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De Rossi P, Dacquino C, Piras F, Caltagirone C, Spalletta G. Left nucleus accumbens atrophy in deficit schizophrenia: A preliminary study. Psychiatry Res Neuroimaging 2016; 254:48-55. [PMID: 27322868 DOI: 10.1016/j.pscychresns.2016.06.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Revised: 06/02/2016] [Accepted: 06/04/2016] [Indexed: 01/21/2023]
Abstract
A question that remains to be answered is whether schizophrenia can be characterized by a single etiopathophysiology or whether separate sub-syndromes should be differentiated to define specific mechanisms for each sub-type. Individuals affected by the deficit subtype of schizophrenia (DSZ) display avolitional/amotivational features that respond poorly to conventional treatments. Characterizing DSZ from a neuroanatomical point of view may help clarify this issue and develop new treatment strategies. To determine if DSZ is associated with structural alterations in specific deep grey matter structures linked to its key clinical features, 22 DSZ patients, 22 non-deficit schizophrenia (NDSZ) patients and 22 healthy controls (HC) were recruited for a case-control cross-sectional study. High-resolution magnetic resonance imaging was performed in all subjects and volumes of deep grey matter structures were measured using FreeSurfer. DSZ patients displayed smaller left accumbens volumes compared to both NDSZ patients and HC. Moreover, age and duration of illness were significantly associated with lower volume of the left accumbens in DSZ but not in NDSZ. Findings indicate that DSZ is associated with lower volume of the nucleus accumbens in the dominant hemisphere. This is consistent with the psychopathological features and functional impairments present in DSZ and thus indicates a potential mechanism.
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Affiliation(s)
- Pietro De Rossi
- Department of Clinical and Behavioural Neurology, IRCCS Santa Lucia Foundation, 00179, Rome, Italy; Department NESMOS, Faculty of Medicine and Psychology, University "Sapienza" of Rome, Rome, Italy; Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy.
| | - Claudia Dacquino
- Department of Clinical and Behavioural Neurology, IRCCS Santa Lucia Foundation, 00179, Rome, Italy; Department of Anatomical, Histological, Forensic and Orthopaedic Sciences, Sapienza University of Rome, Italy
| | - Fabrizio Piras
- Department of Clinical and Behavioural Neurology, IRCCS Santa Lucia Foundation, 00179, Rome, Italy
| | - Carlo Caltagirone
- Department of Clinical and Behavioural Neurology, IRCCS Santa Lucia Foundation, 00179, Rome, Italy; Department of Neuroscience, "Tor Vergata" University, 00173, Rome, Italy
| | - Gianfranco Spalletta
- Department of Clinical and Behavioural Neurology, IRCCS Santa Lucia Foundation, 00179, Rome, Italy; Beth K. and Stuart C. Yudofsky Division of Neuropsychiatry, Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA.
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252
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Culbreth AJ, Westbrook A, Daw ND, Botvinick M, Barch DM. Reduced model-based decision-making in schizophrenia. JOURNAL OF ABNORMAL PSYCHOLOGY 2016; 125:777-787. [PMID: 27175984 PMCID: PMC4980177 DOI: 10.1037/abn0000164] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Individuals with schizophrenia have a diminished ability to use reward history to adaptively guide behavior. However, tasks traditionally used to assess such deficits often rely on multiple cognitive and neural processes, leaving etiology unresolved. In the current study, we adopted recent computational formalisms of reinforcement learning to distinguish between model-based and model-free decision-making in hopes of specifying mechanisms associated with reinforcement-learning dysfunction in schizophrenia. Under this framework, decision-making is model-free to the extent that it relies solely on prior reward history, and model-based if it relies on prospective information such as motivational state, future consequences, and the likelihood of obtaining various outcomes. Model-based and model-free decision-making was assessed in 33 schizophrenia patients and 30 controls using a 2-stage 2-alternative forced choice task previously demonstrated to discern individual differences in reliance on the 2 forms of reinforcement-learning. We show that, compared with controls, schizophrenia patients demonstrate decreased reliance on model-based decision-making. Further, parameter estimates of model-based behavior correlate positively with IQ and working memory measures, suggesting that model-based deficits seen in schizophrenia may be partially explained by higher-order cognitive deficits. These findings demonstrate specific reinforcement-learning and decision-making deficits and thereby provide valuable insights for understanding disordered behavior in schizophrenia. (PsycINFO Database Record
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Affiliation(s)
- Adam J. Culbreth
- Department of Psychological and Brain Sciences, Washington University in Saint Louis
| | - Andrew Westbrook
- Department of Psychological and Brain Sciences, Washington University in Saint Louis
| | - Nathaniel D. Daw
- Princeton Neuroscience Institute and Department of Psychology, Princeton University
| | - Matthew Botvinick
- Princeton Neuroscience Institute and Department of Psychology, Princeton University
| | - Deanna M. Barch
- Department of Psychological and Brain Sciences, Washington University in Saint Louis
- Department of Psychiatry & Radiology, Washington University in Saint Louis
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253
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van Duin EDA, Goossens L, Hernaus D, da Silva Alves F, Schmitz N, Schruers K, van Amelsvoort T. Neural correlates of reward processing in adults with 22q11 deletion syndrome. J Neurodev Disord 2016; 8:25. [PMID: 27429661 PMCID: PMC4946156 DOI: 10.1186/s11689-016-9158-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2015] [Accepted: 07/05/2016] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND 22q11.2 deletion syndrome (22q11DS) is caused by a microdeletion on chromosome 22q11.2 and associated with an increased risk to develop psychosis. The gene coding for catechol-O-methyl-transferase (COMT) is located at the deleted region, resulting in disrupted dopaminergic neurotransmission in 22q11DS, which may contribute to the increased vulnerability for psychosis. A dysfunctional motivational reward system is considered one of the salient features in psychosis and thought to be related to abnormal dopaminergic neurotransmission. The functional anatomy of the brain reward circuitry has not yet been investigated in 22q11DS. METHODS This study aims to investigate neural activity during anticipation of reward and loss in adult patients with 22q11DS. We measured blood-oxygen-level dependent (BOLD) activity in 16 patients with 22q11DS and 12 healthy controls during a monetary incentive delay task using a 3T Philips Intera MRI system. Data were analysed using SPM8. RESULTS During anticipation of reward, the 22q11DS group alone displayed significant activation in bilateral middle frontal and temporal brain regions. Compared to healthy controls, significantly less activation in bilateral cingulate gyrus extending to premotor, primary motor and somatosensory areas was found. During anticipation of loss, the 22q11DS group displayed activity in the left middle frontal gyrus and anterior cingulate cortex, and relative to controls, they showed reduced brain activation in bilateral (pre)cuneus and left posterior cingulate. Within the 22q11DS group, COMT Val hemizygotes displayed more activation compared to Met hemizygotes in right posterior cingulate and bilateral parietal regions during anticipation of reward. During anticipation of loss, COMT Met hemizygotes compared to Val hemizygotes showed more activation in bilateral insula, striatum and left anterior cingulate. CONCLUSIONS This is the first study to investigate reward processing in 22q11DS. Our preliminary results suggest that people with 22q11DS engage a fronto-temporal neural network. Compared to healthy controls, people with 22q11DS primarily displayed reduced activity in medial frontal regions during reward anticipation. COMT hemizygosity affects responsivity of the reward system in this condition. Alterations in reward processing partly underlain by the dopamine system may play a role in susceptibility for psychosis in 22q11DS.
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Affiliation(s)
- Esther D. A. van Duin
- />Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands
| | - Liesbet Goossens
- />Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands
| | - Dennis Hernaus
- />Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands
| | - Fabiana da Silva Alves
- />Department of Psychiatry, Academic Medical Centre Amsterdam, Amsterdam, The Netherlands
| | - Nicole Schmitz
- />Department of Psychiatry, Academic Medical Centre Amsterdam, Amsterdam, The Netherlands
| | - Koen Schruers
- />Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands
| | - Therese van Amelsvoort
- />Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands
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254
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Abnormal Frontostriatal Activity During Unexpected Reward Receipt in Depression and Schizophrenia: Relationship to Anhedonia. Neuropsychopharmacology 2016; 41:2001-10. [PMID: 26708106 PMCID: PMC4820052 DOI: 10.1038/npp.2015.370] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Revised: 12/03/2015] [Accepted: 12/04/2015] [Indexed: 02/02/2023]
Abstract
Alterations in reward processes may underlie motivational and anhedonic symptoms in depression and schizophrenia. However it remains unclear whether these alterations are disorder-specific or shared, and whether they clearly relate to symptom generation or not. We studied brain responses to unexpected rewards during a simulated slot-machine game in 24 patients with depression, 21 patients with schizophrenia, and 21 healthy controls using functional magnetic resonance imaging. We investigated relationships between brain activation, task-related motivation, and questionnaire rated anhedonia. There was reduced activation in the orbitofrontal cortex, ventral striatum, inferior temporal gyrus, and occipital cortex in both depression and schizophrenia in comparison with healthy participants during receipt of unexpected reward. In the medial prefrontal cortex both patient groups showed reduced activation, with activation significantly more abnormal in schizophrenia than depression. Anterior cingulate and medial frontal cortical activation predicted task-related motivation, which in turn predicted anhedonia severity in schizophrenia. Our findings provide evidence for overlapping hypofunction in ventral striatal and orbitofrontal regions in depression and schizophrenia during unexpected reward receipt, and for a relationship between unexpected reward processing in the medial prefrontal cortex and the generation of motivational states.
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255
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Abstract
PURPOSE OF REVIEW Anhedonia, traditionally defined as a diminished capacity to experience pleasure, has long been considered a core symptom of schizophrenia. However, recent research calls into question whether individuals with schizophrenia are truly anhedonic, suggesting intact subjective and neurophysiological response to rewarding stimuli in-the-moment. Despite a presumably intact capacity to experience pleasure, people with schizophrenia still engage in fewer reward-seeking behaviors. This discrepancy has been explained as a dissociation between "liking" and "wanting", with dopaminergic and prefrontal influences on incentive salience leading hedonic responses to not effectively translate into motivated behavior. In the current review, the literature on a key aspect of the wanting deficit is reviewed, anticipatory pleasure. RECENT FINDINGS Results provide consistent evidence for impairment in some aspects of anticipatory pleasure (e.g., prospection, associative learning between reward predictive cues and outcomes), and inconsistent evidence for others (e.g., anticipatory affect and affective forecasting). SUMMARY Mechanisms underlying anticipatory pleasure abnormalities in schizophrenia are discussed and a new model of anticipatory pleasure deficits is proposed. Findings suggest that anticipatory pleasure may be a critical component of impairments in wanting that impact motivated behavior in schizophrenia.
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Affiliation(s)
- Katherine H Frost
- Department of Psychology, State University of New York at Binghamton
| | - Gregory P Strauss
- Department of Psychology, State University of New York at Binghamton
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256
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Kirschner M, Hager OM, Bischof M, Hartmann-Riemer MN, Kluge A, Seifritz E, Tobler PN, Kaiser S. Deficits in context-dependent adaptive coding of reward in schizophrenia. NPJ SCHIZOPHRENIA 2016; 2:16020. [PMID: 27430009 PMCID: PMC4945098 DOI: 10.1038/npjschz.2016.20] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 05/08/2016] [Accepted: 05/10/2016] [Indexed: 11/26/2022]
Abstract
Theoretical principles of information processing and empirical findings suggest that to efficiently represent all possible rewards in the natural environment, reward-sensitive neurons have to adapt their coding range dynamically to the current reward context. Adaptation ensures that the reward system is most sensitive for the most likely rewards, enabling the system to efficiently represent a potentially infinite range of reward information. A deficit in neural adaptation would prevent precise representation of rewards and could have detrimental effects for an organism’s ability to optimally engage with its environment. In schizophrenia, reward processing is known to be impaired and has been linked to different symptom dimensions. However, despite the fundamental significance of coding reward adaptively, no study has elucidated whether adaptive reward processing is impaired in schizophrenia. We therefore studied patients with schizophrenia (n=27) and healthy controls (n=25), using functional magnetic resonance imaging in combination with a variant of the monetary incentive delay task. Compared with healthy controls, patients with schizophrenia showed less efficient neural adaptation to the current reward context, which leads to imprecise neural representation of reward. Importantly, the deficit correlated with total symptom severity. Our results suggest that some of the deficits in reward processing in schizophrenia might be due to inefficient neural adaptation to the current reward context. Furthermore, because adaptive coding is a ubiquitous feature of the brain, we believe that our findings provide an avenue in defining a general impairment in neural information processing underlying this debilitating disorder.
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Affiliation(s)
- Matthias Kirschner
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich , Zurich, Switzerland
| | - Oliver M Hager
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland; Laboratory for Social and Neural Systems Research, Department of Economics, University of Zurich, Zurich, Switzerland
| | - Martin Bischof
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich , Zurich, Switzerland
| | - Matthias N Hartmann-Riemer
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland; Laboratory for Social and Neural Systems Research, Department of Economics, University of Zurich, Zurich, Switzerland
| | - Agne Kluge
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich , Zurich, Switzerland
| | - Erich Seifritz
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland; Neuroscience Center Zurich, University of Zurich, Zurich, Switzerland; Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Philippe N Tobler
- Laboratory for Social and Neural Systems Research, Department of Economics, University of Zurich, Zurich, Switzerland; Neuroscience Center Zurich, University of Zurich, Zurich, Switzerland; Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Stefan Kaiser
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland; Neuroscience Center Zurich, University of Zurich, Zurich, Switzerland; Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
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257
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Neuronal remapping and circuit persistence in economic decisions. Nat Neurosci 2016; 19:855-61. [PMID: 27159800 PMCID: PMC4882218 DOI: 10.1038/nn.4300] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 04/04/2016] [Indexed: 11/08/2022]
Abstract
The orbitofrontal cortex plays a central role in good-based economic decisions. When subjects make choices, neurons in this region represent the identities and values of offered and chosen goods. Notably, choices in different behavioral contexts may involve a potentially infinite variety of goods. Thus a fundamental question concerns the stability versus flexibility of the decision circuit. Here we show in rhesus monkeys that neurons encoding the identity or the subjective value of particular goods in a given context 'remap' and become associated with different goods when the context changes. At the same time, the overall organization of the decision circuit and the function of individual cells remain stable across contexts. In particular, two neurons supporting the same decision in one context also support the same decision in different contexts. These results demonstrate how the same neural circuit can underlie economic decisions involving a large variety of goods.
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258
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Fett AKJ, Shergill SS, Korver-Nieberg N, Yakub F, Gromann PM, Krabbendam L. Learning to trust: trust and attachment in early psychosis. Psychol Med 2016; 46:1437-1447. [PMID: 26898947 DOI: 10.1017/s0033291716000015] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND Distrust and social dysfunction are characteristic in psychosis and may arise from attachment insecurity, which is elevated in the disorder. The relationship between trust and attachment in the early stages of psychosis is unknown, yet could help to understand interpersonal difficulties and disease progression. This study aimed to investigate whether trust is reduced in patients with early psychosis and whether this is accounted for by attachment avoidance and attachment anxiety. METHOD We used two trust games with a cooperative and unfair partner in a sample of 39 adolescents with early psychosis and 100 healthy controls. RESULTS Patients had higher levels of attachment anxiety, but the groups did not differ in attachment avoidance. Basic trust was lower in patients than controls, as indicated by lower initial investments. During cooperation patients increased their trust towards levels of controls, i.e. they were able to learn and to override initial suspiciousness. Patients decreased their trust less than controls during unfair interactions. Anxious attachment was associated with higher basic trust and higher trust during unfair interactions and predicted trust independent of group status. Discussion Patients showed decreased basic trust but were able to learn from the trustworthy behaviour of their counterpart. Worries about the acceptance by others and low self-esteem are associated with psychosis and attachment anxiety and may explain behaviour that is focused on conciliation, rather than self-protection.
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Affiliation(s)
- A-K J Fett
- Department of Educational Neuroscience and LEARN! Research Institute for Learning and Education,Faculty of Behavioural and Movement Sciences,VU University Amsterdam,Amsterdam,The Netherlands
| | - S S Shergill
- Department of Psychosis Studies,King's College London,Institute of Psychiatry, Psychology & Neuroscience,London,UK
| | - N Korver-Nieberg
- Department of Early Psychosis,AMC,Academic Psychiatric Centre,Amsterdam,The Netherlands
| | - F Yakub
- Department of Psychosis Studies,King's College London,Institute of Psychiatry, Psychology & Neuroscience,London,UK
| | - P M Gromann
- Department of Educational Neuroscience and LEARN! Research Institute for Learning and Education,Faculty of Behavioural and Movement Sciences,VU University Amsterdam,Amsterdam,The Netherlands
| | - L Krabbendam
- Department of Educational Neuroscience and LEARN! Research Institute for Learning and Education,Faculty of Behavioural and Movement Sciences,VU University Amsterdam,Amsterdam,The Netherlands
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259
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Sigurdsson T. Neural circuit dysfunction in schizophrenia: Insights from animal models. Neuroscience 2016; 321:42-65. [DOI: 10.1016/j.neuroscience.2015.06.059] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Revised: 06/15/2015] [Accepted: 06/26/2015] [Indexed: 12/17/2022]
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260
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Kirschner M, Hager OM, Bischof M, Hartmann MN, Kluge A, Seifritz E, Tobler PN, Kaiser S. Ventral striatal hypoactivation is associated with apathy but not diminished expression in patients with schizophrenia. J Psychiatry Neurosci 2016; 41:152-61. [PMID: 26395814 PMCID: PMC4853206 DOI: 10.1503/jpn.140383] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Negative symptoms of schizophrenia can be grouped in 2 dimensions: apathy and diminished expression. Increasing evidence suggests that negative symptoms are associated with altered neural activity of subcortical and cortical regions in the brain reward system. However, the neurobiological basis of the distinct symptom dimensions within negative symptoms is still poorly understood. The primary aim of our study was to examine the neural correlates of the negative symptom dimensions apathy and diminished expression during a reward processing task. METHODS Patients with schizophrenia and healthy controls underwent event-related fMRI while performing a variant of the Monetary Incentive Delay Task. We assessed negative symptom dimensions using the Brief Negative Symptom Scale. RESULTS We included 27 patients and 25 controls in our study. Both groups showed neural activation indicated by blood oxygen-level dependent signal in the ventral striatum during reward anticipation. Ventral striatal activation during reward anticipation showed a strong negative correlation with apathy. Importantly, this effect was not driven by cognitive ability, medication, depressive or positive symptoms. In contrast, no significant correlation with the diminished expression dimension was observed. LIMITATIONS Although the results remain significant when controlling for chlorpromazine equivalents, we cannot fully exclude potential confounding effects of medication with atypical antipsychotics. CONCLUSION The specific correlation of ventral striatal hypoactivation during reward anticipation with apathy demonstrates a differentiation of apathy and diminished expression on a neurobiological level and provides strong evidence for different pathophysiological mechanisms underlying these 2 negative symptom dimensions. Our findings contribute to a multilevel framework in which apathy and motivational impairment in patients with schizophrenia can be described on psychopathological, behavioural and neural levels.
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Affiliation(s)
- Matthias Kirschner
- Correspondence to: M. Kirschner, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Lenggstrasse 31, 8032 Zurich, Switzerland;
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Raffard S, Gutierrez LA, Yazbek H, Larue A, Boulenger JP, Lançon C, Benoit M, Faget C, Norton J, Capdevielle D. Working Memory Deficit as a Risk Factor for Severe Apathy in Schizophrenia: A 1-Year Longitudinal Study. Schizophr Bull 2016; 42:642-51. [PMID: 26834026 PMCID: PMC4838112 DOI: 10.1093/schbul/sbw002] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Apathy, described as impaired motivation and goal-directed behavior, is a common yet often overlooked multidimensional psychopathological state in schizophrenia. Its underlying cognitive processes remain largely unexplored. Data was drawn from a longitudinal hospital study of patients with a DSM-IV diagnosis of schizophrenia; 137 (82.5%) participated at the 1-month follow-up and 81 (59.1%) at the 1-year follow-up. Apathy was assessed with the Lille Apathy Rating Scale, validated in French and in schizophrenia. Severe apathy, overall (total score > -13) and on 4 previously identified distinct dimensions, was considered. Episodic verbal learning was assessed with the California Verbal Learning Test, executive functioning with the Trail Making Test, the Six Element Test and the Stop Signal Paradigm and working memory with the Letter-Number Sequencing Test. After controlling for confounding variables, only episodic verbal learning was associated with severe overall apathy in the cross-sectional study. At 1 year, working memory was associated with an increased risk of severe overall apathy, adjusting for baseline apathy. Using a dimensional approach to apathy, specific types of cognition were found to be associated with specific dimensions of apathy. Our findings confirm the need for a multidimensional approach of negative symptoms in schizophrenia. Moreover, cognitive functioning could be a risk factor for developing severe apathy. Cognitive remediation may thus be a useful non-pharmacological intervention for treating apathy in schizophrenia patients.
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Affiliation(s)
- Stéphane Raffard
- University Department of Adult Psychiatry, Hôpital de la Colombière, CHRU Montpellier, Montpellier, France; Epsylon Laboratory Dynamic of Human Abilities & Health Behaviors, University of Montpellier 3, Montpellier, France;
| | - Laure-Anne Gutierrez
- University Department of Adult Psychiatry, Hôpital de la Colombière, CHRU Montpellier, Montpellier, France; U1061: Neuropsychiatry: Epidemiological and Clinical Research, INSERM U1061, Montpellier, France; U1061: Neuropsychiatry: Epidemiological and Clinical Research, University of Montpellier, Montpellier, France
| | - Hanan Yazbek
- University Department of Adult Psychiatry, Hôpital de la Colombière, CHRU Montpellier, Montpellier, France; Epsylon Laboratory Dynamic of Human Abilities & Health Behaviors, University of Montpellier 3, Montpellier, France
| | - Aurore Larue
- University Department of Adult Psychiatry, Hôpital de la Colombière, CHRU Montpellier, Montpellier, France
| | - Jean-Philippe Boulenger
- University Department of Adult Psychiatry, Hôpital de la Colombière, CHRU Montpellier, Montpellier, France
| | - Christophe Lançon
- Aix-Marseille University, EA 3279-Public Health, Chronic Diseases and Quality of Life-Research Unit, Marseille, France
| | - Michel Benoit
- Psychiatry-Clinical Neuroscience Department, Pasteur Hospital, University of Nice Sophia-Antipolis, Nice, France
| | - Catherine Faget
- Aix-Marseille University, EA 3279-Public Health, Chronic Diseases and Quality of Life-Research Unit, Marseille, France
| | - Joanna Norton
- U1061: Neuropsychiatry: Epidemiological and Clinical Research, INSERM U1061, Montpellier, France; U1061: Neuropsychiatry: Epidemiological and Clinical Research, University of Montpellier, Montpellier, France
| | - Delphine Capdevielle
- University Department of Adult Psychiatry, Hôpital de la Colombière, CHRU Montpellier, Montpellier, France; U1061: Neuropsychiatry: Epidemiological and Clinical Research, INSERM U1061, Montpellier, France; U1061: Neuropsychiatry: Epidemiological and Clinical Research, University of Montpellier, Montpellier, France
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262
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Kremen LC, Fiszdon JM, Kurtz MM, Silverstein SM, Choi J. Intrinsic and Extrinsic Motivation and Learning in Schizophrenia. Curr Behav Neurosci Rep 2016. [DOI: 10.1007/s40473-016-0078-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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263
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Albrecht MA, Waltz JA, Cavanagh JF, Frank MJ, Gold JM. Reduction of Pavlovian Bias in Schizophrenia: Enhanced Effects in Clozapine-Administered Patients. PLoS One 2016; 11:e0152781. [PMID: 27044008 PMCID: PMC4833478 DOI: 10.1371/journal.pone.0152781] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Accepted: 03/19/2016] [Indexed: 11/18/2022] Open
Abstract
The negative symptoms of schizophrenia (SZ) are associated with a pattern of reinforcement learning (RL) deficits likely related to degraded representations of reward values. However, the RL tasks used to date have required active responses to both reward and punishing stimuli. Pavlovian biases have been shown to affect performance on these tasks through invigoration of action to reward and inhibition of action to punishment, and may be partially responsible for the effects found in patients. Forty-five patients with schizophrenia and 30 demographically-matched controls completed a four-stimulus reinforcement learning task that crossed action ("Go" or "NoGo") and the valence of the optimal outcome (reward or punishment-avoidance), such that all combinations of action and outcome valence were tested. Behaviour was modelled using a six-parameter RL model and EEG was simultaneously recorded. Patients demonstrated a reduction in Pavlovian performance bias that was evident in a reduced Go bias across the full group. In a subset of patients administered clozapine, the reduction in Pavlovian bias was enhanced. The reduction in Pavlovian bias in SZ patients was accompanied by feedback processing differences at the time of the P3a component. The reduced Pavlovian bias in patients is suggested to be due to reduced fidelity in the communication between striatal regions and frontal cortex. It may also partially account for previous findings of poorer "Go-learning" in schizophrenia where "Go" responses or Pavlovian consistent responses are required for optimal performance. An attenuated P3a component dynamic in patients is consistent with a view that deficits in operant learning are due to impairments in adaptively using feedback to update representations of stimulus value.
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Affiliation(s)
- Matthew A. Albrecht
- Maryland Psychiatric Research Center, Department of Psychiatry, School of
Medicine, University of Maryland, Baltimore, Maryland, United States of
America
- School of Public Health, Faculty of Health Sciences, Curtin University,
Perth, Western Australia, Australia
- Curtin Health Innovation Research Institute—Biosciences, Curtin
University, Perth, Western Australia, Australia
- * E-mail: ;
| | - James A. Waltz
- Maryland Psychiatric Research Center, Department of Psychiatry, School of
Medicine, University of Maryland, Baltimore, Maryland, United States of
America
| | - James F. Cavanagh
- Department of Psychology, University of New Mexico, Albuquerque, New
Mexico, United States of America
| | - Michael J. Frank
- Department of Cognitive, Linguistic and Psychological Sciences, Brown
University, Providence, Rhode Island, United States of America
- Department of Psychiatry and Brown Institute for Brain Science, Brown
University, Providence, Rhode Island, United States of America
| | - James M. Gold
- Maryland Psychiatric Research Center, Department of Psychiatry, School of
Medicine, University of Maryland, Baltimore, Maryland, United States of
America
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Painter JM, Kring AM. Toward an understanding of anticipatory pleasure deficits in schizophrenia: Memory, prospection, and emotion experience. JOURNAL OF ABNORMAL PSYCHOLOGY 2016; 125:442-452. [PMID: 26950753 DOI: 10.1037/abn0000151] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Anticipatory pleasure deficits have been observed in people with schizophrenia. Less is known about the extent to which interrelated processes that comprise anticipatory pleasure, including memory, prospection, and emotion experience are disrupted. We asked people with (n = 32) and without (n = 29) schizophrenia or schizoaffective disorder to provide memory and prospection narratives in response to specific cues. Half of the prospections followed a memory task, and half followed a control task. People with schizophrenia generated memories similar in content and experience as controls even as they described them less clearly. However, people with schizophrenia were less likely to explicitly reference the past in their prospections, and their prospections were less detailed and richly experienced than controls, regardless of the task completed before prospection. People with schizophrenia reported similar levels of positive emotion (current and predicted) in positive prospections that followed the memory task, but less positive emotion than controls in positive prospections that followed the control task. Taken together, these results suggest that people with schizophrenia experience difficulties drawing from past experiences and generating detailed prospections. However, asking people with schizophrenia to recall and describe memories prior to prospection may increase the likelihood of drawing from the past in prospections, and may help boost current and predicted pleasure.
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Affiliation(s)
| | - Ann M Kring
- Department of Psychology, University of California, Berkeley
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265
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Culbreth AJ, Gold JM, Cools R, Barch DM. Impaired Activation in Cognitive Control Regions Predicts Reversal Learning in Schizophrenia. Schizophr Bull 2016; 42:484-93. [PMID: 26049083 PMCID: PMC4753588 DOI: 10.1093/schbul/sbv075] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Reinforcement learning deficits have been associated with schizophrenia (SZ). However, the pathophysiology that gives rise to these abnormalities remains unclear. To address this question, SZ patients (N = 58) and controls (CN; N = 36) completed a probabilistic reversal-learning paradigm during functional magnetic resonance imaging scanning. During the task, participants choose between 2 stimuli. Initially, 1 stimulus was frequently rewarded (80%); the other was infrequently rewarded (20%). The reward contingencies reversed periodically because the participant learned the more rewarded stimulus. The results indicated that SZ patients achieved fewer reversals than CN, and demonstrated decreased winstay-loseshift decision-making behavior. On loseshift compared to winstay trials, SZ patients showed reduced Blood Oxygen Level Dependent activation compared to CN in a network of brain regions widely associated with cognitive control, and striatal regions. Importantly, relationships between group membership and behavior were mediated by alterations in the activity of cognitive control regions, but not striatum. These findings indicate an important role for the cognitive control network in mediating the use and updating of value representations in SZ. Such results provide biological targets for further inquiry because researchers attempt to better characterize decision-making neural circuitry in SZ as a means to discover new pathways for interventions.
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Affiliation(s)
- Adam J Culbreth
- Department of Psychology, Washington University in St Louis, St Louis, MO;
| | - James M Gold
- University of Maryland School of Medicine, Department of Psychiatry and Maryland Psychiatric Research Center, Baltimore MD
| | - Roshan Cools
- Department of Psychiatry, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands; Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Deanna M Barch
- Department of Psychology, Washington University in St Louis, St Louis, MO; Department of Psychiatry & Radiology, Washington University in St Louis, St Louis, MO
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266
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Yarborough BJH, Stumbo SP, Yarborough MT, Young TJ, Green CA. Improving lifestyle interventions for people with serious mental illnesses: Qualitative results from the STRIDE study. Psychiatr Rehabil J 2016; 39:33-41. [PMID: 26214184 PMCID: PMC4729655 DOI: 10.1037/prj0000151] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Individuals with serious mental illnesses are disproportionately affected by overweight and obesity. Understanding the factors that facilitate or hinder lifestyle change in this population could lead to better interventions and improved health outcomes. METHODS A subset of intervention and usual-care participants (n = 84) in the STRIDE randomized trial were interviewed at 3, 9, and 18 months, yielding 101 interviews (some were interviewed more than once). Participants had a mean age of 48.1 (SD = 10.1); 64% were female. Participants had diagnoses of schizophrenia or schizoaffective disorder (41%), bipolar disorder (20%), affective psychoses (37%), or PTSD (2%). Interviews were transcribed verbatim, coded using Atlas.ti, and analyzed for common themes. RESULTS Barriers to behavior change were similar to those described for the general population, including lack of support from significant others, the lure of unhealthy foods, and poor weather impeding exercise. Additional challenges included the effects of psychiatric symptoms, or consequences of symptoms (i.e., social isolation), on ability to make and sustain lifestyle changes. We found a strong preference for ongoing, group-based support to foster a sense of accountability which motivated and helped to sustain behavior changes. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE Individuals with serious mental illnesses encounter many of the same barriers to weight loss seen in the general population, but they may be more vulnerable to additional obstacles. Lifestyle change interventions for this population should help participants develop the ability to iteratively cope with fluctuating mood and subsequent changes in motivation to eat healthfully and exercise regularly.
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Affiliation(s)
| | | | | | | | - Carla A Green
- Kaiser Permanente Northwest, Center for Health Research
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267
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Chung YS, Barch DM. Frontal-striatum dysfunction during reward processing: Relationships to amotivation in schizophrenia. JOURNAL OF ABNORMAL PSYCHOLOGY 2016; 125:453-469. [PMID: 26845257 DOI: 10.1037/abn0000137] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Schizophrenia is characterized by deficits of context processing, thought to be related to dorsolateral prefrontal cortex (DLPFC) impairment. Despite emerging evidence suggesting a crucial role of the DLPFC in integrating reward and goal information, we do not know whether individuals with schizophrenia can represent and integrate reward-related context information to modulate cognitive control. To address this question, 36 individuals with schizophrenia (n = 29) or schizoaffective disorder (n = 7) and 27 healthy controls performed a variant of a response conflict task (Padmala & Pessoa, 2011) during fMRI scanning, in both baseline and reward conditions, with monetary incentives on some reward trials. We used a mixed state-item design that allowed us to examine both sustained and transient reward effects on cognitive control. Different from predictions about impaired DLPFC function in schizophrenia, we found an intact pattern of increased sustained DLPFC activity during reward versus baseline blocks in individuals with schizophrenia at a group level but blunted sustained activations in the putamen. Contrary to our predictions, individuals with schizophrenia showed blunted cue-related activations in several regions of the basal ganglia responding to reward-predicting cues. Importantly, as predicted, individual differences in anhedonia/amotivation symptoms severity were significantly associated with reduced sustained DLPFC activation in the same region that showed overall increased activity as a function of reward. These results suggest that individual differences in motivational impairments in schizophrenia may be related to dysfunction of the DLPFC and striatum in motivationally salient situations.
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Affiliation(s)
- Yu Sun Chung
- Department of Psychology, Washington University in St. Louis
| | - Deanna M Barch
- Department of Psychology, Washington University in St. Louis
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268
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Chang WC, Hui CLM, Chan SKW, Lee EHM, Chen EYH. Impact of avolition and cognitive impairment on functional outcome in first-episode schizophrenia-spectrum disorder: a prospective one-year follow-up study. Schizophr Res 2016; 170:318-21. [PMID: 26778673 DOI: 10.1016/j.schres.2016.01.004] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Revised: 11/30/2015] [Accepted: 01/01/2016] [Indexed: 02/04/2023]
Abstract
Previous research investigating the relationships between avolition, cognition and functioning in schizophrenia mostly focused on chronic samples and were cross-sectional in design. Impacts of avolition and cognition on longitudinal functional outcome in first-episode patients are under-studied. We assessed 114 Chinese aged 18-55 years presenting with first-episode schizophrenia-spectrum disorder aiming to identify baseline predictors of 1-year functional outcome. Results showed that both avolition and global cognition independently predicted functioning, with avolition being the strongest predictor above and beyond cognition and other symptom dimensions. Our findings indicate the central role of in determining longitudinal functional status in the early illness stage.
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Affiliation(s)
- Wing Chung Chang
- Department of Psychiatry, The University of Hong Kong, Queen Mary Hospital, Pokfulam, Hong Kong; State Key Laboratory of Brain and Cognitive Sciences, the University of Hong Kong, Hong Kong.
| | - Christy Lai Ming Hui
- Department of Psychiatry, The University of Hong Kong, Queen Mary Hospital, Pokfulam, Hong Kong
| | - Sherry Kit Wa Chan
- Department of Psychiatry, The University of Hong Kong, Queen Mary Hospital, Pokfulam, Hong Kong; State Key Laboratory of Brain and Cognitive Sciences, the University of Hong Kong, Hong Kong
| | - Edwin Ho Ming Lee
- Department of Psychiatry, The University of Hong Kong, Queen Mary Hospital, Pokfulam, Hong Kong
| | - Eric Yu Hai Chen
- Department of Psychiatry, The University of Hong Kong, Queen Mary Hospital, Pokfulam, Hong Kong; State Key Laboratory of Brain and Cognitive Sciences, the University of Hong Kong, Hong Kong
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269
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Characteristics of motivation and their impacts on the functional outcomes in patients with schizophrenia. Compr Psychiatry 2016; 65:103-9. [PMID: 26773997 DOI: 10.1016/j.comppsych.2015.10.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 10/23/2015] [Accepted: 10/24/2015] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Deficits of motivation have been considered to be a core feature of schizophrenia, and recent studies have begun to reveal the biological and psychological characteristics and mechanisms underlying the deficits in motivation in schizophrenia patients. The aims of the present study were to investigate the characteristics of motivation in schizophrenia patients using the General Causality Orientations Scale (GCOS), and the impacts of motivational orientations on the functional outcomes in schizophrenia patients. METHODS A total of 53 outpatients with schizophrenia and 38 healthy controls were recruited for this study. The GCOS was used to assess individual tendencies in respect of three different motivational orientations: the autonomy, controlled, and impersonal orientations, corresponding to intrinsic motivation, extrinsic motivation, and amotivation, respectively. The cognitive functioning, psychiatric symptoms, social functioning, and quality of life of the subjects were also assessed. RESULTS The score for autonomy orientation was significantly lower in the patient group than that in the control group, while no significant differences were found between the two groups in respect of the scores for the other two orientations. The autonomy orientation was associated with various clinical variables, and regression analysis identified as one of the variables with the highest predictive accuracy for social functioning. CONCLUSIONS Intrinsic motivation measured by the GCOS in schizophrenia patients was significantly lower than that in healthy controls. The deficits of intrinsic motivation were broadly associated with the clinical features and were a determinant of social functioning. Development of treatments for enhancing intrinsic motivation would be essential for functional recovery in schizophrenia patients.
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270
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Lewandowski KE, Whitton AE, Pizzagalli DA, Norris LA, Ongur D, Hall MH. Reward Learning, Neurocognition, Social Cognition, and Symptomatology in Psychosis. Front Psychiatry 2016; 7:100. [PMID: 27378952 PMCID: PMC4906007 DOI: 10.3389/fpsyt.2016.00100] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 05/26/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Patients with psychosis spectrum disorders exhibit deficits in social and neurocognition, as well as hallmark abnormalities in motivation and reward processing. Aspects of reward processing may overlap behaviorally and neurobiologically with some elements of cognitive functioning, and abnormalities in these processes may share partially overlapping etiologies in patients. However, whether reward processing and cognition are associated across the psychoses and linked to state and trait clinical symptomatology is unclear. METHOD The present study examined associations between cognitive functioning, reward learning, and clinical symptomatology in a cross-diagnostic sample. Patients with schizophrenia (SZ; n = 37), bipolar I disorder with psychosis (BD; n = 42), and healthy controls (n = 29) were assessed for clinical symptoms (patients only), neurocognitive functioning using the MATRICS Battery (MCCB) and reward learning using the probabilistic reward task (PRT). Groups were compared on neurocognition and PRT response bias, and associations between PRT response bias and neurocognition or clinical symptoms were examined controlling for demographic variables and PRT task difficulty (discriminability). RESULTS Patients with SZ performed worse than controls on most measures of neurocognition; patients with BD exhibited deficits in some domains between the level of patients with SZ and controls. The SZ - but not BD - group exhibited deficits in social cognition compared to controls. Patients and controls did not differ on PRT response bias, but did differ on PRT discriminability. Better response bias across the sample was associated with poorer social cognition, but not neurocognition; conversely, discriminability was associated with neurocognition but not social cognition. Symptoms of psychosis, particularly negative symptoms, were associated with poorer response bias across patient groups. DISCUSSION Reward learning was associated with symptoms of psychosis - in particular negative symptoms - across diagnoses, and was predictive of worse social cognition. Reward learning was not associated with neurocognitive performance, suggesting that, across patient groups, social cognition but not neurocognition may share common pathways with this aspect of reinforcement learning. Better understanding of how cognitive dysfunction and reward processing deficits relate to one another, to other key symptom dimensions (e.g., psychosis), and to diagnostic categories, may help clarify shared etiological pathways and guide efforts toward targeted treatment approaches.
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Affiliation(s)
- Kathryn E Lewandowski
- Schizophrenia and Bipolar Disorder Program, McLean Hospital, Belmont, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Alexis E Whitton
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Center for Depression, Anxiety, and Stress Research, McLean Hospital, Belmont, MA, USA
| | - Diego A Pizzagalli
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Center for Depression, Anxiety, and Stress Research, McLean Hospital, Belmont, MA, USA
| | - Lesley A Norris
- Schizophrenia and Bipolar Disorder Program, McLean Hospital , Belmont, MA , USA
| | - Dost Ongur
- Schizophrenia and Bipolar Disorder Program, McLean Hospital, Belmont, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Mei-Hua Hall
- Schizophrenia and Bipolar Disorder Program, McLean Hospital, Belmont, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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271
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Strauss GP, Whearty KM, Morra LF, Sullivan SK, Ossenfort KL, Frost KH. Avolition in schizophrenia is associated with reduced willingness to expend effort for reward on a Progressive Ratio task. Schizophr Res 2016; 170:198-204. [PMID: 26701649 PMCID: PMC4707087 DOI: 10.1016/j.schres.2015.12.006] [Citation(s) in RCA: 78] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Revised: 12/06/2015] [Accepted: 12/09/2015] [Indexed: 11/30/2022]
Abstract
The current study examined whether effort-cost computation was associated with negative symptoms of schizophrenia (SZ). Participants included outpatients diagnosed with SZ (n=27) and demographically matched healthy controls (n=32) who completed a Progressive Ratio task that required incrementally greater amounts of physical effort to obtain monetary reward. Breakpoint, the point at which participants was no longer willing to exert effort for a certain reward value, was examined as an index of effort-cost computation. There were no group differences in breakpoint for low, medium, or high value rewards on the Progressive Ratio task. However, lower breakpoint scores were associated with greater severity of avolition and anhedonia symptoms in SZ patients. Findings provide further evidence that impaired effort-cost computation is linked to motivational abnormalities in SZ.
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Affiliation(s)
- Gregory P. Strauss
- Correspondence concerning this article should be addressed to Gregory P. Strauss, Ph.D., . Phone: +1-607-777-5408. Fax: +1-607-777-4890. State University of New York at Binghamton, Department of Psychology, PO Box 6000, Binghamton, New York, USA, 13902-6000
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272
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Adams RA, Huys QJM, Roiser JP. Computational Psychiatry: towards a mathematically informed understanding of mental illness. J Neurol Neurosurg Psychiatry 2016; 87:53-63. [PMID: 26157034 PMCID: PMC4717449 DOI: 10.1136/jnnp-2015-310737] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 06/19/2015] [Indexed: 01/11/2023]
Abstract
Computational Psychiatry aims to describe the relationship between the brain's neurobiology, its environment and mental symptoms in computational terms. In so doing, it may improve psychiatric classification and the diagnosis and treatment of mental illness. It can unite many levels of description in a mechanistic and rigorous fashion, while avoiding biological reductionism and artificial categorisation. We describe how computational models of cognition can infer the current state of the environment and weigh up future actions, and how these models provide new perspectives on two example disorders, depression and schizophrenia. Reinforcement learning describes how the brain can choose and value courses of actions according to their long-term future value. Some depressive symptoms may result from aberrant valuations, which could arise from prior beliefs about the loss of agency ('helplessness'), or from an inability to inhibit the mental exploration of aversive events. Predictive coding explains how the brain might perform Bayesian inference about the state of its environment by combining sensory data with prior beliefs, each weighted according to their certainty (or precision). Several cortical abnormalities in schizophrenia might reduce precision at higher levels of the inferential hierarchy, biasing inference towards sensory data and away from prior beliefs. We discuss whether striatal hyperdopaminergia might have an adaptive function in this context, and also how reinforcement learning and incentive salience models may shed light on the disorder. Finally, we review some of Computational Psychiatry's applications to neurological disorders, such as Parkinson's disease, and some pitfalls to avoid when applying its methods.
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Affiliation(s)
- Rick A Adams
- Institute of Cognitive Neuroscience, University College London, London, UK Division of Psychiatry, University College London, London, UK
| | - Quentin J M Huys
- Translational Neuromodeling Unit, University of Zürich and Swiss Federal Institute of Technology, Zürich, Zürich, Switzerland Department of Psychiatry, Psychotherapy and Psychosomatics, Hospital of Psychiatry, University of Zürich, Zürich, Switzerland
| | - Jonathan P Roiser
- Institute of Cognitive Neuroscience, University College London, London, UK
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273
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Strauss GP, Whearty KM, Frost KH, Carpenter WT. An Affective Neuroscience Model of Impaired Approach Motivation in Schizophrenia. NEBRASKA SYMPOSIUM ON MOTIVATION. NEBRASKA SYMPOSIUM ON MOTIVATION 2016; 63:159-203. [PMID: 27627827 DOI: 10.1007/978-3-319-30596-7_6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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274
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Makowski CS, Lepage M, Harvey PO. Functional neural correlates of social approval in schizophrenia. Soc Cogn Affect Neurosci 2015; 11:445-57. [PMID: 26516171 DOI: 10.1093/scan/nsv125] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Accepted: 10/07/2015] [Indexed: 01/31/2023] Open
Abstract
Social approval is a reward that uses abstract social reinforcers to guide interpersonal interactions. Few studies have specifically explored social reward processing and its related neural substrates in schizophrenia. Fifteen patients with schizophrenia and fifteen healthy controls participated in a two-part study to explore the functional neural correlates of social approval. In the first session, participants were led to believe their personality would be assessed based on their results from various questionnaires and an interview. Participants were then presented with the results of their supposed evaluation in the scanner, while engaging in a relevant fMRI social approval task. Subjects provided subjective reports of pleasure associated with receiving self-directed positive or negative feedback. Higher activation of the right parietal lobe was found in controls compared with individuals with schizophrenia. Both groups rated traits from the high social reward condition as more pleasurable than the low social reward condition, while intergroup differences emerged in the low social reward condition. Positive correlations were found in patients only between subjective ratings of positive feedback and right insula activation, and a relevant behavioural measure. Evidence suggests potential neural substrates underlying the cognitive representation of social reputation in schizophrenia.
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Affiliation(s)
- Carolina S Makowski
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada H3A 0G4 Douglas Mental Health University Institute, Montréal, QC, Canada H4H 1R3
| | - Martin Lepage
- Douglas Mental Health University Institute, Montréal, QC, Canada H4H 1R3 Department of Psychiatry, McGill University, Montreal, QC, Canada H3A 0G4
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275
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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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276
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Galderisi S, Merlotti E, Mucci A. Neurobiological background of negative symptoms. Eur Arch Psychiatry Clin Neurosci 2015; 265:543-58. [PMID: 25797499 DOI: 10.1007/s00406-015-0590-4] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2015] [Accepted: 03/15/2015] [Indexed: 01/29/2023]
Abstract
Studies investigating neurobiological bases of negative symptoms of schizophrenia failed to provide consistent findings, possibly due to the heterogeneity of this psychopathological construct. We tried to review the findings published to date investigating neurobiological abnormalities after reducing the heterogeneity of the negative symptoms construct. The literature in electronic databases as well as citations and major articles are reviewed with respect to the phenomenology, pathology, genetics and neurobiology of schizophrenia. We searched PubMed with the keywords "negative symptoms," "deficit schizophrenia," "persistent negative symptoms," "neurotransmissions," "neuroimaging" and "genetic." Additional articles were identified by manually checking the reference lists of the relevant publications. Publications in English were considered, and unpublished studies, conference abstracts and poster presentations were not included. Structural and functional imaging studies addressed the issue of neurobiological background of negative symptoms from several perspectives (considering them as a unitary construct, focusing on primary and/or persistent negative symptoms and, more recently, clustering them into factors), but produced discrepant findings. The examined studies provided evidence suggesting that even primary and persistent negative symptoms include different psychopathological constructs, probably reflecting the dysfunction of different neurobiological substrates. Furthermore, they suggest that complex alterations in multiple neurotransmitter systems and genetic variants might influence the expression of negative symptoms in schizophrenia. On the whole, the reviewed findings, representing the distillation of a large body of disparate data, suggest that further deconstruction of negative symptomatology into more elementary components is needed to gain insight into underlying neurobiological mechanisms.
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Affiliation(s)
- Silvana Galderisi
- Department of Psychiatry, Second University of Naples (SUN), L.go Madonna delle Grazie, 1, 80138, Naples, Italy.
| | - Eleonora Merlotti
- Department of Psychiatry, Second University of Naples (SUN), L.go Madonna delle Grazie, 1, 80138, Naples, Italy
| | - Armida Mucci
- Department of Psychiatry, Second University of Naples (SUN), L.go Madonna delle Grazie, 1, 80138, Naples, Italy
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277
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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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278
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Gorun A, Cieslak K, Harkavy-Friedman J, Deptula A, Goetz D, Goetz R, Malaspina D. Frequent Comorbidity and Predictors of Social Anxiety in Persons With Schizophrenia: A Retrospective Cohort Study. Prim Care Companion CNS Disord 2015; 17:15m01799. [PMID: 26835173 DOI: 10.4088/pcc.15m01799] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 05/01/2015] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVE To determine if symptoms of social anxiety are distinct from negative symptoms of schizophrenia. METHOD Fifty-three patients with schizophrenia or schizoaffective disorder (diagnosed per DSM-IV criteria) and 37 healthy controls were examined with the Liebowitz Social Anxiety Scale (LSAS) for social anxiety disorder and for the severity of social anxiety. The Positive and Negative Syndrome Scale (PANSS) and the Chapman scales for physical and social anhedonia were also administered. Data were collected from 2005 to 2010 from inpatient and outpatient research centers at the New York State Psychiatric Institute, New York. RESULTS Social anxiety disorder was elevated more than 10-fold in schizophrenia patients than in controls (37.7% of patients vs 2.9% of controls, P ≤ .001). Social anxiety and social fear were unrelated to the PANSS with few exceptions. A family history of psychosis was also a significant independent predictor of social anxiety as measured by LSAS total (P = .004) and the social fear subscale (P = .007). CONCLUSIONS These data confirm social anxiety disorder as a prominent comorbid disorder in patients with schizophrenia. Future studies should focus on treatment trials of this phenomenon. Social anxiety cannot be explained by the negative symptomatology of the disease. This study suggests that a family history of psychosis is a significant predictor of social anxiety.
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Affiliation(s)
- Alyson Gorun
- Department of Psychiatry, New York University School of Medicine, New York, New York
| | - Kristina Cieslak
- Department of Psychiatry, New York University School of Medicine, New York, New York
| | - Jill Harkavy-Friedman
- Lieber Center for Research in Schizophrenia, Columbia University, New York, New York
| | - Andrew Deptula
- Department of Psychiatry, Institute for Social and Psychiatric Initiatives (InSPIRES), New York University School of Medicine, New York, New York
| | - Deborah Goetz
- Department of Psychiatry, Institute for Social and Psychiatric Initiatives (InSPIRES), New York University School of Medicine, New York, New York
| | - Raymond Goetz
- Department of Psychiatry, Institute for Social and Psychiatric Initiatives (InSPIRES), New York University School of Medicine, New York, New York; New York State Psychiatric Institute, New York
| | - Dolores Malaspina
- Department of Psychiatry, New York University School of Medicine, New York, New York; Department of Psychiatry, Institute for Social and Psychiatric Initiatives (InSPIRES), New York University School of Medicine, New York, New York
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279
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Ahmed AO, Hunter KM, Goodrum NM, Batten NJ, Birgenheir D, Hardison E, Dixon T, Buckley PF. A randomized study of cognitive remediation for forensic and mental health patients with schizophrenia. J Psychiatr Res 2015; 68:8-18. [PMID: 26228394 DOI: 10.1016/j.jpsychires.2015.05.013] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Revised: 05/14/2015] [Accepted: 05/21/2015] [Indexed: 01/07/2023]
Abstract
Cognitive remediation has proven efficacy for improving neurocognition in people with schizophrenia. The current study evaluated the benefits of cognitive remediation on neurocognition, functioning, psychotic symptoms, and aggression in a sample of forensic and mental health patients. Care recipients with schizophrenia or schizoaffective disorder (N = 78) receiving services in the forensic and mental health units of a state hospital were randomized to participate in cognitive remediation versus computer games control activities. Participants' neurocognition, functional capacity, experiential recovery, psychotic symptoms, and aggression incidents were assessed at baseline and posttreatment. Cognitive remediation was associated with improvements in several neurocognitive domains and circumscribed domains of functional capacity. People assigned to cognitive remediation experiences greater reductions in negative symptoms, agitation/excitement, and verbal and physical aggression. In addition to improving neurocognition in long-term hospitalized forensic and mental health patients, cognitive remediation may enhance efforts at reducing negative symptoms, emotion dysregulation, and aggression incidents. Forensic settings may represent a new frontier for the clinical dissemination of cognitive remediation.
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Affiliation(s)
- Anthony O Ahmed
- Department of Psychiatry, Weill Cornell Medical College, USA; Department of Psychiatry and Health Behavior, Georgia Regents University, USA.
| | - Kristin M Hunter
- Department of Counseling and Human Development Services, University of Georgia, USA
| | | | | | | | | | - Thaddeus Dixon
- School of Nursing, Emory University, USA; Department of Psychology, East Central Regional Hospital, USA
| | - Peter F Buckley
- Department of Psychiatry and Health Behavior, Georgia Regents University, USA
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280
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Green MF, Horan WP, Barch DM, Gold JM. Effort-Based Decision Making: A Novel Approach for Assessing Motivation in Schizophrenia. Schizophr Bull 2015; 41:1035-44. [PMID: 26089350 PMCID: PMC4535644 DOI: 10.1093/schbul/sbv071] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Because negative symptoms, including motivational deficits, are a critical unmet need in schizophrenia, there are many ongoing efforts to develop new pharmacological and psychosocial interventions for these impairments. A common challenge of these studies involves how to evaluate and select optimal endpoints. Currently, all studies of negative symptoms in schizophrenia depend on ratings from clinician-conducted interviews. Effort-based decision-making tasks may provide a more objective, and perhaps more sensitive, endpoint for trials of motivational negative symptoms. These tasks assess how much effort a person is willing to exert for a given level of reward. This area has been well-studied with animal models of effort and motivation, and effort-based decision-making tasks have been adapted for use in humans. Very recently, several studies have examined physical and cognitive types of effort-based decision-making tasks in cross-sectional studies of schizophrenia, providing evidence for effort-related impairment in this illness. This article covers the theoretical background on effort-based decision-making tasks to provide a context for the subsequent articles in this theme section. In addition, we review the existing literature of studies using these tasks in schizophrenia, consider some practical challenges in adapting them for use in clinical trials in schizophrenia, and discuss interpretive challenges that are central to these types of tasks.
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Affiliation(s)
- Michael F. Green
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA;,Department of Veterans Affairs, Desert Pacific Mental Illness Research, Education, and Clinical Center, Los Angeles, CA;,*To whom correspondence should be addressed; 760 Westwood Plaza, Rm 27-462, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA 90024-1759 US; tel: 310 268-3376, fax: 310 268-4056, e-mail:
| | - William P. Horan
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA;,Department of Veterans Affairs, Desert Pacific Mental Illness Research, Education, and Clinical Center, Los Angeles, CA
| | - Deanna M. Barch
- Departments of Psychology, Psychiatry and Radiology, Washington University, St. Louis, MO
| | - James M. Gold
- Maryland Psychiatric Research Center, University of Maryland School of Medicine, Baltimore, MA
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281
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Labouesse MA, Langhans W, Meyer U. Abnormal context-reward associations in an immune-mediated neurodevelopmental mouse model with relevance to schizophrenia. Transl Psychiatry 2015; 5:e637. [PMID: 26371765 PMCID: PMC5068811 DOI: 10.1038/tp.2015.129] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Revised: 06/24/2015] [Accepted: 07/22/2015] [Indexed: 12/19/2022] Open
Abstract
Impairments in central reward processing constitute an important aspect of the negative symptoms of schizophrenia. Despite its clinical relevance, the etiology of deficient reward processing in schizophrenia remains largely unknown. Here, we used an epidemiologically informed mouse model of schizophrenia to explore the effects of prenatal immune activation on reward-related functions. The model is based on maternal administration of the viral mimic PolyI:C and has been developed in relation to the epidemiological evidence demonstrating enhanced risk of schizophrenia and related disorders following prenatal maternal infection. We show that prenatal immune activation induces selective deficits in the expression (but not acquisition) of conditioned place preference for a natural reward (sucrose) without changing hedonic or neophobic responses to the reward. On the other hand, prenatal immune activation led to enhanced place preference for the psychostimulant drug cocaine, while it attenuated the locomotor reaction to the drug. The prenatal exposure did not alter negative reinforcement learning as assessed using a contextual fear conditioning paradigm. Our findings suggest that the nature of reward-related abnormalities following prenatal immune challenge depends on the specificity of the reward (natural reward vs drug of abuse) as well as on the valence domain (positive vs negative reinforcement learning). Moreover, our data indicate that reward abnormalities emerging in prenatally immune-challenged offspring may, at least in part, stem from an inability to retrieve previously established context-reward associations and to integrate such information for appropriate goal-directed behavior.
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Affiliation(s)
- M A Labouesse
- Department of Health Sciences and Technology, Physiology and Behavior Laboratory, Swiss Federal Institute of Technology (ETH) Zurich, Schwerzenbach, Switzerland,Physiology and Behavior Laboratory, Swiss Federal Institute of Technology (ETH), Zurich, Schorenstrasse 16, 8603 Schwerzenbach, Switzerland. E-mail:
| | - W Langhans
- Department of Health Sciences and Technology, Physiology and Behavior Laboratory, Swiss Federal Institute of Technology (ETH) Zurich, Schwerzenbach, Switzerland
| | - U Meyer
- Department of Health Sciences and Technology, Physiology and Behavior Laboratory, Swiss Federal Institute of Technology (ETH) Zurich, Schwerzenbach, Switzerland,Institute of Pharmacology and Toxicology, University of Zurich-Vetsuisse, Zurich, Switzerland
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282
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Horan WP, Reddy LF, Barch DM, Buchanan RW, Dunayevich E, Gold JM, Marder SR, Wynn JK, Young JW, Green MF. Effort-Based Decision-Making Paradigms for Clinical Trials in Schizophrenia: Part 2—External Validity and Correlates. Schizophr Bull 2015; 41. [PMID: 26209546 PMCID: PMC4535650 DOI: 10.1093/schbul/sbv090] [Citation(s) in RCA: 87] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Effort-based decision making has strong conceptual links to the motivational disturbances that define a key subdomain of negative symptoms. However, the extent to which effort-based decision-making performance relates to negative symptoms, and other clinical and functionally important variables has yet to be systematically investigated. In 94 clinically stable outpatients with schizophrenia, we examined the external validity of 5 effort-based paradigms, including the Effort Expenditure for Rewards, Balloon Effort, Grip Strength Effort, Deck Choice Effort, and Perceptual Effort tasks. These tasks covered 3 types of effort: physical, cognitive, and perceptual. Correlations between effort related performance and 6 classes of variables were examined, including: (1) negative symptoms, (2) clinically rated motivation and community role functioning, (3) self-reported motivational traits, (4) neurocognition, (5) other psychiatric symptoms and clinical/demographic characteristics, and (6) subjective valuation of monetary rewards. Effort paradigms showed small to medium relationships to clinical ratings of negative symptoms, motivation, and functioning, with the pattern more consistent for some measures than others. They also showed small to medium relations with neurocognitive functioning, but were generally unrelated to other psychiatric symptoms, self-reported traits, antipsychotic medications, side effects, and subjective valuation of money. There were relatively strong interrelationships among the effort measures. In conjunction with findings from a companion psychometric article, all the paradigms warrant further consideration and development, and 2 show the strongest potential for clinical trial use at this juncture.
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Affiliation(s)
- William P. Horan
- Department of Veterans Affairs VISN 22 Mental Illness Research, Education, and Clinical Center, Los Angeles, CA;,UCLA Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, Los Angeles, CA
| | - L. Felice Reddy
- Department of Veterans Affairs VISN 22 Mental Illness Research, Education, and Clinical Center, Los Angeles, CA;,UCLA Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, Los Angeles, CA
| | - Deanna M. Barch
- Departments of Psychology, Psychiatry and Radiology, Washington University, St. Louis, MO
| | - Robert W. Buchanan
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD
| | | | - James M. Gold
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD
| | - Steven R. Marder
- Department of Veterans Affairs VISN 22 Mental Illness Research, Education, and Clinical Center, Los Angeles, CA;,UCLA Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, Los Angeles, CA
| | - Jonathan K. Wynn
- Department of Veterans Affairs VISN 22 Mental Illness Research, Education, and Clinical Center, Los Angeles, CA;,UCLA Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, Los Angeles, CA
| | - Jared W. Young
- Department of Psychiatry, University of California San Diego, San Deigo, CA;,Research Service, VA San Diego Healthcare System, San Diego, CA
| | - Michael F. Green
- Department of Veterans Affairs VISN 22 Mental Illness Research, Education, and Clinical Center, Los Angeles, CA;,UCLA Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, Los Angeles, CA
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283
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Tsapakis EM, Dimopoulou T, Tarazi FI. Clinical management of negative symptoms of schizophrenia: An update. Pharmacol Ther 2015; 153:135-47. [DOI: 10.1016/j.pharmthera.2015.06.008] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Accepted: 06/15/2015] [Indexed: 02/07/2023]
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284
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Yin H, Tully LM, Lincoln SH, Hooker CI. Adults with high social anhedonia have altered neural connectivity with ventral lateral prefrontal cortex when processing positive social signals. Front Hum Neurosci 2015; 9:469. [PMID: 26379532 PMCID: PMC4549656 DOI: 10.3389/fnhum.2015.00469] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 08/11/2015] [Indexed: 11/17/2022] Open
Abstract
Social anhedonia (SA) is a debilitating characteristic of schizophrenia, a common feature in individuals at psychosis-risk, and a vulnerability for developing schizophrenia-spectrum disorders. Prior work (Hooker et al., 2014) revealed neural deficits in the ventral lateral prefrontal cortex (VLPFC) when processing positive social cues in a community sample of people with high SA. Lower VLPFC neural activity was related to more severe self-reported schizophrenia-spectrum symptoms as well as the exacerbation of symptoms after social stress. In the current study, psycho-physiological interaction (PPI) analysis was applied to further investigate the neural mechanisms mediated by the VLPFC during emotion processing. PPI analysis revealed that, compared to low SA controls, participants with high SA exhibited reduced connectivity between the VLPFC and the motor cortex, the inferior parietal and the posterior temporal regions when viewing socially positive (relative to neutral) emotions. Across all participants, VLPFC connectivity correlated with behavioral and self-reported measures of attentional control, emotion management, and reward processing. Our results suggest that impairments to the VLPFC mediated neural circuitry underlie the cognitive and emotional deficits associated with social anhedonia, and may serve as neural targets for prevention and treatment of schizophrenia-spectrum disorders.
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Affiliation(s)
- Hong Yin
- Department of Psychology, Harvard University Cambridge, MA, USA
| | - Laura M Tully
- Psychiatry and Behavioral Sciences, University of California at Davis Sacramento, CA, USA ; Imaging Research Center, University of California at Davis Sacramento, CA, USA
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285
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Cella M, Reeder C, Wykes T. Cognitive remediation in schizophrenia—now it is really getting personal. Curr Opin Behav Sci 2015. [DOI: 10.1016/j.cobeha.2015.05.005] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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286
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Fervaha G, Foussias G, Agid O, Remington G. Motivational deficits in early schizophrenia: prevalent, persistent, and key determinants of functional outcome. Schizophr Res 2015; 166:9-16. [PMID: 25982811 DOI: 10.1016/j.schres.2015.04.040] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Revised: 04/26/2015] [Accepted: 04/29/2015] [Indexed: 01/31/2023]
Abstract
Negative symptoms, in particular motivational deficits, are reported as impediments to functional recovery in patients with schizophrenia. This study examined the prevalence of motivational deficits in patients early in the illness, and the impact these deficits have on community functioning. Patients with schizophrenia between the ages of 18 and 35years, and within 5years of initiating antipsychotic treatment were included in the present investigation (N=166). The impact of motivation and cognition on concurrent and longitudinal functioning was evaluated. Motivational impairments were found in more than 75% of participants, and were not associated with receipt of social support. These deficits served as the most robust and reliable predictor of functional outcome, while neurocognition demonstrated significantly weaker associations with outcome. When considered together, motivational deficits demonstrated a reliable link with concurrent and longitudinal functioning, with cognition not offering any independent predictive value. Moreover, motivation was found to mediate the relationship between cognition and outcome. Changes in motivation were linked to changes in functioning; however, this was not the case for changes in cognitive performance. Motivation emerged as a significant predictor of functioning even after selected demographic and clinical characteristics (e.g., positive symptoms) were accounted for. These data indicate that motivational deficits are prevalent in patients with schizophrenia, even in the early stages of the illness, and these deficits stand as one of the most robust barriers to people with schizophrenia achieving functional recovery. Greater understanding of the mechanisms underlying these deficits is critical to effective treatment innovation.
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Affiliation(s)
- Gagan Fervaha
- Schizophrenia Division, Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada.
| | - George Foussias
- Schizophrenia Division, Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Ofer Agid
- Schizophrenia Division, Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Gary Remington
- Schizophrenia Division, Centre for Addiction and Mental Health, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada; Department of Psychiatry, University of Toronto, Toronto, Canada
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287
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de la Asuncion J, Docx L, Sabbe B, Morrens M, de Bruijn ERA. Abnormal emotion processing, but intact fairness and intentionality considerations during social decision-making in schizophrenia. Front Psychol 2015; 6:1058. [PMID: 26257699 PMCID: PMC4512029 DOI: 10.3389/fpsyg.2015.01058] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Accepted: 07/10/2015] [Indexed: 01/30/2023] Open
Abstract
Schizophrenia is a severe mental disorder that is highly characterized by social cognitive impairments. Most studies investigating these impairments focus on one specific social domain such as emotion recognition. However, in daily life, processing complex social situations relies on the combination of several social cognitive and affective processes simultaneously rather than one process alone. A modified version of the economically based Ultimatum Game was used to measure the interplay between fairness, intentionality, and emotion considerations during social decision-making. In this task, participants accept or reject fair and unfair monetary offers proposed intentionally or unintentionally by either angry, happy, neutral, or sad proposers. Behavioral data was collected from a group of schizophrenia patients (N = 35) and a group of healthy individuals (N = 30). Like healthy participants, schizophrenia patients differentiated between fair and unfair offers by rejecting unfair offers more compared to fair offers. However, overall patients did reject more fair offers, indicating that their construct of fairness operates within different margins. In both groups, intentional unfair offers were rejected more compared to unintentional ones, indicating a normal integration of intentionality considerations in schizophrenia. Importantly, healthy subjects also differentiated between proposers' emotion when rejecting unfair offers (more rejections from proposers depicting angry faces compared to proposers depicting, happy, neutral, or sad faces). Schizophrenia patients' decision behavior on the other hand, was not affected by the proposers' emotions. The current study thus shows that schizophrenia patients have specific problems with processing and integrating emotional information. Importantly, the finding that patients display normal fairness and intentionality considerations emphasizes preservation of central social cognitive processes in schizophrenia.
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Affiliation(s)
- Javier de la Asuncion
- Collaborative Antwerp Psychiatric Research Institute, Faculty of Medicine and Health Sciences, University of AntwerpAntwerp, Belgium
| | - Lise Docx
- Collaborative Antwerp Psychiatric Research Institute, Faculty of Medicine and Health Sciences, University of AntwerpAntwerp, Belgium
- Psychiatric Center Brothers AlexiansBoechout, Belgium
| | - Bernard Sabbe
- Collaborative Antwerp Psychiatric Research Institute, Faculty of Medicine and Health Sciences, University of AntwerpAntwerp, Belgium
- University Psychiatric Center St. Norbertushuis, DuffelBelgium
| | - Manuel Morrens
- Collaborative Antwerp Psychiatric Research Institute, Faculty of Medicine and Health Sciences, University of AntwerpAntwerp, Belgium
- Psychiatric Center Brothers AlexiansBoechout, Belgium
| | - Ellen R. A. de Bruijn
- Collaborative Antwerp Psychiatric Research Institute, Faculty of Medicine and Health Sciences, University of AntwerpAntwerp, Belgium
- Department of Clinical Psychology, Leiden Institute for Brain and Cognition, Leiden UniversityLeiden, Netherlands
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288
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Velligan DI, Roberts D, Mintz J, Maples N, Li X, Medellin E, Brown M. A randomized pilot study of MOtiVation and Enhancement (MOVE) Training for negative symptoms in schizophrenia. Schizophr Res 2015; 165:175-80. [PMID: 25937461 PMCID: PMC4484604 DOI: 10.1016/j.schres.2015.04.008] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Revised: 04/02/2015] [Accepted: 04/09/2015] [Indexed: 01/11/2023]
Abstract
INTRODUCTION Among individuals with schizophrenia, those who have persistent and clinically significant negative symptoms (PNS) have the poorest functional outcomes and quality of life. The NIMH-MATRICS Consensus Statement indicated that these symptoms represent an unmet therapeutic need for large numbers of individuals with schizophrenia. No psychosocial treatment model addresses the entire constellation of PNS. METHOD 51 patients with PNS were randomized into one of two groups for a period of 9 months: 1) MOtiVation and Enhancement (MOVE) or 2) treatment as usual. MOVE is a home based, manual-driven, multi-modal treatment that employs a number of cognitive and behavioral principles to address the broad range of factors contributing to PNS and their functional consequences. The components of MOVE include: Environmental supports to prompt initiation and persistence, in-vivo skills training to ameliorate deficits and encourage interaction, cognitive behavioral techniques to address self-defeating attitudes, in-vivo training in emotional processing to address affective blunting and problems in identifying emotions, and specific techniques to address the deficits in anticipatory pleasure. Patients were assessed at baseline and each 3 months with multiple measures of negative symptoms. RESULTS Repeated measures analyses of variance for mixed models indicated significant Group by Time effects for the Negative Symptom Assessment (NSA; p<.02) and the Clinical Assessment Interview for Negative Symptoms (CAINS; p<.04). Group differences were not significant until 9 months of treatment and were not significant for the Brief Negative Symptom Scale (BNSS). CONCLUSION Further investigation of a comprehensive treatment for PNS, such as MOVE, is warranted.
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Affiliation(s)
- Dawn I. Velligan
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, M.S. # 7792, 7703 Floyd Curl Drive, San Antonio, Texas, 78229-3900,To whom correspondence should be addressed: phone: (210) 567-5508, fax (210) 567-1291,
| | - David Roberts
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, M.S. # 7792, 7703 Floyd Curl Drive, San Antonio, Texas, 78229-3900
| | - Jim Mintz
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, M.S. # 7792, 7703 Floyd Curl Drive, San Antonio, Texas, 78229-3900
| | - Natalie Maples
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, M.S. # 7792, 7703 Floyd Curl Drive, San Antonio, Texas, 78229-3900,University of Texas School of Public Health, Center for Health Promotion & Prevention Research
| | - Xueying Li
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, M.S. # 7792, 7703 Floyd Curl Drive, San Antonio, Texas, 78229-3900
| | - Elisa Medellin
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, M.S. # 7792, 7703 Floyd Curl Drive, San Antonio, Texas, 78229-3900
| | - Matt Brown
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, M.S. # 7792, 7703 Floyd Curl Drive, San Antonio, Texas, 78229-3900
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289
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Docx L, de la Asuncion J, Sabbe B, Hoste L, Baeten R, Warnaerts N, Morrens M. Effort discounting and its association with negative symptoms in schizophrenia. Cogn Neuropsychiatry 2015; 20:172-85. [PMID: 25559619 DOI: 10.1080/13546805.2014.993463] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Deficits in the initiation and persistence of goal-directed behaviour are key aspects of schizophrenia. In this study, the association between these motivational deficits and discounting of reward value in function of increasing physical effort costs was investigated. METHODS Effort-based decision-making was investigated in 40 patients with a DSM-IV diagnosis of schizophrenia and 30 age- and sex-matched healthy control subjects by means of an effort discounting task. To assess negative symptom severity, we made use of the Scale for the Assessment of Negative Symptoms as well as objective measurements of hedonic response to stimuli and motor activity levels. RESULTS Patients as well as control subjects discounted the subjective value of rewards significantly with increasing physical effort costs. However, we failed to find a difference in the discounting curves between patients and controls. Furthermore, effort discounting was not associated with any of the negative symptoms measures. CONCLUSIONS Physical effort discounting was not found to be associated with motivational symptoms in schizophrenia if other decision costs are constant. However, recent findings show that more cognitive effort and/or an interaction between effort and other decision costs (e.g. temporal delay or uncertainty) are associated with negative symptoms in schizophrenia. This should be investigated further in future research.
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Affiliation(s)
- Lise Docx
- a Collaborative Antwerp Psychiatric Research Institute , University of Antwerp , Universiteitsplein 1, 2610 Antwerp, Antwerp , Belgium
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290
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Brown EC, Gonzalez-Liencres C, Tas C, Brüne M. Reward modulates the mirror neuron system in schizophrenia: A study into the mu rhythm suppression, empathy, and mental state attribution. Soc Neurosci 2015; 11:175-86. [DOI: 10.1080/17470919.2015.1053982] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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291
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Mucci A, Dima D, Soricelli A, Volpe U, Bucci P, Frangou S, Prinster A, Salvatore M, Galderisi S, Maj M. Is avolition in schizophrenia associated with a deficit of dorsal caudate activity? A functional magnetic resonance imaging study during reward anticipation and feedback. Psychol Med 2015; 45:1765-1778. [PMID: 25577954 PMCID: PMC4416282 DOI: 10.1017/s0033291714002943] [Citation(s) in RCA: 93] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2014] [Revised: 10/17/2014] [Accepted: 11/19/2014] [Indexed: 12/11/2022]
Abstract
BACKGROUND The neurobiological underpinnings of avolition in schizophrenia remain unclear. Most brain imaging research has focused on reward prediction deficit and on ventral striatum dysfunction, but findings are not consistent. In the light of accumulating evidence that both ventral striatum and dorsal caudate play a key role in motivation, we investigated ventral striatum and dorsal caudate activation during processing of reward or loss in patients with schizophrenia. METHOD We used functional magnetic resonance imaging to study brain activation during a Monetary Incentive Delay task in patients with schizophrenia, treated with second-generation antipsychotics only, and in healthy controls (HC). We also assessed the relationships of ventral striatum and dorsal caudate activation with measures of hedonic experience and motivation. RESULTS The whole patient group had lower motivation but comparable hedonic experience and striatal activation than HC. Patients with high avolition scores showed lower dorsal caudate activation than both HC and patients with low avolition scores. A lower dorsal caudate activation was also observed in patients with deficit schizophrenia compared to HC and patients with non-deficit schizophrenia. Dorsal caudate activity during reward anticipation was significantly associated with avolition, but not with anhedonia in the patient group. CONCLUSIONS These findings suggest that avolition in schizophrenia is linked to dorsal caudate hypoactivation.
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Affiliation(s)
- A. Mucci
- Department of Psychiatry, University of Naples SUN, Naples, Italy
| | - D. Dima
- Psychosis Research Program, Department of Psychiatry, Icahn School of Medicine at Mount SinaiNew York, USA
- MRC Social Genetic and Developmental Psychiatry, Institute of Psychiatry, King's CollegeLondon, UK
| | - A. Soricelli
- University of Naples ‘Parthenope’ and IRCCS Research Institute SDN, Naples, Italy
| | - U. Volpe
- Department of Psychiatry, University of Naples SUN, Naples, Italy
| | - P. Bucci
- Department of Psychiatry, University of Naples SUN, Naples, Italy
| | - S. Frangou
- Psychosis Research Program, Department of Psychiatry, Icahn School of Medicine at Mount SinaiNew York, USA
| | - A. Prinster
- Biostructure and Bioimaging Institute, National Research Council, Naples, Italy
| | - M. Salvatore
- Department of Biomorphological and Functional Studies, University of Naples ‘Federico II’, Naples, Italy
| | - S. Galderisi
- Department of Psychiatry, University of Naples SUN, Naples, Italy
| | - M. Maj
- Department of Psychiatry, University of Naples SUN, Naples, Italy
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292
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Contribution of substantia nigra glutamate to prediction error signals in schizophrenia: a combined magnetic resonance spectroscopy/functional imaging study. NPJ SCHIZOPHRENIA 2015; 1:14001. [PMID: 26878032 PMCID: PMC4752128 DOI: 10.1038/npjschz.2014.1] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Background: Because dopamine neurons signal a mismatch between expected and actual reward called prediction error (PE), aberrant PE signals in schizophrenia have been attributed to known dopaminergic abnormalities. However, dysfunction of N-methyl-D-aspartate receptors on cortical γ-aminobutyric acid neurons, as hypothesized in schizophrenia, could lead to excess glutamate release in the substantia nigra (SN) and affect reward processing. Aims: The aim of this study was to investigate the contribution of SN glutamate to PE signals in healthy controls (HC) and patients with schizophrenia (SZ). Methods: We recruited 22 medicated SZ and 19 HC. We obtained (1) functional magnetic resonance imaging during a probabilistic monetary reward task to assess PE-related blood oxygen level-dependent (BOLD) signal and (2) magnetic resonance spectroscopy to measure Glx (glutamate+glutamine) in the SN. To identify group differences in regions where the BOLD signal varies as a function of PE, we analyzed PEs generated during the task as parametric modulators of reward delivery. Finally, we examined the correlation of PE-related BOLD signal and SN Glx in each group. Results: Relative to HC, PE-related BOLD signals in SZ were significantly different in the midbrain/SN and ventral striatum. In SZ, SN Glx was significantly elevated. In HC, but not in SZ, PE-related BOLD signal in SN was positively correlated with SN Glx. Conclusions: These results suggest a role of glutamate in the neural coding of PE in controls. They indicate that glutamatergic dysfunction might contribute to abnormal PE coding in schizophrenia, suggesting the use of glutamate-targeted approaches to improve these deficits.
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293
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Vancampfort D, De Hert M, Stubbs B, Ward PB, Rosenbaum S, Soundy A, Probst M. Negative symptoms are associated with lower autonomous motivation towards physical activity in people with schizophrenia. Compr Psychiatry 2015; 56:128-32. [PMID: 25458480 DOI: 10.1016/j.comppsych.2014.10.007] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 10/07/2014] [Accepted: 10/13/2014] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE This cross-sectional study examined the association between psychiatric symptoms and motivation for physical activity within the self-determination theory (SDT) framework in people with schizophrenia. METHOD Over a 4-month period, 55 (17♀) inpatients with a DSM-V diagnosis of schizophrenia were assessed with the Psychosis Evaluation tool for Common use by Caregivers (PECC) and the Behavioural Regulation in Exercise Questionnaire (BREQ-2), that provided separate scores for amotivation, external, introjected and autonomous regulation. Spearman correlation coefficients were examined between these motivation scores and symptom ratings. RESULTS The BREQ-2 score for autonomous regulations (2.6±1.1) was significantly correlated with the PECC negative symptoms score (10.3±4.1) (r=-0.34, p=0.011). No other significant correlations between BREQ-2 and PECC scores were found. The BREQ-2 score for external regulations (0.7±0.9) was associated with older age (35.2±11.3years) (r=-0.30, p=0.024). CONCLUSIONS These findings provide evidence that negative symptoms are associated with lower autonomous motivation towards physical activity in inpatients with schizophrenia. Future longitudinal research should confirm the current findings. Such research will guide physical activity approaches aimed at facilitating enhanced physical and mental health outcomes in individuals with schizophrenia.
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Affiliation(s)
- Davy Vancampfort
- KU Leuven Department of Rehabilitation Sciences, Leuven, Belgium; KU Leuven Department of Neurosciences, UPC KU Leuven, campus Kortenberg, Kortenberg, Belgium.
| | - Marc De Hert
- KU Leuven Department of Rehabilitation Sciences, Leuven, Belgium
| | - Brendon Stubbs
- School of Health and Social Care, University of Greenwich, Eltham, London, UK
| | - Philip B Ward
- School of Psychiatry, University of New South Wales, Sydney, Australia; Schizophrenia Research Unit, South Western Sydney Local Health District, Liverpool, Australia
| | - Simon Rosenbaum
- Musculoskeletal Division, The George Institute for Global Health and School of Public Health, University of Sydney, Sydney, Australia
| | - Andrew Soundy
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Michel Probst
- KU Leuven Department of Rehabilitation Sciences, Leuven, Belgium; KU Leuven Department of Neurosciences, UPC KU Leuven, campus Kortenberg, Kortenberg, Belgium
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294
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Stopper CM, Floresco SB. Dopaminergic circuitry and risk/reward decision making: implications for schizophrenia. Schizophr Bull 2015; 41:9-14. [PMID: 25406370 PMCID: PMC4266315 DOI: 10.1093/schbul/sbu165] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Abnormal reinforcement learning and representations of reward value are present in schizophrenia, and these impairments can manifest as deficits in risk/reward decision making. These abnormalities may be due in part to dopaminergic dysfunction within cortico-limbic-striatal circuitry. Evidence from studies with laboratory animal have revealed that normal DA activity within different nodes of these circuits is critical for mediating dissociable processes that can refine decision biases. Moreover, both phasic and tonic dopamine transmission appear to play separate yet complementary roles in these processes. Tonic dopamine release within the prefrontal cortex and nucleus accumbens, serves as a "running rate-meter" of reward and reflects contextual information such as reward uncertainty and overt choice behavior. On the other hand, manipulations of outcome-related phasic dopamine bursts and dips suggest these signals provide rapid feedback to allow for quick adjustments in choice as reward contingencies change. The lateral habenula is a key input to the DA system that phasic signals is necessary for expressing subjective decision biases; as suppression of activity within this nucleus leads to catastrophic impairments in decision making and random patterns of choice behavior. As schizophrenia is characterized by impairments in using positive and negative feedback to appropriately guide decision making, these findings suggest that these deficits in these processes may be mediated, at least in part, by abnormalities in both tonic and phasic dopamine transmission.
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Affiliation(s)
| | - Stan B. Floresco
- *To whom correspondence should be addressed; Department of Psychology and Brain Research Centre, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada; tel: (604)-827-5313, fax: (604)-822-6923, e-mail:
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295
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Reddy LF, Horan WP, Green MF. Motivational Deficits and Negative Symptoms in Schizophrenia: Concepts and Assessments. Curr Top Behav Neurosci 2015; 27:357-73. [PMID: 26164592 DOI: 10.1007/7854_2015_379] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Recent years have seen a resurgence of interest in motivational disturbances in schizophrenia . This is largely driven by the recognition that these disturbances are central to the "experiential" subdomain of negative symptoms and are particularly important determinants of functional disability. Research into the causes and treatment of experiential negative symptoms is therefore a high priority. This chapter reviews findings from experimental psychopathology and affective science relevant to understanding the neurobehavioral processes that underlie these negative symptoms. We focus on abnormalities in four processes that have received the most attention as likely contributors: anticipatory pleasure, reward learning, effort-based decision-making, and social motivation. We also review the research literature on pharmacological and psychosocial approaches to reduce functional deficits attributable to negative symptoms. Translational research is beginning to inform the development of new treatments specifically designed to target the experiential subdomain of negative symptoms.
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Affiliation(s)
- L Felice Reddy
- VA Greater Los Angeles Healthcare System, University of California, MIRECC 210A, Bldg. 210, 11301 Wilshire Blvd., Los Angeles, CA, 90073, USA.
| | - William P Horan
- VA Greater Los Angeles Healthcare System, University of California, MIRECC 210A, Bldg. 210, 11301 Wilshire Blvd., Los Angeles, CA, 90073, USA
| | - Michael F Green
- VA Greater Los Angeles Healthcare System, University of California, MIRECC 210A, Bldg. 210, 11301 Wilshire Blvd., Los Angeles, CA, 90073, USA
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296
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Sumiyoshi T, Kunugi H, Nakagome K. Serotonin and dopamine receptors in motivational and cognitive disturbances of schizophrenia. Front Neurosci 2014; 8:395. [PMID: 25538549 PMCID: PMC4255483 DOI: 10.3389/fnins.2014.00395] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2014] [Accepted: 11/18/2014] [Indexed: 11/17/2022] Open
Abstract
Negative symptoms (e.g., decreased spontaneity, social withdrawal, blunt affect) and disturbances of cognitive function (e.g., several types of memory, attention, processing speed, executive function, fluency) provide a major determinant of long-term outcome in patients with schizophrenia. Specifically, motivation deficits, a type of negative symptoms, have been attracting interest as (1) a moderator of cognitive performance in schizophrenia and related disorders, and (2) a modulating factor of cognitive enhancers/remediation. These considerations suggest the need to clarify neurobiological substrates regulating motivation. Genetic studies indicate a role for the monoamine systems in motivation and key cognitive domains. For example, polymorphism of genes encoding catecholamine-O-methyltransferase, an enzyme catabolizing dopamine (DA), affects performance on tests of working memory and executive function in a phenotype (schizophrenia vs. healthy controls)-dependent fashion. On the other hand, motivation to maximize rewards has been shown to be influenced by other genes encoding DA-related substrates, such as DARPP-32 and DA-D2 receptors. Serotonin (5-HT) receptors may also play a significant role in cognitive and motivational disabilities in psychoses and mood disorders. For example, mutant mice over-expressing D2 receptors in the striatum, an animal model of schizophrenia, exhibit both decreased willingness to work for reward and up-regulation of 5-HT2C receptors. Taken together, genetic predisposition related to 5-HT receptors may mediate the diversity of incentive motivation that is impaired in patients receiving biological and/or psychosocial treatments. Thus, research into genetic and neurobiological measures of motivation, in association with 5-HT receptors, is likely to facilitate intervention into patients seeking better social consequences.
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Affiliation(s)
- Tomiki Sumiyoshi
- Department of Clinical Research Promotion, National Center Hospital, National Center of Neurology and Psychiatry Tokyo, Japan
| | - Hiroshi Kunugi
- Department of Mental Disorder Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry Tokyo, Japan
| | - Kazuyuki Nakagome
- National Center Hospital, National Center of Neurology and Psychiatry Tokyo, Japan
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297
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Differential hedonic experience and behavioral activation in schizophrenia and bipolar disorder. Psychiatry Res 2014; 219:470-6. [PMID: 24999173 PMCID: PMC4143463 DOI: 10.1016/j.psychres.2014.06.030] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Revised: 03/06/2014] [Accepted: 06/18/2014] [Indexed: 01/23/2023]
Abstract
The Kraepelinian distinction between schizophrenia (SZ) and bipolar disorder (BP) emphasizes affective and volitional impairment in the former, but data directly comparing the two disorders for hedonic experience are scarce. This study examined whether hedonic experience and behavioral activation may be useful phenotypes distinguishing SZ and BP. Participants were 39 SZ and 24 BP patients without current mood episode matched for demographics and negative affect, along with 36 healthy controls (HC). They completed the Chapman Physical and Social Anhedonia Scales, Temporal Experience of Pleasure Scale (TEPS), and Behavioral Activation Scale (BAS). SZ and BP showed equally elevated levels of self-report negative affect and trait anhedonia compared to HC. However, SZ reported significantly lower pleasure experience (TEPS) and behavioral activation (BAS) than BP, who did not differ from HC. SZ and BP showed differential patterns of relationships between the hedonic experience and behavioral activation measures. Overall, the results suggest that reduced hedonic experience and behavioral activation may be effective phenotypes distinguishing SZ from BP even when affective symptoms are minimal. However, hedonic experience differences between SZ and BP are sensitive to measurement strategy, calling for further research on the nature of anhedonia and its relation to motivation in these disorders.
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298
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Abstract
Research on cognitive control and executive function has long recognized the relevance of motivational factors. Recently, however, the topic has come increasingly to center stage, with a surge of new studies examining the interface of motivation and cognitive control. In the present article we survey research situated at this interface, considering work from cognitive and social psychology and behavioral economics, but with a particular focus on neuroscience research. We organize existing findings into three core areas, considering them in the light of currently vying theoretical perspectives. Based on the accumulated evidence, we advocate for a view of control function that treats it as a domain of reward-based decision making. More broadly, we argue that neuroscientific evidence plays a critical role in understanding the mechanisms by which motivation and cognitive control interact. Opportunities for further cross-fertilization between behavioral and neuroscientific research are highlighted.
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Affiliation(s)
- Matthew Botvinick
- Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, New Jersey 08540;
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299
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Gard DE, Sanchez AH, Cooper K, Fisher M, Garrett C, Vinogradov S. Do people with schizophrenia have difficulty anticipating pleasure, engaging in effortful behavior, or both? JOURNAL OF ABNORMAL PSYCHOLOGY 2014; 123:771-82. [PMID: 25133986 DOI: 10.1037/abn0000005] [Citation(s) in RCA: 101] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Motivation deficits are common in schizophrenia, but little is known about underlying mechanisms, or the specific goals that people with schizophrenia set in daily life. Using neurobiological heuristics of pleasure anticipation and effort assessment, we examined the quality of activities and goals of 47 people with and 41 people without schizophrenia, utilizing ecological momentary assessment. Participants were provided cell phones and called 4 times a day for 7 days, and were asked about their current activities and anticipation of upcoming goals. Activities and goals were later coded by independent raters on pleasure and effort. In line with recent laboratory findings on effort computation deficits in schizophrenia, relative to healthy participants, people with schizophrenia reported engaging in less effortful activities and setting less effortful goals, which were related to patient functioning. In addition, patients showed some inaccuracy in estimating how difficult an effortful goal would be, which in turn was associated with lower neurocognition. In contrast to previous research, people with schizophrenia engaged in activities and set goals that were more pleasure-based, and anticipated goals as being more pleasurable than controls. Thus, this study provided evidence for difficulty with effortful behavior and not anticipation of pleasure. These findings may have psychosocial treatment implications, focusing on effort assessment or effort expenditure. For example, to help people with schizophrenia engage in more meaningful goal pursuits, treatment providers may leverage low-effort pleasurable goals by helping patients to break down larger, more complex goals into smaller, lower-effort steps that are associated with specific pleasurable rewards.
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Affiliation(s)
| | | | | | - Melissa Fisher
- San Francisco Department of Veterans Affairs Medical Center
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300
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Millan MJ, Fone K, Steckler T, Horan WP. Negative symptoms of schizophrenia: clinical characteristics, pathophysiological substrates, experimental models and prospects for improved treatment. Eur Neuropsychopharmacol 2014; 24:645-92. [PMID: 24820238 DOI: 10.1016/j.euroneuro.2014.03.008] [Citation(s) in RCA: 228] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 03/19/2014] [Indexed: 12/11/2022]
Abstract
Schizophrenia is a complex and multifactorial disorder generally diagnosed in young adults at the time of the first psychotic episode of delusions and hallucinations. These positive symptoms can be controlled in most patients by currently-available antipsychotics. Conversely, they are poorly effective against concomitant neurocognitive dysfunction, deficits in social cognition and negative symptoms (NS), which strongly contribute to poor functional outcome. The precise notion of NS has evolved over the past century, with recent studies - underpinned by novel rating methods - suggesting two major sub-domains: "decreased emotional expression", incorporating blunted affect and poverty of speech, and "avolition", which embraces amotivation, asociality and "anhedonia" (inability to anticipate pleasure). Recent studies implicate a dysfunction of frontocortico-temporal networks in the aetiology of NS, together with a disruption of cortico-striatal circuits, though other structures are also involved, like the insular and parietal cortices, amygdala and thalamus. At the cellular level, a disruption of GABAergic-glutamatergic balance, dopaminergic signalling and, possibly, oxytocinergic and cannibinoidergic transmission may be involved. Several agents are currently under clinical investigation for the potentially improved control of NS, including oxytocin itself, N-Methyl-d-Aspartate receptor modulators and minocycline. Further, magnetic-electrical "stimulation" strategies to recruit cortical circuits and "cognitive-behavioural-psychosocial" therapies likewise hold promise. To acquire novel insights into the causes and treatment of NS, experimental study is crucial, and opportunities are emerging for improved genetic, pharmacological and developmental modelling, together with more refined readouts related to deficits in reward, sociality and "expression". The present article comprises an integrative overview of the above issues as a platform for this Special Issue of European Neuropsychopharmacology in which five clinical and five preclinical articles treat individual themes in greater detail. This Volume provides, then, a framework for progress in the understanding - and ultimately control - of the debilitating NS of schizophrenia.
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Affiliation(s)
- Mark J Millan
- Pole of Innovation in Neuropsychiatry, Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, Paris, France.
| | - Kevin Fone
- School of Biomedical Sciences, Medical School, Queen׳s Medical Centre, Nottingham University, Nottingham NG72UH, UK
| | - Thomas Steckler
- Janssen Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - William P Horan
- VA Greater Los Angeles Healthcare System, University of California, Los Angeles, MIRECC 210A, Bldg. 210, 11301 Wilshire Blvd., Los Angeles, CA 90073, USA
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