Longitudinal resting-state functional magnetic resonance imaging in a mouse model of metastatic bone cancer reveals distinct functional reorganizations along a developing chronic pain state

被引:18
作者
Buehlmann, David [1 ,2 ]
Grandjean, Joanes
Xandry, Jael [3 ,4 ]
Rudin, Markus [1 ,2 ,4 ]
机构
[1] ETH Univ Zurich, Inst Biomed Engn, Wolfgang Pauli Str 27, CH-8093 Zurich, Switzerland
[2] ETH Univ Zurich, Neurosci Ctr Zurich, Zurich, Switzerland
[3] Agcy Sci Technol & Res, Singapore Bioimaging Consortium, Singapore, Singapore
[4] Univ Zurich, Inst Pharmacol & Toxicol, Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
Resting-state fMRI; Chronic pain; Metastatic bone cancer; Zoledronic acid; Pharmacological modulation; INDEPENDENT COMPONENT ANALYSIS; NEUROPATHIC PAIN; ANIMAL-MODELS; BACK-PAIN; TNF-ALPHA; BRAIN; FMRI; CONNECTIVITY; OPTIMIZATION; NOCICEPTION;
D O I
10.1097/j.pain.0000000000001148
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Functional neuroimaging has emerged as attractive option for characterizing pain states complementing behavioral readouts or clinical assessment. In particular, resting-state functional magnetic resonance imaging (rs-fMRI) enables monitoring of functional adaptations across the brain, for example, in response to chronic nociceptive input. We have used rs-fMRI in a mouse model of chronic pain from breast cancer-derived tibial bone metastases to identify pain-induced alterations in functional connectivity. Combined assessment of behavioral readouts allowed for defining a trajectory as model function for extracting pain-specific functional connectivity changes from the fMRI data reflective of a chronic pain state. Cingulate and prefrontal cortices as well as the ventral striatum were identified as predominantly affected regions, in line with findings from clinical and preclinical studies. Inhibition of the peripheral bone remodeling processes by antiosteolytic therapy led to a reduction of pain-induced network alterations, emphasizing the specificity of the functional readouts for a developing chronic pain state.
引用
收藏
页码:719 / 727
页数:9
相关论文
共 65 条
[1]   Resting-sate functional reorganization of the rat limbic system following neuropathic injury [J].
Baliki, M. N. ;
Chang, P. C. ;
Baria, A. T. ;
Centeno, M. V. ;
Apkarian, A. V. .
SCIENTIFIC REPORTS, 2014, 4
[2]   Beyond feeling: Chronic pain hurts the brain, disrupting the default-mode network dynamics [J].
Baliki, Marwan N. ;
Geha, Paul Y. ;
Apkarian, A. Vania ;
Chialvo, Dante R. .
JOURNAL OF NEUROSCIENCE, 2008, 28 (06) :1398-1403
[3]   Nociception, Pain, Negative Moods, and Behavior Selection [J].
Baliki, Marwan N. ;
Apkarian, A. Vania .
NEURON, 2015, 87 (03) :474-491
[4]   Functional Reorganization of the Default Mode Network across Chronic Pain Conditions [J].
Baliki, Marwan N. ;
Mansour, Ali R. ;
Baria, Alex T. ;
Apkarian, A. Vania .
PLOS ONE, 2014, 9 (09)
[5]   Corticostriatal functional connectivity predicts transition to chronic back pain [J].
Baliki, Marwan N. ;
Petre, Bogdan ;
Torbey, Souraya ;
Herrmann, Kristina M. ;
Huang, Lejian ;
Schnitzer, Thomas J. ;
Fields, Howard L. ;
Apkarian, A. Vania .
NATURE NEUROSCIENCE, 2012, 15 (08) :1117-+
[6]   Probabilistic independent component analysis for functional magnetic resonance imaging [J].
Beckmann, CF ;
Smith, SA .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2004, 23 (02) :137-152
[7]  
Beckmann CF., 2009, Neuroimage, V47, pS148, DOI [10.1016/S1053-8119(09)71511-3, DOI 10.1016/S1053-8119(09)71511-3]
[8]   FUNCTIONAL CONNECTIVITY IN THE MOTOR CORTEX OF RESTING HUMAN BRAIN USING ECHO-PLANAR MRI [J].
BISWAL, B ;
YETKIN, FZ ;
HAUGHTON, VM ;
HYDE, JS .
MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) :537-541
[9]   Toward discovery science of human brain function [J].
Biswal, Bharat B. ;
Mennes, Maarten ;
Zuo, Xi-Nian ;
Gohel, Suril ;
Kelly, Clare ;
Smith, Steve M. ;
Beckmann, Christian F. ;
Adelstein, Jonathan S. ;
Buckner, Randy L. ;
Colcombe, Stan ;
Dogonowski, Anne-Marie ;
Ernst, Monique ;
Fair, Damien ;
Hampson, Michelle ;
Hoptman, Matthew J. ;
Hyde, James S. ;
Kiviniemi, Vesa J. ;
Kotter, Rolf ;
Li, Shi-Jiang ;
Lin, Ching-Po ;
Lowe, Mark J. ;
Mackay, Clare ;
Madden, David J. ;
Madsen, Kristoffer H. ;
Margulies, Daniel S. ;
Mayberg, Helen S. ;
McMahon, Katie ;
Monk, Christopher S. ;
Mostofsky, Stewart H. ;
Nagel, Bonnie J. ;
Pekar, James J. ;
Peltier, Scott J. ;
Petersen, Steven E. ;
Riedl, Valentin ;
Rombouts, Serge A. R. B. ;
Rypma, Bart ;
Schlaggar, Bradley L. ;
Schmidt, Sein ;
Seidler, Rachael D. ;
Siegle, Greg J. ;
Sorg, Christian ;
Teng, Gao-Jun ;
Veijola, Juha ;
Villringer, Arno ;
Walter, Martin ;
Wang, Lihong ;
Weng, Xu-Chu ;
Whitfield-Gabrieli, Susan ;
Williamson, Peter ;
Windischberger, Christian .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (10) :4734-4739
[10]   CNS animal fMRI in pain and analgesia [J].
Borsook, David ;
Becerra, Lino .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2011, 35 (05) :1125-1143