151
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Bosulu J, Allaire MA, Tremblay-Grénier L, Luo Y, Eickhoff S, Hétu S. "Wanting" versus "needing" related value: An fMRI meta-analysis. Brain Behav 2022; 12:e32713. [PMID: 36000558 PMCID: PMC9480935 DOI: 10.1002/brb3.2713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 07/04/2022] [Indexed: 11/30/2022] Open
Abstract
Consumption and its excesses are sometimes explained by imbalance of need or lack of control over "wanting." "Wanting" assigns value to cues that predict rewards, whereas "needing" assigns value to biologically significant stimuli that one is deprived of. Here we aimed at studying how the brain activation patterns related to value of "wanted" stimuli differs from that of "needed" stimuli using activation likelihood estimation neuroimaging meta-analysis approaches. We used the perception of a cue predicting a reward for "wanting" related value and the perception of food stimuli in a hungry state as a model for "needing" related value. We carried out separate, contrasts, and conjunction meta-analyses to identify differences and similarities between "wanting" and "needing" values. Our overall results for "wanting" related value show consistent activation of the ventral tegmental area, striatum, and pallidum, regions that both activate behavior and direct choice, while for "needing" related value, we found an overall consistent activation of the middle insula and to some extent the caudal-ventral putamen, regions that only direct choice. Our study suggests that wanting has more control on consumption and behavioral activation.
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Affiliation(s)
- Juvenal Bosulu
- Faculté Des Arts et des Sciences, Université de Montréal, Montréal, Canada
| | | | | | - Yi Luo
- School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Simon Eickhoff
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.,Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
| | - Sébastien Hétu
- Faculté Des Arts et des Sciences, Université de Montréal, Montréal, Canada
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152
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Hu W, Zhao X, Liu Y, Ren Y, Wei Z, Tang Z, Tian Y, Sun Y, Yang J. Reward sensitivity modulates the brain reward pathway in stress resilience via the inherent neuroendocrine system. Neurobiol Stress 2022; 20:100485. [PMID: 36132434 PMCID: PMC9483565 DOI: 10.1016/j.ynstr.2022.100485] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 08/16/2022] [Accepted: 09/02/2022] [Indexed: 12/03/2022] Open
Abstract
In the previous 10 years, researchers have suggested a critical role for the brain reward system in stress resilience. However, no study has provided an empirical link between activity in the mesostriatal reward regions during stress and the recovery of cortisol stress response. Moreover, although reward sensitivity as a trait has been demonstrated to promote stress resilience, it remains unclear whether it modulates the brain reward system in stress resilience and how this effect is achieved by the inherent neuroendocrine system. To investigate these uncertainties, 70 young adults were recruited to participate in a ScanSTRESS task, and their brain imaging data and saliva samples (for cortisol assay) were collected during the task. In addition, we assessed reward sensitivity, cortisol awakening response, and intrinsic functional connectivity of the brain in all the participants. We found that left putamen activation during stress exposure positively predicted cortisol recovery. In addition, reward sensitivity was positively linked with activation of the left putamen, and this relationship was serially mediated by the cortisol awakening response and right hippocampus-left inferior frontal gyrus intrinsic connectivity. These findings suggest that reward sensitivity modulates reward pathways in stress resilience through the interplay of the diurnal stress response system and network of the hippocampus-prefrontal circuitry. Summarily, the current study built a model to highlight the dynamic and multifaceted interaction between pertinent allostatic factors in the reward-resilience pathway and uncovered new insight into the resilience function of the mesostriatal reward system during stress. Cortisol recovery can be predicted by activation of the left putamen in stress. Activation of the left putamen was positively linked with reward sensitivity. This relationship was serially mediated by the cortisol awakening response and right hippocampus-left inferior frontal gyrus intrinsic coupling.
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Affiliation(s)
- Weiyu Hu
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Xiaolin Zhao
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Yadong Liu
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Yipeng Ren
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Zhenni Wei
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Zihan Tang
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Yun Tian
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
| | - Yadong Sun
- Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Juan Yang
- Faculty of Psychology, Southwest University, Chongqing, 400715, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, 400715, China
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153
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Yang X, Su Y, Yang F, Song Y, Yan J, Luo Y, Zeng J. Neurofunctional mapping of reward anticipation and outcome for major depressive disorder: a voxel-based meta-analysis. Psychol Med 2022; 52:1-14. [PMID: 36047042 DOI: 10.1017/s0033291722002707] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Aberrations in how people form expectations about rewards and how they respond to receiving rewards are thought to underlie major depressive disorder (MDD). However, the underlying mechanism linking the appetitive reward system, specifically anticipation and outcome, is still not fully understood. To examine the neural correlates of monetary anticipation and outcome in currently depressed subjects with MDD, we performed two separate voxel-wise meta-analyses of functional neuroimaging studies using the monetary incentive delay task. During reward anticipation, the depressed patients exhibited an increased response in the bilateral middle cingulate cortex (MCC) extending to the anterior cingulate cortex, the medial prefrontal cortex, the left inferior frontal gyrus (IFG), and the postcentral gyrus, but a reduced response in the mesolimbic circuit, including the left striatum, insula, amygdala, right cerebellum, striatum, and IFG, compared to controls. During the outcome stage, MDD showed higher activity in the left inferior temporal gyrus, and lower activity in the mesocortical pathway, including the bilateral MCC, left caudate nucleus, precentral gyrus, thalamus, cerebellum, right striatum, insula, IFG, middle frontal gyrus, and temporal pole. Our findings suggest that cMDD may be characterised by state-dependent hyper-responsivity in cortical regions during the anticipation phase, and hypo-responsivity of the mesocortico-limbic circuit across the two phases of the reward response. Our study showed dissociable neural circuit responses to monetary stimuli during reward anticipation and outcome, which help to understand the dysfunction in different aspects of reward processing, particularly motivational v. hedonic deficits in depression.
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Affiliation(s)
- Xun Yang
- School of Public Policy and Administration, Chongqing University, Chongqing, 400044, China
| | - Yueyue Su
- School of Public Policy and Administration, Chongqing University, Chongqing, 400044, China
| | - Fan Yang
- Department of Ultrasonography, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Chengdu Chenghua District Maternal and Child Health Hospital, Sichuan University, Chengdu, 610041, China
| | - Yuan Song
- School of Public Policy and Administration, Chongqing University, Chongqing, 400044, China
| | - Jiangnan Yan
- School of Economics and Business Administration, Chongqing University, Chongqing, 400044, China
| | - Ya Luo
- Department of Psychiatry, State Key Lab of Biotherapy, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Jianguang Zeng
- School of Economics and Business Administration, Chongqing University, Chongqing, 400044, China
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154
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Murray CH, Glazer JE, Lee R, Nusslock R, de Wit H. Δ9-THC reduces reward-related brain activity in healthy adults. Psychopharmacology (Berl) 2022; 239:2829-2840. [PMID: 35612654 PMCID: PMC10560585 DOI: 10.1007/s00213-022-06164-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 05/12/2022] [Indexed: 10/18/2022]
Abstract
RATIONALE Greater availability of cannabis in the USA has raised concerns about adverse effects of the drug, including possible amotivational states. Lack of motivation may be assessed by examining acute effects of cannabinoids on reward processing. OBJECTIVES This study examined single doses of delta-9-tetrahydrocannabinol (∆9-THC; 7.5, 15 mg oral) in healthy adults using a version of the monetary incentive delay (MID) task adapted for electroencephalography (EEG; e-MID) in a within-subjects, double blind design. METHODS Two phases of reward processing were examined: anticipation, which occurs with presentation of cues that indicate upcoming reward, punishment, or neutral conditions, and outcome, which occurs with feedback indicating hits or misses. During anticipation, we measured two event-related potential (ERP) components: the P300, which measures attention and motivation, and the LPP, which measures affective processing. During outcome processing, we measured P300 and LPP, as well as the RewP, which measures outcome evaluation. RESULTS We found that ∆9-THC modulated outcome processing, but not reward anticipation. Specifically, both doses of ∆9-THC (7.5 and 15 mg) reduced RewP amplitudes after outcome feedback (hits and misses) relative to placebo. ∆9-THC (15 mg) also reduced P300 and LPP amplitudes following hits compared to misses, relative to both placebo and 7.5 mg ∆9-THC. CONCLUSIONS These findings suggest that ∆9-THC dampens responses to both reward and loss feedback, which may reflect an "amotivational" state. Future studies are needed to determine generalizability of this effect, such as its pharmacological specificity and its specificity to monetary vs other types of reward.
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Affiliation(s)
- Conor H Murray
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, 5841 S Maryland Ave, MC3077, Chicago, IL, 60637, USA
| | - James E Glazer
- Department of Psychology, Northwestern University, 2029 Sheridan Road, Evanston, IL, 60208, USA
| | - Royce Lee
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, 5841 S Maryland Ave, MC3077, Chicago, IL, 60637, USA
| | - Robin Nusslock
- Department of Psychology, Northwestern University, 2029 Sheridan Road, Evanston, IL, 60208, USA
| | - Harriet de Wit
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, 5841 S Maryland Ave, MC3077, Chicago, IL, 60637, USA.
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155
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Chat IKY, Dunning EE, Bart CP, Carroll AL, Grehl MM, Damme KS, Abramson LY, Nusslock R, Alloy LB. The Interplay between Reward-Relevant Life Events and Trait Reward Sensitivity in Neural Responses to Reward Cues. Clin Psychol Sci 2022; 10:869-884. [PMID: 36381350 PMCID: PMC9662616 DOI: 10.1177/21677026211056627] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/01/2023]
Abstract
The reward hypersensitivity model posits that trait reward hypersensitivity should elicit hyper/hypo approach motivation following exposure to recent life events that activate (goal-striving and goal-attainment) or deactivate (goal-failure) the reward system, respectively. To test these hypotheses, eighty-seven young adults with high (HRew) versus moderate (MRew) trait reward sensitivity reported frequency of life events via the Life Event Interview. Brain activation was assessed during the fMRI Monetary Incentive Delay task. Greater exposure to goal-striving events was associated with higher nucleus accumbens (NAc) reward anticipation among HRew participants and lower orbitofrontal cortex (OFC) reward anticipation among MRew participants. Greater exposure to goal-failure events was associated with higher NAc and OFC reward anticipation only among HRew participants. This study demonstrated different neural reward anticipation (but not outcome) following reward-relevant events for HRew versus MRew individuals. Trait reward sensitivity and reward-relevant life events may jointly modulate reward-related brain function, with implications for understanding psychopathology.
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Affiliation(s)
- Iris Ka-Yi Chat
- Department of Psychology, Temple University, Philadelphia, Pennsylvania
| | - Erin E. Dunning
- Department of Psychology, Temple University, Philadelphia, Pennsylvania
| | - Corinne P. Bart
- Department of Psychology, Temple University, Philadelphia, Pennsylvania
| | - Ann L. Carroll
- Department of Psychology, Northwestern University, Evanston, Illinois
| | - Mora M. Grehl
- Department of Psychology, Temple University, Philadelphia, Pennsylvania
| | | | | | - Robin Nusslock
- Department of Psychology, Northwestern University, Evanston, Illinois
| | - Lauren B. Alloy
- Department of Psychology, Temple University, Philadelphia, Pennsylvania
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156
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Mirifar A, Keil A, Ehrlenspiel F. Neurofeedback and neural self-regulation: a new perspective based on allostasis. Rev Neurosci 2022; 33:607-629. [PMID: 35122709 PMCID: PMC9381001 DOI: 10.1515/revneuro-2021-0133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 01/13/2022] [Indexed: 11/15/2022]
Abstract
The field of neurofeedback training (NFT) has seen growing interest and an expansion of scope, resulting in a steadily increasing number of publications addressing different aspects of NFT. This development has been accompanied by a debate about the underlying mechanisms and expected outcomes. Recent developments in the understanding of psychophysiological regulation have cast doubt on the validity of control systems theory, the principal framework traditionally used to characterize NFT. The present article reviews the theoretical and empirical aspects of NFT and proposes a predictive framework based on the concept of allostasis. Specifically, we conceptualize NFT as an adaptation to changing contingencies. In an allostasis four-stage model, NFT involves (a) perceiving relations between demands and set-points, (b) learning to apply collected patterns (experience) to predict future output, (c) determining efficient set-points, and (d) adapting brain activity to the desired ("set") state. This model also identifies boundaries for what changes can be expected from a neurofeedback intervention and outlines a time frame for such changes to occur.
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Affiliation(s)
- Arash Mirifar
- Department of Sport and Health Sciences, Chair of Sport Psychology, Technische Universität München, Munich, Bavaria, Germany
- Institute of Sports Science, Leibniz UniversityHannover, Germany
| | - Andreas Keil
- Center for the Study of Emotion & Attention, University of Florida, Gainesville, Florida, United States of America
| | - Felix Ehrlenspiel
- Department of Sport and Health Sciences, Chair of Sport Psychology, Technische Universität München, Munich, Bavaria, Germany
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157
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Rong Y, Chen N, Dong J, Li Q, Yue X, Hu L, Wei P. Expectations of immediate and delayed reward differentially affect cognitive task performance. Neuroimage 2022; 262:119582. [PMID: 35995376 DOI: 10.1016/j.neuroimage.2022.119582] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 08/11/2022] [Accepted: 08/18/2022] [Indexed: 10/31/2022] Open
Abstract
The current study used a modified Monetary Incentive Delay task to examine the neural mechanisms underlying anticipating and receiving an immediate or delayed reward and examined the influence of pursuing these rewards on cognitive task performance. A pre-cue indicating the potential of gaining a monetary reward (immediate-, delayed-, vs. no-reward) was followed by a target stimulus requiring a fast and accurate response. Then, response-contingent feedback was presented indicating whether or not the participant would receive the corresponding reward. Linear mixed-effect models revealed the fastest behavioural responses and the strongest neural activity, as reflected in event-related-potentials and event-related-spectral-perturbation responses, for immediate reward, followed by delayed reward, with the slowest behavioural responses and the weakest neural activities observed in the no-reward condition. Expectations related to the cue-P3 component and the cue-delta activities predicted behavioural performance, especially in the immediate reward condition. Moreover, exploratory analyses revealed that depression moderated the relationship between target-locked neural activity and behavioural performance in the delayed reward condition, with lower neural activity being related to worse behavioural performance amongst participants scoring high on depression. These results indicate that differential value representations formed through delay discounting directly affect neural responses in reward processing and directly influence the effort invested in the current task, which is reflected by behavioural responses and is in agreement with the expected value of control theory.
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Affiliation(s)
- Yachao Rong
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, 100048, China
| | - Ningxuan Chen
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, 100048, China
| | - Jiarui Dong
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, 100048, China
| | - Qi Li
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, 100048, China
| | - Xiaodong Yue
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, 100048, China
| | - Li Hu
- Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Ping Wei
- Beijing Key Laboratory of Learning and Cognition and School of Psychology, Capital Normal University, Beijing, 100048, China.
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158
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Nour MM, Liu Y, Dolan RJ. Functional neuroimaging in psychiatry and the case for failing better. Neuron 2022; 110:2524-2544. [PMID: 35981525 DOI: 10.1016/j.neuron.2022.07.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 06/06/2022] [Accepted: 07/08/2022] [Indexed: 12/27/2022]
Abstract
Psychiatric disorders encompass complex aberrations of cognition and affect and are among the most debilitating and poorly understood of any medical condition. Current treatments rely primarily on interventions that target brain function (drugs) or learning processes (psychotherapy). A mechanistic understanding of how these interventions mediate their therapeutic effects remains elusive. From the early 1990s, non-invasive functional neuroimaging, coupled with parallel developments in the cognitive neurosciences, seemed to signal a new era of neurobiologically grounded diagnosis and treatment in psychiatry. Yet, despite three decades of intense neuroimaging research, we still lack a neurobiological account for any psychiatric condition. Likewise, functional neuroimaging plays no role in clinical decision making. Here, we offer a critical commentary on this impasse and suggest how the field might fare better and deliver impactful neurobiological insights.
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Affiliation(s)
- Matthew M Nour
- Max Planck University College London Centre for Computational Psychiatry and Ageing Research, London WC1B 5EH, UK; Wellcome Trust Centre for Human Neuroimaging, University College London, London WC1N 3AR, UK; Department of Psychiatry, University of Oxford, Oxford OX3 7JX, UK.
| | - Yunzhe Liu
- Max Planck University College London Centre for Computational Psychiatry and Ageing Research, London WC1B 5EH, UK; State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China; Chinese Institute for Brain Research, Beijing 102206, China
| | - Raymond J Dolan
- Max Planck University College London Centre for Computational Psychiatry and Ageing Research, London WC1B 5EH, UK; Wellcome Trust Centre for Human Neuroimaging, University College London, London WC1N 3AR, UK; State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China.
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159
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Wang S, Leri F, Rizvi SJ. Clinical and Preclinical Assessments of Anhedonia in Psychiatric Disorders. Curr Top Behav Neurosci 2022; 58:3-21. [PMID: 35435647 DOI: 10.1007/7854_2022_318] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Anhedonia is a prevalent symptom across many psychiatric disorders. The contemporary scope of anhedonia across various models includes interest, reward anticipation, motivation, effort expenditure, reward valuation, expectation, pleasure, satiation, and learning. In order to further elucidate the impact of anhedonia on treatment outcomes, quality of life, as well as brain function, validated tools to probe the various facets of anhedonia are necessary. This chapter evaluates assessment tools for anhedonia in clinical populations and in animals. Subjective clinical scales have been in use for decades, and as the construct of anhedonia evolved, contemporary scales were developed to integrate these new concepts. Clinical scales are useful for understanding the subjective experience of anhedonia but do not account for objective aspects of anhedonia, including implicit learning. Behavioral tasks that probe responses to rewarding stimuli have been useful to fill this gap and to delineate the specific brain processes underlying facets of anhedonia. Although there have been translational challenges in the assessments of anhedonia and reward deficits from preclinical to clinical (and vice versa), the multifaceted clinical scales and reward tasks provide valuable insights into the conceptualization of anhedonia and its neural basis across psychiatric disorders.
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Affiliation(s)
- Shijing Wang
- Arthur Sommer Rotenberg Suicide and Depression Studies Unit, St. Michael's Hospital, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Francesco Leri
- Department of Psychology, University of Guelph, Guelph, ON, Canada
| | - Sakina J Rizvi
- Arthur Sommer Rotenberg Suicide and Depression Studies Unit, St. Michael's Hospital, Toronto, ON, Canada.
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada.
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada.
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160
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May AC, Jacobus J, Simmons AN, Tapert SF. A prospective investigation of youth alcohol experimentation and reward responsivity in the ABCD study. Front Psychiatry 2022; 13:886848. [PMID: 36003980 PMCID: PMC9393480 DOI: 10.3389/fpsyt.2022.886848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 07/18/2022] [Indexed: 12/04/2022] Open
Abstract
Rationale Greater risk-taking behaviors, such as alcohol experimentation, are associated with different patterns of brain functioning in regions implicated in reward (nucleus accumbens, NA) and cognitive control (inferior frontal gyrus, IFG). These neural features have been observed in youth with greater risk-taking tendencies prior to substance use initiation, suggesting NA-IFG disruption may serve as an early marker for subsequent substance use disorders. Prospective studies are needed to determine if NA-IFG neural disruption predicts future substance use in school-age children, including those with minimal use of alcohol (e.g., sipping). The present large-sample prospective study sought to use machine learning to: (1) examine alcohol sipping at ages 9, 10 as a potential behavioral indicator of concurrent underlying altered neural responsivity to reward, and (2) determine if alcohol sipping and NA-IFG activation at ages 9, 10 can be used to predict which youth reported increased alcohol use at ages 11, 12. Additionally, low-level alcohol use and brain functioning at ages 9, 10 were examined as predictors of substance use and brain functioning at ages 11, 12. Design and methods This project used data from the baseline (Time 1) and two-year follow-up (Time 2) assessments of the Adolescent Brain Cognitive Development (ABCD) Study (Release 3.0). Support Vector Machine (SVM) learning determined if: (1) NA-IFG neural activity could correctly identify youth who reported alcohol sipping at Time 1 (n = 7409, mean age = 119.34 months, SD = 7.53; 50.27% female), and (2) NA-IFG and alcohol sipping frequency at Time 1 could correctly identify youth who reported drinking alcohol at Time 2 (n = 4000, mean age = 143.25 months, SD = 7.63; 47.53% female). Linear regression was also used to examine the relationship between alcohol sipping and NA-IFG activity at Time 1 and substance use and NA-IFG activity at Time 2. Data were also examined to characterize the environmental context in which youth first tried sips of alcohol (e.g., with or without parental permission, as part of a religious experience). Results Approximately 24% of the sample reported having tried sips of alcohol by ages 9, 10. On average, youth reported trying sips of alcohol 4.87 times (SD = 23.19) with age of first sip occurring at 7.36 years old (SD = 1.91). The first SVM model classified youth according to alcohol sipping status at Time 1 no better than chance with an accuracy of 0.35 (balanced accuracy = 0.52, sensitivity = 0.24, specificity = 0.80). The second SVM model classified youth according to alcohol drinking status at Time 2 with an accuracy of 0.76 (balanced accuracy = 0.56, sensitivity = 0.21, specificity = 0.91). Linear regression demonstrated that frequency of alcohol sipping at Time 1 predicted frequency of alcohol use at Time 2 (p < 0.001, adjusted R 2 = 0.075). Alcohol sipping at Time 1 was not linearly associated with NA or IFG activity at Time 2 (all ps > 0.05), and NA activity at Time 1 and Time 2 were not related (all ps > 0.05). Activity in the three subsections of the IFG at Time 1 predicted activity in those same regions at Time 2 (all ps < 0.02). Conclusions and implications Early sips of alcohol appear to predict alcohol use in early adolescence. Findings do not provide strong evidence for minimal early alcohol use (sipping) as a behavioral marker of underlying alterations in NA-IFG neural responsivity to reward. Improving our understanding of the neural and behavioral factors that indicate a greater propensity for future substance use is crucial for identifying at-risk youth and potential targets for preventative efforts.
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Affiliation(s)
- April C. May
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, San Diego, CA, United States
| | - Joanna Jacobus
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Alan N. Simmons
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Susan F. Tapert
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
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161
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Feng C, Huang W, Xu K, Stewart JL, Camilleri JA, Yang X, Wei P, Gu R, Luo W, Eickhoff SB. Neural substrates of motivational dysfunction across neuropsychiatric conditions: Evidence from meta-analysis and lesion network mapping. Clin Psychol Rev 2022; 96:102189. [PMID: 35908312 PMCID: PMC9720091 DOI: 10.1016/j.cpr.2022.102189] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 04/13/2022] [Accepted: 07/18/2022] [Indexed: 02/03/2023]
Abstract
Motivational dysfunction constitutes one of the fundamental dimensions of psychopathology cutting across traditional diagnostic boundaries. However, it is unclear whether there is a common neural circuit responsible for motivational dysfunction across neuropsychiatric conditions. To address this issue, the current study combined a meta-analysis on psychiatric neuroimaging studies of reward/loss anticipation and consumption (4308 foci, 438 contrasts, 129 publications) with a lesion network mapping approach (105 lesion cases). Our meta-analysis identified transdiagnostic hypoactivation in the ventral striatum (VS) for clinical/at-risk conditions compared to controls during the anticipation of both reward and loss. Moreover, the VS subserves a key node in a distributed brain network which encompasses heterogeneous lesion locations causing motivation-related symptoms. These findings do not only provide the first meta-analytic evidence of shared neural alternations linked to anticipatory motivation-related deficits, but also shed novel light on the role of VS dysfunction in motivational impairments in terms of both network integration and psychological functions. Particularly, the current findings suggest that motivational dysfunction across neuropsychiatric conditions is rooted in disruptions of a common brain network anchored in the VS, which contributes to motivational salience processing rather than encoding positive incentive values.
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Affiliation(s)
- Chunliang Feng
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education (South China Normal University), Guangzhou, China,Guangdong Provincial Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China,Corresponding authors at: Guangdong Provincial Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou 510631, China; Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China. (C. Feng), (R. Gu)
| | - Wenhao Huang
- Beijing Key Laboratory of Learning and Cognition, and School of Psychology, Capital Normal University, Beijing, China,Department of Decision Neuroscience and Nutrition, German Institute of Human Nutrition (DIfE), Potsdam-Rehbrücke, Germany
| | - Kangli Xu
- The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, China
| | | | - Julia A. Camilleri
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany,Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
| | - Xiaofeng Yang
- The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, China
| | - Ping Wei
- Beijing Key Laboratory of Learning and Cognition, and School of Psychology, Capital Normal University, Beijing, China
| | - Ruolei Gu
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China,Department of Psychology, University of Chinese Academy of Sciences, Beijing, China,Corresponding authors at: Guangdong Provincial Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou 510631, China; Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China. (C. Feng), (R. Gu)
| | - Wenbo Luo
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, China
| | - Simon B. Eickhoff
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany,Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Jülich, Jülich, Germany
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162
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Neurophysiological examination of the Affectâ¿¿Integrationâ¿¿Motivation framework of decision-making in the aging brain: A registered report. Neuroimage 2022. [DOI: 10.1016/j.neuroimage.2022.119189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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163
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Catalano LT, Wynn JK, Green MF, Gold JM. Reduced neural activity when anticipating social versus nonsocial rewards in schizophrenia: Preliminary evidence from an ERP study. Schizophr Res 2022; 246:7-16. [PMID: 35696860 DOI: 10.1016/j.schres.2022.05.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 05/09/2022] [Accepted: 05/31/2022] [Indexed: 11/20/2022]
Abstract
Diminished social motivation is a core feature of schizophrenia that might reflect disturbances in social reward processing. It is not known whether these disturbances reflect anticipatory ("wanting") and/or consummatory ("liking") pleasure deficits. The primary aim of this study was to examine social versus nonsocial reward processing during these temporally distinct substages using event-related potential (ERP) components. Twenty-three schizophrenia participants and 20 healthy participants completed an incentive delay task with social (i.e., smiling expressions) and nonsocial (i.e., money) rewards. We measured two anticipatory ERPs (i.e., "wanting") (target anticipation: Contingent Negative Variation [CNV]; feedback anticipation: Stimulus Preceding Negativity [SPN]) and one consummatory ERP (i.e., "liking") (feedback receipt: P300). As a secondary aim, we examined correlations between the ERPs and interview-rated motivational negative symptoms and social functioning. Schizophrenia participants showed overall less target anticipation (blunted CNV) across all trials (social and nonsocial) than healthy participants. Importantly, schizophrenia participants exhibited less anticipation of social rewards relative to nonsocial rewards (SPN), whereas healthy participants showed similar anticipation for both reward types. Both groups showed similar responses to social and nonsocial reward receipt (P300). Furthermore, social reward anticipation during the incentive delay task was associated with more social approach behaviors in the real-world. Together, these findings provide preliminary evidence for intact social reward "liking" and impaired "wanting" in schizophrenia.
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Affiliation(s)
- Lauren T Catalano
- Desert Pacific Mental Illness Research, Education and Clinical Center, Veterans Affairs Greater Los Angeles Healthcare System, CA, United States; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA, United States.
| | - Jonathan K Wynn
- Desert Pacific Mental Illness Research, Education and Clinical Center, Veterans Affairs Greater Los Angeles Healthcare System, CA, United States; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA, United States
| | - Michael F Green
- Desert Pacific Mental Illness Research, Education and Clinical Center, Veterans Affairs Greater Los Angeles Healthcare System, CA, United States; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA, United States
| | - James M Gold
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, United States
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164
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Zhang D, Shen J, Bi R, Zhang Y, Zhou F, Feng C, Gu R. Differentiating the abnormalities of social and monetary reward processing associated with depressive symptoms. Psychol Med 2022; 52:2080-2094. [PMID: 33143780 DOI: 10.1017/s0033291720003967] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND Reward dysfunction is a major dimension of depressive symptomatology, but it remains obscure if that dysfunction varies across different reward types. In this study, we focus on the abnormalities in anticipatory/consummatory processing of monetary and social reward associated with depressive symptoms. METHODS Forty participants with depressive symptoms and forty normal controls completed the monetary incentive delay (MID) and social incentive delay (SID) tasks with event-related potential (ERP) recording. RESULTS In the SID but not the MID task, both the behavioral hit rate and the ERP component contingent negative variation (CNV; indicating reward anticipation) were sensitive to the interaction between the grouping factor and reward magnitude; that is, the depressive group showed a lower hit rate and a smaller CNV to large-magnitude (but not small-magnitude) social reward cues compared to the control group. Further, these two indexes were correlated with each other. Meanwhile, the ERP components feedback-related negativity and P3 (indicating reward consumption) were sensitive to the main effect of depression across the MID and SID tasks, though this effect was more prominent in the SID task. CONCLUSIONS Overall, we suggest that depressive symptoms are associated with deficits in both the reward anticipation and reward consumption stages, particularly for social rewards. These findings have a potential to characterize the profile of functional impairment that comprises and maintains depression.
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Affiliation(s)
- Dandan Zhang
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu 610066, China
- School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Junshi Shen
- School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Rong Bi
- School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Yueyao Zhang
- School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Fang Zhou
- School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Chunliang Feng
- Guangdong Provincial Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou 510631, China
- Key Laboratory of Brain, Cognition and Education Sciences, South China Normal University, Ministry of Education, Guangzhou 510631, China
| | - Ruolei Gu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
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165
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Altered brain activation during reward anticipation in bipolar disorder. Transl Psychiatry 2022; 12:300. [PMID: 35902559 PMCID: PMC9334601 DOI: 10.1038/s41398-022-02075-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 07/15/2022] [Accepted: 07/19/2022] [Indexed: 02/05/2023] Open
Abstract
Although altered reward sensitivity has been observed in individuals with bipolar disorder (BD), the brain function findings related to reward processing remain unexplored and inconsistent. This meta-analysis aimed to identify brain activation alterations underlying reward anticipation in BD. A systematic literature research was conducted to identify fMRI studies of reward-relevant tasks performed by BD individuals. Using Anisotropic Effect Size Signed Differential Mapping, whole-brain and ROI of the ventral striatum (VS) coordinate-based meta-analyses were performed to explore brain regions showing anomalous activation in individuals with BD compared to healthy controls (HC), respectively. A total of 21 studies were identified in the meta-analysis, 15 of which were included in the whole-brain meta-analysis and 17 in the ROI meta-analysis. The whole-brain meta-analysis revealed hypoactivation in the bilateral angular gyrus and right inferior frontal gyrus during reward anticipation in individuals with BD compared to HC. No significant activation differences were observed in bilateral VS between two groups by whole-brain or ROI-based meta-analysis. Individuals with BD type I and individuals with euthymic BD showed altered activation in prefrontal, angular, fusiform, middle occipital gyrus, and striatum. Hypoactivation in the right angular gyrus was positively correlated with the illness duration of BD. The present study reveals the potential neural mechanism underlying impairment in reward anticipation in BD. Some clinical features such as clinical subtype, mood state, and duration of illness confound the underlying neurobiological abnormality reward anticipation in BD. These findings may have implications for identifying clinically relevant biomarkers to guide intervention strategies for BD.
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166
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Park SH, Baker AK, Krishna V, Mackey SC, Martucci KT. Altered resting-state functional connectivity within corticostriatal and subcortical-striatal circuits in chronic pain. Sci Rep 2022; 12:12683. [PMID: 35879602 PMCID: PMC9314446 DOI: 10.1038/s41598-022-16835-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 07/18/2022] [Indexed: 11/09/2022] Open
Abstract
Brain corticostriatal circuits are important for understanding chronic pain and highly relevant to motivation and cognitive processes. It has been demonstrated that in patients with chronic back pain, altered nucleus accumbens (NAcc)-medial prefrontal cortex (MPFC) circuit fMRI-based activity is predictive of patient outcome. We evaluated the NAcc-MPFC circuit in patients with another chronic pain condition, fibromyalgia, to extend these important findings. First, we compared fMRI-based NAcc-MPFC resting-state functional connectivity in patients with fibromyalgia (N = 32) vs. healthy controls (N = 37). Compared to controls, the NAcc-MPFC circuit's connectivity was significantly reduced in fibromyalgia. In addition, within the fibromyalgia group, NAcc-MPFC connectivity was significantly correlated with trait anxiety. Our expanded connectivity analysis of the NAcc to subcortical brain regions showed reduced connectivity of the right NAcc with mesolimbic circuit regions (putamen, thalamus, and ventral pallidum) in fibromyalgia. Lastly, in an exploratory analysis comparing our fibromyalgia and healthy control cohorts to a separate publicly available dataset from patients with chronic back pain, we identified reduced NAcc-MPFC connectivity across both the patient groups with unique alterations in NAcc-mesolimbic connectivity. Together, expanding upon prior observed alterations in brain corticostriatal circuits, our results provide novel evidence of altered corticostriatal and mesolimbic circuits in chronic pain.
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Affiliation(s)
- Su Hyoun Park
- Department of Anesthesiology, Duke University Medical Center, Durham, USA
- Duke Center for Translational Pain Medicine, Durham, USA
- Human Affect and Pain Neuroscience Lab, Department of Anesthesiology, Duke University Medical Center, Box DUMC 3094, Durham, NC, 27710, USA
| | - Anne K Baker
- Department of Anesthesiology, Duke University Medical Center, Durham, USA
- Duke Center for Translational Pain Medicine, Durham, USA
- Human Affect and Pain Neuroscience Lab, Department of Anesthesiology, Duke University Medical Center, Box DUMC 3094, Durham, NC, 27710, USA
| | - Vinit Krishna
- Department of Anesthesiology, Duke University Medical Center, Durham, USA
- Duke Center for Translational Pain Medicine, Durham, USA
- Human Affect and Pain Neuroscience Lab, Department of Anesthesiology, Duke University Medical Center, Box DUMC 3094, Durham, NC, 27710, USA
| | - Sean C Mackey
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, USA
| | - Katherine T Martucci
- Department of Anesthesiology, Duke University Medical Center, Durham, USA.
- Duke Center for Translational Pain Medicine, Durham, USA.
- Human Affect and Pain Neuroscience Lab, Department of Anesthesiology, Duke University Medical Center, Box DUMC 3094, Durham, NC, 27710, USA.
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167
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Martz ME, Hardee JE, Cope LM, McCurry KL, Soules M, Zucker RA, Heitzeg MM. Nucleus Accumbens Response to Reward among Children with a Family History of Alcohol Use Problems: Convergent Findings from the ABCD Study ® and Michigan Longitudinal Study. Brain Sci 2022; 12:913. [PMID: 35884720 PMCID: PMC9320357 DOI: 10.3390/brainsci12070913] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/06/2022] [Accepted: 07/09/2022] [Indexed: 11/16/2022] Open
Abstract
Having a family history of alcohol use problems (FH+) conveys risk for alcohol use in offspring. Reward-related brain functioning may play a role in this vulnerability. The present study investigated brain function in the nucleus accumbens (NAcc) associated with the anticipation of reward in youth with two biological parents with alcohol use problems (FH+2), one biological parent with alcohol use problems (FH+1), and no biological parents with alcohol use problems (FH-). Participants were from the large, national Adolescent Brain Cognitive Development (ABCD) Study (mean age: 9.93; 48% female; FH+2 n = 223, FH+1 n = 1447, FH- n = 9690) and the Michigan Longitudinal Study (MLS), consisting of community-recruited families with high rates of alcohol use disorder (mean age: 10.54; 39.3% female; FH+2 n = 40, FH+1 n = 51, FH- n = 40). Reward anticipation was measured by the monetary incentive delay task. Regression models were used to assess associations between FH status and the anticipation of large rewards in right and left NAcc regions of interest. In both studies, FH+2 youth showed blunted anticipatory reward responding in the right NAcc compared to FH+1 youth. In the MLS, FH+2 youth also had blunted anticipatory reward responding in the right NAcc compared to the FH- group. Convergent results across two separate samples provide insights into a unique vulnerability of FH+2 youth and suggest that binary FH+ versus FH- categorizations may obscure important differences within FH+ youth.
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Grants
- K01 DA044270 NIDA NIH HHS
- U24 DA041147 NIDA NIH HHS
- U01 DA051039 NIDA NIH HHS
- U01 DA041120 NIDA NIH HHS
- R37 AA007065 NIAAA NIH HHS
- U01 DA051018 NIDA NIH HHS
- U01 DA041093 NIDA NIH HHS
- U01DA041048, U01DA050989, U01DA051016, U01DA041022, U01DA051018, U01DA051037, U01DA050987, U01 DA041174, U01DA041106, U01DA041117, U01DA041028, U01DA 041134, U01DA050988, U01DA051039, U01DA041156, U01DA04 1025, U01DA041120, U01DA051038, U01DA041148, U01DA NIH HHS
- R01 DA027261 NIDA NIH HHS
- U24 DA041123 NIDA NIH HHS
- U01 DA051037 NIDA NIH HHS
- U01 DA051016 NIDA NIH HHS
- U01 DA041106 NIDA NIH HHS
- U01 DA041148 NIDA NIH HHS
- R37 AA07065 NIAAA NIH HHS
- K01 AA027558 NIAAA NIH HHS
- U01 DA041174 NIDA NIH HHS
- T32 AA007477 NIAAA NIH HHS
- U01 DA051038 NIDA NIH HHS
- U01 DA041134 NIDA NIH HHS
- U01 DA041022 NIDA NIH HHS
- R01 AA12217 NIAAA NIH HHS
- U01 DA041156 NIDA NIH HHS
- U01 DA050987 NIDA NIH HHS
- K01 AA024804 NIAAA NIH HHS
- U01 DA041025 NIDA NIH HHS
- U01 DA050989 NIDA NIH HHS
- U01 DA041089 NIDA NIH HHS
- U01 DA050988 NIDA NIH HHS
- R01 AA012217 NIAAA NIH HHS
- U01 DA041117 NIDA NIH HHS
- U01 DA041028 NIDA NIH HHS
- U01 DA041048 NIDA NIH HHS
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Affiliation(s)
- Meghan E. Martz
- Department of Psychiatry and Addiction Center, University of Michigan, 4250 Plymouth Road, Ann Arbor, MI 48109, USA; (J.E.H.); (L.M.C.); (K.L.M.); (M.S.); (R.A.Z.); (M.M.H.)
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168
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Shigemune Y, Kawasaki I, Baba T, Takeda A, Abe N. Decreased sensitivity to loss of options in patients with Parkinson's disease. Neuropsychologia 2022; 174:108322. [PMID: 35839962 DOI: 10.1016/j.neuropsychologia.2022.108322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 07/04/2022] [Accepted: 07/08/2022] [Indexed: 10/17/2022]
Abstract
Humans prefer to have many options when making decisions. When there is a threat of options disappearing, humans invest more to keep these options available, indicating that they are sensitive to the loss of options. This study examined whether patients with Parkinson's disease (PD), a disease characterized by dopamine depletion, try to keep options available when options are disappearing. Twenty-seven PD patients without dementia and 27 healthy controls (HCs) performed the door game, in which participants were presented with multiple alternatives in the form of three doors, each associated with a different point distribution. The participants were asked to maximize their point earnings by finding the best door. The task included two conditions. In the shutter condition, shutters gradually closed on doors that were not chosen; once the shutters completely closed, the door was no longer available. There were no shutters in the control condition. The results revealed that the HCs switched doors more often in the shutter condition than in the control condition, indicating a tendency to keep options available. However, the PD patients did not show such differences between the two conditions. The difference in the number of switches between the shutter and control conditions in the PD patients was significantly positively correlated with the distribution of dopamine transporters in the left striatum, as measured by 123I-ioflupane-SPECT (DaTSCAN) images. These results suggest that PD patients are less sensitive to the loss of options, and this decreased sensitivity may be caused by a decline in dopaminergic neurotransmission.
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Affiliation(s)
- Yayoi Shigemune
- Department of Psychology for Human Well-being, Tohoku Fukushi University, Sendai, Japan.
| | - Iori Kawasaki
- Department of Rehabilitation, National Hospital Organization Sendai-Nishitaga Hospital, Sendai, Japan
| | - Toru Baba
- Department of Neurology, National Hospital Organization Sendai-Nishitaga Hospital, Sendai, Japan
| | - Atsushi Takeda
- Department of Neurology, National Hospital Organization Sendai-Nishitaga Hospital, Sendai, Japan; Department of Cognitive and Motor Aging, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Nobuhito Abe
- Institute for the Future of Human Society, Kyoto University, Kyoto, Japan
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169
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Longitudinal changes in auditory and reward systems following receptive music-based intervention in older adults. Sci Rep 2022; 12:11517. [PMID: 35798784 PMCID: PMC9261172 DOI: 10.1038/s41598-022-15687-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 06/28/2022] [Indexed: 12/01/2022] Open
Abstract
Listening to pleasurable music is known to engage the brain’s reward system. This has motivated many cognitive-behavioral interventions for healthy aging, but little is known about the effects of music-based intervention (MBI) on activity and connectivity of the brain’s auditory and reward systems. Here we show preliminary evidence that brain network connectivity can change after receptive MBI in cognitively unimpaired older adults. Using a combination of whole-brain regression, seed-based connectivity analysis, and representational similarity analysis (RSA), we examined fMRI responses during music listening in older adults before and after an 8-week personalized MBI. Participants rated self-selected and researcher-selected musical excerpts on liking and familiarity. Parametric effects of liking, familiarity, and selection showed simultaneous activation in auditory, reward, and default mode network (DMN) areas. Functional connectivity within and between auditory and reward networks was modulated by participant liking and familiarity ratings. RSA showed significant representations of selection and novelty at both time-points, and an increase in striatal representation of musical stimuli following intervention. An exploratory seed-based connectivity analysis comparing pre- and post-intervention showed significant increase in functional connectivity between auditory regions and medial prefrontal cortex (mPFC). Taken together, results show how regular music listening can provide an auditory channel towards the mPFC, thus offering a potential neural mechanism for MBI supporting healthy aging.
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170
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Brislin SJ, Weigard AS, Hardee JE, Cope LM, Martz ME, Zucker RA, Heitzeg MM. Sex Moderates Reward- and Loss-Related Neural Correlates of Triarchic-Model Traits and Antisocial Behavior. Clin Psychol Sci 2022; 10:700-713. [PMID: 35874917 PMCID: PMC9306410 DOI: 10.1177/21677026211054780] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/03/2023]
Abstract
Abnormalities in responses to reward and loss are implicated in the etiology of antisocial behavior and psychopathic traits. While there is evidence for sex differences in neural response to reward and loss, it remains unclear how sex differences may moderate links between these neural responses and the phenotypic expression of antisocial behavior and psychopathic traits. This study examined sex differences in associations of neural response to reward and loss with antisocial personality symptoms and psychopathic traits. Functional neuroimaging data were collected during a monetary incentive delay task from 158 participants. Among males, during loss anticipation, activation in the left nucleus accumbens was negatively associated with antisocial behavior. Among females, during loss feedback, activation in the left nucleus accumbens and left amygdala was negatively associated with antisocial behavior. These results suggest that phenotypic sex differences in psychopathic traits and antisocial behavior may in part be attributable to different etiological pathways.
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Affiliation(s)
- Sarah J. Brislin
- Virginia Commonwealth University, Department of Psychology, 8 N Harrison Rd, Richmond VA, 23220, USA
| | - Alexander S. Weigard
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Road, Ann Arbor, MI 48109, USA
| | - Jillian E. Hardee
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Road, Ann Arbor, MI 48109, USA
| | - Lora M. Cope
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Road, Ann Arbor, MI 48109, USA
| | - Meghan E. Martz
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Road, Ann Arbor, MI 48109, USA
| | - Robert A. Zucker
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Road, Ann Arbor, MI 48109, USA
| | - Mary M. Heitzeg
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Road, Ann Arbor, MI 48109, USA
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171
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Hendrikse CJ, du Plessis S, Luckhoff HK, Vink M, van den Heuvel LL, Scheffler F, Phahladira L, Smit R, Asmal L, Seedat S, Emsley R. Childhood trauma exposure and reward processing in healthy adults: A functional neuroimaging study. J Neurosci Res 2022; 100:1452-1462. [PMID: 35434795 PMCID: PMC9546243 DOI: 10.1002/jnr.25051] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 02/15/2022] [Accepted: 03/22/2022] [Indexed: 11/16/2022]
Abstract
The association between childhood trauma exposure and risk of developing psychopathology may in part be mediated by the effects of chronic stress on dopaminergic neurotransmission. However, little is known about the differential effects of distinct trauma types on reward processing, particularly in adults without concurrent medical or psychiatric disorders. We examined the association of childhood trauma exposure, including the differential effects of abuse and neglect, with reward processing in healthy adults (n = 114). Functional magnetic resonance imaging during a monetary incentive delay task was used to assess neural activity in the ventral striatum and orbitofrontal cortex in relation to reward anticipation and reward outcome, respectively. Exposure to childhood trauma, including abuse and neglect, was assessed using the Childhood Trauma Questionnaire-Short Form. We found a significant effect for abuse on ventral striatal activation during reward anticipation, adjusting for age, sex, scanner site, educational level, and household monthly income. There were no effects for abuse or neglect, independently or combined, on orbitofrontal cortex activation during reward outcome. Our findings suggest differential effects of childhood abuse on ventral striatum activation during reward anticipation in healthy adults.
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Affiliation(s)
| | - Stéfan du Plessis
- Department of PsychiatryStellenbosch UniversityCape TownSouth Africa
- Genomics of Brain Disorders Research UnitSouth African Medical Research Council / Stellenbosch UniversityCape TownSouth Africa
| | | | - Matthijs Vink
- Departments of Experimental and Developmental PsychologyUtrecht UniversityUtrechtNetherlands
| | - Leigh Luella van den Heuvel
- Department of PsychiatryStellenbosch UniversityCape TownSouth Africa
- Genomics of Brain Disorders Research UnitSouth African Medical Research Council / Stellenbosch UniversityCape TownSouth Africa
| | - Freda Scheffler
- Department of PsychiatryStellenbosch UniversityCape TownSouth Africa
| | | | - Retha Smit
- Department of PsychiatryStellenbosch UniversityCape TownSouth Africa
| | - Laila Asmal
- Department of PsychiatryStellenbosch UniversityCape TownSouth Africa
| | - Soraya Seedat
- Department of PsychiatryStellenbosch UniversityCape TownSouth Africa
- Genomics of Brain Disorders Research UnitSouth African Medical Research Council / Stellenbosch UniversityCape TownSouth Africa
| | - Robin Emsley
- Department of PsychiatryStellenbosch UniversityCape TownSouth Africa
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172
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Reward enhances connectivity between the ventral striatum and the default mode network. Neuroimage 2022; 258:119398. [PMID: 35724856 PMCID: PMC9343171 DOI: 10.1016/j.neuroimage.2022.119398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 05/23/2022] [Accepted: 06/16/2022] [Indexed: 11/24/2022] Open
Abstract
The default mode network (DMN) has been theorized to participate in a range of social, cognitive, and affective functions. Yet, previous accounts do not consider how the DMN contributes to other brain regions depending on psychological context, thus rendering our understanding of DMN function incomplete. We addressed this gap by applying a novel network-based psychophysiological interaction (nPPI) analysis to the reward task within the Human Connectome Project. We first focused on the task-evoked responses of the DMN and other networks involving the prefrontal cortex, including the executive control network (salience network) and the left and right frontoparietal networks. Consistent with a host of prior studies, the DMN exhibited a relative decrease in activation during the task, while the other networks exhibited a relative increase during the task. Next, we used nPPI analyses to assess whether these networks exhibit task-dependent changes in connectivity with other brain regions. Strikingly, we found that the experience of reward enhances task-dependent connectivity between the DMN and the ventral striatum, an effect that was specific to the DMN. Surprisingly, the strength of DMN-VS connectivity was correlated with personality characteristics relating to openness. Taken together, these results advance models of DMN by demonstrating how it contributes to other brain systems during task performance and how those contributions relate to individual differences.
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173
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Pitliya RJ, Nelson BD, Hajcak G, Jin J. Drift-Diffusion Model Reveals Impaired Reward-Based Perceptual Decision-Making Processes Associated with Depression in Late Childhood and Early Adolescent Girls. Res Child Adolesc Psychopathol 2022; 50:1515-1528. [PMID: 35678933 DOI: 10.1007/s10802-022-00936-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/11/2022] [Indexed: 11/30/2022]
Abstract
Adolescent girls are a high-risk stratum for the emergence of depression. Previous research has established that depression is associated with blunted responses to rewards. Research using Drift Diffusion Model (DDM) has found that deficits in accumulating reward-based evidence characterize adult depression. However, little is known about how reduced reward sensitivity is reflected in the computational processes involved in reward-based decision-making in late childhood and early adolescent depression.One hundred and sixty-six 8- to 14-year-old girls completed a probabilistic reward-based decision-making task. Participants were instructed to identify which one of two similar visual stimuli were presented, and correct responses were rewarded with unequal probabilities. Analysis using hierarchical DDM quantified rate of evidence accumulation (i.e., drift rate) and starting point. Depression severity was measured using the Children's Depression Inventory.Across all participants, there was a higher drift rate, indicating faster evidence accumulation, for the more frequently rewarded than the less frequently rewarded decision. In addition, the starting point of the evidence accumulation was closer to the more frequently rewarded decision, indicating a starting point bias. Higher depression severity was associated with a slower drift rate for both types of decisions. Higher depression severity was associated with a smaller starting point bias towards the more frequently rewarded decision.The current study uses computational modeling to reveal that late childhood and early adolescent girls with greater depression demonstrate impairments in the reward-related evidence accumulation process.
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Affiliation(s)
- Riddhi J Pitliya
- Department of Psychology, The University of Hong Kong, Hong Kong SAR, China
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Brady D Nelson
- Department of Psychology, Stony Brook University, Stony Brook, United States
| | - Greg Hajcak
- Department of Psychology, Florida State University, Tallahassee, United States
| | - Jingwen Jin
- Department of Psychology, The University of Hong Kong, Hong Kong SAR, China.
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China.
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174
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Mistarz N, Andersen K, Nielsen AS, Goudriaan AE, Michel TM, Skøt L, Anhøj SJ, Mellentin AI. Pharmacological compounds targeting emotional cognition in alcohol use disorder: A systematic review. Prog Neuropsychopharmacol Biol Psychiatry 2022; 116:110535. [PMID: 35182608 DOI: 10.1016/j.pnpbp.2022.110535] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 01/28/2022] [Accepted: 02/10/2022] [Indexed: 01/15/2023]
Abstract
Non-emotional (e.g., executive functions) and emotional cognitive (e.g., facial emotion recognition) impairments are a well-known aspect of alcohol use disorder (AUD). These deficits may impede on treatment outcomes, increase the risk of relapse, and lead to socio-occupational disabilities. Previous systematic reviews have examined the effectiveness of cognitive enhancing pharmacological agents (CEPAs) targeting non-emotional, but not emotional, cognition in AUD. Our aim was to systematically review the effectiveness of CEPAs targeting emotional cognition in subclinical and clinical AUD populations. A qualitative synthesis of controlled trials was conducted, and the studies were assessed for risk of bias. Eight studies were eligible (15 ≤ ns ≤ 143), and they all had a moderate risk of bias. Modafinil and nalmefene were the most examined agents, with the findings suggesting a potential beneficial effect of the agents on implicit emotional domains (i.e., reward processing). Methodological shortcomings and heterogeneous findings across the studies do not allow inferences about the effectiveness of these compounds in AUD. Future studies should examine CEPAs targeting emotional cognition in more detail.
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Affiliation(s)
- Nicolaj Mistarz
- Unit for Psychiatric Research, Department of Clinical Research, University of Southern Denmark, Odense C, Denmark.
| | - Kjeld Andersen
- Unit for Psychiatric Research, Department of Clinical Research, University of Southern Denmark, Odense C, Denmark
| | - Anette Søgaard Nielsen
- Unit for Psychiatric Research, Department of Clinical Research, University of Southern Denmark, Odense C, Denmark
| | - Anneke E Goudriaan
- Amsterdam University Medical Centre, Department of Psychiatry, University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Institute for Addiction Research, Department of Research, Arkin, Amsterdam, the Netherlands
| | - Tanja Maria Michel
- Unit for Psychiatric Research, Department of Clinical Research, University of Southern Denmark, Odense C, Denmark
| | - Lotte Skøt
- Unit for Psychiatric Research, Department of Clinical Research, University of Southern Denmark, Odense C, Denmark
| | - Simon Jesper Anhøj
- Unit for Psychiatric Research, Department of Clinical Research, University of Southern Denmark, Odense C, Denmark
| | - Angelina Isabella Mellentin
- Unit for Psychiatric Research, Department of Clinical Research, University of Southern Denmark, Odense C, Denmark; Brain Research-Inter-Disciplinary Guided Excellence (BRIDGE), Department of Clinical Research, University of Southern Denmark, Odense C, Denmark
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175
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Baker AK, Ericksen LC, Koppelmans V, Mickey BJ, Martucci KT, Zubieta JK, Love TM. Altered Reward Processing and Sex Differences in Chronic Pain. Front Neurosci 2022; 16:889849. [PMID: 35747210 PMCID: PMC9211769 DOI: 10.3389/fnins.2022.889849] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 05/09/2022] [Indexed: 11/13/2022] Open
Abstract
Chronic pain and reward processing are understood to be reciprocally related to one another. Previous studies of reward processing in chronic pain patients have reported incongruent findings. While several factors likely contribute to these disparate findings, these previous studies did not stratify their analyses by sex-a factor previously shown to robustly impact reward-related responses. Thus, we examined sex as a factor of interest in level of striatal activation during anticipation of monetary incentives among patients with chronic non-specific back pain and healthy controls (HC). This study utilized functional magnetic resonance imaging during a monetary incentive delay task to evaluate reward and loss responsivity in the striatum among males and females with and without chronic pain (N = 90). Group, sex, and group-by-sex interactions were analyzed via repeated measures analysis of variance. Among HC, males exhibited significantly greater blood oxygen level dependent (BOLD) signal in the striatum during reward anticipation, particularly during large reward trials. By contrast, no significant sex differences were observed among patients. A significant group-by-sex interaction was also observed, revealing diminished BOLD responses among males with chronic pain relative to control males. These results provide novel evidence of sex-specific reductions in anticipatory responses to reward in patients with chronic pain. Altered striatal reward responsivity among males, but not females, suggests that the reward systems of males and females are uniquely disrupted by chronic pain, and highlights the value of including sex as a factor of interest in future studies of reward responsivity in the context of persistent pain.
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Affiliation(s)
- Anne K. Baker
- Department of Psychiatry, Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, United States
- Center for Translational Pain Medicine, Duke University Medical Center, Durham, NC, United States
| | - Lauren C. Ericksen
- Department of Psychiatry, Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
| | - Vincent Koppelmans
- Department of Psychiatry, Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
| | - Brian J. Mickey
- Department of Psychiatry, Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Katherine T. Martucci
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, United States
- Center for Translational Pain Medicine, Duke University Medical Center, Durham, NC, United States
| | - Jon-Kar Zubieta
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, Northwell Health, John T. Mather Memorial Hospital, Port Jefferson, NY, United States
| | - Tiffany M. Love
- Department of Psychiatry, Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
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176
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Liu T, Wang D, Wang C, Xiao T, Shi J. The influence of reward anticipation on conflict control in children and adolescents: Evidences from hierarchical drift-diffusion model and event-related potentials. Dev Cogn Neurosci 2022; 55:101118. [PMID: 35653919 PMCID: PMC9163699 DOI: 10.1016/j.dcn.2022.101118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 04/14/2022] [Accepted: 05/20/2022] [Indexed: 11/03/2022] Open
Abstract
Reward is deemed a performance reinforcer. The current study investigated how social and monetary reward anticipation affected cognitive control in 39 children, 40 adolescents, and 40 adults. We found that cognitive control performance improved with age in a Simon task, and the reaction time (RT) was modulated by the reward magnitude. The conflict monitoring process (target N2 amplitudes) of adolescents and the attentional control processes (target P3 amplitudes) of adolescents and adults could be adjusted by reward magnitude, suggesting that adolescents were more sensitive to rewards compared to children. Reward magnitudes influenced the neural process of attentional control with larger P3 in congruent trails than that in incongruent trials only in low reward condition. The result of hierarchical drift-diffusion model indicated that children had slower drift rates, higher decision threshold, and longer non-decision time than adolescents and adults. Adolescents had faster drift rates in monetary task than in social task under the high reward condition, and they had faster drift rates under high reward condition than no reward condition only in the monetary task. The correlation analysis further showed that adults' non-decision time and decision threshold correlated with conflict monitoring process (N2 responses) and attentional control process on conflicts (P3 responses). Adolescents' drift rates associated with neural process of attentional control. The current study reveals that reward magnitude and reward type can modulate cognitive control process, especially in adolescents.
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Affiliation(s)
- Tongran Liu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
| | - Di Wang
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Chenglong Wang
- School of Computer Science and Engineering, Northeastern University, Shenyang, China
| | - Tong Xiao
- School of Computer Science and Engineering, Northeastern University, Shenyang, China
| | - Jiannong Shi
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China; Department of Learning and Philosophy, Aalborg University, Denmark
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177
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Opitz L, Wagner F, Rogenz J, Maas J, Schmidt A, Brodoehl S, Klingner CM. Still Wanting to Win: Reward System Stability in Healthy Aging. Front Aging Neurosci 2022; 14:863580. [PMID: 35707701 PMCID: PMC9190761 DOI: 10.3389/fnagi.2022.863580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 04/14/2022] [Indexed: 11/13/2022] Open
Abstract
Healthy aging is accompanied by multi-faceted changes. Especially within the brain, healthy aging exerts substantial impetus on core parts of cognitive and motivational networks. Rewards comprise basic needs, such as food, sleep, and social contact. Thus, a functionally intact reward system remains indispensable for elderly people to cope with everyday life and adapt to their changing environment. Research shows that reward system function is better preserved in the elderly than most cognitive functions. To investigate the compensatory mechanisms providing reward system stability in aging, we employed a well-established reward paradigm (Monetary Incentive Delay Task) in groups of young and old participants while undergoing EEG measurement. As a new approach, we applied EEG connectivity analyses to assess cortical reward-related network connectivity. At the behavioral level, our results confirm that the function of the reward system is preserved in old age. The mechanisms identified for maintaining reward system function in old age do not fit into previously described models of cognitive aging. Overall, older adults exhibit lower reward-related connectivity modulation, higher reliance on posterior and right-lateralized brain areas than younger adults, and connectivity modulation in the opposite direction than younger adults, with usually greater connectivity during non-reward compared to reward conditions. We believe that the reward system has unique compensatory mechanisms distinct from other cognitive functions, probably due to its etymologically very early origin. In summary, this study provides important new insights into cortical reward network connectivity in healthy aging.
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Affiliation(s)
- Laura Opitz
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
- Biomagnetic Center, Jena University Hospital, Jena, Germany
| | - Franziska Wagner
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
- Biomagnetic Center, Jena University Hospital, Jena, Germany
- Clinician Scientist Program OrganAge, Jena University Hospital, Jena, Germany
- *Correspondence: Franziska Wagner,
| | - Jenny Rogenz
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
- Biomagnetic Center, Jena University Hospital, Jena, Germany
| | - Johanna Maas
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
- Biomagnetic Center, Jena University Hospital, Jena, Germany
| | - Alexander Schmidt
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
- Biomagnetic Center, Jena University Hospital, Jena, Germany
| | - Stefan Brodoehl
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
- Biomagnetic Center, Jena University Hospital, Jena, Germany
| | - Carsten M. Klingner
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
- Biomagnetic Center, Jena University Hospital, Jena, Germany
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178
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Liberg B, Görts-Öberg K, Jokinen J, Savard J, Dhejne C, Arver S, Fuss J, Ingvar M, Abé C. Neural and behavioral correlates of sexual stimuli anticipation point to addiction-like mechanisms in compulsive sexual behavior disorder. J Behav Addict 2022; 11:520-532. [PMID: 35895609 PMCID: PMC9295238 DOI: 10.1556/2006.2022.00035] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 03/25/2022] [Accepted: 04/21/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND AND AIMS Compulsive sexual behavior disorder (CSBD) is characterized by persistent patterns of failure to control sexual impulses resulting in repetitive sexual behavior, pursued despite adverse consequences. Despite previous indications of addiction-like mechanisms and the recent impulse-control disorder classification in the International Classification of Diseases (ICD-11), the neurobiological processes underlying CSBD are unknown. METHODS We designed and applied a behavioral paradigm aimed at disentangling processes related to anticipation and viewing of erotic stimuli. In 22 male CSBD patients (age: M = 38.7, SD = 11.7) and 20 healthy male controls (HC, age: M = 37.6, SD = 8.5), we measured behavioral responses and neural activity during functional magnetic resonance imaging (fMRI). The main outcomes were response time differences between erotic and non-erotic trials and ventral striatum (VS) activity during anticipation of visual stimuli. We related these outcomes with each other, to CSBD diagnosis, and symptom severity. RESULTS We found robust case-control differences on behavioral level, where CSBD patients showed larger response time differences between erotic and non-erotic trials than HC. The task induced reliable main activations within each group. While we did not observe significant group differences in VS activity, VS activity during anticipation correlated with response time differences and self-ratings for anticipation of erotic stimuli. DISCUSSION AND CONCLUSIONS Our results support the validity and applicability of the developed task and suggest that CSBD is associated with altered behavioral correlates of anticipation, which were associated with ventral striatum activity during anticipation of erotic stimuli. This supports the idea that addiction-like mechanisms play a role in CSBD.
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Affiliation(s)
- Benny Liberg
- Department of Clinical Neuroscience, Osher Center, Karolinska Institutet, Stockholm, Sweden
| | - Katarina Görts-Öberg
- ANOVA Clinic, Karolinska University Hospital, Stockholm, Sweden,Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Jussi Jokinen
- Department of Clinical Sciences/Psychiatry, Umeå University, Umeå, Sweden,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Josephine Savard
- ANOVA Clinic, Karolinska University Hospital, Stockholm, Sweden,Department of Clinical Sciences/Psychiatry, Umeå University, Umeå, Sweden
| | - Cecilia Dhejne
- ANOVA Clinic, Karolinska University Hospital, Stockholm, Sweden,Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Stefan Arver
- ANOVA Clinic, Karolinska University Hospital, Stockholm, Sweden,Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Johannes Fuss
- Institute of Forensic Psychiatry and Sex Research, Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany
| | - Martin Ingvar
- Department of Clinical Neuroscience, Osher Center, Karolinska Institutet, Stockholm, Sweden
| | - Christoph Abé
- Department of Clinical Neuroscience, Osher Center, Karolinska Institutet, Stockholm, Sweden,Quantify Research, Stockholm, Sweden,Corresponding author. Tel.: +468 52483265. E-mail:
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179
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Xu M, Zhang J, Li Z. Social exclusion modulates neural dynamics of monetary and social reward processing in young adult females. Biol Psychol 2022; 171:108344. [PMID: 35523363 DOI: 10.1016/j.biopsycho.2022.108344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 04/17/2022] [Accepted: 04/29/2022] [Indexed: 11/28/2022]
Abstract
Evidence suggests that social exclusion increases one's sensitivity to monetary and social rewards. However, whether and how social exclusion modulates the neural dynamics of reward processing remains unknown. The current study aimed to address this gap by systematically investigating the differential influences of social exclusion on various stages of monetary and social reward processing. Forty-five female participants were recruited, and the Cyberball game was used to manipulate social exclusion. To disentangle the anticipatory and consummatory stages of monetary and social reward processing, we recorded event-related potentials during two incentive delay tasks, one with a monetary reward and one with a social reward. The results showed that during the anticipatory stage, a larger contingent negative variation was observed for the exclusion group than for the inclusion group, regardless of reward type. During the consummatory stage, although the reward-related positivity was larger in the exclusion group than in the inclusion group, this difference was only observed for the social, and not monetary, reward feedback. These findings advance our understanding of the relationship between social exclusion and reward processing and suggest that while social exclusion might exert comparable enhancement effect for monetary and social reward processing during the anticipatory stage, it exerts a specific enhancement effect for social reward processing during the consummatory stage.
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Affiliation(s)
- Mengsi Xu
- School of Psychology, Shaanxi Normal University, Xi'an, China; Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Xi'an, China.
| | - Junhua Zhang
- College of Eastern Languages and Cultures, Sichuan International Studies University, Chongqing, China
| | - Zhiai Li
- Department of Applied Psychology, College of Public Administration, Guangdong University of Foreign Studies, Guangzhou, China
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180
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Schultz H, Sommer T, Peters J. Category-sensitive incidental reinstatement in medial temporal lobe subregions during word recognition. Learn Mem 2022; 29:126-135. [PMID: 35428729 PMCID: PMC9053111 DOI: 10.1101/lm.053553.121] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Accepted: 03/29/2022] [Indexed: 11/25/2022]
Abstract
During associative retrieval, the brain reinstates neural representations that were present during encoding. The human medial temporal lobe (MTL), with its subregions hippocampus (HC), perirhinal cortex (PRC), and parahippocampal cortex (PHC), plays a central role in neural reinstatement. Previous studies have given compelling evidence for reinstatement in the MTL during explicitly instructed associative retrieval. High-confident recognition may be similarly accompanied by recollection of associated information from the encoding context. It is unclear, however, whether high-confident recognition memory elicits reinstatement in the MTL even in the absence of an explicit instruction to retrieve associated information. Here, we addressed this open question using high-resolution fMRI. Twenty-eight male and female human volunteers engaged in a recognition memory task for words that they had previously encoded together with faces and scenes. Using complementary univariate and multivariate approaches, we show that MTL subregions including the PRC, PHC, and HC differentially reinstate category-sensitive representations during high-confident word recognition, even though no explicit instruction to retrieve the associated category was given. This constitutes novel evidence that high-confident recognition memory is accompanied by incidental reinstatement of associated category information in MTL subregions, and supports a functional model of the MTL that emphasizes content-sensitive representations during both encoding and retrieval.
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Affiliation(s)
- Heidrun Schultz
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany.,Max Planck Institute for Human Cognitive and Brain Sciences, 04103 Leipzig, Germany
| | - Tobias Sommer
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Jan Peters
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany.,Department of Psychology, Biological Psychology, University of Cologne, 50969 Cologne, Germany
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181
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Komarnyckyj M, Retzler C, Cao Z, Ganis G, Murphy A, Whelan R, Fouragnan EF. At-risk alcohol users have disrupted valence discrimination during reward anticipation. Addict Biol 2022; 27:e13174. [PMID: 35470555 PMCID: PMC9286798 DOI: 10.1111/adb.13174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 03/16/2022] [Accepted: 03/18/2022] [Indexed: 11/29/2022]
Abstract
Alcohol use disorder is characterised by disrupted reward learning, underpinned by dysfunctional cortico-striatal reward pathways, although relatively little is known about the biology of reward processing in populations who engage in risky alcohol use. Cues that trigger reward anticipation can be categorized according to their learnt valence (i.e., positive vs. negative outcomes) and motivational salience (i.e., incentive vs. neutral cues). Separating EEG signals associated with these dimensions is challenging because of their inherent collinearity, but the recent application of machine learning methods to single EEG trials affords a solution. Here, the Alcohol Use Disorders Identification Test (AUDIT) was used to quantify risky alcohol use, with participants split into high alcohol (HA) (n = 22, mean AUDIT score: 13.82) and low alcohol (LA) (n = 22, mean AUDIT score: 5.77) groups. We applied machine learning multivariate single-trial classification to the electroencephalography (EEG) data collected during reward anticipation. The LA group demonstrated significant valence discrimination in the early stages of reward anticipation within the cue-P3 time window (400-550 ms), whereas the HA group was insensitive to valence within this time window. Notably, the LA, but not the HA group demonstrated a relationship between single-trial variability in the early valence component and reaction times for gain and loss trials. This study evidences disrupted hypoactive valence sensitivity in the HA group, revealing potential neurophysiological markers for risky drinking behaviours which place individuals at-risk of adverse health events.
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Affiliation(s)
- Mica Komarnyckyj
- Centre for Cognition and Neuroscience University of Huddersfield Huddersfield UK
| | - Chris Retzler
- Centre for Cognition and Neuroscience University of Huddersfield Huddersfield UK
| | - Zhipeng Cao
- School of Psychology Trinity College Dublin Dublin Ireland
- Department of Psychiatry University of Vermont College of Medicine Burlington Vermont USA
| | - Giorgio Ganis
- School of Psychology University of Plymouth Plymouth UK
- Brain Research Imaging Centre, Faculty of Health University of Plymouth Plymouth UK
| | - Anna Murphy
- Centre for Cognition and Neuroscience University of Huddersfield Huddersfield UK
| | - Robert Whelan
- School of Psychology Trinity College Dublin Dublin Ireland
| | - Elsa Florence Fouragnan
- School of Psychology University of Plymouth Plymouth UK
- Brain Research Imaging Centre, Faculty of Health University of Plymouth Plymouth UK
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182
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Associations between different facets of anhedonia and neural response to monetary, social, and food reward in emerging adults. Biol Psychol 2022; 172:108363. [DOI: 10.1016/j.biopsycho.2022.108363] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 05/19/2022] [Accepted: 05/24/2022] [Indexed: 02/02/2023]
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183
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Cioffredi LA, Anderson H, Loso H, East J, Nguyen P, Garavan H, Potter A. Prenatal cannabis exposure predicts attention problems, without changes on fMRI in adolescents. Neurotoxicol Teratol 2022; 91:107089. [PMID: 35314358 PMCID: PMC9136933 DOI: 10.1016/j.ntt.2022.107089] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 03/12/2022] [Accepted: 03/15/2022] [Indexed: 11/24/2022]
Abstract
OBJECTIVES We hypothesized that prenatal cannabis exposure (PCE) would be associated with increased attention problems and altered neurocognition in young adolescents. METHODS Data were obtained from the Adolescent Brain Cognitive Development (ABCD study®), a cohort of approximately 12,000 children. Presence or absence of PCE after knowledge of pregnancy was measured by caregiver report. All participants with PCE (N = 224) were included and compared to two control groups; those matched on tobacco and alcohol exposure and those without prenatal tobacco or alcohol exposures. Outcomes were measured with the ABCD baseline assessment when participants were 9-10 years old and included attention, internalizing, externalizing and total problems scales on the Child Behavior Checklist (CBCL). Teacher reports were used when available. Mixed effects modeling assessed the association between PCE and outcomes controlling for parental psychopathology, prematurity and socioeconomic status. For participants with available data, patterns of brain activity during three fMRI tasks (the Stop Signal Task measuring response inhibition, the Monetary Incentive Delay (MID) task measuring reward processing and the EN-Back task measuring working memory) were analyzed using Permutation Analyses of the Linear Model. RESULTS Compared to both control groups, participants with PCE had significantly higher attention problems, externalizing, and total problem scores. PCE did not impact cognitive performance or patterns of brain activation during fMRI tasks. CONCLUSIONS There are long-term associations between PCE and early adolescent attention and behavioral problems. These are not reflected in cognitive performance or task fMRI measures, a finding that is consistent with reports that fewer than half of children with ADHD have any specific cognitive deficit (Nigg et al., 2005; Willcutt et al., 2005). The young age of the sample may also relate to this finding and future investigation of neurodevelopmental trajectories of youth with PCE is warranted.
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Affiliation(s)
- Leigh-Anne Cioffredi
- Larner College of Medicine at the University of Vermont, Department of Pediatrics, USA.
| | - Hillary Anderson
- Larner College of Medicine at the University of Vermont, Department of Pediatrics, USA
| | - Hannah Loso
- Larner College of Medicine at the University of Vermont, Department of Psychiatry, USA
| | - James East
- Larner College of Medicine at the University of Vermont, Department of Radiology, USA
| | - Philip Nguyen
- Larner College of Medicine at the University of Vermont, Department of Psychiatry, USA
| | - Hugh Garavan
- Larner College of Medicine at the University of Vermont, Department of Psychiatry, USA
| | - Alexandra Potter
- Larner College of Medicine at the University of Vermont, Department of Psychiatry, USA
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184
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Ventorp F, Lindahl J, van Westen D, Jensen J, Björkstrand J, Lindqvist D. Preliminary Evidence of Efficacy and Target Engagement of Pramipexole in Anhedonic Depression. PSYCHIATRIC RESEARCH AND CLINICAL PRACTICE 2022; 4:42-47. [PMID: 36225720 PMCID: PMC9534553 DOI: 10.1176/appi.prcp.20210042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 02/18/2022] [Accepted: 03/31/2022] [Indexed: 12/01/2022] Open
Abstract
Objective To investigate feasibility and target engagement of high‐dose, add‐on pramipexole treatment in anhedonic depression. Method In this open‐label pilot study, we included 12 patients with unipolar or bipolar, moderate‐to‐severe depression and with significant anhedonia symptoms. All patients were on a stable dose of one or a combination of antidepressants and/or mood stabilizers and received 10 weeks of adjunctive pramipexole titrated to a maximum dose of 4.5 mg salt/day. All patients were rated with the Dimensional Anhedonia Rating Scale (DARS), the Montgomery Åsberg Depression Rating (MADRS) and the Snaith Hamilton Pleasure Scale (SHAPS). Serum high‐sensitivity C‐reactive protein (hs‐CRP) was analyzed pre‐ and post‐treatment. Eight patients underwent fMRI pre‐ and post‐treatment and a simplified version of the monetary incentive delay task was used to investigate the effect of treatment on striatal activity during reward anticipation. Results DARS, MADRS and SHAPS scores all improved significantly over 10 weeks of pramipexole treatment (p<0.01). Mean levels of hs‐CRP decreased significantly over the course of treatment from mean 3.8 mg/L at baseline to 2.6 mg/L at endpoint (p<0.01). There were significant treatment‐associated increases in reward related activity in several brain areas including the right lateral putamen, anterior left caudate, left posterior putamen, right dorsal caudate, left anterior putamen, and the right nucleus accumbens. Conclusions This is the first study to suggest efficacy and target engagement of pramipexole in anhedonic depression. Larger randomized controlled trials are needed to confirm or refute these preliminary findings. In this open‐label pilot study, high dose, add‐on pramipexole was a feasible and well‐tolerated treatment for anhedonic depression Serum high sensitivity C‐reactive protein decreased over the treatment course Add‐on pramipexole was associated with increased activity in the ventral striatum
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Affiliation(s)
- Filip Ventorp
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden (F. Ventorp, J. Lindahl, D. Lindqvist); Office for Psychiatry and Habilitation, Psychiatric Clinic Lund, Lund, Sweden (F. Ventorp, J. Lindahl); Department of Clinical Sciences Lund, Diagnostic Radiology, Faculty of Medicine, Lund University, Lund, Sweden (D. van Westen); Image and Function, Skåne University Hospital, Lund, Sweden (D. van Westen); Centre for Psychology, Kristianstad University,
| | - Jesper Lindahl
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden (F. Ventorp, J. Lindahl, D. Lindqvist); Office for Psychiatry and Habilitation, Psychiatric Clinic Lund, Lund, Sweden (F. Ventorp, J. Lindahl); Department of Clinical Sciences Lund, Diagnostic Radiology, Faculty of Medicine, Lund University, Lund, Sweden (D. van Westen); Image and Function, Skåne University Hospital, Lund, Sweden (D. van Westen); Centre for Psychology, Kristianstad University,
| | - Danielle van Westen
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden (F. Ventorp, J. Lindahl, D. Lindqvist); Office for Psychiatry and Habilitation, Psychiatric Clinic Lund, Lund, Sweden (F. Ventorp, J. Lindahl); Department of Clinical Sciences Lund, Diagnostic Radiology, Faculty of Medicine, Lund University, Lund, Sweden (D. van Westen); Image and Function, Skåne University Hospital, Lund, Sweden (D. van Westen); Centre for Psychology, Kristianstad University,
| | - Jimmy Jensen
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden (F. Ventorp, J. Lindahl, D. Lindqvist); Office for Psychiatry and Habilitation, Psychiatric Clinic Lund, Lund, Sweden (F. Ventorp, J. Lindahl); Department of Clinical Sciences Lund, Diagnostic Radiology, Faculty of Medicine, Lund University, Lund, Sweden (D. van Westen); Image and Function, Skåne University Hospital, Lund, Sweden (D. van Westen); Centre for Psychology, Kristianstad University,
| | - Johannes Björkstrand
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden (F. Ventorp, J. Lindahl, D. Lindqvist); Office for Psychiatry and Habilitation, Psychiatric Clinic Lund, Lund, Sweden (F. Ventorp, J. Lindahl); Department of Clinical Sciences Lund, Diagnostic Radiology, Faculty of Medicine, Lund University, Lund, Sweden (D. van Westen); Image and Function, Skåne University Hospital, Lund, Sweden (D. van Westen); Centre for Psychology, Kristianstad University,
| | - Daniel Lindqvist
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden (F. Ventorp, J. Lindahl, D. Lindqvist); Office for Psychiatry and Habilitation, Psychiatric Clinic Lund, Lund, Sweden (F. Ventorp, J. Lindahl); Department of Clinical Sciences Lund, Diagnostic Radiology, Faculty of Medicine, Lund University, Lund, Sweden (D. van Westen); Image and Function, Skåne University Hospital, Lund, Sweden (D. van Westen); Centre for Psychology, Kristianstad University,
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185
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Hug F, Degen T, Meurs P, Fischmann T. Psychoanalytical Considerations of Emotion Regulation Disorders in Multiple Complex-Traumatized Children—A Study Protocol of the Prospective Study MuKi. Front Hum Neurosci 2022; 16:809616. [PMID: 35558734 PMCID: PMC9086829 DOI: 10.3389/fnhum.2022.809616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 03/22/2022] [Indexed: 12/02/2022] Open
Abstract
Studies in adults with mental disorders suggest that the experience of early and chronic trauma is associated with changes in reward expectancy and processing. In addition, severe childhood trauma has been shown to contribute to the development of mental disorders in general. Data on effects of early childhood trauma on reward expectancy and processing in middle childhood currently appear insufficient. The present study aims to fill this research gap by examining the effects of developmental trauma disorder (DTD) on reward expectancy and processing in children aged 8–12 years, testing the hypothesis that children with multiple complex traumas exhibit altered reward processing as a result of prior disappointing reward experiences. One main feature of developmental trauma disorder is early experiences of multiple separation from important and close relationships alongside other experiences of emotional or physical harm. In the sequel children often show affect regulation disorders. To investigate this, we have developed an adapted version of the Monetary Incentive Delay (MID) Task, which examines children’s expectation of reward or frustration. In this first study, behavioral data will be collected from N = 40 children (n = 20 experimental group and n = 20 healthy controls) using this adapted version of the MID Task. Children in the experimental group will be recruited from youth welfare centers in Frankfurt a.M., Germany. Healthy control subjects will be recruited from after-school-care facilities. A brief trauma screening will be conducted for both groups, experimental and control. If children show signs of trauma, the presence of a developmental trauma disorder will be further delineated by a German translation of the Developmental Trauma Disorder Structured Interview for Children (DTDSI-C) which was translated the first time in German by our research group. We hypothesize that children in the experimental group will be less accurate in performing the Monetary Incentive Delay Task because of their impaired emotion regulation skills due to emotional avoidance following developmental trauma. If the results of our initial behavioral study are promising, the MID task will be used in a future study to elucidate the relationship between trauma developmental disorder, reward expectancy and processing, and neurobiological processes in middle childhood.
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Affiliation(s)
| | - Tom Degen
- Sigmund-Freud-Insitut, Frankfurt, Germany
| | - Patrick Meurs
- Sigmund-Freud-Insitut, Frankfurt, Germany
- Clinical Psychology, Faculteit Psychologie en Pedagogische Wetenschappen, KU Leuven, Leuven, Belgium
| | - Tamara Fischmann
- Sigmund-Freud-Insitut, Frankfurt, Germany
- Neuropsychoanalyse, Klinische Psychologie, Psychotherapie und Psychoanalyse, Internationale Psychoanalytische Universität, Berlin, Germany
- *Correspondence: Tamara Fischmann,
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186
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Rapuano KM, Conley MI, Juliano AC, Conan GM, Maza MT, Woodman K, Martinez SA, Earl E, Perrone A, Feczko E, Fair DA, Watts R, Casey BJ, Rosenberg MD. An open-access accelerated adult equivalent of the ABCD Study neuroimaging dataset (a-ABCD). Neuroimage 2022; 255:119215. [PMID: 35436615 DOI: 10.1016/j.neuroimage.2022.119215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 03/14/2022] [Accepted: 04/13/2022] [Indexed: 11/19/2022] Open
Abstract
As public access to longitudinal developmental datasets like the Adolescent Brain Cognitive Development StudySM (ABCD Study®) increases, so too does the need for resources to benchmark time-dependent effects. Scan-to-scan changes observed with repeated imaging may reflect development but may also reflect practice effects, day-to-day variability in psychological states, and/or measurement noise. Resources that allow disentangling these time-dependent effects will be useful in quantifying actual developmental change. We present an accelerated adult equivalent of the ABCD Study dataset (a-ABCD) using an identical imaging protocol to acquire magnetic resonance imaging (MRI) structural, diffusion-weighted, resting-state and task-based data from eight adults scanned five times over five weeks. We report on the task-based imaging data (n = 7). In-scanner stop-signal (SST), monetary incentive delay (MID), and emotional n-back (EN-back) task behavioral performance did not change across sessions. Post-scan recognition memory for emotional n-back stimuli, however, did improve as participants became more familiar with the stimuli. Functional MRI analyses revealed that patterns of task-based activation reflecting inhibitory control in the SST, reward success in the MID task, and working memory in the EN-back task were more similar within individuals across repeated scan sessions than between individuals. Within-subject, activity was more consistent across sessions during the EN-back task than in the SST and MID task, demonstrating differences in fMRI data reliability as a function of task. The a-ABCD dataset provides a unique testbed for characterizing the reliability of brain function, structure, and behavior across imaging modalities in adulthood and benchmarking neurodevelopmental change observed in the open-access ABCD Study.
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Affiliation(s)
| | | | | | - Gregory M Conan
- Masonic Institute for the Developing Brain, University of Minnesota Medical School
| | - Maria T Maza
- Department of Psychology, Yale University; Department of Psychology, University of North Carolina, Chapel Hill
| | - Kylie Woodman
- Department of Psychology, Yale University; Department of Communication, University of California, Santa Barbara
| | - Steven A Martinez
- Department of Psychology, Yale University; Department of Psychology, Temple University
| | - Eric Earl
- Department of Psychiatry, Oregon Health and Science University
| | - Anders Perrone
- Department of Psychiatry, Oregon Health and Science University; Masonic Institute for the Developing Brain, University of Minnesota Medical School
| | - Eric Feczko
- Masonic Institute for the Developing Brain, University of Minnesota Medical School; Department of Pediatrics, University of Minnesota Medical School
| | - Damien A Fair
- Masonic Institute for the Developing Brain, University of Minnesota Medical School
| | | | - B J Casey
- Department of Psychology, Yale University.
| | - Monica D Rosenberg
- Department of Psychology, Yale University; Department of Psychology, University of Chicago, United States.
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187
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Zhang M, Zheng Y. Neural dynamics of effort-modulated reward processing. Psychophysiology 2022; 59:e14070. [PMID: 35415931 DOI: 10.1111/psyp.14070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 01/30/2022] [Accepted: 03/17/2022] [Indexed: 11/26/2022]
Abstract
Previous studies have established that effort can either decrease reward value as a cost or increase reward value as an augmenter, which is referred to as the effort paradox. The present event-related potential study investigated the neural dynamics underlying the modulation of reward processing by effort expenditure. Thirty-two participants completed a modified monetary incentive delay task in a high-effort context and a low-effort context to earn monetary rewards while their EEG was recorded during effort anticipation, effort execution, and effort completion, respectively. Results revealed the multiphase nature of the effort-reward relationship, which unfolds over time. During effort anticipation, effort discounts reward value as reflected by a reduced contingent negative variation for high- versus low-effort trials. During effort exertion, the target-P3 reward effect was accrued by effort expenditure. Finally, effort also provides its own value following effort completion, as revealed by an enhanced stimulus-preceding negativity for high-effort relative to low-effort trials. These findings provide new insights into the relationship between effort expenditure and reward processing and are helpful to mitigate the effort paradox.
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Affiliation(s)
- Mang Zhang
- Department of Psychology, Dalian Medical University, Dalian, China
| | - Ya Zheng
- Department of Psychology, Dalian Medical University, Dalian, China
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188
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Lichenstein SD, Roos C, Kohler R, Kiluk B, Carroll KM, Worhunsky PD, Witkiewitz K, Yip SW. Identification and Validation of Distinct Latent Neurodevelopmental Profiles in the Adolescent Brain and Cognitive Development Study. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2022; 7:352-361. [PMID: 33706021 PMCID: PMC8426420 DOI: 10.1016/j.bpsc.2021.02.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 02/26/2021] [Accepted: 02/26/2021] [Indexed: 01/25/2023]
Abstract
BACKGROUND Regardless of the precise mechanism, all neurodevelopmental models of risk assume that, at the population level, there exist subgroups of individuals that share similar patterns of neural function and development-and that these subgroups somehow relate to psychiatric risk. However, the existence of multiple neurodevelopmental subgroups at the population level has not been assessed previously. METHODS In the current study, cross-validated latent profile analysis was used to test for the presence of empirically derived, brain-based developmental subgroups using functional magnetic resonance imaging data from 6758 individuals (49.4% female; mean age = 9.94 years) in the Adolescent Brain and Cognitive Development (ABCD) study wave 1 release. Data were randomly split into training and testing samples. RESULTS Analyses in the training sample (n = 3379) identified a seven-profile solution (entropy = 0.880) that was replicated in the held-out testing data (n = 3379, entropy = 0.890). Identified subgroups included a moderate group (66.8%), high reward (4.3%) and low reward (4.0%) groups, high inhibition (9.8%) and low inhibition (6.7%) groups, and high emotion regulation (4.0%) and low emotion regulation (4.3%) groups. Relative to the moderate group, other subgroups were characterized by more males (χ2 = 24.10, p = .0005), higher proportions of individuals from lower-income households (χ2 = 122.17, p < .0001), poorer cognitive performance (ps < .0001), more screen time (F = 6.80, p < .0001), heightened impulsivity (ps < .006), and higher rates of neurodevelopmental disorders (χ2 = 26.20, p = .0002). CONCLUSIONS These data demonstrate the existence of multiple, distinct neurodevelopmental subgroups at the population level. They indicate that these empirically derived, brain-based developmental profiles relate to differences in clinical features, even at a young age, and prior to the peak period of risk for the development of psychopathology.
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Affiliation(s)
| | - Corey Roos
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Robert Kohler
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Brian Kiluk
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | - Kathleen M Carroll
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut
| | | | - Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Sarah W Yip
- Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut; Child Study Center, Yale School of Medicine, New Haven, Connecticut.
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189
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Oltean LE, Șoflău R, Miu AC, Szentágotai-Tătar A. Childhood adversity and impaired reward processing: A meta-analysis. CHILD ABUSE & NEGLECT 2022:105596. [PMID: 35346502 DOI: 10.1016/j.chiabu.2022.105596] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 01/26/2022] [Accepted: 03/11/2022] [Indexed: 05/21/2023]
Abstract
BACKGROUND Childhood adversity (CA) is associated with increased risk of psychopathology, and reward processing (RP) may be one of the underlying mechanisms. However, evidence on impaired RP in childhood adversity is theoretically and methodologically heterogeneous. OBJECTIVE To provide a quantitative overview of studies on the relation between childhood adversity and RP assessed at the behavioral and subjective levels, and identify differences between studies that influence the effect size. PARTICIPANTS AND SETTING Twenty-seven studies (overall N = 6801) were included. METHODS Peer-reviewed publications describing empirical studies on the relation between CA and behavioral and self-report measures of RP in humans were identified through systematic searches in six bibliographic databases. Effect sizes (r) were pooled using random-effects models. The potential moderator role of RP dimension, type of RP assessment, type of childhood adversity assessment, and age were examined. RESULTS Results indicated a small, but consistent association between CA and impaired RP (r = 0.12; 95% CI: 0.07, 0.16), with medium heterogeneity (I2 = 62.43). The effect size was significantly larger (i.e., medium-sized) in studies that focused on reward learning rather than reward valuation and reward responsiveness; used cognitive tasks rather than self-report assessments of RP; and relied on official records rather than subjective reports of CA. There was evidence of publication bias, but overall effect size remained significant after imputation. CONCLUSIONS These results suggest that multidimensional RP impairments (e.g., deficits in reward learning, biased reward valuation) are a consistent marker of CA, and may represent mechanisms underlying the increased risk of psychopathology.
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Affiliation(s)
- Lia-Ecaterina Oltean
- Evidence-Based Assessment and Psychological Interventions Doctoral School, Babeș-Bolyai University, Cluj-Napoca, Romania; The International Institute for the Advanced Studies of Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Radu Șoflău
- The International Institute for the Advanced Studies of Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Cluj-Napoca, Romania; Department of Clinical Psychology and Psychotherapy, Babeș-Bolyai University, Cluj-Napoca, CJ, Romania
| | - Andrei C Miu
- Cognitive Neuroscience Laboratory, Department of Psychology, Babeș-Bolyai University, Cluj-Napoca, CJ, Romania.
| | - Aurora Szentágotai-Tătar
- The International Institute for the Advanced Studies of Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Cluj-Napoca, Romania; Department of Clinical Psychology and Psychotherapy, Babeș-Bolyai University, Cluj-Napoca, CJ, Romania.
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190
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Carruzzo F, Kaiser S, Tobler PN, Kirschner M, Simon JJ. Increased ventral striatal functional connectivity in patients with schizophrenia during reward anticipation. Neuroimage Clin 2022; 33:102944. [PMID: 35078045 PMCID: PMC8789684 DOI: 10.1016/j.nicl.2022.102944] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 12/23/2021] [Accepted: 01/13/2022] [Indexed: 11/29/2022]
Abstract
Background Growing evidence points towards dysfunction of the ventral striatum as a neural substrate of motivational impairments in schizophrenia. Ventral striatal activity during reward anticipation is generally reduced in patients with schizophrenia and specifically correlates with apathy. However, little is known about the cortico-striatal functional connectivity in patients with schizophrenia during reward anticipation and its relation to negative symptoms. Objectives The aim of this study was to identify categorical group differences in ventral striatal functional connectivity during reward anticipation between patients with schizophrenia and healthy controls, and dimensional associations between cortico-striatal functional connectivity and negative symptom severity. Method A total of 40 patients with schizophrenia (10 females) and 33 healthy controls (8 females) were included from two previously published studies. All participants performed a variant of the Monetary Incentive Delay Task while undergoing event-related fMRI. Functional connectivity was assessed using psychophysical interactions (PPI) with the left and right ventral striatum as seeds and the contrast [High Reward Anticipation – No Reward Anticipation]. Negative symptoms were assessed using the Brief Negative Symptom Scale. Results Compared to controls, patients with schizophrenia showed increased functional connectivity between the left ventral striatum and the left precuneus and right parahippocampal gyrus, two hubs of the default mode network (cluster-level threshold: FWE, p < .05). In addition, we found a negative association between apathy scores on the BNSS and increased functional connectivity between the left ventral striatum and the left ventral anterior insula / putamen and the left inferior frontal gyrus / dorsal anterior insula (cluster-level threshold: FWE, p < .05). Conclusions Our results indicate that the patterns of increased functional connectivity between the ventral striatum and the dorsal default mode network during reward anticipation could act as a compensatory mechanism to regulate the activity of the ventral striatum. Our results also showed that functional connectivity patterns from the ventral striatum, much like its local activity, is specifically related to apathy, and not diminished expression.
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Affiliation(s)
- Fabien Carruzzo
- Clinical and Experimental Psychopathology Laboratory, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
| | - Stefan Kaiser
- Clinical and Experimental Psychopathology Laboratory, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
| | - Philippe N Tobler
- Laboratory for Social and Neural Systems Research, Department of Economics, Zurich Center for Neuroeconomics, University of Zurich, Zurich, Switzerland.
| | - Matthias Kirschner
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland.
| | - Joe J Simon
- Department of General Internal Medicine and Psychosomatics, University Hospital Heidelberg, Heidelberg, Germany.
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191
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Demidenko MI, Huntley ED, Weigard AS, Keating DP, Beltz AM. Neural heterogeneity underlying late adolescent motivational processing is linked to individual differences in behavioral sensation seeking. J Neurosci Res 2022; 100:762-779. [PMID: 35043448 PMCID: PMC8978150 DOI: 10.1002/jnr.25005] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 12/06/2021] [Accepted: 12/19/2021] [Indexed: 11/08/2022]
Abstract
Adolescent risk-taking, including sensation seeking (SS), is often attributed to developmental changes in connectivity among brain regions implicated in cognitive control and reward processing. Despite considerable scientific and popular interest in this neurodevelopmental framework, there are few empirical investigations of adolescent functional connectivity, let alone examinations of its links to SS behavior. The studies that have been done focus on mean-based approaches and leave unanswered questions about individual differences in neurodevelopment and behavior. The goal of this paper is to take a person-specific approach to the study of adolescent functional connectivity during a continuous motivational state, and to examine links between connectivity and self-reported SS behavior in 104 adolescents (MAge = 19.3; SDAge = 1.3). Using Group Iterative Multiple Model Estimation (GIMME), person-specific connectivity during two neuroimaging runs of a monetary incentive delay task was estimated among 12 a priori brain regions of interest representing reward, cognitive, and salience networks. Two data-driven subgroups were detected, a finding that was consistent between both neuroimaging runs, but associations with SS were only found in the first run, potentially reflecting neural habituation in the second run. Specifically, the subgroup that had unique connections between reward-related regions had greater SS and showed a distinctive relation between connectivity strength in the reward regions and SS. These findings provide novel evidence for heterogeneity in adolescent brain-behavior relations by showing that subsets of adolescents have unique associations between neural motivational processing and SS. Findings have broader implications for future work on reward processing, as they demonstrate that brain-behavior relations may attenuate across runs.
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Affiliation(s)
| | - Edward D. Huntley
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Daniel P. Keating
- Department of Psychology, University of Michigan, Ann Arbor, Michigan, USA
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA
| | - Adriene M. Beltz
- Department of Psychology, University of Michigan, Ann Arbor, Michigan, USA
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192
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Kalhan S, Chen LPE, Garrido MI, Hester R. People with tobacco use disorder exhibit more prefrontal activity during preparatory control but reduced anterior cingulate activity during reactive control. Addict Biol 2022; 27:e13159. [PMID: 35229950 PMCID: PMC9285037 DOI: 10.1111/adb.13159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 01/17/2022] [Accepted: 01/27/2022] [Indexed: 11/30/2022]
Abstract
Reduced inhibitory control and a hypersensitivity to reward are key deficits in drug dependents; however, they tend to be studied in isolation. Here, we seek to understand the neural processes underlying control over reward and how this is different in people with a tobacco use disorder (pTUD). A novel variant of the monetary incentive delay task was performed by pTUD (n = 20) and non-smokers (n = 20), where we added a stop-signal component such that participants had to inhibit prepotent responses to earn a larger monetary reward. Brain activity was recorded using functional magnetic resonance imaging (fMRI). We estimated stop signal reaction times (SSRTs), an indicator of impulsivity, and correlated these with brain activity. Inhibitory accuracy scores did not differ between the control group and pTUD. However, pTUD had slower SSRTs, suggesting that they may find it harder to inhibit responses. Brain data revealed that pTUD had greater preparatory control activity in the middle frontal gyrus and inferior frontal gyrus prior to successful inhibitions over reward. In contrast, non-smokers had greater reactive control associated with more activity in the anterior cingulate cortex during these successful inhibitions. SSRT-brain activity correlations revealed that pTUD engaged more control-related prefrontal brain regions when SSRTs are slower. Overall, while the inhibition accuracy scores were similar between groups, differential neural processes and strategies were used to successfully inhibit a prepotent response. The findings suggest that increasing preparatory control in pTUD may be one possible treatment target in order to increase inhibitory control over reward.
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Affiliation(s)
- Shivam Kalhan
- School of Psychological SciencesUniversity of MelbourneMelbourneVictoriaAustralia
| | - Li Peng Evelyn Chen
- School of Psychological SciencesUniversity of MelbourneMelbourneVictoriaAustralia
| | - Marta I. Garrido
- School of Psychological SciencesUniversity of MelbourneMelbourneVictoriaAustralia
- Australian Research Council Centre of Excellence for Integrative Brain FunctionClaytonVictoriaAustralia
| | - Robert Hester
- School of Psychological SciencesUniversity of MelbourneMelbourneVictoriaAustralia
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193
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Glazer J, Nusslock R. Outcome valence and stimulus frequency affect neural responses to rewards and punishments. Psychophysiology 2022; 59:e13981. [PMID: 34847254 PMCID: PMC10168119 DOI: 10.1111/psyp.13981] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 11/12/2021] [Accepted: 11/15/2021] [Indexed: 12/01/2022]
Abstract
The Reward-Positivity (RewP) is a frontocentral event-related potential elicited following reward and punishment feedback. Reinforcement learning theories propose the RewP reflects a reward prediction error that increases following more favorable (vs. unfavorable) outcomes. An alternative perspective, however, proposes this component indexes a salience-prediction error that increases following more salient outcomes. Evidence from prior studies that included both reward and punishment conditions is mixed, supporting both accounts. However, these studies often varied how feedback stimuli were repeated across reward and punishment conditions. Differences in the frequency of feedback stimuli may drive inconsistencies by introducing salience effects for infrequent stimuli regardless of whether they are associated with rewards or punishments. To test this hypothesis, the current study examined the effect of outcome valence and stimulus frequency on the RewP and neighboring P2 and P3 components in reward, punishment, and neutral contexts across two separate experiments that varied how often feedback stimuli were repeated between conditions. Experiment 1 revealed infrequent feedback stimuli generated overlapping positivity across all three components. However, controlling for stimulus frequency, experiment 2 revealed favorable outcomes that increased RewP and P3 positivity. Together, these results suggest the RewP reflects some combination of reward- and salience-prediction error encoding. Results also indicate infrequent feedback stimuli elicited strong salience effects across all three components that may inflate, eliminate, or reverse outcome valence effects for the RewP and P3. These results resolve several inconsistencies in the literature and have important implications for electrocortical investigations of reward and punishment feedback processing.
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Affiliation(s)
- James Glazer
- Northwestern University, Evanston, Illinois, USA
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194
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Parvaz MA, Rabin RA, Adams F, Goldstein RZ. Structural and functional brain recovery in individuals with substance use disorders during abstinence: A review of longitudinal neuroimaging studies. Drug Alcohol Depend 2022; 232:109319. [PMID: 35077955 PMCID: PMC8885813 DOI: 10.1016/j.drugalcdep.2022.109319] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 01/17/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Neuroimaging studies reveal structural and functional including neurochemical brain abnormalities in individuals with substance use disorders compared to healthy controls. However, whether and to what extent such dysfunction is reversible with abstinence remains unclear, and a review of studies with longitudinal within-subject designs is lacking. We performed a systematic review of longitudinal neuroimaging studies to explore putative brain changes associated with abstinence in treatment-seeking individuals with substance use disorders. METHODS Following PRISMA guidelines, we examined articles published up to May 2021 that employed a neuroimaging technique and assessed neurobiological recovery in treatment-seeking participants at a minimum of two time-points separated by a period of abstinence (longer than 24 h apart) or significant reduction in drug use. RESULTS Forty-five studies met inclusion criteria. Encouragingly, in this limited but growing literature, the majority of studies demonstrated at least partial neurobiological recovery with abstinence. Structural recovery appeared to occur predominantly in frontal cortical regions, the insula, hippocampus, and cerebellum. Functional and neurochemical recovery was similarly observed in prefrontal cortical regions but also in subcortical structures. The onset of structural recovery appears to precede neurochemical recovery, which begins soon after cessation (particularly for alcohol); functional recovery may require longer periods of abstinence. CONCLUSIONS The literature is still growing and more studies are warranted to better understand abstinence-mediated neural recovery in individuals with substance use disorders. Elucidating the temporal dynamics between neuronal recovery and abstinence will enable evidence-based planning for more effective and targeted treatment of substance use disorders, potentially pre-empting relapse.
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Affiliation(s)
- Muhammad A Parvaz
- Department of Pyschiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Rachel A. Rabin
- Department of Psychiatry, McGill University and The Douglas Mental Health University Institute, Montreal, Quebec H4H 1R3
| | - Faith Adams
- Department of Pyschiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029,Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Rita Z. Goldstein
- Department of Pyschiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029,Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029
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195
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Peckins MK, Westerman HB, Burt SA, Murray L, Alves M, Miller AL, Gearhardt AN, Klump KL, Lumeng JC, Hyde LW. A brief child-friendly reward task reliably activates the ventral striatum in two samples of socioeconomically diverse youth. PLoS One 2022; 17:e0263368. [PMID: 35113913 PMCID: PMC8812963 DOI: 10.1371/journal.pone.0263368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 01/18/2022] [Indexed: 11/18/2022] Open
Abstract
Adolescence is a period of increased risk-taking behavior, thought to be driven, in part, by heightened reward sensitivity. One challenge of studying reward processing in the field of developmental neuroscience is finding a task that activates reward circuitry, and is short, not too complex, and engaging for youth of a wide variety of ages and socioeconomic backgrounds. In the present study, we tested a brief child-friendly reward task for activating reward circuitry in two independent samples of youth ages 7-19 years old enriched for poverty (study 1: n = 464; study 2: n = 27). The reward task robustly activated the ventral striatum, with activation decreasing from early to mid-adolescence and increasing from mid- to late adolescence in response to reward. This response did not vary by gender, pubertal development, or income-to-needs ratio, making the task applicable for a wide variety of populations. Additionally, ventral striatum activation to the task did not differ between youth who did and did not expect to receive a prize at the end of the task, indicating that an outcome of points alone may be enough to engage reward circuitry. Thus, this reward task is effective for studying reward processing in youth from different socioeconomic backgrounds.
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Affiliation(s)
- Melissa K. Peckins
- Department of Psychology, St. John’s University, Queens, New York, United States of America
| | - Heidi B. Westerman
- Department of Psychology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - S. Alexandra Burt
- Department of Psychology, Michigan State University, East Lansing, Michigan, United States of America
| | - Laura Murray
- McLean Imaging Center, McLean Hospital, Belmont, Massachusetts, United States of America
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Martha Alves
- Department of Family Medicine, Michigan Medicine, Ann Arbor, Michigan, United States of America
| | - Alison L. Miller
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Ashley N. Gearhardt
- Department of Psychology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Kelly L. Klump
- Department of Psychology, Michigan State University, East Lansing, Michigan, United States of America
| | - Julie C. Lumeng
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Luke W. Hyde
- Department of Psychology, University of Michigan, Ann Arbor, Michigan, United States of America
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan, United States of America
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196
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Dolan SC, Khindri R, Franko DL, Thomas JJ, Reilly EE, Eddy KT. Anhedonia in eating disorders: A meta-analysis and systematic review. Int J Eat Disord 2022; 55:161-175. [PMID: 34811779 DOI: 10.1002/eat.23645] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 11/11/2021] [Accepted: 11/11/2021] [Indexed: 01/11/2023]
Abstract
OBJECTIVE Anhedonia, or loss of pleasure, is related to deficits in reward processing across a variety of psychiatric disorders. In light of research suggesting abnormal reward processing in eating disorders (EDs), the study of anhedonia in EDs may yield important insights into the role of reward in eating pathology. This meta-analysis and review aimed to provide both a quantitative and qualitative synthesis of the existing literature on this topic. METHOD We conducted this research (or these meta-analyses) according to PRISMA guidelines. We searched four databases for both peer-reviewed and unpublished literature, and included studies only if a self-report or clinical interview measure of anhedonia was administered to a sample with an ED diagnosis. RESULTS We included 21 studies in the systematic review, and 10 studies in two meta-analyses that compared anhedonia between ED and control samples (n = 9 studies) and within different ED diagnoses (n = 5 studies). Meta-analyses revealed that anhedonia was significantly higher in ED groups compared to healthy controls, but there was no significant difference in anhedonia between ED diagnostic groups. A qualitative review of the literature also suggested that anhedonia may be correlated with increased ED symptom severity. DISCUSSION Findings indicated that anhedonia is elevated in EDs and may be a relevant treatment target. Future research should examine how self-reported anhedonia may correlate with components of reward processing in EDs in order to improve theoretical models as well as targeted interventions.
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Affiliation(s)
- Sarah C Dolan
- Department of Psychology, Hofstra University, Hempstead, New York, USA
| | - Ruchika Khindri
- Department of Psychology, Hofstra University, Hempstead, New York, USA
| | - Debra L Franko
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Applied Psychology, Northeastern University, Boston, Massachusetts, USA
| | - Jennifer J Thomas
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Erin E Reilly
- Department of Psychology, Hofstra University, Hempstead, New York, USA
| | - Kamryn T Eddy
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
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197
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Penner AE, White E, Stoddard J, Gowin JL. The Neural Circuitry of Reward During Sustained Threat. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2022; 22:134-144. [PMID: 34435281 DOI: 10.3758/s13415-021-00938-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/25/2021] [Indexed: 06/13/2023]
Abstract
Reward processing is important for understanding behavior in psychopathology. Opportunities to earn money activate the ventral striatum, as shown by the monetary incentive delay (MID) task. Anxiety conditions have been modeled by presenting shocks and startling sounds. To further investigate the co-occurrence of an anxiety condition and a rewarding stimulus, we modified the MID to include a sustained threat of scream. This study investigated neural patterns of the MID task with an uncertain threat of a startling scream. Forty-three young adults completed a functional MRI scan. The task included two conditions (scream and safe) and three cues (gain $5, gain $0, lose $5). Analyses included a whole brain, group analysis using a linear mixed-effects model and a paired t-test. The whole brain analysis revealed a main effect of cue, with increased ventral striatal activation (F2,210 = 58.8, p < 0.001) during cues to gain or lose $5. We observed a main effect of condition during cue presentation, such that bilateral insula and putamen activation was diminished (p < 0.001) in the scream versus the safe condition. A t-test of condition showed increased activation during threat blocks in the insula and putamen. A time course graph revealed that activation in the insula and putamen responded similarly to incentive but had an overall elevation during the scream condition. These results replicated expected activation in reward and in the setting of uncertain threat. Our results show that uncertain threat increases the magnitude of activation in the dorsal striatum.
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Affiliation(s)
- Anne E Penner
- Department of Psychiatry, University of Colorado, Anschutz Medical Campus, Aurora, CO, 80045, USA.
| | - Emma White
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Joel Stoddard
- Department of Psychiatry, University of Colorado, Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Joshua L Gowin
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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198
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Nimarko AF, Gorelik AJ, Carta KE, Gorelik MG, Singh MK. Neural correlates of reward processing distinguish healthy youth at familial risk for bipolar disorder from youth at familial risk for major depressive disorder. Transl Psychiatry 2022; 12:31. [PMID: 35075136 PMCID: PMC8786954 DOI: 10.1038/s41398-022-01800-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 11/17/2021] [Accepted: 01/12/2022] [Indexed: 11/09/2022] Open
Abstract
Youth at familial risk for bipolar disorder (BD-risk) and major depressive disorder (MDD-risk) have aberrant reward processing, a core feature of these mood disorders. Whether BD risk differentiates from MDD risk in reward processing merits further study. We compared neural activation and connectivity during anticipation and outcome of monetary gain and loss during fMRI using the Monetary Incentive Delay (MID) Task among BD-risk (n = 40), MDD-risk (n = 41), and healthy comparison youth (HC) (n = 45), in the absence of any lifetime or current history of psychopathology [mean age 13.09 ± 2.58, 56.3% female]. Participants completed the MID task at baseline and were followed for behavioral and clinical outcomes over 4.37 ± 2.29 years. Region-of-interest (ROI) analyses conducted using anatomically defined thalamus, ventrolateral prefrontal cortex, nucleus accumbens, and putamen seeds showed that relative to MDD-risk and HC, BD-risk had decreased activation of the thalamus during anticipation of monetary gain [F(2,118) = 4.64, p = 0.01 (FDR-corrected p = 0.04)]. Psychophysiological interaction analyses revealed that BD-risk had less connectivity between the thalamus and left middle frontal gyrus (Z > 3.1, p < 0.001) and left-superior temporal gyrus (Z > 3.1, p < 0.05) compared with MDD-risk. Voxelwise, BD-risk had decreased activation in the cerebellum during anticipation and outcome of monetary gain relative to MDD-risk and HC (Z > 3.1, p < 0.001; Z > 3.1, p < 0.01). In BD-risk, decreased thalamic connectivity was associated with increased impulsivity at baseline and reduced prosocial behavior at follow-up. Reduced thalamic activation and connectivity during reward processing may distinguish familial risk for BD from familial risk for MDD and represent early markers of vulnerability that may herald social dysfunction later in adolescence.
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Affiliation(s)
- Akua F. Nimarko
- grid.168010.e0000000419368956Stanford University School of Medicine, Stanford, CA United States
| | - Aaron J. Gorelik
- grid.168010.e0000000419368956Stanford University School of Medicine, Stanford, CA United States
| | - Kayla E. Carta
- grid.168010.e0000000419368956Stanford University School of Medicine, Stanford, CA United States
| | - Mark G. Gorelik
- grid.15276.370000 0004 1936 8091University of Florida, Gainesville, FL United States
| | - Manpreet K. Singh
- grid.168010.e0000000419368956Stanford University School of Medicine, Stanford, CA United States
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199
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Nielsen MØ, Rostrup E, Hilker R, Legind C, Anhøj S, Robbins TW, Sahakian BJ, Fagerlund B, Glenthøj B. Reward Processing as an Indicator of Vulnerability or Compensatory Resilience in Psychoses? Results From a Twin Study. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2022; 3:47-55. [PMID: 36712565 PMCID: PMC9874133 DOI: 10.1016/j.bpsgos.2022.01.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 01/04/2022] [Accepted: 01/06/2022] [Indexed: 02/01/2023] Open
Abstract
Background Findings of reward disturbances in unaffected relatives of patients with schizophrenia suggest reward disturbances as an endophenotype for schizophrenia. Twin studies, where 1 twin has been diagnosed with a schizophrenia spectrum disorder, can further explore this. Methods We used Danish registries to identify twin pairs with at least 1 twin having a schizophrenia spectrum disorder diagnosis and control twin pairs matched on age, sex, and zygosity. The analyses included data from 34 unaffected co-twins (16 females), 42 probands with schizophrenia spectrum disorder (17 females), and 83 control twins (42 females). Participants performed a modified incentive delay task during functional magnetic resonance imaging. Whole-brain group differences were analyzed by performing comparisons between co-twins and control twins. Correlations with cognitive flexibility were tested. Results Compared with control twins, co-twins showed no differences in striatal regions, but increased signal in the dorsolateral prefrontal cortex (DLPFC) during missed target contrast was observed. In co-twins, increased DLPFC signal was associated with lower intra-extra dimensional set-shifting scores indicative of higher cognitive flexibility. Conclusions Unaffected co-twins did not have decreased striatal activity during anticipation as previously reported for patients with schizophrenia. Instead, they showed increased activity in the DLPFC during evaluation of missed target contrast, which correlated with their level of cognitive flexibility. Unaffected co-twins had no diagnosis at a mean age of 40 years. This could indicate that greater cognitive flexibility and increased activity in the right DLPFC during processing of unexpected negative outcome represents a compensatory resilience mechanism in predisposed twins.
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Affiliation(s)
- Mette Ødegaard Nielsen
- Center for Neuropsychiatric Schizophrenia Research and Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research, Mental Health Centre Glostrup, Copenhagen, Denmark,Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark,Address correspondence to Mette Ødegaard Nielsen, M.D., Ph.D.
| | - Egill Rostrup
- Center for Neuropsychiatric Schizophrenia Research and Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research, Mental Health Centre Glostrup, Copenhagen, Denmark,Functional Imaging Unit, Department of Clinical Physiology, Nuclear Medicine and PET, Rigshospitalet, Glostrup, Denmark
| | - Rikke Hilker
- Center for Neuropsychiatric Schizophrenia Research and Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research, Mental Health Centre Glostrup, Copenhagen, Denmark,Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark
| | - Christian Legind
- Center for Neuropsychiatric Schizophrenia Research and Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research, Mental Health Centre Glostrup, Copenhagen, Denmark,Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark
| | - Simon Anhøj
- Center for Neuropsychiatric Schizophrenia Research and Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research, Mental Health Centre Glostrup, Copenhagen, Denmark
| | - Trevor William Robbins
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
| | - Barbara J. Sahakian
- Department of Psychiatry, Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
| | - Birgitte Fagerlund
- Center for Neuropsychiatric Schizophrenia Research and Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research, Mental Health Centre Glostrup, Copenhagen, Denmark,Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Birte Glenthøj
- Center for Neuropsychiatric Schizophrenia Research and Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research, Mental Health Centre Glostrup, Copenhagen, Denmark,Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark
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200
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Effect of reward and punishment on no-risk decision-making in young men: an EEG study. Brain Res 2022; 1779:147788. [PMID: 35041842 DOI: 10.1016/j.brainres.2022.147788] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 01/10/2022] [Accepted: 01/11/2022] [Indexed: 11/20/2022]
Abstract
Decision-making is a process that allows adapting behavior in response to feedback to achieve a goal. Previous studies have suggested that the cerebral cortex shows different activation patterns in response to feedback. However, the effects of reward and punishment on learning contexts and decision-making are not clear. Thus, this experiment compared the effects of reward and punishment on behavior and the electroencephalographic activity of cortical areas related to decision-making in a no-risk context. Twenty healthy males were asked to perform a decision-making task under two conditions in which the goal was to finish in the shortest time possible. In the reward condition, the more points the participant accumulated the sooner the task ended, while in the punishment condition, the more points accumulated the longer the task lasted. Lower reaction times were found in the reward condition, characterized by a higher absolute power of the slow bands in almost all the cortices recorded. Changes in the interhemispheric correlation were also obtained in the comparison of the two feedback conditions. Results suggest that changes in the type of feedback affect cortical functionality and behavioral execution during decision-making, with the reward being related to a quick emotional response strategy and punishment associated with slower and, likely, more reasoned responses.
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