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Chen J, Putkinen V, Seppälä K, Hirvonen J, Ioumpa K, Gazzola V, Keysers C, Nummenmaa L. Endogenous opioid receptor system mediates costly altruism in the human brain. Commun Biol 2024; 7:1401. [PMID: 39462097 PMCID: PMC11513155 DOI: 10.1038/s42003-024-07084-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 10/15/2024] [Indexed: 10/28/2024] Open
Abstract
Functional neuroimaging studies suggest that a large-scale brain network transforms others' pain into its vicarious representation in the observer, potentially modulating helping behavior. However, the neuromolecular basis of individual differences in vicarious pain and helping is poorly understood. We investigated the role of the endogenous μ-opioid receptor (MOR) system in altruistic costly helping. MOR density was measured using [11C]carfentanil. In a separate fMRI experiment, participants could donate money to reduce a confederate's pain from electric shocks. Participants were generally willing to help, and brain activity was observed in amygdala, anterior insula, anterior cingulate cortex (ACC), striatum, primary motor cortex, primary somatosensory cortex and thalamus when witnessing others' pain. Haemodynamic responses were negatively associated with MOR availability in emotion circuits. However, MOR availability positively associated with the ACC and hippocampus during helping. These findings suggest that the endogenous MOR system modulates altruism in the human brain.
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Affiliation(s)
- Jinglu Chen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland.
| | - Vesa Putkinen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- Turku Institute for Advanced Studies, University of Turku, Turku, Finland
| | - Kerttu Seppälä
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- Department of Medical Physics, Turku University Hospital, Turku, Finland
| | - Jussi Hirvonen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- Department of Radiology, Turku University Hospital, Turku, Finland
| | - Kalliopi Ioumpa
- The Netherlands Institute for Neuroscience, KNAW research institute, Amsterdam, The Netherlands
| | - Valeria Gazzola
- The Netherlands Institute for Neuroscience, KNAW research institute, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Christian Keysers
- The Netherlands Institute for Neuroscience, KNAW research institute, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Lauri Nummenmaa
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
- Department of Psychology, University of Turku, Turku, Finland
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2
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Turton S, Paterson LM, Myers JF, Mick I, Lan CC, McGonigle J, Bowden-Jones H, Clark L, Nutt DJ, Lingford-Hughes AR. Exploratory study of associations between monetary reward anticipation brain responses and mu-opioid signalling in alcohol dependence, gambling disorder and healthy controls. NEUROIMAGE. REPORTS 2024; 4:100211. [PMID: 39345862 PMCID: PMC11427764 DOI: 10.1016/j.ynirp.2024.100211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 05/28/2024] [Accepted: 06/10/2024] [Indexed: 10/01/2024]
Abstract
Alcohol dependence (AD) and gambling disorder (GD) are common addiction disorders with significant physical and mental health consequences. AD and GD are associated with dysregulated responses to reward which could be due to a common mechanism of dysregulated endogenous opioid signalling. We explored associations between reward anticipation responses, using the Monetary Incentive Delay (MID) functional magnetic resonance imaging (fMRI) task, and mu-opioid receptor (MOR) availability and endogenous opioid release capacity using [11C]carfentanil positron emission tomography (PET), in 13 AD, 15 GD and 14 heathy control (HC) participants. We also examined differences in MID task reward anticipation responses between AD, GD and HC participants. These were secondary exploratory analysis of data collected to examine differences in MOR PET in addiction. We did not find significant differences in MID win > neutral anticipation BOLD responses compared between participant groups in a priori ROIs (ventral striatum, putamen, caudate) or whole brain analyses. We found no significant correlations between MID win > neutral anticipation BOLD responses and [11C]carfentanil PET measures, except for limited negative correlations between putamen MOR availability and MID win > neutral anticipation BOLD response in AD participants. Previous research has suggested a limited role of endogenous opioid signalling on MID task reward anticipation responses in AD and HCs as these responses are not modulated by opioid receptor blockade and this may explain our lack of significant correlations in HC and AD or GD participants. Our results, particularly the lack of differences in MID win > neutral anticipation BOLD responses across participants groups, may be limited due to only including AD or GD participants who are abstinent or in active treatment.
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Affiliation(s)
- Samuel Turton
- Division of Psychiatry, Imperial College London, London, UK
- Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, Kings College London, London UK
| | | | - James Fm Myers
- Division of Psychiatry, Imperial College London, London, UK
| | - Inge Mick
- Department for Psychiatry and Psychotherapy, Psychiatric University Clinic of Charité at St. Hedwig Hospital, Berlin, Germany
| | - Chen-Chia Lan
- Division of Psychiatry, Imperial College London, London, UK
- Department of Psychiatry, Taichung Veterans General Hospital, Taichung Taiwan
| | - John McGonigle
- Division of Psychiatry, Imperial College London, London, UK
- Perspectum Ltd, Oxford, UK
| | - Henrietta Bowden-Jones
- National Problem Gambling Clinic, London UK
- Division of Psychology and Language Sciences, UCL, London UK
- Department of Psychiatry, Cambridge University, Cambridge, UK
| | - Luke Clark
- Centre for Gambling Research at UBC, Department of Psychology, University of British Columbia, Vancouver Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver Canada
| | - David J Nutt
- Division of Psychiatry, Imperial College London, London, UK
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3
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Wang L, Hu X, Ren Y, Lv J, Zhao S, Guo L, Liu T, Han J. Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching. Neuroimage 2023; 279:120316. [PMID: 37562718 DOI: 10.1016/j.neuroimage.2023.120316] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 08/06/2023] [Accepted: 08/07/2023] [Indexed: 08/12/2023] Open
Abstract
Emotional arousal is a complex state recruiting distributed cortical and subcortical structures, in which the amygdala and insula play an important role. Although previous neuroimaging studies have showed that the amygdala and insula manifest reciprocal connectivity, the effective connectivities and modulatory patterns on the amygdala-insula interactions underpinning arousal are still largely unknown. One of the reasons may be attributed to static and discrete laboratory brain imaging paradigms used in most existing studies. In this study, by integrating naturalistic-paradigm (i.e., movie watching) functional magnetic resonance imaging (fMRI) with a computational affective model that predicts dynamic arousal for the movie stimuli, we investigated the effective amygdala-insula interactions and the modulatory effect of the input arousal on the effective connections. Specifically, the predicted dynamic arousal of the movie served as regressors in general linear model (GLM) analysis and brain activations were identified accordingly. The regions of interest (i.e., the bilateral amygdala and insula) were localized according to the GLM activation map. The effective connectivity and modulatory effect were then inferred by using dynamic causal modeling (DCM). Our experimental results demonstrated that amygdala was the site of driving arousal input and arousal had a modulatory effect on the reciprocal connections between amygdala and insula. Our study provides novel evidence to the underlying neural mechanisms of arousal in a dynamical naturalistic setting.
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Affiliation(s)
- Liting Wang
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Xintao Hu
- School of Automation, Northwestern Polytechnical University, Xi'an, China.
| | - Yudan Ren
- School of Information Science and Technology, Northwest University, Xi'an, China
| | - Jinglei Lv
- School of Biomedical Engineering and Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Shijie Zhao
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Lei Guo
- School of Automation, Northwestern Polytechnical University, Xi'an, China
| | - Tianming Liu
- School of Computing, University of Georgia, Athens, USA
| | - Junwei Han
- School of Automation, Northwestern Polytechnical University, Xi'an, China
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4
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Kragel PA, Treadway MT, Admon R, Pizzagalli DA, Hahn EC. A mesocorticolimbic signature of pleasure in the human brain. Nat Hum Behav 2023; 7:1332-1343. [PMID: 37386105 DOI: 10.1038/s41562-023-01639-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 05/22/2023] [Indexed: 07/01/2023]
Abstract
Pleasure is a fundamental driver of human behaviour, yet its neural basis remains largely unknown. Rodent studies highlight opioidergic neural circuits connecting the nucleus accumbens, ventral pallidum, insula and orbitofrontal cortex as critical for the initiation and regulation of pleasure, and human neuroimaging studies exhibit some translational parity. However, whether activation in these regions conveys a generalizable representation of pleasure regulated by opioidergic mechanisms remains unclear. Here we use pattern recognition techniques to develop a human functional magnetic resonance imaging signature of mesocorticolimbic activity unique to states of pleasure. In independent validation tests, this signature is sensitive to pleasant tastes and affect evoked by humour. The signature is spatially co-extensive with mu-opioid receptor gene expression, and its response is attenuated by the opioid antagonist naloxone. These findings provide evidence for a basis of pleasure in humans that is distributed across brain systems.
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Affiliation(s)
- Philip A Kragel
- Department of Psychology, Emory University, Atlanta, GA, USA.
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.
| | - Michael T Treadway
- Department of Psychology, Emory University, Atlanta, GA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Roee Admon
- Department of Psychiatry, Harvard Medical School and McLean Hospital, Belmont, MA, USA
- School of Psychological Sciences, University of Haifa, Haifa, Israel
| | - Diego A Pizzagalli
- Department of Psychiatry, Harvard Medical School and McLean Hospital, Belmont, MA, USA
| | - Evan C Hahn
- Department of Psychology, Emory University, Atlanta, GA, USA
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5
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Jern P, Chen J, Tuisku J, Saanijoki T, Hirvonen J, Lukkarinen L, Manninen S, Helin S, Putkinen V, Nummenmaa L. Endogenous Opioid Release After Orgasm in Man: A Combined PET/Functional MRI Study. J Nucl Med 2023:jnumed.123.265512. [PMID: 37442599 PMCID: PMC10394307 DOI: 10.2967/jnumed.123.265512] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 05/10/2023] [Indexed: 07/15/2023] Open
Abstract
The endogenous μ-opioid receptor (MOR) system plays a key role in the mammalian reward circuit. Human and animal experiments suggest the involvement of MORs in human sexual pleasure, yet this hypothesis currently lacks in vivo support. Methods: We used PET with the radioligand [11C]carfentanil, which has high affinity for MORs, to quantify endogenous opioid release after orgasm in man. Participants were scanned once immediately after orgasm and once in a baseline state. Hemodynamic activity was measured with functional MRI during penile stimulation. Results: The PET data revealed significant opioid release in the hippocampus. Hemodynamic activity in the somatosensory and motor cortices and in the hippocampus and thalamus increased during penile stimulation, and thalamic activation was linearly dependent on self-reported sexual arousal. Conclusion: Our data show that endogenous opioidergic activation in the medial temporal lobe is centrally involved in sexual arousal, and this circuit may be implicated in orgasmic disorders.
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Affiliation(s)
- Patrick Jern
- Department of Psychology, Åbo Akademi University, Turku, Finland;
| | - Jinglu Chen
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, University of Turku, Turku, Finland
| | - Jouni Tuisku
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, University of Turku, Turku, Finland
| | - Tiina Saanijoki
- Turku PET Centre, University of Turku, Turku, Finland
- Turku BioImaging, University of Turku and Åbo Akademi University, Turku, Finland
| | - Jussi Hirvonen
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, University of Turku, Turku, Finland
- Department of Radiology, University of Turku, Turku, Finland
| | - Lasse Lukkarinen
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, University of Turku, Turku, Finland
| | - Sandra Manninen
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, University of Turku, Turku, Finland
| | - Semi Helin
- Turku PET Centre, University of Turku, Turku, Finland
| | - Vesa Putkinen
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, University of Turku, Turku, Finland
- Turku Institute for Advanced Study, University of Turku, Turku, Finland
| | - Lauri Nummenmaa
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, University of Turku, Turku, Finland
- Department of Psychology, University of Turku, Turku, Finland; and
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6
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Putkinen V, Nazari-Farsani S, Karjalainen T, Santavirta S, Hudson M, Seppälä K, Sun L, Karlsson HK, Hirvonen J, Nummenmaa L. Pattern recognition reveals sex-dependent neural substrates of sexual perception. Hum Brain Mapp 2023; 44:2543-2556. [PMID: 36773282 PMCID: PMC10028630 DOI: 10.1002/hbm.26229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 12/13/2022] [Accepted: 01/16/2023] [Indexed: 02/12/2023] Open
Abstract
Sex differences in brain activity evoked by sexual stimuli remain elusive despite robust evidence for stronger enjoyment of and interest toward sexual stimuli in men than in women. To test whether visual sexual stimuli evoke different brain activity patterns in men and women, we measured hemodynamic brain activity induced by visual sexual stimuli in two experiments with 91 subjects (46 males). In one experiment, the subjects viewed sexual and nonsexual film clips, and dynamic annotations for nudity in the clips were used to predict hemodynamic activity. In the second experiment, the subjects viewed sexual and nonsexual pictures in an event-related design. Men showed stronger activation than women in the visual and prefrontal cortices and dorsal attention network in both experiments. Furthermore, using multivariate pattern classification we could accurately predict the sex of the subject on the basis of the brain activity elicited by the sexual stimuli. The classification generalized across the experiments indicating that the sex differences were task-independent. Eye tracking data obtained from an independent sample of subjects (N = 110) showed that men looked longer than women at the chest area of the nude female actors in the film clips. These results indicate that visual sexual stimuli evoke discernible brain activity patterns in men and women which may reflect stronger attentional engagement with sexual stimuli in men.
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Affiliation(s)
- Vesa Putkinen
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
| | - Sanaz Nazari-Farsani
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
| | - Tomi Karjalainen
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
| | - Severi Santavirta
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
| | - Matthew Hudson
- Turku PET Centre, University of Turku, Turku, Finland
- School of Psychology, University of Plymouth, Plymouth, UK
| | - Kerttu Seppälä
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
- Department of Medical Physics, Turku University Hospital, Turku, Finland
| | - Lihua Sun
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
| | - Henry K Karlsson
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
| | - Jussi Hirvonen
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
- Department of Radiology, Turku University Hospital, Turku, Finland
| | - Lauri Nummenmaa
- Turku PET Centre, University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
- Department of Psychology, University of Turku, Turku, Finland
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7
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Hudson M, Santavirta S, Putkinen V, Seppälä K, Sun L, Karjalainen T, Karlsson HK, Hirvonen J, Nummenmaa L. Neural responses to biological motion distinguish autistic and schizotypal traits. Soc Cogn Affect Neurosci 2023; 18:nsad011. [PMID: 36847146 PMCID: PMC10032360 DOI: 10.1093/scan/nsad011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 01/26/2023] [Accepted: 02/24/2023] [Indexed: 03/01/2023] Open
Abstract
Difficulties in social interactions characterize both autism and schizophrenia and are correlated in the neurotypical population. It is unknown whether this represents a shared etiology or superficial phenotypic overlap. Both conditions exhibit atypical neural activity in response to the perception of social stimuli and decreased neural synchronization between individuals. This study investigated if neural activity and neural synchronization associated with biological motion perception are differentially associated with autistic and schizotypal traits in the neurotypical population. Participants viewed naturalistic social interactions while hemodynamic brain activity was measured with fMRI, which was modeled against a continuous measure of the extent of biological motion. General linear model analysis revealed that biological motion perception was associated with neural activity across the action observation network. However, intersubject phase synchronization analysis revealed neural activity to be synchronized between individuals in occipital and parietal areas but desynchronized in temporal and frontal regions. Autistic traits were associated with decreased neural activity (precuneus and middle cingulate gyrus), and schizotypal traits were associated with decreased neural synchronization (middle and inferior frontal gyri). Biological motion perception elicits divergent patterns of neural activity and synchronization, which dissociate autistic and schizotypal traits in the general population, suggesting that they originate from different neural mechanisms.
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Affiliation(s)
- Matthew Hudson
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Turku University Hospital, Turku 20520, Finland
- School of Psychology, University of Plymouth, Plymouth PL4 8AA, UK
- Brain Research & Imaging Centre, Faculty of Health, University of Plymouth, Research Way, Plymouth PL6 8BU, UK
| | - Severi Santavirta
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Turku University Hospital, Turku 20520, Finland
| | - Vesa Putkinen
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Turku University Hospital, Turku 20520, Finland
| | - Kerttu Seppälä
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Turku University Hospital, Turku 20520, Finland
- Department of Medical Physics, Turku University Hospital, Turku 20520, Finland
| | - Lihua Sun
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Turku University Hospital, Turku 20520, Finland
- Department of Nuclear Medicine, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Tomi Karjalainen
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Turku University Hospital, Turku 20520, Finland
| | - Henry K Karlsson
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Turku University Hospital, Turku 20520, Finland
| | - Jussi Hirvonen
- Department of Radiology, University of Turku and Turku University Hospital, Turku 20520, Finland
- Medical Imaging Centre, Department of Radiology, Tampere University and Tampere University Hospital, Tampere 33100, Finland
| | - Lauri Nummenmaa
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Department of Psychology, University of Turku, Turku 20520, Finland
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8
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Santavirta S, Karjalainen T, Nazari-Farsani S, Hudson M, Putkinen V, Seppälä K, Sun L, Glerean E, Hirvonen J, Karlsson HK, Nummenmaa L. Functional organization of social perception in the human brain. Neuroimage 2023; 272:120025. [PMID: 36958619 PMCID: PMC10112277 DOI: 10.1016/j.neuroimage.2023.120025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 03/07/2023] [Accepted: 03/11/2023] [Indexed: 03/25/2023] Open
Abstract
Humans rapidly extract diverse and complex information from ongoing social interactions, but the perceptual and neural organization of the different aspects of social perception remains unresolved. We showed short movie clips with rich social content to 97 healthy participants while their haemodynamic brain activity was measured with fMRI. The clips were annotated moment-to-moment for a large set of social features and 45 of the features were evaluated reliably between annotators. Cluster analysis of the social features revealed that 13 dimensions were sufficient for describing the social perceptual space. Three different analysis methods were used to map the social perceptual processes in the human brain. Regression analysis mapped regional neural response profiles for different social dimensions. Multivariate pattern analysis then established the spatial specificity of the responses and intersubject correlation analysis connected social perceptual processing with neural synchronization. The results revealed a gradient in the processing of social information in the brain. Posterior temporal and occipital regions were broadly tuned to most social dimensions and the classifier revealed that these responses showed spatial specificity for social dimensions; in contrast Heschl gyri and parietal areas were also broadly associated with different social signals, yet the spatial patterns of responses did not differentiate social dimensions. Frontal and subcortical regions responded only to a limited number of social dimensions and the spatial response patterns did not differentiate social dimension. Altogether these results highlight the distributed nature of social processing in the brain.
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Affiliation(s)
- Severi Santavirta
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland.
| | - Tomi Karjalainen
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland
| | - Sanaz Nazari-Farsani
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland
| | - Matthew Hudson
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland; School of Psychology, University of Plymouth, Plymouth, United Kingdom
| | - Vesa Putkinen
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland
| | - Kerttu Seppälä
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland; Department of Medical Physics, Turku University Hospital, Turku, Finland
| | - Lihua Sun
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland; Department of Nuclear Medicine, Pudong Hospital, Fudan University, Shanghai, China
| | - Enrico Glerean
- Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Espoo, Finland
| | - Jussi Hirvonen
- Department of Radiology, University of Turku and Turku University Hospital, Turku, Finland; Medical Imaging Center, Department of Radiology, Tampere University and Tampere University Hospital, Tampere, Finland
| | - Henry K Karlsson
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland
| | - Lauri Nummenmaa
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland; Department of Psychology, University of Turku, Turku, Finland
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9
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Bending and bonding: a randomized controlled trial on the socio-psychobiological effects of spiritual versus secular yoga practice on social bonding. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-04062-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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10
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Van Hedger K, Mayo LM, Bershad AK, Madray R, de Wit H. Effects of Acute Drug Administration on Emotion: A Review of Pharmacological MRI Studies. CURRENT ADDICTION REPORTS 2021; 8:181-193. [PMID: 34631363 DOI: 10.1007/s40429-021-00362-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Purpose of review Many drug users claim to use drugs to cope with negative emotions, which may, in turn, result in persistent emotional blunting or anhedonia even when they are not using drugs. The purpose of this review is to describe the ways acute administration of psychoactive drugs impacts brain regions during emotion-related tasks, as a first step in understanding how drugs influence emotion processing in the brain. Recent findings Drugs have varying effects on neural responses to emotional stimuli. In general, alcohol, analgesics, and psychedelics reduce neural reactivity to negative emotional stimuli in the amygdala and other brain regions. Other drugs produce mixed effects: Stimulants such as caffeine and modafinil increase brain activation while viewing emotional stimuli, whereas MDMA decreases activation during presentation of negative images. The effects of cannabinoids (cannabidiol and THC) are mixed. There are also inconsistent findings on the associations between neural responses to emotional stimuli and subjective drug effects. Summary Consistent with the notion that individuals might use drugs non-medically to diminish the experience of negative emotions, several drugs of abuse decrease neural responses to negative stimuli in limbic brain regions. These neural actions may underlie the reported 'emotional blunting' of drugs, which may contribute to drug-seeking behavior. Future work is needed to examine these limbic responses in relation to self-reports of changes in affect, both during acute administration and after extended drug use.
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Affiliation(s)
| | - Leah M Mayo
- Center for Social and Affective Neuroscience, Linköping University, Linköping, Sweden
| | - Anya K Bershad
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA, USA
| | - Racheal Madray
- Undergraduate Program in Neuroscience, Western University, London, ON, Canada
| | - Harriet de Wit
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
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11
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Nummenmaa L, Lukkarinen L, Sun L, Putkinen V, Seppälä K, Karjalainen T, Karlsson HK, Hudson M, Venetjoki N, Salomaa M, Rautio P, Hirvonen J, Lauerma H, Tiihonen J. Brain Basis of Psychopathy in Criminal Offenders and General Population. Cereb Cortex 2021; 31:4104-4114. [PMID: 33834203 PMCID: PMC8328218 DOI: 10.1093/cercor/bhab072] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 03/04/2021] [Accepted: 03/06/2021] [Indexed: 11/12/2022] Open
Abstract
Psychopathy is characterized by persistent antisocial behavior, impaired empathy, and egotistical traits. These traits vary also in normally functioning individuals. Here, we tested whether such antisocial personalities are associated with similar structural and neural alterations as those observed in criminal psychopathy. Subjects were 100 non-convicted well-functioning individuals, 19 violent male offenders, and 19 matched controls. Subjects underwent T1-weighted magnetic resonance imaging and viewed movie clips with varying violent content during functional magnetic resonance imaging. Psychopathic traits were evaluated with Levenson Self-Report Psychopathy Scale (controls) and Psychopathy Checklist-Revised (offenders). Psychopathic offenders had lower gray matter density (GMD) in orbitofrontal cortex and anterior insula. In the community sample, affective psychopathy traits were associated with lower GMD in the same areas. Viewing violence increased brain activity in periaqueductal grey matter, thalamus, somatosensory, premotor, and temporal cortices. Psychopathic offenders had increased responses to violence in thalamus and orbitofrontal, insular, and cingulate cortices. In the community sample, impulsivity-related psychopathy traits were positively associated with violence-elicited responses in similar areas. We conclude that brain characteristics underlying psychopathic spectrum in violent psychopathy are related to those observed in well-functioning individuals with asocial personality features.
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Affiliation(s)
- Lauri Nummenmaa
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
- Department of Psychology, University of Turku, 20014, Finland
| | - Lasse Lukkarinen
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
- Psychiatric Hospital for Prisoners, Health Care Services for Prisoners, Turku FI-20251, Finland
| | - Lihua Sun
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
| | - Vesa Putkinen
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
| | - Kerttu Seppälä
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
| | - Tomi Karjalainen
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
| | - Henry K Karlsson
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
| | - Matthew Hudson
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
| | - Niina Venetjoki
- Psychiatric Hospital for Prisoners, Health Care Services for Prisoners, Turku FI-20251, Finland
| | - Marja Salomaa
- Psychiatric Hospital for Prisoners, Health Care Services for Prisoners, Turku FI-20251, Finland
| | - Päivi Rautio
- Turku Prison Outpatient Clinic, Health Care Services for Prisoners, Turku, FI-20251, Finland
| | - Jussi Hirvonen
- Turku PET Centre, and Turku University Hospital, University of Turku, Turku 20520, Finland
- Department of Radiology, Turku University and Turku University Hospital, Turku, Finland, Turku 20520, Finland
| | - Hannu Lauerma
- Psychiatric Hospital for Prisoners, Health Care Services for Prisoners, Turku FI-20251, Finland
| | - Jari Tiihonen
- Department of Clinical Neuroscience, Karolinska Institutet and Center for Psychiatry Research, Stockholm City Council, Stockholm SE-11364, Sweden
- Department of Forensic Psychiatry, University of Eastern Finland, Kuopio 70240, Finland
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12
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Putkinen V, Nazari-Farsani S, Seppälä K, Karjalainen T, Sun L, Karlsson HK, Hudson M, Heikkilä TT, Hirvonen J, Nummenmaa L. Decoding Music-Evoked Emotions in the Auditory and Motor Cortex. Cereb Cortex 2021; 31:2549-2560. [PMID: 33367590 DOI: 10.1093/cercor/bhaa373] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 10/16/2020] [Accepted: 11/06/2020] [Indexed: 11/14/2022] Open
Abstract
Music can induce strong subjective experience of emotions, but it is debated whether these responses engage the same neural circuits as emotions elicited by biologically significant events. We examined the functional neural basis of music-induced emotions in a large sample (n = 102) of subjects who listened to emotionally engaging (happy, sad, fearful, and tender) pieces of instrumental music while their hemodynamic brain activity was measured with functional magnetic resonance imaging (fMRI). Ratings of the four categorical emotions and liking were used to predict hemodynamic responses in general linear model (GLM) analysis of the fMRI data. Multivariate pattern analysis (MVPA) was used to reveal discrete neural signatures of the four categories of music-induced emotions. To map neural circuits governing non-musical emotions, the subjects were scanned while viewing short emotionally evocative film clips. The GLM revealed that most emotions were associated with activity in the auditory, somatosensory, and motor cortices, cingulate gyrus, insula, and precuneus. Fear and liking also engaged the amygdala. In contrast, the film clips strongly activated limbic and cortical regions implicated in emotional processing. MVPA revealed that activity in the auditory cortex and primary motor cortices reliably discriminated the emotion categories. Our results indicate that different music-induced basic emotions have distinct representations in regions supporting auditory processing, motor control, and interoception but do not strongly rely on limbic and medial prefrontal regions critical for emotions with survival value.
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Affiliation(s)
- Vesa Putkinen
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland
| | - Sanaz Nazari-Farsani
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland
| | - Kerttu Seppälä
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland
| | - Tomi Karjalainen
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland
| | - Lihua Sun
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland
| | - Henry K Karlsson
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland
| | - Matthew Hudson
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland.,National College of Ireland, D01 K6W2, Dublin, Ireland
| | - Timo T Heikkilä
- Department of Psychology, University of Turku, FI-20014, Turku, Finland
| | - Jussi Hirvonen
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland.,Department of Radiology, Turku University Hospital, 20520, Turku, Finland
| | - Lauri Nummenmaa
- Turku PET Centre, and Turku University Hospital, University of Turku, 20520, Turku, Finland.,Department of Psychology, University of Turku, FI-20014, Turku, Finland
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13
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Turtonen O, Saarinen A, Nummenmaa L, Tuominen L, Tikka M, Armio RL, Hautamäki A, Laurikainen H, Raitakari O, Keltikangas-Järvinen L, Hietala J. Adult Attachment System Links With Brain Mu Opioid Receptor Availability In Vivo. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2020; 6:360-369. [PMID: 33431346 DOI: 10.1016/j.bpsc.2020.10.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 10/05/2020] [Accepted: 10/22/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Secure attachment is important in maintaining an individual's health and well-being. Attachment disturbances increase the risk for developing psychiatric disorders such as affective disorders. Yet, the neurobiological correlates of human attachment are poorly understood at the neurotransmitter level. We investigated whether adult attachment style is linked to functioning of the opioid and serotonergic systems in the human brain. METHODS We used positron emission tomography with radioligands [11C]carfentanil and [11C]MADAM to quantify mu opioid receptor (n = 39) and serotonin transporter (n = 37) availability in volunteers with no current psychiatric disorders. Attachment style was determined according to the Dynamic-Maturational Model of Attachment and Adaptation with the structured Adult Attachment Interview. RESULTS Secure attachment was associated with higher mu opioid receptor availability in the hippocampus, amygdala, thalamus, and prefrontal cortex when compared with insecure (i.e., avoidant or ambivalent groups combined) attachment. In contrast, attachment style was not associated with serotonin transporter availability. CONCLUSIONS Our results provide preliminary in vivo evidence that the opioid system may be involved in the neurocircuits associated with individual differences in adult attachment behavior. The results suggest that variation in mu opioid receptor availability may be linked with the individuals' social relationships and psychosocial well-being and thus contributes to risk for psychiatric morbidity.
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Affiliation(s)
- Otto Turtonen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
| | - Aino Saarinen
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Research Unit of Psychology, University of Oulu, Oulu, Finland
| | - Lauri Nummenmaa
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland; Department of Psychology, University of Turku, Turku, Finland
| | - Lauri Tuominen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland; Department of Psychiatry, Turku University Hospital and University of Turku, Turku, Finland; Institute of Mental Health Research, Royal Ottawa Mental Health Centre, Ottawa, Ontario, Canada
| | - Maria Tikka
- Department of Psychiatry, Turku University Hospital and University of Turku, Turku, Finland
| | - Reetta-Liina Armio
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland; Department of Psychiatry, Turku University Hospital and University of Turku, Turku, Finland
| | - Airi Hautamäki
- Swedish School of Social Science, University of Helsinki, Helsinki, Finland
| | - Heikki Laurikainen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland; Department of Psychiatry, Turku University Hospital and University of Turku, Turku, Finland
| | - Olli Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, Faculty of Medicine, University of Turku, Turku, Finland; Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland; Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | | | - Jarmo Hietala
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland; Department of Psychiatry, Turku University Hospital and University of Turku, Turku, Finland.
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14
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Nummenmaa L, Karjalainen T, Isojärvi J, Kantonen T, Tuisku J, Kaasinen V, Joutsa J, Nuutila P, Kalliokoski K, Hirvonen J, Hietala J, Rinne J. Lowered endogenous mu-opioid receptor availability in subclinical depression and anxiety. Neuropsychopharmacology 2020; 45:1953-1959. [PMID: 32473595 PMCID: PMC7608336 DOI: 10.1038/s41386-020-0725-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 05/08/2020] [Accepted: 05/22/2020] [Indexed: 11/09/2022]
Abstract
Major depressive disorder is associated with lowered mood, anxiety, anhedonia, sleep problems, and cognitive impairments. Many of these functions are regulated by μ-opioid receptor (MOR) system. Preclinical, in vivo, and post-mortem studies have however yielded inconclusive results regarding the role of the MOR in depression and anxiety. Moreover, it is not known whether alterations in MOR are already present in subclinical depression and anxiety. In a large-scale retrospective cross-sectional study we pooled data from 135 (113 males and 22 females) healthy subjects whose brain's MOR availability was measured with positron emission tomography (PET) using an agonist radioligand [11C]carfentanil that has high affinity for MORs. Depressive and anxious symptomology was addressed with BDI-II and STAI-X questionnaires, respectively. Both anxiety and depression scores in the subclinical range were negatively associated with MOR availability in cortical and subcortical areas, notably in amygdala, hippocampus, ventral striatum, and orbitofrontal and cingulate cortices. We conclude that dysregulated MOR availability is involved in altered mood and pathophysiology of depression and anxiety disorders.
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Affiliation(s)
- Lauri Nummenmaa
- Turku PET Centre, University of Turku, Turku, Finland.
- Department of Psychology, University of Turku, Turku, Finland.
- Turku University Hospital University of Turku, Turku, Finland.
| | | | | | - Tatu Kantonen
- Turku PET Centre, University of Turku, Turku, Finland
- Clinical Neurosciences, University of Turku and Turku University Hospital, Turku, Finland
| | - Jouni Tuisku
- Turku PET Centre, University of Turku, Turku, Finland
| | - Valtteri Kaasinen
- Turku PET Centre, University of Turku, Turku, Finland
- Clinical Neurosciences, University of Turku and Turku University Hospital, Turku, Finland
| | - Juho Joutsa
- Turku PET Centre, University of Turku, Turku, Finland
- Clinical Neurosciences, University of Turku and Turku University Hospital, Turku, Finland
- Turku Brain and Mind Center, University of Turku, Turku, Finland
| | - Pirjo Nuutila
- Turku PET Centre, University of Turku, Turku, Finland
- Department of Endocrinology, Turku University Hospital, Turku, Finland
| | | | - Jussi Hirvonen
- Turku PET Centre, University of Turku, Turku, Finland
- Department of Radiology, Turku University Hospital, Turku, Finland
| | - Jarmo Hietala
- Turku University Hospital University of Turku, Turku, Finland
- Department of Psychiatry, University of Turku and Turku University Hospital, Turku, Finland
| | - Juha Rinne
- Turku PET Centre, University of Turku, Turku, Finland
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15
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Seo M, Anderson G. Gut-Amygdala Interactions in Autism Spectrum Disorders: Developmental Roles via regulating Mitochondria, Exosomes, Immunity and microRNAs. Curr Pharm Des 2020; 25:4344-4356. [PMID: 31692435 DOI: 10.2174/1381612825666191105102545] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Accepted: 11/01/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Autism Spectrum Disorders (ASD) have long been conceived as developmental disorder. A growing body of data highlights a role for alterations in the gut in the pathoetiology and/or pathophysiology of ASD. Recent work shows alterations in the gut microbiome to have a significant impact on amygdala development in infancy, suggesting that the alterations in the gut microbiome may act to modulate not only amygdala development but how the amygdala modulates the development of the frontal cortex and other brain regions. METHODS This article reviews wide bodies of data pertaining to the developmental roles of the maternal and foetal gut and immune systems in the regulation of offspring brain development. RESULTS A number of processes seem to be important in mediating how genetic, epigenetic and environmental factors interact in early development to regulate such gut-mediated changes in the amygdala, wider brain functioning and inter-area connectivity, including via regulation of microRNA (miR)-451, 14-3-3 proteins, cytochrome P450 (CYP)1B1 and the melatonergic pathways. As well as a decrease in the activity of monoamine oxidase, heightened levels of in miR-451 and CYP1B1, coupled to decreased 14-3-3 act to inhibit the synthesis of N-acetylserotonin and melatonin, contributing to the hyperserotonemia that is often evident in ASD, with consequences for mitochondria functioning and the content of released exosomes. These same factors are likely to play a role in regulating placental changes that underpin the association of ASD with preeclampsia and other perinatal risk factors, including exposure to heavy metals and air pollutants. Such alterations in placental and gut processes act to change the amygdala-driven biological underpinnings of affect-cognitive and affect-sensory interactions in the brain. CONCLUSION Such a perspective readily incorporates previously disparate bodies of data in ASD, including the role of the mu-opioid receptor, dopamine signaling and dopamine receptors, as well as the changes occurring to oxytocin and taurine levels. This has a number of treatment implications, the most readily applicable being the utilization of sodium butyrate and melatonin.
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Affiliation(s)
- Moonsang Seo
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, United Kingdom
| | - George Anderson
- CRC Scotland & London, Eccleston Square, London, United Kingdom
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16
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A Survey of Molecular Imaging of Opioid Receptors. Molecules 2019; 24:molecules24224190. [PMID: 31752279 PMCID: PMC6891617 DOI: 10.3390/molecules24224190] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 11/11/2019] [Accepted: 11/13/2019] [Indexed: 01/09/2023] Open
Abstract
The discovery of endogenous peptide ligands for morphine binding sites occurred in parallel with the identification of three subclasses of opioid receptor (OR), traditionally designated as μ, δ, and κ, along with the more recently defined opioid-receptor-like (ORL1) receptor. Early efforts in opioid receptor radiochemistry focused on the structure of the prototype agonist ligand, morphine, although N-[methyl-11C]morphine, -codeine and -heroin did not show significant binding in vivo. [11C]Diprenorphine ([11C]DPN), an orvinol type, non-selective OR antagonist ligand, was among the first successful PET tracers for molecular brain imaging, but has been largely supplanted in research studies by the μ-preferring agonist [11C]carfentanil ([11C]Caf). These two tracers have the property of being displaceable by endogenous opioid peptides in living brain, thus potentially serving in a competition-binding model. Indeed, many clinical PET studies with [11C]DPN or [11C]Caf affirm the release of endogenous opioids in response to painful stimuli. Numerous other PET studies implicate μ-OR signaling in aspects of human personality and vulnerability to drug dependence, but there have been very few clinical PET studies of μORs in neurological disorders. Tracers based on naltrindole, a non-peptide antagonist of the δ-preferring endogenous opioid enkephalin, have been used in PET studies of δORs, and [11C]GR103545 is validated for studies of κORs. Structures such as [11C]NOP-1A show selective binding at ORL-1 receptors in living brain. However, there is scant documentation of δ-, κ-, or ORL1 receptors in healthy human brain or in neurological and psychiatric disorders; here, clinical PET research must catch up with recent progress in radiopharmaceutical chemistry.
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17
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Smirnov D, Saarimäki H, Glerean E, Hari R, Sams M, Nummenmaa L. Emotions amplify speaker-listener neural alignment. Hum Brain Mapp 2019; 40:4777-4788. [PMID: 31400052 DOI: 10.1002/hbm.24736] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 07/14/2019] [Accepted: 07/15/2019] [Indexed: 01/08/2023] Open
Abstract
Individuals often align their emotional states during conversation. Here, we reveal how such emotional alignment is reflected in synchronization of brain activity across speakers and listeners. Two "speaker" subjects told emotional and neutral autobiographical stories while their hemodynamic brain activity was measured with functional magnetic resonance imaging (fMRI). The stories were recorded and played back to 16 "listener" subjects during fMRI. After scanning, both speakers and listeners rated the moment-to-moment valence and arousal of the stories. Time-varying similarity of the blood-oxygenation-level-dependent (BOLD) time series was quantified by intersubject phase synchronization (ISPS) between speaker-listener pairs. Telling and listening to the stories elicited similar emotions across speaker-listener pairs. Arousal was associated with increased speaker-listener neural synchronization in brain regions supporting attentional, auditory, somatosensory, and motor processing. Valence was associated with increased speaker-listener neural synchronization in brain regions involved in emotional processing, including amygdala, hippocampus, and temporal pole. Speaker-listener synchronization of subjective feelings of arousal was associated with increased neural synchronization in somatosensory and subcortical brain regions; synchronization of valence was associated with neural synchronization in parietal cortices and midline structures. We propose that emotion-dependent speaker-listener neural synchronization is associated with emotional contagion, thereby implying that listeners reproduce some aspects of the speaker's emotional state at the neural level.
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Affiliation(s)
- Dmitry Smirnov
- Department of Neuroscience and Biomedical Engineering (NBE), and Aalto NeuroImaging, Aalto University, Espoo, Finland
| | - Heini Saarimäki
- Department of Neuroscience and Biomedical Engineering (NBE), and Aalto NeuroImaging, Aalto University, Espoo, Finland
| | - Enrico Glerean
- Department of Neuroscience and Biomedical Engineering (NBE), and Aalto NeuroImaging, Aalto University, Espoo, Finland
| | - Riitta Hari
- Department of Neuroscience and Biomedical Engineering (NBE), and Aalto NeuroImaging, Aalto University, Espoo, Finland.,Department of Art, Aalto University, Espoo, Finland
| | - Mikko Sams
- Department of Neuroscience and Biomedical Engineering (NBE), and Aalto NeuroImaging, Aalto University, Espoo, Finland
| | - Lauri Nummenmaa
- Turku PET Centre and Department of Psychology, University of Turku, Turku, Finland.,Turku University Hospital, University of Turku, Turku, Finland
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