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Abstract
Low back pain affects individuals of all ages and is a leading contributor to disease burden worldwide. Despite advancements in assessment and treatment methods, the management of low back pain remains a challenge for researchers and clinicians alike. One reason for the limited success in identifying effective treatments is the large variation in the manifestations, possible causes, precipitating and maintaining factors, course, prognosis and consequences in terms of activity interference and quality of life. However, despite these challenges, steady progress has been achieved in the understanding of back pain, and important steps in the understanding of the psychological and social risk factors, genetics and brain mechanisms of low back pain have been made. These new findings have given impetus to the development of new diagnostic procedures, evidence-based screening methods and more targeted interventions, which underscore the need for a multidisciplinary approach to the management of low back pain that integrates biological, psychological and social aspects.
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202
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203
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204
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Abstract
Pain has a strong emotional component and is defined by its unpleasantness. Chronic pain represents a complex disorder with anxio-depressive symptoms and cognitive deficits. Underlying mechanisms are still not well understood but an important role for interactions between prefrontal cortical areas and subcortical limbic structures has emerged. Evidence from preclinical studies in the rodent brain suggests that neuroplastic changes in prefrontal (anterior cingulate, prelimbic and infralimbic) cortical and subcortical (amygdala and nucleus accumbens) brain areas and their interactions (corticolimbic circuitry) contribute to the complexity and persistence of pain and may be predetermining factors as has been proposed in recent human neuroimaging studies.
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Affiliation(s)
- Jeremy M Thompson
- Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, School of Medicine, Lubbock, TX, United States
| | - Volker Neugebauer
- Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, School of Medicine, Lubbock, TX, United States; Center of Excellence for Translational Neuroscience and Therapeutics, Texas Tech University Health Sciences Center, Lubbock, TX, United States.
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205
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Apkarian AV, Reckziegel D. Peripheral and central viewpoints of chronic pain, and translational implications. Neurosci Lett 2018; 702:3-5. [PMID: 30503914 DOI: 10.1016/j.neulet.2018.11.040] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
This overview covers advances in mechanisms of chronic pain and their consequent clinical opportunities. Our research field is fractured into two separate camps: "peripheralists" and "centralists". While the strong position of the first group is the contention that mechanisms of chronic pain can be understood within the limits of afferent inputs and spinal cord circuitry, the second group insists that the rest of the brain plays a critical role. Here we attempt to conjoin these positions, across clinical pain conditions and animal studies, and demonstrate that the effort can lead to novel translational concepts.
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Affiliation(s)
- A Vania Apkarian
- Department of Physiology, Northwestern University Feinberg School of Medicine, 303 East Chicago Avenue, Chicago, IL, 60611, USA; Department of Anesthesia, Northwestern University Feinberg School of Medicine, 303 East Chicago Avenue, Chicago, IL, 60611, USA; Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, 303 East Chicago Avenue, Chicago, IL, 60611, USA.
| | - Diane Reckziegel
- Department of Physiology, Northwestern University Feinberg School of Medicine, 303 East Chicago Avenue, Chicago, IL, 60611, USA
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206
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207
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Nees F, Usai K, Löffler M, Flor H. The evaluation and brain representation of pleasant touch in chronic and subacute back pain. NEUROBIOLOGY OF PAIN 2018; 5:100025. [PMID: 31194113 PMCID: PMC6550103 DOI: 10.1016/j.ynpai.2018.10.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Revised: 10/27/2018] [Accepted: 10/28/2018] [Indexed: 12/26/2022]
Abstract
Chronic back pain (CBP) showed less positive evaluations of touch. Highest response to pleasant touch in SI and SII and insula in chronic back pain. Highest response to pleasant touch in ventral striatum in subacute back pain (SABP). Correlations of brain responses with pain interference in CBP and distress in SABP. Brain-behavior changes in pleasant touch processing may be a marker of pain chronicity.
If touch is perceived as pleasant, it can counteract the experience of pain. However, its pain-inhibitory function might be disturbed in chronic pain and this could contribute to pain-related interference. We investigated the perception of pleasant touch and its brain correlates in chronic back pain patients (CBP) compared to subacute back pain patients (SABP) and healthy controls (HC) using soft brush strokes. CBP showed less positive evaluations of touch. We found the highest activation in somatosensory and insular cortices in CBP, ventral striatum (VS) in SABP, and the orbitofrontal cortex in HC. Brain responses were significantly positively correlated with pleasantness ratings in HC and SABP, but not CBP. Further, the insula responses in CBP were positively correlated with pain-related interference and the VS activation in SABP correlated negatively with affective distress. Brain and behavioral changes in the processing of touch and its pleasantness may be a marker of pain chronicity and raise questions about the therapeutic value of pleasant touch in pain prevention and treatment.
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Affiliation(s)
- F Nees
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - K Usai
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - M Löffler
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - H Flor
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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208
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Latysheva NV, Filatova EG, Osipova DV. Chronic pain, depression and cognitive impairment: a close relationship. ACTA ACUST UNITED AC 2018. [DOI: 10.17650/2222-8721-2018-8-3-34-42] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Over a half of chronic pain (CP) patients present with cognitive complaints, which increase their disability and impact quality of life. The paper reviews objective impairments in memory, attention, processing speed and executive function demonstrated in the CP population. The paper also reviews common pathology underlying cognitive impairment and CP: neuroplasticity in the shared brain areas, neurotransmitter and other molecular mechanisms. Common mechanisms in CP and depression precipitating cognitive impairment are also discussed. The paper also compares the potential of different antidepressants to improve cognitive functions in depression and CP.
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Affiliation(s)
- N. V. Latysheva
- I.M. Sechenov First Moscow State Medical University, Ministry of Health of Russia; Alexander Vein Headache Clinic
| | - E. G. Filatova
- I.M. Sechenov First Moscow State Medical University, Ministry of Health of Russia; Alexander Vein Headache Clinic
| | - D. V. Osipova
- I.M. Sechenov First Moscow State Medical University, Ministry of Health of Russia
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209
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Peyron R, Fauchon C. Functional imaging of pain. Rev Neurol (Paris) 2018; 175:38-45. [PMID: 30318262 DOI: 10.1016/j.neurol.2018.08.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Revised: 08/27/2018] [Accepted: 08/29/2018] [Indexed: 12/12/2022]
Abstract
Brain functional imaging has been applied to the study of pain since 1991. Then, a plethora of studies around the world looking at pain sensations and their brain correlates was published. Four kinds of studies can be distinguished: i) A first set investigated brain responses to noxious heat stimulations (above the pain threshold) relative to an equivalent warm innocuous stimulation (below the pain threshold). The aim of these studies was to identify the pattern of brain regions involved in the nociceptive processes and they may be considered as descriptive studies rather than explanative studies. Their value was to list for the first time every brain structure that might be playing a role. ii) Secondly, several experimental investigations have explored brain activations when subjects are confronted with unpleasant situations such as seeing or imagining other people in pain (e.g. empathy for pain). Obviously, feeling pain and representing others suffering share a common brain network, indicating that a large part of the regions showing intensity changes are not specific to nociception. iii) The third set of imaging studies is aimed at investigating the functional and structural brain abnormalities that may account for clinical pain states. Unfortunately, a relatively small number of studies provide clear findings that do not allow drawing convincing and generalized conclusions. iv) The last set of studies focused on the modulation of pain experience in humans. Several research groups conducted projects on different factors known to alter pain perception and their associated brain processes with the objective of identifying one or more key regions capable of controlling the pain sensation. In the same vein, investigations have been performed around pain therapies. From the clinician's point of view, it may be seen as complementary to assess pain and analgesic processes. All these aspects of pain research with functional imaging are considered below, including attempts to understand the functional significance of each of the observed activations. v) A special focus will be dedicated to new sophisticated approaches, vi) applied to neuroimaging (e.g. graph theory). These promising techniques and recent electrophysiological investigations bring additional information to our understanding of pain/analgesic processes, particularly for temporal dynamics and connectivity between brain regions.
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Affiliation(s)
- R Peyron
- Centre stéphanois de la douleur, CHU de Saint-Etienne & INSERM U1028, Université Jean Monnet, CRNL-Lyon, 10, rue de la Marandière, 42270 Saint-Priest en Jarez, France.
| | - C Fauchon
- Centre stéphanois de la douleur, CHU de Saint-Etienne & INSERM U1028, Université Jean Monnet, CRNL-Lyon, 10, rue de la Marandière, 42270 Saint-Priest en Jarez, France
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210
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Kiritoshi T, Neugebauer V. Pathway-Specific Alterations of Cortico-Amygdala Transmission in an Arthritis Pain Model. ACS Chem Neurosci 2018; 9:2252-2261. [PMID: 29630339 PMCID: PMC6146017 DOI: 10.1021/acschemneuro.8b00022] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Medial prefrontal cortex (mPFC) and amygdala are closely interconnected brain areas that play a key role in cognitive-affective aspects of pain through their reciprocal interactions. Clinical and preclinical evidence suggests that dysfunctions in the mPFC-amygdala circuitry underlie pain-related cognitive-affective deficits. However, synaptic mechanisms of pain-related changes in these long-range pathways are largely unknown. Here we used optogenetics and brain slice physiology to analyze synaptic transmission in different types of amygdala neurons driven by inputs from infralimbic (IL) and prelimbic (PL) subdivisions of the mPFC. We found that IL inputs evoked stronger synaptic inhibition of neurons in the latero-capsular division of the central nucleus (CeLC) of the amygdala than PL inputs, and this inhibition was impaired in an arthritis pain model. Furthermore, inhibition-excitation ratio in basolateral amygdala neurons was increased in the pain model in the IL pathway but not in the PL pathway. These results suggest that IL rather than PL controls CeLC activity, and that changes in this acute pain model occur predominantly in the IL-amygdala pathway.
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Affiliation(s)
| | - Volker Neugebauer
- Department of Pharmacology and Neuroscience
- Center of Excellence for Translational Neuroscience and Therapeutics Texas Tech University Health Sciences Center (TTUHSC), School of Medicine 3601 4th Street, Lubbock, TX 79430-6592
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211
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Brain and psychological determinants of placebo pill response in chronic pain patients. Nat Commun 2018; 9:3397. [PMID: 30209286 PMCID: PMC6135815 DOI: 10.1038/s41467-018-05859-1] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 07/12/2018] [Indexed: 12/18/2022] Open
Abstract
The placebo response is universally observed in clinical trials of pain treatments, yet the individual characteristics rendering a patient a ‘placebo responder’ remain unclear. Here, in chronic back pain patients, we demonstrate using MRI and fMRI that the response to placebo ‘analgesic’ pills depends on brain structure and function. Subcortical limbic volume asymmetry, sensorimotor cortical thickness, and functional coupling of prefrontal regions, anterior cingulate, and periaqueductal gray were predictive of response. These neural traits were present before exposure to the pill and most remained stable across treatment and washout periods. Further, psychological traits, including interoceptive awareness and openness, were also predictive of the magnitude of response. These results shed light on psychological, neuroanatomical, and neurophysiological principles determining placebo response in RCTs in chronic pain patients, and they suggest that the long-term beneficial effects of placebo, as observed in clinical settings, are partially predictable. People vary in the extent to which they feel better after taking an inert, placebo, treatment, but the basis for individual placebo response is unclear. Here, the authors show how brain structural and functional variables, as well as personality traits, predict placebo response in those with chronic back pain.
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212
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Liu J, Mu J, Chen T, Zhang M, Tian J. White matter tract microstructure of the mPFC-amygdala predicts interindividual differences in placebo response related to treatment in migraine patients. Hum Brain Mapp 2018; 40:284-292. [PMID: 30256491 DOI: 10.1002/hbm.24372] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 08/13/2018] [Accepted: 08/13/2018] [Indexed: 01/15/2023] Open
Abstract
To investigate whether interindividual variability of white matter (WM) tract microstructure of the medial prefrontal cortex (mPFC)-amygdala circuit could predict 8-week placebo treatment outcomes in patients with migraine without aura (MO) using diffusion tensor imaging (DTI) with a tractography atlas-based analysis algorithm and a linear support vector machine algorithm. This study received institutional review board approval, and all subjects gave informed consent. One hundred and twenty-four MO had an 8-week sham acupuncture treatment. Patients were subdivided into recovering (MOr, >50% improvement in migraine attack frequency after treatment) and persisting (MOp, <50% reduction in number of migraine days). Neuroimaging was collected via magnetic resonance imaging (MRI) in all subjects. Patients were imaged during the interictal phase of migraine (at least 72 hr after, and not within 24 hr of a migraine) before the treatment. WM microstructures were quantified along the selected fiber pathway and were used to evaluate the discrimination performance for classifying MOr and MOp. The combined features of diffusion measures from vertices along the pathways of the mPFC-amygdala accurately discriminated MOr from MOp migraineurs with an accuracy of 84.0% (p < .005, permutation test). The most discriminative WM features that contributed to the classification were located in the external capsule and ACC/mPFC. Our findings suggested that the variability of placebo treatment outcomes in migraineurs could be predicted from priori diffusion measures along the fiber pathways of the mPFC-amygdala, which may demonstrate a potential of WM neuroimaging features as imaging markers for identifying placebo responders in migraine patients.
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Affiliation(s)
- Jixin Liu
- Center for Brain Imaging, School of Life Science and Technology, Xidian University, Xi'an, Peoples Republic of China.,Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, Xi'an, Peoples Repubilc of China
| | - Junya Mu
- Center for Brain Imaging, School of Life Science and Technology, Xidian University, Xi'an, Peoples Republic of China.,Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, Xi'an, Peoples Repubilc of China
| | - Tao Chen
- Center for Brain Imaging, School of Life Science and Technology, Xidian University, Xi'an, Peoples Republic of China.,Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, Xi'an, Peoples Repubilc of China
| | - Ming Zhang
- Department of Medical Imaging, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Peoples Republic of China
| | - Jie Tian
- Center for Brain Imaging, School of Life Science and Technology, Xidian University, Xi'an, Peoples Republic of China.,Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, Xi'an, Peoples Repubilc of China
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213
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Walker SM, Melbourne A, O'Reilly H, Beckmann J, Eaton-Rosen Z, Ourselin S, Marlow N. Somatosensory function and pain in extremely preterm young adults from the UK EPICure cohort: sex-dependent differences and impact of neonatal surgery. Br J Anaesth 2018; 121:623-635. [PMID: 30115261 PMCID: PMC6200114 DOI: 10.1016/j.bja.2018.03.035] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 02/27/2018] [Accepted: 04/26/2018] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Surgery or multiple procedural interventions in extremely preterm neonates influence neurodevelopmental outcome and may be associated with long-term changes in somatosensory function or pain response. METHODS This observational study recruited extremely preterm (EP, <26 weeks' gestation; n=102, 60% female) and term-born controls (TC; n=48) aged 18-20 yr from the UK EPICure cohort. Thirty EP but no TC participants had neonatal surgery. Evaluation included: quantitative sensory testing (thenar eminence, chest wall); clinical pain history; questionnaires (intelligence quotient; pain catastrophising; anxiety); and structural brain imaging. RESULTS Reduced thermal threshold sensitivity in EP vs TC participants persisted at age 18-20 yr. Sex-dependent effects varied with stimulus intensity and were enhanced by neonatal surgery, with reduced threshold sensitivity in EP surgery males but increased sensitivity to prolonged noxious cold in EP surgery females (P<0.01). Sex-dependent differences in thermal sensitivity correlated with smaller amygdala volume (P<0.05) but not current intelligence quotient. While generalised decreased sensitivity encompassed mechanical and thermal modalities in EP surgery males, a mixed pattern of sensory loss and sensory gain persisted adjacent to neonatal scars in males and females. More EP participants reported moderate-severe recurrent pain (22/101 vs 4/48; χ2=0.04) and increased pain intensity correlated with higher anxiety and pain catastrophising. CONCLUSIONS After preterm birth and neonatal surgery, different patterns of generalised and local scar-related alterations in somatosensory function persist into early adulthood. Sex-dependent changes in generalised sensitivity may reflect central modulation by affective circuits. Early life experience and sex/gender should be considered when evaluating somatosensory function, pain experience, or future chronic pain risk.
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Affiliation(s)
- S M Walker
- Clinical Neurosciences (Pain Research), UCL Great Ormond Street Institute of Child Health, London, UK; Department of Anaesthesia and Pain Medicine, Great Ormond Street Hospital NHS Foundation Trust, London, UK.
| | - A Melbourne
- Translational Imaging Group, Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - H O'Reilly
- Academic Neonatology, EGA UCL Institute for Women's Health, London, UK
| | - J Beckmann
- Academic Neonatology, EGA UCL Institute for Women's Health, London, UK
| | - Z Eaton-Rosen
- Translational Imaging Group, Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - S Ourselin
- Translational Imaging Group, Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - N Marlow
- Academic Neonatology, EGA UCL Institute for Women's Health, London, UK
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214
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Nascimento SS, Oliveira LR, DeSantana JM. Correlations between brain changes and pain management after cognitive and meditative therapies: A systematic review of neuroimaging studies. Complement Ther Med 2018; 39:137-145. [DOI: 10.1016/j.ctim.2018.06.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 06/06/2018] [Accepted: 06/14/2018] [Indexed: 01/20/2023] Open
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215
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Kragel PA, Koban L, Barrett LF, Wager TD. Representation, Pattern Information, and Brain Signatures: From Neurons to Neuroimaging. Neuron 2018; 99:257-273. [PMID: 30048614 PMCID: PMC6296466 DOI: 10.1016/j.neuron.2018.06.009] [Citation(s) in RCA: 102] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Revised: 06/01/2018] [Accepted: 06/05/2018] [Indexed: 01/22/2023]
Abstract
Human neuroimaging research has transitioned from mapping local effects to developing predictive models of mental events that integrate information distributed across multiple brain systems. Here we review work demonstrating how multivariate predictive models have been utilized to provide quantitative, falsifiable predictions; establish mappings between brain and mind with larger effects than traditional approaches; and help explain how the brain represents mental constructs and processes. Although there is increasing progress toward the first two of these goals, models are only beginning to address the latter objective. By explicitly identifying gaps in knowledge, research programs can move deliberately and programmatically toward the goal of identifying brain representations underlying mental states and processes.
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Affiliation(s)
- Philip A Kragel
- Department of Psychology and Neuroscience and the Institute of Cognitive Science, University of Colorado, Boulder, CO, USA; Institute for Behavioral Genetics, University of Colorado, Boulder, CO, USA
| | - Leonie Koban
- Department of Psychology and Neuroscience and the Institute of Cognitive Science, University of Colorado, Boulder, CO, USA
| | - Lisa Feldman Barrett
- Department of Psychology, Northeastern University, Boston, MA, USA; Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Tor D Wager
- Department of Psychology and Neuroscience and the Institute of Cognitive Science, University of Colorado, Boulder, CO, USA.
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216
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Stankewitz A, Sorg C, von Kalckreuth A, Schulz E, Valet M, Neufang S, Zimmer C, Henningsen P, Gündel H, Wohlschläger AM, Tölle TR. Fronto-Insular Connectivity during Pain Distraction Is Impaired in Patients with Somatoform Pain. J Neuroimaging 2018; 28:621-628. [PMID: 30028554 DOI: 10.1111/jon.12547] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Revised: 07/04/2018] [Accepted: 07/05/2018] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND AND PURPOSE Somatoform pain disorder is characterized by chronic pain and various psychological symptoms including increased attention to mental and physical processes. Given that the medial prefrontal cortex (mPFC) of the default mode network (DMN) and the anterior insula of the salience network are critically involved in intrinsic and attentional processes, we investigated the involvement of these networks during the distraction from physical pain in somatoform pain patients. METHODS During painful and nonpainful heat stimulation, attentional distraction from physical processes was modulated with a Stroop task. Thirteen patients were investigated with functional magnetic resonance imaging (fMRI) and compared to 13 controls. Main outcomes were spatial maps of coherent fMRI activity based on independent component analysis and functional connectivity (FC) resulting from psychophysiological interaction analysis. RESULTS Behavioral pain intensity ratings were reduced during the distraction task in both groups. At brain level, we found deviant network activities in the DMN (particularly in the mPFC) and in the salience network (bilaterally in the anterior insula) in patients. During pain stimulation, Stroop-induced distraction decreased the FC between the mPFC and anterior insula in controls but not in patients. CONCLUSIONS Modulating the FC between the mPFC and the insula may be highly relevant for shifting the attention away from external stimuli, including nociceptive input. The observed alterations in somatoform pain patients may foster new strategies in cognitive behavioral training tools for these patients.
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Affiliation(s)
- Anne Stankewitz
- Department of Neurology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Christian Sorg
- Department of Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,TUM Neuroimaging Center, Klinikum rechts der Isar, Technische Universität München, Germany
| | - Alexander von Kalckreuth
- Department of Neurology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Enrico Schulz
- Department of Neurology, Klinikum der Universität München, Ludwig-Maximilians-Universität, München, Germany
| | - Michael Valet
- Department of Neurology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,Benedictus Krankenhaus, Feldafing, Germany
| | - Susanne Neufang
- Department of Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Wuerzburg, Wuerzburg, Germany
| | - Claus Zimmer
- Department of Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Peter Henningsen
- Department of Psychosomatic Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Harald Gündel
- Department of Psychosomatic Medicine, University of Ulm, Ulm, Germany
| | - Afra M Wohlschläger
- Department of Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,TUM Neuroimaging Center, Klinikum rechts der Isar, Technische Universität München, Germany
| | - Thomas R Tölle
- Department of Neurology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
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217
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Emotional and Motivational Pain Processing: Current State of Knowledge and Perspectives in Translational Research. Pain Res Manag 2018; 2018:5457870. [PMID: 30123398 PMCID: PMC6079355 DOI: 10.1155/2018/5457870] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 06/03/2018] [Indexed: 01/13/2023]
Abstract
Pain elicits fear and anxiety and promotes escape, avoidance, and adaptive behaviors that are essential for survival. When pain persists, motivational priority and attention shift to pain-related information. Such a shift often results in impaired functionality, leading to maladaptive pain-related fear and anxiety and escape and avoidance behaviors. Neuroimaging studies in chronic pain patients have established that brain activity, especially in cortical and mesolimbic regions, is different from activity observed during acute pain in control subjects. In this review, we discuss the psychophysiological and neuronal factors that may be associated with the transition to chronic pain. We review information from human studies on neural circuits involved in emotional and motivational pain processing and how these circuits are altered in chronic pain conditions. We then highlight findings from animal research that can increase our understanding of the molecular and cellular mechanisms underlying emotional-motivational pain processing in the brain. Finally, we discuss how translational approaches incorporating results from both human and animal investigations may aid in accelerating the discovery of therapies.
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218
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Placebo analgesia persists during sleep: An experimental study. Prog Neuropsychopharmacol Biol Psychiatry 2018; 85:33-38. [PMID: 29631002 DOI: 10.1016/j.pnpbp.2018.03.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 03/29/2018] [Accepted: 03/30/2018] [Indexed: 11/23/2022]
Abstract
Although placebo analgesia is a well-recognized phenomenon with important clinical implications, the possibility that placebo effects occur during sleep has received little attention. This experimental study examined whether responsiveness to acute heat pain stimuli applied during sleep could be reduced following a placebo conditioning procedure administered before sleep. Healthy individuals (n = 9) underwent polysomnographic recordings for one habituation night followed by one placebo analgesia night and one control night in counterbalanced order. Conditioning induced robust analgesia expectations before the placebo night. In the morning after the placebo night, participants reported less nocturnal pain, anxiety, and associated sleep disturbance (all p's < 0.05) compared to the control night. Furthermore, placebo induction produced a 10% reduction in brain arousals evoked by noxious stimuli during rapid-eye-movement (REM) sleep (p = 0.03), consistent with our previous findings suggesting that analgesia expectations are reprocessed during REM sleep. In contrast, arousals increased by 14% during slow wave sleep (SWS) (p = 0.02). In the morning after the last recording night, placebo testing administered as a manipulation check confirmed that typical placebo analgesic responses were produced during waking (p's < 0.05). These results suggest that analgesia expectations developed before sleep reduced nocturnal pain perception and subjective sleep disturbances and activated brain processes that modulate incoming nociceptive signals differentially according to sleep stage. These results need to be replicated in future studies exploring how analgesia expectations may be reactivated during different sleep stages to modulate nociceptive responses.
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219
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Yanagisawa T, Fukuma R, Seymour B, Hosomi K, Kishima H, Shimizu T, Yokoi H, Hirata M, Yoshimine T, Kamitani Y, Saitoh Y. MEG-BMI to Control Phantom Limb Pain. Neurol Med Chir (Tokyo) 2018; 58:327-333. [PMID: 29998936 PMCID: PMC6092605 DOI: 10.2176/nmc.st.2018-0099] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
A brachial plexus root avulsion (BPRA) causes intractable pain in the insensible affected hands. Such pain is partly due to phantom limb pain, which is neuropathic pain occurring after the amputation of a limb and partial or complete deafferentation. Previous studies suggested that the pain was attributable to maladaptive plasticity of the sensorimotor cortex. However, there is little evidence to demonstrate the causal links between the pain and the cortical representation, and how much cortical factors affect the pain. Here, we applied lesioning of the dorsal root entry zone (DREZotomy) and training with a brain–machine interface (BMI) based on real-time magnetoencephalography signals to reconstruct affected hand movements with a robotic hand. The DREZotomy successfully reduced the shooting pain after BPRA, but a part of the pain remained. The BMI training successfully induced some plastic changes in the sensorimotor representation of the phantom hand movements and helped control the remaining pain. When the patient tried to control the robotic hand by moving their phantom hand through association with the representation of the intact hand, this especially decreased the pain while decreasing the classification accuracy of the phantom hand movements. These results strongly suggested that pain after the BPRA was partly attributable to cortical representation of phantom hand movements and that the BMI training controlled the pain by inducing appropriate cortical reorganization. For the treatment of chronic pain, we need to know how to modulate the cortical representation by novel methods.
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Affiliation(s)
- Takufumi Yanagisawa
- Department of Neurosurgery, Osaka University Graduate School of Medicine.,Osaka University Institute for Advanced Co-Creation Studies.,Department of Neuroinformatics, ATR Computational Neuroscience Laboratories.,Division of Clinical Neuroengineering, Global Center for Medical Engineering and Informatics, Osaka University
| | - Ryohei Fukuma
- Department of Neurosurgery, Osaka University Graduate School of Medicine.,Department of Neuroinformatics, ATR Computational Neuroscience Laboratories
| | - Ben Seymour
- Computational and Biological Learning Laboratory, Department of Engineering, University of Cambridge.,Center for Information and Neural Networks, National Institute for Information and Communications Technology
| | - Koichi Hosomi
- Department of Neurosurgery, Osaka University Graduate School of Medicine.,Department of Neuromodulation and Neurosurgery, Osaka University Graduate School of Medicine
| | - Haruhiko Kishima
- Department of Neurosurgery, Osaka University Graduate School of Medicine
| | - Takeshi Shimizu
- Department of Neurosurgery, Osaka University Graduate School of Medicine.,Department of Neuromodulation and Neurosurgery, Osaka University Graduate School of Medicine
| | - Hiroshi Yokoi
- Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications
| | - Masayuki Hirata
- Department of Neurosurgery, Osaka University Graduate School of Medicine.,Division of Clinical Neuroengineering, Global Center for Medical Engineering and Informatics, Osaka University
| | - Toshiki Yoshimine
- Department of Neurosurgery, Osaka University Graduate School of Medicine.,Division of Clinical Neuroengineering, Global Center for Medical Engineering and Informatics, Osaka University
| | - Yukiyasu Kamitani
- Department of Neuroinformatics, ATR Computational Neuroscience Laboratories.,Graduate School of Informatics, Kyoto University
| | - Youichi Saitoh
- Department of Neurosurgery, Osaka University Graduate School of Medicine.,Department of Neuromodulation and Neurosurgery, Osaka University Graduate School of Medicine
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220
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Morlion B, Coluzzi F, Aldington D, Kocot-Kepska M, Pergolizzi J, Mangas AC, Ahlbeck K, Kalso E. Pain chronification: what should a non-pain medicine specialist know? Curr Med Res Opin 2018. [PMID: 29513044 DOI: 10.1080/03007995.2018.1449738] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Pain is one of the most common reasons for an individual to consult their primary care physician, with most chronic pain being treated in the primary care setting. However, many primary care physicians/non-pain medicine specialists lack enough awareness, education and skills to manage pain patients appropriately, and there is currently no clear, common consensus/formal definition of "pain chronification". METHODS This article, based on an international Change Pain Chronic Advisory Board meeting which was held in Wiesbaden, Germany, in October 2016, provides primary care physicians/non-pain medicine specialists with a narrative overview of pain chronification, including underlying physiological and psychosocial processes, predictive factors for pain chronification, a brief summary of preventive strategies, and the role of primary care physicians and non-pain medicine specialists in the holistic management of pain chronification. RESULTS Based on currently available evidence, we propose the following consensus-based definition of pain chronification which provides a common framework to raise awareness among non-pain medicine specialists: "Pain chronification describes the process of transient pain progressing into persistent pain; pain processing changes as a result of an imbalance between pain amplification and pain inhibition; genetic, environmental and biopsychosocial factors determine the risk, the degree, and time-course of chronification." CONCLUSIONS Early intervention plays an important role in preventing pain chronification and, as key influencers in the management of patients with acute pain, it is critical that primary care physicians are equipped with the necessary awareness, education and skills to manage pain patients appropriately.
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Affiliation(s)
- Bart Morlion
- a Leuven Centre for Algology & Pain Management , University Hospitals Leuven , KU Leuven , Belgium
| | - Flaminia Coluzzi
- b Department of Medical and Surgical Sciences and Biotechnologies Unit of Anaesthesia, Intensive Care and Pain Medicine , Sapienza University of Rome , Rome , Italy
| | | | - Magdalena Kocot-Kepska
- d Department of Pain Research and Treatment , Jagiellonian University Medical College , Kraków , Poland
| | - Joseph Pergolizzi
- e Global Pain Initiative, Golden, CO, USA and Naples Anesthesia and Pain Associates , Naples , FL , USA
| | | | | | - Eija Kalso
- h Pain Clinic, Departments of Anaesthesiology , Intensive Care, and Pain Medicine, Helsinki University Central Hospital , Helsinki , Finland
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221
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Ong WY, Stohler CS, Herr DR. Role of the Prefrontal Cortex in Pain Processing. Mol Neurobiol 2018; 56:1137-1166. [PMID: 29876878 PMCID: PMC6400876 DOI: 10.1007/s12035-018-1130-9] [Citation(s) in RCA: 350] [Impact Index Per Article: 58.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 05/14/2018] [Indexed: 12/16/2022]
Abstract
The prefrontal cortex (PFC) is not only important in executive functions, but also pain processing. The latter is dependent on its connections to other areas of the cerebral neocortex, hippocampus, periaqueductal gray (PAG), thalamus, amygdala, and basal nuclei. Changes in neurotransmitters, gene expression, glial cells, and neuroinflammation occur in the PFC during acute and chronic pain, that result in alterations to its structure, activity, and connectivity. The medial PFC (mPFC) could serve dual, opposing roles in pain: (1) it mediates antinociceptive effects, due to its connections with other cortical areas, and as the main source of cortical afferents to the PAG for modulation of pain. This is a ‘loop’ where, on one side, a sensory stimulus is transformed into a perceptual signal through high brain processing activity, and perceptual activity is then utilized to control the flow of afferent sensory stimuli at their entrance (dorsal horn) to the CNS. (2) It could induce pain chronification via its corticostriatal projection, possibly depending on the level of dopamine receptor activation (or lack of) in the ventral tegmental area-nucleus accumbens reward pathway. The PFC is involved in biopsychosocial pain management. This includes repetitive transcranial magnetic stimulation, transcranial direct current stimulation, antidepressants, acupuncture, cognitive behavioral therapy, mindfulness, music, exercise, partner support, empathy, meditation, and prayer. Studies demonstrate the role of the PFC during placebo analgesia, and in establishing links between pain and depression, anxiety, and loss of cognition. In particular, losses in PFC grey matter are often reversible after successful treatment of chronic pain.
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Affiliation(s)
- Wei-Yi Ong
- Department of Anatomy, National University of Singapore, Singapore, 119260, Singapore.
- Neurobiology and Ageing Research Programme, National University of Singapore, Singapore, 119260, Singapore.
| | | | - Deron R Herr
- Department of Pharmacology, National University of Singapore, Singapore, 119260, Singapore.
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222
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Fan XC, Fu S, Liu FY, Cui S, Yi M, Wan Y. Hypersensitivity of Prelimbic Cortex Neurons Contributes to Aggravated Nociceptive Responses in Rats With Experience of Chronic Inflammatory Pain. Front Mol Neurosci 2018; 11:85. [PMID: 29623029 PMCID: PMC5874315 DOI: 10.3389/fnmol.2018.00085] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2017] [Accepted: 03/05/2018] [Indexed: 12/12/2022] Open
Abstract
Previous experience of chronic pain causes enhanced responses to upcoming noxious events in both humans and animals, but the underlying mechanisms remain unclear. In the present study, we found that rats with complete Freund's adjuvant (CFA)-induced chronic inflammatory pain experience exhibited aggravated pain responses to later formalin test. Enhanced neuronal activation upon formalin assaults and increased phosphorylated cAMP-response element binding protein (CREB) were observed in the prelimbic cortex (PL) of rats with chronic inflammatory pain experience, and inhibiting PL neuronal activities reversed the aggravated pain. Inflammatory pain experience induced persistent p38 mitogen-activated protein kinase (MAPK; p38) but not extracellular regulated protein kinase (ERK) or c-Jun N-terminal kinase (JNK) hyperphosphorylation in the PL. Inhibiting the p38 phosphorylation in PL reversed the aggravated nociceptive responses to formalin test and down-regulated enhanced phosphorylated CREB in the PL. Chemogenetics identified PL-periaqueductal gray (PAG) but not PL-nucleus accumbens (NAc) as a key pathway in inducing the aggravated formalin pain. Our results demonstrate that persistent hyperphosphorylation of p38 in the PL underlies aggravated nociceptive responses in rats with chronic inflammatory pain experience.
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Affiliation(s)
- Xiao-Cen Fan
- Neuroscience Research Institute and Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing, China
| | - Su Fu
- Neuroscience Research Institute and Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing, China
| | - Feng-Yu Liu
- Neuroscience Research Institute and Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing, China
| | - Shuang Cui
- Neuroscience Research Institute and Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing, China
| | - Ming Yi
- Neuroscience Research Institute and Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing, China
| | - You Wan
- Neuroscience Research Institute and Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing, China.,Key Laboratory for Neuroscience, Ministry of Education/National Health and Family Planning Commission, Peking University, Beijing, China
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223
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Zhang Y, Mao Z, Pan L, Ling Z, Liu X, Zhang J, Yu X. Dysregulation of Pain- and Emotion-Related Networks in Trigeminal Neuralgia. Front Hum Neurosci 2018; 12:107. [PMID: 29662445 PMCID: PMC5890150 DOI: 10.3389/fnhum.2018.00107] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 03/06/2018] [Indexed: 11/24/2022] Open
Abstract
Classical trigeminal neuralgia (TN) is a severe neuropathic facial pain disorder associated with increased risks of anxiety and depression. Converging evidence suggests that chronic pain pathophysiology involves dysfunctional pain-related and emotion-related networks. However, whether these systems are also among the culprit networks for TN remains unclear. Here, we aimed to assess TN-related anatomical and functional brain anomalies in pain-related and emotion-related networks. We investigated differences in gray matter (GM) volume and the related resting-state functional connectivity (rsFC) between 29 classical TN patients and 34 matched healthy controls. Relationships between brain measurement alterations, clinical pain and emotional states were identified. A longitudinal observation was further conducted to determine whether alterations in the brain could renormalize following pain relief. Reduced GM volumes in the bilateral amygdala, periaqueductal gray (PAG) and right insula were found in TN patients compared with healthy control subjects. Whole-brain rsFC analyses with the four above-mentioned anatomical regions as seeds identified three significantly altered functional circuits, including amygdala-DLPFC, amygdala-mPFC and amygdala-thalamus/putamen circuitry. The amygdala-DLPFC and amygdala-mPFC circuits were associated with clinical pain duration and emotional state ratings, respectively. Further longitudinal analysis found that rsFC strength abnormalities in two fronto-limbic circuits (left amygdala/left DLPFC and right amygdala/right PFC) were resolved after pain relief. Together, structural and functional deficits in pain-related and emotion-related networks were associated with TN patients, as demonstrated by our multimodal results. Pain relief had protective effects on brain functional connectivity within fronto-limbic circuits. Our study provides novel insights into the pathophysiology of TN, which may ultimately facilitate advances in TN intervention.
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Affiliation(s)
- Yanyang Zhang
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
| | - Zhiqi Mao
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
| | - Longsheng Pan
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
| | - Zhipei Ling
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
| | - Xinyun Liu
- Department of Radiology, Chinese PLA General Hospital, Beijing, China
| | - Jun Zhang
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
| | - Xinguang Yu
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
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224
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The Relationship Between Structural and Functional Brain Changes and Altered Emotion and Cognition in Chronic Low Back Pain Brain Changes. Clin J Pain 2018; 34:237-261. [DOI: 10.1097/ajp.0000000000000534] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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225
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Borsook D, Youssef AM, Barakat N, Sieberg CB, Elman I. Subliminal (latent) processing of pain and its evolution to conscious awareness. Neurosci Biobehav Rev 2018; 88:1-15. [PMID: 29476771 DOI: 10.1016/j.neubiorev.2018.02.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 02/07/2018] [Accepted: 02/19/2018] [Indexed: 12/18/2022]
Abstract
By unconscious or covert processing of pain we refer to nascent interactions that affect the eventual deliverance of pain awareness. Thus, internal processes (viz., repeated nociceptive events, inflammatory kindling, reorganization of brain networks, genetic) or external processes (viz., environment, socioeconomic levels, modulation of epigenetic status) contribute to enhancing or inhibiting the presentation of pain awareness. Here we put forward the notion that for many patients, ongoing sub-conscious changes in brain function are significant players in the eventual manifestation of chronic pain. In this review, we provide clinical examples of nascent or what we term pre-pain processes and the neurobiological mechanisms of how these changes may contribute to pain, but also potential opportunities to define the process for early therapeutic interventions.
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Affiliation(s)
- David Borsook
- Center for Pain and the Brain, 9 Hope Avenue, Mailbox 26, Waltham, MA, 06524-9936, United States.
| | - Andrew M Youssef
- Center for Pain and the Brain, 9 Hope Avenue, Mailbox 26, Waltham, MA, 06524-9936, United States
| | - Nadia Barakat
- Center for Pain and the Brain, 9 Hope Avenue, Mailbox 26, Waltham, MA, 06524-9936, United States
| | - Christine B Sieberg
- Center for Pain and the Brain, 9 Hope Avenue, Mailbox 26, Waltham, MA, 06524-9936, United States
| | - Igor Elman
- Dayton Veterans Affairs Medical Center 4100 West Third Street Dayton, OH, 45428, United States
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226
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Berger SE, Vachon-Presseau É, Abdullah TB, Baria AT, Schnitzer TJ, Apkarian AV. Hippocampal morphology mediates biased memories of chronic pain. Neuroimage 2018; 166:86-98. [PMID: 29080714 PMCID: PMC5813825 DOI: 10.1016/j.neuroimage.2017.10.030] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 10/06/2017] [Accepted: 10/16/2017] [Indexed: 12/20/2022] Open
Abstract
Experiences and memories are often mismatched. While multiple studies have investigated psychological underpinnings of recall error with respect to emotional events, the neurobiological mechanisms underlying the divergence between experiences and memories remain relatively unexplored in the domain of chronic pain. Here we examined the discrepancy between experienced chronic low back pain (CBP) intensity (twice daily ratings) and remembered pain intensity (n = 48 subjects) relative to psychometric properties, hippocampus morphology, memory capabilities, and personality traits related to reward. 77% of CBP patients exaggerated remembered pain, which depended on their strongest experienced pain and their most recent mood rating. This bias persisted over nearly 1 year and was related to reward memory bias and loss aversion. Shape displacement of a specific region in the left posterior hippocampus mediated personality effects on pain memory bias, predicted pain memory bias in a validation CBP group (n = 21), and accounted for 55% of the variance of pain memory bias. In two independent groups (n = 20/group), morphology of this region was stable over time and unperturbed by the development of chronic pain. These results imply that a localized hippocampal circuit, and personality traits associated with reward processing, largely determine exaggeration of daily pain experiences in chronic pain patients.
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Affiliation(s)
- Sara E Berger
- Department of Physiology, Northwestern University Feinberg School of Medicine, 303 E Chicago Ave, Chicago, IL 60611, USA; Department of Healthcare and Life Sciences, IBM Thomas J. Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, NY 10598, USA
| | - Étienne Vachon-Presseau
- Department of Physiology, Northwestern University Feinberg School of Medicine, 303 E Chicago Ave, Chicago, IL 60611, USA
| | - Taha B Abdullah
- Department of Physiology, Northwestern University Feinberg School of Medicine, 303 E Chicago Ave, Chicago, IL 60611, USA
| | - Alex T Baria
- Department of Physiology, Northwestern University Feinberg School of Medicine, 303 E Chicago Ave, Chicago, IL 60611, USA
| | - Thomas J Schnitzer
- Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, 710 N Lake Shore Drive, Room 1020, Chicago, IL 60611, USA; Department of Internal Medicine/Rheumatology, Northwestern University Feinberg School of Medicine, 710 N Lake Shore Drive, Room 1020, Chicago, IL 60611, USA
| | - A Vania Apkarian
- Department of Physiology, Northwestern University Feinberg School of Medicine, 303 E Chicago Ave, Chicago, IL 60611, USA; Department of Anesthesia, Northwestern University Feinberg School of Medicine, 303 E Chicago Ave, Chicago, IL 60611, USA; Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, 710 N Lake Shore Drive, Room 1020, Chicago, IL 60611, USA.
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227
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Takahashi N, Kasahara S, Yabuki S. Development and implementation of an inpatient multidisciplinary pain management program for patients with intractable chronic musculoskeletal pain in Japan: preliminary report. J Pain Res 2018; 11:201-211. [PMID: 29391827 PMCID: PMC5774477 DOI: 10.2147/jpr.s154171] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Introduction Multidisciplinary pain management is a useful method to treat chronic musculoskeletal pain. Few facilities in Japan administer a multidisciplinary pain management program, especially an inpatient program. Therefore, we implemented a multidisciplinary pain management program in our hospital based on biopsychosocial factors guided by the recommendations of the International Association for the Study of Pain. The purpose of this study is to describe our inpatient pain management program for Japanese patients, which uses the biopsychosocial method of pain self-management. Materials and methods Fourteen patients with intractable chronic musculoskeletal pain, who were implemented a multidisciplinary pain management program in our hospital, were studied using the evaluation of the pain and associated factors and physical function. Results Significant improvement in outcomes were seen in the brief pain inventory, the pain catastrophizing scale (rumination, magnification, and helplessness), the pain disability assessment scale, the hospital anxiety and depression scale (anxiety and depression), the pain self-efficacy questionnaire, the EuroQol five dimensions questionnaire, and muscle endurance and physical fitness. We found no statistically significant differences in static flexibility or walking ability. Conclusion We developed an inpatient chronic pain management program for Japanese patients. Our results suggest that our program improves chronic musculoskeletal pain coping mechanisms, and that the program can improve patients' quality of life and some physical function. This inpatient pain management program is being expanded to better help intractable chronic musculoskeletal pain patients.
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Affiliation(s)
- Naoto Takahashi
- Department of Pain Medicine, Fukushima Medical University School of Medicine, Fukushima.,Pain Management Center, Hoshi General Hospital, Koriyama, Japan
| | - Satoshi Kasahara
- Department of Pain Medicine, Fukushima Medical University School of Medicine, Fukushima.,Pain Management Center, Hoshi General Hospital, Koriyama, Japan
| | - Shoji Yabuki
- Department of Pain Medicine, Fukushima Medical University School of Medicine, Fukushima.,Pain Management Center, Hoshi General Hospital, Koriyama, Japan
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228
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Geha P, Schulman BR, Dib-Hajj SD, Waxman SG. Brain activity associated with pain in inherited erythromelalgia: stimulus-free pain engages brain areas involved in valuation and learning. NEUROBIOLOGY OF PAIN (CAMBRIDGE, MASS.) 2018; 3:8-14. [PMID: 31080911 PMCID: PMC6505710 DOI: 10.1016/j.ynpai.2018.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Revised: 01/15/2018] [Accepted: 01/16/2018] [Indexed: 06/09/2023]
Abstract
Inherited erythromelalgia (IEM) is a chronic pain disorder caused by gain-of-function mutations of peripheral sodium channel Nav1.7, in which warmth triggers severe pain. Little is known about the brain representation of pain in IEM. Here we study two subjects with the IEM Nav1.7-S241T mutation using functional brain imaging (fMRI). Subjects were scanned during each of five visits. During each scan, pain was first triggered using a warming boot and subjects rated their thermal-heat pain. Next, the thermal stimulus was terminated and subjects rated stimulus-free pain. Last, subjects performed a control visual rating task. Thermal-heat induced pain mapped to the frontal gyrus, ventro-medial prefrontal cortex, superior parietal lobule, supplementary motor area, insula, primary and secondary somato-sensory motor cortices, dorsal and ventral striatum, amygdala, and hippocampus. Stimulus-free pain, by contrast, mapped mainly to the frontal cortex, including dorsal, ventral and medial prefrontal cortex, and supplementary motor area. Examination of time periods when stimulus-free pain was changing showed further activations in the valuation network including the rostral anterior cingulate cortex, striatum and amygdala, in addition to brainstem, thalamus, and insula. We conclude that, similar to other chronic pain conditions, the brain representation of stimulus-free pain during an attack in subjects with IEM engages brain areas involved in acute pain as well as valuation and learning.
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Affiliation(s)
- Paul Geha
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06511, United States
- The John B. Pierce Laboratory, New Haven CT 06519, United States
| | - Betsy R. Schulman
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06510, United States
- Neurorehabilitation Research Center, Veterans Affairs Hospital, West Haven, CT 06516, United States
| | - Sulayman D. Dib-Hajj
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06510, United States
- Neurorehabilitation Research Center, Veterans Affairs Hospital, West Haven, CT 06516, United States
| | - Stephen G. Waxman
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06510, United States
- Neurorehabilitation Research Center, Veterans Affairs Hospital, West Haven, CT 06516, United States
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229
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Ji G, Yakhnitsa V, Kiritoshi T, Presto P, Neugebauer V. Fear extinction learning ability predicts neuropathic pain behaviors and amygdala activity in male rats. Mol Pain 2018; 14:1744806918804441. [PMID: 30209982 PMCID: PMC6172937 DOI: 10.1177/1744806918804441] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 08/15/2018] [Accepted: 09/02/2018] [Indexed: 12/14/2022] Open
Abstract
Background The amygdala plays a key role in fear learning and extinction and has emerged as an important node of emotional-affective aspects of pain and pain modulation. Impaired fear extinction learning, which involves prefrontal cortical control of amygdala processing, has been linked to neuropsychiatric disorders. Here, we tested the hypothesis that fear extinction learning ability can predict the magnitude of neuropathic pain. Results We correlated fear extinction learning in naive adult male rats with sensory and affective behavioral outcome measures (mechanical thresholds, vocalizations, and anxiety- and depression-like behaviors) before and after the induction of the spinal nerve ligation model of neuropathic pain compared to sham controls. Auditory fear conditioning, extinction learning, and extinction retention tests were conducted after baseline testing. All rats showed increased freezing responses after fear conditioning. During extinction training, the majority (75%) of rats showed a decline in freezing level to 50% in 5 min (fear extinction+), whereas 25% of the rats maintained a high freezing level (>50%, fear extinction-). Fear extinction- rats showed decreased open-arm preference in the elevated plus maze, reflecting anxiety-like behavior, but there were no significant differences in sensory thresholds, vocalizations, or depression-like behavior (forced swim test) between fear extinction+ and fear extinction- types. In the neuropathic pain model (four weeks after spinal nerve ligation), fear extinction- rats showed a greater increase in vocalizations and anxiety-like behavior than fear extinction+ rats. Fear extinction- rats, but not fear extinction+ rats, also developed depression-like behavior. Extracellular single unit recordings of amygdala (central nucleus) neurons in behaviorally tested rats (anesthetized with isoflurane) found greater increases in background activity, bursting, and evoked activity in fear extinction- rats than fear extinction+ rats in the spinal nerve ligation model compared to sham controls. Conclusion The data may suggest that fear extinction learning ability predicts the magnitude of neuropathic pain-related affective rather than sensory behaviors, which correlates with differences in amygdala activity changes.
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Affiliation(s)
- Guangchen Ji
- Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, School of Medicine, Lubbock, TX, USA
- Center of Excellence for Translational Neuroscience and Therapeutics, Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Vadim Yakhnitsa
- Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, School of Medicine, Lubbock, TX, USA
| | - Takaki Kiritoshi
- Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, School of Medicine, Lubbock, TX, USA
| | - Peyton Presto
- Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, School of Medicine, Lubbock, TX, USA
| | - Volker Neugebauer
- Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, School of Medicine, Lubbock, TX, USA
- Center of Excellence for Translational Neuroscience and Therapeutics, Texas Tech University Health Sciences Center, Lubbock, TX, USA
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230
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Abstract
The amygdala is a limbic brain region that plays a key role in emotional processing, neuropsychiatric disorders, and the emotional-affective dimension of pain. Preclinical and clinical studies have identified amygdala hyperactivity as well as impairment of cortical control mechanisms in pain states. Hyperactivity of basolateral amygdala (BLA) neurons generates enhanced feedforward inhibition and deactivation of the medial prefrontal cortex (mPFC), resulting in pain-related cognitive deficits. The mPFC sends excitatory projections to GABAergic neurons in the intercalated cell mass (ITC) in the amygdala, which project to the laterocapsular division of the central nucleus of the amygdala (CeLC; output nucleus) and serve gating functions for amygdala output. Impairment of these cortical control mechanisms allows the development of amygdala pain plasticity. Mechanisms of abnormal amygdala activity in pain with particular focus on loss of cortical control mechanisms as well as new strategies to correct pain-related amygdala dysfunction will be discussed in the present review.
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231
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Rydman E, Comasco E, Pettersson H, Oreland L, Ponzer S, Ottosson C. COMT genotype and non-recovery after a whiplash injury in a Northern European population. BMC Musculoskelet Disord 2017; 18:507. [PMID: 29195501 PMCID: PMC5709856 DOI: 10.1186/s12891-017-1810-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 11/06/2017] [Indexed: 11/10/2022] Open
Abstract
Background The COMT (Catechol-O-Methyl Transferase) gene may influence a person’s vulnerability to develop long-term pain and some COMT single nucleotide polymorphisms (SNPs) may associate with patterns of acute or chronic pain. Many patients with whiplash-associated disorders (WADs) suffer from long-term pain and other related symptoms, but it is less known if genetic factors play a role in the recovery process. The primary aim of this study was to evaluate whether self-reported non-recovery, including pain, was related to COMT genotype in patients with WAD. The secondary aim was to investigate whether or not background factors, including mental health, were related to genotype and non-recovery. Methods A total of 133 patients with neck pain after a whiplash trauma were included. Background factors were collected and blood samples were taken during the acute phase after the accident. DNA was isolated from blood and used to genotype the SNPs rs6269, rs4633, rs4818 and rs4680 in the COMT gene; additionally haplotypes were estimated and haplogenotypes inferred. The patients were followed up after 12 months and asked to rate their recovery including pain, mental health and quality of life. Results The overall reported non-recovery rate at 12 months was 44% with no significant differences in distribution of the COMT haplotypes. High levels of self-reported pain (OR 7.2) and anxiety (OR 4.4) after the accident were associated with non-recovery, but not related to the haplotypes. None of the other background factors were related to the haplotypes or non-recovery. Conclusion No association between self-reported non-recovery or pain levels and COMT haplotypes in patients with acute whiplash injuries could be detected. Independent replications are necessary to discard the hypothesis that COMT haplotypes do not influence non-recovery or pain levels in patients with acute whiplash injuries. High levels of initial pain and anxiety were associated with non-recovery, thereby confirming previously published reports.
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Affiliation(s)
- Eric Rydman
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, -118 83, Stockholm, SE, Sweden.
| | - Erika Comasco
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - H Pettersson
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, -118 83, Stockholm, SE, Sweden
| | - L Oreland
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - S Ponzer
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, -118 83, Stockholm, SE, Sweden
| | - C Ottosson
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, -118 83, Stockholm, SE, Sweden
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232
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Altered Functional Connectivity in Sickle Cell Disease Exists at Rest and During Acute Pain Challenge. Clin J Pain 2017; 33:1060-1070. [DOI: 10.1097/ajp.0000000000000492] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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233
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Lee PS, Low I, Chen YS, Tu CH, Chao HT, Hsieh JC, Chen LF. Encoding of menstrual pain experience with theta oscillations in women with primary dysmenorrhea. Sci Rep 2017; 7:15977. [PMID: 29167518 PMCID: PMC5700160 DOI: 10.1038/s41598-017-16039-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Accepted: 11/06/2017] [Indexed: 01/08/2023] Open
Abstract
Theta oscillation (4–7 Hz) is well documented for its association with neural processes of memory. Pronounced increase of theta activity is commonly observed in patients with chronic neurogenic pain. However, its association with encoding of pain experience in patients with chronic pain is still unclear. The goal of the present study is to investigate the theta encoding of sensory and emotional information of long-term menstrual pain in women with primary dysmenorrhea (PDM). Forty-six young women with PDM and 46 age-matched control subjects underwent resting-state magnetoencephalography study during menstrual and periovulatory phases. Our results revealed increased theta activity in brain regions of pain processing in women with PDM, including the right parahippocampal gyrus, right posterior insula, and left anterior/middle cingulate gyrus during the menstrual phase and the left anterior insula and the left middle/inferior temporal gyrus during the periovulatory phase. The correlations between theta activity and the psychological measures pertaining to pain experience (depression, state anxiety, and pain rating index) implicate the role of theta oscillations in emotional and sensory processing of pain. The present study provides evidence for the role of theta oscillations in encoding the immediate and sustained effects of pain experience in young women with PDM.
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Affiliation(s)
- Pin-Shiuan Lee
- Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan
| | - Intan Low
- Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan
| | - Yong-Sheng Chen
- Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan
| | - Cheng-Hao Tu
- Integrated Brain Research Unit, Division of Clinical Research, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Hsiang-Tai Chao
- Department of Obstetrics and Gynecology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Jen-Chuen Hsieh
- Integrated Brain Research Unit, Division of Clinical Research, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan. .,Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan.
| | - Li-Fen Chen
- Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan. .,Integrated Brain Research Unit, Division of Clinical Research, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan. .,Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan.
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234
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Chong CD, Dumkrieger G, Schwedt TJ. Structural Co-Variance Patterns in Migraine: A Cross-Sectional Study Exploring the Role of the Hippocampus. Headache 2017; 57:1522-1531. [PMID: 28976002 PMCID: PMC5681397 DOI: 10.1111/head.13193] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 05/05/2017] [Accepted: 06/05/2017] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To interrogate hippocampal morphology and structural co-variance patterns in migraine patients and to investigate whether structural co-variance patterns relate to migraine disease characteristics. BACKGROUND Migraine is associated with structural alterations in widespread cortical and subcortical regions associated with the sensory, cognitive, and affective components of pain processing. Recent studies have shown that migraine patients have differences in hippocampal structure and function relative to healthy control subjects, but whether hippocampal structure relates to disease characteristics including frequency of attacks, years lived with migraine and symptoms of allodynia remains unknown. Furthermore, this study investigated hippocampal volume co-variance patterns in migraineurs, an indirect measure of brain network connectivity. Here, we explore differences in hippocampal volume and structural co-variance patterns in migraine patients relative to healthy controls and examine whether these hippocampal measures relate to migraine disease burden. METHODS This study included 61 migraine patients and 57 healthy control subjects (healthy controls: median age = 34.0, IQR = 19.0; migraine patients: median age = 35.0, IQR = 17.5; P = .65). Regional brain volumes were automatically calculated using FreeSurfer version 5.3. Symptoms of allodynia were determined using the Allodynia Symptom Checklist 12 (ASC-12). Structural co-variance patterns were interrogated using pairwise correlations and group differences in correlation strength were estimated using Euclidian distance. A stepwise regression was used to investigate the relationship between structural co-variance patterns with migraine burden. RESULTS Migraine patients had less left hippocampal volume (healthy controls: left hippocampal volume = 4276.8 mm3 , SD = 425.3 mm3 , migraine patients: left hippocampal volume = 4089.5 mm3 , SD = 453.9 mm3 , P = .02) and less total (right plus left) hippocampal volume (healthy controls: total hippocampal volume= 8690.8 mm3 , SD = 855.1 mm3 ; migraine patients: total hippocampal volume = 8341.8 mm3 , SD = 917.9 mm3 ; P = .03) compared to healthy controls. Migraineurs had stronger structural covariance between the hippocampi and cortico-limbic regions in the frontal lobe (inferior opercular gyrus), temporal lobe (planum temporale, amygdala), parietal lobe (angular gyrus, precuneus), and the cerebellar white matter. Results of a stepwise regression showed that hippocampal volumes and the interactions between hippocampal volumes with the volumes of other cortico-limbic regions associate with migraine-related allodynia but not with headache frequency or years lived with migraine. CONCLUSION Migraineurs have less hippocampal volume and stronger hippocampal-cortico-limbic connectivity compared to healthy controls. Hippocampal volumes and measures of hippocampal volume connectivity with other cortico-limbic network regions associate with symptoms of allodynia.
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Affiliation(s)
| | - Gina Dumkrieger
- Mayo Clinic, Arizona, Department of Neurology
- Arizona State University, School of Computing Informatics and Decision Systems Engineering
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235
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Tétreault P, Apkarian AV. [Predicting placebo response with functional magnetic resonance imaging]. Med Sci (Paris) 2017; 33:599-602. [PMID: 28990559 DOI: 10.1051/medsci/20173306014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Pascal Tétreault
- Department of physiology, Northwestern University, Feinberg school of medicine, Chicago, Illinois, États-Unis
| | - A Vania Apkarian
- Department of physiology, Northwestern University, Feinberg school of medicine, Chicago, Illinois, États-Unis - Department of physical medicine and rehabilitation, Northwestern University, Feinberg school of medicine, Chicago, Illinois, États-Unis - Department of anesthesia, Northwestern University, Feinberg school of medicine, Chicago, Illinois, États-Unis
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236
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Hayes DJ, Chen DQ, Zhong J, Lin A, Behan B, Walker M, Hodaie M. Affective Circuitry Alterations in Patients with Trigeminal Neuralgia. Front Neuroanat 2017; 11:73. [PMID: 28928638 PMCID: PMC5591854 DOI: 10.3389/fnana.2017.00073] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 08/11/2017] [Indexed: 11/24/2022] Open
Abstract
Trigeminal neuralgia (TN) is a severe chronic neuropathic facial pain disorder. Affect-related behavioral and structural brain changes have been noted across chronic pain disorders, but have not been well-studied in TN. We examined the potential impact of TN (37 patients: 23 with right-sided TN, 14 with left-sided TN), compared to age- and sex-matched healthy controls, on three major white matter tracts responsible for carrying affect-related signals—i.e., cingulum, fornix, and medial forebrain bundle. Diffusion magnetic resonance imaging (dMRI), deterministic multi-tensor tractography for tract modeling, and a model-driven region-of-interest approach was used. We also used volumetric gray matter analysis on key targets of these pathways (i.e., hippocampus, cingulate cortex subregions, nucleus accumbens, and ventral diencephalon). Hypotheses included: (1) successful modeling of tracts; (2) altered white matter microstructure of the cingulum and medial forebrain bundle (via changes in dMRI metrics such as fractional anisotropy, and mean, axial, and radial diffusivities) compared to controls; (3) no alterations in the control region of the fornix; (4) corresponding decreases in gray matter volumes. Results showed (1) all 325 tracts were successfully modeled, although 11 were partially complete; (2) The cingulum and medial forebrain bundle (MFB) were altered in those with TN, with dMRI metric changes in the middle (p = 0.001) and posterior cingulum (p < 0.0001), and the MFB near the ventral tegmental area (MFB-VTA) (p = 0.001). The posterior cingulum and MFB-VTA also showed unilateral differences between right- and left-sided TN patients; (3) No differences were noted at any fornix subdivision; (4) decreased volumes were noted for the hippocampus, posterior cingulate, nucleus accumbens, and ventral diencephalon. Together, these results support the notion of selectively altered affective circuits in patients with TN, which may be related to the experience of negative affect and the increased comorbidity of mood and anxiety disorders in this population.
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Affiliation(s)
- Dave J Hayes
- Psychology Department and Neuroscience Program, Union CollegeSchenectady, NY, United States.,Division of Brain, Imaging and Behaviour Systems Neuroscience and Division of Neurosurgery, Department of Surgery, Toronto Western Hospital, Krembil Research Institute, University Health Network, University of TorontoToronto, ON, Canada
| | - David Q Chen
- Division of Brain, Imaging and Behaviour Systems Neuroscience and Division of Neurosurgery, Department of Surgery, Toronto Western Hospital, Krembil Research Institute, University Health Network, University of TorontoToronto, ON, Canada
| | - Jidan Zhong
- Division of Brain, Imaging and Behaviour Systems Neuroscience and Division of Neurosurgery, Department of Surgery, Toronto Western Hospital, Krembil Research Institute, University Health Network, University of TorontoToronto, ON, Canada
| | - Ariel Lin
- Psychology Department and Neuroscience Program, Union CollegeSchenectady, NY, United States
| | - Brendan Behan
- Division of Brain, Imaging and Behaviour Systems Neuroscience and Division of Neurosurgery, Department of Surgery, Toronto Western Hospital, Krembil Research Institute, University Health Network, University of TorontoToronto, ON, Canada
| | - Matthew Walker
- Division of Brain, Imaging and Behaviour Systems Neuroscience and Division of Neurosurgery, Department of Surgery, Toronto Western Hospital, Krembil Research Institute, University Health Network, University of TorontoToronto, ON, Canada
| | - Mojgan Hodaie
- Division of Brain, Imaging and Behaviour Systems Neuroscience and Division of Neurosurgery, Department of Surgery, Toronto Western Hospital, Krembil Research Institute, University Health Network, University of TorontoToronto, ON, Canada
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237
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Cruz-Almeida Y, Rosso A, Marcum Z, Harris T, Newman AB, Nevitt M, Satterfield S, Yaffe K, Rosano C. Associations of Musculoskeletal Pain With Mobility in Older Adults: Potential Cerebral Mechanisms. J Gerontol A Biol Sci Med Sci 2017; 72:1270-1276. [PMID: 28505228 PMCID: PMC5861958 DOI: 10.1093/gerona/glx084] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 04/25/2017] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Musculoskeletal pain is highly prevalent and limits mobility in older adults. A potential mechanism by which pain affects mobility could be through its negative impact on the brain. We examined whether structural integrity of cerebral gray and white matter (WM) mediated the relationship between pain and mobility in community-dwelling older adults. METHODS Musculoskeletal pain, gait speed, and neuroimaging data were obtained concurrently from the Health ABC study (mean age = 83/56% female, n = 212). Microstructural gray matter integrity was measured by mean diffusivity (MD), WM microstructure and macrostructure were measured by fractional anisotropy (FA) and WM hyperintensities (WMH), respectively. Regression models were adjusted for gray matter atrophy, age, gender, medication use, and obesity. Bootstrapped mediation methods were used (1,000 bootstrapped samples, 95% confidence intervals). RESULTS The associations of musculoskeletal pain with WMH (β = .19, p < .05) and FA (β = -.18, p < .05) were robust to adjustment for gender, medication use, age, body mass index (BMI), and brain atrophy. Participants who experienced both knee and back pain had a significantly slower gait speed (~0.11 m/s) than those without knee or back pain (p < .05) independent of gender, medication, age, and BMI. WMH and FA significantly mediated the pain-gait speed relationship. Associations between pain and MD were not significant, and MD did not modify the association between pain and gait speed. CONCLUSIONS Cerebral WM integrity may contribute to the detrimental effects of musculoskeletal pain on mobility, although pre-existing WM integrity may also simultaneously amplify pain and decrease mobility. Future studies are needed to further understand whether successful pain management may significantly improve both brain health and mobility.
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Affiliation(s)
- Yenisel Cruz-Almeida
- Departments of Aging and Geriatric Research and Neuroscience, Institute on Aging, Pain Research and Intervention Center of Excellence, University of Florida
| | - Andrea Rosso
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh
| | - Zachary Marcum
- Department of Pharmacy, School of Pharmacy, University of Washington
| | - Tamara Harris
- Laboratory of Epidemiology and Population Science, National Institute on Aging
| | - Anne B Newman
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh
- Department of Geriatric Medicine, School of Medicine, University of Pittsburgh
| | - Michael Nevitt
- Department of Epidemiology and Biostatistics, UCSF School of Medicine
| | - Suzanne Satterfield
- Department of Preventive Medicine, University of Tennessee Health Science Center
| | - Kristine Yaffe
- Departments of Psychiatry, Neurology and Epidemiology, UCSF School of Medicine
| | - Caterina Rosano
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh
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238
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Discovery of endogenous opioid systems: what it has meant for the clinician's understanding of pain and its treatment. Pain 2017; 158:2290-2300. [DOI: 10.1097/j.pain.0000000000001043] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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239
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The Vicious Cycle of Chronic Pain in Aging Requires Multidisciplinary Non-pharmacological Approach to Treatment. Curr Behav Neurosci Rep 2017. [DOI: 10.1007/s40473-017-0126-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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240
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Chen F, Chen F, Shang Z, Shui Y, Wu G, Liu C, Lin Z, Lin Y, Yu L, Kang D, Tao W, Li Y. White matter microstructure degenerates in patients with postherpetic neuralgia. Neurosci Lett 2017; 656:152-157. [DOI: 10.1016/j.neulet.2017.07.023] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Revised: 07/05/2017] [Accepted: 07/14/2017] [Indexed: 11/30/2022]
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Scher AI, Buse DC, Fanning KM, Kelly AM, Franznick DA, Adams AM, Lipton RB. Comorbid pain and migraine chronicity: The Chronic Migraine Epidemiology and Outcomes Study. Neurology 2017; 89:461-468. [PMID: 28679597 PMCID: PMC5539732 DOI: 10.1212/wnl.0000000000004177] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Accepted: 05/10/2017] [Indexed: 01/03/2023] Open
Abstract
Objective: To identify patterns of noncephalic pain comorbidity in people with episodic migraine (EM; <15 headache-days per month) and chronic migraine (CM; ≥15 headache-days per month) and to examine whether the presence of noncephalic pain is an indicator for the 3-month onset or persistence of CM. Methods: Data from the Chronic Migraine Epidemiology and Outcomes (CaMEO) Study, a prospective, web-based study with cross-sectional modules embedded in a longitudinal design, were analyzed at baseline and the 3-month follow-up. Relationships between the number of noncephalic pain sites and 3-month onset of CM or persistent CM were assessed. Results: Of 8,908 eligible respondents, 8,139 (91.4%) had EM and 769 (8.6%) had CM at baseline. At 3 months, the incidence of CM among those with baseline EM was 3.4%. When adjusted for demographics and headache-day frequency, the odds of CM onset among those with baseline EM increased by 30% (95% confidence interval [CI] 1.21–1.40, p < 0.001) for each additional noncephalic pain site at baseline. Among those with CM at baseline, 50.1% had persistent CM at the 3-month follow-up. After adjustment for demographics, individuals with CM were 15% (95% CI 1.07–1.25, p < 0.001) more likely to have persistent CM for each additional noncephalic pain site at baseline. Conclusions: These results suggest that noncephalic pain may be a marker for headache chronicity that could be used to identify people with EM at risk of the onset of CM and people with CM at risk of persistent CM.
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Affiliation(s)
- Ann I Scher
- From the Department of Neurology (D.C.B., R.B.L.), Albert Einstein College of Medicine, Bronx, NY; Montefiore Medical Center (D.C.B., R.B.L.), Bronx, NY; Vedanta Research (K.M.F.), Chapel Hill, NC; Complete Healthcare Communications (A.M.K., D.A.F.), Chadds Ford, PA; Allergan plc (A.M.A.), Irvine, CA. affiliated with the Department of Preventive Medicine and Biometrics (A.I.S.), Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Dawn C Buse
- From the Department of Neurology (D.C.B., R.B.L.), Albert Einstein College of Medicine, Bronx, NY; Montefiore Medical Center (D.C.B., R.B.L.), Bronx, NY; Vedanta Research (K.M.F.), Chapel Hill, NC; Complete Healthcare Communications (A.M.K., D.A.F.), Chadds Ford, PA; Allergan plc (A.M.A.), Irvine, CA. affiliated with the Department of Preventive Medicine and Biometrics (A.I.S.), Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Kristina M Fanning
- From the Department of Neurology (D.C.B., R.B.L.), Albert Einstein College of Medicine, Bronx, NY; Montefiore Medical Center (D.C.B., R.B.L.), Bronx, NY; Vedanta Research (K.M.F.), Chapel Hill, NC; Complete Healthcare Communications (A.M.K., D.A.F.), Chadds Ford, PA; Allergan plc (A.M.A.), Irvine, CA. affiliated with the Department of Preventive Medicine and Biometrics (A.I.S.), Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Amanda M Kelly
- From the Department of Neurology (D.C.B., R.B.L.), Albert Einstein College of Medicine, Bronx, NY; Montefiore Medical Center (D.C.B., R.B.L.), Bronx, NY; Vedanta Research (K.M.F.), Chapel Hill, NC; Complete Healthcare Communications (A.M.K., D.A.F.), Chadds Ford, PA; Allergan plc (A.M.A.), Irvine, CA. affiliated with the Department of Preventive Medicine and Biometrics (A.I.S.), Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Dana A Franznick
- From the Department of Neurology (D.C.B., R.B.L.), Albert Einstein College of Medicine, Bronx, NY; Montefiore Medical Center (D.C.B., R.B.L.), Bronx, NY; Vedanta Research (K.M.F.), Chapel Hill, NC; Complete Healthcare Communications (A.M.K., D.A.F.), Chadds Ford, PA; Allergan plc (A.M.A.), Irvine, CA. affiliated with the Department of Preventive Medicine and Biometrics (A.I.S.), Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Aubrey M Adams
- From the Department of Neurology (D.C.B., R.B.L.), Albert Einstein College of Medicine, Bronx, NY; Montefiore Medical Center (D.C.B., R.B.L.), Bronx, NY; Vedanta Research (K.M.F.), Chapel Hill, NC; Complete Healthcare Communications (A.M.K., D.A.F.), Chadds Ford, PA; Allergan plc (A.M.A.), Irvine, CA. affiliated with the Department of Preventive Medicine and Biometrics (A.I.S.), Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Richard B Lipton
- From the Department of Neurology (D.C.B., R.B.L.), Albert Einstein College of Medicine, Bronx, NY; Montefiore Medical Center (D.C.B., R.B.L.), Bronx, NY; Vedanta Research (K.M.F.), Chapel Hill, NC; Complete Healthcare Communications (A.M.K., D.A.F.), Chadds Ford, PA; Allergan plc (A.M.A.), Irvine, CA. affiliated with the Department of Preventive Medicine and Biometrics (A.I.S.), Uniformed Services University of the Health Sciences, Bethesda, MD.
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Reckziegel D, Bailey H, Cottam WJ, Tench CR, Mahajan RP, Walsh DA, Knaggs RD, Auer DP. Imaging pain relief in osteoarthritis (IPRO): protocol of a double-blind randomised controlled mechanistic study assessing pain relief and prediction of duloxetine treatment outcome. BMJ Open 2017; 7:e014013. [PMID: 28652290 PMCID: PMC5541453 DOI: 10.1136/bmjopen-2016-014013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Revised: 02/02/2017] [Accepted: 02/23/2017] [Indexed: 12/27/2022] Open
Abstract
INTRODUCTION Osteoarthritis (OA) pain is a major cause of long-term disability and chronic pain in the adult population. One in five patients does not receive satisfactory pain relief, which reflects the complexity of chronic pain and the current lack of understanding of mechanisms of chronic pain. Recently, duloxetine has demonstrated clinically relevant pain relief, but only in half of treated patients with OA. Here, the aim is to investigate the neural mechanisms of pain relief and neural signatures that may predict treatment response to duloxetine in chronic knee OA pain. METHODS AND ANALYSIS This is an ongoing single-centre randomised placebo-controlled mechanistic study (2:1 (placebo) allocation), using a multimodal neuroimaging approach, together with psychophysiological (quantitative sensory testing), genetics and questionnaire assessments. Eighty-one subjects with chronic knee OA pain are planned to power for between-group comparisons (placebo, duloxetine responder and duloxetine non-responder). Participants have a baseline assessment and, following 6 weeks of duloxetine (30 mg for 2 weeks, then 60 mg for 4 weeks), a follow-up evaluation. Brain imaging is performed at 3T with blood-oxygen-level dependent functional MRI at rest and during pin-prick nociceptive stimulation for main outcome assessment; arterial spin labelling and structural imaging (T1-weighted) for secondary outcome assessment. Questionnaires evaluate pain, negative affect, quality of sleep and cognition. ETHICS AND DISSEMINATION The study has been approved by the East Midlands, Nottingham and is being carried out under the principles of the Declaration of Helsinki (64th, 2013) and Good Clinical Practice standards. Results will be disseminated in peer-reviewed journals and at scientific conferences. TRIAL REGISTRATION NUMBER This trial is registered at ClinicalTrials.gov (NCT02208778).This work was supported by Arthritis Research UK (Grant 18769).
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Affiliation(s)
- Diane Reckziegel
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Nottingham, UK
| | - Helen Bailey
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Nottingham, UK
| | - William J Cottam
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Nottingham, UK
| | - Christopher R Tench
- Division of Clinical Neuroscience, Clinical Neurology, University of Nottingham, Nottingham, UK
| | - Ravi P Mahajan
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Anaesthesia and Critical Care, University of Nottingham, Nottingham, UK
| | - David A Walsh
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Division of Rheumatology, Orthopaedics and Dermatology, University of Nottingham, Nottingham, UK
| | - Roger D Knaggs
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- School of Pharmacy, University of Nottingham, Nottingham, UK
| | - Dorothee P Auer
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Nottingham, UK
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243
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Yue L, Ma LY, Cui S, Liu FY, Yi M, Wan Y. Brain-derived neurotrophic factor in the infralimbic cortex alleviates inflammatory pain. Neurosci Lett 2017. [PMID: 28648456 DOI: 10.1016/j.neulet.2017.06.028] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
In chronic pain, it has been reported that the medial prefrontal cortex (mPFC) takes important regulatory roles, and may change functionally and morphologically in result of chronic pain. Brain-derived neurotrophic factor (BDNF) is well known as a critical modulator of neuronal excitability and synaptic transmission in the central nervous system. The aim of the present study is to investigate the role of BDNF in the infralimbic cortex and the prelimbic cortex of the mPFC in complete Freund's adjuvant (CFA)-induced inflammatory pain. We found that the BDNF level decreased in the infralimbic cortex, but not in the prelimbic cortex, 3days after the CFA induction of the inflammatory pain. BDNF infusion into bilateral infralimbic cortices to activate neuronal activities could alleviate inflammatory pain and accelerate long-term recovery from pain. In conclusion, BDNF in the infralimbic cortex of the mPFC could accelerate recovery from inflammatory pain.
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Affiliation(s)
- Lupeng Yue
- Neuroscience Research Institute, Peking University, Beijing 100191, P. R. China
| | - Long-Yu Ma
- Neuroscience Research Institute, Peking University, Beijing 100191, P. R. China
| | - Shuang Cui
- Neuroscience Research Institute, Peking University, Beijing 100191, P. R. China
| | - Feng-Yu Liu
- Neuroscience Research Institute, Peking University, Beijing 100191, P. R. China
| | - Ming Yi
- Neuroscience Research Institute, Peking University, Beijing 100191, P. R. China
| | - You Wan
- Neuroscience Research Institute, Peking University, Beijing 100191, P. R. China; Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing 100191, P. R. China; Key Laboratory for Neuroscience, Ministry of Education/National Health and Family Planning Commission, Peking University, Beijing 100191, P. R. China.
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244
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Abstract
Pain and stress share significant conceptual and physiological overlaps. Both phenomena challenge the body's homeostasis and necessitate decision-making to help animals adapt to their environment. In addition, chronic stress and chronic pain share a common behavioral model of failure to extinguish negative memories. Yet, they also have discrepancies such that the final brain endophenotype of posttraumatic stress disorder, depression, and chronic pain appears to be different among the three conditions, and the role of the hypothalamic-pituitary-adrenal axis remains unclear in the physiology of pain. Persistence of either stress or pain is maladaptive and could lead to compromised well-being. In this brief review, we highlight the commonalities and differences between chronic stress and chronic pain, while focusing particularly on the central role of the limbic brain. We assess the current attempts in the field to conceptualize and understand chronic pain, within the context of knowledge gained from the stress literature. The limbic brain-including hippocampus, amygdala, and ventromedial pre-frontal cortex-plays a critical role in learning. These brain areas integrate incoming nociceptive or stress signals with internal state, and generate learning signals necessary for decision-making. Therefore, the physiological and structural remodeling of this learning circuitry is observed in conditions such as chronic pain, depression, and posttraumatic stress disorder, and is also linked to the risk of onset of these conditions.
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Affiliation(s)
- Chadi G Abdallah
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.,National Center for PTSD-Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, USA
| | - Paul Geha
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.,National Center for PTSD-Clinical Neurosciences Division, US Department of Veterans Affairs, West Haven, CT, USA.,The John B. Pierce Laboratory, New Haven, CT, USA
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245
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Affiliation(s)
- Karen D. Davis
- Division of Brain, Imaging, and Behaviour – Systems Neuroscience, Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto M5T 2S8, Canada
- Department of Surgery and Institute of Medical Science, University of Toronto, Toronto, Canada
| | - David A. Seminowicz
- Department of Neural and Pain Sciences, School of Dentistry, and Center to Advance Chronic Pain Research, University of Maryland Baltimore, Baltimore, MD, 21201
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246
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Quantifying cerebral contributions to pain beyond nociception. Nat Commun 2017; 8:14211. [PMID: 28195170 PMCID: PMC5316889 DOI: 10.1038/ncomms14211] [Citation(s) in RCA: 112] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Accepted: 12/05/2016] [Indexed: 12/21/2022] Open
Abstract
Cerebral processes contribute to pain beyond the level of nociceptive input and mediate psychological and behavioural influences. However, cerebral contributions beyond nociception are not yet well characterized, leading to a predominant focus on nociception when studying pain and developing interventions. Here we use functional magnetic resonance imaging combined with machine learning to develop a multivariate pattern signature-termed the stimulus intensity independent pain signature-1 (SIIPS1)-that predicts pain above and beyond nociceptive input in four training data sets (Studies 1-4, N=137). The SIIPS1 includes patterns of activity in nucleus accumbens, lateral prefrontal and parahippocampal cortices, and other regions. In cross-validated analyses of Studies 1-4 and in two independent test data sets (Studies 5-6, N=46), SIIPS1 responses explain variation in trial-by-trial pain ratings not captured by a previous fMRI-based marker for nociceptive pain. In addition, SIIPS1 responses mediate the pain-modulating effects of three psychological manipulations of expectations and perceived control. The SIIPS1 provides an extensible characterization of cerebral contributions to pain and specific brain targets for interventions.
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247
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Abstract
Pain is an integrative phenomenon that results from dynamic interactions between sensory and contextual (i.e., cognitive, emotional, and motivational) processes. In the brain the experience of pain is associated with neuronal oscillations and synchrony at different frequencies. However, an overarching framework for the significance of oscillations for pain remains lacking. Recent concepts relate oscillations at different frequencies to the routing of information flow in the brain and the signaling of predictions and prediction errors. The application of these concepts to pain promises insights into how flexible routing of information flow coordinates diverse processes that merge into the experience of pain. Such insights might have implications for the understanding and treatment of chronic pain.
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Affiliation(s)
- Markus Ploner
- Department of Neurology and TUMNeuroimaging Center, Technische Universität München, Munich, Germany.
| | - Christian Sorg
- Departments of Neuroradiology and Psychiatry and TUMNeuroimaging Center, Technische Universität München, Munich, Germany
| | - Joachim Gross
- Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, UK
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248
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249
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The Role of Stress Regulation on Neural Plasticity in Pain Chronification. Neural Plast 2016; 2016:6402942. [PMID: 28053788 PMCID: PMC5178373 DOI: 10.1155/2016/6402942] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 11/02/2016] [Accepted: 11/14/2016] [Indexed: 01/27/2023] Open
Abstract
Pain, especially chronic pain, is one of the most common clinical symptoms and has been considered as a worldwide healthcare problem. The transition from acute to chronic pain is accompanied by a chain of alterations in physiology, pathology, and psychology. Increasing clinical studies and complementary animal models have elucidated effects of stress regulation on the pain chronification via investigating activations of the hypothalamic-pituitary-adrenal (HPA) axis and changes in some crucial brain regions, including the amygdala, prefrontal cortex, and hippocampus. Although individuals suffer from acute pain benefit from such physiological alterations, chronic pain is commonly associated with maladaptive responses, like the HPA dysfunction and abnormal brain plasticity. However, the causal relationship among pain chronification, stress regulation, and brain alterations is rarely discussed. To call for more attention on this issue, we review recent findings obtained from clinical populations and animal models, propose an integrated stress model of pain chronification based on the existing models in perspectives of environmental influences and genetic predispositions, and discuss the significance of investigating the role of stress regulation on brain alteration in pain chronification for various clinical applications.
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250
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Misra G, Wang WE, Archer DB, Roy A, Coombes SA. Automated classification of pain perception using high-density electroencephalography data. J Neurophysiol 2016; 117:786-795. [PMID: 27903639 DOI: 10.1152/jn.00650.2016] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 11/28/2016] [Indexed: 11/22/2022] Open
Abstract
The translation of brief, millisecond-long pain-eliciting stimuli to the subjective perception of pain is associated with changes in theta, alpha, beta, and gamma oscillations over sensorimotor cortex. However, when a pain-eliciting stimulus continues for minutes, regions beyond the sensorimotor cortex, such as the prefrontal cortex, are also engaged. Abnormalities in prefrontal cortex have been associated with chronic pain states, but conventional, millisecond-long EEG paradigms do not engage prefrontal regions. In the current study, we collected high-density EEG data during an experimental paradigm in which subjects experienced a 4-s, low- or high-intensity pain-eliciting stimulus. EEG data were analyzed using independent component analyses, EEG source localization analyses, and measure projection analyses. We report three novel findings. First, an increase in pain perception was associated with an increase in gamma and theta power in a cortical region that included medial prefrontal cortex. Second, a decrease in lower beta power was associated with an increase in pain perception in a cortical region that included the contralateral sensorimotor cortex. Third, we used machine learning for automated classification of EEG data into low- and high-pain classes. Theta and gamma power in the medial prefrontal region and lower beta power in the contralateral sensorimotor region served as features for classification. We found a leave-one-out cross-validation accuracy of 89.58%. The development of biological markers for pain states continues to gain traction in the literature, and our findings provide new information that advances this body of work.NEW & NOTEWORTHY The development of a biological marker for pain continues to gain traction in literature. Our findings show that high- and low-pain perception in human subjects can be classified with 89% accuracy using high-density EEG data from prefrontal cortex and contralateral sensorimotor cortex. Our approach represents a novel neurophysiological paradigm that advances the literature on biological markers for pain.
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Affiliation(s)
- Gaurav Misra
- Laboratory for Rehabilitation Neuroscience, Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida
| | - Wei-En Wang
- Laboratory for Rehabilitation Neuroscience, Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida
| | - Derek B Archer
- Laboratory for Rehabilitation Neuroscience, Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida
| | - Arnab Roy
- Laboratory for Rehabilitation Neuroscience, Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida
| | - Stephen A Coombes
- Laboratory for Rehabilitation Neuroscience, Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida
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