and voluntary activity by counting the number of wheel rotations to determine various symptoms of sleep disorders, including reduced total sleep time, fragmentation, low quality, and impaired activity in the daytime. Suvorexant and mirtazapine normalized the reduction in sleep time and fragmented sleep, further regaining the sleep depth at sleep onset in the chronic pain state in nerve-ligated mice. Mirtazapine also increased the percentage of rapid eye movement sleep in mice. Suvorexant decreased voluntary activity, which was prolonged after administration; however, mirtazapine did not decrease it. Although the effects of suvorexant and mirtazapine on sleep and activity are different, both suvorexant and mirtazapine could be potential therapeutic agents for chronic pain-related sleep disorders.
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Affiliation(s)
- Hisakatsu Ito
- Department of Anesthesiology, University of Toyama, Toyama, Japan
- * E-mail:
| | - Hiroshi Tsuneki
- Department of Clinical Pharmacology, University of Toyama, Toyama, Japan
| | - Toshiyasu Sasaoka
- Department of Clinical Pharmacology, University of Toyama, Toyama, Japan
| | - Naoki Toyooka
- Faculty of Engineering, University of Toyama, Toyama, Japan
| | - Mitsuhiro Matsuo
- Department of Anesthesiology, University of Toyama, Toyama, Japan
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Lindell M, Grimby-Ekman A. Stress, non-restorative sleep, and physical inactivity as risk factors for chronic pain in young adults: A cohort study. PLoS One 2022; 17:e0262601. [PMID: 35061825 PMCID: PMC8782303 DOI: 10.1371/journal.pone.0262601] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 12/28/2021] [Indexed: 02/02/2023] Open
Abstract
Background Chronic pain is a common condition which causes patients much suffering and is very costly to society. Factors known to be associated with chronic pain include female gender, acute pain, depression, and anxiety. This study investigated whether stress, sleep disturbance, and physical inactivity were risk factors for developing chronic pain among young adults, and whether there were any interactions between these. Methods This retrospective longitudinal study was based on an existing database from a cohort study on IT use and health, called Health 24 Years. A questionnaire was sent to students aged 19–24 in Sweden for five consecutive years, containing questions on pain, stress, sleep, physical activity, technology use, health, and more. In logistic regressions, stress, sleep, and physical activity at baseline were potential predictors of chronic pain one and four years later. In addition, a new variable including all possible interactions between potential predictors was created to test for effect modification between risk factors. Results At the one-year follow-up, stress, non-restorative sleep, and physical inactivity showed odds ratios of 1.6 (95% CI: 1.0–2.4), 1.5 (95% CI: 1.0–2.3), and 1.8 (95% CI: 1.1–3.0) respectively after adjusting for confounders, the reference being non-stressed, having restorative sleep and being active. At the four-year follow-up, stress showed an adjusted odds ratio of 1.9 (95% CI: 1.3–2.9), while non-restorative sleep and physical inactivity were statistically insignificant. At the one-year follow-up, the interaction between risk factors were significant. The most clear example of this effect modification was to be inactive and not have -restorative sleep, compared to individuals who were active and had restorative sleep, showing an adjusted odds ratio of 6.9 (95% CI: 2.5–19.2) for developing chronic pain one year after baseline. This in comparison of odds ratios for only inactive respectively only non-restorative sleep being 1.7 (95% CI: 0.6–5.3) respectively 1.6 (95% CI: 0.7–3.5). Conclusions Stress, non-restorative sleep, and physical inactivity were risk factors for developing chronic pain one year after baseline, and stress were also a risk factor four years after baseline. These findings suggest that non-restorative sleep and inactivity are risk factors in the short term while stress is a risk factor in both the short and the long term. In addition to the independent effects of non-restorative sleep and inactivity, their combination seems to further increase the odds of chronic pain.
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Affiliation(s)
- Maja Lindell
- Chronic Pain, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
| | - Anna Grimby-Ekman
- Chronic Pain, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
- Biostatistics, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
- * E-mail:
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Somayajula GG, Campbell P, Protheroe J, Lacey RJ, Dunn KM. Chronic widespread pain in children and adolescents presenting in primary care: prevalence and associated risk factors. Pain 2022; 163:e333-e341. [PMID: 34108433 DOI: 10.1097/j.pain.0000000000002354] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 05/19/2021] [Indexed: 11/26/2022]
Abstract
ABSTRACT A significant proportion of children/adolescents report chronic widespread pain (CWP), but little is known about clinically relevant CWP or what factors lead to onset in this population. Objectives were to report the primary care consultation prevalence of CWP and investigate risk factors associated with onset. A validated algorithm for identifying CWP status from primary care electronic healthcare records was applied to a child or adolescent population (aged 8-18 years). The algorithm records patients who have recurrent pain consultations (axial skeleton and upper or lower limbs) or those with a nonspecific generalised pain disorder (eg, fibromyalgia). Prevalence was described, and a nested case-control study was established to identify risk factors associated with CWP onset using logistic regression producing odds ratios (ORs) and 95% confidence intervals (95% CIs). Two hundred seventy-one children or adolescents were identified with CWP, resulting in a 5-year consultation prevalence of 3.19%. Risk factors significantly associated with CWP onset were as follows: mental health (eg, anxiety/neurosis consultations), neurological (eg, headaches), genitourinary (eg, cystitis), gastrointestinal (eg, abdominal pain), and throat problems (eg, sore throats). Children or adolescents with 1 or 2 risk factors (OR 2.15, 95% CI 1.6-2.9) or 3 or more risk factors (OR 9.17, 95% CI 5.9-14.3) were at significantly increased odds of CWP onset compared with those with none. Findings show a significant proportion of the child or adolescent primary care population has CWP. Most risk factors involved pain-related conditions, suggesting potential pathways of pain development. Further work is now needed to better understand the development of CWP in children and adolescents.
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Affiliation(s)
- Glenys G Somayajula
- School of Medicine, Faculty of Medicine and Health Sciences, Keele University, Keele, Staffordshire, United Kingdom
| | - Paul Campbell
- Primary Care Centre Versus Arthritis, School of Medicine, Faculty of Medicine and Health Sciences, Keele University, Keele, Staffordshire, United Kingdom
- Research and Innovation Department, Midlands Partnership NHS Foundation Trust, St Georges' Hospital, Stafford, United Kingdom
| | - Joanne Protheroe
- School of Medicine, Faculty of Medicine and Health Sciences, Keele University, Keele, Staffordshire, United Kingdom
- Primary Care Centre Versus Arthritis, School of Medicine, Faculty of Medicine and Health Sciences, Keele University, Keele, Staffordshire, United Kingdom
| | - Rosie J Lacey
- Primary Care Centre Versus Arthritis, School of Medicine, Faculty of Medicine and Health Sciences, Keele University, Keele, Staffordshire, United Kingdom
| | - Kate M Dunn
- Primary Care Centre Versus Arthritis, School of Medicine, Faculty of Medicine and Health Sciences, Keele University, Keele, Staffordshire, United Kingdom
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Nielsen SS, Skou ST, Larsen AE, Søndergaard J, Christensen JR. Associations of health-related quality of life with sociodemographic characteristics, health, pain, and lifestyle factors, and motivation for changing lifestyle in adults living with chronic pain: a cross-sectional exploratory study. Scand J Pain 2022; 22:142-153. [PMID: 34449176 DOI: 10.1515/sjpain-2021-0062] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 08/09/2021] [Indexed: 12/29/2022]
Abstract
OBJECTIVES We investigated the associations between health-related quality of life (HRQoL) and health, pain and lifestyle factors, as well as motivation for lifestyle changes, in adults living with chronic pain referred to a Danish pain centre. METHODS A total of 144 outpatients completed a questionnaire on HRQoL (EQ-5D-5L), health, pain, lifestyle factors (Body Mass Index [BMI], physical activity, smoking, alcohol, physical fitness, eating, sleep and stress) and motivation for lifestyle changes. We used multiple linear regression analyses to assess associations between HRQoL and the independent variables. RESULTS The participants (age mean 50 years, 81% females) had ≥2 body pain sites (93%), BMI≥25 (64%), sedentary lifestyle (43%) and multiple (n≥2) elevated metabolic risk factors (58%). Most considered lifestyle important for HRQoL (72%) and expressed moderate to very high motivation for changing lifestyle (92%). Poorer HRQoL in the study population was significantly associated with higher pain intensity in the most painful body site (β=-0.316, p=0.001) and very poor sleep quality (β=-0.410, p=0.024). Serious-to-extreme problems in usual activities were associated with significantly poorer health (β=-0.328, p=0.030). CONCLUSIONS Adults living with chronic pain participating in this survey had significantly lower self-evaluated HRQoL than the general population. Lower HRQoL was significantly associated with greater pain intensity and poor sleep quality. Serious-to-extreme problems in usual activities, such as work, study, housework, family and leisure, were associated with poorer self-evaluated health. We observed high frequencies of overweight, obesity, sedentary lifestyle, pain in multiple body sites and multiple lifestyle-related risk factors in the study population. Most participants felt motivated for changing lifestyle. Further interventions addressing pain alleviation, sleep quality, prevention of problems in usual activities and promotion of healthy lifestyle, e.g. physical activity and healthy eating, are needed to estimate the effect of a lifestyle-oriented approach on health and quality of life in people living with chronic pain. The results of this study will inform the research project reg. SJ-703, the Danish the Research Ethics Committee for Region Zealand, Denmark.
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Affiliation(s)
- Svetlana Solgaard Nielsen
- Research Unit of User Perspectives and Community-Based Interventions, Department of Public Health, University of Southern Denmark, Odense, Denmark
- The Research Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Naestved, Slagelse & Ringsted Hospitals, Slagelse, Denmark
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Søren T Skou
- The Research Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Naestved, Slagelse & Ringsted Hospitals, Slagelse, Denmark
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Anette Enemark Larsen
- Department of Occupational Therapy, Institute of Therapy and Midwifery Studies, Faculty of Health Sciences, University College Copenhagen, Copenhagen, Denmark
| | - Jens Søndergaard
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Jeanette Reffstrup Christensen
- Research Unit of User Perspectives and Community-Based Interventions, Department of Public Health, University of Southern Denmark, Odense, Denmark
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
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