Literature DB >> 29417694

Inferring distinct mechanisms in the absence of subjective differences: Placebo and centrally acting analgesic underlie unique brain adaptations.

Pascal Tétreault1, Marwan N Baliki2,3, Alexis T Baria1, William R Bauer4, Thomas J Schnitzer5, A Vania Apkarian1,6.   

Abstract

Development and maintenance of chronic pain is associated with structural and functional brain reorganization. However, few studies have explored the impact of drug treatments on such changes. The extent to which long-term analgesia is related to brain adaptations and its effects on the reversibility of brain reorganization remain unclear. In a randomized placebo-controlled clinical trial, we contrasted pain relief (3-month treatment period), and anatomical (gray matter density [GMD], assessed by voxel-based morphometry) and functional connectivity (resting state fMRI nodal degree count [DC]) adaptations, in 39 knee osteoarthritis (OA) patients (22 females), randomized to duloxetine (DLX, 60 mg once daily) or placebo. Pain relief was equivalent between treatment types. However, distinct circuitry (GMD and DC) could explain pain relief in each group: up to 85% of variance for placebo analgesia and 49% of variance for DLX analgesia. No behavioral measures (collected at entry into the study) could independently explain observed analgesia. Identified circuitry were outside of nociceptive circuitry and minimally overlapped with OA-abnormal or placebo response predictive brain regions. Mediation analysis revealed that changes in GMD and DC can influence each other across remote brain regions to explain observed analgesia. Therefore, we can conclude that distinct brain mechanisms underlie DLX and placebo analgesia in OA. The results demonstrate that even in the absence of differences in subjective pain relief, pharmacological treatments can be differentiated from placebo based on objective brain biomarkers. This is a crucial step to untangling mechanisms and advancing personalized therapy approaches for chronic pain.
© 2018 Wiley Periodicals, Inc.

Entities:  

Keywords:  brain networks; chronic pain; clinical trial; functional magnetic resonance imaging; gray matter density; osteoarthritis; pharmacotherapy; placebo

Mesh:

Substances:

Year:  2018        PMID: 29417694      PMCID: PMC5895516          DOI: 10.1002/hbm.23999

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  48 in total

1.  Activation likelihood estimation meta-analysis of brain correlates of placebo analgesia in human experimental pain.

Authors:  Martina Amanzio; Fabrizio Benedetti; Carlo A Porro; Sara Palermo; Franco Cauda
Journal:  Hum Brain Mapp       Date:  2011-11-29       Impact factor: 5.038

2.  Do psychological characteristics predict response to exercise and advice for subacute low back pain?

Authors:  Rob J E M Smeets; Chris G Maher; Michael K Nicholas; Kathy M Refshauge; Robert D Herbert
Journal:  Arthritis Rheum       Date:  2009-09-15

3.  Brain gray matter decrease in chronic pain is the consequence and not the cause of pain.

Authors:  Rea Rodriguez-Raecke; Andreas Niemeier; Kristin Ihle; Wolfgang Ruether; Arne May
Journal:  J Neurosci       Date:  2009-11-04       Impact factor: 6.167

Review 4.  Towards a mechanism-based approach to pain management in osteoarthritis.

Authors:  Anne-Marie Malfait; Thomas J Schnitzer
Journal:  Nat Rev Rheumatol       Date:  2013-09-17       Impact factor: 20.543

5.  Gray matter changes related to chronic posttraumatic headache.

Authors:  Mark Obermann; K Nebel; C Schumann; D Holle; E R Gizewski; M Maschke; P J Goadsby; H-C Diener; Z Katsarava
Journal:  Neurology       Date:  2009-09-22       Impact factor: 9.910

6.  Gray matter and intrinsic network changes in the posterior cingulate cortex after selective serotonin reuptake inhibitor intake.

Authors:  Christoph Kraus; Sebastian Ganger; Jan Losak; Andreas Hahn; Markus Savli; Georg S Kranz; Pia Baldinger; Christian Windischberger; Siegfried Kasper; Rupert Lanzenberger
Journal:  Neuroimage       Date:  2013-08-26       Impact factor: 6.556

Review 7.  A Mechanism-Based Approach to the Management of Osteoarthritis Pain.

Authors:  Ezra Cohen; Yvonne C Lee
Journal:  Curr Osteoporos Rep       Date:  2015-12       Impact factor: 5.096

8.  Inferring distinct mechanisms in the absence of subjective differences: Placebo and centrally acting analgesic underlie unique brain adaptations.

Authors:  Pascal Tétreault; Marwan N Baliki; Alexis T Baria; William R Bauer; Thomas J Schnitzer; A Vania Apkarian
Journal:  Hum Brain Mapp       Date:  2018-02-07       Impact factor: 5.038

9.  Functional reorganization of the default mode network across chronic pain conditions.

Authors:  Marwan N Baliki; Ali R Mansour; Alex T Baria; A Vania Apkarian
Journal:  PLoS One       Date:  2014-09-02       Impact factor: 3.240

10.  Global disruption of degree rank order: a hallmark of chronic pain.

Authors:  Ali Mansour; Alex T Baria; Pascal Tetreault; Etienne Vachon-Presseau; Pei-Ching Chang; Lejian Huang; A Vania Apkarian; Marwan N Baliki
Journal:  Sci Rep       Date:  2016-10-11       Impact factor: 4.379

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  9 in total

Review 1.  Composite Pain Biomarker Signatures for Objective Assessment and Effective Treatment.

Authors:  Irene Tracey; Clifford J Woolf; Nick A Andrews
Journal:  Neuron       Date:  2019-03-06       Impact factor: 17.173

Review 2.  Deconstructing biomarkers for chronic pain: context- and hypothesis-dependent biomarker types in relation to chronic pain.

Authors:  Diane Reckziegel; Etienne Vachon-Presseau; Bogdan Petre; Thomas J Schnitzer; Marwan N Baliki; A Vania Apkarian
Journal:  Pain       Date:  2019-05       Impact factor: 6.961

3.  Validating a biosignature-predicting placebo pill response in chronic pain in the settings of a randomized controlled trial.

Authors:  Etienne Vachon-Presseau; Taha B Abdullah; Sara E Berger; Lejian Huang; James W Griffith; Thomas J Schnitzer; A Vania Apkarian
Journal:  Pain       Date:  2022-05-01       Impact factor: 7.926

Review 4.  Toward Composite Pain Biomarkers of Neuropathic Pain-Focus on Peripheral Neuropathic Pain.

Authors:  Monica M Diaz; Jacob Caylor; Irina Strigo; Imanuel Lerman; Brook Henry; Eduardo Lopez; Mark S Wallace; Ronald J Ellis; Alan N Simmons; John R Keltner
Journal:  Front Pain Res (Lausanne)       Date:  2022-05-11

5.  Inferring distinct mechanisms in the absence of subjective differences: Placebo and centrally acting analgesic underlie unique brain adaptations.

Authors:  Pascal Tétreault; Marwan N Baliki; Alexis T Baria; William R Bauer; Thomas J Schnitzer; A Vania Apkarian
Journal:  Hum Brain Mapp       Date:  2018-02-07       Impact factor: 5.038

6.  The cerebral mechanism of the specific and nonspecific effects of acupuncture based on knee osteoarthritis: study protocol for a randomized controlled trial.

Authors:  Na Zhang; Jin-Ling Li; Chao-Qun Yan; Xu Wang; Lu-Lu Lin; Jian-Feng Tu; You-Sheng Qi; Jun-Hong Liu; Cun-Zhi Liu; Li-Qiong Wang
Journal:  Trials       Date:  2020-06-23       Impact factor: 2.279

7.  Multivariate resting-state functional connectivity predicts responses to real and sham acupuncture treatment in chronic low back pain.

Authors:  Yiheng Tu; Ana Ortiz; Randy L Gollub; Jin Cao; Jessica Gerber; Courtney Lang; Joel Park; Georgia Wilson; Wei Shen; Suk-Tak Chan; Ajay D Wasan; Robert R Edwards; Vitaly Napadow; Ted J Kaptchuk; Bruce Rosen; Jian Kong
Journal:  Neuroimage Clin       Date:  2019-05-28       Impact factor: 4.881

8.  Effects of Chronic Pain Treatment on Altered Functional and Metabolic Activities in the Brain: A Systematic Review and Meta-Analysis of Functional Neuroimaging Studies.

Authors:  Dongwon Kim; Younbyoung Chae; Hi-Joon Park; In-Seon Lee
Journal:  Front Neurosci       Date:  2021-07-05       Impact factor: 4.677

9.  Reduced anterior cingulate grey matter volume in painful hand osteoarthritis.

Authors:  Mark D Russell; Thomas R Barrick; Franklyn A Howe; Nidhi Sofat
Journal:  Rheumatol Int       Date:  2018-06-23       Impact factor: 2.631

  9 in total

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