151
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Bouhassira D, Branders S, Attal N, Fernandes AM, Demolle D, Barbour J, Ciampi de Andrade D, Pereira A. Stratification of patients based on the Neuropathic Pain Symptom Inventory: development and validation of a new algorithm. Pain 2021; 162:1038-1046. [PMID: 33136982 DOI: 10.1097/j.pain.0000000000002130] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 10/05/2020] [Indexed: 12/13/2022]
Abstract
ABSTRACT The personalization of neuropathic pain treatment could be improved by identifying specific sensory phenotypes (ie, specific combinations of symptoms and signs) predictive of the response to different classes of drugs. A simple and reliable phenotyping method is required for such a strategy. We investigated the utility of an algorithm for stratifying patients into clusters corresponding to specific combinations of neuropathic symptoms assessed with the Neuropathic Pain Symptom Inventory (NPSI). Consistent with previous results, we first confirmed, in a cohort of 628 patients, the existence of a structure consisting of 3 clusters of patients characterized by higher NPSI scores for: pinpointed pain (cluster 1), evoked pain (cluster 2), or deep pain (cluster 3). From these analyses, we derived a specific algorithm for assigning each patient to one of these 3 clusters. We then assessed the clinical relevance of this algorithm for predicting treatment response, through post hoc analyses of 2 previous controlled trials of the effects of subcutaneous injections of botulinum toxin A. Each of the 97 patients with neuropathic pain included in these studies was individually allocated to one cluster, by applying the algorithm to their baseline NPSI responses. We found significant effects of botulinum toxin A relative to placebo in clusters 2 and 3, but not in cluster 1, suggesting that this approach was, indeed, relevant. Finally, we developed and performed a preliminary validation of a web-based version of the NPSI and algorithm for the stratification of patients in both research and daily practice.
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Affiliation(s)
- Didier Bouhassira
- Inserm U987, APHP, UVSQ, Paris-Saclay University, CHU Ambroise Pare, Boulogne-Billancourt, France
| | | | - Nadine Attal
- Inserm U987, APHP, UVSQ, Paris-Saclay University, CHU Ambroise Pare, Boulogne-Billancourt, France
| | - Ana Mercia Fernandes
- LIM-62, Hospital Das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | - Julio Barbour
- LIM-62, Hospital Das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Daniel Ciampi de Andrade
- LIM-62, Hospital Das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
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152
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Wilson AT, Riley JL, Bishop MD, Beneciuk JM, Godza M, Cruz-Almeida Y, Bialosky JE. A psychophysical study comparing massage to conditioned pain modulation: A single blind randomized controlled trial in healthy participants. J Bodyw Mov Ther 2021; 27:426-435. [PMID: 34391267 DOI: 10.1016/j.jbmt.2021.02.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 01/10/2021] [Accepted: 02/28/2021] [Indexed: 01/25/2023]
Abstract
INTRODUCTION Pain-inducing massage results in greater pain inhibition than pain free massage, suggesting a mechanism dependent on conditioned pain modulation (CPM). The purpose of this study was to test the hypothesis that pain inducing massage produces similar magnitude of reduction in pain sensitivity as a cold pressor task and that baseline conditioned pain modulation efficiency predicts pain inducing massage related hypoalgesia. METHODS Sixty healthy participants were randomly assigned to receive either pain inducing massage to the neck, cold pressor task to the hand, or pain free massage to the neck. Participants also underwent pre and immediate post-intervention quantitative sensory testing. A repeated measures ANCOVA determined between group differences in pain sensitivity changes. RESULTS Pain inducing massage used as a conditioning stimulus resulted in comparable experimental pain sensitivity changes as a cold pressor task (p > 0.05). Pain intensity during the intervention demonstrated a weak correlation (r = 0.20, p = 0.12) with changes in pain sensitivity at a remote site. Individuals with an efficient CPM at baseline who received the pain inducing massage displayed greater increases in pressure pain threshold compared to individuals with a less efficient CPM indicating the potential benefit of treatment stratification by mechanism. CONCLUSION Although pain inducing massage resulted in less self-reported pain than a cold pressor task, both resulted in similar magnitude of the CPM response, suggesting shared underlying mechanisms. Understanding mechanisms of interventions can move us closer to mechanistic based treatments for pain which is consistent with a personalized medicine approach to care.
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Affiliation(s)
- Abigail T Wilson
- University of Florida, College of Public Health & Health Professions, Department of Physical Therapy, Box 100154, UFHSC, Gainesville, FL, 32610-0154, USA.
| | - Joseph L Riley
- University of Florida College of Dentistry, Interim Associate Dean of Faculty Affairs, Director, Pain Clinical Research Unit, Pain Research & Intervention Center of Excellence, UF CTSI, University of Florida, Health Center Office, D2-148, Gainesville, FL, 32610-0404, USA.
| | - Mark D Bishop
- University of Florida, College of Public Health & Health Professions, Department of Physical Therapy, Box 100154, UFHSC, Gainesville, FL, 32610-0154, USA.
| | - Jason M Beneciuk
- University of Florida, College of Public Health & Health Professions, Department of Physical Therapy, Box 100154, UFHSC, Gainesville, FL, 32610-0154, USA; College of Public Health and Health Professions (University of Florida) Research Collaboration, USA.
| | - Mutsa Godza
- University of Florida, College of Public Health & Health Professions, Department of Physical Therapy, Box 100154, UFHSC, Gainesville, FL, 32610-0154, USA.
| | - Yenisel Cruz-Almeida
- University of Florida Term Professor, Colleges of Dentistry and Medicine, Associate Director, UF Pain Research & Intervention Center of Excellence, UF CTSI. PO Box 103628, 1329 SW 16th Street, Ste 5180, Gainesville, FL, USA.
| | - Joel E Bialosky
- University of Florida, College of Public Health & Health Professions, Department of Physical Therapy, Box 100154, UFHSC, Gainesville, FL, 32610-0154, USA; College of Public Health and Health Professions (University of Florida) Research Collaboration, USA.
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153
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Exposto FG, Bendixen KH, Ernberg M, Bach FW, Svensson P. Assessment of Pain Modulatory and Somatosensory Profiles in Chronic Tension-Type Headache Patients. PAIN MEDICINE 2021; 22:2356-2365. [DOI: 10.1093/pm/pnab084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Abstract
Objective
The aim of this study was to thoroughly phenotype a group of chronic tension-type headache (CTTH) patients.
Methods
Fifteen CTTH patients diagnosed according to the International Classification of Headache Disorders–3 and 15 healthy controls were included in this study. Furthermore, 70 healthy controls were included to establish normative values. Quantitative sensory testing (QST), including temporal summation of pain (TSP), conditioned pain modulation (CPM), and psychological and sleep variables, was assessed in a single session. TSP and CPM were then combined to build pain modulation profiles (PMP) for each individual.
Results
No difference was found between groups for PMP, TSP, and CPM. However, 10 CTTH patients showed a pronociceptive PMP, with 8 related to a deficient CPM and 2 to both a deficient CPM and increased TSP. Increased cold detection thresholds were the most common sensory disturbance found in CTTH patients. Significant differences were seen between groups for pain catastrophizing, depression, and sleep quality although not all patient’s scores were above the clinically meaningful cutoffs.
Conclusions
In summary, CTTH patients presented with different PMP. These PMP may be related to increased TSP, deficient CPM, alterations in thermal detection that may be related to autonomic dysregulation, or a combination of all three. Overall, this suggests that due to their heterogeneous pathophysiology, CTTH patients should be managed according to their underlying pathophysiology and not with a one-size-fits-all approach.
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Affiliation(s)
- Fernando G Exposto
- Section of Orofacial Pain and Jaw Function, Department of Dentistry, Aarhus University, Aarhus, Denmark
- Scandinavian Center for Orofacial Neurosciences (SCON), Aarhus, Denmark
| | - Karina H Bendixen
- Section of Orofacial Pain and Jaw Function, Department of Dentistry, Aarhus University, Aarhus, Denmark
- Scandinavian Center for Orofacial Neurosciences (SCON), Aarhus, Denmark
| | - Malin Ernberg
- Scandinavian Center for Orofacial Neurosciences (SCON), Aarhus, Denmark
- Department of Dental Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Flemming W Bach
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Peter Svensson
- Section of Orofacial Pain and Jaw Function, Department of Dentistry, Aarhus University, Aarhus, Denmark
- Scandinavian Center for Orofacial Neurosciences (SCON), Aarhus, Denmark
- Faculty of Odontology, Malmö University, Malmö, Sweden
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154
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Carlesso LC, Tousignant-Laflamme Y, Shaw W, Larivière C, Choinière M. Exploring pain phenotypes in workers with chronic low back pain: Application of IMMPACT recommendations. CANADIAN JOURNAL OF PAIN-REVUE CANADIENNE DE LA DOULEUR 2021; 5:43-55. [PMID: 33987523 PMCID: PMC7951157 DOI: 10.1080/24740527.2020.1870103] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background: Chronic low back pain (CLBP) is a major cause of disability globally. Stratified care has been proposed as a means to improve prognosis and treatment but is generally based on limited aspects of pain, including biopsychosocial drivers. Aims: Following Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials (IMMPACT) recommendations, the present study explored pain phenotypes with a sample of workers with CLBP, a population for which no pain phenotypes have been derived to date. Methods: A cross-sectional design was used with a sample of 154 workers with CLBP attending a rehabilitation clinic, recruited in person and from social media. Latent class analysis was used to identify subgroups of patients with different pain profiles based on ten pain indicators (pain variability, pain intensity, pain quality, somatization, sleep quality, depression, fatigue, pain catastrophizing, neuropathic pain, and central sensitization). Results: The majority of the sample (85%) were recruited through social media. Both the two-class and three-class solutions were found to be satisfactory in distinguishing phenotypes of workers with CLBP. Three variables proved particularly important in distinguishing between the pain phenotypes—pain quality, fatigue, and central sensitization—with higher scores on these indicators associated with pain phenotypes with higher pain burden. Increased chronic pain self-efficacy, work-related support, and perceived work abilities were protective risk factors for being in a higher pain burden class. Conclusions: The present study is the first to explore IMMPACT recommendations for pain phenotyping with workers with CLBP. Future prospective research will be needed to validate the proposed pain phenotypes.
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Affiliation(s)
- Lisa C Carlesso
- School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada.,School of Rehabilitation, Université de Montréal, Montréal, Quebec, Canada
| | - Yannick Tousignant-Laflamme
- School of Rehabilitation, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, Quebec, Canada.,Clinical Research of the Centre Hospitalier Universitaire de Sherbrooke (CRCHUS), Sherbrooke, Quebec, Canada
| | - William Shaw
- Division of Occupational and Environmental Medicine, Departments of Medicine and Public Health Sciences, University of Connecticut Health Center, Farmington, CT
| | - Christian Larivière
- Institut de recherche Robert-Sauvé en santé et en sécurité du travail (IRSST), Montreal, Quebec, Canada.,Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR), Institut universitaire sur la réadaptation en déficience physique de Montréal (IURDPM), Centre intégré universitaire de santé et de services sociaux du Centre-Sud-de-l'Ile-de-Montréal (CCSMTL), Montreal, Quebec, Canada
| | - Manon Choinière
- Department of Anesthesiology and Pain Medicine, Université de Montréal, Montreal, Quebec, Canada.,Research Center of the Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
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155
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Murphy JL, Palyo SA, Schmidt ZS, Hollrah LN, Banou E, Van Keuren CP, Strigo IA. The Resurrection of Interdisciplinary Pain Rehabilitation: Outcomes Across a Veterans Affairs Collaborative. PAIN MEDICINE 2021; 22:430-443. [PMID: 33496787 DOI: 10.1093/pm/pnaa417] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE Despite empirical support for interdisciplinary pain rehabilitation programs improving functioning and quality of life, access to this treatment approach has decreased dramatically over the last 20 years within the United States but has grown significantly in the Department of Veterans Affairs (VA). Between 2009 and 2019, VA pain rehabilitation programs accredited by the Commission on Accreditation of Rehabilitation Facilities increased 10-fold in the VA, expanding from two to 20. The aim of this collaborative observational evaluation was to examine patient outcomes across a subset of six programs at five sites. METHODS Outcomes were assessed using agreed-upon measures of patient-reported pain intensity, pain interference across various domains, pain catastrophizing, and sleep. RESULTS A total of 931 patients enrolled in the selected VA interdisciplinary pain programs, with 84.1% of participants completing the full course of treatment. Overall, all programs showed significant improvements from pretreatment to posttreatment in nearly all patient-reported outcomes. The effect sizes ranged from medium to large. Notably, the results demonstrate that positive outcomes were typical despite differences in structure and resources across programs. CONCLUSIONS The adverse impacts of opioid use have highlighted the importance of chronic pain treatment approaches that emphasize team-based care focused on functional improvements. This study represents the first and largest analysis of outcomes across chronic pain rehabilitation programs and demonstrates the need for increased access to similar comprehensive approaches to pain management across the health care system. Further, it suggests that a variety of structures may be effective, encouraging flexibility in adopting this interdisciplinary approach.
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Affiliation(s)
- Jennifer L Murphy
- James A. Haley Veterans' Hospital, Tampa, Florida, USA.,University of South Florida Morsani College of Medicine, Tampa, Florida, USA
| | - Sarah A Palyo
- San Francisco VA Health Care System, San Francisco, California, USA.,University of California, San Francisco, California, USA
| | | | | | | | | | - Irina A Strigo
- San Francisco VA Health Care System, San Francisco, California, USA.,University of California, San Francisco, California, USA
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156
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Schneider A, Hirth M. Pain Management in Chronic Pancreatitis: Summary of Clinical Practice, Current Challenges and Potential Contribution of the M-ANNHEIM Classification. Drugs 2021; 81:533-546. [PMID: 33587287 DOI: 10.1007/s40265-021-01472-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/23/2021] [Indexed: 01/06/2023]
Abstract
Abdominal pain, diarrhea with weight loss, and endocrine insufficiency represent the dominant symptoms of chronic pancreatitis (CP). High intensity of pain and constant pain have been shown to reduce quality of life in CP and may result in disability and increased health resource utilization. Various basic challenges and unanswered questions still exist regarding the treatment of pain in CP. Recently, limited evidence has been gained that early surgery for painful disease might be associated with better treatment results. Thus, timing of pancreatic surgery in painful disease represents a major issue that needs to be clarified in future studies. In this context, surveillance of patients is necessary in clinical practice. It appears that a generally accepted classification of the disease represents a major requirement for inter-institutional comparison of data with future progress in clinical research. Among recently proposed classification systems, the M-ANNHEIM classification system of CP with its recently presented M-ANNHEIM Surgery Score might be a useful tool to picture the course of the disease and to monitor treatment results. Future research is required to clarify the possible role of this system in the management of pain in CP. In the present article, we provide an overview of current status, challenges, and unanswered questions in the treatment of pain in CP, and we demonstrate the potential benefits of the M-ANNHEIM classification system in the management of painful CP.
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Affiliation(s)
- Alexander Schneider
- Department of Gastroenterology and Hepatology, Medical Center Bad Hersfeld-Rotenburg, Bad Hersfeld, Germany. .,Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany.
| | - Michael Hirth
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
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157
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Vaitkus A, Šipylaitė J. Qualitative Sensory Testing in Outcome Prediction of Transforaminal Epidural Steroid Injection for Chronic Painful Unilateral Lumbosacral Radiculopathy: Prospective Observational Study. Pain Pract 2021; 21:618-629. [PMID: 33502060 DOI: 10.1111/papr.12997] [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: 09/08/2020] [Revised: 01/11/2021] [Accepted: 01/15/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Transforaminal epidural steroid injection (TFESI) is widely practiced for the treatment of radicular pain. As its effectiveness is still subject to debate, a better patient selection for TFESI is necessary. We aimed to evaluate the potential of bedside-suitable qualitative sensory testing (QualST) to determine the early effectiveness of TFESI for the treatment of chronic lumbosacral radiculopathy (LSR)-related pain. METHODS Thirty-six patients with chronic painful unilateral LSR were evaluated in a prospective observational study using five standardized sensory tests (10 g monofilament, 200 to 400 mN brush, Lindblom rollers with controlled 25 and 40°C temperature, and 40 g neurological pin). Quality of sensory perceptions on the painful leg was compared to the non-painful leg and rated as normal sensitivity, hyposensitivity, or hypersensitivity. Pain and related characteristics were evaluated before TFESI, 1 week after and 4 weeks after intervention. RESULTS Seven sensory phenotypes were distinguished according to individual sets of sensory disturbances acquired with five sensory tests. Patients were grouped into four groups of allied phenotypes (normal sensitivity, hyposensitivity to 1 to 3 modalities, hyposensitivity to 4 to 5 modalities, and hypersensitivity). The whole study group showed significant improvement in most parameters of outcome measurements. Statistical analysis revealed some significant differences between sensory groups in patient-reported treatment effect scales after 4 weeks. We also detected significant differences between sensory groups in repeated measures after 1 and 4 weeks in some pain intensity characteristics and patient-reported treatment effect scales. CONCLUSION QualST might be clinically applicable for detecting patient subgroups that could differ in the early treatment results of radicular pain by TFESI.
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Affiliation(s)
- Alfredas Vaitkus
- Clinic of Anaesthesiology and Intensive Care, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania.,Centre of Anaesthesiology, Intensive Therapy and Pain Management, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
| | - Jūratė Šipylaitė
- Clinic of Anaesthesiology and Intensive Care, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania.,Centre of Anaesthesiology, Intensive Therapy and Pain Management, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
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158
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Murray CB, Patel KV, Twiddy H, Sturgeon JA, Palermo TM. Age differences in cognitive-affective processes in adults with chronic pain. Eur J Pain 2021; 25:1041-1052. [PMID: 33405280 DOI: 10.1002/ejp.1725] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Chronic pain is associated with significant physical and psychological impairments across the adult lifespan. However, there is a relative gap in knowledge on individual differences that predict pain-related functioning. The current study highlights one important source of individual variation: age. METHODS We used cross-sectional data from a large treatment-seeking cohort of 2,905 adults (M age = 46.6 [13.1]; 71.8% women) presenting to a tertiary pain centre in the United Kingdom to determine age differences in cognitive-affective processes (catastrophizing, acceptance, self-efficacy), including their differential patterns and effects on disability and depression. RESULTS Older adults (ages 65-75) were found to experience higher pain acceptance and pain self-efficacy compared to both middle-aged (ages 40-64) and young adult (ages 18-39) age groups. Older adults also experienced lower levels of catasophizing compared to middle-age adults. Testing age as a moderator, we found that the relationships of pain self-efficacy and acceptance with depression as well as the relationship between pain self-efficacy and disability were comparatively weakest among older adults and strongest among young adults. Similarly, the relationship between pain catastrophizing and depression was relatively stronger for young and middle-aged adults compared to older adults. CONCLUSIONS Age-related differences in psychological mechanisms that influence pain-related functioning present unique challenges and opportunities for scientists and clinicians to improve our understanding and treatment of pain across the lifespan. Additional work is needed to refine our knowledge of age-related differences in cognitive-affective, biopsychosocial dimensions of chronic pain and to develop and test the efficacy of age-tailored interventions. SIGNIFICANCE Our cross-sectional analysis of 2,905 treatment-seeking adults with chronic pain presenting to a tertiary care center in the United Kingdom revealed distinct age differences in cognitive-affective linked to disability and depression. This study contributes to the limited knowledge on age-related variance in psychological mechanisms underlying adjustment to chronic pain. Promising avenues for future research include refining our understanding of age-related differences in cognitive-affective, biopsychosocial dimensions of chronic pain and elucidating the most salient treatment targets among different age groups.
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Affiliation(s)
- Caitlin B Murray
- Center for Child Health, Behavior & Development, Seattle Children's Research Institute, Seattle, WA, USA
| | - Kushang V Patel
- Department of Anesthesiology & Pain Medicine, University of Washington, Seattle, WA, USA.,Division of Gerontology and Geriatric Medicine, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Hanah Twiddy
- Pain Management Programme, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - John A Sturgeon
- Department of Anesthesiology & Pain Medicine, University of Washington, Seattle, WA, USA
| | - Tonya M Palermo
- Center for Child Health, Behavior & Development, Seattle Children's Research Institute, Seattle, WA, USA.,Department of Anesthesiology & Pain Medicine, University of Washington, Seattle, WA, USA
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159
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Longtin C, Décary S, Cook CE, Martel MO, Lafrenaye S, Carlesso LC, Naye F, Tousignant-Laflamme Y. Optimizing management of low back pain through the pain and disability drivers management model: A feasibility trial. PLoS One 2021; 16:e0245689. [PMID: 33471827 PMCID: PMC7817044 DOI: 10.1371/journal.pone.0245689] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 12/30/2020] [Indexed: 12/19/2022] Open
Abstract
INTRODUCTION Self-reported levels of disability in individuals with low back pain (LBP) have not improved in the last decade. A broader perspective and a more comprehensive management framework may improve disability outcomes. We recently developed and validated the Low Back Pain and Disability Drivers Management (PDDM) model, which aims to identify the domains driving pain and disability to guide clinical decisions. The objectives of this study were to determine the applicability of the PDDM model to a LBP population and the feasibility of conducting a pragmatic trial, as well as to explore clinicians' perceived acceptability of the PDDM model's use in clinical settings. METHODS This study was an one-arm prospective feasibility trial. Participants included physiotherapists working with a population suffering from LBP and their patients aged 18 years or older presenting with a primary complaint of LBP that sought a new referral and deemed fit for rehabilitation from private and public clinical settings. Clinicians participated in a one-day workshop on the integration of the PDDM model into their clinical practice, and were asked to report various LBP-related outcomes via self-reported questionnaires (i.e., impact of pain on physical function, nervous system dysfunctions, cognitive-emotional factors, work disabilities) at baseline and at six-week follow-up. Physiotherapists' acceptability of the use of the PDDM model and appreciation of the training were assessed via semi-structured phone interviews. Analyses focused on a description of the model's applicability to a LBP population, feasibility outcomes and acceptability measures. RESULTS Applicablity of the PDDM model was confirmed since it successfully established the profile of patients according to the elements of each categories, and each of the 5 domains of the model was represented among the study sample. Trial was deemed feasible contingent upon few modifications as our predefined success criteria for the feasibility outcomes were met but feasibility issues pertaining to data collection were highlighted. Twenty-four (24) clinicians and 61 patients were recruited within the study's timeframe. Patient's attrition rate (29%) and clinicians' compliance to the study protocol were adequate. Clinicians' perceived acceptability of the use of the model in clinical settings and their appreciation of the training and online resources were both positive. Recommendations to improve the model's integration in clinical practice, content of the workshop and feasibility of data collection methods were identified for future studies. A positive effect for all patients' reported outcome measures were also observed. All outcome measures except for the PainDetect questionnaire showed a statistically significant reduction post-intervention (p<0.05). CONCLUSION These findings provide preliminary evidence of the potential of the PDDM model to optimize LBP management as well as conducting a future larger-scale pragmatic trial to determine its effectiveness. TRIAL REGISTRATION Clinicaltrial.gov: NCT03949179.
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Affiliation(s)
- Christian Longtin
- School of Rehabilitation, University of Shebrooke, Sherbrooke, Quebec, Canada
| | - Simon Décary
- Faculty of Medecine, Laval University, Quebec, Quebec, Canada
| | - Chad E. Cook
- Department of Orthopaedics, Duke University, Durham, North Carolina, United States of America
| | - Marc O. Martel
- Faculty of Dentistry & Departmet of Anesthesia, McGill University, Montreal, Quebec, Canada
| | - Sylvie Lafrenaye
- Faculty of Medecine, University of Sherbrooke, Quebec, Quebec, Canada
| | - Lisa C. Carlesso
- School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Florian Naye
- School of Rehabilitation, University of Shebrooke, Sherbrooke, Quebec, Canada
| | - Yannick Tousignant-Laflamme
- School of Rehabilitation, University of Shebrooke, Sherbrooke, Quebec, Canada
- Research Centre of the Centre Hospitalier Universitaire de Sherbrooke, Centre Intégré Universitaire de Santé et Services Sociaux de l’Estrie, Sherbrooke, Quebec, Canada
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160
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Murphy MC, Gibson W, Moseley GL, Rio EK. Are you translating research into clinical practice? What to think about when it does not seem to be working. Br J Sports Med 2021; 55:652-653. [PMID: 33431497 DOI: 10.1136/bjsports-2020-102369] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/23/2020] [Indexed: 01/30/2023]
Affiliation(s)
- Myles Calder Murphy
- School of Physiotherapy, The University of Notre Dame Australia, Fremantle, Western Australia, Australia .,School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia.,SportsMed Subiaco, St John of God Healthcare, Subiaco, Western Australia, Australia
| | - William Gibson
- School of Physiotherapy, The University of Notre Dame Australia, Fremantle, Western Australia, Australia
| | - G Lorimer Moseley
- IIMPACT in Health, University of South Australia, Adelaide, South Australia, Australia
| | - Ebonie Kendra Rio
- La Trobe Sport and Exercise Medicine Research Centre, La Trobe University, Bundoora, Victoria, Australia
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161
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Psychometric properties of Short Form-36 Health Survey, EuroQol 5-dimensions, and Hospital Anxiety and Depression Scale in patients with chronic pain. Pain 2021; 161:83-95. [PMID: 31568237 PMCID: PMC6940032 DOI: 10.1097/j.pain.0000000000001700] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Supplemental Digital Content is Available in the Text. This large-sample item response theory-based evaluation assessed the measurement properties of SF-36, EQ-5D, and hospital anxiety and depression scale for chronic pain patients in clinical settings. Recent research has highlighted a need for the psychometric evaluation of instruments targeting core domains of the pain experience in chronic pain populations. In this study, the measurement properties of Short Form-36 Health Survey (SF-36),EuroQol 5-dimensions (EQ-5D) and Hospital Anxiety and Depression Scale (HADS) were analyzed within the item response-theory framework based on data from 35,908 patients. To assess the structural validity of these instruments, the empirical representations of several conceptually substantiated latent structures were compared in a cross-validation procedure. The most structurally sound representations were selected from each questionnaire and their internal consistency reliability computed as a summary of their precision. Finally, questionnaire scores were correlated with each other to evaluate their convergent and discriminant validity. Our results supported that SF-36 is an acceptable measure of 2 independent constructs of physical and mental health. By contrast, although the approach to summarize the health-related quality of life construct of EQ-5D as a unidimensional score was valid, its low reliability rendered practical model implementation of doubtful utility. Finally, rather than being separated into 2 subscales of anxiety and depression, HADS was a valid and reliable measure of overall emotional distress. In support of convergent and discriminant validity, correlations between questionnaires showed that theoretically similar traits were highly associated, whereas unrelated traits were not. Our models can be applied to score SF-36 and HADS in chronic pain patients, but we recommend against using the EQ-5D model due to its low reliability. These results are useful for researchers and clinicians involved in chronic pain populations because questionnaires' properties determine their discriminating ability in patient status assessment.
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162
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Patel KV, Amtmann D, Jensen MP, Smith SM, Veasley C, Turk DC. Clinical outcome assessment in clinical trials of chronic pain treatments. Pain Rep 2021; 6:e784. [PMID: 33521482 PMCID: PMC7837993 DOI: 10.1097/pr9.0000000000000784] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 07/14/2019] [Accepted: 08/01/2019] [Indexed: 12/13/2022] Open
Abstract
Clinical outcome assessments (COAs) measure outcomes that are meaningful to patients in clinical trials and are critical for determining whether a treatment is effective. The objectives of this study are to (1) describe the different types of COAs and provide an overview of key considerations for evaluating COAs, (2) review COAs and other outcome measures for chronic pain treatments that are recommended by the Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials (IMMPACT) or other expert groups, and (3) review advances in understanding pain-related COAs that are relevant to clinical trials. The authors reviewed relevant articles, chapters, and guidance documents from the European Medicines Agency and U.S. Food and Drug Administration. Since the original core set of outcome measures were recommended by IMMPACT 14 years ago, several new advancements and publications relevant to the measurement or interpretation of COAs for chronic pain trials have emerged, presenting new research opportunities. Despite progress in the quality of measurement of several outcome domains for clinical trials of chronic pain, there remain some measurement challenges that require further methodological investigation.
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Affiliation(s)
- Kushang V. Patel
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, USA
| | - Dagmar Amtmann
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Mark P. Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Shannon M. Smith
- Departments of Anesthesiology and Perioperative Medicine, Obstetrics and Gynecology, and Psychiatry, University of Rochester, Rochester, NY, USA
| | | | - Dennis C. Turk
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, USA
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163
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Dworkin RH, Evans SR, Mbowe O, McDermott MP. Essential statistical principles of clinical trials of pain treatments. Pain Rep 2021; 6:e863. [PMID: 33521483 PMCID: PMC7837867 DOI: 10.1097/pr9.0000000000000863] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 09/08/2020] [Accepted: 09/09/2020] [Indexed: 01/13/2023] Open
Abstract
This article presents an overview of fundamental statistical principles of clinical trials of pain treatments. Statistical considerations relevant to phase 2 proof of concept and phase 3 confirmatory randomized trials investigating efficacy and safety are discussed, including (1) research design; (2) endpoints and analyses; (3) sample size determination and statistical power; (4) missing data and trial estimands; (5) data monitoring and interim analyses; and (6) interpretation of results. Although clinical trials of pharmacologic treatments are emphasized, the key issues raised by these trials are also directly applicable to clinical trials of other types of treatments, including biologics, devices, nonpharmacologic therapies (eg, physical therapy and cognitive-behavior therapy), and complementary and integrative health interventions.
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Affiliation(s)
- Robert H. Dworkin
- Departments of Anesthesiology and Perioperative Medicine, Neurology, and Psychiatry, and Center for Health + Technology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Scott R. Evans
- Department of Biostatistics and Bioinformatics and the Biostatistics Center, George, Washington University, Washington DC, USA
| | - Omar Mbowe
- Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Michael P. McDermott
- Departments of Biostatistics and Computational Biology and Neurology, and Center for Health + Technology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
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164
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Dworkin RH, Kerns RD, McDermott MP, Turk DC, Veasley C. The ACTTION Guide to Clinical Trials of Pain Treatments, part II: mitigating bias, maximizing value. Pain Rep 2021; 6:e886. [PMID: 33521484 PMCID: PMC7838005 DOI: 10.1097/pr9.0000000000000886] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 11/14/2020] [Indexed: 12/28/2022] Open
Abstract
Summaries of the articles included in part II of the ACTTION Guide to Clinical Trials of Pain Treatments are followed by brief overviews of methodologic considerations involving precision pain medicine, pragmatic clinical trials, real world evidence, and patient engagement in clinical trials.
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Affiliation(s)
- Robert H. Dworkin
- Departments of Anesthesiology and Perioperative Medicine, Neurology, and Psychiatry, Center for Health + Technology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Robert D. Kerns
- Departments of Psychiatry, Neurology, and Psychology, Yale University, New Haven, CT, USA
| | - Michael P. McDermott
- Departments of Biostatistics and Computational Biology and Neurology, Center for Health + Technology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Dennis C. Turk
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, USA
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165
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Design and conduct of confirmatory chronic pain clinical trials. Pain Rep 2020; 6:e845. [PMID: 33511323 PMCID: PMC7837951 DOI: 10.1097/pr9.0000000000000854] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 08/07/2020] [Accepted: 08/19/2020] [Indexed: 12/30/2022] Open
Abstract
The purpose of this article is to provide readers with a basis for understanding the emerging science of clinical trials and to provide a set of practical, evidence-based suggestions for designing and executing confirmatory clinical trials in a manner that minimizes measurement error. The most important step in creating a mindset of quality clinical research is to abandon the antiquated concept that clinical trials are a method for capturing data from clinical practice and shifting to a concept of the clinical trial as a measurement system, consisting of an interconnected set of processes, each of which must be in calibration for the trial to generate an accurate and reliable estimate of the efficacy (and safety) of a given treatment. The status quo of inaccurate, unreliable, and protracted clinical trials is unacceptable and unsustainable. This article gathers aspects of study design and conduct under a single broad umbrella of techniques available to improve the accuracy and reliability of confirmatory clinical trials across traditional domain boundaries.
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166
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Variability in experimental pain studies: nuisance or opportunity? Br J Anaesth 2020; 126:e61-e64. [PMID: 33341221 DOI: 10.1016/j.bja.2020.11.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 11/05/2020] [Accepted: 11/05/2020] [Indexed: 12/21/2022] Open
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167
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Kong JT. Electroacupuncture for Treating Chronic Low-Back Pain: Preliminary Research Results. Med Acupunct 2020; 32:396-397. [PMID: 33362897 DOI: 10.1089/acu.2020.1495] [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: 11/13/2022] Open
Abstract
This report, prepared by a lead researcher, describes 2 independent, but similarly designed, clinical trials that were conducted to investigate the effectiveness, mechanisms, and predictors of electroacupuncture (EA) for treating chronic low-back pain (CLBP). Both trials recruited adults (ages 21-65) who had CLBP with an intensity ≥4/10 and a duration ≥6 months. Verum EA or sham EA was administered twice per week for 6-8 weeks. The common outcome between the 2 studies was the patients' responses to the Roland Morris Disability Questionnaire. Using least absolute shrinkage and selection operator (LASSO), the authors were able to predict clinical outcome in the second study by using a prediction model based on data from the first study. This work demonstrated the feasibility of predicting clinical outcomes when using acupuncture for treating CLBP.
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Affiliation(s)
- Jiang-Ti Kong
- Department of Anesthesiology, Perioperative and Pain Medicine, Division of Pain Medicine, Stanford University School of Medicine, Stanford, California, USA
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168
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Quinlan J, Willson H, Grange K. Hopes and fears before opioid tapering: a quantitative and qualitative study of patients with chronic pain and long-term opioids. Br J Pain 2020; 15:120-128. [PMID: 34055333 DOI: 10.1177/2049463720974053] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Background It is clear that the risks of opioids in chronic pain outweigh the benefits, creating a drive for clinicians to support patients taper and stop long-term opioids. However, it is not known how patients who have been taking these medicines for months or years feel about reducing them. Using quantitative and qualitative data, this study describes the psychological complexity of these patients and examines their hopes and fears before opioid reduction. Methods Sixty patients attending the opioid clinic completed psychological and pain questionnaires, providing quantitative data, just before they commenced opioid tapering. They scored the severity of opioid side effects and completed a free text framework to express their beliefs about stopping or continuing opioids. A phenomenological approach was used to identify common qualitative themes. Results Most patients were taking opioid doses above the UK recommended maximum dose and reported severe pain with high pain interference. Over 80% of patients described significant depression and 60% significant anxiety. Negative themes around stopping opioids were more common than positive ones, with 63% patients fearing increased pain. A quarter of patients referred to addiction and 16% feared withdrawal. Five patients hoped for a better quality of life; seven feared a worse one. Opioid side effects were common and severe. Conclusion Patients with chronic pain taking long-term opioids demonstrate high psychological distress and low self-efficacy. Their concerns around opioid tapering relate to pain, quality of life and withdrawal. Identifying and addressing patients' individual concerns should increase the likelihood of successful opioid tapering.
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Affiliation(s)
- Jane Quinlan
- Nuffield Division of Anaesthetics, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
- Pain Management Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Heather Willson
- Pain Management Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Katheryn Grange
- Nuffield Division of Anaesthetics, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
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169
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Schneider S, Junghaenel DU, Broderick JE, Ono M, May M, Stone AA. II. Indices of Pain Intensity Derived From Ecological Momentary Assessments and Their Relationships With Patient Functioning: An Individual Patient Data Meta-analysis. THE JOURNAL OF PAIN 2020; 22:371-385. [PMID: 33203516 DOI: 10.1016/j.jpain.2020.10.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Pain intensity is a complex and dynamic experience. A focus on assessing patients' average pain levels may miss important aspects of pain that impact functioning in daily life. In this second of 3 articles investigating alternative indices of pain intensity derived from Ecological Momentary Assessments (EMA), we examine the indices' associations with physical and psychosocial functioning. EMA data from 10 studies (2,660 patients) were reanalyzed to construct indices of Average Pain, Maximum Pain, Minimum Pain, Pain Variability, Time in High Pain, Time in Low Pain, Pain after Wake-up. Three sets of individual patient data meta-analyses examined 1) the test-retest reliability of the pain indices, 2) their convergent validity in relation to physical functioning, fatigue, depression, mental health, and social functioning, and 3) the incremental validity of alternative indices above Average Pain. Reliabilities approaching or exceeding a level of .7 were observed for all indices, and most correlated significantly with all functioning domains, with small to medium effect sizes. Controlling for Average Pain, Maximum Pain and Pain Variability uniquely predicted all functioning measures, and Time in High Pain predicted physical and social functioning. We suggest that alternative pain indices can provide new perspectives for understanding functioning in chronic pain. PERSPECTIVE: Alternative summary measures of pain intensity derived from EMA have the potential to help better understand patients' pain experience. Utilizing EMA for the assessment of Maximum Pain, Pain Variability, and Time in High Pain may provide an enhanced window into the relationships between pain and patients' physical and psychosocial functioning.
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Affiliation(s)
- Stefan Schneider
- Dornsife Center for Self-Report Science, University of Southern California, California.
| | - Doerte U Junghaenel
- Dornsife Center for Self-Report Science, University of Southern California, California
| | - Joan E Broderick
- Dornsife Center for Self-Report Science, University of Southern California, California
| | - Masakatsu Ono
- Dornsife Center for Self-Report Science, University of Southern California, California
| | - Marcella May
- Dornsife Center for Self-Report Science, University of Southern California, California
| | - Arthur A Stone
- Dornsife Center for Self-Report Science, University of Southern California, California; Deparment of Psychology, University of Southern California, California
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170
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Smith SS, Kitterick PT, Scutt P, Baguley DM, Pierzycki RH. An exploration of psychological symptom-based phenotyping of adult cochlear implant users with and without tinnitus using a machine learning approach. PROGRESS IN BRAIN RESEARCH 2020; 260:283-300. [PMID: 33637224 DOI: 10.1016/bs.pbr.2020.10.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The identification of phenotypes within populations with troublesome tinnitus is an important step towards individualizing tinnitus treatments to achieve optimal outcomes. However, previous application of clustering algorithms has called into question the existence of distinct tinnitus-related phenotypes. In this study, we attempted to characterize patients' symptom-based phenotypes as subpopulations in a Gaussian mixture model (GMM), and subsequently performed a comparison with tinnitus reporting. We were able to effectively evaluate the statistical models using cross-validation to establish the number of phenotypes in the cohort, or a lack thereof. We examined a cohort of adult cochlear implant (CI) users, a patient group for which a relation between psychological symptoms (anxiety, depression, or insomnia) and trouble tinnitus has previously been shown. Accordingly, individual item scores on the Hospital Anxiety and Depression Scale (HADS; 14 items) and the Insomnia Severity Index (ISI; 7 items) were selected as features for training the GMM. The resulting model indicated four symptom-based subpopulations, some primarily linked to one major symptom (e.g., anxiety), and others linked to varying severity across all three symptoms. The presence of tinnitus was self-reported and tinnitus-related handicap was characterized using the Tinnitus Handicap Inventory. Specific symptom profiles were found to be significantly associated with CI users' tinnitus characteristics. GMMs are a promising machine learning tool for identifying psychological symptom-based phenotypes, which may be relevant to determining appropriate tinnitus treatment.
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Affiliation(s)
- Samuel S Smith
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom.
| | - Pádraig T Kitterick
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom; National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, University of Nottingham, Ropewalk House, Nottingham, United Kingdom; Nottingham University Hospitals NHS Trust, Queens Medical Centre, Nottingham, United Kingdom
| | - Polly Scutt
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom; National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, University of Nottingham, Ropewalk House, Nottingham, United Kingdom
| | - David M Baguley
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom; National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, University of Nottingham, Ropewalk House, Nottingham, United Kingdom; Nottingham University Hospitals NHS Trust, Queens Medical Centre, Nottingham, United Kingdom
| | - Robert H Pierzycki
- Hearing Sciences, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, United Kingdom; National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, University of Nottingham, Ropewalk House, Nottingham, United Kingdom
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171
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Patient and Disease Characteristics Associate With Sensory Testing Results in Chronic Pancreatitis. Clin J Pain 2020; 35:786-793. [PMID: 31268890 PMCID: PMC6693925 DOI: 10.1097/ajp.0000000000000740] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Abdominal pain is the most common symptom in chronic pancreatitis (CP) and has an extensive impact on patients' lives. Quantitative sensory testing (QST) provides information on sensitivity to pain and mechanisms that can help quantify pain and guide treatment. The aims of this study were (1) to explore sensitivity to pain in patients with CP using QST and (2) to associate patient and disease characteristics with QST results. METHODS Ninety-one patients with painful CP and 28 healthy control participants completed a QST paradigm using static tests (muscle pressure stimulation and electrical skin stimulations) to unravel segmental and widespread hyperalgesia as a consequence of visceral pain. A dynamic conditioned pain modulation (CPM) paradigm was used as a proxy of pain modulation from the brainstem to inhibit incoming nociceptive barrage, and questionnaires were used to gather information on pain experience and quality of life. RESULTS Patients had impaired CPM compared with controls (18.0±29.3% vs. 30.9±29.3%, P=0.04) and were hypersensitive to pressure stimulation, specifically in the pancreatic (Th10) dermatome (P<0.001). The capacity of CPM was associated with clinical pain intensity (P=0.01) and (in the univariate analysis only) the use of opioids was associated with hyperalgesia to pressure stimulation (P<0.05). CONCLUSIONS Sensitivity to pain in CP patients can be characterized by a simple bedside QST. Severe clinical pain in CP was associated with reduced CPM function and should be targeted in management.
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172
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Lam J, Svensson P, Alstergren P. Internet-Based Multimodal Pain Program With Telephone Support for Adults With Chronic Temporomandibular Disorder Pain: Randomized Controlled Pilot Trial. J Med Internet Res 2020; 22:e22326. [PMID: 33048053 PMCID: PMC7592067 DOI: 10.2196/22326] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 08/10/2020] [Accepted: 08/18/2020] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Chronic pain from temporomandibular disorders remains an undertreated condition with debate regarding the most effective treatment modalities. OBJECTIVE The aim of the study was to investigate the treatment effect of an internet-based multimodal pain program on chronic temporomandibular disorder pain and evaluate the feasibility of a larger randomized controlled trial. METHODS An unblinded randomized controlled pilot trial was conducted with 43 participants (34 females, 9 males; median age 27, IQR 23-37 years) with chronic temporomandibular pain. Participants were recruited within the Public Dental Health Service and randomized to intervention (n=20) or active control (n=23). The intervention comprised a dentist-assisted internet-based multimodal pain program with 7 modules based on cognitive behavior therapy and self-management principles. The control group received conventional occlusal splint therapy. Primary outcomes included characteristic pain intensity, pain-related disability, and jaw functional limitation. Secondary outcomes were depression, anxiety, catastrophizing, and stress. Outcomes were self-assessed through questionnaires sent by mail at 3 and 6 months after treatment start. Feasibility evaluation included testing the study protocol and estimation of recruitment and attrition rates in the current research setting. RESULTS Only 49% of participants (21/43) provided data at the 6-month follow-up (internet-based multimodal pain program: n=7; control: n=14). Of the 20 participants randomized to the internet-based multimodal pain program, 14 started treatment and 8 completed all 7 modules of the program. Between-group analysis showed no significant difference for any outcome measure at 3- or 6-month follow-up-characteristic pain intensity (3 months: P=.58; 6 months: P=.41), pain-related disability (3 months: P=.51; 6 months: P=.12), jaw functional limitation (3 months: P=.45; 6 months: P=.90), degree of depression (3 months: P=.64; 6 months: P=.65), anxiety (3 months: P=.93; 6 months: P=.31), stress (3 months: P=.66; 6 months: P=.74), or catastrophizing (3 months: P=.86; 6 months: P=.85). Within-group analysis in the internet-based multimodal pain program group showed a significant reduction in jaw functional limitation score at the 6-month follow-up compared to baseline (Friedman: χ2=10.2, P=.04; Wilcoxon: z=-2.3, P=.02). In the occlusal splint group, jaw function limitation was also reduced at the 6-month follow-up (Friedman: χ2=20.0, P=.045; Wilcoxon: z=-2.3, P=.02), and there was a reduction in characteristic pain intensity at the 3- and 6-month follow-up (Friedman: χ2=25.1, P=.01; Wilcoxon 3 months: z=-3.0, P=.003; Wilcoxon 6 months: z=-3.3, P=.001). CONCLUSIONS This study was not able to demonstrate a difference in treatment outcome between an internet-based multimodal pain program and occlusal splint therapy in patients with chronic temporomandibular pain. However, the findings suggested that the internet-based multimodal pain program improves jaw function. The results also confirmed the treatment effect of occlusal splint therapy for chronic temporomandibular pain. Furthermore, because of the high attrition rate, this pilot study showed that a randomized controlled trial with this design is not feasible. TRIAL REGISTRATION ClinicalTrials.gov NCT04363762; https://clinicaltrials.gov/show/NCT04363762.
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Affiliation(s)
- Julia Lam
- Department of Orofacial Pain and Jaw Function, Faculty of Odontology, Malmö, Sweden.,Folktandvården Skåne AB, Hässleholm and Lund, Sweden.,Scandinavian Center for Orofacial Neurosciences (SCON), Malmö, Sweden
| | - Peter Svensson
- Department of Orofacial Pain and Jaw Function, Faculty of Odontology, Malmö, Sweden.,Scandinavian Center for Orofacial Neurosciences (SCON), Aarhus, Denmark.,Department of Orofacial Pain and Jaw Function, Faculty of Health, Aarhus University, Aarhus, Denmark
| | - Per Alstergren
- Department of Orofacial Pain and Jaw Function, Faculty of Odontology, Malmö, Sweden.,Scandinavian Center for Orofacial Neurosciences (SCON), Malmö, Sweden.,Specialized Pain Rehabilitation, Skåne University Hospital, Lund, Sweden
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173
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Jensen EK, Bäckryd E, Hilden J, Werner MU. Trajectories in severe persistent pain after groin hernia repair: a retrospective analysis. Scand J Pain 2020; 21:70-80. [DOI: 10.1515/sjpain-2020-0104] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 07/27/2020] [Indexed: 01/04/2023]
Abstract
Abstract
Objectives
Severe persistent post-surgical pain (PPSP) remains a significant healthcare problem. In the third most common surgical procedure in the U.K., groin hernia repair, including 85,000 surgeries, estimated 1,500–3,000 patients will annually develop severe PPSP. While the trajectory of PPSP is generally considered a continuation of the acute post-surgery pain, recent data suggest the condition may develop with a delayed onset. This study evaluated pain-trajectories in a consecutive cohort referred from groin hernia repair-surgeons to a tertiary PPSP-center. Potential explanatory variables based on individual psychometric, sensory, and surgical profiles were analyzed.
Methods
Patients completed graphs on pain trajectories and questionnaires on neuropathic pain, pain-related functional assessments, and psychometrics. Surgical records and quantitative sensory testing profiles were obtained. Pain trajectories were normalized, and pre- and post-surgical segments were analyzed by a normalized area-under-the-curve (AUC) technique. Principal component analysis (PCA) was applied to the explanatory variables. Significant PCA-components were further examined using multiple logistic regression models.
Results
In 95 patients, the AUC identified groups of post-surgical pain trajectories (p<0.0001): group I (n=48), acute high-intensity pain progressing to PPSP; group II (n=28), delayed onset of PPSP; group III (n=7), repeat-surgery gradually inducing PPSP. Data from groups IV (n=3) and V (n=9) were not included in the statistical analysis due to small sample size and data heterogeneity, respectively. The PCA/logistic analyses indicated that neuropathic pain scores, composite pain scores, and pain-related functional assessments were explanatory variables for groups I and II.
Conclusions
Pain trajectories in PPSP after groin hernia repair are heterogeneous but can be classified into meaningful groups. Examination of pain trajectories, mirroring the transition from acute to severe persistent post-surgical pain, has the potential of uncovering clinically relevant pathophysiological mechanisms.
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Affiliation(s)
- Elisabeth Kjær Jensen
- Multidisciplinary Pain Center, Neuroscience Center , Copenhagen University Hospitals , Copenhagen , Denmark
| | - Emmanuel Bäckryd
- Pain and Rehabilitation Center, Department of Medical and Health Sciences , Linköping University , Linköping , Sweden
| | - Jørgen Hilden
- Section of Biostatistics, Copenhagen University , Copenhagen , Denmark
| | - Mads U. Werner
- Multidisciplinary Pain Center, Neuroscience Center , Copenhagen University Hospitals , Copenhagen , Denmark
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174
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Slade GD, Fillingim RB, Ohrbach R, Hadgraft H, Willis J, Arbes SJ, Tchivileva IE. COMT Genotype and Efficacy of Propranolol for TMD Pain: A Randomized Trial. J Dent Res 2020; 100:163-170. [PMID: 33030089 PMCID: PMC8163522 DOI: 10.1177/0022034520962733] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Propranolol is a nonselective β-adrenergic receptor antagonist that is
efficacious in reducing facial pain. There is evidence that its analgesic
efficacy might be modified by variants of the catechol-O-methyltransferase
(COMT) gene. We tested the hypothesis in a subset of 143
non-Hispanic Whites from a randomized controlled trial of patients with painful
temporomandibular disorder (TMD). Patients were genotyped for rs4680, a single
nucleotide polymorphism of COMT, and randomly allocated to
either propranolol 60 mg twice daily or placebo. During the 9-wk follow-up
period, patients recorded daily ratings of facial pain intensity and duration;
the product was computed as an index of facial pain. Postbaseline change in the
index at week 9 (the primary endpoint) was analyzed as a continuous variable and
dichotomized at thresholds of ≥30% and ≥50% reduction. Mixed models for repeated
measures tested for the genotype × treatment group interaction and estimated
means, odds ratios (ORs), and 95% confidence limits (95% CLs) of efficacy within
COMT genotypes assuming an additive genetic model. In
secondary analysis, the cumulative response curves were plotted for dichotomized
reductions ranging from ≥20% to ≥70%, and genotype differences in area under the
curve percentages (%AUC) were calculated to signify efficacy. Mean index
reduction did not differ significantly (P = 0.277) according to
genotype, whereas the dichotomized ≥30% reduction revealed greater efficacy
among G:G homozygotes (OR = 10.9, 95%CL = 2.4, 50.7) than among A:A homozygotes
(OR = 0.8, 95%CL = 0.2, 3.2) with statistically significant interaction
(P = 0.035). Cumulative response curves confirmed greater
(P = 0.003) efficacy for G:G homozygotes (%AUC difference =
43.7, 95%CL = 15.4, 72.1) than for A:A homozygotes (%AUC difference = 6.5, 95%CL
= -30.2, 43.2). The observed antagonistic effect of the A allele on
propranolol’s efficacy was opposite the synergistic effect hypothesized a
priori. This unexpected result highlights the need for better knowledge of
COMT’s role in pain pathogenesis if the gene is to be used
for precision-medicine treatment of TMD (ClinicalTrials.gov NCT02437383).
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Affiliation(s)
- G D Slade
- Center for Pain Research and Innovation, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - R B Fillingim
- Department of Community Dentistry and Behavioral Science, University of Florida, Gainesville, FL, USA
| | - R Ohrbach
- Department of Oral and Maxillofacial Surgery, University at Buffalo, State University of New York, Buffalo, NY, USA
| | | | | | | | - I E Tchivileva
- Center for Pain Research and Innovation, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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175
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Abstract
Supplemental Digital Content is available in the text. Objectives: The objectives of this study were to describe the 1-year trajectories of disabling subacute or persistent neck pain and to investigate whether baseline age, sex, pain characteristics, and depressive symptoms are associated with such trajectories. Study Design and Setting: Participants (n=617) included in a randomized controlled trial provided weekly pain intensity ratings by responding to text messages over 1 year. We used latent class mixed model analyses to identify clusters of individual trajectories. Thereafter, we used logistic regression to determine the association between baseline age, sex, pain characteristics, depressive symptoms and treatment, and trajectories of neck pain. Results: Six different clusters of trajectories were identified. Most participants (73%) followed a trajectory of decreasing pain throughout follow-up. The remaining experienced unfavorable trajectories: persistent pain of high intensity (22%) and slightly (3%) or highly (2%) fluctuating levels of pain reaching high levels of pain intensity. Pain intensity at baseline: odds ratio (OR): 3.76 (95% confidence interval [CI]: 2.49-5.68), depressive symptoms: OR: 3.46 (95% CI: 2.01-5.95), younger age: OR: 2.29 (95% CI: 1.48-3.54), female sex: OR: 1.51 (95% CI: 1.01-2.26), and sudden onset of pain: OR: 1.74 (95% CI: 1.13-2.69) were associated with unfavorable trajectories. Conclusions: Most individuals with disabling subacute or chronic neck pain show improvement in pain intensity over a year. However, a quarter present unfavorable trajectories. High pain intensity at baseline, depressive symptoms, younger age, female sex, and sudden onset of pain are factors associated with unfavorable trajectories.
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176
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Koulouris AE, Edwards RR, Dorado K, Schreiber KL, Lazaridou A, Rajan S, White J, Garcia J, Gibbons C, Freeman R. Reliability and Validity of the Boston Bedside Quantitative Sensory Testing Battery for Neuropathic Pain. PAIN MEDICINE (MALDEN, MASS.) 2020; 21:2336-2347. [PMID: 32895703 PMCID: PMC7593797 DOI: 10.1093/pm/pnaa192] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
OBJECTIVE Recent studies suggest that sensory phenotyping may provide critical information for the diagnosis and management of patients with chronic neuropathic pain (NP). However, many formal quantitative sensory testing (QST) paradigms require expensive equipment, a dedicated location, and substantial time commitments on the part of patient and examiner, highlighting the need for a convenient and portable "bedside" QST battery. We developed and tested a bedside QST battery in a sample of patients with chronic NP. METHODS Participants (N = 51) attended two in-person visits over approximately two weeks, during which they underwent QST using both laboratory-based equipment and simple, easily accessible bedside tools. Participants also completed questionnaires about their daily pain and NP symptoms. RESULTS Test-retest reliability estimates were highly statistically significant and did not differ between bedside (mean r = 0.60) and laboratory-based (mean r = 0.72) QST. Bedside QST variables and corresponding laboratory-based QST variables were highly correlated, suggesting adequate criterion validity for the bedside tests. CONCLUSIONS Results from the present study may have important implications for the sensory phenotyping and subsequent management of patients with chronic NP. Implementation of a protocol that uses inexpensive, portable, and convenient tools may allow for the application of QST in variety of clinical settings and advance NP research.
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Affiliation(s)
- Alexandra E Koulouris
- Department of Anesthesiology, Harvard Medical School, Brigham & Women’s Hospital, Boston, Massachusetts
| | - Robert R Edwards
- Department of Anesthesiology, Harvard Medical School, Brigham & Women’s Hospital, Boston, Massachusetts
| | - Kathleen Dorado
- Department of Anesthesiology, Harvard Medical School, Brigham & Women’s Hospital, Boston, Massachusetts
| | - Kristin L Schreiber
- Department of Anesthesiology, Harvard Medical School, Brigham & Women’s Hospital, Boston, Massachusetts
| | - Asimina Lazaridou
- Department of Anesthesiology, Harvard Medical School, Brigham & Women’s Hospital, Boston, Massachusetts
| | - Sharika Rajan
- Department of Neurology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Jeffrey White
- Department of Neurology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Jenniffer Garcia
- Department of Neurology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Christopher Gibbons
- Department of Neurology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Roy Freeman
- Department of Neurology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
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Reply. Pancreas 2020; 49:e82-e83. [PMID: 33003092 DOI: 10.1097/mpa.0000000000001641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
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178
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Wadley AL, Venter WDF, Moorhouse M, Akpomiemie G, Serenata C, Hill A, Sokhela S, Mqamelo N, Kamerman PR. High individual pain variability in people living with HIV: A graphical analysis. Eur J Pain 2020; 25:160-170. [PMID: 32939898 DOI: 10.1002/ejp.1658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 09/02/2020] [Accepted: 09/06/2020] [Indexed: 11/08/2022]
Abstract
BACKGROUND People living with HIV (PLWH) frequently experience pain. Following calls to analyse individual-level data in addition to group-level data in pain studies, we compared individual and group-level changes in pain prevalence, intensity and number of pain sites over 48 weeks in a large cohort of PLWH. This is the largest ever cohort study of pain in PLWH, and is the first to report pain at the level of the individual. METHODS Participants included all participants with complete pain records from a randomized clinical trial (RCT) for the treatment of HIV (n = 787/1053). At weeks 0, 12, 24, 36 and 48 we assessed participants' pain in the last week; presence of pain, and if present, the intensity and locations of the pain. We used standard averaging methods to describe data at the group level, and unique graphical reporting methods to analyse data at the level of the individual. RESULTS Group-level data demonstrated a trend for pain prevalence to decline over time (19% week 0, 12% week 48). Worst pain intensity remained stable (median between 4/10 and 5/10), as did the number (median = 1) and common sites of pain across the 48 weeks. In contrast, individual-level data demonstrated high intra-individual variability with regards to the presence of pain, and the intensity and location of the pain. CONCLUSIONS While our group-level data were similar to previous longitudinal studies, an apparent reduction in pain over 48 weeks, the individual-level data showed large variability within individuals in that same time frame. SIGNIFICANCE This graphical analysis highlights the high variability in pain (pain prevalence, intensity and body sites) across time in people living with HIV, and how presenting averaged data hides this important variability. Our data support the reporting of individual-level data in human experimental and observational studies.
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Affiliation(s)
- Antonia Louise Wadley
- Brain Function Research Group, School of Physiology, Faculty of Health Sciences, University of the Witwatersrand, South Africa
| | - Willem D F Venter
- Ezintsha, Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Michelle Moorhouse
- Ezintsha, Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Godspower Akpomiemie
- Ezintsha, Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Celicia Serenata
- Ezintsha, Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Andrew Hill
- Ezintsha, Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Simiso Sokhela
- Ezintsha, Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Noxolo Mqamelo
- Ezintsha, Wits Reproductive Health and HIV Institute, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Peter R Kamerman
- Brain Function Research Group, School of Physiology, Faculty of Health Sciences, University of the Witwatersrand, South Africa.,School of Pharmacy and Biological Sciences, Faculty of Health Sciences, Curtin University, Perth, WA, Australia
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Subgroups of Pediatric Patients With Functional Abdominal Pain: Replication, Parental Characteristics, and Health Service Use. Clin J Pain 2020; 36:897-906. [PMID: 32969866 DOI: 10.1097/ajp.0000000000000882] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVES Prior work in a cohort of youth with functional abdominal pain (FAP) identified patient subgroups (High Pain Dysfunctional, High Pain Adaptive, Low Pain Adaptive) that predicted differences in the course of FAP from childhood into young adulthood. We aimed to replicate these subgroups in a new sample of adolescents with FAP using the original classification algorithm and to extend subgroup characteristics to include parental characteristics and health service use. METHODS Adolescents (n=278; ages 11 to 17 y, 66% females) presenting to a gastroenterology clinic for abdominal pain, and their parents (92% mothers) completed self-report measures; adolescents also completed a 7-day pain diary. RESULTS The replicated patient subgroups exhibited distress and impairment similar to subgroups in the original sample. Moreover, in novel findings, the High Pain Dysfunctional subgroup differed from other subgroups by the predominance of mother-daughter dyads jointly characterized by high levels of anxiety, depressive symptoms, pain behavior, and pain catastrophizing. The High Pain Dysfunctional subgroup used more health care services than Low Pain Adaptive but did not differ from High Pain Adaptive. DISCUSSION Findings replicate and extend the original FAP classification and suggest that the subgroups have unique patient and parent features that may reflect distinct illness mechanisms requiring different treatments.
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Bruun-Plesner K, Blichfeldt-Eckhardt MR, Vaegter HB, Lauridsen JT, Amris K, Toft P. Low-Dose Naltrexone for the Treatment of Fibromyalgia: Investigation of Dose–Response Relationships. PAIN MEDICINE 2020; 21:2253-2261. [DOI: 10.1093/pm/pnaa001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
Objective
This study explores dose–response relationships when treating fibromyalgia with low-dose naltrexone.
Design
A single-blinded clinical trial was carried out using the “up-and-down” method.
Subjects
Subjects included women with a diagnosis of fibromyalgia aged 18–60 years who had been referred to treatment at a public pain clinic at a Danish university hospital.
Methods
The test doses were in the range 0.75–6 mg, and the dosing interval was 0.75 mg. The method was sequential and allowed predicting the dose effective in 50% (ED50) and 95% (ED95) of the subjects when the dose had shifted direction 10 times, and six pairs of “up-and-down” data were available.
Results
A total of 27 subjects were included in the study; two subjects were withdrawn. After inclusion of 25 evaluable subjects, the dose estimates were calculated as 3.88 mg for ED50 and 5.40 mg for ED95. As a secondary outcome, the effects on 10 common fibromyalgia symptoms were evaluated. A high interindividual variation was observed both in the symptom presentation at baseline and in which symptoms were reduced by low-dose naltrexone.
Conclusions
This study is the first to explore dose–response relationships in the treatment of fibromyalgia with low-dose naltrexone. Future placebo-controlled randomized clinical trials are needed, and according to our findings, 4.5 mg, which has previously been used, seems to be a relevant test dose. We recommend that future studies include additional nonpain fibromyalgia symptoms as outcome measures.
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Affiliation(s)
- Karin Bruun-Plesner
- Pain Research Group, Pain Centre, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
- Open Patient Data Explorative Network (OPEN), Odense University Hospital, Odense, Denmark
| | - Morten Rune Blichfeldt-Eckhardt
- Pain Research Group, Pain Centre, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Henrik Bjarke Vaegter
- Pain Research Group, Pain Centre, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Joergen T Lauridsen
- Department of Business and Economics, University of Southern Denmark, Odense, Denmark
| | - Kirstine Amris
- Department of Rheumatology, The Parker Institute, Copenhagen University Hospital, Bispebjerg-Frederiksberg, Denmark
| | - Palle Toft
- Department of Anesthesiology and Intensive Care, Odense University Hospital, Odense, Denmark
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Dagliati A, Plant D, Nair N, Jani M, Amico B, Peek N, Morgan AW, Isaacs J, Wilson AG, Hyrich KL, Geifman N, Barton A. Latent Class Trajectory Modeling of 2-Component Disease Activity Score in 28 Joints Identifies Multiple Rheumatoid Arthritis Phenotypes of Response to Biologic Disease-Modifying Antirheumatic Drugs. Arthritis Rheumatol 2020; 72:1632-1642. [PMID: 32475078 DOI: 10.1002/art.41379] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 05/21/2020] [Indexed: 01/15/2023]
Abstract
OBJECTIVE To determine whether using a reweighted disease activity score that better reflects joint synovitis, i.e., the 2-component Disease Activity Score in 28 joints (DAS28) (based on swollen joint count and C-reactive protein level), produces more clinically relevant treatment outcome trajectories compared to the standard 4-component DAS28. METHODS Latent class mixed modeling of response to biologic treatment was applied to 2,991 rheumatoid arthritis (RA) patients in whom treatment with a biologic disease-modifying antirheumatic drug was being initiated within the Biologics in Rheumatoid Arthritis Genetics and Genomics Study Syndicate cohort, using both 4-component and 2-component DAS28 scores as outcome measures. Patient groups with similar trajectories were compared in terms of pretreatment baseline characteristics (including disability and comorbidities) and follow-up characteristics (including antidrug antibody events, adherence to treatments, and blood drug levels). We compared the trajectories obtained using the 4- and 2-component scores to determine which characteristics were better captured by each. RESULTS Using the 4-component DAS28, we identified 3 trajectory groups, which is consistent with previous findings. We showed that the 4-component DAS28 captures information relating to depression. Using the 2-component DAS28, 7 trajectory groups were identified; among them, distinct groups of nonresponders had a higher incidence of respiratory comorbidities and a higher proportion of antidrug antibody events. We also identified a group of patients for whom the 2-component DAS28 scores remained relatively low; this group included a high percentage of patients who were nonadherent to treatment. This highlights the utility of both the 4- and 2-component DAS28 for monitoring different components of disease activity. CONCLUSION Here we show that the 2-component modified DAS28 defines important biologic and clinical phenotypes associated with treatment outcome in RA and characterizes important underlying response mechanisms to biologic drugs.
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Affiliation(s)
- Arianna Dagliati
- Centre for Health Informatics and Manchester Molecular Pathology Innovation Centre, University of Manchester, Manchester, UK
| | - Darren Plant
- Versus Arthritis Centre for Genetics and Genomics, University of Manchester, NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, and Manchester Academic Health Science Centre, Manchester, UK
| | - Nisha Nair
- Versus Arthritis Centre for Genetics and Genomics, University of Manchester, Manchester, UK
| | - Meghna Jani
- Versus Arthritis Centre for Epidemiology, University of Manchester, Manchester, UK
| | | | - Niels Peek
- Centre for Health Informatics, University of Manchester, NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, and Manchester Academic Health Science Centre, Manchester, UK
| | - Ann W Morgan
- University of Leeds School of Medicine, NIHR Leeds Biomedical Research Centre, and Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - John Isaacs
- Translational and Clinical Research Institute, Newcastle University, and Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Anthony G Wilson
- Centre for Arthritis Research, Conway Institute, University College Dublin, Dublin, Ireland
| | - Kimme L Hyrich
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, and Versus Arthritis Centre for Epidemiology, University of Manchester, Manchester, UK
| | - Nophar Geifman
- Centre for Health Informatics and Manchester Molecular Pathology Innovation Centre, University of Manchester, Manchester, UK
| | - Anne Barton
- Versus Arthritis Centre for Genetics and Genomics, University of Manchester, NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, and Manchester Academic Health Science Centre, Manchester, UK
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Smith SM, Fava M, Jensen MP, Mbowe OB, McDermott MP, Turk DC, Dworkin RH. John D. Loeser Award Lecture: Size does matter, but it isn't everything: the challenge of modest treatment effects in chronic pain clinical trials. Pain 2020; 161 Suppl 1:S3-S13. [PMID: 33090735 PMCID: PMC7434212 DOI: 10.1097/j.pain.0000000000001849] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 02/18/2020] [Accepted: 02/20/2020] [Indexed: 01/24/2023]
Affiliation(s)
- Shannon M. Smith
- Departments of Anesthesiology and Perioperative Medicine
- Obstetrics and Gynecology and
- Psychiatry, University of Rochester, Rochester, NY, United States
| | - Maurizio Fava
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States
| | - Mark P. Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, United States
| | - Omar B. Mbowe
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
| | - Michael P. McDermott
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
- Department of Neurology, University of Rochester, Rochester, NY, United States
- Center for Health + Technology, University of Rochester, Rochester, NY, United States
| | - Dennis C. Turk
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, United States
| | - Robert H. Dworkin
- Departments of Anesthesiology and Perioperative Medicine
- Psychiatry, University of Rochester, Rochester, NY, United States
- Department of Neurology, University of Rochester, Rochester, NY, United States
- Center for Health + Technology, University of Rochester, Rochester, NY, United States
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183
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Williams K. Achieving a Balance: Cost-effectiveness of Treatment Guidelines vs Precision Medicine-"the Cart or the Horse"? PAIN MEDICINE 2020; 20:1881-1883. [PMID: 31418787 DOI: 10.1093/pm/pnz204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Kayode Williams
- Division of Pain Medicine, Department of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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184
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Conley S, Feder SL, Jeon S, Redeker NS. Daytime and Nighttime Sleep Characteristics and Pain Among Adults With Stable Heart Failure. J Cardiovasc Nurs 2020; 34:390-398. [PMID: 31365442 DOI: 10.1097/jcn.0000000000000593] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND Pain and sleep disturbance are common among patients with heart failure (HF) and are associated with symptom burden, disability, and poor quality of life. Little is known about the associations between specific sleep characteristics and pain in people with HF. OBJECTIVE The aim of this study was to describe the relationships between nocturnal sleep characteristics, use of sleep medication, and daytime sleep characteristics and pain among people with HF. METHODS We conducted a cross-sectional study of stable participants with HF. We administered the SF36 Bodily Pain Scale, Pittsburgh Sleep Quality Index, and Sleep Habits Questionnaire and obtained 3 days of wrist actigraphy and 1 night of home unattended polysomnography. We conducted bivariate analyses and generalized linear models. RESULTS The sample included 173 participants (mean [SD] age, 60 [16.1] years; 65.3% [n = 113] male). Insomnia symptoms (P = .0010), sleep duration (P = .0010), poor sleep quality (P = .0153), use of sleep medications (P = .0170), napping (P = .0029), and daytime sleepiness (P = .0094) were associated with increased pain. Patients with the longest sleep duration, who also had insomnia, had more pain (P = .0004), fatigue (P = .0028), daytime sleepiness (P = .0136), and poorer sleep quality (P < .0001) and took more sleep medications (P = .0029) than did those without insomnia. CONCLUSIONS Pain is associated with self-reported poor sleep quality, napping, daytime sleepiness, and use of sleep medication. The relationship between pain and sleep characteristics differs based on the presence of insomnia and sleep duration. Studies are needed to evaluate the causal relationships between sleep and pain and test interventions for these cooccurring symptoms.
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Affiliation(s)
- Samantha Conley
- Samantha Conley, PhD, RN, FNP-BC Assistant Professor, Yale School of Nursing, Orange, Connecticut. Shelli L. Feder, PhD, APRN, FNP-BC, ACHPN ACHPN, Postdoctoral Fellow, Yale School of Medicine, New Haven, Connecticut. Sangchoon Jeon, PhD Research Scientist, Yale School of Nursing, Orange, Connecticut. Nancy S. Redeker, PhD, RN Beatrice Renfield Term Professor of Nursing, Yale School of Nursing, Orange, Connecticut
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185
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Davis KD, Aghaeepour N, Ahn AH, Angst MS, Borsook D, Brenton A, Burczynski ME, Crean C, Edwards R, Gaudilliere B, Hergenroeder GW, Iadarola MJ, Iyengar S, Jiang Y, Kong JT, Mackey S, Saab CY, Sang CN, Scholz J, Segerdahl M, Tracey I, Veasley C, Wang J, Wager TD, Wasan AD, Pelleymounter MA. Discovery and validation of biomarkers to aid the development of safe and effective pain therapeutics: challenges and opportunities. Nat Rev Neurol 2020; 16:381-400. [PMID: 32541893 PMCID: PMC7326705 DOI: 10.1038/s41582-020-0362-2] [Citation(s) in RCA: 252] [Impact Index Per Article: 50.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/21/2020] [Indexed: 02/06/2023]
Abstract
Pain medication plays an important role in the treatment of acute and chronic pain conditions, but some drugs, opioids in particular, have been overprescribed or prescribed without adequate safeguards, leading to an alarming rise in medication-related overdose deaths. The NIH Helping to End Addiction Long-term (HEAL) Initiative is a trans-agency effort to provide scientific solutions to stem the opioid crisis. One component of the initiative is to support biomarker discovery and rigorous validation in collaboration with industry leaders to accelerate high-quality clinical research into neurotherapeutics and pain. The use of objective biomarkers and clinical trial end points throughout the drug discovery and development process is crucial to help define pathophysiological subsets of pain, evaluate target engagement of new drugs and predict the analgesic efficacy of new drugs. In 2018, the NIH-led Discovery and Validation of Biomarkers to Develop Non-Addictive Therapeutics for Pain workshop convened scientific leaders from academia, industry, government and patient advocacy groups to discuss progress, challenges, gaps and ideas to facilitate the development of biomarkers and end points for pain. The outcomes of this workshop are outlined in this Consensus Statement.
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Affiliation(s)
- Karen D Davis
- Department of Surgery and Institute of Medical Science, University of Toronto, Toronto, ON, Canada.
- Division of Brain, Imaging and Behaviour, Krembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
| | - Nima Aghaeepour
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Martin S Angst
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - David Borsook
- Center for Pain and the Brain, Harvard Medical School, Boston, MA, USA
| | | | | | | | - Robert Edwards
- Pain Management Center, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Brice Gaudilliere
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Georgene W Hergenroeder
- The Vivian L. Smith Department of Neurosurgery, The University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX, USA
| | - Michael J Iadarola
- Department of Perioperative Medicine, Clinical Center, NIH, Rockville, MD, USA
| | - Smriti Iyengar
- Division of Translational Research, National Institute of Neurological Disorders and Stroke, NIH, Rockville, MD, USA
| | - Yunyun Jiang
- The Biostatistics Center, Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | - Jiang-Ti Kong
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Sean Mackey
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Carl Y Saab
- Department of Neuroscience and Department of Neurosurgery, Carney Institute for Brain Science, Brown University, Providence, RI, USA
| | - Christine N Sang
- Department of Anesthesiology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Joachim Scholz
- Neurocognitive Disorders, Pain and New Indications, Biogen, Cambridge, MA, USA
| | | | - Irene Tracey
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | | | - Jing Wang
- Department of Anesthesiology, Perioperative Care and Pain Medicine, NYU School of Medicine, New York, NY, USA
| | - Tor D Wager
- Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA
| | - Ajay D Wasan
- Anesthesiology and Perioperative Medicine and Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Mary Ann Pelleymounter
- Division of Translational Research, National Institute of Neurological Disorders and Stroke, NIH, Rockville, MD, USA
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186
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Reconnecting the Brain With the Rest of the Body in Musculoskeletal Pain Research. THE JOURNAL OF PAIN 2020; 22:1-8. [PMID: 32553621 DOI: 10.1016/j.jpain.2020.02.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 11/27/2019] [Accepted: 02/01/2020] [Indexed: 02/06/2023]
Abstract
A challenge in understanding chronic musculoskeletal pain is that research is often siloed between neuroscience, physical therapy/rehabilitation, orthopedics, and rheumatology which focus respectively on 1) neurally mediated effects on pain processes, 2) behavior and muscle activity, 3) tissue structure, and 4) inflammatory processes. Although these disciplines individually study important aspects of pain, there is a need for more cross-disciplinary research that can bridge between them. Identifying the gaps in knowledge is important to understand the whole body, especially at the interfaces between the silos-between brain function and behavior, between behavior and tissue structure, between musculoskeletal and immune systems, and between peripheral tissues and the nervous system. Research on "mind and body" practices can bridge across these silos and encourage a "whole person" approach to better understand musculoskeletal pain by bringing together the brain and the rest of the body. PERSPECTIVE: Research on chronic musculoskeletal pain is limited by significant knowledge gaps. To be fully integrated, musculoskeletal pain research will need to bridge across tissues, anatomical areas, and body systems. Research on mind and body approaches encourages a "whole person" approach to better understand musculoskeletal pain.
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187
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Meints SM, Edwards RR, Gilligan C, Schreiber KL. Behavioral, Psychological, Neurophysiological, and Neuroanatomic Determinants of Pain. J Bone Joint Surg Am 2020; 102 Suppl 1:21-27. [PMID: 32251127 PMCID: PMC8272523 DOI: 10.2106/jbjs.20.00082] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Samantha M. Meints
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Robert R. Edwards
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Christopher Gilligan
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kristin L. Schreiber
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
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von Deneen KM, Zhao L, Liu J. Individual differences of maladaptive brain changes in migraine and their relationship with differential effectiveness of treatments. BRAIN SCIENCE ADVANCES 2020. [DOI: 10.26599/bsa.2019.9050021] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Migraine is a difficult disorder to identify with regard to its pathophysiological mechanisms, and its treatment has been primarily difficult owing to interindividual differences. Substantial rates of nonresponsiveness to medications are common, making migraine treatment complicated. In this review, we systematically analyzed recent studies concerning neuroimaging findings regarding the neurophysiology of migraine. We linked the current imaging research with anecdotal evidence from interindividual factors such as duration and pain intensity of migraine, age, gender, hormonal interplay, and genetics. These factors suggested the use of nonpharmacological therapies such as transcranial magnetic stimulation, transcranial direct current stimulation, and placebo therapy for the treatment of migraine. Finally, we discussed how interindividual differences are related to such nondrug treatments.
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Affiliation(s)
- Karen M. von Deneen
- Center for Brain Imaging, School of Life Science and Technology, Xidian University, Xi’an 710126, Shaanxi, China
- Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, Xi’an 710126, Shaanxi, China
| | - Ling Zhao
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu 610075, Sichuan, China
| | - Jixin Liu
- Center for Brain Imaging, School of Life Science and Technology, Xidian University, Xi’an 710126, Shaanxi, China
- Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, Xi’an 710126, Shaanxi, China
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189
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Obbarius A, Fischer F, Liegl G, Obbarius N, van Bebber J, Hofmann T, Rose M. A Step Towards a Better Understanding of Pain Phenotypes: Latent Class Analysis in Chronic Pain Patients Receiving Multimodal Inpatient Treatment. J Pain Res 2020; 13:1023-1038. [PMID: 32523372 PMCID: PMC7234963 DOI: 10.2147/jpr.s223092] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Accepted: 03/13/2020] [Indexed: 12/19/2022] Open
Abstract
Purpose The number of non-responders to treatment among patients with chronic pain (CP) is high, although intensive multimodal treatment is broadly accessible. One reason is the large variability in manifestations of CP. To facilitate the development of tailored treatment approaches, phenotypes of CP must be identified. In this study, we aim to identify subgroups in patients with CP based on several aspects of self-reported health. Patients and Methods A latent class analysis (LCA) was carried out in retrospective data from 411 patients with CP of different origins. All patients experienced severe physical and psychosocial consequences and were therefore undergoing multimodal inpatient pain treatment. Self-reported measures of pain (visual analogue scales for pain intensity, frequency, and impairment; Pain Perception Scale), emotional distress (Patient Health Questionnaire, PHQ-9; Generalized Anxiety Disorder Scale, GAD-7) and physical health (Short Form Health Survey; SF-8) were collected immediately after admission and before discharge. Instruments assessed at admission were used as input to the LCA. Resulting classes were compared in terms of patient characteristics and treatment outcome. Results A model with four latent classes demonstrated the best model fit and interpretability. Classes 1 to 4 included patients with high (54.7%), extreme (17.0%), moderate (15.6%), and low (12.7%) pain burden, respectively. Patients in class 4 showed high levels of emotional distress, whereas emotional distress in the other classes corresponded to the levels of pain burden. While pain as well as physical and mental health improved in class 1, only the levels of depression and anxiety improved in patients in the other groups during multimodal treatment. Conclusion The specific needs of these subgroups should be taken into account when developing individualized treatment programs. However, the retrospective design limits the significance of the results and replication in prospective studies is desirable.
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Affiliation(s)
- Alexander Obbarius
- Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Felix Fischer
- Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Gregor Liegl
- Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Nina Obbarius
- Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Jan van Bebber
- Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Tobias Hofmann
- Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Matthias Rose
- Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Quantitative Health Sciences, Outcomes Measurement Science, University of Massachusetts Medical School, Worcester, MA, USA
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190
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Skolasky RL, Wegener ST, Aaron RV, Ephraim P, Brennan G, Greene T, Lane E, Minick K, Hanley AW, Garland EL, Fritz JM. The OPTIMIZE study: protocol of a pragmatic sequential multiple assessment randomized trial of nonpharmacologic treatment for chronic, nonspecific low back pain. BMC Musculoskelet Disord 2020; 21:293. [PMID: 32393216 PMCID: PMC7216637 DOI: 10.1186/s12891-020-03324-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 04/30/2020] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Low back pain is a prevalent condition that causes a substantial health burden. Despite intensive and expensive clinical efforts, its prevalence is growing. Nonpharmacologic treatments are effective at improving pain-related outcomes; however, treatment effect sizes are often modest. Physical therapy (PT) and cognitive behavioral therapy (CBT) have the most consistent evidence of effectiveness. Growing evidence also supports mindfulness-based approaches. Discussions with providers and patients highlight the importance of discussing and trying options to find the treatment that works for them and determining what to do when initial treatment is not successful. Herein, we present the protocol for a study that will evaluate evidence-based, protocol-driven treatments using PT, CBT, or mindfulness to examine comparative effectiveness and optimal sequencing for patients with chronic low back pain. METHODS The Optimized Multidisciplinary Treatment Programs for Nonspecific Chronic Low Back Pain (OPTIMIZE) Study will be a multisite, comparative effectiveness trial using a sequential multiple assessment randomized trial design enrolling 945 individuals with chronic low back pain. The co-primary outcomes will be disability (measured using the Oswestry Disability Index) and pain intensity (measured using the Numerical Pain Rating Scale). After baseline assessment, participants will be randomly assigned to PT or CBT. At week 10, participants who have not experienced at least 50% improvement in disability will be randomized to cross-over phase-1 treatments (e.g., PT to CBT) or to Mindfulness-Oriented Recovery Enhancement (MORE). Treatment will consist of 8 weekly sessions. Long-term outcome assessments will be performed at weeks 26 and 52. DISCUSSION Results of this study may inform referring providers and patients about the most effective nonoperative treatment and/or sequence of nonoperative treatments to treat chronic low back pain. TRIAL REGISTRATION This study was prospectively registered on March 1, 2019, with Clinicaltrials.gov under the registration number NCT03859713 (https://clinicaltrials.gov/ct2/show/NCT03859713).
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Affiliation(s)
- Richard L. Skolasky
- grid.21107.350000 0001 2171 9311Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, 601 N. Caroline St, Baltimore, MD 21287 USA ,grid.21107.350000 0001 2171 9311Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, 601 N. Caroline St, Baltimore, MD 21287 USA
| | - Stephen T. Wegener
- grid.21107.350000 0001 2171 9311Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, 601 N. Caroline St, Baltimore, MD 21287 USA
| | - Rachel V. Aaron
- grid.21107.350000 0001 2171 9311Department of Physical Medicine and Rehabilitation, The Johns Hopkins University School of Medicine, 601 N. Caroline St, Baltimore, MD 21287 USA
| | - Patti Ephraim
- grid.21107.350000 0001 2171 9311Department of Epidemiology, The Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St, Baltimore, MD 21205 USA
| | - Gerard Brennan
- grid.420884.20000 0004 0460 774XIntermountain Healthcare, 36 S State St, Salt Lake City, UT 84111 USA
| | - Tom Greene
- grid.223827.e0000 0001 2193 0096Department of Population Health Sciences, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
| | - Elizabeth Lane
- grid.223827.e0000 0001 2193 0096Department of Physical Therapy and Athletic Training, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
| | - Kate Minick
- grid.420884.20000 0004 0460 774XIntermountain Healthcare, 36 S State St, Salt Lake City, UT 84111 USA
| | - Adam W. Hanley
- grid.223827.e0000 0001 2193 0096College of Social Work, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
| | - Eric L. Garland
- grid.223827.e0000 0001 2193 0096College of Social Work, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
| | - Julie M. Fritz
- grid.223827.e0000 0001 2193 0096Department of Physical Therapy and Athletic Training, University of Utah, 201 Presidents’ Cir, Salt Lake City, UT 84112 USA
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192
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Jhun EH, Sadhu N, He Y, Yao Y, Wilkie DJ, Molokie RE, Wang ZJ. S100B single nucleotide polymorphisms exhibit sex-specific associations with chronic pain in sickle cell disease in a largely African-American cohort. PLoS One 2020; 15:e0232721. [PMID: 32379790 PMCID: PMC7205279 DOI: 10.1371/journal.pone.0232721] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 04/20/2020] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Pain in sickle cell disease (SCD) is severe and multifaceted resulting in significant differences in its frequency and intensity among individuals. In this study, we examined the influence of S100B gene single nucleotide polymorphisms (SNP) on acute and chronic pain variability in SCD. METHODS Composite pain index (CPI) scores captured chronic pain. Painful crisis related emergency care utilization recorded acute pain incidence. Genotyping was performed using MassARRAY iPLEX platform. RESULTS Regression analysis revealed associations of increased CPI with rs9722 A allele in additive (p = 0.005) and dominant (p = 0.005) models. Rs1051169 G allele on the other hand was associated with decreased CPI in additive (p = 0.001), and dominant (p = 0.005) models. Sex-specific analysis found that these associations were significant in females but not males in this cohort. Linkage analysis identified two haploblocks. Block 1 (rs9983698-rs9722) haplotype T-A was associated with increased CPI (p = 0.002) while block 2 (rs1051169-rs11911834) haplotype G-G was associated with decreased CPI (p = 0.001). Both haplotypic associations were only significant in females. No association of S100B SNPs with utilization reached statistical significance. CONCLUSIONS S100B SNPs and haplotypes are associated with chronic pain in female, but not male, patients with SCD, implicating a potential role of S100B polymorphism in SCD pain heterogeneity in a sex-dependent manner.
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Affiliation(s)
- Ellie H. Jhun
- Department of Pharmaceutical Sciences, University of Illinois College of Pharmacy, Chicago, Illinois, United States of America
| | - Nilanjana Sadhu
- Department of Pharmaceutical Sciences, University of Illinois College of Pharmacy, Chicago, Illinois, United States of America
| | - Ying He
- Department of Pharmaceutical Sciences, University of Illinois College of Pharmacy, Chicago, Illinois, United States of America
- Comprehensive Sickle Cell Center, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Yingwei Yao
- Department of Biobehavioral Nursing Science, University of Florida College of Nursing, Gainesville, Florida, United States of America
| | - Diana J. Wilkie
- Department of Biobehavioral Nursing Science, University of Florida College of Nursing, Gainesville, Florida, United States of America
| | - Robert E. Molokie
- Department of Pharmaceutical Sciences, University of Illinois College of Pharmacy, Chicago, Illinois, United States of America
- Comprehensive Sickle Cell Center, University of Illinois at Chicago, Chicago, Illinois, United States of America
- Jesse Brown Veteran’s Administration Medical Center, Chicago, Illinois, United States of America
- Division of Hematology/Oncology, University of Illinois at Chicago College of Medicine, Chicago, Illinois, United States of America
| | - Zaijie Jim Wang
- Department of Pharmaceutical Sciences, University of Illinois College of Pharmacy, Chicago, Illinois, United States of America
- Comprehensive Sickle Cell Center, University of Illinois at Chicago, Chicago, Illinois, United States of America
- Department of Neurology & Rehabilitation, University of Illinois at Chicago College of Medicine, Chicago, Illinois, United States of America
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193
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Murray CB, de la Vega R, Loren DM, Palermo TM. Moderators of Internet-Delivered Cognitive-Behavioral Therapy for Adolescents With Chronic Pain: Who Benefits From Treatment at Long-Term Follow-Up? THE JOURNAL OF PAIN 2020; 21:603-615. [PMID: 31606398 PMCID: PMC7590994 DOI: 10.1016/j.jpain.2019.10.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 08/27/2019] [Accepted: 10/06/2019] [Indexed: 02/06/2023]
Abstract
Cognitive behavioral therapy (CBT) is effective for pediatric chronic pain, but little is understood about which youth are most likely to benefit. The current study aimed to identify individual characteristics for which CBT yielded the greatest (and least) clinical benefit among adolescents with chronic pain participating in a multicenter randomized controlled trial of Internet-delivered CBT (WebMAP2). A total of 273 adolescents ages 11 to 17 with chronic pain (M age = 14.7; 75.1% female) were randomly assigned to Internet-delivered CBT or Internet-delivered pain education and evaluated at pretreatment, post-treatment, and 2 longer term follow-up periods (6 and 12 months). Multilevel growth models tested several adolescent- and parent-level moderators of change in pain-related disability including 1) adolescent age, sex, pain characteristics, distress, and sleep quality and 2) parent education level, distress, and protective parenting behavior. Younger adolescents (ages 11-14; vs older adolescents ages 15-17) and those whose parents experienced lower levels (vs higher levels) of emotional distress responded better to Internet CBT treatment, showing greater improvements in disability up to 12 months post-treatment. This study expands knowledge on who benefits most from Internet-delivered psychological treatment for youth with chronic pain in the context of a large multicenter randomized controlled trial, suggesting several avenues for maximizing treatment efficacy and durability in this population. PERSPECTIVE: This study identified adolescent- and parent-level predictors of treatment response to Internet-based CBT for pediatric chronic pain up to 12 months later. Younger adolescents and those whose parents had lower levels of distress may particularly benefit from this intervention. Older adolescents and those whose parents exhibit higher distress may require alternative treatment approaches.
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Affiliation(s)
| | | | - Dorothy M Loren
- Seattle Children's Research Institute, Seattle, Washington; Loyola University Chicago, Chicago, Illinois
| | - Tonya M Palermo
- Seattle Children's Research Institute, Seattle, Washington; University of Washington, Seattle, Washington
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194
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McIntyre MH, Kless A, Hein P, Field M, Tung JY. Validity of the cold pressor test and pain sensitivity questionnaire via online self-administration. PLoS One 2020; 15:e0231697. [PMID: 32298348 PMCID: PMC7162430 DOI: 10.1371/journal.pone.0231697] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 03/31/2020] [Indexed: 02/06/2023] Open
Abstract
To determine the feasibility of complex home-based phenotyping, 1,876 research participants from the customer base of 23andMe completed an online version of a Pain Sensitivity Questionnaire (PSQ) as well as a cold pressor test (CPT) which is used in clinical assessments of pain. Overall our online version of the PSQ performed similarly to the original pen-and-paper version. Construct validity of the PSQ total was demonstrated by internal consistency and consistent discrimination between more and less painful items. Criterion validity was demonstrated by correlation with pain sensitivity as measured by the CPT. Within the same cohort we performed a cold pressor test using a layperson description and household equipment. Comparison with published reports from controlled studies revealed similar distributions of cold pain tolerance times (i.e., time elapsed before removing the hand from the water). Of those who elected to participate in the CPT, a large majority of participants did not report issues with the test procedure or noncompliance with the instructions (97%). We confirmed a large sex difference in CPT thresholds in line with published data, such that women removed their hands from the water at a median of 54.2 seconds, with men lasting for a median time of 82.7 seconds (Kruskal-Wallis statistic, p < 0.0001), but other factors like age or current pain treatment were at most weakly associated, and inconsistently between men and women. We introduce a new paradigm for performing pain testing, called testing@home, that, in the case of cold nociception, showed comparable results to studies conducted under controlled conditions and supervision of a health care professional.
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Affiliation(s)
| | | | - Achim Kless
- Grünenthal Innovation, Grünenthal GmbH, Aachen, Germany
| | - Peter Hein
- Grünenthal Innovation, Grünenthal GmbH, Aachen, Germany
| | - Mark Field
- Grünenthal Innovation, Grünenthal GmbH, Aachen, Germany
| | - Joyce Y Tung
- 23andMe Inc., Mountain View, California, United States of America
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195
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Kaboré J, Saïdi H, Dassieu L, Choinière M, Pagé MG. Predictors of Long‐Term Opioid Effectiveness in Patients With Chronic Non‐Cancer Pain Attending Multidisciplinary Pain Treatment Clinics: A Quebec Pain Registry Study. Pain Pract 2020; 20:588-599. [DOI: 10.1111/papr.12883] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 02/17/2020] [Accepted: 03/07/2020] [Indexed: 01/04/2023]
Affiliation(s)
- Jean‐Luc Kaboré
- Department of Pharmacology and Physiology Faculty of Medicine Université de Montréal Montreal Quebec Canada
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM) Montreal Quebec Canada
| | - Hichem Saïdi
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM) Montreal Quebec Canada
| | - Lise Dassieu
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM) Montreal Quebec Canada
| | - Manon Choinière
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM) Montreal Quebec Canada
- Department of Anesthesiology and Pain Medicine Faculty of Medicine Université de Montréal Montreal Quebec Canada
| | - M. Gabrielle Pagé
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM) Montreal Quebec Canada
- Department of Anesthesiology and Pain Medicine Faculty of Medicine Université de Montréal Montreal Quebec Canada
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196
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Rosenberger DC, Blechschmidt V, Timmerman H, Wolff A, Treede RD. Challenges of neuropathic pain: focus on diabetic neuropathy. J Neural Transm (Vienna) 2020; 127:589-624. [PMID: 32036431 PMCID: PMC7148276 DOI: 10.1007/s00702-020-02145-7] [Citation(s) in RCA: 161] [Impact Index Per Article: 32.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 01/19/2020] [Indexed: 02/07/2023]
Abstract
Neuropathic pain is a frequent condition caused by a lesion or disease of the central or peripheral somatosensory nervous system. A frequent cause of peripheral neuropathic pain is diabetic neuropathy. Its complex pathophysiology is not yet fully elucidated, which contributes to underassessment and undertreatment. A mechanism-based treatment of painful diabetic neuropathy is challenging but phenotype-based stratification might be a way to develop individualized therapeutic concepts. Our goal is to review current knowledge of the pathophysiology of peripheral neuropathic pain, particularly painful diabetic neuropathy. We discuss state-of-the-art clinical assessment, validity of diagnostic and screening tools, and recommendations for the management of diabetic neuropathic pain including approaches towards personalized pain management. We also propose a research agenda for translational research including patient stratification for clinical trials and improved preclinical models in relation to current knowledge of underlying mechanisms.
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Affiliation(s)
- Daniela C Rosenberger
- Department of Neurophysiology, Mannheim Center for Translational Neuroscience (MCTN), Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
| | - Vivian Blechschmidt
- Department of Neurophysiology, Mannheim Center for Translational Neuroscience (MCTN), Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
| | - Hans Timmerman
- Department of Anesthesiology, Pain Center, University Medical Center of Groningen (UMCG), University of Groningen, Groningen, The Netherlands
| | - André Wolff
- Department of Anesthesiology, Pain Center, University Medical Center of Groningen (UMCG), University of Groningen, Groningen, The Netherlands
| | - Rolf-Detlef Treede
- Department of Neurophysiology, Mannheim Center for Translational Neuroscience (MCTN), Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany.
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197
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Cuyul-Vásquez I, Leiva-Sepúlveda A, Catalán-Medalla O, Araya-Quintanilla F, Gutiérrez-Espinoza H. The addition of blood flow restriction to resistance exercise in individuals with knee pain: a systematic review and meta-analysis. Braz J Phys Ther 2020; 24:465-478. [PMID: 32198025 DOI: 10.1016/j.bjpt.2020.03.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 02/04/2020] [Accepted: 03/03/2020] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Blood flow restriction (BFR) is an effective clinical intervention used to increase strength in healthy individuals. However, its effects on pain and function in individuals with knee pain are unknown. OBJECTIVE To determine the effectiveness of adding BFR to resistance exercise for pain relief and improvement of function in patients with knee pain. METHODS Systematic review with meta-analysis of randomized clinical trials. Medline, Central, Embase, PEDro, Lilacs, CINAHL, SPORTDiscus, and Web of Science databases were searched from inception to May 2019. Randomized clinical trials that compared resistance exercise with or without BFR to treat knee pain and function in individuals older than 18 years of age with knee pain were included. RESULTS Eight randomized clinical trials met the eligibility criteria and for the quantitative synthesis, five studies were included. The pooled standardized mean difference (SMD) estimate showed that resistance exercises with BFR was not more effective than resistance exercises for reducing pain (SMD: -0.37cm, 95% CI=-0.93, 0.19) and improving knee function (SMD=-0.23 points, 95% CI=-0.71, 0.26) in patients with knee pain. CONCLUSION In the short term, there is low quality of evidence that resistance exercise with BFR does not provide significant differences in pain relief and knee function compared to resistance exercises in patients with knee pain. PROSPERO registration number: CRD42018102839.
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Affiliation(s)
- Iván Cuyul-Vásquez
- Faculty of Health, Therapeutic Process Department, Temuco Catholic University, Temuco, Chile
| | | | - Oscar Catalán-Medalla
- Faculty of Health, Therapeutic Process Department, Temuco Catholic University, Temuco, Chile
| | - Felipe Araya-Quintanilla
- Rehabilitation and Health Research Center (CIRES), Universidad de las Américas, Santiago, Chile; Faculty of Health Sciences, Universidad SEK, Santiago, Chile
| | - Hector Gutiérrez-Espinoza
- Rehabilitation and Health Research Center (CIRES), Universidad de las Américas, Santiago, Chile; Physical Therapy Department, Clinical Hospital San Borja Arriaran, Santiago, Chile.
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198
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Abstract
Chemotherapy-induced peripheral neuropathy (CIPN) is a major challenge, with increasing impact as oncological treatments, using potentially neurotoxic chemotherapy, improve cancer cure and survival. Acute CIPN occurs during chemotherapy, sometimes requiring dose reduction or cessation, impacting on survival. Around 30% of patients will still have CIPN a year, or more, after finishing chemotherapy. Accurate assessment is essential to improve knowledge around prevalence and incidence of CIPN. Consensus is needed to standardize assessment and diagnosis, with use of well-validated tools, such as the EORTC-CIPN 20. Detailed phenotyping of the clinical syndrome moves toward a precision medicine approach, to individualize treatment. Understanding significant risk factors and pre-existing vulnerability may be used to improve strategies for CIPN prevention, or to use targeted treatment for established CIPN. No preventive therapies have shown significant clinical efficacy, although there are promising novel agents such as histone deacetylase 6 (HDAC6) inhibitors, currently in early phase clinical trials for cancer treatment. Drug repurposing, eg, metformin, may offer an alternative therapeutic avenue. Established treatment for painful CIPN is limited. Following recommendations for general neuropathic pain is logical, but evidence for agents such as gabapentinoids and amitriptyline is weak. The only agent currently recommended by the American Society of Clinical Oncology is duloxetine. Mechanisms are complex with changes in ion channels (sodium, potassium, and calcium), transient receptor potential channels, mitochondrial dysfunction, and immune cell interactions. Improved understanding is essential to advance CIPN management. On a positive note, there are many potential sites for modulation, with novel analgesic approaches.
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Affiliation(s)
- Lesley A Colvin
- Chair of Pain Medicine, Division of Population Health and Genomics, Ninewells Hospital and Medical School, University of Dundee, Dundee, Scotland
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199
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Komatsu R, Ando K, Flood PD. Factors associated with persistent pain after childbirth: a narrative review. Br J Anaesth 2020; 124:e117-e130. [PMID: 31955857 PMCID: PMC7187795 DOI: 10.1016/j.bja.2019.12.037] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 12/26/2019] [Accepted: 12/28/2019] [Indexed: 12/12/2022] Open
Abstract
A systematic literature search was performed to identify studies that reported risk factors for persistent pain after childbirth. Many studies have sought to identify risk factors for post-delivery pain in different populations, using different methodologies and different outcome variables. Studies of several different but interrelated post-partum pain syndromes have been conducted. Factors strongly and specifically associated with persistent incisional scar pain after Caesarean delivery include a coexisting persistent pain problem in another part of the body and severe acute postoperative pain. For persistent vaginal and perineal pain, operative vaginal delivery and the magnitude of perineal trauma have been consistently linked. History of pregnancy-related and pre-pregnancy back pain and heavier body weight are robust risk factors for persistent back pain after pregnancy. Unfortunately, limitations, particularly small samples and lack of a priori sample size calculation designed to detect specific effect sizes for risk of persistent pain outcomes, preclude definitive conclusions about many other predictors and the strength of outcome associations. In future studies, assessments of specific phenotypes using a rigorous analysis with appropriate predetermined sample sizes and validated instruments are needed to allow elucidation of stronger and reliable associations. Interventional studies targeting the most robustly associated, modifiable risk factors, such as acute post-partum pain, may lead to solutions for the prevention and treatment of these common problems that impact a large population.
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Affiliation(s)
- Ryu Komatsu
- Department of Anaesthesiology and Pain Medicine, University of Washington, Seattle, WA, USA.
| | - Kazuo Ando
- Department of Anaesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Pamela D Flood
- Department of Anaesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
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200
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Du ER, Fan RP, Rong LL, Xie Z, Xu CS. Regulatory mechanisms and therapeutic potential of microglial inhibitors in neuropathic pain and morphine tolerance. J Zhejiang Univ Sci B 2020; 21:204-217. [PMID: 32133798 PMCID: PMC7086010 DOI: 10.1631/jzus.b1900425] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 11/24/2019] [Indexed: 12/30/2022]
Abstract
Microglia are important cells involved in the regulation of neuropathic pain (NPP) and morphine tolerance. Information on their plasticity and polarity has been elucidated after determining their physiological structure, but there is still much to learn about the role of this type of cell in NPP and morphine tolerance. Microglia mediate multiple functions in health and disease by controlling damage in the central nervous system (CNS) and endogenous immune responses to disease. Microglial activation can result in altered opioid system activity, and NPP is characterized by resistance to morphine. Here we investigate the regulatory mechanisms of microglia and review the potential of microglial inhibitors for modulating NPP and morphine tolerance. Targeted inhibition of glial activation is a clinically promising approach to the treatment of NPP and the prevention of morphine tolerance. Finally, we suggest directions for future research on microglial inhibitors.
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Affiliation(s)
- Er-rong Du
- Department of Physiology, Basic Medical College of Nanchang University, Nanchang 330006, China
| | - Rong-ping Fan
- Department of Fourth Clinical Medicine, School of Medicine, Nanchang University, Nanchang 330006, China
| | - Li-lou Rong
- Department of Fourth Clinical Medicine, School of Medicine, Nanchang University, Nanchang 330006, China
| | - Zhen Xie
- Department of First Clinical Medicine, School of Medicine, Nanchang University, Nanchang 330006, China
| | - Chang-shui Xu
- Department of Physiology, Basic Medical College of Nanchang University, Nanchang 330006, China
- Key Laboratory of Autonomic Nervous Function and Disease of Jiangxi Province, Nanchang 330006, China
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