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Dowdle LT, Borckardt JJ, Back SE, Morgan K, Adams D, Madan A, Balliet W, Hanlon CA. Sensitized brain response to acute pain in patients using prescription opiates for chronic pain: A pilot study. Drug Alcohol Depend 2019; 200:6-13. [PMID: 31071496 PMCID: PMC6914256 DOI: 10.1016/j.drugalcdep.2019.02.024] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 02/07/2019] [Accepted: 02/11/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Chronic opiate use leads to a sensitized behavioral response to acute pain, which in turn, leads to escalating doses of opiates. This study was designed to test the hypothesis that chronic opiate usage is also associated with a sensitized neurobiological response to acute pain in individuals that have used prescription opiates for 6 or more months. METHODS Fourteen patients with non-alcoholic chronic pancreatitis that have been taking prescription opiates for 6 or more months and 14 gender matched, non-opiate using controls were enrolled. Functional neuroimaging data was acquired while participants received blocks of thermal stimulation to their wrist (individually-tailored to their pain threshold). RESULTS Self-reported pain was significantly greater in opiate using patients (3.4 ± 3.4) than controls (0.2 ± 0.8: Brief Pain Inventory p < 0.005), however no significant difference between groups was observed in the individually-tailored pain thresholds. Opiate using patients evidenced a significantly greater response to pain than controls in two established nodes of the "Pain Matrix": somatosensory cortex (pFWE≤0.001) and anterior cingulate cortex (p ≤ 0.01). This response was positively correlated with prescribed morphine equivalent dosages (average: 133.5 ± 94.8 mg/day). CONCLUSION The findings suggest that in chronic pancreatitis patients, a dose of opiates that normalizes their behavioral response to acute pain is associated with an amplified neural response to acute pain. Further longitudinal studies are needed to determine if this neural sensitization hastens a behavioral tolerance to opiates or the development of an opioid use disorder.
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Affiliation(s)
- Logan T. Dowdle
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA,Department of Neurosciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jeffrey J. Borckardt
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA,Center for Biomedical Imaging, Medical University of South Carolina, Charleston, South Carolina, USA,Ralph H. Johnson VA Medical Center, Charleston, South Carolina, USA
| | - Sudie E. Back
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA,Ralph H. Johnson VA Medical Center, Charleston, South Carolina, USA
| | - Katherine Morgan
- Department of Surgery, Medical University of South Carolina, Charleston, South Carolina, USA
| | - David Adams
- Department of Surgery, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Alok Madan
- Houston Methodist Behavioral Health, Houston, Texas, USA
| | - Wendy Balliet
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Colleen A. Hanlon
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA,Department of Neurosciences, Medical University of South Carolina, Charleston, South Carolina, USA,Center for Biomedical Imaging, Medical University of South Carolina, Charleston, South Carolina, USA,Ralph H. Johnson VA Medical Center, Charleston, South Carolina, USA
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Pain or nociception? Subjective experience mediates the effects of acute noxious heat on autonomic responses - corrected and republished. Pain 2019; 160:1469-1481. [PMID: 31107415 DOI: 10.1097/j.pain.0000000000001573] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Nociception reliably elicits an autonomic nervous system (ANS) response. Because pain and ANS circuitry interact on multiple spinal, subcortical, and cortical levels, it remains unclear whether autonomic responses are simply a reflexive product of noxious stimulation regardless of how stimulation is consciously perceived or whether the experience of pain mediates ANS responses to noxious stimulation. To test these alternative predictions, we examined the relative contribution of noxious stimulation and individual pain experience to ANS responses in healthy volunteers who underwent 1 or 2 pain assessment tasks. Participants received 8 seconds of thermal stimulation of varied temperatures and judged pain intensity on every trial. Skin conductance responses and pupil dilation responses to stimulation served as measures of the heat-evoked autonomic response. We used multilevel modelling to examine trial-by-trial relationships between heat, pain, and ANS response. Although both pain and noxious heat stimulation predicted skin conductance response and pupil dilation response in separate analyses, the individual pain experience statistically mediated effects of noxious heat on both outcomes. Furthermore, moderated mediation revealed that evidence for this process was stronger when stimulation was perceived as painful compared with when stimulation was perceived as nonpainful, although this difference emerged late, in the 4-second period after thermal stimulation. These findings suggest that pain appraisal regulates the heat-evoked autonomic response to noxious stimulation, documenting the flexibility of the autonomic pain response to adjust to perceived or actual changes in environmental affordances above and beyond nociceptive input.
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Chén OY, Crainiceanu C, Ogburn EL, Caffo BS, Wager TD, Lindquist MA. High-dimensional multivariate mediation with application to neuroimaging data. Biostatistics 2019. [PMID: 28637279 DOI: 10.1093/biostatistics/kxx027] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Mediation analysis is an important tool in the behavioral sciences for investigating the role of intermediate variables that lie in the path between a treatment and an outcome variable. The influence of the intermediate variable on the outcome is often explored using a linear structural equation model (LSEM), with model coefficients interpreted as possible effects. While there has been significant research on the topic, little work has been done when the intermediate variable (mediator) is a high-dimensional vector. In this work, we introduce a novel method for identifying potential mediators in this setting called the directions of mediation (DMs). DMs linearly combine potential mediators into a smaller number of orthogonal components, with components ranked based on the proportion of the LSEM likelihood each accounts for. This method is well suited for cases when many potential mediators are measured. Examples of high-dimensional potential mediators are brain images composed of hundreds of thousands of voxels, genetic variation measured at millions of single nucleotide polymorphisms (SNPs), or vectors of thousands of variables in large-scale epidemiological studies. We demonstrate the method using a functional magnetic resonance imaging study of thermal pain where we are interested in determining which brain locations mediate the relationship between the application of a thermal stimulus and self-reported pain.
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Affiliation(s)
- Oliver Y Chén
- Department of Biostatistics, Johns Hopkins University, USA
| | | | | | - Brian S Caffo
- Department of Biostatistics, Johns Hopkins University, USA
| | - Tor D Wager
- Department of Psychology and Neuroscience, University of Colorado Boulder, 345 UCB, Boulder, CO 80309-0345, USA
| | - Martin A Lindquist
- Department of Biostatistics, Johns Hopkins University, 615 N Wolfe St, Baltimore, MD 21205, USA
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Pain or nociception? Subjective experience mediates the effects of acute noxious heat on autonomic responses. Pain 2019; 159:699-711. [PMID: 29251663 DOI: 10.1097/j.pain.0000000000001132] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Nociception reliably elicits an autonomic nervous system (ANS) response. Because pain and ANS circuitry interact on multiple spinal, subcortical, and cortical levels, it remains unclear whether autonomic responses are simply a reflexive product of noxious stimulation regardless of how stimulation is consciously perceived or whether the experience of pain mediates ANS responses to noxious stimulation. To test these alternative predictions, we examined the relative contribution of noxious stimulation and individual pain experience to ANS responses in healthy volunteers who underwent 1 or 2 pain assessment tasks. Participants received 8 seconds of thermal stimulation of varied temperatures and judged pain intensity on every trial. Skin conductance responses and pupil dilation responses to stimulation served as measures of the heat-evoked autonomic response. We used multilevel modelling to examine trial-by-trial relationships between heat, pain, and ANS response. Although both pain and noxious heat stimulation predicted skin conductance response and pupil dilation response in separate analyses, the individual pain experience statistically mediated effects of noxious heat on both outcomes. Furthermore, moderated mediation revealed that evidence for this process was stronger when stimulation was perceived as painful compared with when stimulation was perceived as nonpainful. These findings suggest that pain appraisal regulates the heat-evoked autonomic response to noxious stimulation, documenting the flexibility of the autonomic pain response to adjust to perceived or actual changes in environmental affordances above and beyond nociceptive input.
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56
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Torrecillas-Martínez L, Catena A, O'Valle F, Padial-Molina M, Galindo-Moreno P. Does experienced pain affects local brain volumes? Insights from a clinical acute pain model. Int J Clin Health Psychol 2019; 19:115-123. [PMID: 31193130 PMCID: PMC6517646 DOI: 10.1016/j.ijchp.2019.01.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 01/23/2019] [Indexed: 12/04/2022] Open
Abstract
Background/Objective:To study pain-brain morphometry associations as a function of post-surgery stages (anesthesia, pain and analgesia) in an acute pain model. Method:Impacted mandible third molar were extracted. Before surgery, an anatomical T1 scan was obtained. Regional brain volumen and subcortical nuclei shapes were obtained. Statistical analyses were done using multiple regression, being pain scores the predictors and voxel volumes, subcortical nuclei volumes and subcortical nuclei shapes, the outcomes. Results:Pain was significantly larger at pain than at anesthesia and analgesia stages, and was higher during anesthesia than during analgesia. Pain intensity was related to grey matter in several cortical (Insula, Mid Frontal and Temporal Gyruses, Precuneus, Anterior Cingulate), and subcortical nuclei (Hippocampus, Thalamus, Putamen, Amygdala), depending of the post-surgical stage. A larger number of brain areas showed significance at pain that at anesthesia and analgesia stages. Conclusions:The relationships of regional brain volumes and subcortical nuclei shapes with pain scores seemed to be unsteady, as they changed with the patient's actual pain stage.
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Affiliation(s)
| | - Andrés Catena
- Mind, Brain and Behavior Research Center, University of Granada, Spain
| | - Francisco O'Valle
- Department of Pathology, School of Medicine & IBIMER, University of Granada, Spain
| | - Miguel Padial-Molina
- Department of Oral Surgery and Implant Dentistry, School of Dentistry, University of Granada, Spain
| | - Pablo Galindo-Moreno
- Department of Oral Surgery and Implant Dentistry, School of Dentistry, University of Granada, Spain
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Kirlic N, Aupperle RL, Rhudy JL, Misaki M, Kuplicki R, Sutton A, Alvarez RP. Latent variable analysis of negative affect and its contributions to neural responses during shock anticipation. Neuropsychopharmacology 2019; 44:695-702. [PMID: 30181595 PMCID: PMC6372706 DOI: 10.1038/s41386-018-0187-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 07/11/2018] [Accepted: 08/14/2018] [Indexed: 01/04/2023]
Abstract
Negative affect is considered an important factor in the etiology of depression and anxiety, and is highly related to pain. However, negative affect is not a unitary construct. To identify specific targets for treatment development, we aimed to derive latent variables of negative affect and test their unique contributions to affective processing during anticipation of unpredictable, painful shock. Eighty-three subjects (43 with depression and anxiety spectrum disorders and 40 healthy controls) completed self-report measures of negative valence and underwent neuroimaging while exploring computer-simulated contexts with and without the threat of a painful, but tolerable, shock. Principal component analysis (PCA) extracted distinct components of general negative affect (GNA) and pain-related negative affect (PNA). While elevated GNA and PNA were both indicative of depression and anxiety disorders, greater PNA was more strongly related to task-specific anxious reactivity during shock anticipation. GNA was associated with increased precuneus and middle frontal gyrus activity, whereas PNA was related to increased bilateral anterior insula activity. Anterior insula activity mediated the relationship between PNA and task-specific anxious reactivity. In conclusion, GNA and PNA have distinct neural signatures and uniquely contribute to anxious anticipation. PNA, via insula activity, may relate to arousal in ways that could contribute to affective dysregulation, and thus may be an important treatment target.
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Affiliation(s)
- Namik Kirlic
- Laureate Institute for Brain Research, Tulsa, OK, USA.
| | - Robin L. Aupperle
- 0000 0004 0512 8863grid.417423.7Laureate Institute for Brain Research, Tulsa, OK USA ,0000 0001 2160 264Xgrid.267360.6School of Community Medicine, University of Tulsa, Tulsa, OK USA
| | - Jamie L. Rhudy
- 0000 0001 2160 264Xgrid.267360.6Department of Psychology, University of Tulsa, Tulsa, OK USA
| | - Masaya Misaki
- 0000 0004 0512 8863grid.417423.7Laureate Institute for Brain Research, Tulsa, OK USA
| | - Rayus Kuplicki
- 0000 0004 0512 8863grid.417423.7Laureate Institute for Brain Research, Tulsa, OK USA
| | - Anne Sutton
- 0000 0004 0512 8863grid.417423.7Laureate Institute for Brain Research, Tulsa, OK USA
| | - Ruben P. Alvarez
- 0000 0004 0512 8863grid.417423.7Laureate Institute for Brain Research, Tulsa, OK USA
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58
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Knyazev G, Merkulova E, Savostyanov A, Bocharov A, Saprigyn A. Personality and EEG correlates of reactive social behavior. Neuropsychologia 2019; 124:98-107. [DOI: 10.1016/j.neuropsychologia.2019.01.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 12/02/2018] [Accepted: 01/11/2019] [Indexed: 02/07/2023]
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59
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The Pain of Sleep Loss: A Brain Characterization in Humans. J Neurosci 2019; 39:2291-2300. [PMID: 30692228 DOI: 10.1523/jneurosci.2408-18.2018] [Citation(s) in RCA: 103] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 12/06/2018] [Accepted: 12/07/2018] [Indexed: 12/24/2022] Open
Abstract
Sleep loss increases the experience of pain. However, the brain mechanisms underlying altered pain processing following sleep deprivation are unknown. Moreover, it remains unclear whether ecologically modest night-to-night changes in sleep, within an individual, confer consequential day-to-day changes in experienced pain. Here, we demonstrate that acute sleep deprivation amplifies pain reactivity within human (male and female) primary somatosensory cortex yet blunts pain reactivity in higher-order valuation and decision-making regions of the striatum and insula cortex. Consistent with this altered neural signature, we further show that sleep deprivation expands the temperature range for classifying a stimulus as painful, specifically through a lowering of pain thresholds. Moreover, the degree of amplified reactivity within somatosensory cortex following sleep deprivation significantly predicts this expansion of experienced pain across individuals. Finally, outside of the laboratory setting, we similarly show that even modest nightly changes in sleep quality (increases and decreases) within an individual determine consequential day-to-day changes in experienced pain (decreases and increases, respectively). Together, these data provide a novel framework underlying the impact of sleep loss on pain and, furthermore, establish that the association between sleep and pain is expressed in a night-to-day, bidirectional relationship within a sample of the general population. More broadly, our findings highlight sleep as a novel therapeutic target for pain management within and outside the clinic, including circumstances where sleep is frequently short yet pain is abundant (e.g., the hospital setting).SIGNIFICANCE STATEMENT Are you experiencing pain? Did you have a bad night of sleep? This study provides underlying brain and behavioral mechanisms explaining this common co-occurrence. We show that sleep deprivation enhances pain responsivity within the primary sensing regions of the brain's cortex yet blunts activity in other regions that modulate pain processing, the striatum and insula. We further establish that even subtle night-to-night changes in sleep in a sample of the general population predict consequential day-to-day changes in pain (bidirectionally). Considering the societal rise in chronic pain conditions in lock-step with the decline in sleep time through the industrial world, our data support the hypothesis that these two trends may not simply be co-occurring but are significantly interrelated.
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60
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Ching YY, Wang C, Tay T, Loke YM, Tang PH, Sng BL, Zhou J. Altered Sensory Insular Connectivity in Chronic Postsurgical Pain Patients. Front Hum Neurosci 2018; 12:483. [PMID: 30568586 PMCID: PMC6290251 DOI: 10.3389/fnhum.2018.00483] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Accepted: 11/19/2018] [Indexed: 12/03/2022] Open
Abstract
Chronic postsurgical pain (CPSP) occurs in up to 50% of individuals after surgeries and 32% after hysterectomy, leading to major adverse effects on quality of life and socioeconomic burden. Little is known about whether and how large-scale neural networks being affected in CPSP, particularly with regard to the functional connectivity (FC) of insula which is known to be the hub of the intrinsic neural network playing a critical role in pain processing. Here, we sought to examine the dynamics of insular FC in the context of noxious stimuli in CPSP patients. To this aim, resting state fMRI data were acquired, before and after acute heat pain stimulation, from 11 individuals with chronic post-hysterectomy pain (CPHP) and 22 age-matched healthy controls (HCs) who had a hysterectomy but without chronic post-surgical pain. We examined whole-brain FC were mapped by seeding at the sensorimotor and chemosensory subfields of the insula and found significant group × stimulation interaction effects. Specifically, the HC group had increased FC between the left sensorimotor insula and right angular and middle occipital gyrus (MOG) and increased FC between the left chemosensory insula and bilateral angular and MOG following pain stimulation. In contrast, such pain stimulation related FC changes were absent in the CPHP group. Furthermore, higher insular FC at baseline and smaller increased insular FC after pain stimulation correlated with clinical pain scores in CPHP patients. Our findings suggest that CPSP is associated with altered dynamics of large-scale functional networks anchored in the insula.
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Affiliation(s)
- Yin Ying Ching
- Center for Cognitive Neuroscience, Neuroscience and Behavioral Disorder Program, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Chenhao Wang
- Center for Cognitive Neuroscience, Neuroscience and Behavioral Disorder Program, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Terence Tay
- Center for Cognitive Neuroscience, Neuroscience and Behavioral Disorder Program, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Yng Miin Loke
- Center for Cognitive Neuroscience, Neuroscience and Behavioral Disorder Program, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Phua Hwee Tang
- KK Women's and Children's Hospital, Singapore, Singapore
| | - Ban Leong Sng
- KK Women's and Children's Hospital, Singapore, Singapore
| | - Juan Zhou
- Center for Cognitive Neuroscience, Neuroscience and Behavioral Disorder Program, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore.,Clinical Imaging Research Centre, The Agency for Science, Technology and Research and National University of Singapore, Singapore, Singapore
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61
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Phillips AL, Burr RL, Dunner DL. rTMS effects in patients with co-morbid somatic pain and depressive mood disorders. J Affect Disord 2018; 241:411-416. [PMID: 30145511 DOI: 10.1016/j.jad.2018.08.065] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 06/14/2018] [Accepted: 08/12/2018] [Indexed: 11/27/2022]
Abstract
BACKGROUND Pain is a common co-morbidity among clinically depressed individuals. We investigated a group of patients who were treated with repetitive transcranial magnetic stimulation (rTMS) for treatment resistant depression (TRD) and who were assessed for severity of both depression and pain at baseline and throughout treatment. METHODS Records of 71 patients treated for TRD with rTMS from 2008 to 2017 were reviewed. Primary outcome measures including depression severity using the Quick Inventory of Depressive Symptomatology (QIDS) and a 0-10 numeric pain rating scale were assessed at baseline and after every 5 sessions throughout the course of 30 treatments. RESULTS In the total sample, pain improved significantly over the course of treatment. Changes within subjects in QIDS were associated with the changes in pain (p = 0.011). TRD patients with higher pain scores at baseline tended to be older, experienced a longer duration of illness, and showed significant differences in QIDS over treatment time as compared with the low baseline pain group. Patients who had failed a serotonin norepinephrine reuptake inhibitor (SNRI) (venlafaxine or duloxetine) trial in the past had less pain at baseline and showed a group difference in pain scores at all time points, which was significant at treatments 20, 25 and 30, compared to patient groups who had never taken these medications or were currently taking these medications. LIMITATIONS Limitations include the potential impact of the discomfort over the treatment site on the scalp, as it is unclear whether patients' assessment of pain included this side effect, and the lack of a control group due to the naturalistic design of this study. CONCLUSION Our data show that pain and depression respond well to rTMS in a TRD population. Pain and depression severity in rTMS patients may be associated over the course of rTMS treatment time-points in individuals with higher levels of baseline pain.
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Affiliation(s)
- Angela L Phillips
- University of Washington School of Nursing, Box 357260, 1959 NE Pacific Street, Seattle, WA 98195, United States.
| | - Robert L Burr
- UW School of Nursing, Box 357266, 1959 NE Pacific Street, Seattle, WA 98195-7266, United States.
| | - David L Dunner
- Center for Anxiety and Depression, 400 Island Corporate Center, 7525 SE 24th St, Mercer Island, WA, United States.
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Tiemann L, Hohn VD, Ta Dinh S, May ES, Nickel MM, Gross J, Ploner M. Distinct patterns of brain activity mediate perceptual and motor and autonomic responses to noxious stimuli. Nat Commun 2018; 9:4487. [PMID: 30367033 PMCID: PMC6203833 DOI: 10.1038/s41467-018-06875-x] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 10/01/2018] [Indexed: 12/16/2022] Open
Abstract
Pain is a complex phenomenon involving perceptual, motor, and autonomic responses, but how the brain translates noxious stimuli into these different dimensions of pain is unclear. Here, we assessed perceptual, motor, and autonomic responses to brief noxious heat stimuli and recorded brain activity using electroencephalography (EEG) in humans. Multilevel mediation analysis reveals that each pain dimension is subserved by a distinct pattern of EEG responses and, conversely, that each EEG response differentially contributes to the different dimensions of pain. In particular, the translation of noxious stimuli into autonomic and motor responses involved the earliest N1 wave, whereas pain perception was mediated by later N2 and P2 waves. Gamma oscillations mediated motor responses rather than pain perception. These findings represent progress towards a mechanistic understanding of the brain processes translating noxious stimuli into pain and suggest that perceptual, motor, and autonomic dimensions of pain are partially independent rather than serial processes. Pain is a complex phenomenon involving not just the perception of pain, but also autonomic and motor responses. Here, the authors show that these different dimensions of pain are associated with distinct patterns of neural responses to noxious stimuli as measured using EEG.
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Affiliation(s)
- Laura Tiemann
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Vanessa D Hohn
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Son Ta Dinh
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Elisabeth S May
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Moritz M Nickel
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Joachim Gross
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Malmedyweg 15, 48149, Münster, Germany.,Centre for Cognitive Neuroimaging, University of Glasgow, 62 Hillhead Street, Glasgow, G12 8QB, UK
| | - Markus Ploner
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.
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Lin Q, Li L, Liu J, Liu W, Huang G, Zhang Z. Influence of Individual Differences in fMRI-Based Pain Prediction Models on Between-Individual Prediction Performance. Front Neurosci 2018; 12:569. [PMID: 30158851 PMCID: PMC6104174 DOI: 10.3389/fnins.2018.00569] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 07/27/2018] [Indexed: 12/20/2022] Open
Abstract
Decoding subjective pain perception from functional magnetic resonance imaging (fMRI) data using machine learning technique is gaining a growing interest. Despite the well-documented individual differences in pain experience and brain responses, it still remains unclear how and to what extent these individual differences affect the performance of between-individual fMRI-based pain prediction. The present study is aimed to examine the relationship between individual differences in pain prediction models and between-individual prediction error, and, further, to identify brain regions that contribute to between-individual prediction error. To this end, we collected and analyzed fMRI data and pain ratings in a laser-evoked pain experiment. By correlating different types of individual difference metrics with between-individual prediction error, we are able to quantify the influence of these individual differences on prediction performance and reveal a set of brain regions whose activities are related to prediction error. Interestingly, we found that the precuneus, which does not have predictive capability to pain, could also affect the prediction error. This study elucidates the influence of interindividual variability in pain on the between-individual prediction performance, and the results will be useful for the design of more accurate and robust fMRI-based pain prediction models.
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Affiliation(s)
- Qianqian Lin
- School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.,Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, China
| | - Linling Li
- School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.,Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, China
| | - Jia Liu
- School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.,Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, China
| | - Weixiang Liu
- School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.,Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, China
| | - Gan Huang
- School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.,Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, China
| | - Zhiguo Zhang
- School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China.,Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, China
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Wu T, Dufford AJ, Egan LJ, Mackie MA, Chen C, Yuan C, Chen C, Li X, Liu X, Hof PR, Fan J. Hick-Hyman Law is Mediated by the Cognitive Control Network in the Brain. Cereb Cortex 2018; 28:2267-2282. [PMID: 28531252 PMCID: PMC5998988 DOI: 10.1093/cercor/bhx127] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 05/01/2017] [Accepted: 05/04/2017] [Indexed: 01/14/2023] Open
Abstract
The Hick-Hyman law describes a linear increase in reaction time (RT) as a function of the information entropy of response selection, which is computed as the binary logarithm of the number of response alternatives. While numerous behavioral studies have provided evidence for the Hick-Hyman law, its neural underpinnings have rarely been examined and are still unclear. In this functional magnetic resonance imaging study, by utilizing a choice reaction time task to manipulate the entropy of response selection, we examined brain activity mediating the input and the output, as well as the connectivity between corresponding regions in human participants. Beyond confirming the Hick-Hyman law in RT performance, we found that activation of the cognitive control network (CCN) increased and activation of the default mode network (DMN) decreased, both as a function of entropy. However, only the CCN, but not the DMN, was involved in mediating the relationship between entropy and RT. The CCN was involved in both stages of uncertainty representation and response generation, while the DMN was mainly involved at the stage of uncertainty representation. These findings indicate that the CCN serves as a core entity underlying the Hick-Hyman law by coordinating uncertainty representation and response generation in the brain.
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Affiliation(s)
- Tingting Wu
- Department of Psychology, Queens College, The City University of New York, Queens, NY, USA
| | - Alexander J Dufford
- Department of Psychology, Queens College, The City University of New York, Queens, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Laura J Egan
- Department of Psychology, Queens College, The City University of New York, Queens, NY, USA
| | - Melissa-Ann Mackie
- Department of Psychology, Queens College, The City University of New York, Queens, NY, USA
- Department of Psychology, The Graduate Center, The City University of New York, New York, NY, USA
| | - Cong Chen
- Department of Computer Science, The Graduate Center, The City University of New York, New York, NY, USA
| | - Changhe Yuan
- Department of Computer Science, Queens College, The City University of New York, Queens, NY, USA
| | - Chao Chen
- Department of Computer Science, Queens College, The City University of New York, Queens, NY, USA
| | - Xiaobo Li
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, USA
| | - Xun Liu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China
| | - Patrick R Hof
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jin Fan
- Department of Psychology, Queens College, The City University of New York, Queens, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychology, The Graduate Center, The City University of New York, New York, NY, USA
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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65
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Lichtner G, Auksztulewicz R, Velten H, Mavrodis D, Scheel M, Blankenburg F, von Dincklage F. Nociceptive activation in spinal cord and brain persists during deep general anaesthesia. Br J Anaesth 2018; 121:291-302. [DOI: 10.1016/j.bja.2018.03.031] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Revised: 02/05/2018] [Accepted: 04/11/2018] [Indexed: 12/28/2022] Open
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66
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Pain processing in the human brainstem and spinal cord before, during, and after the application of noxious heat stimuli. Pain 2018; 159:2012-2020. [DOI: 10.1097/j.pain.0000000000001302] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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67
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Abstract
Changing one’s mind on the basis of new evidence is a hallmark of
cognitive flexibility. To revise our confidence in a previous decision, new
evidence should be used to update beliefs about choice accuracy, but how this
process unfolds in the human brain remains unknown. Here we manipulated whether
additional sensory evidence supports or negates a previous motion direction
discrimination judgment while recording markers of neural activity in the human
brain using fMRI. A signature of post-decision evidence (change in log-odds
correct) was selectively observed in the activity of posterior medial frontal
cortex (pMFC). In contrast, distinct activity profiles in anterior prefrontal
cortex (aPFC) mediated the impact of post-decision evidence on subjective
confidence, independently of changes in decision value. Together our findings
reveal candidate neural mediators of post-decisional changes of mind in the
human brain, and indicate possible targets for ameliorating deficits in
cognitive flexibility.
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Affiliation(s)
- Stephen M Fleming
- Wellcome Centre for Human Neuroimaging, University College London, London, UK. .,Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London, UK.
| | | | - Nathaniel D Daw
- Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA
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68
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Davis KD, Flor H, Greely HT, Iannetti GD, Mackey S, Ploner M, Pustilnik A, Tracey I, Treede RD, Wager TD. Brain imaging tests for chronic pain: medical, legal and ethical issues and recommendations. Nat Rev Neurol 2017; 13:624-638. [PMID: 28884750 DOI: 10.1038/nrneurol.2017.122] [Citation(s) in RCA: 172] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Chronic pain is the greatest source of disability globally and claims related to chronic pain feature in many insurance and medico-legal cases. Brain imaging (for example, functional MRI, PET, EEG and magnetoencephalography) is widely considered to have potential for diagnosis, prognostication, and prediction of treatment outcome in patients with chronic pain. In this Consensus Statement, a presidential task force of the International Association for the Study of Pain examines the capabilities of brain imaging in the diagnosis of chronic pain, and the ethical and legal implications of its use in this way. The task force emphasizes that the use of brain imaging in this context is in a discovery phase, but has the potential to increase our understanding of the neural underpinnings of chronic pain, inform the development of therapeutic agents, and predict treatment outcomes for use in personalized pain management. The task force proposes standards of evidence that must be satisfied before any brain imaging measure can be considered suitable for clinical or legal purposes. The admissibility of such evidence in legal cases also strongly depends on laws that vary between jurisdictions. For these reasons, the task force concludes that the use of brain imaging findings to support or dispute a claim of chronic pain - effectively as a pain lie detector - is not warranted, but that imaging should be used to further our understanding of the mechanisms underlying pain.
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Affiliation(s)
- Karen D Davis
- Division of Brain, Imaging and Behaviour - Systems Neuroscience, Krembil Research Institute, Toronto Western Hospital, University Health Network, 399 Bathurst Street, Room MP12-306, Toronto, Ontario M5T 2S8, Canada.,Department of Surgery, University of Toronto, 149 College Street, Toronto, Ontario M5T 1P5, Canada.,Institute of Medical Science, Faculty of Medicine, University of Toronto, Medical Sciences Building, 1 King's College Circle, Toronto, Ontario M5S 1A8, Canada
| | - Herta Flor
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Ruprecht-Karls-Universität Heidelberg, J5, D-86169 Mannheim, Germany
| | - Henry T Greely
- Stanford Program in Neuroscience and Society, Center for Law and the Biosciences, Stanford Law School, Stanford University, Stanford, California 94305-8610, USA
| | - Gian Domenico Iannetti
- Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1E 6BT, UK
| | - Sean Mackey
- Division of Pain Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, 1070 Arastradero, Suite 200, Palo Alto, California 94304, USA
| | - Markus Ploner
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, Ismaninger Str. 22, 81675 Munich, Germany
| | - Amanda Pustilnik
- Center for Law, Brain &Behavior, Massachusetts General Hospital, 55 Fruit Street, Boston, Massachusetts 02114, USA.,University of Maryland School of Law, 500 W. Baltimore Street, Baltimore, Maryland 21201, USA
| | - Irene Tracey
- Nuffield Department of Clinical Neurosciences, University of Oxford, West Wing, John Radcliffe Hospital, Oxford OX3 9DU, UK
| | - Rolf-Detlef Treede
- Center for Biomedicine and Medical Technology Mannheim, Heidelberg University, Ludolf-Krehl-Str. 13-17, 68167 Mannheim, Germany
| | - Tor D Wager
- Department of Psychology and Neuroscience, Muezinger D244, 345 UCB, Boulder, Colorado 80309-0345, USA.,Institute of Cognitive Science, University of Colorado, 344 UCB, Boulder, Colorado 80309-0344, USA
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69
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Castillo D, Ernst T, Cunningham E, Chang L. Altered Associations between Pain Symptoms and Brain Morphometry in the Pain Matrix of HIV-Seropositive Individuals. J Neuroimmune Pharmacol 2017; 13:77-89. [PMID: 28866752 DOI: 10.1007/s11481-017-9762-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 08/21/2017] [Indexed: 02/06/2023]
Abstract
Pain remains highly prevalent in HIV-seropositive (HIV+) patients despite their well-suppressed viremia with combined antiretroviral therapy. Investigating brain abnormalities within the pain matrix, and in relation to pain symptoms, in HIV+ participants may provide objective biomarkers and insights regarding their pain symptoms. We used Patient-Reported Outcome Measurement Information System (PROMIS®) pain questionnaire to evaluate pain symptoms (pain intensity, pain interference and pain behavior), and structural MRI to assess brain morphometry using FreeSurfer (cortical area, cortical thickness and subcortical volumes were evaluated in 12 regions within the pain matrix). Compared to seronegative (SN) controls, HIV+ participants had smaller surface areas in prefrontal pars triangularis (right: p = 0.04, left: p = 0.007) and right anterior cingulate cortex (p = 0.03) and smaller subcortical regions (thalamus: p ≤ 0.003 bilaterally; right putamen: p = 0.01), as well as higher pain scores (pain intensity-p = 0.005; pain interference-p = 0.008; pain-behavior-p = 0.04). Furthermore, higher pain scores were associated with larger cortical areas, thinner cortices and larger subcortical volumes in HIV+ participants; but smaller cortical areas, thicker cortices and smaller subcortical volumes in SN controls (interaction-p = 0.009 to p = 0.04). These group differences in the pain-associated brain abnormalities suggest that HIV+ individuals have abnormal pain responses. Since these abnormal pain-associated brain regions belong to the affective component of the pain matrix, affective symptoms may influence pain perception in HIV+ patients and should be treated along with their physical pain symptoms. Lastly, associations of lower pain scores with better physical or mental health scores, regardless of HIV-serostatus (p < 0.001), suggest adequate pain treatment would lead to better quality of life in all participants.
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Affiliation(s)
- Deborrah Castillo
- John A. Burns School of Medicine, Neuroscience and MR Research Program, University of Hawaii at Manoa, 1356 Lusitana Street, 7th Floor, Honolulu, HI, 96813, USA
| | - Thomas Ernst
- John A. Burns School of Medicine, Neuroscience and MR Research Program, University of Hawaii at Manoa, 1356 Lusitana Street, 7th Floor, Honolulu, HI, 96813, USA
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 419 W. Redwood Street, Suite 225, Baltimore, MD, 21201, USA
| | - Eric Cunningham
- John A. Burns School of Medicine, Neuroscience and MR Research Program, University of Hawaii at Manoa, 1356 Lusitana Street, 7th Floor, Honolulu, HI, 96813, USA
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 419 W. Redwood Street, Suite 225, Baltimore, MD, 21201, USA
| | - Linda Chang
- John A. Burns School of Medicine, Neuroscience and MR Research Program, University of Hawaii at Manoa, 1356 Lusitana Street, 7th Floor, Honolulu, HI, 96813, USA.
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 419 W. Redwood Street, Suite 225, Baltimore, MD, 21201, USA.
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70
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Huang L, Reiss PT, Xiao L, Zipunnikov V, Lindquist MA, Crainiceanu CM. Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data. Biostatistics 2017; 18:214-229. [PMID: 27578805 DOI: 10.1093/biostatistics/kxw040] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Accepted: 07/21/2016] [Indexed: 11/13/2022] Open
Abstract
Many modern neuroimaging studies acquire large spatial images of the brain observed sequentially over time. Such data are often stored in the forms of matrices. To model these matrix-variate data we introduce a class of separable processes using explicit latent process modeling. To account for the size and two-way structure of the data, we extend principal component analysis to achieve dimensionality reduction at the individual level. We introduce necessary identifiability conditions for each model and develop scalable estimation procedures. The method is motivated by and applied to a functional magnetic resonance imaging study designed to analyze the relationship between pain and brain activity.
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71
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Quantifying cerebral contributions to pain beyond nociception. Nat Commun 2017; 8:14211. [PMID: 28195170 PMCID: PMC5316889 DOI: 10.1038/ncomms14211] [Citation(s) in RCA: 114] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Accepted: 12/05/2016] [Indexed: 12/21/2022] Open
Abstract
Cerebral processes contribute to pain beyond the level of nociceptive input and mediate psychological and behavioural influences. However, cerebral contributions beyond nociception are not yet well characterized, leading to a predominant focus on nociception when studying pain and developing interventions. Here we use functional magnetic resonance imaging combined with machine learning to develop a multivariate pattern signature-termed the stimulus intensity independent pain signature-1 (SIIPS1)-that predicts pain above and beyond nociceptive input in four training data sets (Studies 1-4, N=137). The SIIPS1 includes patterns of activity in nucleus accumbens, lateral prefrontal and parahippocampal cortices, and other regions. In cross-validated analyses of Studies 1-4 and in two independent test data sets (Studies 5-6, N=46), SIIPS1 responses explain variation in trial-by-trial pain ratings not captured by a previous fMRI-based marker for nociceptive pain. In addition, SIIPS1 responses mediate the pain-modulating effects of three psychological manipulations of expectations and perceived control. The SIIPS1 provides an extensible characterization of cerebral contributions to pain and specific brain targets for interventions.
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72
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Nickel MM, May ES, Tiemann L, Schmidt P, Postorino M, Ta Dinh S, Gross J, Ploner M. Brain oscillations differentially encode noxious stimulus intensity and pain intensity. Neuroimage 2017; 148:141-147. [PMID: 28069543 PMCID: PMC5349759 DOI: 10.1016/j.neuroimage.2017.01.011] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 12/31/2016] [Accepted: 01/05/2017] [Indexed: 12/29/2022] Open
Abstract
Noxious stimuli induce physiological processes which commonly translate into pain. However, under certain conditions, pain intensity can substantially dissociate from stimulus intensity, e.g. during longer-lasting pain in chronic pain syndromes. How stimulus intensity and pain intensity are differentially represented in the human brain is, however, not yet fully understood. We therefore used electroencephalography (EEG) to investigate the cerebral representation of noxious stimulus intensity and pain intensity during 10 min of painful heat stimulation in 39 healthy human participants. Time courses of objective stimulus intensity and subjective pain ratings indicated a dissociation of both measures. EEG data showed that stimulus intensity was encoded by decreases of neuronal oscillations at alpha and beta frequencies in sensorimotor areas. In contrast, pain intensity was encoded by gamma oscillations in the medial prefrontal cortex. Contrasting right versus left hand stimulation revealed that the encoding of stimulus intensity in contralateral sensorimotor areas depended on the stimulation side. In contrast, a conjunction analysis of right and left hand stimulation revealed that the encoding of pain in the medial prefrontal cortex was independent of the side of stimulation. Thus, the translation of noxious stimulus intensity into pain is associated with a change from a spatially specific representation of stimulus intensity by alpha and beta oscillations in sensorimotor areas to a spatially independent representation of pain by gamma oscillations in brain areas related to cognitive and affective-motivational processes. These findings extend the understanding of the brain mechanisms of nociception and pain and their dissociations during longer-lasting pain as a key symptom of chronic pain syndromes. Stimulus intensity is encoded by alpha/beta oscillations in sensorimotor areas. Pain intensity is encoded by gamma oscillations in the medial prefrontal cortex. The encoding of stimulus intensity depends on stimulation side. The encoding of pain is independent of stimulation side.
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Affiliation(s)
- Moritz M Nickel
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, 81675 Munich, Germany
| | - Elisabeth S May
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, 81675 Munich, Germany
| | - Laura Tiemann
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, 81675 Munich, Germany
| | - Paul Schmidt
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, 81675 Munich, Germany
| | - Martina Postorino
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, 81675 Munich, Germany
| | - Son Ta Dinh
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, 81675 Munich, Germany
| | - Joachim Gross
- Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, UK
| | - Markus Ploner
- Department of Neurology and TUM-Neuroimaging Center, Technische Universität München, 81675 Munich, Germany.
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73
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Mental Health Comorbidities in Pediatric Chronic Pain: A Narrative Review of Epidemiology, Models, Neurobiological Mechanisms and Treatment. CHILDREN-BASEL 2016; 3:children3040040. [PMID: 27918444 PMCID: PMC5184815 DOI: 10.3390/children3040040] [Citation(s) in RCA: 88] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 11/15/2016] [Accepted: 11/21/2016] [Indexed: 12/12/2022]
Abstract
Chronic pain during childhood and adolescence can lead to persistent pain problems and mental health disorders into adulthood. Posttraumatic stress disorders and depressive and anxiety disorders are mental health conditions that co-occur at high rates in both adolescent and adult samples, and are linked to heightened impairment and disability. Comorbid chronic pain and psychopathology has been explained by the presence of shared neurobiology and mutually maintaining cognitive-affective and behavioral factors that lead to the development and/or maintenance of both conditions. Particularly within the pediatric chronic pain population, these factors are embedded within the broader context of the parent-child relationship. In this review, we will explore the epidemiology of, and current working models explaining, these comorbidities. Particular emphasis will be made on shared neurobiological mechanisms, given that the majority of previous research to date has centered on cognitive, affective, and behavioral mechanisms. Parental contributions to co-occurring chronic pain and psychopathology in childhood and adolescence will be discussed. Moreover, we will review current treatment recommendations and future directions for both research and practice. We argue that the integration of biological and behavioral approaches will be critical to sufficiently address why these comorbidities exist and how they can best be targeted in treatment.
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74
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Serotonin transporter polymorphism alters citalopram effects on human pain responses to physical pain. Neuroimage 2016; 135:186-96. [DOI: 10.1016/j.neuroimage.2016.04.064] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Revised: 04/23/2016] [Accepted: 04/26/2016] [Indexed: 11/20/2022] Open
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75
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Cottam WJ, Condon L, Alshuft H, Reckziegel D, Auer DP. Associations of limbic-affective brain activity and severity of ongoing chronic arthritis pain are explained by trait anxiety. Neuroimage Clin 2016; 12:269-76. [PMID: 27504262 PMCID: PMC4969259 DOI: 10.1016/j.nicl.2016.06.022] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Revised: 06/29/2016] [Accepted: 06/30/2016] [Indexed: 12/25/2022]
Abstract
Functional magnetic resonance imaging studies (fMRI) have transformed our understanding of central processing of evoked pain but the typically used block and event-related designs are not best suited to the study of ongoing pain. Here we used arterial spin labelling (ASL) for cerebral blood flow mapping to characterise the neural correlates of perceived intensity of osteoarthritis (OA) pain and its interrelation with negative affect. Twenty-six patients with painful knee OA and twenty-seven healthy controls underwent pain phenotyping and ASL MRI at 3T. Intensity of OA pain correlated positively with blood flow in the anterior mid-cingulate cortex (aMCC), subgenual cingulate cortex (sgACC), bilateral hippocampi, bilateral amygdala, left central operculum, mid-insula, putamen and the brainstem. Additional control for trait anxiety scores reduced the pain-CBF association to the aMCC, whilst pain catastrophizing scores only explained some of the limbic correlations. In conclusion, we found that neural correlates of reported intensity of ongoing chronic pain intensity mapped to limbic-affective circuits, and that the association pattern apart from aMCC was explained by trait anxiety thus highlighting the importance of aversiveness in the experience of clinical pain.
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Affiliation(s)
- William J. Cottam
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, UK
| | - Laura Condon
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, UK
| | - Hamza Alshuft
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, UK
| | - Diane Reckziegel
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, UK
| | - Dorothee P. Auer
- Arthritis Research UK Pain Centre, University of Nottingham, Nottingham, UK
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Division of Clinical Neuroscience, Radiological Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, UK
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76
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Atlas LY, Doll BB, Li J, Daw ND, Phelps EA. Instructed knowledge shapes feedback-driven aversive learning in striatum and orbitofrontal cortex, but not the amygdala. eLife 2016; 5. [PMID: 27171199 PMCID: PMC4907691 DOI: 10.7554/elife.15192] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Accepted: 05/08/2016] [Indexed: 11/16/2022] Open
Abstract
Socially-conveyed rules and instructions strongly shape expectations and emotions. Yet most neuroscientific studies of learning consider reinforcement history alone, irrespective of knowledge acquired through other means. We examined fear conditioning and reversal in humans to test whether instructed knowledge modulates the neural mechanisms of feedback-driven learning. One group was informed about contingencies and reversals. A second group learned only from reinforcement. We combined quantitative models with functional magnetic resonance imaging and found that instructions induced dissociations in the neural systems of aversive learning. Responses in striatum and orbitofrontal cortex updated with instructions and correlated with prefrontal responses to instructions. Amygdala responses were influenced by reinforcement similarly in both groups and did not update with instructions. Results extend work on instructed reward learning and reveal novel dissociations that have not been observed with punishments or rewards. Findings support theories of specialized threat-detection and may have implications for fear maintenance in anxiety. DOI:http://dx.doi.org/10.7554/eLife.15192.001 Around the start of the twentieth century, Pavlov discovered that dogs salivate upon hearing a bell that has previously signaled that food is available. This phenomenon, in which a neutral stimulus (the bell) becomes associated with a particular outcome (such as food), is known as classical conditioning. The network of brain regions that supports this process – which includes the striatum, the amygdala and the prefrontal cortex – seems to work in a similar way across most animal species, including humans. However, humans don’t learn only through experience or trial-and-error. We do not need to burn our hands to learn not to touch a hot stove: a verbal warning from others is usually sufficient. Experiments have shown that giving people verbal instructions on how to obtain rewards alters the activity of the striatum and prefrontal cortex. That is, the instructions interact with the circuit that also supports learning through experience. But is this the case for learning how to avoid punishments? That process depends largely on the amygdala, and it is possible that systems designed to detect threats may be less sensitive to verbal warnings. To address this question, Atlas et al. taught people to associate one image with a mild electric shock, and another with the absence of a shock. After a number of trials, the relationships were reversed so that the previously neutral picture now predicted a shock and vice versa. Telling the participants about the reversal in advance triggered changes in the activity of the striatum and part of the prefrontal cortex. By contrast, such warnings had no effect on the amygdala. Instead, the activity of the amygdala changed only after the volunteers had experienced for themselves the new relationship between the pictures and the shocks. A key next step is to find out whether this distinction between the two types of learning signals (those that can be updated by instructions and those that cannot) is specific to humans. While the current study relied upon language, there are other methods that could be used to explore this issue in animals. Furthermore, knowing that the human brain has a specialized threat detection system that is less sensitive to instructions could help us to understand and treat anxiety disorders. Atlas et al. hope to test this possibility directly in the future. DOI:http://dx.doi.org/10.7554/eLife.15192.002
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Affiliation(s)
- Lauren Y Atlas
- National Center for Complementary and Integrative Health, National Institutes of Health, Bethesda, United States.,National Institute on Drug Abuse, National Institutes of Health, Bayview, United States
| | - Bradley B Doll
- Center for Neural Sciences, New York University, New York, United States.,Department of Psychology, Columbia University, New York, United States
| | - Jian Li
- Department of Psychology, Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China.,PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing, China
| | - Nathaniel D Daw
- Department of Psychology, Princeton Neuroscience Institute, Princeton University, Princeton, United States
| | - Elizabeth A Phelps
- Center for Neural Sciences, New York University, New York, United States.,Department of Psychology, New York University, New York, United States.,Nathan Kline Institute, Orangeburg, United States
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77
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Stancak A, Cook S, Wright H, Fallon N. Mapping multidimensional pain experience onto electrophysiological responses to noxious laser heat stimuli. Neuroimage 2016; 125:244-255. [PMID: 26477652 DOI: 10.1016/j.neuroimage.2015.10.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Revised: 09/29/2015] [Accepted: 10/11/2015] [Indexed: 11/30/2022] Open
Abstract
The origin of the conscious experience of pain in the brain is a continuing enigma in neuroscience. To shed light on the brain representation of a multifaceted pain experience in humans, we combined multivariate analysis of subjective aspects of pain sensations with detailed, single-trial analysis of electrophysiological brain responses. Participants were asked to fully focus on any painful or non-painful sensations occurring in their left hand during an interval surrounding the onset of noxious laser heat stimuli, and to rate their sensations using a set of visual analogue scales. Statistical parametric mapping was used to compute a multivariate regression analysis of subjective responses and single-trial laser evoked potentials (LEPs) at subject and group levels. Standardized Low Resolution Electromagnetic Tomography method was used to reconstruct sources of LEPs. Factor analysis of subjective responses yielded five factors. Factor 1, representing pain, mapped firstly as a negative potential at the vertex and a positive potential at the fronto-temporal region during the 208-260ms interval, and secondly as a strong negative potential in the right lateral frontal and prefrontal scalp regions during the 1292-1340ms interval. Three other factors, labelled "anticipated pain", "stimulus onset time", and "body sensations", represented non-specific aspects of the pain experience, and explained portions of LEPs in the latency range from 200ms to 700ms. The subjective space of pain during noxious laser stimulation is represented by one large factor featuring pain intensity, and by other factors accounting for non-specific parts of the sensory experience. Pain is encoded in two separate latency components with different scalp and brain representations.
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Affiliation(s)
- Andrej Stancak
- Department of Psychological Sciences, University of Liverpool, Liverpool L69 7ZA, UK.
| | - Stephanie Cook
- Department of Psychological Sciences, University of Liverpool, Liverpool L69 7ZA, UK
| | - Hazel Wright
- Department of Psychological Sciences, University of Liverpool, Liverpool L69 7ZA, UK
| | - Nicholas Fallon
- Department of Psychological Sciences, University of Liverpool, Liverpool L69 7ZA, UK
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78
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Bonenberger M, Plener PL, Groschwitz RC, Grön G, Abler B. Differential neural processing of unpleasant haptic sensations in somatic and affective partitions of the insula in non-suicidal self-injury (NSSI). Psychiatry Res 2015; 234:298-304. [PMID: 26527172 DOI: 10.1016/j.pscychresns.2015.10.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Revised: 10/01/2015] [Accepted: 10/14/2015] [Indexed: 11/24/2022]
Abstract
Altered perception and neural processing of pain have been observed during non-suicidal self-injury (NSSI). Evidence suggests that this phenomenon could be associated with the affective rather than the somatosensory dimension of pain. Sub-partitions of the insula have been suggested to process these different aspects differentially. In the present study, activation within the posterior, middle, and anterior partitions of the insula upon unpleasant electric stimulation was compared between subjects with a history of NSSI and healthy controls. Using functional magnetic resonance imaging (fMRI), we investigated a sample of 30 subjects, 14 of them with a lifetime history of NSSI. Unpleasant electric stimulation to the dorsum of the non-dominant hand was performed at four levels of increasing intensity. Significantly increasing posterior insula activation, which is likely to reflect the somatosensory aspects of unpleasant haptic sensations, was found upon parametrically increasing electric stimulation in both groups. By contrast, activation of the anterior insula, rather related to the more affective aspects of distressing stimuli, was significantly modulated only in the control group, but not in subjects with NSSI. These findings may support present hypotheses of altered processing of the more affective aspects of unpleasant or distressing experiences in NSSI, as a putatively relevant factor for understanding the etiology of this behavior.
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Affiliation(s)
- Martina Bonenberger
- Department of Child and Adolescent Psychiatry and Psychotherapy, Ulm University, Ulm, Germany.
| | - Paul L Plener
- Department of Child and Adolescent Psychiatry and Psychotherapy, Ulm University, Ulm, Germany
| | - Rebecca C Groschwitz
- Department of Child and Adolescent Psychiatry and Psychotherapy, Ulm University, Ulm, Germany
| | - Georg Grön
- Department of Psychiatry and Psychotherapy, Ulm University, Ulm, Germany
| | - Birgit Abler
- Department of Psychiatry and Psychotherapy, Ulm University, Ulm, Germany
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79
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Mariano TY, Van't Wout M, Garnaat SL, Rasmussen SA, Greenberg BD. Transcranial Direct Current Stimulation (tDCS) Targeting Left Dorsolateral Prefrontal Cortex Modulates Task-Induced Acute Pain in Healthy Volunteers. PAIN MEDICINE 2015; 17:737-45. [PMID: 26814276 DOI: 10.1093/pm/pnv042] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Accepted: 09/30/2015] [Indexed: 11/14/2022]
Abstract
OBJECTIVE Current chronic pain treatments target nociception rather than affective "suffering" and its associated functional and psychiatric comorbidities. The left dorsolateral prefrontal cortex (DLPFC) has been implicated in affective, cognitive, and attentional aspects of pain and is a primary target of neuromodulation for affective disorders. Transcranial direct current stimulation (tDCS) can non-invasively modulate cortical activity. The present study tests whether anodal tDCS targeting the left DLPFC will increase tolerability of acute painful stimuli vs cathodal tDCS. METHODS Forty tDCS-naive healthy volunteers received anodal and cathodal stimulation targeting the left DLPFC in two randomized and counterbalanced sessions. During stimulation, each participant performed cold pressor (CP) and breath holding (BH) tasks. We measured pain intensity with the Defense and Veterans Pain Rating Scale (DVPRS) before and after each task. RESULTS Mixed ANOVA revealed no main effect of stimulation polarity for mean CP threshold, tolerance, or endurance, or mean BH time (allP > 0.27). However, DVPRS rise associated with CP was significantly smaller with anodal vs cathodal tDCS (P = 0.024). We further observed a significant tDCS polarity × stimulation order interaction (P = 0.042) on CP threshold, suggesting task sensitization. CONCLUSIONS Although our results do not suggest that polarity of tDCS targeting the left DLPFC differentially modulates the tolerability of CP- and BH-related pain distress in healthy volunteers, there was a significant effect on DVPRS pain ratings. This contrasts with our previous findings that tDCS targeting the left dorsal anterior cingulate cortex showed a trend toward higher mean CP tolerance with cathodal vs anodal stimulation. The present results may suggest tDCS-related effects on nociception or DLPFC-mediated attention, or preferential modulation of the affective valence of pain as captured by the DVPRS. Sham-controlled clinical studies are needed.
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Affiliation(s)
- Timothy Y Mariano
- *Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, Rhode Island Center of Excellence for Neurorestoration and Neurotechnology, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
| | - Mascha Van't Wout
- *Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, Rhode Island Center of Excellence for Neurorestoration and Neurotechnology, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
| | - Sarah L Garnaat
- *Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, Rhode Island
| | - Steven A Rasmussen
- *Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, Rhode Island Center of Excellence for Neurorestoration and Neurotechnology, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
| | - Benjamin D Greenberg
- *Department of Psychiatry and Human Behavior, Warren Alpert Medical School, Brown University, Providence, Rhode Island Center of Excellence for Neurorestoration and Neurotechnology, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
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80
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Lindquist MA, Krishnan A, López-Solà M, Jepma M, Woo CW, Koban L, Roy M, Atlas LY, Schmidt L, Chang LJ, Reynolds Losin EA, Eisenbarth H, Ashar YK, Delk E, Wager TD. Group-regularized individual prediction: theory and application to pain. Neuroimage 2015; 145:274-287. [PMID: 26592808 DOI: 10.1016/j.neuroimage.2015.10.074] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2015] [Revised: 09/30/2015] [Accepted: 10/24/2015] [Indexed: 12/13/2022] Open
Abstract
Multivariate pattern analysis (MVPA) has become an important tool for identifying brain representations of psychological processes and clinical outcomes using fMRI and related methods. Such methods can be used to predict or 'decode' psychological states in individual subjects. Single-subject MVPA approaches, however, are limited by the amount and quality of individual-subject data. In spite of higher spatial resolution, predictive accuracy from single-subject data often does not exceed what can be accomplished using coarser, group-level maps, because single-subject patterns are trained on limited amounts of often-noisy data. Here, we present a method that combines population-level priors, in the form of biomarker patterns developed on prior samples, with single-subject MVPA maps to improve single-subject prediction. Theoretical results and simulations motivate a weighting based on the relative variances of biomarker-based prediction-based on population-level predictive maps from prior groups-and individual-subject, cross-validated prediction. Empirical results predicting pain using brain activity on a trial-by-trial basis (single-trial prediction) across 6 studies (N=180 participants) confirm the theoretical predictions. Regularization based on a population-level biomarker-in this case, the Neurologic Pain Signature (NPS)-improved single-subject prediction accuracy compared with idiographic maps based on the individuals' data alone. The regularization scheme that we propose, which we term group-regularized individual prediction (GRIP), can be applied broadly to within-person MVPA-based prediction. We also show how GRIP can be used to evaluate data quality and provide benchmarks for the appropriateness of population-level maps like the NPS for a given individual or study.
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Affiliation(s)
| | - Anjali Krishnan
- University of Colorado Boulder, USA; Brooklyn College of the City University of New York, USA
| | | | | | | | | | | | - Lauren Y Atlas
- National Center for Complementary and Integrative Health, National Institutes of Health, USA
| | - Liane Schmidt
- INSEAD, France; Cognitive Neuroscience Laboratory, INSERM U960, Department of Cognitive Sciences, Ecole Normale Supérieure, Paris, France
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81
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Inter-individual differences in pain processing investigated by functional magnetic resonance imaging of the brainstem and spinal cord. Neuroscience 2015; 307:231-41. [DOI: 10.1016/j.neuroscience.2015.08.059] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Revised: 08/23/2015] [Accepted: 08/24/2015] [Indexed: 01/01/2023]
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82
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Polymorphism in the µ-opioid receptor gene (OPRM1) modulates neural processing of physical pain, social rejection and error processing. Exp Brain Res 2015; 233:2517-26. [PMID: 26019010 DOI: 10.1007/s00221-015-4322-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Accepted: 05/11/2015] [Indexed: 10/23/2022]
Abstract
Variations of the µ-opioid receptor gene OPRM1 have been shown to modulate pain perception with some evidence pointing towards a modulation of not only physical but also "psychological pain". In line with suggestions of a common neural network involved in the processing of physical pain and negative and distressing stimuli, like social rejection as a psychologically harmful event, we examined the influence of the A118G polymorphism on the neural processing of physical and non-physical pain. Using fMRI, we investigated a sample of 23 females with the more frequent AA genotype, and eight females with the relatively rare but more pain-sensitive AG genotype during electrical stimulation to the dorsum of the non-dominant hand. Non-physical pain was investigated using Cyberball, a virtual ball-tossing game, to induce experiences of non-self-dependent social rejection. A Go/NoGo task with an increased risk of self-dependent erroneous performance was used as a control task to investigate the effects of negative feedback as a more cognitive form of distress. Relative to A118G homozygous A-allele carriers, G-allele carriers showed significantly increased activation of the supplementary motor area/superior frontal gyrus and the precentral gyrus during electrical stimulation. Increased activation of the secondary sensorimotor cortex (SII) was found during social exclusion and during negative feedback. We demonstrate that brain regions particularly related to the somatosensory component of pain processing are modulated by variations in OPRM1. Influences were evident for both physical and psychological pain processing supporting the assumption of shared neural pathways.
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83
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Niesters M, Sitsen E, Oudejans L, Vuyk J, Aarts LPHJ, Rombouts SARB, de Rover M, Khalili-Mahani N, Dahan A. Effect of deafferentation from spinal anesthesia on pain sensitivity and resting-state functional brain connectivity in healthy male volunteers. Brain Connect 2015; 4:404-16. [PMID: 24901040 DOI: 10.1089/brain.2014.0247] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Patients may perceive paradoxical heat sensation during spinal anesthesia. This could be due to deafferentation-related functional changes at cortical, subcortical, or spinal levels. In the current study, the effect of spinal deafferentation on sensory (pain) sensitivity was studied and linked to whole-brain functional connectivity as assessed by resting-state functional magnetic resonance imaging (RS-fMRI) imaging. Deafferentation was induced by sham or spinal anesthesia (15 mg bupivacaine injected at L3-4) in 12 male volunteers. RS-fMRI brain connectivity was determined in relation to eight predefined and seven thalamic resting-state networks (RSNs) and measured before, and 1 and 2 h after spinal/sham injection. To measure the effect of deafferentation on pain sensitivity, responses to heat pain were measured at 15-min intervals on nondeafferented skin and correlated to RS-fMRI connectivity data. Spinal anesthesia altered functional brain connectivity within brain regions involved in the sensory discriminative (i.e., pain intensity related) and affective dimensions of pain perception in relation to somatosensory and thalamic RSNs. A significant enhancement of pain sensitivity on nondeafferented skin was observed after spinal anesthesia compared to sham (area-under-the-curve [mean (SEM)]: 190.4 [33.8] versus 13.7 [7.2]; p<0.001), which significantly correlated to functional connectivity changes observed within the thalamus in relation to the thalamo-prefrontal network, and in the anterior cingulate cortex and insula in relation to the thalamo-parietal network. Enhanced pain sensitivity from spinal deafferentation correlated with functional connectivity changes within brain regions involved in affective and sensory pain processing and areas involved in descending control of pain.
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Affiliation(s)
- Marieke Niesters
- 1 Department of Anesthesiology, Leiden University Medical Center , Leiden, The Netherlands
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84
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Kucyi A, Davis KD. The dynamic pain connectome. Trends Neurosci 2015; 38:86-95. [DOI: 10.1016/j.tins.2014.11.006] [Citation(s) in RCA: 271] [Impact Index Per Article: 27.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Revised: 11/24/2014] [Accepted: 11/30/2014] [Indexed: 01/29/2023]
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85
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Raison CL, Hale MW, Williams LE, Wager TD, Lowry CA. Somatic influences on subjective well-being and affective disorders: the convergence of thermosensory and central serotonergic systems. Front Psychol 2015; 5:1580. [PMID: 25628593 PMCID: PMC4292224 DOI: 10.3389/fpsyg.2014.01580] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2014] [Accepted: 12/21/2014] [Indexed: 12/20/2022] Open
Abstract
Current theories suggest that the brain is the sole source of mental illness. However, affective disorders, and major depressive disorder (MDD) in particular, may be better conceptualized as brain-body disorders that involve peripheral systems as well. This perspective emphasizes the embodied, multifaceted physiology of well-being, and suggests that afferent signals from the body may contribute to cognitive and emotional states. In this review, we focus on evidence from preclinical and clinical studies suggesting that afferent thermosensory signals contribute to well-being and depression. Although thermoregulatory systems have traditionally been conceptualized as serving primarily homeostatic functions, increasing evidence suggests neural pathways responsible for regulating body temperature may be linked more closely with emotional states than previously recognized, an affective warmth hypothesis. Human studies indicate that increasing physical warmth activates brain circuits associated with cognitive and affective functions, promotes interpersonal warmth and prosocial behavior, and has antidepressant effects. Consistent with these effects, preclinical studies in rodents demonstrate that physical warmth activates brain serotonergic neurons implicated in antidepressant-like effects. Together, these studies suggest that (1) thermosensory pathways interact with brain systems that control affective function, (2) these pathways are dysregulated in affective disorders, and (3) activating warm thermosensory pathways promotes a sense of well-being and has therapeutic potential in the treatment of affective disorders.
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Affiliation(s)
- Charles L. Raison
- Department of Psychiatry, Norton School of Family and Consumer Sciences, College of Medicine, College of Agriculture and Life Sciences, University of ArizonaTucson, AZ, USA
| | - Matthew W. Hale
- Department of Psychology, School of Psychological Science, La Trobe UniversityBundoora, Australia
| | - Lawrence E. Williams
- Marketing Division, Leeds School of Business, University of Colorado BoulderBoulder, CO, USA
| | - Tor D. Wager
- Department of Psychology and Neuroscience, University of Colorado BoulderBoulder, CO, USA
| | - Christopher A. Lowry
- Department of Integrative Physiology, University of Colorado BoulderBoulder, CO, USA
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86
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Woo CW, Roy M, Buhle JT, Wager TD. Distinct brain systems mediate the effects of nociceptive input and self-regulation on pain. PLoS Biol 2015; 13:e1002036. [PMID: 25562688 PMCID: PMC4285399 DOI: 10.1371/journal.pbio.1002036] [Citation(s) in RCA: 190] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 11/21/2014] [Indexed: 12/19/2022] Open
Abstract
Two distinct parallel neural systems independently contribute to our overall experience of pain – separately modulated by noxious input and by cognitive self-regulation. Cognitive self-regulation can strongly modulate pain and emotion. However, it is unclear whether self-regulation primarily influences primary nociceptive and affective processes or evaluative ones. In this study, participants engaged in self-regulation to increase or decrease pain while experiencing multiple levels of painful heat during functional magnetic resonance imaging (fMRI) imaging. Both heat intensity and self-regulation strongly influenced reported pain, but they did so via two distinct brain pathways. The effects of stimulus intensity were mediated by the neurologic pain signature (NPS), an a priori distributed brain network shown to predict physical pain with over 90% sensitivity and specificity across four studies. Self-regulation did not influence NPS responses; instead, its effects were mediated through functional connections between the nucleus accumbens and ventromedial prefrontal cortex. This pathway was unresponsive to noxious input, and has been broadly implicated in valuation, emotional appraisal, and functional outcomes in pain and other types of affective processes. These findings provide evidence that pain reports are associated with two dissociable functional systems: nociceptive/affective aspects mediated by the NPS, and evaluative/functional aspects mediated by a fronto-striatal system. Does cognitive self-regulation influence pain experience by affecting the primary representations of painful (nociceptive) stimuli in the brain? Or does it regulate reported pain via a neural pathway that is distinct from the one that mediates nociceptive pain? The present study demonstrates that nociceptive and cognitive manipulations of pain influence two distinct, separable neural systems, which operate together to construct the pain experience. The neurologic pain signature (NPS) mediates the effects of noxious input, whereas a fronto-striatal pathway connecting nucleus accumbens and ventromedial prefrontal cortex mediates the effects of cognitive self-regulation of pain. These findings help move the field beyond the “one system” view of pain as a primarily nociceptive process, and provide a foundation for new approaches to multidimensional pain assessment and treatment.
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Affiliation(s)
- Choong-Wan Woo
- Department of Psychology and Neuroscience, University of Colorado, Boulder, Colorado, United States of America
- Institute of Cognitive Science, University of Colorado, Boulder, Colorado, United States of America
| | - Mathieu Roy
- Department of Psychology and Neuroscience, University of Colorado, Boulder, Colorado, United States of America
- Institute of Cognitive Science, University of Colorado, Boulder, Colorado, United States of America
| | - Jason T. Buhle
- Department of Psychology, Columbia University, New York, New York, United States of America
| | - Tor D. Wager
- Department of Psychology and Neuroscience, University of Colorado, Boulder, Colorado, United States of America
- Institute of Cognitive Science, University of Colorado, Boulder, Colorado, United States of America
- * E-mail:
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87
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Altered Brain Activation in Early Drug-Naive Parkinson's Disease during Heat Pain Stimuli: An fMRI Study. PARKINSONS DISEASE 2015; 2015:273019. [PMID: 25628915 PMCID: PMC4299805 DOI: 10.1155/2015/273019] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2014] [Revised: 12/15/2014] [Accepted: 12/16/2014] [Indexed: 02/05/2023]
Abstract
Parkinson's disease (PD) is a progressive neurodegenerative disease characterized by motor and nonmotor signs and symptoms. To date, many studies of PD have focused on its cardinal motor symptoms. To study the nonmotor signs of early PD, we investigated the reactions solicited by heat pain stimuli in early untreated PD patients without pain using fMRI. The activation patterns of contact heat stimuli (51°C) were assessed in 14 patients and 17 age- and sex-matched healthy controls. Patients with PD showed significant decreases in activation of the superior temporal gyrus (STG) and insula compared with controls. In addition, a significant relationship between activation of the insula and STG and the pain scores was observed in healthy controls but not in PD. This study provided further support that the insula and STG are important parts of the somatosensory circuitry recruited during the period of pain. The hypoactivity of the STG and insula in PD implied that functions including affective, cognitive, and sensory-discriminative processes, which are associated with the insula and STG, were disturbed. This finding supports the view that leaving early PD untreated could be tied directly to central nervous system dysfunction.
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88
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FeldmanHall O, Dalgleish T, Evans D, Mobbs D. Empathic concern drives costly altruism. Neuroimage 2014; 105:347-56. [PMID: 25462694 PMCID: PMC4275572 DOI: 10.1016/j.neuroimage.2014.10.043] [Citation(s) in RCA: 159] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Revised: 10/14/2014] [Accepted: 10/15/2014] [Indexed: 01/10/2023] Open
Abstract
Why do we self-sacrifice to help others in distress? Two competing theories have emerged, one suggesting that prosocial behavior is primarily motivated by feelings of empathic other-oriented concern, the other that we help mainly because we are egoistically focused on reducing our own discomfort. Here we explore the relationship between costly altruism and these two sub-processes of empathy, specifically drawing on the caregiving model to test the theory that trait empathic concern (e.g. general tendency to have sympathy for another) and trait personal distress (e.g. predisposition to experiencing aversive arousal states) may differentially drive altruistic behavior. We find that trait empathic concern – and not trait personal distress – motivates costly altruism, and this relationship is supported by activity in the ventral tegmental area, caudate and subgenual anterior cingulate, key regions for promoting social attachment and caregiving. Together, this data helps identify the behavioral and neural mechanisms motivating costly altruism, while demonstrating that individual differences in empathic concern-related brain responses can predict real prosocial choice. Trait empathic concern predicts altruistic action. State distress, but not trait distress, predicts altruistic action. A network comprised of VTA, caudate and sgACC support other-oriented prosocial decisions. Neural evidence supporting caregiving model: social reward and attachment guides altruism.
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Affiliation(s)
- Oriel FeldmanHall
- Medical Research Council, Cognition and Brain Sciences Unit, 15 Chaucer Road, Cambridge CB2 7EF, UK.
| | - Tim Dalgleish
- Medical Research Council, Cognition and Brain Sciences Unit, 15 Chaucer Road, Cambridge CB2 7EF, UK
| | - Davy Evans
- Medical Research Council, Cognition and Brain Sciences Unit, 15 Chaucer Road, Cambridge CB2 7EF, UK
| | - Dean Mobbs
- Columbia University, Department of Psychology, 370 Schermerhorn Hall 1190 Amsterdam Ave., New York, NY 10027, USA
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