Literature DB >> 33172597

III. Detecting Treatment Effects in Clinical Trials With Different Indices of Pain Intensity Derived From Ecological Momentary Assessment.

Stefan Schneider1, Doerte U Junghaenel2, Masakatsu Ono2, Joan E Broderick2, Arthur A Stone3.   

Abstract

Pain intensity represents the primary outcome in most pain clinical trials. Identifying methods to measure aspects of pain that are most sensitive to treatment may facilitate discovery of effective interventions. In this third of 3 articles examining alternative indices of pain intensity derived from ecological momentary assessments (EMA), we compare treatment effects based on Average Pain, Maximum Pain, Minimum Pain, Pain Variability, Time in High Pain, Time in Low Pain, and Pain After Wake-Up. We also examine which indices contribute to Patient Global Impressions of Change (PGIC). Data came from 2 randomized, double-blind, placebo-controlled trials examining the efficacy of milnacipran for fibromyalgia treatment; 2,084 patients provided >1 million EMA pain intensity ratings over 24 (Study 1) or 26 (Study 2) treatment weeks. Pain Variability and Time in High Pain produced significantly smaller treatment effects than Average Pain; other pain indices showed effects that were numerically smaller, but not significantly different from Average Pain. Changes in all pain indices were significantly associated with PGIC, with improvements in Maximum Pain and in Pain Variability offering small incremental contributions to understanding PGIC over Average Pain. Results suggest that different pain indices could be used to detect treatment effects in pain clinical trials. PERSPECTIVE: Alternative summary measures of pain intensity derived from EMA may broaden the scope of outcomes useful in pain clinical trials. In this analysis of a pharmacological treatment for fibromyalgia, most pain summary measures indicated similar effects; improvements in Maximum Pain and Pain Variability contributed to understanding PGIC over Average Pain.
Copyright © 2020 United States Association for the Study of Pain, Inc. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Pain intensity; Patient Global Impression of Change; clinical trials; ecological momentary assessment; pain indices; treatment effects

Mesh:

Substances:

Year:  2020        PMID: 33172597      PMCID: PMC8043984          DOI: 10.1016/j.jpain.2020.10.003

Source DB:  PubMed          Journal:  J Pain        ISSN: 1526-5900            Impact factor:   5.820


  50 in total

1.  An index of local sensitivity to nonignorable drop-out in longitudinal modelling.

Authors:  Guoguang Ma; Andrea B Troxel; Daniel F Heitjan
Journal:  Stat Med       Date:  2005-07-30       Impact factor: 2.373

2.  Single vs composite measures of pain intensity: relative sensitivity for detecting treatment effects.

Authors:  Mark P Jensen; Xiaojun Hu; Susan L Potts; Errol M Gould
Journal:  Pain       Date:  2012-12-28       Impact factor: 6.961

Review 3.  Milnacipran for pain in fibromyalgia in adults.

Authors:  Malene Cording; Sheena Derry; Tudor Phillips; R Andrew Moore; Philip J Wiffen
Journal:  Cochrane Database Syst Rev       Date:  2015-10-20

4.  Distinguishing between frequency and intensity of health-related symptoms from diary assessments.

Authors:  Stefan Schneider; Arthur A Stone
Journal:  J Psychosom Res       Date:  2014-07-14       Impact factor: 3.006

5.  Sleep, psychological distress, and stress arousal in women with fibromyalgia.

Authors:  J L Shaver; M Lentz; C A Landis; M M Heitkemper; D S Buchwald; N F Woods
Journal:  Res Nurs Health       Date:  1997-06       Impact factor: 2.228

6.  Investigating intraindividual pain variability: methods, applications, issues, and directions.

Authors:  Chung Jung Mun; Hye Won Suk; Mary C Davis; Paul Karoly; Patrick Finan; Howard Tennen; Mark P Jensen
Journal:  Pain       Date:  2019-11       Impact factor: 6.961

7.  Clinical importance of changes in chronic pain intensity measured on an 11-point numerical pain rating scale.

Authors:  John T Farrar; James P Young; Linda LaMoreaux; John L Werth; Michael R Poole
Journal:  Pain       Date:  2001-11       Impact factor: 6.961

8.  Considerations for improving assay sensitivity in chronic pain clinical trials: IMMPACT recommendations.

Authors:  Robert H Dworkin; Dennis C Turk; Sarah Peirce-Sandner; Laurie B Burke; John T Farrar; Ian Gilron; Mark P Jensen; Nathaniel P Katz; Srinivasa N Raja; Bob A Rappaport; Michael C Rowbotham; Misha-Miroslav Backonja; Ralf Baron; Nicholas Bellamy; Zubin Bhagwagar; Ann Costello; Penney Cowan; Weikai Christopher Fang; Sharon Hertz; Gary W Jay; Roderick Junor; Robert D Kerns; Rosemary Kerwin; Ernest A Kopecky; Dmitri Lissin; Richard Malamut; John D Markman; Michael P McDermott; Catherine Munera; Linda Porter; Christine Rauschkolb; Andrew S C Rice; Cristina Sampaio; Vladimir Skljarevski; Kenneth Sommerville; Brett R Stacey; Ilona Steigerwald; Jeffrey Tobias; Ann Marie Trentacosti; Ajay D Wasan; George A Wells; Jim Williams; James Witter; Dan Ziegler
Journal:  Pain       Date:  2012-04-09       Impact factor: 6.961

9.  Efficacy of duloxetine in patients with fibromyalgia: pooled analysis of 4 placebo-controlled clinical trials.

Authors:  Lesley M Arnold; Daniel J Clauw; Madelaine M Wohlreich; Fujun Wang; Jonna Ahl; Paula J Gaynor; Amy S Chappell
Journal:  Prim Care Companion J Clin Psychiatry       Date:  2009

10.  Milnacipran for the treatment of fibromyalgia in adults: a 15-week, multicenter, randomized, double-blind, placebo-controlled, multiple-dose clinical trial.

Authors:  Daniel J Clauw; Philip Mease; Robert H Palmer; R Michael Gendreau; Yong Wang
Journal:  Clin Ther       Date:  2008-11       Impact factor: 3.393

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  4 in total

1.  I. Indices of Pain Intensity Derived From Ecological Momentary Assessments: Rationale and Stakeholder Preferences.

Authors:  Arthur A Stone; Joan E Broderick; Roberta E Goldman; Doerte U Junghaenel; Alicia Bolton; Marcella May; Stefan Schneider
Journal:  J Pain       Date:  2020-09-15       Impact factor: 5.820

2.  Pain experiences among women in midlife with existing health conditions: changes across pre-COVID-19, stay-at-home orders, and initial reopening.

Authors:  Danielle Arigo; Laura Travers; Laura M König
Journal:  Psychol Health       Date:  2022-01-21

3.  Data visualization as an intervention for pediatric chronic pain: a pilot feasibility study protocol for a randomized controlled crossover trial.

Authors:  Katelynn E Boerner; Unma Desai; Karon E MacLean; Tamara Munzner; Haley Foladare; Javed Gill; Tim F Oberlander
Journal:  Pilot Feasibility Stud       Date:  2022-10-03

4.  High-resolution, field approaches for assessing pain: Ecological Momentary Assessment.

Authors:  Arthur A Stone; Alexander Obbarius; Doerte U Junghaenel; Cheng K F Wen; Stefan Schneider
Journal:  Pain       Date:  2021-01       Impact factor: 7.926

  4 in total

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