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Kwak Y, Chen XJ, van den Berg B. Development of strategic motor behavior during value-guided actions across adolescence and adulthood: An ERP investigation. Behav Brain Res 2025; 485:115519. [PMID: 40043853 DOI: 10.1016/j.bbr.2025.115519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 02/27/2025] [Accepted: 02/28/2025] [Indexed: 03/16/2025]
Abstract
Successful navigation of real-life environment requires flexible titration of effort based on the possible rewards. Here, we investigate how the flexibility of effort allocation develops throughout adolescence by studying the neural underpinnings of reward-maximizing strategies during a value-guided action. Our main hypothesis is that when faced with an environment with varying rewards and their expectancy, adolescents will use qualitatively different strategies to overcome the cognitive immaturity. Alternatively, adolescents may use an adult-like strategy, but in a lesser degree. Using EEG with a novel analytic technique that separately quantifies motor preparation and execution efforts from the ERP component lateralized readiness potential (LRP), we demonstrate evidence for our main hypothesis. When responding to an unexpected target, adults (21 years and above) showed a greater executional effort for a large than small reward. Such a pattern was somewhat reversed in pre-adolescents' (10-13 years). Meanwhile, adolescents (14-20 years) allocated motor efforts more equally regardless of the reward levels and their expectancy. These manifested differences represent distinct reward-maximizing strategies across development that are shaped by cognitive maturity, which reflects an individual's endeavor to maximize adaptive fit in the dynamics of real-life environment.
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Affiliation(s)
- Youngbin Kwak
- Department of Psychological and Brain Sciences, University of Massachusetts, Amherst, USA.
| | - Xing-Jie Chen
- Department of Psychological and Brain Sciences, University of Massachusetts, Amherst, USA
| | - Berry van den Berg
- Department of Experimental Psychology, University of Groningen, the Netherlands
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Hohensee N, Joormann J, Gadassi-Polack R. Examining the association among adolescents' emotional clarity, emotion differentiation, and the regulation of negative and positive affect using a daily diary approach. Emotion 2025; 25:144-157. [PMID: 39325397 PMCID: PMC11920256 DOI: 10.1037/emo0001424] [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] [Indexed: 09/27/2024]
Abstract
Emotional clarity and emotion differentiation (ED) are two core aspects of the application of emotional knowledge. During adolescence, novel emotional experiences result in temporary decreases of differentiation and clarity. These temporary difficulties might profoundly impact choices of regulatory strategies. And indeed, prior research has shown that lower emotional clarity and emotion differentiation are each associated with higher use of putatively maladaptive emotion regulation strategies in youth. The two constructs, however, are rarely examined together, and it remains unclear how they are associated in daily life, particularly in children and adolescents. In addition, previous studies have focused on the regulation of negative but not positive affect. To address these gaps, the present study used an intensive longitudinal design in youth. Between June 2021 and March 2022, 172 children and adolescents (M = 12.99 years) completed a 28-day diary (> 3,500 entries in total) reporting daily affect, emotional clarity, and the use of five emotion regulation strategies in response to negative and positive affect (i.e., rumination, dampening, behavioral avoidance, negative and positive suppression). As predicted, on both between- and within-person levels, higher emotional clarity was associated with decreased use of all maladaptive emotion regulation strategies after adjusting for mean affect intensity. Results for emotion differentiation were mostly nonsignificant. Only higher daily positive emotion differentiation was associated with decreased rumination. In sum, this innovative study explores multiple aspects of emotional knowledge usage and regulation during a critical developmental stage and emphasizes the role of emotional clarity in the regulation of negative and positive affect. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
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Affiliation(s)
- Nicola Hohensee
- Christoph-Dornier Foundation Münster, Germany
- Department of Psychology, University of Münster, Germany
| | | | - Reuma Gadassi-Polack
- School of Behavioral Sciences, The Tel-Aviv Yaffo Academic College, Israel
- Yale University, New Haven, USA
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Ahmad AH, Zabri SH, Roslan SM, Ayob NA, Abd Hamid AI, Mohd Taib NH, Mohamad N, Othman Z, Tamam S, Marzuki AA, Zakaria R. Diffusion Magnetic Resonance Imaging and Human Reward System Research: A Bibliometric Analysis and Visualisation of Current Research Trends. Malays J Med Sci 2024; 31:111-125. [PMID: 39247106 PMCID: PMC11377000 DOI: 10.21315/mjms2024.31.4.9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 01/24/2024] [Indexed: 09/10/2024] Open
Abstract
Background The human reward system has been extensively studied using neuroimaging. This bibliometric analysis aimed to determine the global trend in diffusion magnetic resonance imaging (dMRI) and human reward research in terms of the number of documents, the most active countries and their collaborating countries, the top journals and institutions, the most prominent authors and most cited articles, and research hotspots. Methods The research datasets were acquired from the Scopus database. The search terms used were 'reward' AND 'human' AND 'diffusion imaging' OR 'diffusion tensor imaging' OR 'diffusion MRI' OR 'diffusion-weighted imaging' OR 'tractography' in the abstract, article title and keywords. A total of 336 publications were analysed using Harzing's Publish or Perish and VOSviewer software. Results The results revealed an upward trend in the number of publications with the highest number of articles in 2020 and 2022. Most publications were limited to countries, authors, and institutions in the USA, China and Europe. Bracht, Coenen, Wiest, Federspiel and Feng were among the top authors from Switzerland, Germany and the UK. Neuroimage, Neuroimage Clinical, Frontiers in Human Neuroscience, Human Brain Mapping, and the Journal of Neuroscience were the top journals. Among the top articles, six were reviews and four were original articles, while the top keywords in human reward research were 'diffusion MRI', 'adolescence', 'depression' and 'reward-related brain areas'. Conclusion These findings may serve as researchers' references to find collaborative authors, relevant journals, cooperative countries/institutions, and hot topics related to dMRI and reward research.
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Affiliation(s)
- Asma Hayati Ahmad
- Department of Physiology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
- Brain & Behaviour Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Siti Hajar Zabri
- Department of Neuroscience, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Siti Mariam Roslan
- Department of Physiology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Nur Ayunie Ayob
- Department of Neuroscience, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Aini Ismafairus Abd Hamid
- Department of Neuroscience, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
- Brain & Behaviour Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Nur Hartini Mohd Taib
- Department of Radiology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Nasibah Mohamad
- Department of Radiology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Zahiruddin Othman
- Department of Psychiatry, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Sofina Tamam
- Faculty of Science and Technology, Universiti Sains Islam Malaysia, Nilai, Malaysia
| | - Aleya Aziz Marzuki
- School of Medical and Life Sciences, Sunway University, Petaling Jaya, Malaysia
| | - Rahimah Zakaria
- Department of Physiology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
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Vöckel J, Kühnel A, Rossberg R, Geist N, Sigrist C, Pokorny L, Koenig J, Kroemer N, Bender S. Transcranial direct current stimulation enhances effort maintenance in ADHD. Brain Stimul 2024; 17:899-906. [PMID: 39089646 DOI: 10.1016/j.brs.2024.07.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 07/19/2024] [Accepted: 07/28/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND Youth with attention-deficit/hyperactivity disorder (ADHD) exhibit increased effort aversion, likely due to deficits in anticipatory dopamine firing. Previous research has shown that transcranial direct current stimulation (tDCS) targeting the right prefrontal cortex can enhance activity in dopaminergic meso-striatal regions. However, the extent to which this specific tDCS configuration effectively modulates effort behavior in anticipation of rewards in ADHD remains uncertain. HYPOTHESIS We expected an increase of effort maintenance and invigoration during and following our tDCS set-up compared to sham in subjects with ADHD. METHODS Twenty-four children and adolescents with ADHD (mean age: 11.6 years; 95 % CI [10.7, 12.4]) received 2 mA and sham tDCS for 20 min each. The anode was positioned over the ventromedial prefrontal cortex (PFC), while the cathode was placed over the right dorsolateral PFC, generating an electrical field with maximal strength in the right PFC. During and after the tDCS sessions, participants performed a button-pressing task aimed at earning delayed monetary rewards. Primary outcomes were effort maintenance (frequency of button presses) and invigoration (slopes of button presses), measuring motor task performance. RESULTS We observed a significant increase in effort maintenance both during (b = 2.66; p < 0.001) and after tDCS (b = 2.04; p= .007) compared to sham. No significant difference was found for invigoration during stimulation, while after bonferroni correction (p = 0.025) a non-significant decrease was found after tDCS compared to sham (b = -5.18; p = 0.041). CONCLUSION tDCS targeting the ventromedial PFC (anodal) and right dorsolateral PFC (cathodal) increases effort maintenance in children and adolescents with ADHD.
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Affiliation(s)
- Jasper Vöckel
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Cologne, Germany.
| | - Anne Kühnel
- Section of Medical Psychology, Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Bonn, Bonn, Germany
| | - Rebecca Rossberg
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Cologne, Germany
| | - Nina Geist
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Cologne, Germany
| | - Christine Sigrist
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Cologne, Germany
| | - Lena Pokorny
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Cologne, Germany
| | - Julian Koenig
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Cologne, Germany
| | - Nils Kroemer
- Section of Medical Psychology, Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Bonn, Bonn, Germany; Department of Psychiatry and Psychotherapy, Tübingen Center for Mental Health, University of Tübingen, Tübingen, Germany; German Center for Mental Health (DZPG), Germany
| | - Stephan Bender
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Cologne, Germany
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Barendse MEA, Swartz JR, Taylor SL, Fine JR, Shirtcliff EA, Yoon L, McMillan SJ, Tully LM, Guyer AE. Sex and pubertal variation in reward-related behavior and neural activation in early adolescents. Dev Cogn Neurosci 2024; 66:101358. [PMID: 38401329 PMCID: PMC10904160 DOI: 10.1016/j.dcn.2024.101358] [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: 08/31/2023] [Revised: 01/01/2024] [Accepted: 02/11/2024] [Indexed: 02/26/2024] Open
Abstract
This study aimed to characterize the role of sex and pubertal markers in reward motivation behavior and neural processing in early adolescence. We used baseline and two-year follow-up data from the Adolescent Brain and Cognitive DevelopmentSM study (15844 observations; 52% from boys; age 9-13). Pubertal development was measured with parent-reported Pubertal Development Scale, and DHEA, testosterone, and estradiol levels. Reward motivation behavior and neural processing at anticipation and feedback stages were assessed with the Monetary Incentive Delay task. Boys had higher reward motivation than girls, demonstrating greater accuracy difference between reward and neutral trials and higher task earnings. Girls had lower neural activation during reward feedback than boys in the nucleus accumbens, caudate, rostral anterior cingulate, medial orbitofrontal cortex, superior frontal gyrus and posterior cingulate. Pubertal stage and testosterone levels were positively associated with reward motivation behavior, although these associations changed when controlling for age. There were no significant associations between pubertal development and neural activation during reward anticipation and feedback. Sex differences in reward-related processing exist in early adolescence, signaling the need to understand their impact on typical and atypical functioning as it unfolds into adulthood.
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Affiliation(s)
- M E A Barendse
- Department of Psychiatry and Behavioral Sciences, UC Davis, CA, USA; Department of Child and Adolescent Psychiatry/Psychology, Erasmus Medical Center, Rotterdam, the Netherlands.
| | - J R Swartz
- Department of Human Ecology, UC Davis, CA, USA
| | - S L Taylor
- Division of Biostatistics, Department of Public Health Sciences, UC Davis, CA, USA
| | - J R Fine
- Division of Biostatistics, Department of Public Health Sciences, UC Davis, CA, USA
| | | | - L Yoon
- Center for Mind and Brain, UC Davis, CA, USA
| | - S J McMillan
- Department of Human Ecology, UC Davis, CA, USA; Center for Mind and Brain, UC Davis, CA, USA
| | - L M Tully
- Department of Psychiatry and Behavioral Sciences, UC Davis, CA, USA
| | - A E Guyer
- Department of Human Ecology, UC Davis, CA, USA; Center for Mind and Brain, UC Davis, CA, USA.
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Zaff O, Wyngaarden JB, Dennison JB, Sazhin D, Chein J, McCloskey M, Alloy LB, Jarcho JM, Smith DV, Fareri DS. Social Context and Reward Sensitivity Enhance Corticostriatal Function during Experiences of Shared Rewards. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.19.562908. [PMID: 37905048 PMCID: PMC10614966 DOI: 10.1101/2023.10.19.562908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Although prior research has demonstrated enhanced striatal response when sharing rewards with close social connections, less is known about how individual differences affect ventral striatal (VS) activation and connectivity when experiencing rewards within social contexts. Given that self-reported reward sensitivity and level of substance use have been associated with differences in VS activation, we set out to investigate whether these factors would be independently associated with enhancements to neural reward responses within social contexts. In this pre-registered study, participants (N=45) underwent fMRI while playing a card guessing game in which correct or incorrect guesses resulted in monetary gains and losses that were shared evenly with either a close friend, stranger (confederate), or non-human partner. Consistent with our prior work, we found increased VS activation when sharing rewards with a socially close peer as opposed to an out-of-network stranger. As self-reported reward sensitivity increased, the difference in VS response to rewards shared with friends and strangers decreased. We also found enhanced connectivity between the VS and temporoparietal junction when sharing rewards with close friends as opposed to strangers. Finally, exploratory analyses revealed that as reward sensitivity and sub-clinical substance use increase, the difference in VS connectivity with the right fusiform face area increases as a function of social context. These findings demonstrate that responsivity to the context of close friends may be tied to individual reward sensitivity or sub-clinical substance use habits; together these factors may inform predictions of risk for future mental health disorders.
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Affiliation(s)
- Ori Zaff
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - James B. Wyngaarden
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - Jeffrey B. Dennison
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - Daniel Sazhin
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - Jason Chein
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - Michael McCloskey
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - Lauren B. Alloy
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - Johanna M. Jarcho
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - David V. Smith
- Department of Psychology & Neuroscience, Temple University, Philadelphia, PA, USA
| | - Dominic S. Fareri
- Derner School of Psychology, Adelphi University, Garden City, NY, USA
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