Literature DB >> 19549060

Pain responder analysis: use of area under the curve to enhance interpretation of clinical trial results.

Joseph C Cappelleri1, Andrew G Bushmakin, Gergana Zlateva, Alesia Sadosky.   

Abstract

Interpretation of results on patient-reported pain outcomes from clinical trials should be meaningful to patients and healthcare providers. This study applied an area-under-the-curve (AUC) analysis to responder profiles in a clinical trial of pregabalin for the treatment of fibromyalgia (FM). Data were from a 14-week, randomized, placebo-controlled trial of pregabalin (300, 450, or 600 mg/day) for the treatment of FM in patients meeting American College of Rheumatology criteria for FM and with a baseline pain score of at least 40 mm on the 100-mm pain visual analogue scale. Pain was evaluated in a daily diary by patients using an 11-point numeric rating scale (0 = no pain, 10 = worst possible pain). Response profiles on pain improvement scores and their differences between pregabalin and placebo were assessed using the AUC (derived using the trapezoidal rule) from the responder curve (vertical axis, proportion of subjects; horizontal axis, minimum percent improvement in pain). The AUC can be interpreted as if all responders were improved by the same percentage equal to the AUC divided by 100. The AUCs (2,100 for placebo, and 2,944, 3,170, and 3,349 for pregabalin 300, 450, and 600 mg, respectively) can be considered as if every responder improved by 21, 29, 31, and 33.5% in the responder's respective treatment group. Pain improvement was significantly better with pregabalin (P < 0.05), with pregabalin responders improving by 8.4% (300 mg/day), 10.7% (450 mg/day), and 12.5% (600 mg/day) more than placebo responders. This novel approach demonstrates that responder profiles can provide an enhanced interpretation of pain outcomes for patient care and symptom management.

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Year:  2009        PMID: 19549060     DOI: 10.1111/j.1533-2500.2009.00293.x

Source DB:  PubMed          Journal:  Pain Pract        ISSN: 1530-7085            Impact factor:   3.183


  7 in total

1.  Applying area-under-the-curve analysis to enhance interpretation of response profiles: an application to sleep quality scores in patients with fibromyalgia.

Authors:  Andrew G Bushmakin; Joseph C Cappelleri; Gergana Zlateva; Alesia Sadosky
Journal:  Qual Life Res       Date:  2010-10-27       Impact factor: 4.147

2.  Cumulative proportion of responders analysis (CPRA) as a tool to assess treatment outcome in alcohol clinical trials.

Authors:  Daniel E Falk; Raye Z Litten; Raymond F Anton; Henry R Kranzler; Bankole A Johnson
Journal:  J Stud Alcohol Drugs       Date:  2014-03       Impact factor: 2.582

3.  Temperature-responsive silk-elastinlike protein polymer enhancement of intravesical drug delivery of a therapeutic glycosaminoglycan for treatment of interstitial cystitis/painful bladder syndrome.

Authors:  M Martin Jensen; Wanjian Jia; Austin J Schults; Kyle J Isaacson; Douglas Steinhauff; Bryant Green; B Zachary; Joseph Cappello; Hamidreza Ghandehari; Siam Oottamasathien
Journal:  Biomaterials       Date:  2019-06-20       Impact factor: 12.479

4.  Patient controlled analgesia with remifentanil versus epidural analgesia in labour: randomised multicentre equivalence trial.

Authors:  Liv M Freeman; Kitty W Bloemenkamp; Maureen T Franssen; Dimitri N Papatsonis; Petra J Hajenius; Markus W Hollmann; Mallory D Woiski; Martina Porath; Hans J van den Berg; Erik van Beek; Odette W H M Borchert; Nico Schuitemaker; J Marko Sikkema; A H M Kuipers; Sabine L M Logtenberg; Paulien C M van der Salm; Katrien Oude Rengerink; Enrico Lopriore; M Elske van den Akker-van Marle; Saskia le Cessie; Jan M van Lith; Michel M Struys; Ben Willem J Mol; Albert Dahan; Johanna M Middeldorp
Journal:  BMJ       Date:  2015-02-23

5.  Ultrasound-guided erector spinae plane catheter versus video-assisted paravertebral catheter placement in minimally invasive thoracic surgery: comparing continuous infusion analgesic techniques on early quality of recovery, respiratory function and chronic persistent surgical pain: study protocol for a double-blinded randomised controlled trial.

Authors:  Aneurin Moorthy; Aisling Ni Eochagain; Eamon Dempsey; Donal Buggy
Journal:  Trials       Date:  2021-12-28       Impact factor: 2.279

6.  Manipulating the Placebo Response in Experimental Pain by Altering Doctor's Performance Style.

Authors:  Efrat Czerniak; Anat Biegon; Amitai Ziv; Orit Karnieli-Miller; Mark Weiser; Uri Alon; Atay Citron
Journal:  Front Psychol       Date:  2016-06-30

7.  Epidural analgesia versus intravenous analgesia after minimally invasive repair of pectus excavatum in pediatric patients: a systematic review and meta-analysis.

Authors:  Min Hee Heo; Ji Yeon Kim; Jung Hyeon Kim; Kyung Woo Kim; Sang Il Lee; Kyung-Tae Kim; Jang Su Park; Won Joo Choe; Jun Hyun Kim
Journal:  Korean J Anesthesiol       Date:  2021-08-04
  7 in total

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