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

Abstract 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.

[1]  Steen Moeller,et al.  ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging , 2014, NeuroImage.

[2]  D. Chialvo,et al.  Beyond Feeling: Chronic Pain Hurts the Brain, Disrupting the Default-Mode Network Dynamics , 2008, The Journal of Neuroscience.

[3]  Michael Brady,et al.  Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images , 2002, NeuroImage.

[4]  A. Dickenson,et al.  Pain and nociception: mechanisms of cancer-induced bone pain. , 2014, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[5]  M. Barrot,et al.  Antidepressants and gabapentinoids in neuropathic pain: Mechanistic insights , 2016, Neuroscience.

[6]  M. Catherine Bushnell,et al.  Rodent functional and anatomical imaging of pain , 2012, Neuroscience Letters.

[7]  Thomas J. Schnitzer,et al.  Corticostriatal functional connectivity predicts transition to chronic back pain , 2012, Nature Neuroscience.

[8]  Alan D. Lopez,et al.  Measuring the global burden of disease. , 2013, The New England journal of medicine.

[9]  E. De Schutter,et al.  Comparing BOLD fMRI signal changes in the awake and anesthetized rat during electrical forepaw stimulation. , 2001, Magnetic resonance imaging.

[10]  M. Lindquist,et al.  An fMRI-based neurologic signature of physical pain. , 2013, The New England journal of medicine.

[11]  Bruce G. Jenkins,et al.  Pharmacologic magnetic resonance imaging (phMRI): Imaging drug action in the brain , 2012, NeuroImage.

[12]  J. Mogil Animal models of pain: progress and challenges , 2009, Nature Reviews Neuroscience.

[13]  Ludovica Griffanti,et al.  Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers , 2014, NeuroImage.

[14]  David Borsook,et al.  CNS animal fMRI in pain and analgesia , 2011, Neuroscience & Biobehavioral Reviews.

[15]  Ling Gu,et al.  Pain Inhibition by Optogenetic Activation of Specific Anterior Cingulate Cortical Neurons , 2015, PloS one.

[16]  Jelena Radulovic,et al.  Abnormalities in Hippocampal Functioning with Persistent Pain , 2012, The Journal of Neuroscience.

[17]  Hans Knutsson,et al.  Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates , 2016, Proceedings of the National Academy of Sciences.

[18]  Valerio Zerbi,et al.  Mapping the mouse brain with rs-fMRI: An optimized pipeline for functional network identification , 2015, NeuroImage.

[19]  Marwan N Baliki,et al.  Reorganization of hippocampal functional connectivity with transition to chronic back pain. , 2014, Journal of neurophysiology.

[20]  David M. Cole,et al.  Manipulating brain connectivity with δ9-tetrahydrocannabinol: A pharmacological resting state FMRI study , 2012, NeuroImage.

[21]  M. V. Centeno,et al.  Brain activity for tactile allodynia: a longitudinal awake rat functional magnetic resonance imaging study tracking emergence of neuropathic pain , 2017, Pain.

[22]  Tor D Wager,et al.  Imaging biomarkers and biotypes for depression , 2017, Nature Medicine.

[23]  S. Kapur,et al.  Dopamine-induced changes in neural network patterns supporting aversive conditioning , 2010, Brain Research.

[24]  M. Bushnell,et al.  Pain imaging in health and disease--how far have we come? , 2010, The Journal of clinical investigation.

[25]  A. Friederici,et al.  Brain activations during timing revealed by functional MRI , 1999 .

[26]  Herta Flor,et al.  Structural plasticity and reorganisation in chronic pain , 2016, Nature Reviews Neuroscience.

[27]  M. Bushnell,et al.  Effective Treatment of Chronic Low Back Pain in Humans Reverses Abnormal Brain Anatomy and Function , 2011, The Journal of Neuroscience.

[28]  M. Bushnell,et al.  Restraint training for awake functional brain scanning of rodents can cause long-lasting changes in pain and stress responses , 2016, Pain.

[29]  A. Mouraux,et al.  The pain matrix reloaded A salience detection system for the body , 2011, Progress in Neurobiology.

[30]  Stephen M. Smith,et al.  fMRI resting state networks define distinct modes of long-distance interactions in the human brain , 2006, NeuroImage.

[31]  Su Xu,et al.  Behavioral, metabolic and functional brain changes in a rat model of chronic neuropathic pain: A longitudinal MRI study , 2015, NeuroImage.

[32]  Blair H. Smith,et al.  Chronic pain epidemiology and its clinical relevance. , 2013, British journal of anaesthesia.

[33]  L. Urbán,et al.  Disease modifying and anti-nociceptive effects of the bisphosphonate, zoledronic acid in a model of bone cancer pain , 2002, Pain.

[34]  Jinglong Wu,et al.  Network-Based Biomarkers in Alzheimer’s Disease: Review and Future Directions , 2014, Front. Aging Neurosci..

[35]  Aileen Schroeter,et al.  Optimization of anesthesia protocol for resting-state fMRI in mice based on differential effects of anesthetics on functional connectivity patterns , 2014, NeuroImage.

[36]  T. Schnitzer,et al.  Shape shifting pain: chronification of back pain shifts brain representation from nociceptive to emotional circuits. , 2013, Brain : a journal of neurology.

[37]  Joanes Grandjean,et al.  Complex interplay between brain function and structure during cerebral amyloidosis in APP transgenic mouse strains revealed by multi-parametric MRI comparison , 2016, NeuroImage.

[38]  P. Mantyh,et al.  Murine models of inflammatory, neuropathic and cancer pain each generates a unique set of neurochemical changes in the spinal cord and sensory neurons , 2000, Neuroscience.

[39]  A. Vania Apkarian,et al.  Functional Reorganization of the Default Mode Network across Chronic Pain Conditions , 2014, PloS one.

[40]  A. V. Apkarian,et al.  Resting-sate functional reorganization of the rat limbic system following neuropathic injury , 2014, Scientific Reports.

[41]  J. Zekri,et al.  The anti-tumour effects of zoledronic acid , 2014, Journal of bone oncology.

[42]  N. Filippini,et al.  Group comparison of resting-state FMRI data using multi-subject ICA and dual regression , 2009, NeuroImage.

[43]  Jun Wang,et al.  Peripheral Nerve Injury Leads to Working Memory Deficits and Dysfunction of the Hippocampus by Upregulation of TNF-α in Rodents , 2011, Neuropsychopharmacology.

[44]  Chen Su,et al.  Activation of Corticostriatal Circuitry Relieves Chronic Neuropathic Pain , 2015, The Journal of Neuroscience.

[45]  B. Biswal,et al.  Functional connectivity in the motor cortex of resting human brain using echo‐planar mri , 1995, Magnetic resonance in medicine.

[46]  D. Sharp,et al.  The role of the posterior cingulate cortex in cognition and disease. , 2014, Brain : a journal of neurology.

[47]  A. Vania Apkarian,et al.  Nociception, Pain, Negative Moods, and Behavior Selection , 2015, Neuron.

[48]  M. Rogers,et al.  Recent advances in understanding the mechanism of action of bisphosphonates. , 2006, Current opinion in pharmacology.

[49]  Jürgen Hennig,et al.  Deletion of the mu opioid receptor gene in mice reshapes the reward–aversion connectome , 2016, Proceedings of the National Academy of Sciences.

[50]  Christian Windischberger,et al.  Toward discovery science of human brain function , 2010, Proceedings of the National Academy of Sciences.

[51]  Gillian L. Currie,et al.  Animal models of bone cancer pain: Systematic review and meta-analyses , 2013, PAIN®.

[52]  Aline Seuwen,et al.  Specificity of stimulus-evoked fMRI responses in the mouse: The influence of systemic physiological changes associated with innocuous stimulation under four different anesthetics , 2014, NeuroImage.

[53]  Stephen M. Smith,et al.  Probabilistic independent component analysis for functional magnetic resonance imaging , 2004, IEEE Transactions on Medical Imaging.

[54]  S. Rombouts,et al.  Consistent resting-state networks across healthy subjects , 2006, Proceedings of the National Academy of Sciences.

[55]  Gian Domenico Iannetti,et al.  The "Pain Matrix" in Pain-Free Individuals. , 2016, JAMA neurology.

[56]  M. Baliki,et al.  A dynamic network perspective of chronic pain , 2012, Neuroscience Letters.

[57]  D. Morilak,et al.  Chronic stress and brain plasticity: Mechanisms underlying adaptive and maladaptive changes and implications for stress-related CNS disorders , 2015, Neuroscience & Biobehavioral Reviews.

[58]  Albert Dahan,et al.  Effects of morphine and alcohol on functional brain connectivity during “resting state”:A placebo‐controlled crossover study in healthy young men , 2012, Human brain mapping.

[59]  Aileen Schroeter,et al.  Early Alterations in Functional Connectivity and White Matter Structure in a Transgenic Mouse Model of Cerebral Amyloidosis , 2014, The Journal of Neuroscience.

[60]  P. Mantyh,et al.  Osteoprotegerin blocks bone cancer-induced skeletal destruction, skeletal pain and pain-related neurochemical reorganization of the spinal cord , 2000, Nature Medicine.

[61]  George Kollias,et al.  Blockade of TNF-α rapidly inhibits pain responses in the central nervous system , 2011, Proceedings of the National Academy of Sciences.

[62]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[63]  P. Mantyh,et al.  Bone cancer pain: from model to mechanism to therapy. , 2005, Journal of pain and symptom management.

[64]  B. Vincenzi,et al.  Zoledronic acid in the management of metastatic bone disease , 2006, Expert opinion on biological therapy.