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Alhazmi FH, Beaton D, Abdi H. Semantically defined subdomains of functional neuroimaging literature and their corresponding brain regions. Hum Brain Mapp 2018; 39:2764-2776. [PMID: 29575246 PMCID: PMC6866474 DOI: 10.1002/hbm.24038] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2017] [Revised: 02/17/2018] [Accepted: 03/04/2018] [Indexed: 11/10/2022] Open
Abstract
The functional neuroimaging literature has become increasingly complex and thus difficult to navigate. This complexity arises from the rate at which new studies are published and from the terminology that varies widely from study-to-study and even more so from discipline-to-discipline. One way to investigate and manage this problem is to build a "semantic space" that maps the different vocabulary used in functional neuroimaging literature. Such a semantic space will also help identify the primary research domains of neuroimaging and their most commonly reported brain regions. In this work, we analyzed the multivariate semantic structure of abstracts in Neurosynth and found that there are six primary domains of the functional neuroimaging literature, each with their own preferred reported brain regions. Our analyses also highlight possible semantic sources of reported brain regions within and across domains because some research topics (e.g., memory disorders, substance use disorder) use heterogeneous terminology. Furthermore, we highlight the growth and decline of the primary domains over time. Finally, we note that our techniques and results form the basis of a "recommendation engine" that could help readers better navigate the neuroimaging literature.
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Affiliation(s)
- Fahd H. Alhazmi
- School of Behavioral and Brain SciencesThe University of Texas at Dallas, MS: GR4.1, 800 West Campbell RdRichardsonTexas75080
| | - Derek Beaton
- Rotman Research Institute, Baycrest Health Sciences, 3560 Bathurst StreetTorontoOntarioM6A 2E1Canada
| | - Hervé Abdi
- School of Behavioral and Brain SciencesThe University of Texas at Dallas, MS: GR4.1, 800 West Campbell RdRichardsonTexas75080
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Gaps in Understanding Mechanism and Lack of Treatments: Potential Use of a Nonhuman Primate Model of Oxaliplatin-Induced Neuropathic Pain. Pain Res Manag 2018; 2018:1630709. [PMID: 29854035 PMCID: PMC5954874 DOI: 10.1155/2018/1630709] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 04/03/2018] [Indexed: 12/11/2022]
Abstract
The antineoplastic agent oxaliplatin induces an acute hypersensitivity evoked by cold that has been suggested to be due to sensitized central and peripheral neurons. Rodent-based preclinical studies have suggested numerous treatments for the alleviation of oxaliplatin-induced neuropathic pain, but few have demonstrated robust clinical efficacy. One issue is that current understanding of the pathophysiology of oxaliplatin-induced neuropathic pain is primarily based on rodent models, which might not entirely recapitulate the clinical pathophysiology. In addition, there is currently no objective physiological marker for pain that could be utilized to objectively indicate treatment efficacy. Nonhuman primates are phylogenetically and neuroanatomically similar to humans; thus, disease mechanism in nonhuman primates could reflect that of clinical oxaliplatin-induced neuropathy. Cold-activated pain-related brain areas in oxaliplatin-treated macaques were attenuated with duloxetine, the only drug that has demonstrated clinical efficacy for chemotherapy-induced neuropathic pain. By contrast, drugs that have not demonstrated clinical efficacy in oxaliplatin-induced neuropathic pain did not reduce brain activation. Thus, a nonhuman primate model could greatly enhance understanding of clinical pathophysiology beyond what has been obtained with rodent models and, furthermore, brain activation could serve as an objective marker of pain and therapeutic efficacy.
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53
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Liu L, Chen S, Zeng D, Li H, Shi C, Zhang L. Cerebral activation effects of acupuncture at Yanglinquan(GB34) point acquired using resting-state fMRI. Comput Med Imaging Graph 2018; 67:55-58. [PMID: 29800886 DOI: 10.1016/j.compmedimag.2018.04.004] [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: 12/25/2017] [Revised: 04/03/2018] [Accepted: 04/09/2018] [Indexed: 10/17/2022]
Abstract
OBJECTIVE To explore the central mechanism of acupuncture points for regional homogeneity(ReHo) of resting state in brain function after acupuncture at GB34. METHODS Ten healthy volunteers were enrolled, which included 4 males and 6 females, aged 20-34 years old with median age of 23. The GE Signa HDxt 3.0 T magnetic resonance imaging were performed before (control group) and after acupuncture at GB34, and differences of different brain ReHo of 2 groups by statistical parametric mapping (SPM8) software and ReHo data processing methods were analyzed. The statistically different brain regions were obtained by false discovery rate corrected (FDR-Corrected). RESULTS Compared with control group, the anterior cingulated gyrus, left temporal gyrus, right inferior parietal lobule, right frontal gyrus were enhanced ReHo after acupuncture at GB34. The left thalamus, right insular cortex, left inferior frontal gyrus, right anterior cingulate were decreased ReHo after acupuncture at GB34. CONCLUSION It is demonstrated that the signal synchronization change ReHo in different brain regions including cognitive, motor, default network, limbic system and other parts of encephalic region after acupuncture at GB34, suggesting that the central mechanism of acupuncture at GB34 is the result of all levels of the combined effects of brain networks.
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Affiliation(s)
- Liansheng Liu
- Medical Imaging Department, First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Shuqi Chen
- Medical Imaging Department, First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Daohui Zeng
- Medical Imaging Department, First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou 510405, Guangdong, China
| | - Hengguo Li
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou 510632, Guangdong, China
| | - Changzheng Shi
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou 510632, Guangdong, China
| | - Lihong Zhang
- Department of Radiology, Jining No.1 People's Hospital, Jining 272011, Shandong, China.
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54
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Moayedi M, Salomons TV, Atlas LY. Pain Neuroimaging in Humans: A Primer for Beginners and Non-Imagers. THE JOURNAL OF PAIN 2018; 19:961.e1-961.e21. [PMID: 29608974 PMCID: PMC6192705 DOI: 10.1016/j.jpain.2018.03.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Revised: 02/22/2018] [Accepted: 03/19/2018] [Indexed: 01/06/2023]
Abstract
Human pain neuroimaging has exploded in the past 2 decades. During this time, the broader neuroimaging community has continued to investigate and refine methods. Another key to progress is exchange with clinicians and pain scientists working with other model systems and approaches. These collaborative efforts require that non-imagers be able to evaluate and assess the evidence provided in these reports. Likewise, new trainees must design rigorous and reliable pain imaging experiments. In this article we provide a guideline for designing, reading, evaluating, analyzing, and reporting results of a pain neuroimaging experiment, with a focus on functional and structural magnetic resonance imaging. We focus in particular on considerations that are unique to neuroimaging studies of pain in humans, including study design and analysis, inferences that can be drawn from these studies, and the strengths and limitations of the approach.
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Affiliation(s)
- Massieh Moayedi
- Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada; University of Toronto Centre for the Study of Pain, University of Toronto, Toronto, Ontario, Canada; Department of Dentistry, Mount Sinai Hospital, Toronto, Ontario, Canada.
| | - Tim V Salomons
- School of Psychology and Clinical Language Science, University of Reading, Reading, UK; Centre for Integrated Neuroscience and Neurodynamics, University of Reading, Reading, UK
| | - Lauren Y Atlas
- National Center for Complementary and Integrative Health, National Institutes of Health, Bethesda, Maryland; National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
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55
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Wanigasekera V, Wartolowska K, Huggins J, Duff E, Vennart W, Whitlock M, Massat N, Pauer L, Rogers P, Hoggart B, Tracey I. Disambiguating pharmacological mechanisms from placebo in neuropathic pain using functional neuroimaging. Br J Anaesth 2018; 120:299-307. [DOI: 10.1016/j.bja.2017.11.064] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
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56
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Usichenko T, Laqua R, Leutzow B, Lotze M. Preliminary findings of cerebral responses on transcutaneous vagal nerve stimulation on experimental heat pain. Brain Imaging Behav 2018; 11:30-37. [PMID: 26781484 DOI: 10.1007/s11682-015-9502-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Transcutaneous vagal nerve stimulation (TVNS) is a promising complementary method of pain relief. However, the neural networks associated with its analgesic effects are still to be elucidated. Therefore, we conducted two functional magnetic resonance imaging (fMRI) sessions, in a randomized order, with twenty healthy subjects who were exposed to experimental heat pain stimulation applied to the right forearm using a Contact Heat-Evoked Potential Stimulator. While in one session TVNS was administered bilaterally to the concha auriculae with maximal, non-painful intensity, the stimulation device was switched off in the other session (placebo condition). Pain thresholds were measured before and after each session. Heat stimulation elicited fMRI activation in cerebral pain processing regions. Activation magnitude in the secondary somatosensory cortex, posterior insula, anterior cingulate and caudate nucleus was associated with heat stimulation without TVNS. During TVNS, this association was only seen for the right anterior insula. TVNS decreased fMRI signals in the anterior cingulate cortex in comparison with the placebo condition; however, there was no relevant pain reducing effect over the group as a whole. In contrast, TVNS compared to the placebo condition showed an increased activation in the primary motor cortex, contralateral to the site of heat stimulation, and in the right amygdala. In conclusion, in the protocol used here, TVNS specifically modulated the cerebral response to heat pain, without having a direct effect on pain thresholds.
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Affiliation(s)
- Taras Usichenko
- Department of Anesthesiology, Intensive Care Medicine, Emergency Medicine and Pain Medicine, University Medicine Greifswald, Sauerbruchstrasse, 17475, Greifswald, Germany.
| | - René Laqua
- Department of Anesthesiology, Intensive Care Medicine, Emergency Medicine and Pain Medicine, University Medicine Greifswald, Sauerbruchstrasse, 17475, Greifswald, Germany.,Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Freiburgstrasse 10, Bern, Switzerland.,Institute for Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Sauerbruchstrasse, Greifswald, 17475, Germany
| | - Bianca Leutzow
- Department of Anesthesiology, Intensive Care Medicine, Emergency Medicine and Pain Medicine, University Medicine Greifswald, Sauerbruchstrasse, 17475, Greifswald, Germany
| | - Martin Lotze
- Institute for Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Sauerbruchstrasse, Greifswald, 17475, Germany
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57
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Zhao ZF, Li XZ, Wan Y. Mapping the Information Trace in Local Field Potentials by a Computational Method of Two-Dimensional Time-Shifting Synchronization Likelihood Based on Graphic Processing Unit Acceleration. Neurosci Bull 2017; 33:653-663. [PMID: 28900900 DOI: 10.1007/s12264-017-0175-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 07/08/2017] [Indexed: 02/01/2023] Open
Abstract
The local field potential (LFP) is a signal reflecting the electrical activity of neurons surrounding the electrode tip. Synchronization between LFP signals provides important details about how neural networks are organized. Synchronization between two distant brain regions is hard to detect using linear synchronization algorithms like correlation and coherence. Synchronization likelihood (SL) is a non-linear synchronization-detecting algorithm widely used in studies of neural signals from two distant brain areas. One drawback of non-linear algorithms is the heavy computational burden. In the present study, we proposed a graphic processing unit (GPU)-accelerated implementation of an SL algorithm with optional 2-dimensional time-shifting. We tested the algorithm with both artificial data and raw LFP data. The results showed that this method revealed detailed information from original data with the synchronization values of two temporal axes, delay time and onset time, and thus can be used to reconstruct the temporal structure of a neural network. Our results suggest that this GPU-accelerated method can be extended to other algorithms for processing time-series signals (like EEG and fMRI) using similar recording techniques.
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Affiliation(s)
- Zi-Fang Zhao
- Neuroscience Research Institute, Peking University, Beijing, 100191, China
| | - Xue-Zhu Li
- Neuroscience Research Institute, Peking University, Beijing, 100191, China
| | - You Wan
- Neuroscience Research Institute, Peking University, Beijing, 100191, China. .,Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing, 100191, China. .,Key Laboratory for Neuroscience, Ministry of Education/National Health and Family Planning Commission, Peking University, Beijing, 100191, China.
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58
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Groh A, Mease R, Krieger P. Wo der Schmerz in das Bewusstsein tritt: das thalamo-kortikale System bei der Schmerzverarbeitung. ACTA ACUST UNITED AC 2017. [DOI: 10.1515/nf-2017-0019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Zusammenfassung
Die Übersetzung von schmerzhaften Reizen in Schmerzempfindungen wird durch mehrere periphere und zentrale Signalwege des Nervensystems verwirklicht. Man nimmt heute an, dass die Organisation dieser Signalwege die beiden Hauptfunktionen der Schmerzwahrnehmung wiederspiegeln: die Bewertung von schmerzhaften Reizen (wo, was, wie stark) und die Generierung negativer Emotionen. Experimentelle Befunde deuten darauf hin, dass aufsteigende Schmerzsignale über zwei Hauptwege im thalamokortikalen (TK) System verlaufen, die diese beiden Funktionen erfüllen. Wir diskutieren daher hier die strukturellen und funktionellen Befunde, die zu der Auffassung führten, dass diskriminierende Schmerzbewertung im lateralen TK-Weg ausgeführt wird, während der mediale TK-Weg schmerzassoziierte aversive Emotionen generiert. Obwohl der Schwerpunkt dieses Übersichtsartikels auf akuter Schmerzverarbeitung liegt, gehen wir zum Schluss darauf ein, wie Veränderungen in diesen Signalwegen zu pathologischen Schmerzempfindungen bei Menschen und Tiermodellen führen können.
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Affiliation(s)
- Alexander Groh
- Klinikum rechts der Isar der Technischen Universität München , Neurochirurgische Klinik und Poliklinik , Ismaninger Straße 22, 81675 München , Deutschland , Tel: 089 4140 7636
| | - Rebecca Mease
- Klinikum rechts der Isar der Technischen Universität München , Neurochirurgische Klinik und Poliklinik , Ismaninger Straße 22, 81675 München , Deutschland , Tel: 089 4140 7636
| | - Patrik Krieger
- Ruhr-Universität Bochum , Medizinische Fakultät, Systemische Neurowissenschaften , Universitätsstrasse 150, 44801 Bochum , Deutschland , Tel: 0234 3223898
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59
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Emmert K, Breimhorst M, Bauermann T, Birklein F, Rebhorn C, Van De Ville D, Haller S. Active pain coping is associated with the response in real-time fMRI neurofeedback during pain. Brain Imaging Behav 2017; 11:712-721. [PMID: 27071949 PMCID: PMC5486591 DOI: 10.1007/s11682-016-9547-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Real-time functional magnetic resonance imaging (rt-fMRI) neurofeedback is used as a tool to gain voluntary control of activity in various brain regions. Little emphasis has been put on the influence of cognitive and personality traits on neurofeedback efficacy and baseline activity. Here, we assessed the effect of individual pain coping on rt-fMRI neurofeedback during heat-induced pain. Twenty-eight healthy subjects completed the Coping Strategies Questionnaire (CSQ) prior to scanning. The first part of the fMRI experiment identified target regions using painful heat stimulation. Then, subjects were asked to down-regulate the pain target brain region during four neurofeedback runs with painful heat stimulation. Functional MRI analysis included correlation analysis between fMRI activation and pain ratings as well as CSQ ratings. At the behavioral level, the active pain coping (first principal component of CSQ) was correlated with pain ratings during neurofeedback. Concerning neuroimaging, pain sensitive regions were negatively correlated with pain coping. During neurofeedback, the pain coping was positively correlated with activation in the anterior cingulate cortex, prefrontal cortex, hippocampus and visual cortex. Thermode temperature was negatively correlated with anterior insula and dorsolateral prefrontal cortex activation. In conclusion, self-reported pain coping mechanisms and pain sensitivity are a source of variance during rt-fMRI neurofeedback possibly explaining variations in regulation success. In particular, active coping seems to be associated with successful pain regulation.
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Affiliation(s)
- Kirsten Emmert
- Department of Radiology and Medical Informatics, CIBM, University Hospital Geneva, Gabrielle-Perret-Gentil 4, 1205, Geneva, Switzerland.
- Medical Image Processing Laboratory, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
| | - Markus Breimhorst
- Department of Neurology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Thomas Bauermann
- Institute of Neuroradiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Frank Birklein
- Department of Neurology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Cora Rebhorn
- Department of Neurology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Dimitri Van De Ville
- Department of Radiology and Medical Informatics, CIBM, University Hospital Geneva, Gabrielle-Perret-Gentil 4, 1205, Geneva, Switzerland
- Medical Image Processing Laboratory, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Sven Haller
- Affidea Centre de Diagnostic Radiologique de Carouge CDRC, Geneva, Switzerland
- Faculty of Medicine of the University of Geneva, Geneva, Switzerland
- Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden
- Department of Neuroradiology, University Hospital Freiburg, Freiburg im Breisgau, Germany
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60
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Widerström-Noga E. Neuropathic Pain and Spinal Cord Injury: Phenotypes and Pharmacological Management. Drugs 2017; 77:967-984. [PMID: 28451808 DOI: 10.1007/s40265-017-0747-8] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Chronic neuropathic pain is a complicated condition after a spinal cord injury (SCI) that often has a lifelong and significant negative impact on life after the injury; therefore, improved pain management is considered a significant and unmet need. Neuropathic pain mechanisms are heterogeneous and the difficulty in determining their individual contribution to specific pain types may contribute to poor treatment outcomes in this population. Thus, identifying human neuropathic pain phenotypes based on pain symptoms, somatosensory changes, or cognitive and psychosocial factors that reflect specific spinal cord or brain mechanisms of neuropathic pain is an important goal. Once a pain phenotype can be reliably replicated, its relationship with biomarkers and clinical treatment outcomes can be analyzed, and thereby facilitate translational research and further the mechanistic understanding of individual differences in the pain experience and in clinical trial outcomes. The present article will discuss clinical aspects of SCI-related neuropathic pain, neuropathic pain phenotypes, pain mechanisms, potential biomarkers and pharmacological interventions, and progress regarding how defining neuropathic pain phenotypes may lead to more targeted treatments for these difficult pain conditions.
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Affiliation(s)
- Eva Widerström-Noga
- The Miami Project to Cure Paralysis, University of Miami, 1095 NW 14th Terrace, Miami, FL, 33136, USA. .,Department of Neurological Surgery, University of Miami, 1095 NW 14th Terrace, Miami, FL, 33136, USA.
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61
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Grunkina V, Holtz K, Klepzig K, Neubert J, Horn U, Domin M, Hamm AO, Lotze M. The Role of Left Hemispheric Structures for Emotional Processing as a Monitor of Bodily Reaction and Felt Chill - a Case-Control Functional Imaging Study. Front Hum Neurosci 2017; 10:670. [PMID: 28111546 PMCID: PMC5216041 DOI: 10.3389/fnhum.2016.00670] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 12/16/2016] [Indexed: 12/11/2022] Open
Abstract
Background: The particular function of the left anterior human insula on emotional arousal has been illustrated with several case studies. Only after left hemispheric insula lesions, patients lose their pleasure in habits such as listening to joyful music. In functional magnetic resonance imaging studies (fMRI) activation in the left anterior insula has been associated with both processing of emotional valence and arousal. Tight interactions with different areas of the prefrontal cortex are involved in bodily response monitoring and cognitive appraisal of a given stimulus. Therefore, a large left hemispheric lesion including the left insula should impair the bodily response of chill experience (objective chill response) but leave the cognitive aspects of chill processing (subjective chill response) unaffected. Methods: We investigated a patient (MC) with a complete left hemispheric media cerebral artery stroke, testing fMRI representation of pleasant (music) and unpleasant (harsh sounds) chill response. Results: Although chill response to both pleasant and unpleasant rated sounds was confirmed verbally at passages also rated as chilling by healthy participants, skin conductance response was almost absent in MC. For a healthy control (HC) objective and subjective chill response was positively associated. Bilateral prefrontal fMRI-response to chill stimuli was sustained in MC whereas insula activation restricted to the right hemisphere. Diffusion imaging together with lesion maps revealed that left lateral tracts were completely damaged but medial prefrontal structures were intact. Conclusion: With this case study we demonstrate how bodily response and cognitive appraisal are differentially participating in the internal monitor of chill response.
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Affiliation(s)
- Viktoria Grunkina
- Functional Imaging Unit, Center of Diagnostic Radiology and Neuroradiology, University of Greifswald Greifswald, Germany
| | - Katharina Holtz
- Functional Imaging Unit, Center of Diagnostic Radiology and Neuroradiology, University of GreifswaldGreifswald, Germany; Department of Psychology, University of GreifswaldGreifswald, Germany
| | - Kai Klepzig
- Functional Imaging Unit, Center of Diagnostic Radiology and Neuroradiology, University of GreifswaldGreifswald, Germany; Department of Psychology, University of GreifswaldGreifswald, Germany
| | - Jörg Neubert
- Functional Imaging Unit, Center of Diagnostic Radiology and Neuroradiology, University of GreifswaldGreifswald, Germany; Department of Psychology, University of GreifswaldGreifswald, Germany
| | - Ulrike Horn
- Functional Imaging Unit, Center of Diagnostic Radiology and Neuroradiology, University of Greifswald Greifswald, Germany
| | - Martin Domin
- Functional Imaging Unit, Center of Diagnostic Radiology and Neuroradiology, University of Greifswald Greifswald, Germany
| | - Alfons O Hamm
- Department of Psychology, University of Greifswald Greifswald, Germany
| | - Martin Lotze
- Functional Imaging Unit, Center of Diagnostic Radiology and Neuroradiology, University of Greifswald Greifswald, Germany
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Binder JR, Conant LL, Humphries CJ, Fernandino L, Simons SB, Aguilar M, Desai RH. Toward a brain-based componential semantic representation. Cogn Neuropsychol 2016; 33:130-74. [DOI: 10.1080/02643294.2016.1147426] [Citation(s) in RCA: 97] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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63
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Tanasescu R, Cottam WJ, Condon L, Tench CR, Auer DP. Functional reorganisation in chronic pain and neural correlates of pain sensitisation: A coordinate based meta-analysis of 266 cutaneous pain fMRI studies. Neurosci Biobehav Rev 2016; 68:120-133. [PMID: 27168346 PMCID: PMC5554296 DOI: 10.1016/j.neubiorev.2016.04.001] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 04/01/2016] [Accepted: 04/05/2016] [Indexed: 12/19/2022]
Abstract
Maladaptive mechanisms of pain processing in chronic pain conditions (CP) are poorly understood. We used coordinate based meta-analysis of 266 fMRI pain studies to study functional brain reorganisation in CP and experimental models of hyperalgesia. The pattern of nociceptive brain activation was similar in CP, hyperalgesia and normalgesia in controls. However, elevated likelihood of activation was detected in the left putamen, left frontal gyrus and right insula in CP comparing stimuli of the most painful vs. other site. Meta-analysis of contrast maps showed no difference between CP, controls, mood conditions. In contrast, experimental hyperalgesia induced stronger activation in the bilateral insula, left cingulate and right frontal gyrus. Activation likelihood maps support a shared neural pain signature of cutaneous nociception in CP and controls. We also present a double dissociation between neural correlates of transient and persistent pain sensitisation with general increased activation intensity but unchanged pattern in experimental hyperalgesia and, by contrast, focally increased activation likelihood, but unchanged intensity, in CP when stimulated at the most painful body part.
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Affiliation(s)
- Radu Tanasescu
- Clinical Neurology, Division of Clinical Neuroscience, University of Nottingham, Nottingham, UK; Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
| | - William J Cottam
- Radiological Sciences, Division of Clinical Neuroscience, University of Nottingham, Nottingham, UK; Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
| | - Laura Condon
- Radiological Sciences, Division of Clinical Neuroscience, University of Nottingham, Nottingham, UK; Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
| | - Christopher R Tench
- Clinical Neurology, Division of Clinical Neuroscience, University of Nottingham, Nottingham, UK
| | - Dorothee P Auer
- Radiological Sciences, Division of Clinical Neuroscience, University of Nottingham, Nottingham, UK; Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK.
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64
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Effects of Virtual Walking Treatment on Spinal Cord Injury–Related Neuropathic Pain. Am J Phys Med Rehabil 2016; 95:390-6. [DOI: 10.1097/phm.0000000000000417] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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65
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Bilevicius E, Kolesar TA, Kornelsen J. Altered Neural Activity Associated with Mindfulness during Nociception: A Systematic Review of Functional MRI. Brain Sci 2016; 6:brainsci6020014. [PMID: 27104572 PMCID: PMC4931491 DOI: 10.3390/brainsci6020014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Revised: 04/12/2016] [Accepted: 04/14/2016] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE To assess the neural activity associated with mindfulness-based alterations of pain perception. METHODS The Cochrane Central, EMBASE, Ovid Medline, PsycINFO, Scopus, and Web of Science databases were searched on 2 February 2016. Titles, abstracts, and full-text articles were independently screened by two reviewers. Data were independently extracted from records that included topics of functional neuroimaging, pain, and mindfulness interventions. RESULTS The literature search produced 946 total records, of which five met the inclusion criteria. Records reported pain in terms of anticipation (n = 2), unpleasantness (n = 5), and intensity (n = 5), and how mindfulness conditions altered the neural activity during noxious stimulation accordingly. CONCLUSIONS Although the studies were inconsistent in relating pain components to neural activity, in general, mindfulness was able to reduce pain anticipation and unpleasantness ratings, as well as alter the corresponding neural activity. The major neural underpinnings of mindfulness-based pain reduction consisted of altered activity in the anterior cingulate cortex, insula, and dorsolateral prefrontal cortex.
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Affiliation(s)
- Elena Bilevicius
- Department of Physiology and Pathophysiology, The University of Manitoba, Winnipeg, MB R3E 0J9, Canada.
| | - Tiffany A Kolesar
- Department of Physiology and Pathophysiology, The University of Manitoba, Winnipeg, MB R3E 0J9, Canada.
| | - Jennifer Kornelsen
- Department of Physiology and Pathophysiology, The University of Manitoba, Winnipeg, MB R3E 0J9, Canada.
- Department of Radiology, The University of Manitoba, Winnipeg, MB R3T 2N2, Canada.
- St. Boniface Hospital Research, Winnipeg, MB R2H 2A6, Canada.
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Usichenko TI, Wesolowski T, Lotze M. Verum and sham acupuncture exert distinct cerebral activation in pain processing areas: a crossover fMRI investigation in healthy volunteers. Brain Imaging Behav 2016; 9:236-44. [PMID: 24728839 DOI: 10.1007/s11682-014-9301-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Although acupuncture is effective for treating pain, its site-specificity is questioned. The aim was to compare the cerebral responses of needling applied to an acupuncture point to the needling of a sham point, using functional magnetic resonance imaging (fMRI). Twenty-one healthy male volunteers were enrolled. Manual stimulation of the acupuncture (ST44) and sham points on the dorsum of the left foot was applied during fMRI in a crossover manner. fMRI data analysis was performed contrasting the ST44 and the sham conditions. Stimulation intensity, subjective discrimination of the needling site and the incidence of "Qi" sensation were additionally recorded. Stimulation of ST44 acupoint, in comparison to the sham procedure, was associated with an increased fMRI-activation in the primary somatosensory, the inferior parietal and the prefrontal cortex and the posterior insula. Sham needling was associated with increased activation in the anterior cingulate cortex and the anterior insula. Verum acupuncture increased the activity of discriminative somatosensory and cognitive pain processing areas of the brain, whereas sham needling activated the areas responsible for affective processing of pain. This may explain favorable effects of verum acupuncture in clinical studies about treatment of chronic pain patients.
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Affiliation(s)
- Taras I Usichenko
- Department of Anesthesiology and Intensive Care Medicine, University Medicine of Greifswald, Fleischmannstr. 42-44, 17475, Greifswald, Germany,
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Dehghan M, Schmidt-Wilcke T, Pfleiderer B, Eickhoff SB, Petzke F, Harris RE, Montoya P, Burgmer M. Coordinate-based (ALE) meta-analysis of brain activation in patients with fibromyalgia. Hum Brain Mapp 2016; 37:1749-58. [PMID: 26864780 DOI: 10.1002/hbm.23132] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 01/25/2016] [Accepted: 01/26/2016] [Indexed: 11/09/2022] Open
Abstract
There are an increasing number of neuroimaging studies that allow a better understanding of symptoms, neural correlates and associated conditions of fibromyalgia. However, the results of these studies are difficult to compare, as they include a heterogeneous group of patients, use different stimulation paradigms, tasks, and the statistical evaluation of neuroimaging data shows high variability. Therefore, this meta-analytic approach aimed at evaluating potential alterations in neuronal brain activity or structure related to pain processing in fibromyalgia syndrome (FMS) patients, using quantitative coordinate-based "activation likelihood estimation" (ALE) meta-analysis. 37 FMS papers met the inclusion criteria for an ALE analysis (1,264 subjects, 274 activation foci). A pooled ALE analysis of different modalities of neuroimaging and additional analyses according functional and structural changes indicated differences between FMS patients and controls in the insula, amygdala, anterior/mid cingulate cortex, superior temporal gyrus, the primary and secondary somatosensory cortex, and lingual gyrus. Our analysis showed consistent results across FMS studies with potential abnormalities especially in pain-related brain areas. Given that similar alterations have already been demonstrated in patients with other chronic pain conditions and the lack of adequate control groups of chronic pain subjects in most FMS studies, it is not clear however, whether these findings are associated with chronic pain in general or are unique features of patients with FMS. Hum Brain Mapp 37:1749-1758, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Mahboobeh Dehghan
- Department of Psychosomatics and Psychotherapy, University Hospital Münster, Münster, Germany
| | - Tobias Schmidt-Wilcke
- Department of Neurology, Berufsgenossenschaftliches Universitätsklinikum Bergmannsheil, Ruhr Universität Bochum, Bochum, Germany
| | - Bettina Pfleiderer
- Department of Clinical Radiology, University Hospital Münster, Münster, Germany
| | - Simon B Eickhoff
- Institute of Neuroscience and Medicine (INM-1), Research Center Jülich, Germany.,Institute of Clinical Neuroscience and Medical Psychology, Heinrich-Heine University, Düsseldorf, Germany
| | - Frank Petzke
- Department of Anesthesiology, Pain Medicine, University Hospital Göttingen, Göttingen, Germany
| | - Richard E Harris
- Department of Anesthesiology, Chronic Pain and Fatigue Research, University of Michigan, Michigan
| | - Pedro Montoya
- Research Institute of Health Sciences, University of Balearic Islands, Palma, Spain
| | - Markus Burgmer
- Department of Psychosomatics and Psychotherapy, University Hospital Münster, Münster, Germany
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Sohn HS, Lee DH, Lee KJ, Noh EC, Choi SH, Jang JH, Kim YC, Kang DH. Impaired Empathic Abilities among Patients with Complex Regional Pain Syndrome (Type I). Psychiatry Investig 2016; 13:34-42. [PMID: 26766944 PMCID: PMC4701683 DOI: 10.4306/pi.2016.13.1.34] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Revised: 06/15/2015] [Accepted: 06/16/2015] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE The aims of this study were to evaluate differences in empathic abilities between patients with complex regional pain syndrome (CRPS) Type I and healthy control subjects (HCs) and to assess correlations between empathic abilities and multidimensional aspects of pain. METHODS Empathic ability was measured in 32 patients with CRPS Type I and in 36 HCs using the Interpersonal Reactivity Index (IRI). A comprehensive assessment of pain was conducted in the patient group using the West Haven-Yale Multidimensional Pain Inventory (WHYMPI). Psychiatric symptoms were assessed using the Beck Depression and Anxiety Inventories (BDI and BAI), and quality of life was evaluated using the WHO Quality of Life (WHOQOL-BREF) questionnaire. RESULTS Patients with CRPS showed impaired cognitive and emotional empathic abilities compared with HCs. Significantly lower levels of perspective taking and empathic concern and higher levels of personal distress on the IRI were exhibited by the patient group. Perspective taking and personal distress were associated with affective distress and poor quality of life in social contexts (BDI, BAI, and WHOQOL). However, empathic concern was positively correlated with pain severity and social support from others (WHYMPI). CONCLUSION A tendency toward self-oriented distress in social cognition was exhibited among patients with CRPS Type I. Impaired empathic ability was shown to have potentially negative effects on subjective emotional outcomes and social performance in the lives of patients. Interventions to improve emotional awareness and theory of mind would be beneficial for enhancing social functioning in patients with CRPS Type I.
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Affiliation(s)
- Hong-Suk Sohn
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Do-Hyeong Lee
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Kyung-Jun Lee
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Eun Chung Noh
- Interdisciplinary Program of Neuroscience, Seoul National University, Seoul, Republic of Korea
| | - Soo-Hee Choi
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Joon Hwan Jang
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Yong Chul Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Do-Hyung Kang
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea
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Wanigasekera V, Mezue M, Andersson J, Kong Y, Tracey I. Disambiguating Pharmacodynamic Efficacy from Behavior with Neuroimaging: Implications for Analgesic Drug Development. Anesthesiology 2016; 124:159-68. [PMID: 26669989 PMCID: PMC4684093 DOI: 10.1097/aln.0000000000000924] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND Attrition rates of new analgesics during drug development are high; poor assay sensitivity with reliance on subjective outcome measures being a crucial factor. METHODS The authors assessed the utility of functional magnetic resonance imaging with capsaicin-induced central sensitization, a mechanism relevant in neuropathic pain, for obtaining mechanism-based objective outcome measures that can differentiate an effective analgesic (gabapentin) from an ineffective analgesic (ibuprofen) and both from placebo. The authors used a double-blind, randomized phase I study design (N = 24) with single oral doses. RESULTS Only gabapentin suppressed the secondary mechanical hyperalgesia-evoked neural response in a region of the brainstem's descending pain modulatory system (right nucleus cuneiformis) and left (contralateral) posterior insular cortex and secondary somatosensory cortex. Similarly, only gabapentin suppressed the resting-state functional connectivity during central sensitization between the thalamus and secondary somatosensory cortex, which was plasma gabapentin level dependent. A power analysis showed that with 12 data sets, when using neural activity from the left posterior insula and right nucleus cuneiformis, a statistically significant difference between placebo and gabapentin was detected with probability ≥ 0.8. When using subjective pain ratings, this reduced to less than or equal to 0.6. CONCLUSIONS Functional imaging with central sensitization can be used as a sensitive mechanism-based assay to guide go/no-go decisions on selecting analgesics effective in neuropathic pain in early human drug development. We also show analgesic modulation of neural activity by using resting-state functional connectivity, a less challenging paradigm that is ideally suited for patient studies because it requires no task or pain provocation.
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Affiliation(s)
- Vishvarani Wanigasekera
- Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB) & Nuffield Division of Anaesthetics, Nuffield Department of Clinical Neurosciences University of Oxford, John Radcliffe Hospital, Headington, Oxford, OX3 9DU, United Kingdom. Telephone +441865 222736
| | - Melvin Mezue
- Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB) & Nuffield Division of Anaesthetics, Nuffield Department of Clinical Neurosciences University of Oxford, John Radcliffe Hospital, Headington, Oxford, OX3 9DU, United Kingdom. Telephone +441865 222736
| | - Jesper Andersson
- Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB) & Nuffield Division of Anaesthetics, Nuffield Department of Clinical Neurosciences University of Oxford, John Radcliffe Hospital, Headington, Oxford, OX3 9DU, United Kingdom. Telephone +441865 222736
| | - Yazhuo Kong
- Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB) & Nuffield Division of Anaesthetics, Nuffield Department of Clinical Neurosciences University of Oxford, John Radcliffe Hospital, Headington, Oxford, OX3 9DU, United Kingdom. Telephone +441865 222736
| | - Irene Tracey
- Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB) & Nuffield Division of Anaesthetics, Nuffield Department of Clinical Neurosciences University of Oxford, John Radcliffe Hospital, Headington, Oxford, OX3 9DU, United Kingdom. Telephone +441865 222736
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Castillo-Saavedra L, Gebodh N, Bikson M, Diaz-Cruz C, Brandao R, Coutinho L, Truong D, Datta A, Shani-Hershkovich R, Weiss M, Laufer I, Reches A, Peremen Z, Geva A, Parra LC, Fregni F. Clinically Effective Treatment of Fibromyalgia Pain With High-Definition Transcranial Direct Current Stimulation: Phase II Open-Label Dose Optimization. THE JOURNAL OF PAIN 2016; 17:14-26. [PMID: 26456677 PMCID: PMC5777157 DOI: 10.1016/j.jpain.2015.09.009] [Citation(s) in RCA: 92] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Revised: 09/22/2015] [Accepted: 09/24/2015] [Indexed: 12/11/2022]
Abstract
Despite promising preliminary results in treating fibromyalgia (FM) pain, no neuromodulation technique has been adopted in clinical practice because of limited efficacy, low response rate, or poor tolerability. This phase II open-label trial aims to define a methodology for a clinically effective treatment of pain in FM by establishing treatment protocols and screening procedures to maximize efficacy and response rate. High-definition transcranial direct current stimulation (HD-tDCS) provides targeted subthreshold brain stimulation, combining tolerability with specificity. We aimed to establish the number of HD-tDCS sessions required to achieve a 50% FM pain reduction, and to characterize the biometrics of the response, including brain network activation pain scores of contact heat-evoked potentials. We report a clinically significant benefit of a 50% pain reduction in half (n = 7) of the patients (N = 14), with responders and nonresponders alike benefiting from a cumulative effect of treatment, reflected in significant pain reduction (P = .035) as well as improved quality of life (P = .001) over time. We also report an aggregate 6-week response rate of 50% of patients and estimate 15 as the median number of HD-tDCS sessions to reach clinically meaningful outcomes. The methodology for a pivotal FM neuromodulation clinical trial with individualized treatment is thus supported. ONLINE REGISTRATION Registered in Clinicaltrials.gov under registry number NCT01842009. PERSPECTIVE In this article, an optimized protocol for the treatment of fibromyalgia pain with targeted subthreshold brain stimulation using high-definition transcranial direct current stimulation is outlined.
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Affiliation(s)
- Laura Castillo-Saavedra
- Laboratory of Neuromodulation, Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nigel Gebodh
- Laboratory of Neuromodulation, Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Biomedical Engineering, The City College of the City University of New York, New York, New York
| | - Marom Bikson
- Department of Biomedical Engineering, The City College of the City University of New York, New York, New York
| | - Camilo Diaz-Cruz
- Laboratory of Neuromodulation, Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Rivail Brandao
- Laboratory of Neuromodulation, Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Postgraduate Program in Interactive Processes of Organs and Systems, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Livia Coutinho
- Laboratory of Neuromodulation, Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Dennis Truong
- Department of Biomedical Engineering, The City College of the City University of New York, New York, New York
| | - Abhishek Datta
- Department of Biomedical Engineering, The City College of the City University of New York, New York, New York; Soterix Medical, Inc, New York, New York
| | | | | | | | | | - Ziv Peremen
- ElMindA Ltd, Herzliya, Israel; Tel Aviv University, Tel Aviv, Israel
| | - Amir Geva
- ElMindA Ltd, Herzliya, Israel; Ben Gurion University, Beersheba, Israel
| | - Lucas C Parra
- Department of Biomedical Engineering, The City College of the City University of New York, New York, New York
| | - Felipe Fregni
- Laboratory of Neuromodulation, Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
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Abstract
Chronic pain results in structural and functional changes of the brain. However, most of the neurophysiologic and imaging studies have been conducted with small sample sizes, some have been reproduced, but studies on larger populations are lacking. Larger epidemiologic studies are currently being performed to show specific structural changes due to chronic pain. Longitudinal studies using neurophysiologic or imaging methods are very rare and often not feasible. Most methods are very complex, which hampers their application in daily practice. But it is not only the complexity of methods, but also a lack of interaction between researchers and practitioners to formulate joint research topics and targets. This article tries to fill the gap between the practicing pain therapist and the researcher in summarizing neurophysiological and imaging results on neuropathic and chronic pain in a clear and simple manner.
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Affiliation(s)
- M Lotze
- Funktionelle Bildgebung im Zentrum für Diagnostische Radiologie, Universität Greifswald, Walther-Rathenau-Str. 46, 17475, Greifswald, Deutschland.
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De Ridder D, Vanneste S. Burst and Tonic Spinal Cord Stimulation: Different and Common Brain Mechanisms. Neuromodulation 2015; 19:47-59. [DOI: 10.1111/ner.12368] [Citation(s) in RCA: 112] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 09/05/2015] [Accepted: 09/24/2015] [Indexed: 12/11/2022]
Affiliation(s)
- Dirk De Ridder
- Department of Surgical Sciences, Section of Neurosurgery; Dunedin School of Medicine; University of Otago; Dunedin New Zealand
| | - Sven Vanneste
- Lab for Clinical & Integrative Neuroscience; School of Behavioral and Brain Sciences; The University of Texas at Dallas; Dallas TX USA
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Kogler L, Müller VI, Chang A, Eickhoff SB, Fox PT, Gur RC, Derntl B. Psychosocial versus physiological stress - Meta-analyses on deactivations and activations of the neural correlates of stress reactions. Neuroimage 2015; 119:235-51. [PMID: 26123376 PMCID: PMC4564342 DOI: 10.1016/j.neuroimage.2015.06.059] [Citation(s) in RCA: 143] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Revised: 06/09/2015] [Accepted: 06/21/2015] [Indexed: 12/13/2022] Open
Abstract
Stress is present in everyday life in various forms and situations. Two stressors frequently investigated are physiological and psychosocial stress. Besides similar subjective and hormonal responses, it has been suggested that they also share common neural substrates. The current study used activation-likelihood-estimation meta-analysis to test this assumption by integrating results of previous neuroimaging studies on stress processing. Reported results are cluster-level FWE corrected. The inferior frontal gyrus (IFG) and the anterior insula (AI) were the only regions that demonstrated overlapping activation for both stressors. Analysis of physiological stress showed consistent activation of cognitive and affective components of pain processing such as the insula, striatum, or the middle cingulate cortex. Contrarily, analysis across psychosocial stress revealed consistent activation of the right superior temporal gyrus and deactivation of the striatum. Notably, parts of the striatum appeared to be functionally specified: the dorsal striatum was activated in physiological stress, whereas the ventral striatum was deactivated in psychosocial stress. Additional functional connectivity and decoding analyses further characterized this functional heterogeneity and revealed higher associations of the dorsal striatum with motor regions and of the ventral striatum with reward processing. Based on our meta-analytic approach, activation of the IFG and the AI seems to indicate a global neural stress reaction. While physiological stress activates a motoric fight-or-flight reaction, during psychosocial stress attention is shifted towards emotion regulation and goal-directed behavior, and reward processing is reduced. Our results show the significance of differentiating physiological and psychosocial stress in neural engagement. Furthermore, the assessment of deactivations in addition to activations in stress research is highly recommended.
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Affiliation(s)
- Lydia Kogler
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, RWTH Aachen University, Pauwelsstr. 30, 52074 Aachen, Germany; Jülich-Aachen-Research Alliance, Translational Brain Medicine, Germany.
| | - Veronika I Müller
- Institute of Neuroscience und Medicine, INM-1, Research Centre Jülich, 52425 Jülich, Germany; Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Amy Chang
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, RWTH Aachen University, Pauwelsstr. 30, 52074 Aachen, Germany; Scripps College, Claremont, CA, USA
| | - Simon B Eickhoff
- Institute of Neuroscience und Medicine, INM-1, Research Centre Jülich, 52425 Jülich, Germany; Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Peter T Fox
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229, USA; South Texas Veterans Administration Medical Center, San Antonio, TX, USA
| | - Ruben C Gur
- Neuropsychiatry Division, Department of Psychiatry, Medical School, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA
| | - Birgit Derntl
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, RWTH Aachen University, Pauwelsstr. 30, 52074 Aachen, Germany; Jülich-Aachen-Research Alliance, Translational Brain Medicine, Germany; Institute of Neuroscience und Medicine, INM-1, Research Centre Jülich, 52425 Jülich, Germany
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Deogaonkar M, Sharma M, Oluigbo C, Nielson DM, Yang X, Vera-Portocarrero L, Molnar GF, Abduljalil A, Sederberg PB, Knopp M, Rezai AR. Spinal Cord Stimulation (SCS) and Functional Magnetic Resonance Imaging (fMRI): Modulation of Cortical Connectivity With Therapeutic SCS. Neuromodulation 2015; 19:142-53. [PMID: 26373920 DOI: 10.1111/ner.12346] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 08/03/2015] [Accepted: 08/05/2015] [Indexed: 12/15/2022]
Abstract
INTRODUCTION The neurophysiological basis of pain relief due to spinal cord stimulation (SCS) and the related cortical processing of sensory information are not completely understood. The aim of this study was to use resting state functional magnetic resonance imaging (rs-fMRI) to detect changes in cortical networks and cortical processing related to the stimulator-induced pain relief. METHODS Ten patients with complex regional pain syndrome (CRPS) or neuropathic leg pain underwent thoracic epidural spinal cord stimulator implantation. Stimulation parameters associated with "optimal" pain reduction were evaluated prior to imaging studies. Rs-fMRI was obtained on a 3 Tesla, Philips Achieva MRI. Rs-fMRI was performed with stimulator off (300TRs) and stimulator at optimum (Opt, 300 TRs) pain relief settings. Seed-based analysis of the resting state functional connectivity was conducted using seeds in regions established as participating in pain networks or in the default mode network (DMN) in addition to the network analysis. NCUT (normalized cut) parcellation was used to generate 98 cortical and subcortical regions of interest in order to expand our analysis of changes in functional connections to the entire brain. We corrected for multiple comparisons by limiting the false discovery rate to 5%. RESULTS Significant differences in resting state connectivity between SCS off and optimal state were seen between several regions related to pain perception, including the left frontal insula, right primary and secondary somatosensory cortices, as well as in regions involved in the DMN, such as the precuneus. In examining changes in connectivity across the entire brain, we found decreased connection strength between somatosensory and limbic areas and increased connection strength between somatosensory and DMN with optimal SCS resulting in pain relief. This suggests that pain relief from SCS may be reducing negative emotional processing associated with pain, allowing somatosensory areas to become more integrated into default mode activity. CONCLUSION SCS reduces the affective component of pain resulting in optimal pain relief. Study shows a decreased connectivity between somatosensory and limbic areas associated with optimal pain relief due to SCS.
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Affiliation(s)
- Milind Deogaonkar
- Department of Neurosurgery, Center of Neuromodulation, Wexner Medical Center, The Ohio State University, Columbus, OH, USA
| | - Mayur Sharma
- Department of Neurosurgery, Center of Neuromodulation, Wexner Medical Center, The Ohio State University, Columbus, OH, USA
| | - Chima Oluigbo
- Department of Neurosurgery, Children's National Medical Center, Washington, DC, USA
| | - Dylan M Nielson
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | - Xiangyu Yang
- Department of Radiology, Wexner Medical Center, The Ohio State University, Columbus, OH, USA
| | | | | | - Amir Abduljalil
- Department of Radiology, Wexner Medical Center, The Ohio State University, Columbus, OH, USA
| | - Per B Sederberg
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | - Michael Knopp
- Department of Radiology, Wexner Medical Center, The Ohio State University, Columbus, OH, USA
| | - Ali R Rezai
- Department of Neurosurgery, Center of Neuromodulation, Wexner Medical Center, The Ohio State University, Columbus, OH, USA
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Boes AD, Prasad S, Liu H, Liu Q, Pascual-Leone A, Caviness VS, Fox MD. Network localization of neurological symptoms from focal brain lesions. Brain 2015; 138:3061-75. [PMID: 26264514 DOI: 10.1093/brain/awv228] [Citation(s) in RCA: 298] [Impact Index Per Article: 33.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2015] [Accepted: 06/22/2015] [Indexed: 01/31/2023] Open
Abstract
A traditional and widely used approach for linking neurological symptoms to specific brain regions involves identifying overlap in lesion location across patients with similar symptoms, termed lesion mapping. This approach is powerful and broadly applicable, but has limitations when symptoms do not localize to a single region or stem from dysfunction in regions connected to the lesion site rather than the site itself. A newer approach sensitive to such network effects involves functional neuroimaging of patients, but this requires specialized brain scans beyond routine clinical data, making it less versatile and difficult to apply when symptoms are rare or transient. In this article we show that the traditional approach to lesion mapping can be expanded to incorporate network effects into symptom localization without the need for specialized neuroimaging of patients. Our approach involves three steps: (i) transferring the three-dimensional volume of a brain lesion onto a reference brain; (ii) assessing the intrinsic functional connectivity of the lesion volume with the rest of the brain using normative connectome data; and (iii) overlapping lesion-associated networks to identify regions common to a clinical syndrome. We first tested our approach in peduncular hallucinosis, a syndrome of visual hallucinations following subcortical lesions long hypothesized to be due to network effects on extrastriate visual cortex. While the lesions themselves were heterogeneously distributed with little overlap in lesion location, 22 of 23 lesions were negatively correlated with extrastriate visual cortex. This network overlap was specific compared to other subcortical lesions (P < 10(-5)) and relative to other cortical regions (P < 0.01). Next, we tested for generalizability of our technique by applying it to three additional lesion syndromes: central post-stroke pain, auditory hallucinosis, and subcortical aphasia. In each syndrome, heterogeneous lesions that themselves had little overlap showed significant network overlap in cortical areas previously implicated in symptom expression (P < 10(-4)). These results suggest that (i) heterogeneous lesions producing similar symptoms share functional connectivity to specific brain regions involved in symptom expression; and (ii) publically available human connectome data can be used to incorporate these network effects into traditional lesion mapping approaches. Because the current technique requires no specialized imaging of patients it may prove a versatile and broadly applicable approach for localizing neurological symptoms in the setting of brain lesions.
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Affiliation(s)
- Aaron D Boes
- 1 Berenson-Allen Centre for Non-invasive Brain Stimulation, Division of Cognitive Neurology, Department of Neurology, Harvard Medical School and Beth Israel Deaconess Medical Centre, 330 Brookline Ave, Boston, MA, 02215, USA 2 Department of Paediatric Neurology, Massachusetts General Hospital, Harvard Medical School, Mailcode: WACC 8-835, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Sashank Prasad
- 3 Department of Neurology, Division of Neuro-Ophthalmology, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston MA 02115, USA
| | - Hesheng Liu
- 4 Athinoula A. Martinos Centre for Biomedical Imaging, Massachusetts General Hospital, 149 13th Street, Charlestown, MA 02129, USA
| | - Qi Liu
- 4 Athinoula A. Martinos Centre for Biomedical Imaging, Massachusetts General Hospital, 149 13th Street, Charlestown, MA 02129, USA 5 National Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, 100875, P. R. China
| | - Alvaro Pascual-Leone
- 1 Berenson-Allen Centre for Non-invasive Brain Stimulation, Division of Cognitive Neurology, Department of Neurology, Harvard Medical School and Beth Israel Deaconess Medical Centre, 330 Brookline Ave, Boston, MA, 02215, USA
| | - Verne S Caviness
- 2 Department of Paediatric Neurology, Massachusetts General Hospital, Harvard Medical School, Mailcode: WACC 8-835, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Michael D Fox
- 1 Berenson-Allen Centre for Non-invasive Brain Stimulation, Division of Cognitive Neurology, Department of Neurology, Harvard Medical School and Beth Israel Deaconess Medical Centre, 330 Brookline Ave, Boston, MA, 02215, USA 4 Athinoula A. Martinos Centre for Biomedical Imaging, Massachusetts General Hospital, 149 13th Street, Charlestown, MA 02129, USA 6 Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Mailcode: WACC 8-835, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
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Hu L, Zhang L, Chen R, Yu H, Li H, Mouraux A. The primary somatosensory cortex and the insula contribute differently to the processing of transient and sustained nociceptive and non-nociceptive somatosensory inputs. Hum Brain Mapp 2015; 36:4346-4360. [PMID: 26252509 DOI: 10.1002/hbm.22922] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2015] [Revised: 06/27/2015] [Accepted: 07/16/2015] [Indexed: 12/30/2022] Open
Abstract
Transient nociceptive stimuli elicit consistent brain responses in the primary and secondary somatosensory cortices (S1, S2), the insula and the anterior and mid-cingulate cortex (ACC/MCC). However, the functional significance of these responses, especially their relationship with sustained pain perception, remains largely unknown. Here, using functional magnetic resonance imaging, we characterize the differential involvement of these brain regions in the processing of sustained nociceptive and non-nociceptive somatosensory input. By comparing the spatial patterns of activity elicited by transient (0.5 ms) and long-lasting (15 and 30 s) stimuli selectively activating nociceptive or non-nociceptive afferents, we found that the contralateral S1 responded more strongly to the onset of non-nociceptive stimulation as compared to the onset of nociceptive stimulation and the sustained phases of nociceptive and non-nociceptive stimulation. Similarly, the anterior insula responded more strongly to the onset of nociceptive stimulation as compared to the onset of non-nociceptive stimulation and the sustained phases of nociceptive and non-nociceptive stimulation. This suggests that S1 is specifically sensitive to changes in incoming non-nociceptive input, whereas the anterior insula is specifically sensitive to changes in incoming nociceptive input. Second, we found that the MCC responded more strongly to the onsets as compared to the sustained phases of both nociceptive and non-nociceptive stimulation, suggesting that it could be involved in the detection of change regardless of sensory modality. Finally, the posterior insula and S2 responded maximally during the sustained phase of non-nociceptive stimulation but not nociceptive stimulation, suggesting that these regions are preferentially involved in processing non-nociceptive somatosensory input.
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Affiliation(s)
- Li Hu
- Key Laboratory of Cognition and Personality (Ministry of Education) and Faculty of Psychology, Southwest University, Chongqing, China
| | - Li Zhang
- Center for Brain and Cognitive Sciences and Department of Psychology, Peking University, Beijing, China
| | - Rui Chen
- Key Laboratory of Cognition and Personality (Ministry of Education) and Faculty of Psychology, Southwest University, Chongqing, China
| | - Hongbo Yu
- Center for Brain and Cognitive Sciences and Department of Psychology, Peking University, Beijing, China
| | - Hong Li
- Research Center for Brain Function and Psychological Science, Shenzhen University, Shenzhen, China
| | - André Mouraux
- Institute of Neurosciences (IoNS), Université catholique de Louvain, Brussels, Belgium
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77
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ANIMA: A data-sharing initiative for neuroimaging meta-analyses. Neuroimage 2015; 124:1245-1253. [PMID: 26231246 DOI: 10.1016/j.neuroimage.2015.07.060] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Revised: 06/25/2015] [Accepted: 07/22/2015] [Indexed: 01/13/2023] Open
Abstract
Meta-analytic techniques allow cognitive neuroscientists to pool large amounts of data across many individual task-based functional neuroimaging experiments. These methods have been aided by the introduction of online databases such as Brainmap.org or Neurosynth.org, which collate peak activation coordinates obtained from thousands of published studies. Findings from meta-analytic studies typically include brain regions which are consistently activated across studies for specific contrasts, investigating cognitive or clinical hypotheses. These regions can be subsequently used as the basis for seed-based connectivity analysis, or formally compared to neuroimaging data in order to help interpret new findings. To facilitate such approaches, we have developed a new online repository of meta-analytic neuroimaging results, named the Archive of Neuroimaging Meta-analyses (ANIMA). The ANIMA platform consists of an intuitive online interface for querying, downloading, and contributing data from published meta-analytic studies. Additionally, to aid the process of organizing, visualizing, and working with these data, we present an open-source desktop application called Volume Viewer. Volume Viewer allows users to easily arrange imaging data into composite stacks, and save these sessions as individual files, which can also be uploaded to the ANIMA database. The application also allows users to perform basic functions, such as computing conjunctions between images, or extracting regions-of-interest or peak coordinates for further analysis. The introduction of this new resource will enhance the ability of researchers to both share their findings and incorporate existing meta-analytic results into their own research.
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78
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Reches A, Nir RR, Shram M, Dickman D, Laufer I, Shani-Hershkovich R, Stern Y, Weiss M, Yarnitsky D, Geva A. A novel electroencephalography-based tool for objective assessment of network dynamics activated by nociceptive stimuli. Eur J Pain 2015; 20:250-62. [DOI: 10.1002/ejp.716] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/28/2015] [Indexed: 11/05/2022]
Affiliation(s)
| | - R.-R. Nir
- Department of Neurology; Rambam Health Care Campus; Haifa Israel
- Clinical Neurophysiology Lab; Faculty of Medicine; Technion - Israel Institute of Technology; Haifa Israel
| | - M.J. Shram
- Altreos Research Partners, Inc.; Toronto ON Canada
- Department of Pharmacology and Toxicology; University of Toronto; Toronto ON Canada
| | | | | | | | | | | | - D. Yarnitsky
- Department of Neurology; Rambam Health Care Campus; Haifa Israel
- Clinical Neurophysiology Lab; Faculty of Medicine; Technion - Israel Institute of Technology; Haifa Israel
| | - A.B. Geva
- ElMindA Ltd.; Herzliya Israel
- Electrical and Computer Engineering; Ben Gurion University of the Negev; Beersheba Israel
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79
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Pan P, Zhong J, Shang H, Zhu Y, Xiao P, Dai Z, Shi H. Quantitative meta-analysis of grey matter anomalies in neuropathic pain. Eur J Pain 2015; 19:1224-31. [PMID: 25708697 DOI: 10.1002/ejp.670] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2014] [Indexed: 02/05/2023]
Affiliation(s)
- P.L. Pan
- Department of Neurology; Affiliated Yancheng Hospital of Southeast University; China
| | - J.G. Zhong
- Department of Neurology; Affiliated Yancheng Hospital of Southeast University; China
| | - H.F. Shang
- Department of Neurology; West China Hospital; Sichuan University; Chengdu China
| | - Y.L. Zhu
- Department of Neurology; Affiliated Yancheng Hospital of Southeast University; China
| | - P.R. Xiao
- Department of Neurology; Affiliated Yancheng Hospital of Southeast University; China
| | - Z.Y. Dai
- Department of Radiology; Affiliated Yancheng Hospital of Southeast University; China
| | - H.C. Shi
- Department of Neurology; Affiliated Yancheng Hospital of Southeast University; China
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80
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Atlas LY, Wager TD. A meta-analysis of brain mechanisms of placebo analgesia: consistent findings and unanswered questions. Handb Exp Pharmacol 2015; 225:37-69. [PMID: 25304525 DOI: 10.1007/978-3-662-44519-8_3] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Placebo treatments reliably reduce pain in the clinic and in the lab. Because pain is a subjective experience, it has been difficult to determine whether placebo analgesia is clinically relevant. Neuroimaging studies of placebo analgesia provide objective evidence of placebo-induced changes in brain processing and allow researchers to isolate the mechanisms underlying placebo-based pain reduction. We conducted formal meta-analyses of 25 neuroimaging studies of placebo analgesia and expectancy-based pain modulation. Results revealed that placebo effects and expectations for reduced pain elicit reliable reductions in activation during noxious stimulation in regions often associated with pain processing, including the dorsal anterior cingulate, thalamus, and insula. In addition, we observed consistent reductions during painful stimulation in the amygdala and striatum, regions implicated widely in studies of affect and valuation. This suggests that placebo effects are strongest on brain regions traditionally associated with not only pain, but also emotion and value more generally. Other brain regions showed reliable increases in activation with expectations for reduced pain. These included the prefrontal cortex (including dorsolateral, ventromedial, and orbitofrontal cortices), the midbrain surrounding the periaqueductal gray, and the rostral anterior cingulate. We discuss implications of these findings as well as how future studies can expand our understanding of the precise functional contributions of the brain systems identified here.
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Affiliation(s)
- Lauren Y Atlas
- National Center for Complementary and Alternative Medicine, National Institutes of Health, 10 Center Drive, Rm 4-1741, Bethesda, MD, 20892, USA,
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81
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Song JJ, Vanneste S, Lazard DS, Van de Heyning P, Park JH, Oh SH, De Ridder D. The role of the salience network in processing lexical and nonlexical stimuli in cochlear implant users: an ALE meta-analysis of PET studies. Hum Brain Mapp 2015; 36:1982-94. [PMID: 25619989 DOI: 10.1002/hbm.22750] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2014] [Revised: 12/08/2014] [Accepted: 01/13/2015] [Indexed: 11/06/2022] Open
Abstract
Previous positron emission tomography (PET) studies have shown that various cortical areas are activated to process speech signal in cochlear implant (CI) users. Nonetheless, differences in task dimension among studies and low statistical power preclude from understanding sound processing mechanism in CI users. Hence, we performed activation likelihood estimation meta-analysis of PET studies in CI users and normal hearing (NH) controls to compare the two groups. Eight studies (58 CI subjects/92 peak coordinates; 45 NH subjects/40 peak coordinates) were included and analyzed, retrieving areas significantly activated by lexical and nonlexical stimuli. For lexical and nonlexical stimuli, both groups showed activations in the components of the dual-stream model such as bilateral superior temporal gyrus/sulcus, middle temporal gyrus, left posterior inferior frontal gyrus, and left insula. However, CI users displayed additional unique activation patterns by lexical and nonlexical stimuli. That is, for the lexical stimuli, significant activations were observed in areas comprising salience network (SN), also known as the intrinsic alertness network, such as the left dorsal anterior cingulate cortex (dACC), left insula, and right supplementary motor area in the CI user group. Also, for the nonlexical stimuli, CI users activated areas comprising SN such as the right insula and left dACC. Previous episodic observations on lexical stimuli processing using the dual auditory stream in CI users were reconfirmed in this study. However, this study also suggests that dual-stream auditory processing in CI users may need supports from the SN. In other words, CI users need to pay extra attention to cope with degraded auditory signal provided by the implant.
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Affiliation(s)
- Jae-Jin Song
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Korea
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82
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Murray RJ, Debbané M, Fox PT, Bzdok D, Eickhoff SB. Functional connectivity mapping of regions associated with self- and other-processing. Hum Brain Mapp 2014; 36:1304-24. [PMID: 25482016 DOI: 10.1002/hbm.22703] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2014] [Revised: 10/16/2014] [Accepted: 11/17/2014] [Indexed: 12/12/2022] Open
Abstract
Neuroscience literature increasingly suggests a conceptual self composed of interacting neural regions, rather than independent local activations, yet such claims have yet to be investigated. We, thus, combined task-dependent meta-analytic connectivity modeling (MACM) with task-independent resting-state (RS) connectivity analysis to delineate the neural network of the self, across both states. Given psychological evidence implicating the self's interdependence on social information, we also delineated the neural network underlying conceptual other-processing. To elucidate the relation between the self-/other-networks and their function, we mined the MACM metadata to generate a cognitive-behavioral profile for an empirically identified region specific to conceptual self, the pregenual anterior cingulate (pACC), and conceptual other, posterior cingulate/precuneus (PCC/PC). Mining of 7,200 published, task-dependent, neuroimaging studies, using healthy human subjects, yielded 193 studies activating the self-related seed and were conjoined with RS connectivity analysis to delineate a differentiated self-network composed of the pACC (seed) and anterior insula, relative to other functional connectivity. Additionally, 106 studies activating the other-related seed were conjoined with RS connectivity analysis to delineate a differentiated other-network of PCC/PC (seed) and angular gyrus/temporoparietal junction, relative to self-functional connectivity. The self-network seed related to emotional conflict resolution and motivational processing, whereas the other-network seed related to socially oriented processing and contextual information integration. Notably, our findings revealed shared RS connectivity between ensuing self-/other-networks within the ventromedial prefrontal cortex and medial orbitofrontal cortex, suggesting self-updating via integration of self-relevant social information. We, therefore, present initial neurobiological evidence corroborating the increasing claims of an intricate self-network, the architecture of which may promote social value processing.
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Affiliation(s)
- Ryan J Murray
- Developmental Clinical Psychology Research Unit, Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Geneva, Switzerland
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83
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Tench CR, Tanasescu R, Auer DP, Cottam WJ, Constantinescu CS. Coordinate based meta-analysis of functional neuroimaging data using activation likelihood estimation; full width half max and group comparisons. PLoS One 2014; 9:e106735. [PMID: 25226581 PMCID: PMC4165754 DOI: 10.1371/journal.pone.0106735] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 08/07/2014] [Indexed: 11/19/2022] Open
Abstract
Coordinate based meta-analysis (CBMA) is used to find regions of consistent activation across fMRI and PET studies selected for their functional relevance to a hypothesis. Results are clusters of foci where multiple studies report in the same spatial region, indicating functional relevance. Contrast meta-analysis finds regions where there are consistent differences in activation pattern between two groups. The activation likelihood estimate methods tackle these problems, but require a specification of uncertainty in foci location: the full width half max (FWHM). Results are sensitive to FWHM. Furthermore, contrast meta-analysis requires correction for multiple statistical tests. Consequently it is sensitive only to very significant localised differences that produce very small p-values, which remain significant after correction; subtle diffuse differences between the groups can be overlooked. In this report we redefine the FWHM parameter, by analogy with a density clustering algorithm, and provide a method to estimate it. The FWHM is modified to account for the number of studies in the analysis, and represents a substantial change to the CBMA philosophy that can be applied to the current algorithms. Consequently we observe more reliable detection of clusters when there are few studies in the CBMA, and a decreasing false positive rate with larger study numbers. By contrast the standard definition (FWHM independent of the number of studies) is demonstrated to paradoxically increase the false positive rate as the number of studies increases, while reducing ability to detect true clusters for small numbers of studies. We also provide an algorithm for contrast meta-analysis, which includes a correction for multiple correlated tests that controls for the proportion of false clusters expected under the null hypothesis. Furthermore, we detail an omnibus test of difference between groups that is more sensitive than contrast meta-analysis when differences are diffuse. This test is useful where contrast meta-analysis is unrevealing.
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Affiliation(s)
- Christopher R. Tench
- Division of Clinical Neurosciences, Clinical Neurology, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
- * E-mail:
| | - Radu Tanasescu
- Division of Clinical Neurosciences, Clinical Neurology, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
- Department of Neurology, Neurosurgery, and Psychiatry, University of Medicine and Pharmacy Carol Davila Bucharest, Colentina Hospital, Bucharest, Romania
| | - Dorothee P. Auer
- Division of Clinical Neurosciences, Radiological and Imaging Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
- ARUK National Pain Centre, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
| | - William J. Cottam
- Division of Clinical Neurosciences, Radiological and Imaging Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
- ARUK National Pain Centre, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
| | - Cris S. Constantinescu
- Division of Clinical Neurosciences, Clinical Neurology, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
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84
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Atlas LY, Lindquist MA, Bolger N, Wager TD. Brain mediators of the effects of noxious heat on pain. Pain 2014; 155:1632-1648. [PMID: 24845572 DOI: 10.1016/j.pain.2014.05.015] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Revised: 05/01/2014] [Accepted: 05/14/2014] [Indexed: 12/25/2022]
Abstract
Recent human neuroimaging studies have investigated the neural correlates of either noxious stimulus intensity or reported pain. Although useful, analyzing brain relationships with stimulus intensity and behavior separately does not address how sensation and pain are linked in the central nervous system. In this study, we used multi-level mediation analysis to identify brain mediators of pain--regions in which trial-by-trial responses to heat explained variability in the relationship between noxious stimulus intensity (across 4 levels) and pain. This approach has the potential to identify multiple circuits with complementary roles in pain genesis. Brain mediators of noxious heat effects on pain included targets of ascending nociceptive pathways (anterior cingulate, insula, SII, and medial thalamus) and also prefrontal and subcortical regions not associated with nociceptive pathways per se. Cluster analysis revealed that mediators were grouped into several distinct functional networks, including the following: somatosensory, paralimbic, and striatal-cerebellar networks that increased with stimulus intensity; and 2 networks co-localized with "default mode" regions in which stimulus intensity-related decreases mediated increased pain. We also identified "thermosensory" regions that responded to increasing noxious heat but did not predict pain reports. Finally, several regions did not respond to noxious input, but their activity predicted pain; these included ventromedial prefrontal cortex, dorsolateral prefrontal cortex, cerebellar regions, and supplementary motor cortices. These regions likely underlie both nociceptive and non-nociceptive processes that contribute to pain, such as attention and decision-making processes. Overall, these results elucidate how multiple distinct brain systems jointly contribute to the central generation of pain.
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Affiliation(s)
- Lauren Y Atlas
- Section on Affective Neuroscience and Pain, National Center for Complementary and Alternative Medicine, US National Institutes of Health, Bethesda, MD, USA Department of Biostatistics, Johns Hopkins University, Baltimore, MD, USA Department of Psychology, Columbia University, New York, NY, USA Department of Psychology and Neuroscience, University of Colorado-Boulder, Boulder, CO, USA
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85
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Central pain processing in chronic chemotherapy-induced peripheral neuropathy: a functional magnetic resonance imaging study. PLoS One 2014; 9:e96474. [PMID: 24821182 PMCID: PMC4018287 DOI: 10.1371/journal.pone.0096474] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Accepted: 04/08/2014] [Indexed: 12/01/2022] Open
Abstract
Life expectancy in multiple myeloma has significantly increased. However, a high incidence of chemotherapy induced peripheral neuropathy (CIPN) can negatively influence quality of life during this period. This study applied functional magnetic resonance imaging (fMRI) to compare areas associated with central pain processing in patients with multiple myeloma who had chemotherapy induced peripheral neuropathy (MM-CIPN) with those from healthy volunteers (HV). Twenty-four participants (n = 12 MM-CIPN, n = 12 HV) underwent Blood Oxygen Level-Dependent (BOLD) fMRI at 3T whilst noxious heat-pain stimuli were applied to the foot and then thigh. Patients with MM-CIPN demonstrated greater activation during painful stimulation in the precuneus compared to HV (p = 0.014, FWE-corrected). Patients with MM-CIPN exhibited hypo-activation of the right superior frontal gyrus compared to HV (p = 0.031, FWE-corrected). Significant positive correlation existed between the total neuropathy score (reduced version) and activation in the frontal operculum (close to insular cortex) during foot stimulation in patients with MM-CIPN (p = 0.03, FWE-corrected; adjusted R2 = 0.87). Painful stimuli delivered to MM-CIPN patients evoke differential activation of distinct cortical regions, reflecting a unique pattern of central pain processing compared with healthy volunteers. This characteristic activation pattern associated with pain furthers the understanding of the pathophysiology of painful chemotherapy induced peripheral neuropathy. Functional MRI provides a tool for monitoring cerebral changes during anti-cancer and analgesic treatment.
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86
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Cauda F, Costa T, Diano M, Duca S, Torta DME. Beyond the "Pain Matrix," inter-run synchronization during mechanical nociceptive stimulation. Front Hum Neurosci 2014; 8:265. [PMID: 24955085 PMCID: PMC4017139 DOI: 10.3389/fnhum.2014.00265] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Accepted: 04/10/2014] [Indexed: 12/26/2022] Open
Abstract
Pain is a complex experience that is thought to emerge from the activity of multiple brain areas, some of which are inconsistently detected using traditional fMRI analysis. One hypothesis is that the traditional analysis of pain-related cerebral responses, by relying on the correlation of a predictor and the canonical hemodynamic response function (HRF)- the general linear model (GLM)- may under-detect the activity of those areas involved in stimulus processing that do not present a canonical HRF. In this study, we employed an innovative data-driven processing approach- an inter-run synchronization (IRS) analysis- that has the advantage of not establishing any pre-determined predictor definition. With this method we were able to evidence the involvement of several brain regions that are not usually found when using predictor-based analysis. These areas are synchronized during the administration of mechanical punctate stimuli and are characterized by a BOLD response different from the canonical HRF. This finding opens to new approaches in the study of pain imaging.
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Affiliation(s)
- Franco Cauda
- GCS fMRI, Koelliker Hospital and Department of Psychology, University of Turin Turin, Italy ; Department of Psychology, University of Turin Turin, Italy
| | - Tommaso Costa
- Department of Psychology, University of Turin Turin, Italy
| | - Matteo Diano
- GCS fMRI, Koelliker Hospital and Department of Psychology, University of Turin Turin, Italy ; Department of Psychology, University of Turin Turin, Italy
| | - Sergio Duca
- GCS fMRI, Koelliker Hospital and Department of Psychology, University of Turin Turin, Italy
| | - Diana M E Torta
- GCS fMRI, Koelliker Hospital and Department of Psychology, University of Turin Turin, Italy ; Department of Psychology, University of Turin Turin, Italy
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87
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Meyniel F, Safra L, Pessiglione M. How the brain decides when to work and when to rest: dissociation of implicit-reactive from explicit-predictive computational processes. PLoS Comput Biol 2014; 10:e1003584. [PMID: 24743711 PMCID: PMC3990494 DOI: 10.1371/journal.pcbi.1003584] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2013] [Accepted: 03/12/2014] [Indexed: 11/18/2022] Open
Abstract
A pervasive case of cost-benefit problem is how to allocate effort over time, i.e. deciding when to work and when to rest. An economic decision perspective would suggest that duration of effort is determined beforehand, depending on expected costs and benefits. However, the literature on exercise performance emphasizes that decisions are made on the fly, depending on physiological variables. Here, we propose and validate a general model of effort allocation that integrates these two views. In this model, a single variable, termed cost evidence, accumulates during effort and dissipates during rest, triggering effort cessation and resumption when reaching bounds. We assumed that such a basic mechanism could explain implicit adaptation, whereas the latent parameters (slopes and bounds) could be amenable to explicit anticipation. A series of behavioral experiments manipulating effort duration and difficulty was conducted in a total of 121 healthy humans to dissociate implicit-reactive from explicit-predictive computations. Results show 1) that effort and rest durations are adapted on the fly to variations in cost-evidence level, 2) that the cost-evidence fluctuations driving the behavior do not match explicit ratings of exhaustion, and 3) that actual difficulty impacts effort duration whereas expected difficulty impacts rest duration. Taken together, our findings suggest that cost evidence is implicitly monitored online, with an accumulation rate proportional to actual task difficulty. In contrast, cost-evidence bounds and dissipation rate might be adjusted in anticipation, depending on explicit task difficulty. Imagine that ahead of you is a long time of work: when will you take a break? This sort of issue – how to allocate effort over time – has been addressed by distinct theoretical fields, with different emphasis on reactive and predictive processes. An intuitive view is that you start working, stop when you are tired, and start again when fatigue goes away. Biologically, this means that decisions are taken when some physiological variable reaches a given bound on the risk of homeostatic failure. In a more economic perspective, fatigue translates into effort cost, which must be anticipated and compared to expected benefit before engaging an action. We proposed a computational model that bridges these perspectives from sport physiology and decision theory. Decisions are made in reaction to bounds being reached by an implicit cost variable that accumulates during effort, at a rate proportional to task difficulty, and dissipates during rest. However, some latent parameters (bounds and dissipation rate) are adjusted in anticipation, depending on explicit costs and benefits. This model was supported by behavioral data obtained using a paradigm where participants squeeze a handgrip to win a monetary payoff proportional to effort duration.
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Affiliation(s)
- Florent Meyniel
- Motivation, Brain & Behavior (MBB) team, Institut du Cerveau et de la Moelle épinière (ICM), Groupe Hospitalier Pitié-Salpêtrière, Université Pierre et Marie Curie (UPMC – Paris 6), Paris, France
| | - Lou Safra
- Motivation, Brain & Behavior (MBB) team, Institut du Cerveau et de la Moelle épinière (ICM), Groupe Hospitalier Pitié-Salpêtrière, Université Pierre et Marie Curie (UPMC – Paris 6), Paris, France
| | - Mathias Pessiglione
- Motivation, Brain & Behavior (MBB) team, Institut du Cerveau et de la Moelle épinière (ICM), Groupe Hospitalier Pitié-Salpêtrière, Université Pierre et Marie Curie (UPMC – Paris 6), Paris, France
- * E-mail:
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88
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Schwedt TJ, Chong CD, Chiang CC, Baxter L, Schlaggar BL, Dodick DW. Enhanced pain-induced activity of pain-processing regions in a case-control study of episodic migraine. Cephalalgia 2014; 34:947-58. [PMID: 24627432 DOI: 10.1177/0333102414526069] [Citation(s) in RCA: 117] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The objective of this study was to identify brain regions having aberrant pain-induced activation in migraineurs, thereby gaining insight into particular aspects of pain processing that are atypical in migraineurs. METHODS Functional magnetic resonance imaging assessed whole brain responses to painful heat in 24 adult episodic migraineurs who were at least 48 hours pain free and 27 healthy controls. Regions differentially activated in migraineurs compared to controls were identified. Activation intensities in these regions were correlated with headache frequency, number of migraine years, and time to next migraine attack. RESULTS Migraineurs had greater pain-induced activation of lentiform nucleus, fusiform gyrus, subthalamic nucleus, hippocampus, middle cingulate cortex, premotor cortex, somatosensory cortex, and dorsolateral prefrontal cortex, and less activation in precentral gyrus and superior temporal gyrus. There were significant correlations between activation strength and headache frequency for middle cingulate (r = 0.627, p = 0.001), right dorsolateral prefrontal cortex (r = 0.568, p = 0.004), left fusiform gyrus (r = 0.487, p = 0.016), left precentral gyrus (r = 0.415, p = 0.044), and left hippocampus (r = 0.404, p = 0.050) and with number of migraine years for left fusiform gyrus (r = 0.425, p = 0.038). There were no significant correlations between activation strength and time to next migraine attack. CONCLUSIONS The majority of regions with enhanced pain-induced activation in headache-free migraineurs participate in cognitive aspects of pain perception such as attending to pain and pain memory. Enhanced cognitive pain processing by migraineurs might reflect cerebral hypersensitivity related to high expectations and hypervigilance for pain.
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89
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Holper L, Gross A, Scholkmann F, Humphreys BK, Meier ML, Wolf U, Wolf M, Hotz-Boendermaker S. Physiological effects of mechanical pain stimulation at the lower back measured by functional near-infrared spectroscopy and capnography. J Integr Neurosci 2014; 13:121-42. [DOI: 10.1142/s0219635214500071] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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90
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De Ridder D, Vanneste S, Van Laere K, Menovsky T. Chasing Map Plasticity in Neuropathic Pain. World Neurosurg 2013; 80:901.e1-5. [DOI: 10.1016/j.wneu.2012.12.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Revised: 11/26/2012] [Accepted: 12/07/2012] [Indexed: 10/27/2022]
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91
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Paris TA, Misra G, Archer DB, Coombes SA. Effects of a force production task and a working memory task on pain perception. THE JOURNAL OF PAIN 2013; 14:1492-501. [PMID: 24055565 DOI: 10.1016/j.jpain.2013.07.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2013] [Revised: 07/08/2013] [Accepted: 07/10/2013] [Indexed: 12/01/2022]
Abstract
UNLABELLED The goal in the current study was to examine the analgesic effects of a pinch grip-force production task and a working memory task when pain-eliciting thermal stimulation was delivered simultaneously to the left or right hand during task performance. Control conditions for visual distraction and thermal stimulation were included, and force performance measures and working memory performance measures were collected and analyzed. Our experiments revealed 3 novel findings. First, we showed that accurate isometric force contractions elicit an analgesic effect when pain-eliciting thermal stimulation was delivered during task performance. Second, the magnitude of the analgesic effect was not different when the pain-eliciting stimulus was delivered to the left or right hand during the force task or the working memory task. Third, we found no correlation between analgesia scores during the force task and the working memory task. Our findings have clinical implications for rehabilitation settings because they suggest that acute force production by one limb influences pain perception that is simultaneously experienced in another limb. From a theoretical perspective, we interpret our findings on force and memory driven analgesia in the context of a centralized pain inhibitory response. PERSPECTIVE This article shows that force production and working memory have analgesic effects irrespective of which side of the body pain is experienced on. Analgesia scores were not correlated, however, suggesting that some individuals experience more pain relief from a force task as compared to a working memory task and vice versa.
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Affiliation(s)
- Tiffany A Paris
- Laboratory for Rehabilitation Neuroscience, Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida
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92
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Shin NY, Kang DH, Jang JH, Park SY, Hwang JY, Kim SN, Byun MS, Park HY, Kim YC. Impaired recognition of social emotion in patients with complex regional pain syndrome. THE JOURNAL OF PAIN 2013; 14:1304-9. [PMID: 23876283 DOI: 10.1016/j.jpain.2013.05.008] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2012] [Revised: 05/15/2013] [Accepted: 05/17/2013] [Indexed: 01/17/2023]
Abstract
UNLABELLED Multiple brain areas involved in nociceptive, autonomic, and social-emotional processing are disproportionally changed in patients with complex regional pain syndrome (CRPS). Little empirical evidence is available involving social cognitive functioning in patients with chronic pain conditions. We investigated the ability of patients with CRPS to recognize the mental/emotional states of other people. Forty-three patients with CRPS and 30 healthy controls performed the Reading Mind in the Eyes Test, which consists of photos in which human eyes express various emotional and mental states. Neuropsychological tests, including the Wisconsin Card Sorting Test, the stop-signal test, and the reaction time test, were administered to evaluate other cognitive functions. Patients with CRPS were significantly less accurate at recognizing emotional states in other persons, but not on other cognitive tests, compared with control subjects. We found a significant association between the deficit in social-emotion recognition and the affective dimension of pain, whereas this deficit was not related to the sensory dimension of pain. Our findings suggest a disrupted ability to recognize others' mental/emotional states in patients with CRPS. PERSPECTIVE This article demonstrated a deficit in inferring mental/emotional states of others in patients with CRPS that was related to pain affect. Our study suggests that additional interventions directed toward reducing distressful affective pain may be helpful to restore social cognitive processing in patients with CRPS.
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Affiliation(s)
- Na Young Shin
- Interdisciplinary Cognitive Science Program, Seoul National University, Seoul, Republic of Korea
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93
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Hooker B, Tobon G, Baker S, Zhu C, Hesterman J, Schmidt K, Rajagovindan R, Chandran P, Joshi S, Bannon A, Hoppin J, Beaver J, Fox G, Day M, Upadhyay J. Gabapentin-induced pharmacodynamic effects in the spinal nerve ligation model of neuropathic pain. Eur J Pain 2013; 18:223-37. [DOI: 10.1002/j.1532-2149.2013.00364.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/19/2013] [Indexed: 12/15/2022]
Affiliation(s)
- B.A. Hooker
- Integrated Science and Technology; Abbvie Inc.; North Chicago USA
| | | | - S.J. Baker
- Integrated Science and Technology; Abbvie Inc.; North Chicago USA
| | - C. Zhu
- Neuroscience Discovery; Abbvie Inc.; North Chicago USA
| | | | | | - R. Rajagovindan
- Integrated Science and Technology; Abbvie Inc.; North Chicago USA
| | - P. Chandran
- Integrated Science and Technology; Abbvie Inc.; North Chicago USA
| | - S.K. Joshi
- Neuroscience Discovery; Abbvie Inc.; North Chicago USA
| | - A.W. Bannon
- Neuroscience Discovery; Abbvie Inc.; North Chicago USA
| | | | - J. Beaver
- Integrated Science and Technology; Abbvie Inc.; North Chicago USA
| | - G.B. Fox
- Integrated Science and Technology; Abbvie Inc.; North Chicago USA
| | - M. Day
- Integrated Science and Technology; Abbvie Inc.; North Chicago USA
| | - J. Upadhyay
- Integrated Science and Technology; Abbvie Inc.; North Chicago USA
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94
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Cauda F, Costa T, Diano M, Sacco K, Duca S, Geminiani G, Torta DME. Massive modulation of brain areas after mechanical pain stimulation: a time-resolved FMRI study. ACTA ACUST UNITED AC 2013; 24:2991-3005. [PMID: 23796948 DOI: 10.1093/cercor/bht153] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
To date, relatively little is known about the spatiotemporal aspects of whole-brain blood oxygenation level-dependent (BOLD) responses to brief nociceptive stimuli. It is known that the majority of brain areas show a stimulus-locked response, whereas only some are characterized by a canonical hemodynamic response function. Here, we investigated the time course of brain activations in response to mechanical pain stimulation applied to participants' hands while they were undergoing functional magnetic resonance imaging (fMRI) scanning. To avoid any assumption about the shape of BOLD response, we used an unsupervised data-driven method to group voxels sharing a time course similar to the BOLD response to the stimulus and found that whole-brain BOLD responses to painful mechanical stimuli elicit massive activation of stimulus-locked brain areas. This pattern of activations can be segregated into 5 clusters, each with a typical temporal profile. In conclusion, we show that an extensive activity of multiple networks is engaged at different time latencies after presentation of a noxious stimulus. These findings aim to motivate research on a controversial topic, such as the temporal profile of BOLD responses, the variability of these response profiles, and the interaction between the stimulus-related BOLD response and ongoing fluctuations in large-scale brain networks.
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Affiliation(s)
- Franco Cauda
- CCS fMRI, Koelliker Hospital, Turin, Italy and Department of Psychology, University of Turin, Turin, Italy
| | - Tommaso Costa
- Department of Psychology, University of Turin, Turin, Italy
| | - Matteo Diano
- CCS fMRI, Koelliker Hospital, Turin, Italy and Department of Psychology, University of Turin, Turin, Italy
| | - Katiuscia Sacco
- CCS fMRI, Koelliker Hospital, Turin, Italy and Department of Psychology, University of Turin, Turin, Italy
| | - Sergio Duca
- CCS fMRI, Koelliker Hospital, Turin, Italy and
| | - Giuliano Geminiani
- CCS fMRI, Koelliker Hospital, Turin, Italy and Department of Psychology, University of Turin, Turin, Italy
| | - Diana M E Torta
- CCS fMRI, Koelliker Hospital, Turin, Italy and Department of Psychology, University of Turin, Turin, Italy
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95
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Lickteig R, Lotze M, Kordass B. Successful therapy for temporomandibular pain alters anterior insula and cerebellar representations of occlusion. Cephalalgia 2013; 33:1248-57. [PMID: 23771211 DOI: 10.1177/0333102413491028] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
AIM Craniomandibular disorders (CMD) are widespread, but we know little about the cerebral representations associated with this pain syndrome and nothing about changes in cerebral representations of occlusion induced by common therapy approaches. METHODS In a longitudinal therapy study, we applied functional magnetic resonance imaging (fMRI) in 14 patients with mild CMD during occlusal movements. fMRI, pain scoring, kinematic investigations of occlusal movements, and jaw muscle electromyography (EMG) were measured before and after two weeks of therapy with an individually optimized Michigan splint. RESULTS The patients' subjective pain ratings decreased, and the symmetry of condylar movements increased over the period of therapy. After therapy, EMG of the jaw muscles demonstrated more relaxed resting conditions and increased activity during maximal occlusion. fMRI during occlusion showed an activation decrease in the right anterior insula and right cerebellum over the course of therapy. Correlation analysis between pain score and fMRI activation decreases identified right anterior insula, left posterior insula and left cerebellar hemisphere. Left cerebellar and right primary motor activation magnitude was negatively associated with symmetry of the condylar movements. CONCLUSIONS Our findings highlight the impact of the anterior insula for the internal monitoring and the anticipation of temporomandibular joint (TMJ) pain. In addition, an increase of symmetry of condylar movements after therapy has been associated with a decrease of activation magnitude in primary motor and cerebellar regions.
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Affiliation(s)
- Rita Lickteig
- Functional Imaging Unit, Center of Diagnostic Radiology and Neuroradiology, Ernst-Moritz-Arndt-University of Greifswald, Germany
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96
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Torta DME, Costa T, Duca S, Fox PT, Cauda F. Parcellation of the cingulate cortex at rest and during tasks: a meta-analytic clustering and experimental study. Front Hum Neurosci 2013; 7:275. [PMID: 23785324 PMCID: PMC3682391 DOI: 10.3389/fnhum.2013.00275] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2013] [Accepted: 05/27/2013] [Indexed: 12/29/2022] Open
Abstract
Anatomical, morphological, and histological data have consistently shown that the cingulate cortex can be divided into four main regions. However, less is known about parcellations of the cingulate cortex when involved in active tasks. Here, we aimed at comparing how the pattern of clusterization of the cingulate cortex changes across different levels of task complexity. We parcellated the cingulate cortex using the results of a meta-analytic study and of three experimental studies. The experimental studies, which included two active tasks and a resting state protocol, were used to control the results obtained with the meta-analytic parcellation. We explored the meta-analytic parcellation by applying a meta-analytic clustering (MaC) to papers retrieved from the BrainMap database. The MaC is a meta-analytic connectivity driven parcellation technique recently developed by our group which allowed us to parcellate the cingulate cortex on the basis of its pattern of co-activations during active tasks. The MaC results indicated that the cingulate cortex can be parcellated into three clusters. These clusters covered different percentages of the cingulate parenchyma and had a different density of foci, with the first cluster being more densely connected. The control experiments showed different clusterization results, suggesting that the co-activations of the cingulate cortex are highly dependent on the task that is tested. Our results highlight the importance of the cingulate cortex as a hub, which modifies its pattern of co-activations depending on the task requests and on the level of task complexity. The neurobiological meaning of these results is discussed.
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Affiliation(s)
- Diana M E Torta
- Department of Psychology, Università di Torino Torino, Italy ; CCS fMRI-Brain Connectivity and Complex Systems Unit, Koelliker Hospital Torino, Italy
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97
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Hahn A, Kranz GS, Seidel EM, Sladky R, Kraus C, Küblböck M, Pfabigan DM, Hummer A, Grahl A, Ganger S, Windischberger C, Lamm C, Lanzenberger R. Comparing neural response to painful electrical stimulation with functional MRI at 3 and 7 T. Neuroimage 2013; 82:336-43. [PMID: 23769917 DOI: 10.1016/j.neuroimage.2013.06.010] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Revised: 04/19/2013] [Accepted: 06/05/2013] [Indexed: 12/21/2022] Open
Abstract
Progressing from 3T to 7 T functional MRI enables marked improvements of human brain imaging in vivo. Although direct comparisons demonstrated advantages concerning blood oxygen level dependent (BOLD) signal response and spatial specificity, these mostly focused on single brain regions with rather simple tasks. Considering that physiological noise also increases with higher field strength, it is not entirely clear whether the advantages of 7T translate equally to the entire brain during tasks which elicit more complex neuronal processing. Therefore, we investigated the difference between 3T and 7 T in response to transcutaneous electrical painful and non-painful stimulation in 22 healthy subjects. For painful stimuli vs. baseline, stronger activations were observed at 7 T in several brain regions including the insula and supplementary motor area, but not the secondary somatosensory cortex (p<0.05 FWE-corrected). Contrasting painful vs. non-painful stimulation limited the differences between the field strengths to the periaqueductal gray (PAG, p<0.001 uncorrected) due to a similar signal increase at 7 T for both the target and specific control condition in most brain regions. This regional specificity obtained for the PAG at higher field strengths was confirmed by an additional spatial normalization strategy optimized for the brainstem. Here, robust BOLD responses were obtained in the dorsal PAG at 7 T (p<0.05 FWE-corrected), whereas at 3T activation was completely missing for the contrast against non-painful stimuli. To summarize, our findings support previously reported benefits obtained at ultra-high field strengths also for complex activation patterns elicited by painful electrical stimulation. However, this advantage depends on the region and even more on the contrast of interest. The greatest gain at 7 T was observed within the small brainstem region of the PAG, where the increased field strength offered marked improvement for the localization of activation foci with high spatial specificity.
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Affiliation(s)
- Andreas Hahn
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria
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98
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Yen CT, Lu PL. Thalamus and pain. ACTA ACUST UNITED AC 2013; 51:73-80. [DOI: 10.1016/j.aat.2013.06.011] [Citation(s) in RCA: 70] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2013] [Accepted: 05/13/2013] [Indexed: 02/02/2023]
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99
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Torta DM, Diano M, Costa T, Gallace A, Duca S, Geminiani GC, Cauda F. Crossing the line of pain: FMRI correlates of crossed-hands analgesia. THE JOURNAL OF PAIN 2013; 14:957-65. [PMID: 23721874 DOI: 10.1016/j.jpain.2013.03.009] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2012] [Revised: 01/25/2013] [Accepted: 03/21/2013] [Indexed: 01/15/2023]
Abstract
UNLABELLED Crossing the hands over the body midline reduces the perceived intensity of nociceptive stimuli applied to the hands by impairing the ability to localize somatosensory stimuli. The neural basis of this "crossed-hands analgesia" has not been investigated previously, although it has been proposed that the effect may be modulated by multimodal areas. We used functional magnetic resonance imaging to test the hypothesis that crossed-hands analgesia is mediated by higher-order multimodal areas rather than by specific somatosensory ones. Participants lay in the scanner while mechanical painful stimuli were applied to their hands held in either a crossed or uncrossed position. They reported significantly lower perceived intensity of pain when their hands were crossed. Although activations elicited by stimuli applied to the crossed hands revealed significantly greater blood oxygen level-dependent responses in the anterior cingulate cortex, the insula, and the medial frontal gyrus, the blood oxygen level-dependent responses in the superior parietal lobe were greater with the hands uncrossed. Our results provide evidence that crossed-hands analgesia is mediated by higher-order frontoparietal multimodal areas involved in sustaining and updating body and spatial representations. PERSPECTIVE We found crossed-hands analgesia to be mediated by multimodal areas, such as the posterior parietal, cingulate, and insular cortices, implicated in space and body representation. Our findings highlight how the perceived intensity of painful stimuli is shaped by how we represent our body and the space surrounding it.
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Affiliation(s)
- Diana M Torta
- Department of Psychology, University of Turin, Turin, Italy.
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100
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Smallwood RF, Laird AR, Ramage AE, Parkinson AL, Lewis J, Clauw DJ, Williams DA, Schmidt-Wilcke T, Farrell MJ, Eickhoff SB, Robin DA. Structural brain anomalies and chronic pain: a quantitative meta-analysis of gray matter volume. THE JOURNAL OF PAIN 2013; 14:663-75. [PMID: 23685185 DOI: 10.1016/j.jpain.2013.03.001] [Citation(s) in RCA: 193] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2012] [Revised: 02/26/2013] [Indexed: 02/07/2023]
Abstract
UNLABELLED The diversity of chronic pain syndromes and the methods employed to study them make integrating experimental findings challenging. This study performed coordinate-based meta-analyses using voxel-based morphometry imaging results to examine gray matter volume (GMV) differences between chronic pain patients and healthy controls. There were 12 clusters where GMV was decreased in patients compared with controls, including many regions thought to be part of the "pain matrix" of regions involved in pain perception, but also including many other regions that are not commonly regarded as pain-processing areas. The right hippocampus and parahippocampal gyrus were the only regions noted to have increased GMV in patients. Functional characterizations were implemented using the BrainMap database to determine which behavioral domains were significantly represented in these regions. The most common behavioral domains associated with these regions were cognitive, affective, and perceptual domains. Because many of these regions are not classically connected with pain and because there was such significance in functionality outside of perception, it is proposed that many of these regions are related to the constellation of comorbidities of chronic pain, such as fatigue and cognitive and emotional impairments. Further research into the mechanisms of GMV changes could provide a perspective on these findings. PERSPECTIVE Quantitative meta-analyses revealed structural differences between brains of individuals with chronic pain and healthy controls. These differences may be related to comorbidities of chronic pain.
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Affiliation(s)
- Rachel F Smallwood
- Joint Program in Biomedical Engineering, University of Texas Health Science Center San Antonio and University of Texas San Antonio, San Antonio, Texas, USA
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