Brain networks predicting placebo analgesia in a clinical trial for chronic back pain

被引:87
|
作者
Hashmi, Javeria A. [1 ]
Baria, Alex T. [1 ]
Baliki, Marwan N. [1 ]
Huang, Lejian [1 ]
Schnitzer, Thomas J. [2 ]
Apkarian, A. Vania [1 ]
机构
[1] Northwestern Univ, Feinberg Sch Med, Dept Physiol, Chicago, IL 60611 USA
[2] Northwestern Univ, Feinberg Sch Med, Dept Rheumatol, Chicago, IL 60611 USA
基金
美国国家卫生研究院;
关键词
Chronic pain; Clinical trial; Cognitive; Emotion; fMRI; Pain modulation; Placebo; Prediction; Prefrontal cortex; LIDOCAINE PATCH 5-PERCENT; BOWEL-SYNDROME PATIENTS; MECHANISMS; FMRI; ANTICIPATION; INTENSITY; EXPECTATION; PERCEPTION; MODULATION; ACTIVATION;
D O I
10.1016/j.pain.2012.08.008
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
A fundamental question for placebo research is whether such responses are a predisposition, quantifiable by brain characteristics. We examine this issue in chronic back pain (CBP) patients who participated in a double-blind brain imaging (functional magnetic resonance imaging) clinical trial. We recently reported that when the 30 CBP participants were treated, for 2 weeks, with topical analgesic or no drug patches, pain and brain activity decreased independently of treatment type and thus were attributed to placebo responses. Here we examine in the same group brain markers for predicting placebo responses-that is, for differentiating between posttreatment persistent CBP (CBPp) and decreasing CBP (CBPd) groups. At baseline, pain and brain activity for rating spontaneous fluctuations of back pain were not different between the 2 groups. However, on the basis of brain activity differences after treatment, we identified that at baseline the extent of information shared (functional connectivity) between left medial prefrontal cortex and bilateral insula accurately (0.8) predicted posttreatment groups. This was validated in an independent cohort. Additionally, by means of frequency domain contrasts, we observe that at baseline, left dorsolateral prefrontal cortex high-frequency oscillations also predicted treatment outcomes and identified an additional set of functional connections distinguishing treatment outcomes. Combining medial and lateral prefrontal functional connections, we observe a statistically higher accuracy (0.9) for predicting posttreatment groups. These findings indicate that placebo response can be identified a priori at least in CBP, and that neuronal population interactions between prefrontal cognitive and pain processing regions predetermine the probability of placebo response in the clinical setting. (C) 2012 International Association for the Study of Pain. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:2393 / 2402
页数:10
相关论文
共 50 条
  • [21] Effects of auricular acupuncture on chronic pain in people with back musculoskeletal disorders: a randomized clinical trial
    Moura, Caroline de Castro
    Lopes Chaves, Erika de Cassia
    Machado Chianca, Tania Couto
    Ruginsk, Silvia Graciela
    Nogueira, Denismar Alves
    Iunes, Denise Hollanda
    REVISTA DA ESCOLA DE ENFERMAGEM DA USP, 2019, 53
  • [22] Personality Differences of Brain Networks in Placebo Analgesia and Nocebo Hyperalgesia: A Psychophysiological Interaction (PPI) Approach in fMRI
    Shi, Yu
    Huang, Shimin
    Zhan, Hongrui
    Wang, Yaping
    Zeng, Yanyan
    Cai, Guiyuan
    Yang, Jianming
    Wu, Wen
    NEURAL PLASTICITY, 2020, 2020
  • [23] Visually induced analgesia during massage treatment in chronic back pain patients
    Loeffler, A.
    Trojan, J.
    Zieglgaensberger, W.
    Diers, M.
    EUROPEAN JOURNAL OF PAIN, 2017, 21 (10) : 1623 - 1631
  • [24] Prior Pain Exposure and Mere Possession of a Placebo Analgesic Predict Placebo Analgesia: Findings From a Randomized, Double-Blinded, Controlled Trial
    Yeung, Victoria Wai-lan
    Geers, Andrew L.
    JOURNAL OF PAIN, 2021, 22 (04) : 415 - 431
  • [25] INTENSIVE DYNAMIC BACK EXERCISES FOR CHRONIC LOW-BACK-PAIN - A CLINICAL-TRIAL
    MANNICHE, C
    LUNDBERG, E
    CHRISTENSEN, I
    BENTZEN, L
    HESSELSOE, G
    PAIN, 1991, 47 (01) : 53 - 63
  • [26] Altered effective connectivity within the cingulo-frontal-parietal cognitive attention networks in chronic low back pain: a dynamic causal modeling study
    Mao, Cui Ping
    Yang, Hua Juan
    Zhang, Qiu Juan
    Yang, Quan Xin
    Li, Xiao Hui
    BRAIN IMAGING AND BEHAVIOR, 2022, 16 (04) : 1516 - 1527
  • [27] Trial Design and Endpoint Evaluation in Clinical Studies Addressing Chronic Back Pain
    Staats, Peter S.
    SPINE, 2017, 42 (14) : S93 - S97
  • [28] A randomized controlled trial of gabapentin for chronic low back pain with and without a radiating component
    Atkinson, J. Hampton
    Slater, Mark A.
    Capparelli, Edmund V.
    Patel, Shetal M.
    Wolfson, Tanya
    Gamst, Anthony
    Abramson, Ian S.
    Wallace, Mark S.
    Funk, Stephen D.
    Rutledge, Thomas R.
    Wetherell, Julie L.
    Matthews, Scott C.
    Zisook, Sidney
    Garfin, Steven R.
    PAIN, 2016, 157 (07) : 1499 - 1507
  • [29] Brain structural and psychometric alterations in chronic low back pain
    Ivo, Roland
    Nicklas, Anne
    Dargel, Jens
    Sobottke, Rolf
    Delank, Karl-Stefan
    Eysel, Peer
    Weber, Bernd
    EUROPEAN SPINE JOURNAL, 2013, 22 (09) : 1958 - 1964
  • [30] Reattribution to Mind-Brain Processes and Recovery From Chronic Back Pain A Secondary Analysis of a Randomized Clinical Trial
    Ashar, Yoni K.
    Lumley, Mark A.
    Perlis, Roy H.
    Liston, Conor
    Gunning, Faith M.
    Wager, Tor D.
    JAMA NETWORK OPEN, 2023, 6 (09) : E2333846