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Ketamine Suppresses the Ventral Striatal Response to Reward Anticipation: A Cross-Species Translational Neuroimaging Study. Neuropsychopharmacology 2016; 41:1386-94. [PMID: 26388147 PMCID: PMC4793123 DOI: 10.1038/npp.2015.291] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Revised: 07/22/2015] [Accepted: 07/24/2015] [Indexed: 11/09/2022]
Abstract
Convergent evidence implicates regional neural responses to reward anticipation in the pathogenesis of several psychiatric disorders, such as schizophrenia, where blunted ventral striatal responses to positive reward are observed in patients and at-risk populations. In vivo oxygen amperometry measurements in the ventral striatum in awake, behaving rats reveal reward-related tissue oxygen changes that closely parallel blood oxygen level dependent (BOLD) signal changes observed in human functional magnetic resonance imaging (fMRI), suggesting that a cross-species approach targeting this mechanism might be feasible in psychopharmacology. The present study explored modulatory effects of acute, subanaesthetic doses of ketamine-a pharmacological model widely used in psychopharmacological research, both preclinically and clinically-on ventral striatum activity during performance of a reward anticipation task in both species, using fMRI in humans and in vivo oxygen amperometry in rats. In a region-of-interest analysis conducted following a cross-over placebo and ketamine study in human subjects, an attenuated ventral striatal response during reward anticipation was observed following ketamine relative to placebo during performance of a monetary incentive delay task. In rats, a comparable attenuation of ventral striatal signal was found after ketamine challenge, relative to vehicle, in response to a conditioned stimulus that predicted delivery of reward. This study provides the first data in both species demonstrating an attenuating effect of acute ketamine on reward-related ventral striatal (O2) and fMRI signals. These findings may help elucidate a deeper mechanistic understanding of the potential role of ketamine as a model for psychosis, show that cross-species pharmacological experiments targeting reward signaling are feasible, and suggest this phenotype as a promising translational biomarker for the development of novel compounds, assessment of disease status, and treatment efficacy.
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Vicens V, Radua J, Salvador R, Anguera-Camós M, Canales-Rodríguez EJ, Sarró S, Maristany T, McKenna PJ, Pomarol-Clotet E. Structural and functional brain changes in delusional disorder. Br J Psychiatry 2016; 208:153-9. [PMID: 26382955 DOI: 10.1192/bjp.bp.114.159087] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Accepted: 01/31/2015] [Indexed: 12/17/2022]
Abstract
BACKGROUND Delusional disorder has been the subject of very little investigation using brain imaging. AIMS To examine potential structural and/or functional brain abnormalities in this disorder. METHOD We used structural imaging (voxel-based morphometry, VBM) and functional imaging (during performance of the n-back task and whole-brain resting connectivity analysis) to examine 22 patients meeting DSM-IV criteria for delusional disorder and 44 matched healthy controls. RESULTS The patients showed grey matter reductions in the medial frontal/anterior cingulate cortex and bilateral insula on unmodulated (but not on modulated) VBM analysis, failure of de-activation in the medial frontal/anterior cingulate cortex during performance of the n-back task, and decreased resting-state connectivity in the bilateral insula. CONCLUSIONS The findings provide evidence of brain abnormality in the medial frontal/anterior cingulate cortex and insula in delusional disorder. A role for the former region in the pathogenesis of delusions is consistent with several other lines of evidence.
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Affiliation(s)
- Victor Vicens
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
| | - Joaquim Radua
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
| | - Raymond Salvador
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
| | - Maria Anguera-Camós
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
| | - Erick J Canales-Rodríguez
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
| | - Salvador Sarró
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
| | - Teresa Maristany
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
| | - Peter J McKenna
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
| | - Edith Pomarol-Clotet
- Victor Vicens, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain, Benito Menni CASM, Barcelona, Spain and Psychiatry and Mental Health Program, Universitat de Barcelona, Barcelona, Spain; Joaquim Radua, MD, BStat, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain and Institute of Psychiatry, King's College London, London, UK; Raymond Salvador, BStat, PhD, Maria Anguera-Camós, BSc, Erick J. Canales-Rodríguez, BSc, Salvador Sarró, MD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain; Teresa Maristany, MD, Hospital Sant Joan de Déu infantil, Barcelona, Spain; Peter J. McKenna, MD, Edith Pomarol-Clotet, MD, PhD, FIDMAG Germanes Hospitalàries, CIBERSAM, Sant Boi de Llobregat, Spain
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Lancaster TM, Ihssen N, Brindley LM, Tansey KE, Mantripragada K, O'Donovan MC, Owen MJ, Linden DEJ. Associations between polygenic risk for schizophrenia and brain function during probabilistic learning in healthy individuals. Hum Brain Mapp 2015; 37:491-500. [PMID: 26510167 PMCID: PMC4949629 DOI: 10.1002/hbm.23044] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Revised: 10/14/2015] [Accepted: 10/19/2015] [Indexed: 12/18/2022] Open
Abstract
A substantial proportion of schizophrenia liability can be explained by additive genetic factors. Risk profile scores (RPS) directly index risk using a summated total of common risk variants weighted by their effect. Previous studies suggest that schizophrenia RPS predict alterations to neural networks that support working memory and verbal fluency. In this study, we apply schizophrenia RPS to fMRI data to elucidate the effects of polygenic risk on functional brain networks during a probabilistic‐learning neuroimaging paradigm. The neural networks recruited during this paradigm have previously been shown to be altered to unmedicated schizophrenia patients and relatives of schizophrenia patients, which may reflect genetic susceptibility. We created schizophrenia RPS using summary data from the Psychiatric Genetic Consortium (Schizophrenia Working Group) for 83 healthy individuals and explore associations between schizophrenia RPS and blood oxygen level dependency (BOLD) during periods of choice behavior (switch–stay) and reflection upon choice outcome (reward–punishment). We show that schizophrenia RPS is associated with alterations in the frontal pole (PWHOLE‐BRAIN‐CORRECTED = 0.048) and the ventral striatum (PROI‐CORRECTED = 0.036), during choice behavior, but not choice outcome. We suggest that the common risk variants that increase susceptibility to schizophrenia can be associated with alterations in the neural circuitry that support the processing of changing reward contingencies. Hum Brain Mapp 37:491–500, 2016. © 2015 Wiley Periodicals, Inc.
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Affiliation(s)
- Thomas M Lancaster
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom.,School of Psychology, Cardiff University, Cardiff University Brain Research Imaging Centre (CUBRIC), 70 Park Place, Cardiff, CF10 3AT, Wales, United Kingdom.,Cardiff School of Medicine, Cardiff University, MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff, United Kingdom
| | - Niklas Ihssen
- School of Psychology, Cardiff University, Cardiff University Brain Research Imaging Centre (CUBRIC), 70 Park Place, Cardiff, CF10 3AT, Wales, United Kingdom.,Cardiff School of Medicine, Cardiff University, MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff, United Kingdom
| | - Lisa M Brindley
- School of Psychology, Cardiff University, Cardiff University Brain Research Imaging Centre (CUBRIC), 70 Park Place, Cardiff, CF10 3AT, Wales, United Kingdom.,Cardiff School of Medicine, Cardiff University, MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff, United Kingdom
| | - Katherine E Tansey
- Cardiff School of Medicine, Cardiff University, MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff, United Kingdom
| | - Kiran Mantripragada
- Cardiff School of Medicine, Cardiff University, MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff, United Kingdom
| | - Michael C O'Donovan
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom.,Cardiff School of Medicine, Cardiff University, MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff, United Kingdom
| | - Michael J Owen
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom.,Cardiff School of Medicine, Cardiff University, MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff, United Kingdom
| | - David E J Linden
- Neuroscience and Mental Health Research Institute, Cardiff University, Cardiff, United Kingdom.,School of Psychology, Cardiff University, Cardiff University Brain Research Imaging Centre (CUBRIC), 70 Park Place, Cardiff, CF10 3AT, Wales, United Kingdom.,Cardiff School of Medicine, Cardiff University, MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff, United Kingdom
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Hanssen E, van der Velde J, Gromann PM, Shergill SS, de Haan L, Bruggeman R, Krabbendam L, Aleman A, van Atteveldt N. Neural correlates of reward processing in healthy siblings of patients with schizophrenia. Front Hum Neurosci 2015; 9:504. [PMID: 26441601 PMCID: PMC4585217 DOI: 10.3389/fnhum.2015.00504] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Accepted: 08/31/2015] [Indexed: 12/26/2022] Open
Abstract
Deficits in motivational behavior and psychotic symptoms often observed in schizophrenia (SZ) may be driven by dysfunctional reward processing (RP). RP can be divided in two different stages; reward anticipation and reward consumption. Aberrant processing during reward anticipation seems to be related to SZ. Studies in patients with SZ have found less activation in the ventral striatum (VS) during anticipation of reward, but these findings do not provide information on effect of the genetic load on reward processing. Therefore, this study investigated RP in healthy first-degree relatives of SZ patients. The sample consisted of 94 healthy siblings of SZ patients and 57 healthy controls. Participants completed a classic RP task, the Monetary Incentive Delay task, during functional magnetic resonance imaging (fMRI). As expected, there were no behavioral differences between groups. In contrast to our expectations, we found no differences in any of the anticipatory reward related brain areas (region of interest analyses). Whole-brain analyses did reveal group differences during both reward anticipation and reward consumption; during reward anticipation siblings showed less deactivation in the insula, posterior cingulate cortex (PCC) and medial frontal gyrus (MFG) than controls. During reward consumption siblings showed less deactivation in the PCC and the right MFG compared to controls and activation in contrast to deactivation in controls in the precuneus and the left MFG. Exclusively in siblings, MFG activity correlated positively with subclinical negative symptoms. These regions are typically associated with the default mode network (DMN), which normally shows decreases in activation during task-related cognitive processes. Thus, in contrast to prior literature in patients with SZ, the results do not point to altered brain activity in classical RP brain areas, such as the VS. However, the weaker deactivation found outside the reward-related network in siblings could indicate reduced task-related suppression (i.e., hyperactivation) of the DMN. The presence of DMN hyperactivation during reward anticipation and reward consumption might indicate that siblings of patients with SZ have a higher baseline level of DMN activation and possible abnormal network functioning.
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Affiliation(s)
- Esther Hanssen
- Department of Educational Neuroscience and LEARN! Institute, VU University Amsterdam Amsterdam, Netherlands ; CSI Lab, Department of Psychosis Studies, Institute of Psychiatry, King's College London London, UK
| | - Jorien van der Velde
- Neuroimaging Center, University Medical Center Groningen, University of Groningen Groningen, Netherlands
| | - Paula M Gromann
- Department of Educational Neuroscience and LEARN! Institute, VU University Amsterdam Amsterdam, Netherlands ; CSI Lab, Department of Psychosis Studies, Institute of Psychiatry, King's College London London, UK
| | - Sukhi S Shergill
- CSI Lab, Department of Psychosis Studies, Institute of Psychiatry, King's College London London, UK
| | - Lieuwe de Haan
- Department of Early Psychosis, Academic Psychiatric Centre, Amsterdam Medical Center Amsterdam, Netherlands
| | - Richard Bruggeman
- Rob Giel Research Center, University Center for Psychiatry, University Medical Center Groningen, University of Groningen Groningen, Netherlands
| | - Lydia Krabbendam
- Department of Educational Neuroscience and LEARN! Institute, VU University Amsterdam Amsterdam, Netherlands
| | - André Aleman
- Neuroimaging Center, University Medical Center Groningen, University of Groningen Groningen, Netherlands
| | - Nienke van Atteveldt
- Department of Educational Neuroscience and LEARN! Institute, VU University Amsterdam Amsterdam, Netherlands
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Li Z, Yan C, Xie WZ, Li K, Zeng YW, Jin Z, Cheung EFC, Chan RCK. Anticipatory pleasure predicts effective connectivity in the mesolimbic system. Front Behav Neurosci 2015; 9:217. [PMID: 26321934 PMCID: PMC4532926 DOI: 10.3389/fnbeh.2015.00217] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Accepted: 07/30/2015] [Indexed: 11/13/2022] Open
Abstract
Convergent evidence suggests the important role of the mesolimbic pathway in anticipating monetary rewards. However, the underlying mechanism of how the sub-regions interact with each other is still not clearly understood. Using dynamic causal modeling, we constructed a reward-related network for anticipating monetary reward using the Monetary Incentive Delay Task. Twenty-six healthy adolescents (Female/Male = 11/15; age = 18.69 ± 1.35 years; education = 12 ± 1.58 years) participated in the present study. The best-fit network involved the right substantia nigra/ventral tegmental area (SN/VTA), the right nucleus accumbens (NAcc) and the right thalamus, which were all activated during anticipation of monetary gain and loss. The SN/VTA directly activates the NAcc and the thalamus. More importantly, monetary gain modulated the connectivity from the SN/VTA to the NAcc and this was significantly correlated with subjective anticipatory pleasure (r = 0.649, p < 0.001). Our findings suggest that activity in the mesolimbic pathway during the anticipation of monetary reward could to some extent be predicted by subjective anticipatory pleasure.
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Affiliation(s)
- Zhi Li
- Neuropsychology and Applied Cognitive Neuroscience Laboratory, Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences Beijing, China ; The University of Chinese Academy of Sciences Beijing, China
| | - Chao Yan
- Key Laboratory of Brain Functional Genomics (MOE and STCSM), School of Psychology and Cognitive Science, East China Normal University Shanghai, China
| | - Wei-Zhen Xie
- Department of Psychology, University of California Riverside, CA, USA
| | - Ke Li
- MRI Center, Hospital 306 of PLA Beijing, China
| | - Ya-Wei Zeng
- MRI Center, Hospital 306 of PLA Beijing, China
| | - Zhen Jin
- MRI Center, Hospital 306 of PLA Beijing, China
| | - Eric F C Cheung
- Castle Peak Hospital, Hong Kong Special Administrative Region Tuen Mun, China
| | - Raymond C K Chan
- Neuropsychology and Applied Cognitive Neuroscience Laboratory, Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences Beijing, China
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Ritschel F, King JA, Geisler D, Flohr L, Neidel F, Boehm I, Seidel M, Zwipp J, Ripke S, Smolka MN, Roessner V, Ehrlich S. Temporal delay discounting in acutely ill and weight-recovered patients with anorexia nervosa. Psychol Med 2015; 45:1229-1239. [PMID: 25579471 DOI: 10.1017/s0033291714002311] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Patients with anorexia nervosa (AN) are characterized by a very low body weight but readily give up immediate rewards (food) for long-term goals (slim figure), which might indicate an unusual level of self-control. This everyday clinical observation may be quantifiable in the framework of the anticipation-discounting dilemma. METHOD Using a cross-sectional design, this study compared the capacity to delay reward in 34 patients suffering from acute AN (acAN), 33 weight-recovered AN patients (recAN) and 54 healthy controls. We also used a longitudinal study to reassess 21 acAN patients after short-term weight restoration. A validated intertemporal choice task and a hyperbolic model were used to estimate temporal discounting rates. RESULTS Confirming the validity of the task used, decreased delay discounting was associated with age and low self-reported impulsivity. However, no group differences in key measures of temporal discounting of monetary rewards were found. CONCLUSIONS Increased cognitive control, which has been suggested as a key characteristic of AN, does not seem to extend the capacity to wait for delayed monetary rewards. Differences between our study and the only previous study reporting decreased delay discounting in adult AN patients may be explained by the different age range and chronicity of acute patients, but the fact that weight recovery was not associated with changes in discount rates suggests that discounting behavior is not a trait marker in AN. Future studies using paradigms with disorder-specific stimuli may help to clarify the role of delay discounting in AN.
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Affiliation(s)
- F Ritschel
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - J A King
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - D Geisler
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - L Flohr
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - F Neidel
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - I Boehm
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - M Seidel
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - J Zwipp
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - S Ripke
- Department of Psychiatry and Neuroimaging Center,Technische Universität Dresden,Dresden,Germany
| | - M N Smolka
- Department of Psychiatry and Neuroimaging Center,Technische Universität Dresden,Dresden,Germany
| | - V Roessner
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
| | - S Ehrlich
- Department of Child and Adolescent Psychiatry,Faculty of Medicine Carl Gustav Carus of the Technische Universität Dresden,Dresden,Germany
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de Leeuw M, Kahn RS, Vink M. Fronto-striatal dysfunction during reward processing in unaffected siblings of schizophrenia patients. Schizophr Bull 2015; 41:94-103. [PMID: 25368371 PMCID: PMC4266310 DOI: 10.1093/schbul/sbu153] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Schizophrenia is a psychiatric disorder that is associated with impaired functioning of the fronto-striatal network, in particular during reward processing. However, it is unclear whether this dysfunction is related to the illness itself or whether it reflects a genetic vulnerability to develop schizophrenia. Here, we examined reward processing in unaffected siblings of schizophrenia patients using functional magnetic resonance imaging. Brain activity was measured during reward anticipation and reward outcome in 27 unaffected siblings of schizophrenia patients and 29 healthy volunteers using a modified monetary incentive delay task. Task performance was manipulated online so that all subjects won the same amount of money. Despite equal performance, siblings showed reduced activation in the ventral striatum, insula, and supplementary motor area (SMA) during reward anticipation compared to controls. Decreased ventral striatal activation in siblings was correlated with sub-clinical negative symptoms. During the outcome of reward, siblings showed increased activation in the ventral striatum and orbitofrontal cortex compared to controls. Our finding of decreased activity in the ventral striatum during reward anticipation and increased activity in this region during receiving reward may indicate impaired cue processing in siblings. This is consistent with the notion of dopamine dysfunction typically associated with schizophrenia. Since unaffected siblings share on average 50% of their genes with their ill relatives, these deficits may be related to the genetic vulnerability for schizophrenia.
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Affiliation(s)
- Max de Leeuw
- Brain Center Rudolf Magnus, Department of Psychiatry, University Medical Center Utrecht, Utrecht, the Netherlands
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58
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Mechanisms Underlying Motivational Deficits in Psychopathology: Similarities and Differences in Depression and Schizophrenia. Curr Top Behav Neurosci 2015; 27:411-49. [PMID: 26026289 DOI: 10.1007/7854_2015_376] [Citation(s) in RCA: 140] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Motivational and hedonic impairments are core aspects of a variety of types of psychopathology. These impairments cut across diagnostic categories and may be critical to understanding major aspects of the functional impairments accompanying psychopathology. Given the centrality of motivational and hedonic systems to psychopathology, the Research Domain Criteria (RDoC) initiative includes a "positive valence" systems domain that outlines a number of constructs that may be key to understanding the nature and mechanisms of motivational and hedonic impairments in psychopathology. These component constructs include initial responsiveness to reward, reward anticipation or expectancy, incentive or reinforcement learning, effort valuation, and action selection. Here, we review behavioral and neuroimaging studies providing evidence for impairments in these constructs in individuals with psychosis versus in individuals with depressive pathology. There are important differences in the nature of reward-related and hedonic deficits associated with psychosis versus depression that have major implications for our understanding of etiology and treatment development. In particular, the literature strongly suggests the presence of impairments in in-the-moment hedonics or "liking" in individuals with depressive pathology, particularly among those who experience anhedonia. Such deficits may propagate forward and contribute to impairments in other constructs that are dependent on hedonic responses, such as anticipation, learning, effort, and action selection. Such hedonic impairments could reflect alterations in dopamine and/or opioid signaling in the striatum related to depression or specifically to anhedonia in depressed populations. In contrast, the literature points to relatively intact in-the-moment hedonic processing in psychosis, but provides much evidence for impairments in other components involved in translating reward to action selection. Particularly, individuals with schizophrenia exhibit altered reward prediction and associated striatal and prefrontal activation, impaired reward learning, and impaired reward-modulated action selection.
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Hägele C, Schlagenhauf F, Rapp M, Sterzer P, Beck A, Bermpohl F, Stoy M, Ströhle A, Wittchen HU, Dolan RJ, Heinz A. Dimensional psychiatry: reward dysfunction and depressive mood across psychiatric disorders. Psychopharmacology (Berl) 2015; 232:331-41. [PMID: 24973896 PMCID: PMC4297301 DOI: 10.1007/s00213-014-3662-7] [Citation(s) in RCA: 136] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Accepted: 06/16/2014] [Indexed: 10/26/2022]
Abstract
RATIONALE A dimensional approach in psychiatry aims to identify core mechanisms of mental disorders across nosological boundaries. OBJECTIVES We compared anticipation of reward between major psychiatric disorders, and investigated whether reward anticipation is impaired in several mental disorders and whether there is a common psychopathological correlate (negative mood) of such an impairment. METHODS We used functional magnetic resonance imaging (fMRI) and a monetary incentive delay (MID) task to study the functional correlates of reward anticipation across major psychiatric disorders in 184 subjects, with the diagnoses of alcohol dependence (n = 26), schizophrenia (n = 44), major depressive disorder (MDD, n = 24), bipolar disorder (acute manic episode, n = 13), attention deficit/hyperactivity disorder (ADHD, n = 23), and healthy controls (n = 54). Subjects' individual Beck Depression Inventory-and State-Trait Anxiety Inventory-scores were correlated with clusters showing significant activation during reward anticipation. RESULTS During reward anticipation, we observed significant group differences in ventral striatal (VS) activation: patients with schizophrenia, alcohol dependence, and major depression showed significantly less ventral striatal activation compared to healthy controls. Depressive symptoms correlated with dysfunction in reward anticipation regardless of diagnostic entity. There was no significant correlation between anxiety symptoms and VS functional activation. CONCLUSION Our findings demonstrate a neurobiological dysfunction related to reward prediction that transcended disorder categories and was related to measures of depressed mood. The findings underline the potential of a dimensional approach in psychiatry and strengthen the hypothesis that neurobiological research in psychiatric disorders can be targeted at core mechanisms that are likely to be implicated in a range of clinical entities.
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Affiliation(s)
- Claudia Hägele
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany,
| | - Florian Schlagenhauf
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany ,Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Michael Rapp
- Social and Preventive Medicine, University of Potsdam, Potsdam, Germany
| | - Philipp Sterzer
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany ,Berlin School of Mind and Brain, Berlin, Germany
| | - Anne Beck
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Felix Bermpohl
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany ,Berlin School of Mind and Brain, Berlin, Germany
| | - Meline Stoy
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Andreas Ströhle
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany ,Berlin School of Mind and Brain, Berlin, Germany
| | - Hans-Ulrich Wittchen
- Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Dresden, Germany
| | - Raymond J. Dolan
- Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, WC1N 3BG UK ,Visiting Einstein Fellow, Mind and Brain Centre, Humboldt University, Berlin, Germany
| | - Andreas Heinz
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany ,Berlin School of Mind and Brain, Berlin, Germany
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Abstract
The early course in clinical and neurobiological terms of obsessive-compulsive disorder (OCD) is almost completely unknown. The disease often begins in early childhood and adolescence, but the first behavioral changes and symptoms preceding OCD have not been assessed to date. In this retrospective approach, 40 patients with OCD (23 females/17 males; 39.4 [10.1] years old in average; with scores on the Yale-Brown Obsessive-Compulsive Scale [Y-BOCS] of 19 [9.3]) were given an author-developed questionnaire. Twenty-three patients reported first changes before having reached the age of 20 years. Rather unspecific symptoms such as "anxiety" and "lacking self-trust" seem to have been more frequent as first signs of developing OCD. Further specific symptoms indicating OCD were "enhanced feeling of responsibility," "exact attention concerning details," "being eager for order and cleanness," "difficulties with decisions," and "repetitive controlling," but were less remembered. There was no significant relationship between these first changes and later OCD-related psychopathology as measured with the Y-BOCS, but there was a relationship with later depressive comorbidity (Hamilton Depression Rating Scale). This substantiates the view that OCD-similar to other psychiatric disorders such as schizophrenia and bipolar disorder-seems to be characterized by a psychopathologically less specific prodrome with rather depressive symptoms. However, this was a retrospective study with preliminary data, which has to be replicated prospectively with a larger sample.
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Simon NW, Moghaddam B. Neural processing of reward in adolescent rodents. Dev Cogn Neurosci 2014; 11:145-54. [PMID: 25524828 PMCID: PMC4597598 DOI: 10.1016/j.dcn.2014.11.001] [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: 06/09/2014] [Revised: 11/11/2014] [Accepted: 11/13/2014] [Indexed: 12/26/2022] Open
Abstract
The adolescent brain processes rewards differently than in adults. These differences occur even when behavior is similar between age groups. DS was the locus of substantial developmental differences in reward activity. Surprisingly, differences were not as pronounced in VS. These differences may have implications for adolescent psychiatric vulnerability.
Immaturities in adolescent reward processing are thought to contribute to poor decision making and increased susceptibility to develop addictive and psychiatric disorders. Very little is known; however, about how the adolescent brain processes reward. The current mechanistic theories of reward processing are derived from adult models. Here we review recent research focused on understanding of how the adolescent brain responds to rewards and reward-associated events. A critical aspect of this work is that age-related differences are evident in neuronal processing of reward-related events across multiple brain regions even when adolescent rats demonstrate behavior similar to adults. These include differences in reward processing between adolescent and adult rats in orbitofrontal cortex and dorsal striatum. Surprisingly, minimal age related differences are observed in ventral striatum, which has been a focal point of developmental studies. We go on to discuss the implications of these differences for behavioral traits affected in adolescence, such as impulsivity, risk-taking, and behavioral flexibility. Collectively, this work suggests that reward-evoked neural activity differs as a function of age and that regions such as the dorsal striatum that are not traditionally associated with affective processing in adults may be critical for reward processing and psychiatric vulnerability in adolescents.
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Affiliation(s)
- Nicholas W Simon
- University of Pittsburgh, Department of Neuroscience, United States
| | - Bita Moghaddam
- University of Pittsburgh, Department of Neuroscience, United States.
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Wotruba D, Heekeren K, Michels L, Buechler R, Simon JJ, Theodoridou A, Kollias S, Rössler W, Kaiser S. Symptom dimensions are associated with reward processing in unmedicated persons at risk for psychosis. Front Behav Neurosci 2014; 8:382. [PMID: 25477792 PMCID: PMC4235359 DOI: 10.3389/fnbeh.2014.00382] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Accepted: 10/16/2014] [Indexed: 12/21/2022] Open
Abstract
There is growing evidence that reward processing is disturbed in schizophrenia. However, it is uncertain whether this dysfunction predates or is secondary to the onset of psychosis. Studying 21 unmedicated persons at risk for psychosis plus 24 healthy controls (HCs) we used a incentive delay paradigm with monetary rewards during functional magnetic resonance imaging. During processing of reward information, at-risk individuals performed similarly well to controls and recruited the same brain areas. However, while anticipating rewards, the high-risk sample exhibited additional activation in the posterior cingulate cortex, and the medio- and superior frontal gyrus, whereas no significant group differences were found after rewards were administered. Importantly, symptom dimensions were differentially associated with anticipation and outcome of the reward. Positive symptoms were correlated with the anticipation signal in the ventral striatum (VS) and the right anterior insula (rAI). Negative symptoms were inversely linked to outcome-related signal within the VS, and depressive symptoms to outcome-related signal within the medial orbitofrontal cortex (mOFC). Our findings provide evidence for a reward-associated dysregulation that can be compensated by recruitment of additional prefrontal areas. We propose that stronger activations within VS and rAI when anticipating a reward reflect abnormal processing of potential future rewards. Moreover, according to the aberrant salience theory of psychosis, this may predispose a person to positive symptoms. Additionally, we report evidence that negative and depressive symptoms are differentially associated with the receipt of a reward, which might demonstrate a broader vulnerability to motivational and affective symptoms in persons at-risk for psychosis.
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Affiliation(s)
- Diana Wotruba
- University Hospital of Psychiatry Zurich, the Zurich Program for Sustainable Development of Mental Health Services (ZInEP) Zurich, Switzerland ; Department of Neuroradiology, University Hospital of Zurich Zurich, Switzerland ; Collegium Helveticum, A Joint Research Institute between the University of Zurich and the Swiss Federal Institute of Technology Zurich Zurich, Switzerland
| | - Karsten Heekeren
- University Hospital of Psychiatry Zurich, the Zurich Program for Sustainable Development of Mental Health Services (ZInEP) Zurich, Switzerland ; Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Switzerland
| | - Lars Michels
- Department of Neuroradiology, University Hospital of Zurich Zurich, Switzerland ; Center for MR Research, University Children's Hospital Zurich Zurich, Switzerland
| | - Roman Buechler
- University Hospital of Psychiatry Zurich, the Zurich Program for Sustainable Development of Mental Health Services (ZInEP) Zurich, Switzerland ; Department of Neuroradiology, University Hospital of Zurich Zurich, Switzerland
| | - Joe J Simon
- Department of General Internal Medicine and Psychosomatics, Centre for Psychosocial Medicine, University Hospital Heidelberg Heidelberg, Germany
| | - Anastasia Theodoridou
- University Hospital of Psychiatry Zurich, the Zurich Program for Sustainable Development of Mental Health Services (ZInEP) Zurich, Switzerland ; Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Switzerland
| | - Spyros Kollias
- Department of Neuroradiology, University Hospital of Zurich Zurich, Switzerland
| | - Wulf Rössler
- University Hospital of Psychiatry Zurich, the Zurich Program for Sustainable Development of Mental Health Services (ZInEP) Zurich, Switzerland ; Collegium Helveticum, A Joint Research Institute between the University of Zurich and the Swiss Federal Institute of Technology Zurich Zurich, Switzerland ; Laboratory of Neuroscience (LIM-27), Institute of Psychiatry, University of Sao Paulo Sao Paulo, Brazil
| | - Stefan Kaiser
- Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Switzerland ; Center for Integrative Human Physiology, University of Zurich Zurich, Switzerland
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Cella M, Bishara AJ, Medin E, Swan S, Reeder C, Wykes T. Identifying cognitive remediation change through computational modelling--effects on reinforcement learning in schizophrenia. Schizophr Bull 2014; 40:1422-32. [PMID: 24214932 PMCID: PMC4193689 DOI: 10.1093/schbul/sbt152] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
OBJECTIVE Converging research suggests that individuals with schizophrenia show a marked impairment in reinforcement learning, particularly in tasks requiring flexibility and adaptation. The problem has been associated with dopamine reward systems. This study explores, for the first time, the characteristics of this impairment and how it is affected by a behavioral intervention-cognitive remediation. METHOD Using computational modelling, 3 reinforcement learning parameters based on the Wisconsin Card Sorting Test (WCST) trial-by-trial performance were estimated: R (reward sensitivity), P (punishment sensitivity), and D (choice consistency). In Study 1 the parameters were compared between a group of individuals with schizophrenia (n = 100) and a healthy control group (n = 50). In Study 2 the effect of cognitive remediation therapy (CRT) on these parameters was assessed in 2 groups of individuals with schizophrenia, one receiving CRT (n = 37) and the other receiving treatment as usual (TAU, n = 34). RESULTS In Study 1 individuals with schizophrenia showed impairment in the R and P parameters compared with healthy controls. Study 2 demonstrated that sensitivity to negative feedback (P) and reward (R) improved in the CRT group after therapy compared with the TAU group. R and P parameter change correlated with WCST outputs. Improvements in R and P after CRT were associated with working memory gains and reduction of negative symptoms, respectively. CONCLUSION Schizophrenia reinforcement learning difficulties negatively influence performance in shift learning tasks. CRT can improve sensitivity to reward and punishment. Identifying parameters that show change may be useful in experimental medicine studies to identify cognitive domains susceptible to improvement.
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Affiliation(s)
- Matteo Cella
- Department of Psychology, Institute of Psychiatry, King's College London, UK;
| | | | - Evelina Medin
- Department of Psychology, Institute of Psychiatry, King's College London, UK
| | - Sarah Swan
- Department of Psychology, Institute of Psychiatry, King's College London, UK
| | - Clare Reeder
- Department of Psychology, Institute of Psychiatry, King's College London, UK
| | - Til Wykes
- Department of Psychology, Institute of Psychiatry, King's College London, UK
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Fischer AS, Whitfield-Gabrieli S, Roth RM, Brunette MF, Green AI. Impaired functional connectivity of brain reward circuitry in patients with schizophrenia and cannabis use disorder: Effects of cannabis and THC. Schizophr Res 2014; 158:176-82. [PMID: 25037524 PMCID: PMC4778557 DOI: 10.1016/j.schres.2014.04.033] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Revised: 04/21/2014] [Accepted: 04/23/2014] [Indexed: 01/21/2023]
Abstract
Cannabis use disorder (CUD) occurs in up to 42% of patients with schizophrenia and substantially worsens disease progression. The basis of CUD in schizophrenia is unclear and available treatments are rarely successful at limiting cannabis use. We have proposed that a dysregulated brain reward circuit (BRC) may underpin cannabis use in these patients. In the present pilot study, we used whole-brain seed-to-voxel resting state functional connectivity (rs-fc) to examine the BRC of patients with schizophrenia and CUD, and to explore the effects of smoked cannabis and orally administered delta-9-tetrahydrocannabinol (THC) on the BRC. 12 patients with schizophrenia and CUD and 12 control subjects each completed two fMRI resting scans, with patients administered either a 3.6% THC cannabis cigarette (n=6) or a 15 mg THC capsule (n=6) prior to their second scan. Results revealed significantly reduced connectivity at baseline in patients relative to controls, with most pronounced hypoconnectivity found between the nucleus accumbens and prefrontal cortical BRC regions (i.e., anterior prefrontal cortex, orbitofrontal cortex, and anterior cingulate cortex). Both cannabis and THC administration increased connectivity between these regions, in direct correlation with increases in plasma THC levels. This study is the first to investigate interregional connectivity of the BRC and the effects of cannabis and THC on this circuit in patients with schizophrenia and CUD. The findings from this pilot study support the use of rs-fc as a means of measuring the integrity of the BRC and the effects of pharmacologic agents acting on this circuit in patients with schizophrenia and CUD.
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Affiliation(s)
- Adina S Fischer
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Susan Whitfield-Gabrieli
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Robert M Roth
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Mary F Brunette
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Alan I Green
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, NH, USA; Department of Pharmacology and Toxicology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
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Juckel G. Serotonin: from sensory processing to schizophrenia using an electrophysiological method. Behav Brain Res 2014; 277:121-4. [PMID: 24971690 DOI: 10.1016/j.bbr.2014.05.042] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 05/18/2014] [Accepted: 05/20/2014] [Indexed: 10/25/2022]
Abstract
Serotonin plays a major role in sensory processing especially with in the primary auditory cortex. The so-called loudness dependence of auditory evoked potentials is generated by pyramidal cells of the primary auditory cortex (LDAEP) which are modulated by serotonergic projection fibers to the main regulators of pyramidal cells, i.e. GABAergic interneurons. Therefore, there are a lot of preclinical as well as clinical proofs and hints that the LDAEP may serve as a valid indicator of synaptically released serotonin, although there are also data not supporting this relationship. This is further examplified by LDAEP data in patients with different states of schizophrenia, from prodromal to the chronic state. Hereby, a strong relationship was found between LDAEP, i.e. different serotonin levels, and the negative symptoms of these groups of patients with schizophrenia. This underlines the importance of LDAEP as indicator of central serotonergic neurotransmission and its high relevance for clinical psychiatry and psychopharmacology.
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Affiliation(s)
- Georg Juckel
- Dept. of Psychiatry, Ruhr University Bochum, LWL University Hospital, Alexandrinenstr.1, 44791 Bochum, NRW, Germany.
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Karlsgodt KH, van Erp TG, Bearden CE, Cannon TD. Altered relationships between age and functional brain activation in adolescents at clinical high risk for psychosis. Psychiatry Res 2014; 221:21-9. [PMID: 24144510 PMCID: PMC3921908 DOI: 10.1016/j.pscychresns.2013.08.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2012] [Revised: 08/08/2013] [Accepted: 08/09/2013] [Indexed: 01/20/2023]
Abstract
Schizophrenia is considered a neurodevelopmental disorder, but whether the adolescent period, proximal to onset, is associated with aberrant development in individuals at clinical high risk (CHR) for psychosis is incompletely understood. While abnormal gray and white matter development has been observed, alterations in functional neuroimaging (fMRI) parameters during adolescence as related to conversion to psychosis have not yet been investigated. Twenty CHR individuals and 19 typically developing controls (TDC), (ages 14-21), were recruited from the Center for Assessment and Prevention of Prodromal States (CAPPS) at UCLA. Participants performed a Sternberg-style verbal working memory (WMem) task during fMRI and data were analyzed using a cross-sectional design to test the hypothesis that there is a deviant developmental trajectory in WMem associated neural circuitry in those at risk for psychosis. Eight of the CHR adolescents converted to psychosis within 2 years of initial assessment. A voxel-wise regression examining the relationship between age and activation revealed a significant group-by-age interaction. TDC showed a negative association between age and functional activation in the WMem circuitry while CHR adolescents showed a positive association. Moreover, CHR patients who later converted to overt psychosis showed a distinct pattern of abnormal age-associated activation in the frontal cortex relative to controls, while non-converters showed a more diffuse posterior pattern. Finding that age related variation in baseline patterns of neural activity differentiate individuals who subsequently convert to psychosis from healthy subjects suggests that these differences are likely to be clinically relevant.
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Affiliation(s)
- Katherine H. Karlsgodt
- Department of Psychiatry, Zucker Hillside Hospital, University of California Irvine
,Feinstein Institute for Medical Research, University of California Irvine
| | - Theo G.M. van Erp
- Department of Psychiatry and Human Behavior, University of California Irvine
| | - Carrie E. Bearden
- Departments of Psychiatry and Psychology, University of California, Los Angeles
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Simultaneous EEG and fMRI reveals a causally connected subcortical-cortical network during reward anticipation. J Neurosci 2013; 33:14526-33. [PMID: 24005303 DOI: 10.1523/jneurosci.0631-13.2013] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) have been used to study the neural correlates of reward anticipation, but the interrelation of EEG and fMRI measures remains unknown. The goal of the present study was to investigate this relationship in response to a well established reward anticipation paradigm using simultaneous EEG-fMRI recording in healthy human subjects. Analysis of causal interactions between the thalamus (THAL), ventral-striatum (VS), and supplementary motor area (SMA), using both mediator analysis and dynamic causal modeling, revealed that (1) THAL fMRI blood oxygenation level-dependent (BOLD) activity is mediating intermodal correlations between the EEG contingent negative variation (CNV) signal and the fMRI BOLD signal in SMA and VS, (2) the underlying causal connectivity network consists of top-down regulation from SMA to VS and SMA to THAL along with an excitatory information flow through a THAL→VS→SMA route during reward anticipation, and (3) the EEG CNV signal is best predicted by a combination of THAL fMRI BOLD response and strength of top-down regulation from SMA to VS and SMA to THAL. Collectively, these findings represent a likely neurobiological mechanism mapping a primarily subcortical process, i.e., reward anticipation, onto a cortical signature.
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da Silva Alves F, Bakker G, Schmitz N, Abeling N, Hasler G, van der Meer J, Nederveen A, de Haan L, Linszen D, van Amelsvoort T. Dopaminergic modulation of the reward system in schizophrenia: a placebo-controlled dopamine depletion fMRI study. Eur Neuropsychopharmacol 2013; 23:1577-86. [PMID: 23978392 DOI: 10.1016/j.euroneuro.2013.06.008] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2013] [Revised: 04/19/2013] [Accepted: 06/24/2013] [Indexed: 01/01/2023]
Abstract
BACKGROUND The brain reward circuitry innervated by dopamine is critically disturbed in schizophrenia. This study aims to investigate the role of dopamine-related brain activity during prediction of monetary reward and loss in first episode schizophrenia patients. METHODS We measured blood-oxygen-level dependent (BOLD) activity in 10 patients with schizophrenia (SCH) and 12 healthy controls during dopamine depletion with α-methylparatyrosine (AMPT) and during a placebo condition (PLA). RESULTS AMPT reduced the activation of striatal and cortical brain regions in SCH. In SCH vs. controls reduced activation was found in the AMPT condition in several regions during anticipation of reward and loss, including areas of the striatum and frontal cortex. In SCH vs. controls reduced activation of the superior temporal gyrus and posterior cingulate was observed in PLA during anticipation of rewarding stimuli. PLA patients had reduced activation in the ventral striatum, frontal and cingulate cortex in anticipation of loss. The findings of reduced dopamine-related brain activity during AMPT were verified by reduced levels of dopamine in urine, homovanillic-acid in plasma and increased prolactin levels. CONCLUSIONS Our results indicate that dopamine depletion affects functioning of the cortico-striatal reward circuitry in SCH. The findings also suggest that neuronal functions associated with dopamine neurotransmission and attribution of salience to reward predicting stimuli are altered in schizophrenia.
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Plichta MM, Scheres A. Ventral-striatal responsiveness during reward anticipation in ADHD and its relation to trait impulsivity in the healthy population: a meta-analytic review of the fMRI literature. Neurosci Biobehav Rev 2013; 38:125-34. [PMID: 23928090 DOI: 10.1016/j.neubiorev.2013.07.012] [Citation(s) in RCA: 291] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2013] [Revised: 07/10/2013] [Accepted: 07/18/2013] [Indexed: 01/30/2023]
Abstract
A review of the existing functional magnetic resonance imaging (fMRI) studies on reward anticipation in patients with attention-deficit/hyperactivity disorder (ADHD) is provided. Meta-analysis showed a significant medium effect size (Cohen's d=0.48-0.58) in terms of ventral-striatal (VS)-hyporesponsiveness in ADHD. Studies on VS-responsiveness and trait impulsivity in the healthy population demonstrate the opposite relationship, i.e. impulsivity-scores positively correlated with VS activation during reward processing. Against the background that ADHD may represent an extreme on a continuum of normal variability, the question arises as to how these contrasting findings can be integrated. We discuss three theoretical approaches, each of which integrates the opposing findings: (1) an inverted-u-shape model; (2) a (genetic) moderator model; and (3) the "unrelated model". We conclude that at the present stage the number of existing studies in the healthy population as well as in ADHD groups is too small for a final answer. Therefore, our presented integrative approaches should be understood as an attempt to frame future research directions by generating testable hypotheses and giving practical suggestions for future studies.
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Affiliation(s)
- Michael M Plichta
- Central Institute of Mental Health, Department of Psychiatry and Psychotherapy, University of Heidelberg/Medical Faculty Mannheim, Mannheim, Germany.
| | - Anouk Scheres
- Developmental Psychology, Behavioural Science Institute, Radboud University Nijmegen, Netherlands
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Agonist high- and low-affinity states of dopamine D₂ receptors: methods of detection and clinical implications. Naunyn Schmiedebergs Arch Pharmacol 2012; 386:135-54. [PMID: 23224422 DOI: 10.1007/s00210-012-0817-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2012] [Accepted: 11/22/2012] [Indexed: 01/10/2023]
Abstract
Dopamine D(2) receptors, similar to other G-protein-coupled receptors, exist in a high- and low-affinity state for agonists. Based upon a review of the methods for detecting D(2) receptor agonist high-affinity states, we discuss alterations of such states in animal models of disease and the implications of such alterations for their labelling with positron emission tomography (PET) and single-photon emission computed tomography (SPECT) tracers. The classic approach of detecting agonist high-affinity states compares agonist competition for antagonist radioligands, in most cases using [(3)H]-spiperone as the radioligand; alternative approaches and radioligands have been proposed, but their claimed advantages have not been substantiated by other investigators. In view of the advantages and disadvantages of various techniques, we critically have reviewed reported findings on the detection of D(2) receptor agonist high-affinity states in a variety of animal models. These data are compared to the less numerous findings from human in vivo studies based on PET and SPECT tracers; they are interpreted in light of the finding that D(2) receptor agonist high-affinity states under control conditions may differ between rodent and human brain. The potential advantages of agonist ligands in studies of pathophysiology and as diagnostics are being discussed.
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