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Jin J, Yarns BC. The Impact of Stressful Life Events on Centralized Pain and Pain Intensity: A Combined Model Examining the Mediating Roles of Anger and Perceived Injustice Among Racially Minoritized Adults With Chronic Pain. THE JOURNAL OF PAIN 2024; 25:104642. [PMID: 39067581 DOI: 10.1016/j.jpain.2024.104642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 07/16/2024] [Accepted: 07/19/2024] [Indexed: 07/30/2024]
Abstract
Stressful life events are highly associated with chronic pain. Yet, research is needed to identify the psychological mechanisms that link life adversity and pain, especially studies that test comprehensive models, recruit racially diverse samples, and measure varied pain-related symptoms. This study examined the relationship between stressful life events and pain in a racially diverse sample and tested the potential mediating roles of both anger and perceived injustice. Both centralized pain symptoms and pain intensity were the outcomes. Analyses consisted of 2 cross-sectional, mediation models among 673 adults with self-reported chronic pain who were racially diverse (Black: n = 258, Latine: n = 254, Asian American: n = 161). The results indicated a positive relationship between stressful life events and centralized pain symptoms (b = 2.53, P < .001) and pain intensity (b = .20, P < .001). In parallel mediation analyses, anger (b = .91, 95% CI = .67, 1.17) and perceived injustice (b = .86, 95% CI = .64, 1.11) acted as partial mediators on centralized pain symptoms. Also, anger (b = .05, 95% CI = .03, .08) and perceived injustice (b = .11, 95% CI = .08, .14) acted as full mediators on pain intensity. The combined psychosocial variables accounted for 51% of centralized pain symptoms and 26% of pain intensity. The findings suggest that psychosocial factors are significantly associated with pain outcomes. Future research is needed to investigate exposure to adversity in life, anger, and perceived injustice together as psychosocial mechanisms of pain symptoms. PERSPECTIVE: Among racially minoritized adults with chronic pain, this article presents empirical evidence that stressful life events, anger, and perceived injustice are associated with centralized pain symptoms and pain intensity. This could guide psychological intervention to focus on anger and perceived injustice, especially when addressing centralized pain.
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Affiliation(s)
- Joel Jin
- Department of Clinical Psychology, Seattle Pacific University, Seattle, Washington.
| | - Brandon C Yarns
- Department of Mental Health/Psychiatry, VA Greater Los Angeles Healthcare System, Los Angeles, California; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California
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Yarns BC, Jackson NJ, Alas A, Melrose RJ, Lumley MA, Sultzer DL. Emotional Awareness and Expression Therapy vs Cognitive Behavioral Therapy for Chronic Pain in Older Veterans: A Randomized Clinical Trial. JAMA Netw Open 2024; 7:e2415842. [PMID: 38869899 PMCID: PMC11177167 DOI: 10.1001/jamanetworkopen.2024.15842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 04/09/2024] [Indexed: 06/14/2024] Open
Abstract
Importance Chronic pain is common and disabling in older adults, and psychological interventions are indicated. However, the gold standard approach, cognitive-behavioral therapy (CBT), produces only modest benefits, and more powerful options are needed. Objectives To evaluate whether emotional awareness and expression therapy (EAET) is superior to CBT for treatment of chronic pain among predominantly male older veterans and whether higher baseline depression, anxiety, or posttraumatic stress disorder (PTSD) symptoms-key targets of EAET-moderate treatment response. Design, Setting, and Participants This 2-arm randomized clinical trial was conducted from May 16, 2019, to September 14, 2023, in the US Department of Veterans Affairs Greater Los Angeles Healthcare System. The trial included a racially and ethnically diverse group of veterans aged 60 to 95 years with at least 3 months of musculoskeletal pain. Interventions Emotional awareness and expression therapy or CBT, conducted concurrently, each presented as one 90-minute individual session followed by eight 90-minute group sessions. Main Outcomes and Measures The primary outcome was Brief Pain Inventory pain severity (range, 0 to 10) from baseline to posttreatment (week 10, primary end point) and 6-month follow-up. Secondary outcomes included Patient Reported Outcomes Institute Measurement System Anxiety, Depression, Fatigue, General Life Satisfaction (NIH Toolbox), Pain Interference, and Sleep Disturbance Short Forms, Patient Global Impression of Change (PGIC), and Satisfaction with Therapy and Therapist Scale-Revised. A subset of participants completed the PTSD Checklist for Diagnostic and Statistical Manual of Mental Disorders (Fifth Edition). All analyses were for the intention-to-treat population and included all randomized participants. Results Among 126 randomized participants (66 in the EAET group and 60 in the CBT group; mean [SD] age, 71.9 [5.9] years; 116 [92%] male), 111 (88%) completed posttreatment, and 104 (82%) completed the 6-month follow-up. The EAET was superior to CBT for the primary outcome of reduction in pain severity at posttreatment (estimate, -1.59 [95% CI, -2.35 to -0.83]; P < .001) and follow-up (estimate, -1.01 [95% CI, -1.78 to -0.24]; P = .01). A greater percentage of participants in EAET vs CBT had clinically significant (at least 30%) pain reduction (63% vs 17%; odds ratio, 21.54 [95% CI, 4.66-99.56]; P < .001) at posttreatment. In addition, EAET was superior to CBT on 50% pain reduction (35% vs 7%; odds ratio, 11.77 [95% CI, 2.38-58.25]; P = .002), anxiety (estimate, -2.49 [95% CI, -4.30 to -0.68]; P = .006), depression (estimate, -3.06 [95% CI, -5.88 to -0.25]; P = .03), general life satisfaction (estimate, 1.23 [95% CI, 0.36-2.10]; P = .005), PTSD symptoms (estimate, -4.39 [95% CI, -8.44 to -0.34]; P = .03), PGIC score (estimate, 1.46 [95% CI, 0.77-2.15]; P < .001), and global treatment satisfaction (estimate, 0.28 [95% CI, 0.12-0.45]; P < .001) at posttreatment. Higher baseline depression (estimate, -1.55 [95% CI, -0.37 to 2.73]; P < .001), anxiety (estimate, -1.53 [95% CI, -2.19 to -0.88]; P < .001), and PTSD symptoms (estimate, -1.69 [95% CI, -2.96 to -0.42]; P = .009) moderated greater reduction in pain severity after EAET but not CBT. Conclusions and Relevance The results of this randomized clinical trial suggest that EAET may be a preferred intervention for medically and psychiatrically complex patients with pain. The societal burden of chronic pain could be improved by further incorporating the principles of EAET into mainstream clinical pain medicine. Trial Registration ClinicalTrials.gov Identifier: NCT03918642.
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Affiliation(s)
- Brandon C. Yarns
- Department of Mental Health, VA Greater Los Angeles Healthcare System, California
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles
| | - Nicholas J. Jackson
- Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles
| | - Alexander Alas
- Department of Mental Health, VA Greater Los Angeles Healthcare System, California
| | - Rebecca J. Melrose
- Department of Mental Health, VA Greater Los Angeles Healthcare System, California
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles
| | - Mark A. Lumley
- Department of Psychology, Wayne State University, Detroit, Michigan
| | - David L. Sultzer
- Department of Mental Health, VA Greater Los Angeles Healthcare System, California
- Department of Psychiatry and Human Behavior, University of California, Irvine School of Medicine, Irvine
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Sturgeon JA, Zubieta C, Kaplan CM, Pierce J, Arewasikporn A, Slepian PM, Hassett AL, Trost Z. Broadening the Scope of Resilience in Chronic Pain: Methods, Social Context, and Development. Curr Rheumatol Rep 2024; 26:112-123. [PMID: 38270842 PMCID: PMC11528306 DOI: 10.1007/s11926-024-01133-0] [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] [Accepted: 01/16/2024] [Indexed: 01/26/2024]
Abstract
PURPOSE OF REVIEW A wellspring of new research has offered varying models of resilience in chronic pain populations; however, resilience is a multifaceted and occasionally nebulous construct. The current review explores definitional and methodological issues in existing observational and clinical studies and offers new directions for future studies of pain resilience. RECENT FINDINGS Definitions of pain resilience have historically relied heavily upon self-report and from relatively narrow scientific domains (e.g., positive psychology) and in narrow demographic groups (i.e., Caucasian, affluent, or highly educated adults). Meta-analytic and systematic reviews have noted moderate overall quality of resilience-focused assessment and treatment in chronic pain, which may be attributable to these narrow definitions. Integration of research from affiliated fields (developmental models, neuroimaging, research on historically underrepresented groups, trauma psychology) has the potential to enrich current models of pain resilience and ultimately improve the empirical and clinical utility of resilience models in chronic pain.
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Affiliation(s)
- John A Sturgeon
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA.
| | - Caroline Zubieta
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Chelsea M Kaplan
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Jennifer Pierce
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Anne Arewasikporn
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - P Maxwell Slepian
- Department of Anesthesia and Pain Management, Toronto General Hospital, Toronto, CA, USA
| | - Afton L Hassett
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Zina Trost
- Department of Psychology, Texas A&M University, College Station, TX, USA
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Minhas D. Pain mechanisms for the practicing rheumatologist. Best Pract Res Clin Rheumatol 2024; 38:101942. [PMID: 38521633 DOI: 10.1016/j.berh.2024.101942] [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: 03/10/2024] [Accepted: 03/16/2024] [Indexed: 03/25/2024]
Abstract
Pain in rheumatic diseases transcends the traditional nociceptive paradigm, incorporating complex interactions between nociceptive, neuropathic, and nociplastic mechanisms, as well as significant psychosocial factors. Advances in understanding chronic pain highlight the role of peripheral and central sensitization, and the emergence of nociplastic pain-a result of altered central nervous system processing. This modern perspective acknowledges the influence of mood disorders, environmental stressors, and cognitive patterns like catastrophizing, revealing the intricate interplay between biological, psychological, and social determinants of pain. Research emphasizes the brain's pivotal role in pain perception, underscoring the importance of comprehensive approaches that integrate medical, psychological, and social interventions to address the multifaceted nature of chronic pain in rheumatic diseases effectively.
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Affiliation(s)
- Deeba Minhas
- Department of Internal Medicine, Division of Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA.
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Cheema H, Brophy R, Collins J, Cox CL, Guermazi A, Kumara M, Levy BA, MacFarlane L, Mandl LA, Marx R, Selzer F, Spindler K, Katz JN, Murray EJ. Causal relationships between pain, medical treatments, and knee osteoarthritis: A graphical causal model to guide analyses. Osteoarthritis Cartilage 2024; 32:319-328. [PMID: 37939895 DOI: 10.1016/j.joca.2023.10.007] [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] [Received: 06/15/2023] [Revised: 09/15/2023] [Accepted: 10/24/2023] [Indexed: 11/10/2023]
Abstract
OBJECTIVE Randomized controlled trials (RCTs) are a gold standard for estimating the benefits of clinical interventions, but their decision-making utility can be limited by relatively short follow-up time. Longer-term follow-up of RCT participants is essential to support treatment decisions. However, as time from randomization accrues, loss to follow-up and competing events can introduce biases and require covariate adjustment even for intention-to-treat effects. We describe a process for synthesizing expert knowledge and apply this to long-term follow-up of an RCT of treatments for meniscal tears in patients with knee osteoarthritis (OA). METHODS We identified 2 post-randomization events likely to impact accurate assessment of pain outcomes beyond 5 years in trial participants: loss to follow-up and total knee replacement (TKR). We conducted literature searches for covariates related to pain and TKR in individuals with knee OA and combined these with expert input. We synthesized the evidence into graphical models. RESULTS We identified 94 potential covariates potentially related to pain and/or TKR among individuals with knee OA. Of these, 46 were identified in the literature review and 48 by expert panelists. We determined that adjustment for 50 covariates may be required to estimate the long-term effects of knee OA treatments on pain. CONCLUSION We present a process for combining literature reviews with expert input to synthesize existing knowledge and improve covariate selection. We apply this process to the long-term follow-up of a randomized trial and show that expert input provides additional information not obtainable from literature reviews alone.
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Affiliation(s)
- Haadiya Cheema
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA; Department of Health Sciences, Sargent College, Boston University, Boston, MA, USA
| | - Robert Brophy
- Washington University School of Medicine, St. Louis, MO, USA
| | - Jamie Collins
- Orthopedic and Arthritis Center for Outcomes Research, Department of Orthopedic Surgery, Brigham Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Charles L Cox
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ali Guermazi
- VA Boston Healthcare System, Boston, MA, USA; Boston University School of Medicine, Boston, MA, USA
| | - Mahima Kumara
- Orthopedic and Arthritis Center for Outcomes Research, Department of Orthopedic Surgery, Brigham Women's Hospital, Boston, MA, USA
| | | | - Lindsey MacFarlane
- Orthopedic and Arthritis Center for Outcomes Research, Department of Orthopedic Surgery, Brigham Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Lisa A Mandl
- Division of Rheumatology and Department of Medicine, Hospital for Special Surgery and Weill Cornell Medicine, New York, NY, USA
| | - Robert Marx
- Department of Orthopedic Surgery, Hospital for Special Surgery, Weill Cornell Medicine, New York, NY, USA
| | - Faith Selzer
- Orthopedic and Arthritis Center for Outcomes Research, Department of Orthopedic Surgery, Brigham Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | | | - Jeffrey N Katz
- Orthopedic and Arthritis Center for Outcomes Research, Department of Orthopedic Surgery, Brigham Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Eleanor J Murray
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
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Incollingo Rodriguez AC, Nephew BC, Polcari JJ, Melican V, King JA, Gardiner P. Race-Based Differences in the Response to a Mindfulness Based Integrative Medical Group Visit Intervention for Chronic Pain. GLOBAL ADVANCES IN INTEGRATIVE MEDICINE AND HEALTH 2024; 13:27536130241254793. [PMID: 38765807 PMCID: PMC11100402 DOI: 10.1177/27536130241254793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 04/22/2024] [Accepted: 04/26/2024] [Indexed: 05/22/2024]
Abstract
Background Chronic pain is one of the most common drivers of healthcare utilization and a marked domain for health disparities, as African American/Black populations experience high rates of chronic pain. Integrative Medical Group Visits (IMGV) combine mindfulness techniques, evidence-based integrative medicine, and medical group visits. In a parent randomized controlled trial, this approach was tested as an adjunct treatment in a diverse, medically underserved population with chronic pain and depression. Objective To determine race-based heterogeneity in the effects of a mindfulness based treatment for chronic pain. Methods This secondary analysis of the parent trial assessed heterogeneity of treatment effects along racialized identity in terms of primary patient-reported pain outcomes in a racially diverse sample suffering from chronic pain and depression. The analytic approach examined comorbidities and sociodemographics between racialized groups. RMANOVAs examined trajectories in pain outcomes (average pain, pain severity, and pain interference) over three timepoints (baseline, 9, and 21 weeks) between participants identifying as African American/Black (n = 90) vs White (n = 29) across both intervention and control conditions. Results At baseline, African American/Black participants had higher pain severity and had significantly different age, work status, and comorbidity profiles. RMANOVA models also identified significant race-based differences in the response to the parent IMGV intervention. There was reduced pain severity in African American/Black subjects in the IMGV condition from baseline to 9 weeks. This change was not observed in White participants over this time period. However, there was a reduction in pain severity in White participants over the subsequent interval from 9 to 21 week where IMGV had no significant effect in African American/Black subjects during this latter time period. Conclusion Interactions between pain and racialization require further investigation to understand how race-based heterogeneity in the response to integrative medicine treatments for chronic pain contribute to the broader landscape of health inequity.
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Affiliation(s)
| | - Benjamin C. Nephew
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Justin J. Polcari
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Veronica Melican
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Jean A. King
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Paula Gardiner
- Center for Mindfulness and Compassion, Cambridge Health Alliance, Cambridge MA, USA
- Department. of Family Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA
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Booker SQ, Merriwether EN, Powell-Roach K, Jackson S. From stepping stones to scaling mountains: overcoming racialized disparities in pain management. Pain Manag 2024; 14:5-12. [PMID: 38193345 PMCID: PMC10825727 DOI: 10.2217/pmt-2023-0098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 12/21/2023] [Indexed: 01/10/2024] Open
Affiliation(s)
- Staja Q Booker
- Department of Biobehavioral Nursing Science, University of Florida, College of Nursing, PO Box 100197, Gainesville, FL 32610, USA
| | - Ericka N Merriwether
- Department of Physical Therapy, New York University, NYU Steinhardt School of Culture, Education, & Human Development, NY 10010, USA
- Department of Medicine, NYU Grossman School of Medicine, NY 10010, USA
| | - Keesha Powell-Roach
- Department of Community & Population Health, University of Tennessee, Health Science Center, College of Nursing, College of Medicine, Genetics, Genomics & Informatics, Memphis, TN 38103, USA
| | - Simone Jackson
- Department of Biobehavioral Nursing Science, University of Florida, College of Nursing, PO Box 100197, Gainesville, FL 32610, USA
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Pham TV, Doorley J, Kenney M, Joo JH, Shallcross AJ, Kincade M, Jackson J, Vranceanu AM. Addressing chronic pain disparities between Black and White people: a narrative review of socio-ecological determinants. Pain Manag 2023; 13:473-496. [PMID: 37650756 PMCID: PMC10621777 DOI: 10.2217/pmt-2023-0032] [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: 03/27/2023] [Accepted: 08/10/2023] [Indexed: 09/01/2023] Open
Abstract
A 2019 review article modified the socio-ecological model to contextualize pain disparities among different ethnoracial groups; however, the broad scope of this 2019 review necessitates deeper socio-ecological inspection of pain within each ethnoracial group. In this narrative review, we expanded upon this 2019 article by adopting inclusion criteria that would capture a more nuanced spectrum of socio-ecological findings on chronic pain within the Black community. Our search yielded a large, rich body of literature composed of 174 articles that shed further socio-ecological light on how chronic pain within the Black community is influenced by implicit bias among providers, psychological and physical comorbidities, experiences of societal and institutional racism and biomedical distrust, and the interplay among these factors. Moving forward, research and public-policy development must carefully take into account these socio-ecological factors before scaling up pre-existing solutions with questionable benefit for the chronic pain needs of Black individuals.
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Affiliation(s)
- Tony V Pham
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - James Doorley
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Martha Kenney
- Department of Anesthesiology, Duke University Medical Centre, Durham, NC 27710, USA
| | - Jin Hui Joo
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Amanda J Shallcross
- Wellness & Preventative Medicine, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Michael Kincade
- Center for Alzheimer's Research & Treatment, Massachusetts Alzheimer's Disease Research Centre, Boston, MA 02129, USA
| | - Jonathan Jackson
- Department of Neurology, Harvard Medical School, Boston, MA 02115, USA
| | - Ana-Maria Vranceanu
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA 02114, USA
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