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Hohenschurz-Schmidt D, Cherkin D, Rice ASC, Dworkin RH, Turk DC, McDermott MP, Bair MJ, DeBar LL, Edwards RR, Evans SR, Farrar JT, Kerns RD, Rowbotham MC, Wasan AD, Cowan P, Ferguson M, Freeman R, Gewandter JS, Gilron I, Grol-Prokopczyk H, Iyengar S, Kamp C, Karp BI, Kleykamp BA, Loeser JD, Mackey S, Malamut R, McNicol E, Patel KV, Schmader K, Simon L, Steiner DJ, Veasley C, Vollert J. Methods for pragmatic randomized clinical trials of pain therapies: IMMPACT statement. Pain 2024; 165:2165-2183. [PMID: 38723171 PMCID: PMC11404339 DOI: 10.1097/j.pain.0000000000003249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 03/08/2024] [Indexed: 09/18/2024]
Abstract
ABSTRACT Pragmatic, randomized, controlled trials hold the potential to directly inform clinical decision making and health policy regarding the treatment of people experiencing pain. Pragmatic trials are designed to replicate or are embedded within routine clinical care and are increasingly valued to bridge the gap between trial research and clinical practice, especially in multidimensional conditions, such as pain and in nonpharmacological intervention research. To maximize the potential of pragmatic trials in pain research, the careful consideration of each methodological decision is required. Trials aligned with routine practice pose several challenges, such as determining and enrolling appropriate study participants, deciding on the appropriate level of flexibility in treatment delivery, integrating information on concomitant treatments and adherence, and choosing comparator conditions and outcome measures. Ensuring data quality in real-world clinical settings is another challenging goal. Furthermore, current trials in the field would benefit from analysis methods that allow for a differentiated understanding of effects across patient subgroups and improved reporting of methods and context, which is required to assess the generalizability of findings. At the same time, a range of novel methodological approaches provide opportunities for enhanced efficiency and relevance of pragmatic trials to stakeholders and clinical decision making. In this study, best-practice considerations for these and other concerns in pragmatic trials of pain treatments are offered and a number of promising solutions discussed. The basis of these recommendations was an Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials (IMMPACT) meeting organized by the Analgesic, Anesthetic, and Addiction Clinical Trial Translations, Innovations, Opportunities, and Networks.
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Affiliation(s)
- David Hohenschurz-Schmidt
- Pain Research, Department of Surgery & Cancer, Faculty of Medicine, Imperial College London, United Kingdom
- Research Department, University College of Osteopathy, London, United Kingdom
| | - Dan Cherkin
- Osher Center for Integrative Health, Department of Family Medicine, University of Washington, Seattle, WA, United States
| | - Andrew S C Rice
- Pain Research, Department of Surgery & Cancer, Faculty of Medicine, Imperial College London, United Kingdom
| | - Robert H Dworkin
- Department of Anesthesiology and Perioperative Medicine, University of Rochester Medical Center, Rochester, NY, United States
| | - Dennis C Turk
- Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, United States
| | - Michael P McDermott
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
| | - Matthew J Bair
- VA Center for Health Information and Communication, Regenstrief Institute, and Indiana University School of Medicine, Indianapolis, IN, United States
| | - Lynn L DeBar
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
| | | | - Scott R Evans
- Biostatistics Center and the Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, George Washington University, Rockville, MD, United States
| | - John T Farrar
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, United States
| | - Robert D Kerns
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
| | - Michael C Rowbotham
- Department of Anesthesia, University of California San Francisco School of Medicine, San Francisco, CA, United States
| | - Ajay D Wasan
- Departments of Anesthesiology & Perioperative Medicine, and Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Penney Cowan
- American Chronic Pain Association, Rocklin, CA, United States
| | - McKenzie Ferguson
- Department of Pharmacy Practice, Southern Illinois University Edwardsville, Edwardsville, IL, United States
| | - Roy Freeman
- Department of Neurology, Harvard Medical School, Boston, MA, United States
| | - Jennifer S Gewandter
- Department of Anesthesiology and Perioperative, University of Rochester, Rochester, NY, United States
| | - Ian Gilron
- Departments of Anesthesiology & Perioperative Medicine, Biomedical & Molecular Sciences, Centre for Neuroscience Studies, and School of Policy Studies, Queen's University, Kingston Health Sciences Centre, Kingston, ON, Canada
| | - Hanna Grol-Prokopczyk
- Department of Sociology, University at Buffalo, State University of New York, Buffalo, NY, United States
| | | | - Cornelia Kamp
- Center for Health and Technology (CHeT), Clinical Materials Services Unit (CMSU), University of Rochester Medical Center, Rochester, NY, United States
| | - Barbara I Karp
- National Institutes of Health, Bethesda, MD, United States
| | - Bethea A Kleykamp
- University of Maryland, School of Medicine, Baltimore, MD, United States
| | - John D Loeser
- Departments of Neurological Surgery and Anesthesia and Pain Medicine, University of Washington, Seattle, WA, United States
| | - Sean Mackey
- Stanford University School of Medicine, Department of Anesthesiology, Perioperative, and Pain Medicine, Neurosciences and Neurology, Palo Alto, CA, United States
| | | | - Ewan McNicol
- Department of Pharmacy Practice, Massachusetts College of Pharmacy and Health Sciences University, Boston, MA, United States
| | - Kushang V Patel
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, United States
| | - Kenneth Schmader
- Department of Medicine-Geriatrics, Center for the Study of Aging, Duke University Medical Center, and Geriatrics Research Education and Clinical Center, Durham VA Medical Center, Durham, NC, United States
| | - Lee Simon
- SDG, LLC, Cambridge, MA, United States
| | | | | | - Jan Vollert
- Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, United Kingdom
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2
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Carta MG, Cossu G, Primavera D, Aviles Gonzalez CI, Testa G, Stocchino S, Finco G, Littera MT, Deidda MC, Lorrai S, Madeddu C, Nardi AE, Sancassiani F. Heart Rate Variability Biofeedback Efficacy on Fatigue and Energy Levels in Fibromyalgia: A Secondary Analysis of RCT NCT0412183. J Clin Med 2024; 13:4008. [PMID: 39064048 PMCID: PMC11278324 DOI: 10.3390/jcm13144008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 06/26/2024] [Accepted: 07/04/2024] [Indexed: 07/28/2024] Open
Abstract
Background: Fibromyalgia syndrome (FMs) is a chronic condition characterized by widespread musculoskeletal pain and a range of complex symptoms, with chronic fatigue being a central feature significantly impacting daily life. The aim of this study was to analyze the secondary outcomes, specifically those related to perceived energy and fatigue symptoms in a randomized controlled trial (RCT) assessing the efficacy of heart rate variability biofeedback (HRV-BF) as an adjunctive treatment for FMs. Methods: Sixty-four FMs patients were randomly assigned to either receive 10 HRV-BF training sessions alongside standard pharmacological therapy (experimental group) or standard therapy alone for 10 weeks (control group). For this secondary analysis, potential improvements in specific items were evaluated regarding perceived energy (Item 10 of the Short-Form Health Survey), the ability to walk and climb stairs (Item 7 and Item 11 of the Fibromyalgia Impact Questionnaire, respectively), and the impact of pain on movement ability (Item 17 of the Bodily and Emotional Perception of Pain). Results: The experimental group demonstrated an improvement in the perception of energy, the ability to walk, and the impact of pain on movement ability. However, the same improvement was not observed in the ability to climb stairs. Conclusions: Fatigue assessment has emerged as a crucial factor for evaluating treatment efficacy in FMs and related conditions linked to altered energy levels, such as bipolar depression, and can offer valuable insights for precisely guiding HRV-BF treatments. ClinicalTrials.gov with code: NCT04121832.
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Affiliation(s)
- Mauro Giovanni Carta
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Giulia Cossu
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Diego Primavera
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Cesar Ivan Aviles Gonzalez
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Giorgia Testa
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Serena Stocchino
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Gabriele Finco
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Maria Teresa Littera
- Department of Pedagogy, Psychological Sciences and Philosophy, University of Cagliari, 09042 Cagliari, Italy
| | - Maria Cristina Deidda
- Center for Palliative Care and Pain Management, University Hospital of Cagliari, 09042 Cagliari, Italy;
| | - Stefano Lorrai
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Clelia Madeddu
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
| | - Antonio Egidio Nardi
- Institute of Psychiatry-IPUB, Federal University of Rio de Janeiro, Rio de Janeiro 20010-90, Brazil;
| | - Federica Sancassiani
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (M.G.C.); (S.S.); (S.L.); (F.S.)
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Gilligan C, Volschenk W, Russo M, Green M, Gilmore C, Mehta V, Deckers K, De Smedt K, Latif U, Sayed D, Georgius P, Gentile J, Mitchell B, Langhorst M, Huygen F, Baranidharan G, Patel V, Mironer E, Ross E, Carayannopoulos A, Hayek S, Gulve A, Van Buyten JP, Tohmeh A, Fischgrund J, Lad S, Ahadian F, Deer T, Klemme W, Rauck R, Rathmell J, Maislin G, Heemels JP, Eldabe S. Five-Year Longitudinal Follow-Up of Restorative Neurostimulation Shows Durability of Effectiveness in Patients With Refractory Chronic Low Back Pain Associated With Multifidus Muscle Dysfunction. Neuromodulation 2024; 27:930-943. [PMID: 38483366 DOI: 10.1016/j.neurom.2024.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 01/11/2024] [Accepted: 01/26/2024] [Indexed: 07/08/2024]
Abstract
BACKGROUND Adults with refractory, mechanical chronic low back pain associated with impaired neuromuscular control of the lumbar multifidus muscle have few treatment options that provide long-term clinical benefit. This study hypothesized that restorative neurostimulation, a rehabilitative treatment that activates the lumbar multifidus muscles to overcome underlying dysfunction, is safe and provides relevant and durable clinical benefit to patients with this specific etiology. MATERIALS AND METHODS In this prospective five-year longitudinal follow-up of the ReActiv8-B pivotal trial, participants (N = 204) had activity-limiting, moderate-to-severe, refractory, mechanical chronic low back pain, a positive prone instability test result indicating impaired multifidus muscle control, and no indications for spine surgery. Low back pain intensity (10-cm visual analog scale [VAS]), disability (Oswestry Disability Index), and quality of life (EuroQol's "EQ-5D-5L" index) were compared with baseline and following the intent-to-treat principle, with a supporting mixed-effects model for repeated measures that accounted for missing data. RESULTS At five years (n = 126), low back pain VAS had improved from 7.3 to 2.4 cm (-4.9; 95% CI, -5.3 to -4.5 cm; p < 0.0001), and 71.8% of participants had a reduction of ≥50%. The Oswestry Disability Index improved from 39.1 to 16.5 (-22.7; 95% CI, -25.4 to -20.8; p < 0.0001), and 61.1% of participants had reduction of ≥20 points. The EQ-5D-5L index improved from 0.585 to 0.807 (0.231; 95% CI, 0.195-0.267; p < 0.0001). Although the mixed-effects model attenuated completed-case results, conclusions and statistical significance were maintained. Of 52 subjects who were on opioids at baseline and had a five-year visit, 46% discontinued, and 23% decreased intake. The safety profile compared favorably with neurostimulator treatments for other types of back pain. No lead migrations were observed. CONCLUSION Over a five-year period, restorative neurostimulation provided clinically substantial and durable benefits with a favorable safety profile in patients with refractory chronic low back pain associated with multifidus muscle dysfunction. CLINICAL TRIAL REGISTRATION The Clinicaltrials.gov registration number for the study is NCT02577354; registration date: October 15, 2016; principal investigator: Christopher Gilligan, MD, Brigham and Women's Hospital, Boston, MA, USA. The study was conducted in Australia (Broadmeadow, New South Wales; Noosa Heads, Queensland; Welland, South Australia; Clayton, Victoria), Belgium (Sint-Niklaas; Wilrijk), The Netherlands (Rotterdam), UK (Leeds, London, Middlesbrough), and USA (La Jolla, CA; Santa Monica, CA; Aurora, CO; Carmel, IN; Indianapolis, IN; Kansas City, KS; Boston, MA; Royal Oak, MI; Durham, NC; Winston-Salem, NC; Cleveland, OH; Providence, RI; Spartanburg, SC; Spokane, WA; Charleston, WV).
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Affiliation(s)
- Christopher Gilligan
- Division of Pain Medicine, Brigham and Women's Hospital Harvard Medical School, Boston, MA, USA.
| | | | - Marc Russo
- Hunter Pain Specialists, Newcastle, Australia
| | | | - Christopher Gilmore
- Center for Clinical Research, Carolinas Pain Institute, Winston-Salem, NC, USA
| | - Vivek Mehta
- Barts Neuromodulation Centre, St. Bartholomew's Hospital, London, United Kingdom
| | - Kristiaan Deckers
- Department of Physical Medicine and Rehabilitation, GZA - Sint Augustinus Hospital, Wilrijk, Belgium
| | - Kris De Smedt
- Department of Neurosurgery, GZA - Sint Augustinus Hospital, Wilrijk, Belgium
| | - Usman Latif
- Department of Anesthesiology, University of Kansas School of Medicine, Kansas City, KS, USA
| | - Dawood Sayed
- Department of Anesthesiology, University of Kansas School of Medicine, Kansas City, KS, USA
| | - Peter Georgius
- Sunshine Coast Clinical Research, Noosa Heads, Australia
| | | | | | | | - Frank Huygen
- Department of Anaesthesiology Erasmus Medical Center, Rotterdam, the Netherlands
| | - Ganesan Baranidharan
- Leeds Pain and Neuromodulation Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Vikas Patel
- Department of Orthopedic Surgery, University of Colorado, Denver, CO, USA
| | - Eugene Mironer
- Carolinas Center for the Advanced Management of Pain, Spartanburg, NC, USA
| | - Edgar Ross
- Division of Pain Medicine, Brigham and Women's Hospital Harvard Medical School, Boston, MA, USA
| | - Alexios Carayannopoulos
- Departments of Physical Medicine and Rehabilitation, Rhode Island Hospital, Brown University Medical School, Providence, RI, USA
| | - Salim Hayek
- Division of Pain Medicine, University Hospitals, Cleveland Medical Center, Cleveland, OH, USA
| | - Ashish Gulve
- Department of Pain Medicine, The James Cook University Hospital, Middlesbrough, UK
| | | | | | - Jeffrey Fischgrund
- Department of Orthopedic Surgery, Oakland University, Beaumont Hospital, Royal Oak, MI, USA
| | - Shivanand Lad
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Farshad Ahadian
- Center for Pain Medicine, University of California, San Diego, CA, USA
| | - Timothy Deer
- The Spine and Nerve Center of the Virginias, Charleston, WV, USA
| | - William Klemme
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Richard Rauck
- Carolinas Pain Institute, Wake Forest University, Winston-Salem, NC, USA
| | - James Rathmell
- Division of Pain Medicine, Brigham and Women's Hospital Harvard Medical School, Boston, MA, USA
| | - Greg Maislin
- Biomedical Statistical Consulting, Wynnewood, PA, USA
| | | | - Sam Eldabe
- Department of Pain Medicine, The James Cook University Hospital, Middlesbrough, UK
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Carta MG, Testa G, Stocchino S, Finco G, Sancassiani F, Littera MT, Deidda MC, Ventriglio A, Bhugra D, Cossu G. The efficacy of heart rate variability biofeedback training on sleep disorders and impact of fibromyalgia: Results of a phase II randomized controlled trial. J Psychosom Res 2024; 181:111664. [PMID: 38652978 DOI: 10.1016/j.jpsychores.2024.111664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 03/29/2024] [Accepted: 04/04/2024] [Indexed: 04/25/2024]
Abstract
OBJECTIVE Fibromyalgia syndrome (FMs) is a chronic, musculoskeletal pain disorder characterized by sleep disturbances, fatigue, and cognitive dysfunction. Heart rate variability biofeedback (HRV-BF) aiming to improve self-regulation and strengthen the parasympathetic nervous system has been shown to be effective in several pain syndromes, but its efficacy in FMs has not been adequately investigated. This Phase II trial aimed to assess the feasibility and preliminary measurement of the improvement induced by HRV-BF in FMs. METHODS Sixty-four patients with FMs were recruited. Patients were randomly assigned to either the experimental group (EG) or the control group (CG). The EG received 10 HRV-BF training sessions in addition to pharmacological standard therapy. The CG received standard therapies for 10 weeks. The FMs impact on daily life, sleep regularity, sense of coherence, depression symptoms and pain has been assessed as primary outcomes, quality of life as secondary. RESULT 23 (71.9%) of EG patients completed the intervention and 20 (62.5%) of the CG were re-evaluated at time T1. No side effects were reported. It was not found any statistical differences between groups over time in primary and secondary outcomes. CONCLUSIONS The HRV-BF intervention did not demonstrate efficacy in both primary and secondary outcomes. However, it is quite feasible in terms of drop-out rate and side effects. Further studies with larger sample sizes are needed to determine its actual efficacy. CLINICALTRIALS gov with code: NCT04121832.
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Affiliation(s)
| | - Giorgia Testa
- Department of Medical Sciences and Public Health, University of Cagliari, Italy
| | - Serena Stocchino
- Department of Medical Sciences and Public Health, University of Cagliari, Italy
| | - Gabriele Finco
- Department of Medical Sciences and Public Health, University of Cagliari, Italy
| | | | - Maria Teresa Littera
- Department of Pedagogy, Psychological Sciences and Philosophy, University of Cagliari, Cagliari, Italy
| | - Maria Cristina Deidda
- University Hospital of Cagliari, Center for Palliative Care and Pain Management, Cagliari, Italy
| | - Antonio Ventriglio
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Dinesh Bhugra
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, United Kingdom
| | - Giulia Cossu
- Department of Medical Sciences and Public Health, University of Cagliari, Italy.
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Bertram W, Wylde V, Howells N, Shirkey B, Peters TJ, Zhu L, Noble S, Johnson E, Beswick AD, Moore A, Bruce J, Walsh D, Eccleston C, Gooberman-Hill R. The STAR care pathway for patients with chronic pain after total knee replacement: four-year follow-up of a randomised controlled trial. BMC Musculoskelet Disord 2023; 24:972. [PMID: 38102656 PMCID: PMC10725008 DOI: 10.1186/s12891-023-07099-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND The Support and Treatment After Replacement (STAR) care pathway is a clinically important and cost-effective intervention found to improve pain outcomes over one year for people with chronic pain three months after total knee replacement (TKR). We followed up STAR trial participants to evaluate the longer-term clinical- and cost-effectiveness of this care pathway. METHODS Participants who remained enrolled on the trial at one year were contacted by post at a median of four years after randomisation and invited to complete a questionnaire comprising the same outcomes collected during the trial. We captured pain (co-primary outcome using the Brief Pain Inventory (BPI) pain severity and interference scales; scored 0-10, best to worst), function, neuropathic characteristics, emotional aspects of pain, health-related quality of life, and satisfaction. Electronic hospital informatics data on hospital resource use for the period of one to four years post-randomisation were collected from participating hospital sites. The economic evaluation took an National Health Service (NHS) secondary care perspective, with a four-year time horizon. RESULTS Overall, 226/337 (67%) of participants returned completed follow-up questionnaires, yielding adjusted between-group differences in BPI means of -0.42 (95% confidence interval, CI (-1.07, 0.23); p = 0.20) for pain severity and - 0.64 (95% CI -1.41, 0.12); p = 0.10) for pain interference. Analysis using a multiple imputed data set (n = 337) showed an incremental net monetary benefit in favour of the STAR care pathway of £3,525 (95% CI -£990 to £8,039) at a £20,000/QALY willingness-to-pay threshold, leading to a probability that the intervention was cost-effective of 0.94. CONCLUSIONS The magnitude of the longer-term benefits of the STAR care pathway are uncertain due to attrition of trial participants; however, there is a suggestion of some degree of sustained clinical benefit at four years. The care pathway remained cost-effective at four years. TRIAL REGISTRATION ISRCTN: 92,545,361.
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Affiliation(s)
- Wendy Bertram
- Bristol Medical School, University of Bristol, Bristol, UK.
- National Institute for Health and Care Research Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and the University of Bristol, Bristol, UK.
| | - Vikki Wylde
- Bristol Medical School, University of Bristol, Bristol, UK
- National Institute for Health and Care Research Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and the University of Bristol, Bristol, UK
| | | | | | - Tim J Peters
- Bristol Medical School, University of Bristol, Bristol, UK
- Bristol Dental School, University of Bristol, Bristol, UK
| | - Liang Zhu
- Bristol Trials Centre, University of Bristol, Bristol, UK
| | - Sian Noble
- Bristol Medical School, University of Bristol, Bristol, UK
| | - Emma Johnson
- Bristol Medical School, University of Bristol, Bristol, UK
| | - Andrew D Beswick
- Bristol Medical School, University of Bristol, Bristol, UK
- National Institute for Health and Care Research Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and the University of Bristol, Bristol, UK
| | - Andrew Moore
- Bristol Medical School, University of Bristol, Bristol, UK
| | - Julie Bruce
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Warwick, UK
| | - David Walsh
- Pain Centre, National Institute for Health Research Nottingham Biomedical Research Centre, Versus Arthritis, University of Nottingham and Sherwood Forest Hospitals NHS Foundation Trust, Nottingham, UK
| | | | - Rachael Gooberman-Hill
- Bristol Medical School, University of Bristol, Bristol, UK
- National Institute for Health and Care Research Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and the University of Bristol, Bristol, UK
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6
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Lampeter T, Love C, Tang TT, Marella AS, Lee HY, Oganyan A, Moffat D, Kareem A, Rusling M, Massmann A, Orr M, Bongiorno C, Yuan LL. Risk of bias assessment tool for systematic review and meta-analysis of the gut microbiome. GUT MICROBIOME (CAMBRIDGE, ENGLAND) 2023; 4:e13. [PMID: 39295908 PMCID: PMC11406368 DOI: 10.1017/gmb.2023.12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 04/10/2023] [Accepted: 07/01/2023] [Indexed: 09/21/2024]
Abstract
Risk of bias assessment is a critical step of any meta-analysis or systematic review. Given the low sample count of many microbiome studies, especially observational or cohort studies involving human subjects, many microbiome studies have low power. This increases the importance of performing meta-analysis and systematic review for microbiome research in order to enhance the relevance and applicability of microbiome results. This work proposes a method based on the ROBINS-I tool to systematically consider sources of bias in microbiome research seeking to perform meta-analysis or systematic review for microbiome studies.
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Affiliation(s)
- Thomas Lampeter
- New York Institute of Technology College of Osteopathic Medicine, Glen Head, NY, USA
| | - Charles Love
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Trien T Tang
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Aditi S Marella
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Hayden Y Lee
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Armani Oganyan
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Devin Moffat
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Anisha Kareem
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Matthew Rusling
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Aubrey Massmann
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
| | - Melanie Orr
- New York Institute of Technology College of Osteopathic Medicine, Glen Head, NY, USA
| | | | - Li-Lian Yuan
- Des Moines University College of Osteopathic Medicine, Des Moines, IA, USA
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Beaudoin FL, Gaither R, DeLomba WC, McLean SA. Tolerability and efficacy of duloxetine for the prevention of persistent musculoskeletal pain after trauma and injury: a pilot three-group randomized controlled trial. Pain 2023; 164:855-863. [PMID: 36375173 PMCID: PMC10014491 DOI: 10.1097/j.pain.0000000000002782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 08/30/2022] [Indexed: 11/15/2022]
Abstract
ABSTRACT This study investigated the tolerability and preliminary efficacy of duloxetine as an alternative nonopioid therapeutic option for the prevention of persistent musculoskeletal pain (MSP) among adults presenting to the emergency department with acute MSP after trauma or injury. In this randomized, double-blind, placebo-controlled study, eligible participants (n = 78) were randomized to 2 weeks of a daily dose of one of the following: placebo (n = 27), 30 mg duloxetine (n = 24), or 60 mg duloxetine (n = 27). Tolerability, the primary outcome, was measured by dropout rate and adverse effects. Secondary outcomes assessed drug efficacy as measured by (1) the proportion of participants with moderate to severe pain (numerical rating scale ≥ 4) at 6 weeks (pain persistence); and (2) average pain by group over the six-week study period. We also explored treatment effects by type of trauma (motor vehicle collision [MVC] vs non-MVC). In both intervention groups, duloxetine was well tolerated and there were no serious adverse events. There was a statistically significant difference in pain over time for the 60 mg vs placebo group ( P = 0.03) but not for the 30 mg vs placebo group ( P = 0.51). In both types of analyses, the size of the effect of duloxetine was larger in MVC vs non-MVC injury. Consistent with the role of stress systems in the development of chronic pain after traumatic stress, our data indicate duloxetine may be a treatment option for reducing the transition from acute to persistent MSP. Larger randomized controlled trials are needed to confirm these promising results.
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Affiliation(s)
- Francesca L. Beaudoin
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, United States
- Department of Emergency Medicine, The Alpert Medical School of Brown University, Providence, RI, United States
| | - Rachel Gaither
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, United States
| | - Weston C. DeLomba
- Department of Emergency Medicine, The Alpert Medical School of Brown University, Providence, RI, United States
| | - Samuel A. McLean
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC, United States
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Goudman L, Billot M, Duarte RV, Eldabe S, Rigoard P, Moens M. Gradation of Clinical Holistic Response as New Composite Outcome to Evaluate Success in Spinal Cord Stimulation Studies for Pain. Neuromodulation 2023; 26:139-146. [PMID: 35088757 DOI: 10.1016/j.neurom.2021.10.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 10/09/2021] [Accepted: 10/12/2021] [Indexed: 01/11/2023]
Abstract
INTRODUCTION The most prominent outcome measurement in the field of neuromodulation is pain relief. Nevertheless, the number of studies that rely on composite outcomes has increased. The aims of this study are twofold: (1) to evaluate which measures are important to include in a composite outcome and (2) to develop this new composite outcome to evaluate the degree of being a clinical holistic responder with a corresponding minimal clinical important difference (MCID). MATERIALS AND METHODS Data from patients with persistent spinal pain syndrome type 2 treated with High-Dose Spinal Cord Stimulation (HD-SCS) were used. Pain intensity for low back and leg pain, disability, health-related quality of life, medication use, and patient satisfaction were measured at baseline and after 12 months of HD-SCS. Exploratory and Confirmatory Factor Analyses were used to evaluate which measures should be included in the composite outcome. Anchor-based and distribution-based methods were applied to determine the MCID of the newly developed outcome measurement. RESULTS A three-factor model was the most appropriate for this data set, in which leg pain intensity, EQ5D VAS, and disability had the largest loading on these factors. A clinical holistic outcome was created with a total score ranging from 0 (=better [no pain, no disability, and perfect health status]) to 300 (=worse [maximal pain, maximal disability, and worst health status]). The MCID value based on an absolute change score from baseline up to 12 months of HD-SCS was 87.97. When calculating with percentage changes, a MCID value of 48.4% was revealed. CONCLUSIONS This new composite outcome evaluating the degree of deviation from being a holistic responder is a step toward a meaningful, overall outcome assessment for patients who are treated with SCS. Further studies to evaluate the psychometric properties and the generalizability toward other patient populations still need to be performed.
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Affiliation(s)
- Lisa Goudman
- Department of Neurosurgery, Universitair Ziekenhuis Brussel, Laarbeeklaan, Brussels, Belgium; STIMULUS Research Group (reSearch and TeachIng neuroModULation Uz bruSsel), Vrije Universiteit Brussel, Laarbeeklaan, Brussels, Belgium; Center for Neurosciences (C4N), Vrije Universiteit Brussel, Laarbeeklaan, Brussels, Belgium; Pain in Motion (PAIN) Research Group, Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Laarbeeklaan, Brussels, Belgium; Research Foundation-Flanders (FWO), Brussels, Belgium
| | - Maxime Billot
- PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, Poitiers, France
| | - Rui V Duarte
- Liverpool Reviews and Implementation Group, Department of Health Data Science, University of Liverpool, Liverpool, UK
| | - Sam Eldabe
- Pain Clinic, The James Cook University Hospital, Middlesbrough, UK
| | - Philippe Rigoard
- PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, Poitiers, France; Department of Spine Surgery & Neuromodulation, Poitiers University Hospital, Poitiers, France; Pprime Institute UPR 3346, CNRS, ISAE-ENSMA, University of Poitiers, Chasseneuil-du-Poitou, France
| | - Maarten Moens
- Department of Neurosurgery, Universitair Ziekenhuis Brussel, Laarbeeklaan, Brussels, Belgium; STIMULUS Research Group (reSearch and TeachIng neuroModULation Uz bruSsel), Vrije Universiteit Brussel, Laarbeeklaan, Brussels, Belgium; Center for Neurosciences (C4N), Vrije Universiteit Brussel, Laarbeeklaan, Brussels, Belgium; Pain in Motion (PAIN) Research Group, Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Laarbeeklaan, Brussels, Belgium; Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan, Brussels, Belgium.
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9
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Clinical Trials in Pancreatitis: Opportunities and Challenges in the Design and Conduct of Patient-Focused Clinical Trials in Recurrent Acute and Chronic Pancreatitis: Summary of a National Institute of Diabetes and Digestive and Kidney Diseases Workshop. Pancreas 2022; 51:715-722. [PMID: 36395394 PMCID: PMC9697224 DOI: 10.1097/mpa.0000000000002105] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
ABSTRACT Recurrent acute pancreatitis and chronic pancreatitis represent high morbidity diseases, which are frequently associated with chronic abdominal pain, pancreatic insufficiencies, and reduced quality of life. Currently, there are no therapies to reverse or delay disease progression, and clinical trials are needed to investigate potential interventions that would address this important gap. This conference report provides details regarding information shared during a National Institute of Diabetes and Digestive and Kidney Diseases-sponsored workshop on Clinical Trials in Pancreatitis that sought to clearly delineate the current gaps and opportunities related to the design and conduct of patient-focused trials in recurrent acute pancreatitis and chronic pancreatitis. Key stakeholders including representatives from patient advocacy organizations, physician investigators (including clinical trialists), the US Food and Drug Administration, and the National Institutes of Health convened to discuss challenges and opportunities with particular emphasis on lessons learned from trials in participants with other painful conditions, as well as the value of incorporating the patient perspective throughout all stages of trials.
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10
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Hasvik E, Gran JM, Haugen AJ, Grøvle L. Strategies to manage auxiliary pain medications in chronic pain trials: a topical review. Eur J Clin Pharmacol 2022; 78:1377-1384. [PMID: 35842457 PMCID: PMC9365733 DOI: 10.1007/s00228-022-03355-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 06/14/2022] [Indexed: 11/30/2022]
Abstract
Chronic pain trials commonly allow auxiliary pain medications such as rescue and concomitant analgesics in addition to the randomized treatment. Changes in auxiliary pain medications after randomization represent intercurrent events that may affect either the interpretation or the existence of the measurements associated with the clinical question of interest, complicating the assessment of treatment efficacy. In chronic pain trials, pain intensity typically varies and patients may take the auxiliary medications 1 day but not the next or increase and decrease the dosages temporarily while continuing their randomized study medication. This distinctive feature of auxiliary pain medications as an intercurrent event has received little attention in the literature. Further clarifications on how to manage these issues are therefore pressing. Here we provide perspectives on issues related to auxiliary pain medication-related intercurrent events in randomized controlled chronic pain trials considering the strategies suggested in the E9(R1) addendum to the ICH guideline on statistical principles for clinical trials.
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Affiliation(s)
- Eivind Hasvik
- Department of Physical Medicine and Rehabilitation, Østfold Hospital Trust, 1714, Grålum, Norway.
| | - Jon Michael Gran
- Oslo Centre for Biostatistics and Epidemiology, Department of Biostatistics, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | | | - Lars Grøvle
- Department of Rheumatology, Østfold Hospital Trust, Grålum, Norway
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11
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Casy T, Grasseau A, Charras A, Rouvière B, Pers JO, Foulquier N, Saraux A. Assessing the robustness of clinical trials by estimating Jadad's score using artificial intelligence approaches. Comput Biol Med 2022; 148:105851. [DOI: 10.1016/j.compbiomed.2022.105851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 04/25/2022] [Accepted: 05/23/2022] [Indexed: 11/15/2022]
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12
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Palin V, Van Staa TP, Steels S, Troxel AB, Groenwold RHH, MacDonald TM, Torgerson D, Faries D, Mancini P, Ouwens M, Frith LJ, Tsirtsonis K, MacLennan G, Nordon C. A first step towards best practice recommendations for the design and statistical analyses of pragmatic clinical trials: a modified Delphi approach. Br J Clin Pharmacol 2022; 88:5183-5201. [PMID: 35701368 DOI: 10.1111/bcp.15441] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 04/29/2022] [Accepted: 05/22/2022] [Indexed: 11/30/2022] Open
Abstract
AIM Pragmatic clinical trials (PCTs) are randomised trials implemented through routine clinical practice, where design parameters of traditional randomised controlled trials are modified to increase generalizability. However, this may introduce statistical challenges. We aimed to identify these challenges and discuss possible solutions leading to best practice recommendations for the design and analysis of PCTs. METHODS A modified Delphi method was used to reach consensus among a panel of 11 experts in clinical trials and statistics. Statistical issues were identified in a focused literature review and aggregated with insights and possible solutions from expert collected through a series of survey iterations. Issues were ranked according to their importance. RESULTS 27 articles were included and combined with experts' insight to generate a list of issues categorized into: participants; recruiting sites; randomisation, blinding and intervention; outcome (selection and measurement); and data analysis. Consensus was reached about the most important issues: risk of participants' attrition; heterogeneity of "usual care" across sites; absence of blinding; use of a subjective endpoint; and data analysis aligned with the trial estimand. Potential issues should be anticipated and preferably be addressed in the trial protocol. The experts provided solutions regarding data collection and data analysis, which were considered of equal importance. DISCUSSION A set of important statistical issues in PCTs was identified and approaches were suggested to anticipate and/or minimize these through data analysis. Any impact of choosing a pragmatic design feature should be gauged in the light of the trial estimand.
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Affiliation(s)
- Victoria Palin
- Division of Informatics, Imaging & Data Sciences, Manchester Environmental Research Institute, University of Manchester, United Kingdom
| | - Tjeerd P Van Staa
- Division of Informatics, Imaging & Data Sciences, Manchester Environmental Research Institute, University of Manchester, United Kingdom
| | - Stephanie Steels
- Department of Social Care and Social Work, Manchester Metropolitan University, Manchester, United Kingdom
| | - Andrea B Troxel
- Division of Biostatistics, Department of Population Health, NYU Grossman School of Medicine, NYU, USA
| | - Rolf H H Groenwold
- Department of Clinical Epidemiology, Leiden University Medical Centre, The Netherlands
| | - Tom M MacDonald
- MEMO Research, University of Dundee, Ninewells Hospital & Medical School, Dundee, United Kingdom
| | - David Torgerson
- Department of Health Sciences, University of York, United Kingdom
| | - Douglas Faries
- Global Statistical Sciences, Eli Lilly & Co., Indianapolis, IN, USA
| | | | | | | | | | - Graham MacLennan
- The Centre for Healthcare Randomised Trials, University of Aberdeen, United Kingdom
| | - Clementine Nordon
- formally LASER Research, Paris, France; currently AstraZeneca, Cambridge, United Kingdom
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Kleykamp BA, Dworkin RH, Turk DC, Bhagwagar Z, Cowan P, Eccleston C, Ellenberg SS, Evans SR, Farrar JT, Freeman RL, Garrison LP, Gewandter JS, Goli V, Iyengar S, Jadad AR, Jensen MP, Junor R, Katz NP, Kesslak JP, Kopecky EA, Lissin D, Markman JD, McDermott MP, Mease PJ, O'Connor AB, Patel KV, Raja SN, Rowbotham MC, Sampaio C, Singh JA, Steigerwald I, Strand V, Tive LA, Tobias J, Wasan AD, Wilson HD. Benefit-risk assessment and reporting in clinical trials of chronic pain treatments: IMMPACT recommendations. Pain 2022; 163:1006-1018. [PMID: 34510135 PMCID: PMC8904641 DOI: 10.1097/j.pain.0000000000002475] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 08/04/2021] [Indexed: 11/26/2022]
Abstract
ABSTRACT Chronic pain clinical trials have historically assessed benefit and risk outcomes separately. However, a growing body of research suggests that a composite metric that accounts for benefit and risk in relation to each other can provide valuable insights into the effects of different treatments. Researchers and regulators have developed a variety of benefit-risk composite metrics, although the extent to which these methods apply to randomized clinical trials (RCTs) of chronic pain has not been evaluated in the published literature. This article was motivated by an Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials consensus meeting and is based on the expert opinion of those who attended. In addition, a review of the benefit-risk assessment tools used in published chronic pain RCTs or highlighted by key professional organizations (ie, Cochrane, European Medicines Agency, Outcome Measures in Rheumatology, and U.S. Food and Drug Administration) was completed. Overall, the review found that benefit-risk metrics are not commonly used in RCTs of chronic pain despite the availability of published methods. A primary recommendation is that composite metrics of benefit-risk should be combined at the level of the individual patient, when possible, in addition to the benefit-risk assessment at the treatment group level. Both levels of analysis (individual and group) can provide valuable insights into the relationship between benefits and risks associated with specific treatments across different patient subpopulations. The systematic assessment of benefit-risk in clinical trials has the potential to enhance the clinical meaningfulness of RCT results.
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Affiliation(s)
- Bethea A Kleykamp
- Department of Anesthesiology and Perioperative Medicine, University of Rochester Medical Center, Rochester, NY, United States
| | - Robert H Dworkin
- Department of Anesthesiology and Perioperative Medicine, University of Rochester Medical Center, Rochester, NY, United States
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, United States
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
- Center for Health and Technology, University of Rochester Medical Center, Rochester, NY, United States
| | - Dennis C Turk
- Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, United States
| | - Zubin Bhagwagar
- Department of Psychiatry, Yale School of Medicine, CT, United States
| | - Penney Cowan
- American Chronic Pain Association, Rocklin, CA, United States
| | | | - Susan S Ellenberg
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Scott R Evans
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, United States
| | - John T Farrar
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, United States
| | - Roy L Freeman
- Harvard Medical School, Center for Autonomic and Peripheral Nerve Disorders, Boston, MA, United States
| | - Louis P Garrison
- School of Pharmacy, University of Washington, Seattle, WA, United States
| | - Jennifer S Gewandter
- Department of Anesthesiology and Perioperative Medicine, University of Rochester Medical Center, Rochester, NY, United States
| | - Veeraindar Goli
- Pfizer, Inc, New York, NY, United States. Dr. Goli is now with the Emeritus Professor, Duke University School of Medicine, Durham, NC, United States
| | - Smriti Iyengar
- Division of Translational Research, NINDS, NIH, Rockville, MD, United States
| | - Alejandro R Jadad
- Department of Anesthesia, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Beati, Inc, Toronto, ON, Canada
| | - Mark P Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, United States
| | | | - Nathaniel P Katz
- Tufts University School of Medicine, Boston, MA, United States
- Analgesic Solutions, Wayland, MA, United States
| | | | | | - Dmitri Lissin
- DURECT Corporation, Cupertino, CA, United States. Dr. Lissin is now woth the Scilex Pharmaceuticals, Inc., San Diego, CA, United States
| | - John D Markman
- Department of Neurosurgery, University of Rochester Medical Center, Rochester, NY, United States
| | - Michael P McDermott
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY, United States
| | - Philip J Mease
- Division of Rheumatology Research, Swedish Medical Center/Providence St. Joseph Health and University of Washington, Seattle, WA, United States
| | - Alec B O'Connor
- Department of Medicine, University of Rochester Medical Center, Rochester, NY, United States
| | - Kushang V Patel
- Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, United States
| | - Srinivasa N Raja
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Michael C Rowbotham
- Department of Anesthesia, UCSF School of Medicine, Research Institute, CPMC Sutter Health, San Francisco, CA, United States
| | - Cristina Sampaio
- Clinical Pharmacology Lab, Faculdade de Medicina de Lisboa, University Lisbon, Lisbon, Portugal
| | - Jasvinder A Singh
- Medicine Service, VA Medical Center, Birmingham, AL, United States
- Department of Medicine at the School of Medicine, University of Alabama (UAB) at Birmingham, Birmingham, AL, United States
- Department of Epidemiology at the UAB School of Public Health, Birmingham, AL, United States
| | - Ilona Steigerwald
- Chief Medical Officer SVP Neumentum, Inc, Morristown NJ, United States
| | - Vibeke Strand
- Division of Immunology/Rheumatology, Stanford University, Palo Alto CA, United States
| | - Leslie A Tive
- Department of Biopharmaceuticals, Pfizer, Inc, New York, NY, United States
| | | | - Ajay D Wasan
- Departments of Anesthesiology & Perioperative Medicine, and Psychiatry, University of Pittsburgh School of Medicine, United States
| | - Hilary D Wilson
- Patient Affairs and Engagement, Boehringer Ingelheim, Ridgefield, CT, United States
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14
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Dworkin RH, Anderson BT, Andrews N, Edwards RR, Grob CS, Ross S, Satterthwaite TD, Strain EC. If the doors of perception were cleansed, would chronic pain be relieved? Evaluating the benefits and risks of psychedelics. THE JOURNAL OF PAIN 2022; 23:1666-1679. [PMID: 35643270 DOI: 10.1016/j.jpain.2022.05.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 05/01/2022] [Accepted: 05/06/2022] [Indexed: 11/16/2022]
Abstract
Psychedelic substances have played important roles in diverse cultures, and ingesting various plant preparations to evoke altered states of consciousness has been described throughout recorded history. Accounts of the subjective effects of psychedelics typically focus on spiritual and mystical-type experiences, including feelings of unity, sacredness, and transcendence. Over the past two decades, there has been increasing interest in psychedelics as treatments for various medical disorders, including chronic pain. Although concerns about adverse medical and psychological effects contributed to their controlled status, contemporary knowledge of psychedelics suggests that risks are relatively rare when patients are carefully screened, prepared, and supervised. Clinical trial results have provided support for the effectiveness of psychedelics in different psychiatric conditions. However, there are only a small number of generally uncontrolled studies of psychedelics in patients with chronic pain (e.g., cancer pain, phantom limb pain, migraine, and cluster headache). Challenges in evaluating psychedelics as treatments for chronic pain include identifying neurobiologic and psychosocial mechanisms of action and determining which pain conditions to investigate. Truly informative proof-of-concept and confirmatory randomized clinical trials will require careful selection of control groups, efforts to minimize bias from unblinding, and attention to the roles of patient mental set and treatment setting. Perspective: There is considerable promise for the use of psychedelic therapy for pain, but evidence-based recommendations for the design of future studies are needed to ensure that the results of this research are truly informative.
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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, United States.
| | - Brian T Anderson
- Department of Psychiatry and Behavioral Sciences, UCSF Weill Institute for the Neurosciences and Zuckerberg San Francisco General Hospital, San Francisco, CA, United States, and UC Berkeley Center for the Science of Psychedelics, Berkeley, CA, United States
| | - Nick Andrews
- Behavior Testing Core, Salk Institute of Biological Studies, La Jolla, CA, United States
| | - Robert R Edwards
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA, United States
| | - Charles S Grob
- Departments of Psychiatry and Pediatrics, Harbor-UCLA Medical Center, Torrance, CA, United States, and UCLA School of Medicine, Los Angeles, CA, United States
| | - Stephen Ross
- Departments of Psychiatry and Child and Adolescent Psychiatry, and New York University Langone Center for Psychedelic Medicine, New York, NY, United States
| | - Theodore D Satterthwaite
- Department of Psychiatry, and Lifespan Informatics and Neuroimaging Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Eric C Strain
- Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
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15
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Gilron I, Xiao MZX, Balanaser M, Carley M, Ghasemlou N, Salter MW, Hutchinson MR, Moulin DE, Moore RA, Ross-White A. Glial-modulating agents for the treatment of pain: protocol for a systematic review. BMJ Open 2022; 12:e055713. [PMID: 35387818 PMCID: PMC8987758 DOI: 10.1136/bmjopen-2021-055713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Evidence suggests a role for Central nervous system glia in pain transmission and in augmenting maladaptive opioid effects. Identification of drugs that modulate glia has guided the evaluation of glial suppression as a pain management strategy. This planned systematic review will describe evidence of the efficacy and adverse effects of glial-modulating drugs in pain management. METHODS AND ANALYSIS A detailed search will be conducted on the Cochrane Central Register of Controlled Trials, Medline, and Embase from their inception until the date the final searches are run to identify relevant randomised controlled trials. The reference lists of retrieved studies, as well as online trial registries, will also be searched. English language, randomised, double-blind trials comparing various glial-modulating drugs with placebo and/or other comparators, with participant-reported pain assessment, will be included. Two reviewers will independently evaluate studies for eligibility, extract data and assess trial quality and potential bias. Risk of bias will be assessed using criteria outlined in the Cochrane Handbook for Systematic Review of Interventions. Primary outcomes for this review will include any validated measure of pain intensity and/or pain relief. Dichotomous data will be used to calculate risk ratio and number needed to treat or harm. The quality of evidence will be assessed using Grading of Recommendations Assessment, Development and Evaluation. ETHICS AND DISSEMINATION This systematic review does not require formal ethics approval. The findings will be disseminated through peer-reviewed publications and conference presentations. PROSPERO REGISTRATION NUMBER CRD42021262074.
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Affiliation(s)
- Ian Gilron
- Anesthesiology & Perioperative Medicine, Queen's University, Kingston, Ontario, Canada
| | - Maggie Z X Xiao
- Anesthesiology & Perioperative Medicine, Queen's University, Kingston, Ontario, Canada
| | - Marielle Balanaser
- Anesthesiology & Perioperative Medicine, Queen's University, Kingston, Ontario, Canada
| | - Meg Carley
- Anesthesiology & Perioperative Medicine, Queen's University, Kingston, Ontario, Canada
| | - Nader Ghasemlou
- Anesthesiology & Perioperative Medicine, Queen's University, Kingston, Ontario, Canada
- Department of Biomedical & Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Michael W Salter
- The Department of Physiology, University of Toronto, Toronto, Ontario, Canada
| | - Mark R Hutchinson
- Centre of Excellence for Nanoscale BioPhotonics, The University of Adelaide, Adelaide, South Australia, Australia
| | - Dwight E Moulin
- Clinical Neurological Sciences and Oncology, Western University, London, Ontario, Canada
| | - R Andrew Moore
- Department of Anaesthetics, Oxford University, Plymouth, UK
| | - Amanda Ross-White
- Bracken Health Sciences Library, Queen's University, Kingston, Ontario, Canada
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16
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Goudman L, Molenberghs G, Duarte RV, Moens M. The Influence of Missing Data on Disabilities in Patients Treated with High-Dose Spinal Cord Stimulation: A Tipping Point Sensitivity Analysis. J Clin Med 2021; 10:jcm10214897. [PMID: 34768417 PMCID: PMC8584286 DOI: 10.3390/jcm10214897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 10/18/2021] [Accepted: 10/21/2021] [Indexed: 11/16/2022] Open
Abstract
New waveforms have changed the field of Spinal Cord Stimulation (SCS) to optimize therapy outcomes, among which is High-Dose SCS (HD-SCS). Missing observations are often encountered when conducting clinical trials in this field. In this study, different approaches with varying assumptions were constructed to evaluate how conclusions may be influenced by these assumptions. The aim is to perform a tipping point sensitivity analysis to evaluate the influence of missing data on the overall conclusion regarding the effectiveness of HD-SCS on disability. Data from the Discover study were used, in which 185 patients with Failed Back Surgery Syndrome were included. Disability was evaluated before SCS and after 1, 3 and 12 months of HD-SCS. During the second, third and fourth visit, data from 130, 114 and 90 patients were available, respectively. HD-SCS resulted in a significant decrease in disability scores based on the analysis of observed data and with multiple imputations. The tipping point sensitivity analysis revealed that the shift parameter was 17. Thus, the conclusion concerning the time effect under a "missing at random" mechanism is robust when the shift parameter for the disability score is 17. From a clinical point of view, a shift of 17 points on disability is not very plausible. Therefore we tend to consider the conclusions drawn under "missing at random" as being robust.
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Affiliation(s)
- Lisa Goudman
- Department of Neurosurgery, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium;
- STIMULUS Research Group (reSearch and TeachIng neuroModULation Uz bruSsel), Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Brussels, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Brussels, Belgium
- Pain in Motion International Research Group, Laarbeeklaan 103, 1090 Brussels, Belgium
- Research Foundation—Flanders (FWO), 1090 Brussels, Belgium
- Correspondence: ; Tel.: +32-24775514
| | - Geert Molenberghs
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics (I-BIOSTAT), Data Science Institute, Hasselt University, 3590 Diepenbeek, Belgium;
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics (I-BIOSTAT), Catholic University of Leuven, 3000 Leuven, Belgium
| | - Rui V. Duarte
- Liverpool Reviews and Implementation Group, Department of Health Data Science, University of Liverpool, Liverpool L69 3BX, UK;
| | - Maarten Moens
- Department of Neurosurgery, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium;
- STIMULUS Research Group (reSearch and TeachIng neuroModULation Uz bruSsel), Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Brussels, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Brussels, Belgium
- Pain in Motion International Research Group, Laarbeeklaan 103, 1090 Brussels, Belgium
- Department of Radiology, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium
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17
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Jamison RN, Edwards RR, Curran S, Wan L, Ross EL, Gilligan CJ, Gozani SN. Effects of Wearable Transcutaneous Electrical Nerve Stimulation on Fibromyalgia: A Randomized Controlled Trial. J Pain Res 2021; 14:2265-2282. [PMID: 34335055 PMCID: PMC8318714 DOI: 10.2147/jpr.s316371] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 07/13/2021] [Indexed: 12/25/2022] Open
Abstract
Purpose Fibromyalgia is a chronic condition characterized by widespread pain and interference with daily activities. The aim of this study is to assess the benefit of transcutaneous electrical nerve stimulation (TENS) for persons diagnosed with fibromyalgia. Patients and Methods Adults meeting diagnostic criteria for fibromyalgia were randomized in a double-blind trial to receive either an active (n=62) or sham (n=57) wearable TENS device for 3-months. Subjects were classified as having lower or higher pain sensitivity by Quantitative Sensory Testing (QST). Patient Global Impression of Change (PGIC, primary outcome) and secondary efficacy measures including Fibromyalgia Impact Questionnaire (FIQR), Brief Pain Inventory (BPI) and painDETECT questionnaire (PDQ) were assessed at baseline, 6-weeks and 3-months. Treatment effects were determined by a mixed model for repeated measures (MMRM) analysis of the intention-to-treat (ITT) population (N=119). A pre-specified subgroup analysis of pain sensitivity was conducted using an interaction term in the model. Results No differences were found between active and sham treatment on PGIC scores at 3-months (0.34, 95% CI [−0.37, 1.04], p=0.351) in the ITT population. However, in subjects with higher pain sensitivity (n=60), PGIC was significantly greater for active treatment compared to sham (1.19, 95% CI [0.24, 2.13], p=0.014). FIQR total score (−7.47, 95% CI [−12.46, −2.48], p=0.003), FIQR pain item (−0.62, 95% CI [−1.17, −0.06], p=0.029), BPI Interference (−0.70, 95% CI [−1.30, −0.11], p=0.021) and PDQ (−1.69, 95% CI [−3.20, −0.18], p=0.028) exhibited significant improvements for active treatment compared to sham in the ITT population. Analgesics use was stable and comparable in both groups. Conclusion This study demonstrated modest treatment effects of reduced disease impact, pain and functional impairment from wearable TENS in individuals with fibromyalgia. Subjects with higher pain sensitivity exhibited larger treatment effects than those with lower pain sensitivity. Wearable TENS may be a safe treatment option for people with fibromyalgia. Clinicaltrials.gov Registration NCT03714425.
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Affiliation(s)
- Robert N Jamison
- Department of Anesthesiology, Perioperative and Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Chestnut Hill, MA, USA
| | - Robert R Edwards
- Department of Anesthesiology, Perioperative and Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Chestnut Hill, MA, USA
| | - Samantha Curran
- Department of Anesthesiology, Perioperative and Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Chestnut Hill, MA, USA
| | - Limeng Wan
- Department of Anesthesiology, Perioperative and Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Chestnut Hill, MA, USA
| | - Edgar L Ross
- Department of Anesthesiology, Perioperative and Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Chestnut Hill, MA, USA
| | - Christopher J Gilligan
- Department of Anesthesiology, Perioperative and Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Chestnut Hill, MA, USA
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18
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Lin W, Farella M, Antoun JS, Topless RK, Merriman TR, Michelotti A. Factors associated with orthodontic pain. J Oral Rehabil 2021; 48:1135-1143. [PMID: 34273191 PMCID: PMC9292641 DOI: 10.1111/joor.13227] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 04/09/2021] [Accepted: 06/19/2021] [Indexed: 12/02/2022]
Abstract
Background Pain experienced at teeth during orthodontic treatment varies largely over time, with the reasons for its interindividual variability being largely unknown: age, sex, clinical activations, psychosocial factors and genetic polymorphisms of candidate genes are putative factors that may account to explain this variability. We aimed to investigate the effect of clinical, demographic, psychological and genetic factors on pain levels experienced during fixed orthodontic treatment. Methods A convenience sample of 183 patients undergoing full‐fixed orthodontic treatment were recruited. Participant's pain levels were assessed seven times over a three‐day period via a smartphone app. Clinical, demographic and psychological data were collected via questionnaires. This included the Pain Catastrophising Scale (Child version), the Corah Dental Anxiety Scale and the State and Trait Anxiety Inventory. Participants provided a DNA sample either in the form of blood or saliva, which were used for genotyping COMT gene rs6269, rs4680, rs4646310, NR3C1 gene rs2963155 and the HTR2A gene rs9316233. Results Bond ups had the greatest influence on perceived levels of pain experienced on teeth during orthodontic treatment, accounting for over 20% of total variance in pain response. High‐pain responders had higher scores on pain catastrophising (magnification subscale). Self‐reported pain during fixed orthodontic treatment was not influenced by sex, age, time into treatment, anxiety, nor by polymorphisms of COMT, HTR2A or NR3C1 genes. Conclusions Pain on teeth resulting from orthodontic fixed appliances is stronger during bonds‐up and in patients with high catastrophising scores. Demographics, type of clinical activations and the genetic polymorphisms investigated in this research had little or no impact on perceived pain levels. We investigated putative factors influencing orthodontic pain using ecological momentary assessment in 183 study participants. The findings suggest that bond ups had the greatest influence on perceived levels of pain experienced on teeth during orthodontic treatment, accounting for over 20% of total variance in pain response. High‐pain responders had higher scores on pain catastrophising (magnification subscale). Self‐reported pain during fixed orthodontic treatment was not influenced by sex, age, time into treatment, anxiety, nor by polymorphisms of COMT, HTR2A or NR3C1genes.
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Affiliation(s)
- Wei Lin
- Discipline of Orthodontics, Sir John Walsh Research Institute, University of Otago, Dunedin, New Zealand
| | - Mauro Farella
- Discipline of Orthodontics, Sir John Walsh Research Institute, University of Otago, Dunedin, New Zealand.,Department of Surgical Sciences, University of Cagliari, Sardinia, Italy
| | - Joseph S Antoun
- Discipline of Orthodontics, Sir John Walsh Research Institute, University of Otago, Dunedin, New Zealand
| | - Ruth K Topless
- Department of Biochemistry, Faculty of Dentistry, University of Otago, Dunedin, New Zealand
| | - Tony R Merriman
- Department of Biochemistry, Faculty of Dentistry, University of Otago, Dunedin, New Zealand
| | - Ambra Michelotti
- Department of Neuroscience, Reproductive Science and Oral Science, University of Naples Federico II, Naples, Italy
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Haroutounian S, Arendt-Nielsen L, Belton J, Blyth FM, Degenhardt L, Forti MD, Eccleston C, Finn DP, Finnerup NB, Fisher E, Fogarty AE, Gilron I, Hohmann AG, Kalso E, Krane E, Mohiuddin M, Moore RA, Rowbotham M, Soliman N, Wallace M, Zinboonyahgoon N, Rice ASC. International Association for the Study of Pain Presidential Task Force on Cannabis and Cannabinoid Analgesia: research agenda on the use of cannabinoids, cannabis, and cannabis-based medicines for pain management. Pain 2021; 162:S117-S124. [PMID: 34138827 PMCID: PMC8855877 DOI: 10.1097/j.pain.0000000000002266] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 03/10/2021] [Indexed: 01/08/2023]
Abstract
ABSTRACT The President of the International Association for the Study of Pain established a task force on cannabis and cannabinoid analgesia to systematically examine the evidence on (1) analgesic pharmacology of cannabinoids and preclinical evidence on their efficacy in animal models of injury-related or pathological persistent pain; (2) the clinical efficacy of cannabis, cannabinoids, and cannabis-based medicines for pain; (3) harms related to long-term use of cannabinoids; as well as (4) societal issues and policy implications related to the use of these compounds for pain management. Here, we summarize key knowledge gaps identified in the task force outputs and propose a research agenda for generating high-quality evidence on the topic. The systematic assessment of preclinical and clinical literature identified gaps in rigor of study design and reporting across the translational spectrum. We provide recommendations to improve the quality, rigor, transparency, and reproducibility of preclinical and clinical research on cannabis and cannabinoids for pain, as well as for the conduct of systematic reviews on the topic. Gaps related to comprehensive understanding of the endocannabinoid system and cannabinoid pharmacology, including pharmacokinetics and drug formulation aspects, are discussed. We outline key areas where high-quality clinical trials with cannabinoids are needed. Remaining important questions about long-term and short-term safety of cannabis and cannabinoids are emphasized. Finally, regulatory, societal, and policy challenges associated with medicinal and nonmedicinal use of cannabis are highlighted, with recommendations for improving patient safety and reducing societal harms in the context of pain management.
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Affiliation(s)
- Simon Haroutounian
- Division of Clinical and Translational Research and Washington University Pain Center. Department of Anesthesiology, Washington University School of Medicine. St Louis, MO, USA
| | - Lars Arendt-Nielsen
- Center for Neuroplasticity and Pain (CNAP) and Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, School of Medicine, Aalborg University, Aalborg, Denmark
| | - Joletta Belton
- Endless Possibilities Initiative, Fraser, CO, USA; Global Alliance of Pain Patient Advocates (GAPPA) Presidential Task Force
| | - Fiona M. Blyth
- Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2006, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW 2052, Australia
| | - Marta Di Forti
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK. National Institute for Health Research (NIHR) Mental Health Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and King’s College London, UK. South London and Maudsley NHS Mental Health Foundation Trust, London, UK
| | - Christopher Eccleston
- Centre for Pain Research. The University of Bath, Bath, UK, & Department of Clinical and Health Psychology, The University of Ghent, Belgium
| | - David P. Finn
- Pharmacology and Therapeutics, School of Medicine, Galway Neuroscience Centre and Centre for Pain Research, Human Biology Building, National University of Ireland Galway, University Road, Galway, Ireland
| | - Nanna B Finnerup
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Emma Fisher
- Centre for Pain Research. The University of Bath, Bath, UK
| | - Alexandra E. Fogarty
- Department of Neurology, Division of Physical Medicine & Rehabilitation, Washington University School of Medicine. St Louis, MO, USA
| | - Ian Gilron
- Departments of Anesthesiology & Perioperative Medicine and Biomedical & Molecular Sciences, Kingston Health Sciences Centre and Queen’s University; Centre for Neuroscience Studies, Queen’s University; School of Policy Studies, Queen’s University, Kingston, Canada
| | - Andrea G. Hohmann
- Department of Psychological and Brain Sciences, Program in Neuroscience, Gill Center for Biomolecular Science, Indiana University, Bloomington, IN, USA
| | - Eija Kalso
- Department of Pharmacology and SleepWell Research Programme, University of Helsinki; Department of Anaesthesiology, Intensive Care and Pain Medicine, Helsinki University Hospital
| | - Elliot Krane
- Departments of Anesthesiology, Perioperative, and Pain Medicine, & Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | - Mohammed Mohiuddin
- Department of Anesthesiology & Perioperative Medicine and, Queen’s University, Kingston, Canada
| | | | - Michael Rowbotham
- Department of Anesthesia, University of California, San Francisco, California, USA
| | - Nadia Soliman
- Pain Research, Department of Surgery & Cancer, Faculty of Medicine, Imperial College London, UK
| | - Mark Wallace
- Division of Pain Medicine, Department of Anesthesiology, University of California San Diego
| | | | - Andrew SC Rice
- Pain Research, Department of Surgery & Cancer, Faculty of Medicine, Imperial College London, UK
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20
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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: 22] [Impact Index Per Article: 7.3] [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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21
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Cuménal M, Selvy M, Kerckhove N, Bertin C, Morez M, Courteix C, Busserolles J, Balayssac D. The Safety of Medications used to Treat Peripheral Neuropathic Pain, Part 2 (Opioids, Cannabinoids and Other Drugs): review of Double-Blind, Placebo-Controlled, Randomized Clinical Trials. Expert Opin Drug Saf 2020; 20:51-68. [PMID: 33103931 DOI: 10.1080/14740338.2021.1842871] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Peripheral neuropathic pain is a disabling condition for patients and a challenge for physicians. Although many drugs have been assessed in scientific studies, few have demonstrated clear clinical efficacy against neuropathic pain. Moreover, the paucity of data regarding their safety raises the question of the benefit-risk ratio when used in patients experiencing peripheral neuropathies. AREAS COVERED We conducted a review of double-blind, placebo-controlled, randomized clinical trials to assess the safety of medications used to treat peripheral neuropathic pain. This second review was focused on opioids, cannabinoids, and other medications. The aim was to provide an overview of the treatment-emergent adverse events (TEAEs) (≥10%) and the serious adverse effects described in clinical trials. EXPERT OPINION Opioids and cannabinoids had significantly more TEAEs than placebos. Locally administered analgesics, such as capsaicin, lidocaine, botulinum toxin A seemed to have the most acceptable safety with only local adverse effects. The results for NMDA antagonists were inconclusive since no safety report was available. Less than half of the studies included presented a good description of TEAEs that included a statistical comparison versus a placebo group. Major methodological improvements must be made to ameliorate the assessment of medication safety in future clinical trials.
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Affiliation(s)
- Mélissa Cuménal
- Université Clermont Auvergne, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - Marie Selvy
- Université Clermont Auvergne,CHU Clermont-Ferrand, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - Nicolas Kerckhove
- Université Clermont Auvergne, CHU Clermont-Ferrand, INSERM U1107 NEURO-DOL, Institut Analgesia , Clermont-Ferrand, France
| | - Célian Bertin
- Université Clermont Auvergne, CHU Clermont-Ferrand, INSERM U1107 NEURO-DOL, Institut Analgesia , Clermont-Ferrand, France
| | - Margaux Morez
- Université Clermont Auvergne, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - Christine Courteix
- Université Clermont Auvergne, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - Jérôme Busserolles
- Université Clermont Auvergne, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
| | - David Balayssac
- Université Clermont Auvergne,CHU Clermont-Ferrand, INSERM U1107, NEURO-DOL , Clermont-Ferrand, France
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22
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Smith SM, Dworkin RH, Turk DC, McDermott MP, Eccleston C, Farrar JT, Rowbotham MC, Bhagwagar Z, Burke LB, Cowan P, Ellenberg SS, Evans SR, Freeman RL, Garrison LP, Iyengar S, Jadad A, Jensen MP, Junor R, Kamp C, Katz NP, Kesslak JP, Kopecky EA, Lissin D, Markman JD, Mease PJ, O'Connor AB, Patel KV, Raja SN, Sampaio C, Schoenfeld D, Singh J, Steigerwald I, Strand V, Tive LA, Tobias J, Wasan AD, Wilson HD. Interpretation of chronic pain clinical trial outcomes: IMMPACT recommended considerations. Pain 2020; 161:2446-2461. [PMID: 32520773 PMCID: PMC7572524 DOI: 10.1097/j.pain.0000000000001952] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Interpreting randomized clinical trials (RCTs) is crucial to making decisions regarding the use of analgesic treatments in clinical practice. In this article, we report on an Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials (IMMPACT) consensus meeting organized by the Analgesic, Anesthetic, and Addiction Clinical Trial Translations, Innovations, Opportunities, and Networks, the purpose of which was to recommend approaches that facilitate interpretation of analgesic RCTs. We review issues to consider when drawing conclusions from RCTs, as well as common methods for reporting RCT results and the limitations of each method. These issues include the type of trial, study design, statistical analysis methods, magnitude of the estimated beneficial and harmful effects and associated precision, availability of alternative treatments and their benefit-risk profile, clinical importance of the change from baseline both within and between groups, presentation of the outcome data, and the limitations of the approaches used.
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Affiliation(s)
- Shannon M Smith
- Department of Anesthesiology and Perioperative Medicine, University of Rochester Medical Center, Rochester, NY, United States
- Department of Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, NY, United States
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, United States
| | - Robert H Dworkin
- Department of Anesthesiology and Perioperative Medicine, University of Rochester Medical Center, Rochester, NY, United States
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, United States
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
- Center for Health and Technology, University of Rochester Medical Center, Rochester, NY, United States
| | - Dennis C Turk
- Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, United States
| | - Michael P McDermott
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
- Center for Health and Technology, University of Rochester Medical Center, Rochester, NY, United States
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY, United States
| | | | - John T Farrar
- Departments of Epidemiology, Neurology, and Anesthesia, University of Pennsylvania, Philadelphia, PA, United States
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, United States
| | | | - Zubin Bhagwagar
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
- Rallybio, New Haven, CT, United States
| | - Laurie B Burke
- School of Pharmacy, University of Maryland, Baltimore, MD, United States
- LORA Group, LLC, Royal Oak, MD, United States
| | - Penney Cowan
- American Chronic Pain Association, Rocklin, CA, United States
| | - Susan S Ellenberg
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, United States
| | - Scott R Evans
- Department of Epidemiology and Biostatistics, The George Washington University, Washington, DC, United States
| | - Roy L Freeman
- Department of Neurology, Harvard Medical School, Boston, MA, United States
| | - Louis P Garrison
- Department of Pharmacy, University of Washington, Seattle, WA, United States
| | | | - Alejandro Jadad
- Department of Anesthesia, Faculty of Medicine, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Mark P Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, United States
| | | | - Cornelia Kamp
- Center for Health and Technology, University of Rochester Medical Center, Rochester, NY, United States
- Clinical Materials Services Unit, University of Rochester Medical Center, Rochester, NY, United States
| | - Nathaniel P Katz
- Tufts University School of Medicine, Boston, MA, United States
- Analgesic Solutions, Natick, MA, United States
| | | | | | - Dmitri Lissin
- Scilex Pharmaceuticals, Palo Alto, CA, United States
| | - John D Markman
- Neuromedicine Pain Management and Translational Pain Research, University of Rochester School of Medicine and Dentistry, Rochester, NY, United States
| | - Philip J Mease
- Rheumatology Clinical Research, Swedish Medical Center, Seattle, WA, United States
- University of Washington School of Medicine, Seattle, WA, United States
| | - Alec B O'Connor
- Department of Medicine, University of Rochester Medical Center, Rochester, NY, United States
| | - Kushang V Patel
- Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, United States
| | - Srinivasa N Raja
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Cristina Sampaio
- Faculdade Medicinda de Lisboa, Universidade de Lisboa, Lisboa, Portugal
- CHDI Foundation, Princeton, NJ, United States
| | - David Schoenfeld
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Jasvinder Singh
- Departments of Medicine and Epidemiology, University of Alabama at Birmingham School of Medicine, Birmingham, AB, United States
| | | | - Vibeke Strand
- Division of Immunology/Rheumatology, Stanford University, Palo Alto, CA, United States
| | | | - Jeffrey Tobias
- Aquila Consulting Group, LLC, Petaluma, CA, United States
| | - Ajay D Wasan
- Departments of Anesthesiology and Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
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Gewandter JS, Dworkin RH, Turk DC, Devine EG, Hewitt D, Jensen MP, Katz NP, Kirkwood AA, Malamut R, Markman JD, Vrijens B, Burke L, Campbell JN, Carr DB, Conaghan PG, Cowan P, Doyle MK, Edwards RR, Evans SR, Farrar JT, Freeman R, Gilron I, Juge D, Kerns RD, Kopecky EA, McDermott MP, Niebler G, Patel KV, Rauck R, Rice ASC, Rowbotham M, Sessler NE, Simon LS, Singla N, Skljarevski V, Tockarshewsky T, Vanhove GF, Wasan AD, Witter J. Improving Study Conduct and Data Quality in Clinical Trials of Chronic Pain Treatments: IMMPACT Recommendations. THE JOURNAL OF PAIN 2020; 21:931-942. [PMID: 31843583 PMCID: PMC7292738 DOI: 10.1016/j.jpain.2019.12.003] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 10/30/2019] [Accepted: 12/11/2019] [Indexed: 11/30/2022]
Abstract
The estimated probability of progressing from phase 3 analgesic clinical trials to regulatory approval is approximately 57%, suggesting that a considerable number of treatments with phase 2 trial results deemed sufficiently successful to progress to phase 3 do not yield positive phase 3 results. Deficiencies in the quality of clinical trial conduct could account for some of this failure. An Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials meeting was convened to identify potential areas for improvement in trial conduct in order to improve assay sensitivity (ie, ability of trials to detect a true treatment effect). We present recommendations based on presentations and discussions at the meeting, literature reviews, and iterative revisions of this article. The recommendations relate to the following areas: 1) study design (ie, to promote feasibility), 2) site selection and staff training, 3) participant selection and training, 4) treatment adherence, 5) data collection, and 6) data and study monitoring. Implementation of these recommendations may improve the quality of clinical trial data and thus the validity and assay sensitivity of clinical trials. Future research regarding the effects of these strategies will help identify the most efficient use of resources for conducting high quality clinical trials. PERSPECTIVE: Every effort should be made to optimize the quality of clinical trial data. This manuscript discusses considerations to improve conduct of pain clinical trials based on research in multiple medical fields and the expert consensus of pain researchers and stakeholders from academia, regulatory agencies, and industry.
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Affiliation(s)
| | | | | | | | | | | | - Nathaniel P Katz
- Analgesic Solutions, Natick, Massachusetts; Tufts University, Boston, Massachusetts
| | - Amy A Kirkwood
- CR UK and UCL Cancer Trials Centre, UCL Cancer Institute, London, UK
| | | | - John D Markman
- University of Rochester Medical Center, Rochester, New York
| | | | | | | | - Daniel B Carr
- Tufts University School of Medicine, Boston, Massachusetts
| | - Philip G Conaghan
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, & NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Penney Cowan
- American Chronic Pain Association, Rocklin, California
| | | | | | - Scott R Evans
- George Washington University, Washington, District of Columbia
| | - John T Farrar
- University of Pennsylvania, Philadelphia, Pennsylvania
| | - Roy Freeman
- Brigham & Women's Hospital, Boston, Massachusetts
| | - Ian Gilron
- Queen's University, Kingston, Ontario, Canada
| | - Dean Juge
- Horizon Pharma, Lake Forest, Illinois
| | | | | | | | | | | | - Richard Rauck
- Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | | | | | | | | | - Neil Singla
- Lotus Clinical Research, Pasadena, California
| | | | | | | | - Ajay D Wasan
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - James Witter
- National Institutes of Health, Bethesda, Maryland
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24
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Safe methods of imputation for clinical trials of interventions for chronic pain: promoting transparency and comparison. Pain 2020; 161:2225-2226. [DOI: 10.1097/j.pain.0000000000001938] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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