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Crone EA, Bol T, Braams BR, de Rooij M, Franke B, Franken I, Gazzola V, Güroğlu B, Huizenga H, Hulshoff Pol H, Keijsers L, Keysers C, Krabbendam L, Jansen L, Popma A, Stulp G, van Atteveldt N, van Duijvenvoorde A, Veenstra R. Growing Up Together in Society (GUTS): A team science effort to predict societal trajectories in adolescence and young adulthood. Dev Cogn Neurosci 2024; 67:101403. [PMID: 38852381 PMCID: PMC11214182 DOI: 10.1016/j.dcn.2024.101403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 05/09/2024] [Accepted: 06/04/2024] [Indexed: 06/11/2024] Open
Abstract
Our society faces a great diversity of opportunities for youth. The 10-year Growing Up Together in Society (GUTS) program has the long-term goal to understand which combination of measures best predict societal trajectories, such as school success, mental health, well-being, and developing a sense of belonging in society. Our leading hypothesis is that self-regulation is key to how adolescents successfully navigate the demands of contemporary society. We aim to test these questions using socio-economic, questionnaire (including experience sampling methods), behavioral, brain (fMRI, sMRI, EEG), hormonal, and genetic measures in four large cohorts including adolescents and young adults. Two cohorts are designed as test and replication cohorts to test the developmental trajectory of self-regulation, including adolescents of different socioeconomic status thereby bridging individual, family, and societal perspectives. The third cohort consists of an entire social network to examine how neural and self-regulatory development influences and is influenced by whom adolescents and young adults choose to interact with. The fourth cohort includes youth with early signs of antisocial and delinquent behavior to understand patterns of societal development in individuals at the extreme ends of self-regulation and societal participation, and examines pathways into and out of delinquency. We will complement the newly collected cohorts with data from existing large-scale population-based and case-control cohorts. The study is embedded in a transdisciplinary approach that engages stakeholders throughout the design stage, with a strong focus on citizen science and youth participation in study design, data collection, and interpretation of results, to ensure optimal translation to youth in society.
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Affiliation(s)
- Eveline A Crone
- Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands; Leiden University, Institute of Psychology, the Netherlands.
| | - Thijs Bol
- Department of Sociology, University of Amsterdam, the Netherlands
| | - Barbara R Braams
- Department of Clinical, Neuro, and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands
| | - Mark de Rooij
- Leiden University, Institute of Psychology, the Netherlands
| | - Barbara Franke
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Departments of Cognitive Neuroscience and Human Genetics, Nijmegen, the Netherlands
| | - Ingmar Franken
- Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands
| | - Valeria Gazzola
- Social Brain Lab, Netherlands Institute for Neuroscience (KNAW) and University of Amsterdam, Amsterdam, the Netherlands
| | - Berna Güroğlu
- Leiden University, Institute of Psychology, the Netherlands
| | - Hilde Huizenga
- Department of Psychology, University of Amsterdam, the Netherlands
| | | | - Loes Keijsers
- Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands
| | - Christian Keysers
- Social Brain Lab, Netherlands Institute for Neuroscience (KNAW) and University of Amsterdam, Amsterdam, the Netherlands
| | - Lydia Krabbendam
- Department of Clinical, Neuro, and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands
| | - Lucres Jansen
- Department of Child and Adolescent Psychiatry & Psychosocial Care, AmsterdamUMC and Research Institute Amsterdam Public Health, Amsterdam, the Netherlands
| | - Arne Popma
- Department of Child and Adolescent Psychiatry & Psychosocial Care, AmsterdamUMC and Research Institute Amsterdam Public Health, Amsterdam, the Netherlands
| | - Gert Stulp
- University of Groningen, Department of Sociology / Inter-University Center for Social Science Theory and Methodology, Groningen, the Netherlands
| | - Nienke van Atteveldt
- Department of Clinical, Neuro, and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands
| | | | - René Veenstra
- University of Groningen, Department of Sociology / Inter-University Center for Social Science Theory and Methodology, Groningen, the Netherlands
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Devakonda V, Zhou Z, Yang B, Qu Y. Neural Reward Anticipation Moderates Longitudinal Relation between Parents' Familism Values and Latinx American Youth's School Disengagement. J Cogn Neurosci 2024; 36:962-977. [PMID: 38307126 DOI: 10.1162/jocn_a_02113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2024]
Abstract
Parents' familism values predict a variety of Latinx American youth's academic adjustment. However, it is unclear how cultural values such as familism interact with youth's brain development, which is sensitive to sociocultural input, to shape their academic adjustment. Using a sample of 1916 Latinx American youth (mean age = 9.90 years, SD = .63 years; 50% girls) and their primary caregivers (mean age = 38.43 years, SD = 6.81 years; 90% mothers) from the Adolescent Brain Cognitive Development Study, this study examined the longitudinal relation between parents' familism values and youth's school disengagement, as well as the moderating role of youth's neural sensitivity to personal reward. Parents' familism values predicted youth's decreased school disengagement 1 year later, adjusting for their baseline school disengagement and demographic covariates. Notably, this association was more salient among youth who showed lower (vs. higher) neural activation in the ventral striatum and the lateral OFC during the anticipation of a personal reward. These findings underscore the protective role of familism for Latinx American youth, highlighting the necessity of developing culturally informed interventions that take into consideration a youth's brain development.
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Affiliation(s)
| | | | | | - Yang Qu
- Northwestern University, Evanston, IL
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Yang B, Zhou Z, Devakonda V, Qu Y. The role of neural reward sensitivity in the longitudinal relations between parents' familism values and Latinx American youth's prosocial behaviors. Dev Cogn Neurosci 2024; 66:101343. [PMID: 38286089 PMCID: PMC10839261 DOI: 10.1016/j.dcn.2024.101343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 01/07/2024] [Accepted: 01/12/2024] [Indexed: 01/31/2024] Open
Abstract
Past research suggests that parents' familism values play a positive role in Latinx American youth's prosocial tendencies. However, little is known about how individual differences in youth's neural development may contribute to this developmental process. Therefore, using two-wave longitudinal data of 1916 early adolescents (mean age = 9.90 years; 50% girls) and their parents (mean age = 38.43 years; 90% mothers) from the Adolescent Brain Cognitive Development study, this pre-registered study took a biopsychosocial approach to examine the moderating role of youth's neural reward sensitivity in the link between parents' familism values and youth's prosocial behaviors. Results showed that parents' familism values were associated with increased prosocial behaviors among youth two years later, controlling for baseline prosocial behaviors and demographic covariates. Notably, parents' familism values played a larger role in promoting youth's prosocial behaviors among youth who showed lower ventral striatum activation during reward anticipation. Moreover, such association between parents' familism values and youth's later prosocial behaviors was stronger among youth who showed lower levels of prosocial behaviors initially. Taken together, the findings highlight individual differences in neurobiological development and baseline prosocial behaviors as markers of sensitivity to cultural environments with regard to Latinx American youth's prosocial development.
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Affiliation(s)
- Beiming Yang
- School of Education and Social Policy, Northwestern University, USA.
| | - Zexi Zhou
- Department of Human Development and Family Sciences, University of Texas at Austin, USA.
| | - Varun Devakonda
- School of Education and Social Policy, Northwestern University, USA
| | - Yang Qu
- School of Education and Social Policy, Northwestern University, USA.
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Jiang M, Ding R, Zhao Y, Xu J, Hao L, Chen M, Tian T, Tan S, Gao JH, He Y, Tao S, Dong Q, Qin S. Development of the triadic neural systems involved in risky decision-making during childhood. Dev Cogn Neurosci 2024; 66:101346. [PMID: 38290421 PMCID: PMC10844040 DOI: 10.1016/j.dcn.2024.101346] [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: 08/04/2023] [Revised: 12/17/2023] [Accepted: 01/16/2024] [Indexed: 02/01/2024] Open
Abstract
Risk-taking often occurs in childhood as a compex outcome influenced by individual, family, and social factors. The ability to govern risky decision-making in a balanced manner is a hallmark of the integrity of cognitive and affective development from childhood to adulthood. The Triadic Neural Systems Model posits that the nuanced coordination of motivational approach, avoidance and prefrontal control systems is crucial to regulate adaptive risk-taking and related behaviors. Although widely studied in adolescence and adulthood, how these systems develop in childhood remains elusive. Here, we show heterogenous age-related differences in the triadic neural systems involved in risky decision-making in 218 school-age children relative to 80 young adults. Children were generally less reward-seeking and less risk-taking than adults, and exhibited gradual increases in risk-taking behaviors from 6 to 12 years-old, which are associated with age-related differences in brain activation patterns underlying reward and risk processing. In comparison to adults, children exhibited weaker activation in control-related prefrontal systems, but stronger activation in reward-related striatal systems. Network analyses revealed that children showed greater reward-related functional connectivity within and between the triadic systems. Our findings support an immature and unbalanced developmental view of the core neurocognitive systems involved in risky decision-making and related behaviors in middle to late childhood.
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Affiliation(s)
- Min Jiang
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Rui Ding
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Yanli Zhao
- Beijing HuiLongGuan Hospital, Peking University, Beijing 100096, China
| | - Jiahua Xu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Lei Hao
- College of Teacher Education, Southwest University, Chongqing 400715, China; Qiongtai Normal University Key Laboratory of Child Cognition & Behavior Development of Hainan Province, Haikou 571127, China
| | - Menglu Chen
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Ting Tian
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Shuping Tan
- Beijing HuiLongGuan Hospital, Peking University, Beijing 100096, China
| | - Jia-Hong Gao
- Center for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; McGovern Institute for Brain Research, Peking University, Beijing 100871, China
| | - Yong He
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Sha Tao
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Qi Dong
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Shaozheng Qin
- 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 100069, China.
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Bainter SA, McCauley TG, Fahmy MM, Goodman ZT, Kupis LB, Rao JS. Comparing Bayesian Variable Selection to Lasso Approaches for Applications in Psychology. PSYCHOMETRIKA 2023; 88:1032-1055. [PMID: 37217762 PMCID: PMC10202760 DOI: 10.1007/s11336-023-09914-9] [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] [Received: 06/20/2022] [Indexed: 05/24/2023]
Abstract
In the current paper, we review existing tools for solving variable selection problems in psychology. Modern regularization methods such as lasso regression have recently been introduced in the field and are incorporated into popular methodologies, such as network analysis. However, several recognized limitations of lasso regularization may limit its suitability for psychological research. In this paper, we compare the properties of lasso approaches used for variable selection to Bayesian variable selection approaches. In particular we highlight advantages of stochastic search variable selection (SSVS), that make it well suited for variable selection applications in psychology. We demonstrate these advantages and contrast SSVS with lasso type penalization in an application to predict depression symptoms in a large sample and an accompanying simulation study. We investigate the effects of sample size, effect size, and patterns of correlation among predictors on rates of correct and false inclusion and bias in the estimates. SSVS as investigated here is reasonably computationally efficient and powerful to detect moderate effects in small sample sizes (or small effects in moderate sample sizes), while protecting against false inclusion and without over-penalizing true effects. We recommend SSVS as a flexible framework that is well-suited for the field, discuss limitations, and suggest directions for future development.
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Affiliation(s)
- Sierra A Bainter
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Coral Gables, FL, 33146, USA.
| | - Thomas G McCauley
- Department of Psychology, University of California San Diego, San Diego, USA
| | - Mahmoud M Fahmy
- Department of Industrial Engineering, University of Miami, Coral Gables, USA
| | - Zachary T Goodman
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Coral Gables, FL, 33146, USA
| | - Lauren B Kupis
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, USA
| | - J Sunil Rao
- Division of Biostatistics, University of Miami, Coral Gables, USA
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Lin FV, Zuo Y, Conwell Y, Wang KH. New horizons in emotional well-being and brain aging: Potential lessons from cross-species research. Int J Geriatr Psychiatry 2023; 38:e5936. [PMID: 37260057 PMCID: PMC10652707 DOI: 10.1002/gps.5936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Emotional wellbeing (EWB) is a multi-faceted concept of immediate relevance to human health. NIH recently initiated a series of research networks to advance understanding of EWB. Our network (NEW Brain Aging) focuses on mechanistic understanding of EWB in relation to brain aging. Here, by synthesizing the literature on emotional processing and the underlying brain circuit mechanisms in human and non-human animals, we propose a reactivity and reappraisal model for understanding EWB and its age-related changes. This model emphasizes the dynamic interactions between affective stimuli, behavioral/physiological responses, brain emotional states, and subjective feelings. It also aims to integrate the unique emotional processes involved in explaining EWB in aging humans with the emerging mechanistic insight of topologically conserved emotional brain networks from cross-species studies. We also highlight the research opportunities and challenges in EWB and brain aging research and the potential application of the model in addressing these issues.
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Affiliation(s)
- Feng Vankee Lin
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA
| | - Yi Zuo
- Department of Molecular Cellular and Developmental Biology, University of California, Santa Cruz, CA
| | - Yeates Conwell
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY
| | - Kuan Hong Wang
- Department of Neuroscience, University of Rochester Medical Center, Rochester, NY
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Symptoms of internet gaming disorder and depression in Chinese adolescents: A network analysis. Psychiatry Res 2023; 322:115097. [PMID: 36822036 DOI: 10.1016/j.psychres.2023.115097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 02/02/2023] [Accepted: 02/04/2023] [Indexed: 02/08/2023]
Abstract
The current study aimed to investigate comorbidity among symptoms of depression and internet gaming disorder (IGD) utilizing symptom network analysis in a sample of Chinese adolescents. A total of 1,362 Chinese adolescents (Mean age = 15.19 ± 1.67; range 13-21; 39.79% female, 56.02% male, 4.19% not disclosed) were recruited from 11 local secondary schools between June and July 2020. Symptoms of depression and IGD were assessed by the 7-item DASS-21 depression subscale and the 9-item Internet Gaming Disorder Scale. We conducted network analysis to estimate network models and the most central symptoms of depression and IGD and computed a combined network model of both depression and IGD symptoms to find bridge symptoms and illustrate the comorbidity between depression and IGD. We found that feeling 'Worthless', 'Meaningless', and 'Down-hearted' were identified as the most central symptoms of depression, whereas 'Preoccupation' and 'Tolerance' were the two most central symptoms of IGD. The bridge symptoms in the combined network model were 'Gaming for escape or mood relief' from the IGD cluster and 'No initiative' and 'Down-hearted" from the depression cluster. The current study was the first to investigate the relationship between depression and IGD symptoms among adolescents utilizing a symptom network perspective. Also, it highlighted key bridge symptoms in understanding how IGD and depression contribute to each other.
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Dutcher JM. Brain Reward Circuits Promote Stress Resilience and Health: Implications for Reward-Based Interventions. CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE 2023; 32:65-72. [PMID: 37234195 PMCID: PMC10211312 DOI: 10.1177/09637214221121770] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2023]
Abstract
From the COVID-19 global pandemic to racial injustice and the continued impact of climate change on communities across the globe, the last couple of years have demonstrated the need for a greater understanding of how to protect people from the negative consequences of stress. Here, I outline a perspective on how the brain's reward system might be an important, but often understudied, protective mechanism for stress resilience and stress-related health outcomes. I describe work suggesting that reward system engagement inhibits the stress response and is associated with improved health outcomes including reduced depressive symptomatology and slowed cancer progression. I then highlight important future directions for translational research and illustrate the value of this perspective for improving behavioral interventions in clinical psychology and beyond.
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Affiliation(s)
- Janine M Dutcher
- Department of Psychology, Carnegie Mellon University, 5000 Forbes Ave, Pittsburgh, PA 15213
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Zhan Y, Liu C, Xiao X, Tan Q, Fu X. Theoretical models and neural mechanisms of prosocial risky behavior. CHINESE SCIENCE BULLETIN-CHINESE 2022. [DOI: 10.1360/tb-2022-0699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
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10
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Clarke T, Hoskin S. Teaching children and adolescents about mental wellbeing: an exploratory multi-site case study in England. EDUCATIONAL PSYCHOLOGY IN PRACTICE 2022. [DOI: 10.1080/02667363.2022.2100321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Tania Clarke
- Faculty of Education, University of Cambridge, Cambridge, UK
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Reasoner EE, van der Plas E, Al‐Kaylani HM, Langbehn DR, Conrad AL, Schultz JL, Epping EA, Magnotta VA, Nopoulos PC. Behavioral features in child and adolescent huntingtin gene-mutation carriers. Brain Behav 2022; 12:e2630. [PMID: 35604958 PMCID: PMC9304841 DOI: 10.1002/brb3.2630] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 03/11/2022] [Accepted: 05/03/2022] [Indexed: 02/03/2023] Open
Abstract
INTRODUCTION We compared neuropsychiatric symptoms between child and adolescent huntingtin gene-mutation carriers and noncarriers. Given previous evidence of atypical striatal development in carriers, we also assessed the relationship between neuropsychiatric traits and striatal development. METHODS Participants between 6 and 18 years old were recruited from families affected by Huntington's disease and tested for the huntingtin gene expansion. Neuropsychiatric traits were assessed using the Pediatric Behavior Scale and the Behavior Rating Inventory of Executive Function. Striatal volumes were extracted from 3T neuro-anatomical images. Multivariable linear regression models were conducted to evaluate the impact of group (i.e., gene nonexpanded [GNE] or gene expanded [GE]), age, and trajectory of striatal growth on neuropsychiatric symptoms. RESULTS There were no group differences in any behavioral measure with the exception of depression/anxiety score, which was higher in the GNE group compared to the GE group (estimate = 4.58, t(129) = 2.52, FDR = 0.051). The growth trajectory of striatal volume predicted depression scores (estimate = 0.429, 95% CI 0.15:0.71, p = .0029), where a negative slope of striatal volume over time was associated with lower depression/anxiety. CONCLUSIONS The current findings show that GE children may have lower depression/anxiety compared to their peers. Previously, we observed a unique pattern of early striatal hypertrophy and continued decrement in volume over time among GE children and adolescents. In contrast, GNE individuals largely show striatal volume growth. These findings suggest that the lower scores of depression and anxiety seen in GE children and adolescents may be associated with differential growth of the striatum.
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Affiliation(s)
- Erin E. Reasoner
- Department of PsychiatryUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
| | - Ellen van der Plas
- Department of PsychiatryUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
| | - Hend M. Al‐Kaylani
- Department of PsychiatryUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
| | - Douglas R. Langbehn
- Department of PsychiatryUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
| | - Amy L. Conrad
- Stead Family Children's Hospital at the University of IowaIowa CityIowaUSA
| | - Jordan L. Schultz
- Department of PsychiatryUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
| | - Eric A. Epping
- Department of PsychiatryUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
| | - Vincent A. Magnotta
- Department of RadiologyUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
| | - Peggy C. Nopoulos
- Department of PsychiatryUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
- Stead Family Children's Hospital at the University of IowaIowa CityIowaUSA
- Department of NeurologyUniversity of Iowa Hospital and ClinicsIowa CityIowaUSA
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Karan M, Lazar L, Leschak CJ, Galván A, Eisenberger NI, Uy JP, Dieffenbach MC, Crone EA, Telzer EH, Fuligni AJ. Giving to others and neural processing during adolescence. Dev Cogn Neurosci 2022; 56:101128. [PMID: 35759828 PMCID: PMC9249997 DOI: 10.1016/j.dcn.2022.101128] [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] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 06/13/2022] [Accepted: 06/20/2022] [Indexed: 11/25/2022] Open
Abstract
Adolescence is marked by an increased sensitivity to the social environment as youth navigate evolving relationships with family, friends, and communities. Prosocial behavior becomes more differentiated such that older adolescents increasingly give more to known others (e.g., family, friends) than to strangers. This differentiation may be linked with changes in neural processing among brain regions implicated in social decision-making. A total of 269 adolescents from 9–15 and 19–20 years of age completed a decision-making task in which they could give money to caregivers, friends, and strangers while undergoing functional magnetic resonance imaging (fMRI). Giving to caregivers and friends (at a cost to oneself) increased with age, but giving to strangers remained lower and stable across age. Brain regions implicated in cognitive control (dorsolateral and ventrolateral prefrontal cortex) showed increased blood-oxygen-level-dependent (BOLD) activation with increasing age across giving decisions to all recipients; regions associated with reward processing (ventral striatum and ventral tegmental area) showed increased activation across all ages when giving to all recipients. Brain regions associated with social cognition were either not active (dorsomedial prefrontal cortex) or showed reduced activation (temporal parietal junction and posterior superior temporal sulcus) when giving to others across all ages. Findings have implications for understanding the role of brain development in the increased complexity of social decision-making during adolescence.
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Affiliation(s)
- Maira Karan
- Department of Psychology, UCLA, Los Angeles, CA 90095, USA.
| | - Lee Lazar
- Department of Psychology, UCLA, Los Angeles, CA 90095, USA.
| | | | - Adriana Galván
- Department of Psychology, UCLA, Los Angeles, CA 90095, USA
| | | | - Jessica P Uy
- Department of Psychology, UCLA, Los Angeles, CA 90095, USA
| | | | | | - Eva H Telzer
- Department of Psychology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Andrew J Fuligni
- Jane and Terry Semel Institute for Neuroscience and Human Behavior, UCLA, 760 Westwood Plaza, Los Angeles, CA 90095, USA
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Inagaki TK, MacCormack JK, Muscatell KA. Prosocial and Positive Health Behaviors During a Period of Chronic Stress Protect Socioemotional Well-Being. AFFECTIVE SCIENCE 2022; 3:160-167. [PMID: 35072099 PMCID: PMC8761962 DOI: 10.1007/s42761-021-00095-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 11/14/2021] [Indexed: 11/25/2022]
Abstract
Behavior that helps, supports, or protects others—or prosocial behavior—has emerged as a health-relevant behavior that can promote the giver’s well-being, yet whether prosocial behavior protects against the effects of a major, ongoing chronic stressor warrants further examination. Thus, in the context of the 2020 COVID-19 pandemic, we examined whether two types of behaviors—those enacted to prevent the spread of disease to the self and others (positive health behaviors) and those enacted to promote others’ psychological and financial well-being (prosocial behaviors)—might protect well-being over time. Using a longitudinal survey method, 745 participants (Mage = 62.87 years) reported their engagement in positive health behaviors, prosocial behaviors, and socioemotional well-being (depressive symptoms, anxiety symptoms, loneliness) approximately two months into mandated lockdown orders in the USA. Three months later, participants again reported their well-being. Results showed that greater self-reported positive health behaviors (e.g., wearing a facemask, distancing from others) was related to decreased depressive symptoms over time, whereas greater self-reported prosocial behaviors (e.g., donating time or money, thanking an essential worker) was related to decreased loneliness over time. Neither behavior was related to anxiety symptoms. Together, results suggest that both doing things for the benefit of others and engaging in positive health behaviors protects well-being, even during times of chronic stress. Findings are however limited by the use of self-report measures. Future research should use experimental and behavioral approaches beyond self-report to verify findings.
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Affiliation(s)
- Tristen K. Inagaki
- Department of Psychology, College of Sciences, San Diego State University, 6505 Alvarado Ct., Suite 102, San Diego, CA 92182-4611 USA
| | | | - Keely A. Muscatell
- Department of Psychology & Neuroscience, Lineberger Comprehensive Cancer Center, Carolina Population Center, University of North Carolina-Chapel Hill, Chapel Hill, NC USA
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Pathways for engaging in prosocial behavior in adolescence. ADVANCES IN CHILD DEVELOPMENT AND BEHAVIOR 2022; 63:149-190. [DOI: 10.1016/bs.acdb.2022.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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15
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The Associations between Job Strain, Workplace PERMA Profiler, and Work Engagement. J Occup Environ Med 2021; 64:409-415. [PMID: 34873133 DOI: 10.1097/jom.0000000000002455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Our purpose was to examine the relationship between job strain, work engagement, and the dimensions of well-being according to the Workplace PERMA (Positive Emotion, Engagement, Relationships, Meaning, Accomplishment) model. METHODS 310 workers completed a web-based questionnaire, namely, the Brief Job Stress Questionnaire, Utrecht Work Engagement Scale, and the Workplace PERMA Profiler. Regression analyses were conducted on well-being and each scale of job strain, including job demands, job control, supervisor support and co-worker support. RESULTS Job control, supervisor support, and co-worker support were significantly correlated with the scores of five dimensions, and Happiness of the PERMA Profiler (except for between supervisor support and Accomplishment). Job demands was only significantly correlated with Engagement and Meaning. CONCLUSIONS All well-being dimensions were commonly influenced by job control and workplace support, while Engagement and Meaning were also facilitated by challenging job demands.
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Holt-Gosselin B, Keller AS, Chesnut M, Ling R, Grisanzio KA, Williams LM. Greater baseline connectivity of the salience and negative affect circuits are associated with natural improvements in anxiety over time in untreated participants. J Affect Disord 2021; 295:366-376. [PMID: 34492429 DOI: 10.1016/j.jad.2021.08.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 08/18/2021] [Accepted: 08/20/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND There is limited research examining the natural trajectories of depression and anxiety, how these trajectories relate to baseline neural circuit function, and how symptom trajectory-circuit relationships are impacted by engagement in lifestyle activities including exercise, hobbies, and social interactions. To address these gaps, we assessed these relations over three months in untreated participants. METHODS 262 adults (59.5% female, mean age 35) with symptoms of anxiety and depression, untreated with pharmacotherapy or behavioral therapy, completed the DASS-42, WHOQOL, and custom surveys at baseline and follow-up to assess symptoms, psychosocial function, and lifestyle activity engagement. At baseline, participants underwent fMRI under task-free and task-evoked conditions. We quantified six circuits implicated in these symptoms: default mode, salience, negative and positive affect, attention, and cognitive control. RESULTS From baseline to 3 months, some participants demonstrated a natural improvement in anxiety (24%) and depression (26%) symptoms. Greater baseline salience circuit connectivity (pFDR=0.045), specifically between the left and right insula (pFDR=0.045), and greater negative affect circuit connectivity elicited by sad faces (pFDR=0.030) were associated with anxiety symptom improvement. While engagement in lifestyle activities were not associated with anxiety improvements, engagement in hobbies moderated the association between negative affect circuit connectivity and anxiety symptom improvement (p = 0.048). LIMITATIONS The observational design limits causal inference. CONCLUSIONS Our findings highlight the role of the salience and negative affect circuits as potential circuit markers of natural anxiety symptom improvements over time. Future studies that identify biomarkers associated with symptom improvements are critical for the development of personalized treatment targets.
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Affiliation(s)
- Bailey Holt-Gosselin
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States; Interdepartmental Neuroscience Graduate Program, Yale University, New Haven, CT, United States
| | - Arielle S Keller
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States; Neurosciences PhD Program, Stanford University, Stanford CA, United States
| | - Megan Chesnut
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States
| | - Ruth Ling
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States
| | - Katherine A Grisanzio
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States
| | - Leanne M Williams
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States; Mental Illness Research, Education and Clinical Center, Palo Alto VA Healthcare System, Palo Alto, CA, United States.
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Galván A. Adolescent Brain Development and Contextual Influences: A Decade in Review. JOURNAL OF RESEARCH ON ADOLESCENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR RESEARCH ON ADOLESCENCE 2021; 31:843-869. [PMID: 34820955 DOI: 10.1111/jora.12687] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Adolescence is a developmental period characterized by substantial psychological, biological, and neurobiological changes. This review discusses the past decade of research on the adolescent brain, as based on the overarching framework that development is a dynamic process both within the individual and between the individual and external inputs. As such, this review focuses on research showing that the development of the brain is influenced by multiple ongoing and dynamic elements. It highlights the implications this body of work on behavioral development and offers areas of opportunity for future research in the coming decade.
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Luo Y, Zhang X, Jiang H, Chen X. The neural habituation to hedonic and eudaimonic rewards: Evidence from reward positivity. Psychophysiology 2021; 59:e13977. [PMID: 34846754 DOI: 10.1111/psyp.13977] [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: 06/24/2021] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 11/27/2022]
Abstract
Rewards play an important role in people's well-being. However, the mechanisms underlying neural habituation to hedonic rewards (attainment of pleasure) and eudaimonic rewards (attainment of meaning and self-realization) and their implications for longitudinal changes in well-being remain unknown. By operationalizing hedonic rewards as "winning money for oneself" and eudaimonic rewards as "winning money for a charity", 78 participants (41 women, aged from 17 to 24 years) completed a revised monetary gambling task during event-related potential (ERP) recording. Subsequently, the participants' well-being was measured after one year. The results showed that the reward positivity (RewP) effect readily decreased as the hedonic rewards were repeated, whereas the RewP effect in response to eudaimonic rewards was relatively sustained over time. Moreover, the declining RewP effect for repeated eudaimonic rewards was marginally positively associated with longitudinal decreases in well-being. These findings demonstrate at the neural level that sensitivity to repeated hedonic rewards is more prone to decrease than sensitivity to repeated eudaimonic rewards, and sustained eudaimonic reward sensitivity in the short term has greater implications for changes in well-being in the long term.
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Affiliation(s)
- Yangmei Luo
- School of Psychology, Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, Shaanxi Key Research Center of Child Mental and Behavioral Health, Shaanxi Normal University, Xi'an, China
| | - Xi Zhang
- School of Psychology, Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, Shaanxi Key Research Center of Child Mental and Behavioral Health, Shaanxi Normal University, Xi'an, China
| | - Hongda Jiang
- School of Psychology, Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, Shaanxi Key Research Center of Child Mental and Behavioral Health, Shaanxi Normal University, Xi'an, China
| | - Xuhai Chen
- School of Psychology, Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, Shaanxi Key Research Center of Child Mental and Behavioral Health, Shaanxi Normal University, Xi'an, China
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MicroRNA Regulates Early-Life Stress–Induced Depressive Behavior via Serotonin Signaling in a Sex-Dependent Manner in the Prefrontal Cortex of Rats. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2021; 1:180-189. [PMID: 36325302 PMCID: PMC9616342 DOI: 10.1016/j.bpsgos.2021.05.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 05/06/2021] [Accepted: 05/23/2021] [Indexed: 01/01/2023] Open
Abstract
Background The underlying neurobiology of early-life stress (ELS)-induced major depressive disorder is not clearly understood. Methods In this study, we used maternal separation (MS) as a rodent model of ELS and tested whether microRNAs (miRNAs) target serotonin genes to regulate ELS-induced depression-like behavior and whether this effect is sex dependent. We also examined whether environmental enrichment prevents susceptibility to depression- and anxiety-like behavior following MS and whether enrichment effects are mediated through serotonin genes and their corresponding miRNAs. Results MS decreased sucrose preference, which was reversed by enrichment. Males also exhibited greater changes in forced swim climbing and escape latency tests only following enrichment. Slc6a4 and Htr1a were upregulated in the frontal cortex following MS. In male MS rats, enrichment slightly reversed Htr1a expression to levels similar to control rats. miR-200a-3p and miR-322-5p, which target SLC6A4, were decreased by MS, but not significantly. An HTR1A-targeting miRNA, miR-320-5p, was also downregulated by MS and showed slight reversal by enrichment in male animals. miR-320-5p targeting of Htr1a was validated in vitro using SHSY neuroblastoma cell lines. Conclusions Altogether, this study implicates miRNA interaction with the serotonin pathway in ELS-induced susceptibility to depression-related reward deficits. Furthermore, because of its recovery by enrichment in males, miR-320 may represent a viable sex-specific target for reward-related deficits in major depressive disorder.
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20
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Korucuoglu O, Harms MP, Kennedy JT, Golosheykin S, Astafiev SV, Barch DM, Anokhin AP. Adolescent Decision-Making Under Risk: Neural Correlates and Sex Differences. Cereb Cortex 2021; 30:2690-2706. [PMID: 31828300 DOI: 10.1093/cercor/bhz269] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
An increased propensity for risk taking is a hallmark of adolescent behavior with significant health and social consequences. Here, we elucidated cortical and subcortical regions associated with risky and risk-averse decisions and outcome evaluation using the Balloon Analog Risk Task in a large sample of adolescents (n = 256, 56% female, age 14 ± 0.6), including the level of risk as a parametric modulator. We also identified sex differences in neural activity. Risky decisions engaged regions that are parts of the salience, dorsal attention, and frontoparietal networks, but only the insula was sensitive to increasing risks in parametric analyses. During risk-averse decisions, the same networks covaried with parametric levels of risk. The dorsal striatum was engaged by both risky and risk-averse decisions, but was not sensitive to escalating risk. Negative-outcome processing showed greater activations than positive-outcome processing. Insula, lateral orbitofrontal cortex, middle, rostral, and superior frontal areas, rostral and caudal anterior cingulate cortex were activated only by negative outcomes, with a subset of regions associated with negative outcomes showing greater activation in females. Taken together, these results suggest that safe decisions are predicted by more accurate neural representation of increasing risk levels, whereas reward-related processes play a relatively minor role.
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Affiliation(s)
- Ozlem Korucuoglu
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Michael P Harms
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - James T Kennedy
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Semyon Golosheykin
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Serguei V Astafiev
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Deanna M Barch
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA.,Department of Psychological & Brain Sciences, Washington University, 1 Brookings Drive, St. Louis, MO, 63130, USA
| | - Andrey P Anokhin
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA
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21
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Hu W, Liu Y, Li J, Zhao X, Yang J. Early life stress moderated the influence of reward anticipation on acute psychosocial stress responses. Psychophysiology 2021; 58:e13892. [PMID: 34216019 DOI: 10.1111/psyp.13892] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 04/17/2021] [Accepted: 06/01/2021] [Indexed: 11/30/2022]
Abstract
Recent studies suggest that reward anticipation decreases individuals' acute stress responses. However, individuals who have experienced early life stress (ELS) may have a blunted capacity for reward anticipation, which reduces its buffering effect on psychosocial stress responses. To investigate this phenomenon, 66 young adults completed the Trier Social Stress Test following a reward anticipation task, and their ELS levels were measured using the Childhood Trauma Questionnaire (CTQ). Meanwhile, the current study collected biological and psychological measures of stress by analysing cortisol levels, heart rates, heart rate variability (HRV) as well as subjective stress levels, in response to the Trier Social Stress test. Results showed that reward anticipation successfully decreased acute stress responses in general, and it also improved participants' HRV. However, this effect was more evident in individuals with low ELS than those with high ELS. These findings help us deepen understanding of the role of reward anticipation in fostering resilience under stress and the potentially important implications for individuals who have been exposed to ELS are also discussed.
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Affiliation(s)
- Weiyu Hu
- Faculty of Psychology, Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China
| | - Yadong Liu
- Faculty of Psychology, Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China
| | - Jiwen Li
- Faculty of Psychology, Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China
| | - Xiaolin Zhao
- Faculty of Psychology, Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China
| | - Juan Yang
- Faculty of Psychology, Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China
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22
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23
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Waselewski E, Waselewski M, Harper C, Dickey S, Bell SA, Chang T. Perspectives of US Youth During Initial Month of the COVID-19 Pandemic. Ann Fam Med 2021; 19:141-147. [PMID: 33397686 PMCID: PMC7939715 DOI: 10.1370/afm.2642] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 08/27/2020] [Accepted: 09/02/2020] [Indexed: 12/30/2022] Open
Abstract
PURPOSE Asymptomatic youth in the United States acting as "silent spreaders" during the coronavirus disease 2019 (COVID-19) pandemic are an ongoing public health concern, particularly given their depiction as unengaged with recommendations. Our goal was to understand the knowledge, beliefs, and experiences of US youth at the onset of the COVID-19 pandemic. METHODS We posed 2 open-ended surveys to the national MyVoice text message cohort of youth, aged 14-24 years. On March 6, 2020, 4 questions were asked regarding knowledge and experiences during the COVID-19 pandemic with 3 questions repeated on March 20, 2020. Qualitative responses were coded using thematic analysis and summarized with descriptive statistics. RESULTS Of 1,174 youth, 1,087 responded to at least 1 question (response rate of 88%). The average age of respondents was 19 (SD 2.8) years with 52% female and 56% non-Hispanic White respondents. On March 6, 2020, most (70%) respondents reported knowing about COVID-19 and primarily cited the news (46%) as their source of information. Nearly all (95%) respondents reported impact by March 20, 2020, and respondents expressing worry increased from 25% to 51%. In both surveys, worried youth primarily cited concern for others (26% and 34%). Regarding preparation, respondents primarily reported doing nothing (36%) on March 6, 2020, and practicing social distancing (50%) on March 20, 2020. CONCLUSIONS Many youths in our sample are engaged with the COVID-19 pandemic and most are feeling knowledgeable, are concerned about its impacts on others, and are practicing social distancing. Sustained public health efforts should focus on maintaining youth engagement with accurate public information and youth-centered messaging promoting prevention measures to protect the health and well-being of youth and their friends and family.
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Affiliation(s)
- Eric Waselewski
- University of Michigan Department of Internal Medicine, Ann Arbor, Michigan
| | - Marika Waselewski
- University of Michigan Department of Family Medicine, Ann Arbor, Michigan
| | | | - Sarah Dickey
- University of Michigan School of Nursing, Ann Arbor, Michigan
| | - Sue Anne Bell
- University of Michigan School of Nursing, Ann Arbor, Michigan
- University of Michigan Institute for Healthcare Policy and Innovation, Ann Arbor, Michigan
| | - Tammy Chang
- University of Michigan Department of Family Medicine, Ann Arbor, Michigan
- University of Michigan Institute for Healthcare Policy and Innovation, Ann Arbor, Michigan
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24
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Nielson DM, Keren H, O'Callaghan G, Jackson SM, Douka I, Vidal-Ribas P, Pornpattananangkul N, Camp CC, Gorham LS, Wei C, Kirwan S, Zheng CY, Stringaris A. Great Expectations: A Critical Review of and Suggestions for the Study of Reward Processing as a Cause and Predictor of Depression. Biol Psychiatry 2021; 89:134-143. [PMID: 32797941 PMCID: PMC10726343 DOI: 10.1016/j.biopsych.2020.06.012] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 05/20/2020] [Accepted: 06/10/2020] [Indexed: 10/24/2022]
Abstract
Both human and animal studies support the relationship between depression and reward processing abnormalities, giving rise to the expectation that neural signals of these processes may serve as biomarkers or mechanistic treatment targets. Given the great promise of this research line, we scrutinized those findings and the theoretical claims that underlie them. To achieve this, we applied the framework provided by classical work on causality as well as contemporary approaches to prediction. We identified a number of conceptual, practical, and analytical challenges to this line of research and used a preregistered meta-analysis to quantify the longitudinal associations between reward processing abnormalities and depression. We also investigated the impact of measurement error on reported data. We found that reward processing abnormalities do not reach levels that would be useful for clinical prediction, yet the available evidence does not preclude a possible causal role in depression.
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Affiliation(s)
- Dylan M Nielson
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Hanna Keren
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Georgia O'Callaghan
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Sarah M Jackson
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Ioanna Douka
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Pablo Vidal-Ribas
- Social and Behavioral Science Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland
| | | | - Christopher C Camp
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Lisa S Gorham
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Christine Wei
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Stuart Kirwan
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Charles Y Zheng
- Machine Learning Team, Functional Magnetic Resonance Imaging Facility, National Institutes of Health, Bethesda, Maryland
| | - Argyris Stringaris
- Section on Clinical and Computational Psychiatry (CompΨ), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland.
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Kohrt BA, Ottman K, Panter-Brick C, Konner M, Patel V. Why we heal: The evolution of psychological healing and implications for global mental health. Clin Psychol Rev 2020; 82:101920. [PMID: 33126037 DOI: 10.1016/j.cpr.2020.101920] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 09/02/2020] [Accepted: 09/13/2020] [Indexed: 01/10/2023]
Abstract
Why do humans heal one another? Evolutionary psychology has advanced our understanding of why humans suffer psychological distress and mental illness. However, to date, the evolutionary origins of what drives humans to alleviate the suffering of others has received limited attention. Therefore, we draw upon evolutionary theory to assess why humans psychologically support one another, focusing on the interpersonal regulation of emotions that shapes how humans heal and console one another when in psychosocial distress. To understand why we engage in psychological healing, we review the evolution of cooperation among social species and the roles of emotional contagion, empathy, and self-regulation. We discuss key aspects of human biocultural evolution that have contributed to healing behaviors: symbolic logic including language, complex social networks, and the long period of childhood that necessitates identifying and responding to others in distress. However, both biological and cultural evolution also have led to social context when empathy and consoling are impeded. Ultimately, by understanding the evolutionary processes shaping why humans psychologically do or do not heal one another, we can improve our current approaches in global mental health and uncover new opportunities to improve the treatment of mental illness across cultures and context around the world.
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Affiliation(s)
- Brandon A Kohrt
- Division of Global Mental Health, Department of Psychiatry and Behavioral Sciences, George Washington University, Washington, DC, USA.
| | - Katherine Ottman
- Division of Global Mental Health, Department of Psychiatry and Behavioral Sciences, George Washington University, Washington, DC, USA
| | - Catherine Panter-Brick
- Jackson Institute of Global Affairs, Yale University, New Haven, and Department of Anthropology, Yale University, New Haven, USA
| | - Melvin Konner
- Department of Anthropology, Emory University, Atlanta, USA
| | - Vikram Patel
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, and Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Harvard University, Boston, USA
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Crone EA, Achterberg M, Dobbelaar S, Euser S, van den Bulk B, der Meulen MV, van Drunen L, Wierenga LM, Bakermans-Kranenburg MJ, van IJzendoorn MH. Neural and behavioral signatures of social evaluation and adaptation in childhood and adolescence: The Leiden consortium on individual development (L-CID). Dev Cogn Neurosci 2020; 45:100805. [PMID: 33040969 PMCID: PMC7390777 DOI: 10.1016/j.dcn.2020.100805] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Revised: 06/04/2020] [Accepted: 06/08/2020] [Indexed: 12/31/2022] Open
Abstract
The transition period between early childhood and late adolescence is characterized by pronounced changes in social competence, or the capacity for flexible social adaptation. Here, we propose that two processes, self-control and prosociality, are crucial for social adaptation following social evaluation. We present a neurobehavioral model showing commonalities in neural responses to experiences of social acceptance and rejection, and multiple pathways for responding to social context. The Leiden Consortium on Individual Development (L-CID) provides a comprehensive approach towards understanding the longitudinal developmental pathways of, and social enrichment effects on, social competence, taking into account potential differential effects of such enrichment. Using Neurosynth based brain maps we point towards the medial prefrontal cortex as an important region integrating social cognition, self-referential processing and self-control for learning to respond flexibly to changing social contexts. Based on their role in social evaluation processing, we suggest to examine medial prefrontal cortex connections with lateral prefrontal cortex and the ventral striatum as potential neural differential susceptibility markers, in addition to previously established markers of differential susceptibility.
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Affiliation(s)
- Eveline A Crone
- Institute of Psychology, Leiden University, The Netherlands; Leiden Institute for Brain and Cognition, Leiden University, The Netherlands; Department of Psychology, Education and Child Studies, Erasmus University, The Netherlands.
| | - Michelle Achterberg
- Institute of Psychology, Leiden University, The Netherlands; Leiden Institute for Brain and Cognition, Leiden University, The Netherlands; Department of Psychology, Education and Child Studies, Erasmus University, The Netherlands
| | - Simone Dobbelaar
- Institute of Psychology, Leiden University, The Netherlands; Leiden Institute for Brain and Cognition, Leiden University, The Netherlands; Department of Psychology, Education and Child Studies, Erasmus University, The Netherlands
| | - Saskia Euser
- Institute of Psychology, Leiden University, The Netherlands; Leiden Institute for Brain and Cognition, Leiden University, The Netherlands
| | - Bianca van den Bulk
- Institute of Psychology, Leiden University, The Netherlands; Leiden Institute for Brain and Cognition, Leiden University, The Netherlands
| | - Mara van der Meulen
- Institute of Psychology, Leiden University, The Netherlands; Leiden Institute for Brain and Cognition, Leiden University, The Netherlands
| | - Lina van Drunen
- Institute of Psychology, Leiden University, The Netherlands; Leiden Institute for Brain and Cognition, Leiden University, The Netherlands; Department of Psychology, Education and Child Studies, Erasmus University, The Netherlands
| | - Lara M Wierenga
- Institute of Psychology, Leiden University, The Netherlands; Leiden Institute for Brain and Cognition, Leiden University, The Netherlands
| | - Marian J Bakermans-Kranenburg
- Leiden Institute for Brain and Cognition, Leiden University, The Netherlands; Department of Clinical Child and Family Studies, VU Amsterdam, The Netherlands
| | - Marinus H van IJzendoorn
- Department of Psychology, Education and Child Studies, Erasmus University, The Netherlands; School of Clinical Medicine, University of Cambridge, United Kingdom
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Inagaki TK, Brietzke S, Meyer ML. The Resting Brain Sets Support-Giving in Motion: Dorsomedial Prefrontal Cortex Activity During Momentary Rest Primes Supportive Responding. Cereb Cortex Commun 2020; 1:tgaa081. [PMID: 34296139 PMCID: PMC8152835 DOI: 10.1093/texcom/tgaa081] [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: 09/28/2020] [Revised: 10/27/2020] [Accepted: 10/28/2020] [Indexed: 01/10/2023] Open
Abstract
Humans give support, care, and assistance to others on a daily basis. However, the brain mechanisms that set such supportive behavior in motion are unknown. Based on previous findings demonstrating that activity in a portion of the brain’s default network—the dorsomedial prefrontal cortex (DMPFC)—during brief rest primes social thinking and behavior, momentary fluctuations in this brain region at rest may prime supportive responding. To test this hypothesis, 26 participants underwent functional magnetic resonance imaging (fMRI) while they alternated between deciding whether to give support to a close other in financial need, receive support for themselves, and make arbitrary decisions unrelated to support. Decisions were interleaved with brief periods of rest. Results showed that, within participants, spontaneous activity in the DMPFC during momentary periods of rest primed supportive-responding: greater activity in this region at the onset of a brief period of rest predicted, on a trial-by-trial basis, faster decisions to give support to the close other. Thus, activating the DMPFC as soon as our minds are free from external demands to attention may help individuals “default” to support-giving. Implications for understanding the prosocial functions of the resting brain are discussed.
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Affiliation(s)
- Tristen K Inagaki
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | - Sasha Brietzke
- Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH 03755, USA
| | - Meghan L Meyer
- Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH 03755, USA
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Tabibnia G. An affective neuroscience model of boosting resilience in adults. Neurosci Biobehav Rev 2020; 115:321-350. [DOI: 10.1016/j.neubiorev.2020.05.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 05/09/2020] [Accepted: 05/10/2020] [Indexed: 12/11/2022]
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29
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Fuligni AJ. Is There Inequality in What Adolescents Can Give as Well as Receive? CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE 2020; 29:405-411. [PMID: 33758477 DOI: 10.1177/0963721420917738] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Adolescents have a fundamental need to contribute to other people, social groups, and the larger society. Giving support and resources to others assists canonical developmental tasks such as autonomy and identity and is beneficial for psychological and physical health. As with the resources received by youth, inequalities according to well-known social gradients likely exist in the opportunity for adolescents to make meaningful contributions to their social world. Greater attention to inequalities in the opportunities for adolescents to give as well as receive could reveal underappreciated but significant ways in which the development of youth from marginalized groups may be comprised.
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Affiliation(s)
- Andrew J Fuligni
- Jane & Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, 760 Westwood Plaza, Box 62, Los Angeles, CA 90024
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The joy of obligation: Human cultural worldviews can enhance the rewards of meeting obligations. Behav Brain Sci 2020; 43:e63. [PMID: 32349825 DOI: 10.1017/s0140525x19002607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Is it particularly human to feel coerced into fulfilling moral obligations, or is it particularly human to enjoy them? I argue for the importance of taking into account how culture promotes prosocial behavior, discussing how Confucian heritage culture enhances the satisfaction of meeting one's obligations.
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Koshiyama D, Kirihara K, Usui K, Tada M, Fujioka M, Morita S, Kawakami S, Yamagishi M, Sakurada H, Sakakibara E, Satomura Y, Okada N, Kondo S, Araki T, Jinde S, Kasai K. Resting-state EEG beta band power predicts quality of life outcomes in patients with depressive disorders: A longitudinal investigation. J Affect Disord 2020; 265:416-422. [PMID: 32090768 DOI: 10.1016/j.jad.2020.01.030] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Revised: 11/23/2019] [Accepted: 01/05/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Quality of life is severely impaired in patients with depressive disorders. Previous studies have focused on biomarkers predicting depressive symptomatology; however, studies investigating biomarkers predicting quality of life outcomes are limited. Improving quality of life is important because it is related not only to mental health but also to physical health. We need to develop a biomarker related to quality of life as a therapeutic target for patients with depressive disorders. Resting-state electroencephalography (EEG) is easy to record in clinical settings. The index of bandwidth spectral power predicts treatment response in depressive disorders and thus may be a candidate biomarker. However, no longitudinal studies have investigated whether EEG-recorded power could predict quality of life outcomes in patients with depressive disorders. METHODS The resting-state EEG-recorded bandwidth spectral power at baseline and the World Health Organization Quality of Life (QOL)-26 scores at 3-year follow-up were measured in 44 patients with depressive disorders. RESULTS The high beta band power (20-30 Hz) at baseline significantly predicted QOL at the 3-year follow-up after considering depressive symptoms and medication effects in a longitudinal investigation in patients with depressive disorders (β = 0.38, p = 0.01). LIMITATIONS We did not have healthy subjects as a comparison group in this study. CONCLUSIONS Our findings suggest that resting-state beta activity has the potential to be a useful biomarker for predicting future quality of life outcomes in patients with depressive disorders.
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Affiliation(s)
- Daisuke Koshiyama
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kenji Kirihara
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kaori Usui
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Mariko Tada
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; The International Research Center for Neurointelligence (WPI-IRCN) at The University of Tokyo Institutes for Advanced Study (UTIAS), The University of Tokyo, Tokyo, Japan
| | - Mao Fujioka
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Susumu Morita
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Shintaro Kawakami
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Mika Yamagishi
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hanako Sakurada
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Eisuke Sakakibara
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yoshihiro Satomura
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Naohiro Okada
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; The International Research Center for Neurointelligence (WPI-IRCN) at The University of Tokyo Institutes for Advanced Study (UTIAS), The University of Tokyo, Tokyo, Japan
| | - Shinsuke Kondo
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tsuyoshi Araki
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seichiro Jinde
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kiyoto Kasai
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; The International Research Center for Neurointelligence (WPI-IRCN) at The University of Tokyo Institutes for Advanced Study (UTIAS), The University of Tokyo, Tokyo, Japan.
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Scult MA, Knodt AR, Radtke SR, Brigidi BD, Hariri AR. Prefrontal Executive Control Rescues Risk for Anxiety Associated with High Threat and Low Reward Brain Function. Cereb Cortex 2020; 29:70-76. [PMID: 29161340 DOI: 10.1093/cercor/bhx304] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Accepted: 10/19/2017] [Indexed: 01/06/2023] Open
Abstract
Compared with neural biomarkers of risk for mental illness, little is known about biomarkers of resilience. We explore if greater executive control-related prefrontal activity may function as a resilience biomarker by "rescuing" risk associated with higher threat-related amygdala and lower reward-related ventral striatum activity. Functional MRI was used to assay baseline threat-related amygdala, reward-related ventral striatum, and executive control-related prefrontal activity in 120 young adult volunteers. Participants provided self-reported mood and anxiety ratings at baseline and follow-up. A moderation model revealed a significant three-way interaction wherein higher amygdala and lower ventral striatum activity predicted increases in anxiety in those with average or low but not high prefrontal activity. This effect was specific to anxiety, with the neural biomarkers explaining ~10% of the variance in change over time, above and beyond baseline symptoms, sex, age, IQ, presence or absence of DMS-IV diagnosis, and both early and recent stress. Our findings are consistent with the importance of top-down executive control in adaptive regulation of negative emotions, and highlight a unique combination of neural biomarkers that may identify at-risk individuals for whom the adoption of strategies to improve executive control of negative emotions may prove particularly beneficial.
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Affiliation(s)
- Matthew A Scult
- Laboratory of NeuroGenetics, Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
| | - Annchen R Knodt
- Laboratory of NeuroGenetics, Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
| | - Spenser R Radtke
- Laboratory of NeuroGenetics, Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
| | - Bartholomew D Brigidi
- Laboratory of NeuroGenetics, Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
| | - Ahmad R Hariri
- Laboratory of NeuroGenetics, Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
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Do KT, McCormick EM, Telzer EH. The neural development of prosocial behavior from childhood to adolescence. Soc Cogn Affect Neurosci 2020; 14:129-139. [PMID: 30608610 PMCID: PMC6382927 DOI: 10.1093/scan/nsy117] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 10/15/2018] [Accepted: 12/21/2018] [Indexed: 11/14/2022] Open
Abstract
The transition from childhood to adolescence is marked by increasingly sophisticated social cognitive abilities that are paralleled by significant functional maturation of the brain. However, the role of social and neurobiological development in facilitating age differences in prosocial behavior remains unclear. Using a cross-sectional sample of children and adolescents (n = 51; 8–16 years), we examined the age-related correlates of prosocial behavior. Youth made costly and non-costly prosocial decisions to anonymous peers during a functional magnetic resonance imaging scan. Among a subsample of youth who made prosocial decisions (n = 35), we found quadratic age differences in neural activation that peaked in early adolescence relative to childhood and older adolescence. In particular, early adolescents showed heightened recruitment of the posterior superior temporal sulcus (pSTS), temporal pole and inferior frontal gyrus (IFG) when engaging in costly prosocial behavior at the expense of gaining a reward, whereas they evoked heightened pSTS and dorsolateral prefrontal cortex/IFG activation when engaging in costly vs non-costly forms of prosocial behavior. Given that we did not find age differences in prosocial behavior, this suggests that early adolescents show unique patterns of brain activation to inform similar levels of prosocial behavior.
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Affiliation(s)
- Kathy T Do
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC, USA
| | - Ethan M McCormick
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC, USA
| | - Eva H Telzer
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC, USA
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Abstract
Research has demonstrated that adolescence is an important time for self- and other-oriented development that underlies many skills vital for becoming a contributing member of society with healthy intergroup relations. It is often assumed that these two processes, thinking about self and thinking about others, are pitted against each other when adolescents engage in social decision making such as giving or sharing. Recent evidence from social neuroscience, however, does not support this notion of conflicting motives, suggesting instead that thinking about self and others relies on a common network of social-affective brain regions, with the medial prefrontal cortex playing a central role in the integration of perspectives related to self and others. Here, we argue that self- and other-oriented thinking are intertwined processes that rely on an overlapping neural network. Adolescents’ motivation to contribute to society can be fostered most when self- and other-oriented motives align.
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Affiliation(s)
- Eveline A. Crone
- Department of Developmental Psychology, Leiden University, 2311 EZ Leiden, The Netherlands
| | - Andrew J. Fuligni
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, California 90024, USA
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Cummings JR, Mamtora T, Tomiyama AJ. Non-food rewards and highly processed food intake in everyday life. Appetite 2019; 142:104355. [PMID: 31291596 DOI: 10.1016/j.appet.2019.104355] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 06/28/2019] [Accepted: 07/06/2019] [Indexed: 11/20/2022]
Abstract
Reducing intake of highly processed, energy-dense food may prevent chronic disease. One proposed intervention strategy for reducing intake of these foods is to increase non-food reward experiences (e.g., music, socializing, art) in their place. However, research supporting this strategy has yet to establish temporal order between non-food reward experiences and highly processed food intake, and has yet to test mediators. The current study sought to build upon this literature with an ambulatory electronic diary study wherein the time-specific associations between non-food reward experiences and highly processed food intake were observed. A sample of 84 young adults reported on multiple types of non-food reward experiences and highly processed food intake hourly for two weekdays and two weekend days through an application on their personal electronic devices. Time-lagged analysis was employed to predict the odds of highly processed food intake in the following hour from non-food rewards experienced in the current hour. Secondary (e.g., receiving positive social feedback) and hedonic (e.g., viewing pleasant images) non-food reward experiences in the current hour predicted greater instead of lower odds of highly processed food intake in the following hour. These associations were mediated by increased subjective pleasure. Purely eudaimonic (e.g., affirming values), social (e.g., cooperating with others), and primary (e.g., having sex) reward experiences generally did not predict odds of highly processed food intake in the following hour. These results suggest that-at least for young adults-many non-food reward experiences may fail to reduce highly processed food intake, and some may even backfire. A different intervention strategy targeting reward processes implicated in highly processed food intake (e.g., interfering with conditioned learned associations) may prove a more promising avenue for improving physical health.
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Affiliation(s)
- Jenna R Cummings
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Los Angeles, CA, 90095, USA.
| | - Tanvi Mamtora
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Los Angeles, CA, 90095, USA
| | - A Janet Tomiyama
- Department of Psychology, University of California, Los Angeles, 1285 Franz Hall, Los Angeles, CA, 90095, USA
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Quarmley ME, Nelson BD, Clarkson T, White LK, Jarcho JM. I Knew You Weren't Going to Like Me! Neural Response to Accurately Predicting Rejection Is Associated With Anxiety and Depression. Front Behav Neurosci 2019; 13:219. [PMID: 31632249 PMCID: PMC6783491 DOI: 10.3389/fnbeh.2019.00219] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 09/05/2019] [Indexed: 11/18/2022] Open
Abstract
Anxiety and depression often emerge in adolescence. A normative increase in the desire for peer acceptance may be one of many contributing factors. These shifts occur during a phase of development in which neural reward networks, including structures such as the ventral striatum, undergo critical changes. Despite the salience of peer feedback during adolescence, neural responses to reward have largely been examined in the monetary domain, leaving many open questions about responses to social rewards. Moreover, most paradigms do not tease apart different aspects of reward processing (e.g., receiving feedback, being correct). Anxiety and depression are also associated with alterations in reward networks; however, little is known about how anxiety and depression in adolescence relate to differences in social vs. non-social reward processing. In this study, adolescents (n = 28) underwent fMRI while completing novel monetary and social feedback tasks, which tease apart reward domain (social/monetary), valence (positive/negative), and outcome (correct/incorrect). Participants were shown a pair of stimuli (doors/age-matched peers) and asked to indicate which stimulus would provide positive (win money/social like) or negative (lose money/social dislike) feedback. Participants then received feedback about the purported accuracy of their response. Region-of-interest analyses showed that left ventral striatum response varied by domain (social/monetary), valence (positive/negative), and outcome (correct/incorrect) of reward. Additionally, unique associations between anxiety, depression, and brain function were observed for correct, but not for incorrect trials, in the social, but not monetary task. Specifically, adolescents with high anxiety symptoms, but low depression, displayed greater left ventral striatum activation when correctly identifying peers who gave dislike (vs. like) feedback. Thus, anxious youth exhibited enhanced activation in a brain region implicated in reward processing when they accurately predicted someone was going to dislike them. Higher levels of both depression and anxiety symptoms were associated with greater striatal activation to correctly identifying peers who gave like (vs. dislike) feedback. These results suggest a neural mechanism by which negative prediction biases may be reinforced in anxious youth.
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Affiliation(s)
- Megan E Quarmley
- Department of Psychology, Temple University, Philadelphia, PA, United States
| | - Brady D Nelson
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Tessa Clarkson
- Department of Psychology, Temple University, Philadelphia, PA, United States
| | - Lauren K White
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Johanna M Jarcho
- Department of Psychology, Temple University, Philadelphia, PA, United States
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Toenders YJ, van Velzen LS, Heideman IZ, Harrison BJ, Davey CG, Schmaal L. Neuroimaging predictors of onset and course of depression in childhood and adolescence: A systematic review of longitudinal studies. Dev Cogn Neurosci 2019; 39:100700. [PMID: 31426010 PMCID: PMC6969367 DOI: 10.1016/j.dcn.2019.100700] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 08/05/2019] [Accepted: 08/05/2019] [Indexed: 11/24/2022] Open
Abstract
Major depressive disorder (MDD) often emerges during adolescence with detrimental effects on development as well as lifetime consequences. Identifying neurobiological markers that are associated with the onset or course of this disorder in childhood and adolescence is important for early recognition and intervention and, potentially, for the prevention of illness onset. In this systematic review, 68 longitudinal neuroimaging studies, from 34 unique samples, that examined the association of neuroimaging markers with onset or changes in paediatric depression published up to 1 February 2019 were examined. These studies employed different imaging modalities at baseline; structural magnetic resonance imaging (MRI), diffusion tensor imaging (DTI), functional MRI (fMRI) or electroencephalography (EEG). Most consistent evidence across studies was found for blunted reward-related (striatal) activity (fMRI and EEG) as a potential biological marker for both MDD onset and course. With regard to structural brain measures, the results were highly inconsistent, likely caused by insufficient power to detect complex mediating effects of genetic and environmental factors in small sample sizes. Overall, there were a limited number of samples, and confounding factors such as sex and pubertal development were often not considered, whereas these factors are likely to be relevant especially in this age range.
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Affiliation(s)
- Yara J Toenders
- Orygen, The National Centre of Excellence in Youth Mental Health, 35 Poplar Road, Parkville, Victoria 3052, Australia; Centre for Youth Mental Health, The University of Melbourne, 35 Poplar Road, Parkville, Victoria 3052, Australia
| | - Laura S van Velzen
- Orygen, The National Centre of Excellence in Youth Mental Health, 35 Poplar Road, Parkville, Victoria 3052, Australia; Centre for Youth Mental Health, The University of Melbourne, 35 Poplar Road, Parkville, Victoria 3052, Australia
| | - Ivonne Z Heideman
- Orygen, The National Centre of Excellence in Youth Mental Health, 35 Poplar Road, Parkville, Victoria 3052, Australia
| | - Ben J Harrison
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne & Melbourne Health, Level 3, Alan Gilbert Building, 161 Barry St, Carlton, Victoria 3053, Australia
| | - Christopher G Davey
- Orygen, The National Centre of Excellence in Youth Mental Health, 35 Poplar Road, Parkville, Victoria 3052, Australia; Centre for Youth Mental Health, The University of Melbourne, 35 Poplar Road, Parkville, Victoria 3052, Australia
| | - Lianne Schmaal
- Orygen, The National Centre of Excellence in Youth Mental Health, 35 Poplar Road, Parkville, Victoria 3052, Australia; Centre for Youth Mental Health, The University of Melbourne, 35 Poplar Road, Parkville, Victoria 3052, Australia.
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Eckstrand KL, Flores LE, Cross M, Silk JS, Allen NB, Healey KL, Marshal MP, Forbes EE. Social and Non-social Reward Processing and Depressive Symptoms Among Sexual Minority Adolescents. Front Behav Neurosci 2019; 13:209. [PMID: 31572141 PMCID: PMC6753189 DOI: 10.3389/fnbeh.2019.00209] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 08/29/2019] [Indexed: 12/01/2022] Open
Abstract
Sexual minority adolescents (SMA) are more likely to suffer from depression, putatively through experiences of social stress and victimization interfering with processing of social reward. Alterations in neural reward networks, which develop during adolescence, confer risk for the development of depression. Employing both social and monetary reward fMRI tasks, this is the first neuroimaging study to examine function in reward circuitry as a potential mechanism of mental health disparities between SMA and heterosexual adolescents. Eight SMA and 38 heterosexual typically developing adolescents completed self-report measures of depression and victimization, and underwent fMRI during monetary and peer social reward tasks in which they received positive monetary or social feedback, respectively. Compared with heterosexual adolescents, SMA had greater interpersonal depressive symptoms and exhibited blunted neural responses to social, but not monetary, reward in socioaffective processing regions that are associated with depressive symptoms. Specifically, compared with heterosexual adolescents, SMA exhibited decreased activation in the right medial prefrontal cortex, left anterior insula (AI), and right temporoparietal junction (TPJ) in response to being liked. Lower response in the right TPJ was associated with greater interpersonal depressive symptoms. These results suggest that interpersonal difficulties and the underlying substrates of response to social reward (perhaps more so than response to monetary reward) may confer risk for development of depressive symptoms in SMA.
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Affiliation(s)
- Kristen L Eckstrand
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Luis E Flores
- Department of Psychology, Queen's University, Kingston, ON, Canada
| | - Marissa Cross
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jennifer S Silk
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Nicholas B Allen
- Department of Psychology, University of Oregon, Eugene, OR, United States
| | - Kati L Healey
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, United States
| | - Michael P Marshal
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Erika E Forbes
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
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Blankenstein NE, Telzer EH, Do KT, van Duijvenvoorde ACK, Crone EA. Behavioral and Neural Pathways Supporting the Development of Prosocial and Risk-Taking Behavior Across Adolescence. Child Dev 2019; 91:e665-e681. [PMID: 31452199 PMCID: PMC7317487 DOI: 10.1111/cdev.13292] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
This study tested the pathways supporting adolescent development of prosocial and rebellious behavior. Self‐report and structural brain development data were obtained in a three‐wave, longitudinal neuroimaging study (8–29 years, N = 210 at Wave 3). First, prosocial and rebellious behavior assessed at Wave 3 were positively correlated. Perspective taking and intention to comfort uniquely predicted prosocial behavior, whereas fun seeking (current levels and longitudinal changes) predicted both prosocial and rebellious behaviors. These changes were accompanied by developmental declines in nucleus accumbens and medial prefrontal cortex (MPFC) volumes, but only faster decline of MPFC (faster maturity) related to less rebellious behavior. These findings point toward a possible differential susceptibility marker, fun seeking, as a predictor of both prosocial and rebellious developmental outcomes.
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Affiliation(s)
| | | | - Kathy T Do
- University of North Carolina at Chapel Hill
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40
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Wang Q, Zhang H, Poh JS, Pecheva D, Broekman BFP, Chong YS, Shek LP, Gluckman PD, Fortier MV, Meaney MJ, Qiu A. Sex-Dependent Associations among Maternal Depressive Symptoms, Child Reward Network, and Behaviors in Early Childhood. Cereb Cortex 2019; 30:901-912. [DOI: 10.1093/cercor/bhz135] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Revised: 05/04/2019] [Accepted: 05/31/2019] [Indexed: 12/19/2022] Open
Abstract
Abstract
Maternal depression is associated with disrupted neurodevelopment in offspring. This study examined relationships among postnatal maternal depressive symptoms, the functional reward network and behavioral problems in 4.5-year-old boys (57) and girls (65). We employed canonical correlation analysis to evaluate whether the resting-state functional connectivity within a reward network, identified through an activation likelihood estimation (ALE) meta-analysis of fMRI studies, was associated with postnatal maternal depressive symptoms and child behaviors. The functional reward network consisted of three subnetworks, that is, the mesolimbic, mesocortical, and amygdala–hippocampus reward subnetworks. Postnatal maternal depressive symptoms were associated with the functional connectivity of the mesocortical subnetwork with the mesolimbic and amygdala–hippocampus complex subnetworks in girls and with the functional connectivity within the mesocortical subnetwork in boys. The functional connectivity of the amygdala–hippocampus subnetwork with the mesocortical and mesolimbic subnetworks was associated with both internalizing and externalizing problems in girls, while in boys, the functional connectivity of the mesocortical subnetwork with the amygdala–hippocampus complex and the mesolimbic subnetworks was associated with the internalizing and externalizing problems, respectively. Our findings suggest that the functional reward network might be a promising neural phenotype for effects of maternal depression and potential intervention to nurture child behavioral development.
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Affiliation(s)
- Qiang Wang
- Department of Biomedical Engineering and Clinical Imaging Research Center, National University of Singapore, Singapore 117583, Singapore
| | - Han Zhang
- Department of Biomedical Engineering and Clinical Imaging Research Center, National University of Singapore, Singapore 117583, Singapore
| | - Joann S Poh
- Department of Biomedical Engineering and Clinical Imaging Research Center, National University of Singapore, Singapore 117583, Singapore
| | - Diliana Pecheva
- Department of Biomedical Engineering and Clinical Imaging Research Center, National University of Singapore, Singapore 117583, Singapore
| | | | - Yap-Seng Chong
- Singapore Institute for Clinical Sciences, Singapore 117609, Singapore
- Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore 119228, Singapore
| | - Lynette P Shek
- Department of Pediatrics, Khoo Teck Puat - National University Children’s Medical Institute, National University of Singapore, Singapore 119228, Singapore
| | - Peter D Gluckman
- Singapore Institute for Clinical Sciences, Singapore 117609, Singapore
| | - Marielle V Fortier
- Department of Diagnostic and Interventional Imaging, KK Women’s and Children’s Hospital, Singapore 229899, Singapore
| | - Michael J Meaney
- Singapore Institute for Clinical Sciences, Singapore 117609, Singapore
| | - Anqi Qiu
- Department of Biomedical Engineering and Clinical Imaging Research Center, National University of Singapore, Singapore 117583, Singapore
- Singapore Institute for Clinical Sciences, Singapore 117609, Singapore
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Kwon SJ, Ivory SL, McCormick EM, Telzer EH. Behavioral and Neural Dysregulation to Social Rewards and Links to Internalizing Symptoms in Adolescents. Front Behav Neurosci 2019; 13:158. [PMID: 31396060 PMCID: PMC6664004 DOI: 10.3389/fnbeh.2019.00158] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 06/28/2019] [Indexed: 12/28/2022] Open
Abstract
Adolescence is a time of unique sensitivity to socially salient stimuli such as social rewards. This period overlaps with the onset of psychopathology such as internalizing and externalizing symptoms. In the current studies, we examined behavioral and neural patterns of dysregulation to social rewards and threats, and links to internalizing and externalizing symptoms in youths. In study 1, we used a social Go/NoGo cognitive control task using peer faces to test for age-related behavioral differences in inhibitory failures in adolescents (N = 53, Mage = 13.37 years), and adults (N = 51, Mage = 43.71 years). In study 2, an independent adolescent sample (N = 51, Mage = 13.98 years) completed a similar social Go/NoGo cognitive control task during fMRI. Results show that adolescents had greater inhibitory failures - as measured by false alarm rate - to both social reward and threat cues than adults, and more so to social reward than threat cues. Greater inhibitory failures to social reward than threat cues were associated with greater internalizing symptoms, but were not significantly related to externalizing symptoms. At the neural level, greater inhibitory failures to social reward than threat cues as well as greater internalizing symptoms were both associated with heightened amygdala-ventral striatum connectivity. Our findings indicate that subcortico-subcortical connectivity, which is deemed to occur chronologically earlier and thus necessary for subcortico-cortical circuits, may serve as an early biomarker for emotion dysregulation and a risk factor for internalizing symptoms.
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Affiliation(s)
- Seh-Joo Kwon
- Department of Psychology and Neuroscience, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Susannah L. Ivory
- Department of Psychology, Pennsylvania State University, State College, PA, United States
| | - Ethan M. McCormick
- Department of Psychology and Neuroscience, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Eva H. Telzer
- Department of Psychology and Neuroscience, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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Becker S, Bräscher AK, Bannister S, Bensafi M, Calma-Birling D, Chan RCK, Eerola T, Ellingsen DM, Ferdenzi C, Hanson JL, Joffily M, Lidhar NK, Lowe LJ, Martin LJ, Musser ED, Noll-Hussong M, Olino TM, Pintos Lobo R, Wang Y. The role of hedonics in the Human Affectome. Neurosci Biobehav Rev 2019; 102:221-241. [PMID: 31071361 PMCID: PMC6931259 DOI: 10.1016/j.neubiorev.2019.05.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 03/25/2019] [Accepted: 05/03/2019] [Indexed: 01/06/2023]
Abstract
Experiencing pleasure and displeasure is a fundamental part of life. Hedonics guide behavior, affect decision-making, induce learning, and much more. As the positive and negative valence of feelings, hedonics are core processes that accompany emotion, motivation, and bodily states. Here, the affective neuroscience of pleasure and displeasure that has largely focused on the investigation of reward and pain processing, is reviewed. We describe the neurobiological systems of hedonics and factors that modulate hedonic experiences (e.g., cognition, learning, sensory input). Further, we review maladaptive and adaptive pleasure and displeasure functions in mental disorders and well-being, as well as the experience of aesthetics. As a centerpiece of the Human Affectome Project, language used to express pleasure and displeasure was also analyzed, and showed that most of these analyzed words overlap with expressions of emotions, actions, and bodily states. Our review shows that hedonics are typically investigated as processes that accompany other functions, but the mechanisms of hedonics (as core processes) have not been fully elucidated.
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Affiliation(s)
- Susanne Becker
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, J5, 68159 Mannheim, Germany.
| | - Anne-Kathrin Bräscher
- Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, University of Mainz, Wallstr. 3, 55122 Mainz, Germany.
| | | | - Moustafa Bensafi
- Research Center in Neurosciences of Lyon, CNRS UMR5292, INSERM U1028, Claude Bernard University Lyon 1, Lyon, Centre Hospitalier Le Vinatier, 95 bd Pinel, 69675 Bron Cedex, France.
| | - Destany Calma-Birling
- Department of Psychology, University of Wisconsin-Oshkosh, 800 Algoma, Blvd., Clow F011, Oshkosh, WI 54901, USA.
| | - Raymond C K Chan
- Neuropsychology and Applied Cognitive Neuroscience Laboratory, CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Tuomas Eerola
- Durham University, Palace Green, DH1 RL3, Durham, UK.
| | - Dan-Mikael Ellingsen
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, CNY149-2301, 13th St, Charlestown, MA 02129, USA.
| | - Camille Ferdenzi
- Research Center in Neurosciences of Lyon, CNRS UMR5292, INSERM U1028, Claude Bernard University Lyon 1, Lyon, Centre Hospitalier Le Vinatier, 95 bd Pinel, 69675 Bron Cedex, France.
| | - Jamie L Hanson
- University of Pittsburgh, Department of Psychology, 3939 O'Hara Street, Rm. 715, Pittsburgh, PA 15206, USA.
| | - Mateus Joffily
- Groupe d'Analyse et de Théorie Economique (GATE), 93 Chemin des Mouilles, 69130, Écully, France.
| | - Navdeep K Lidhar
- Department of Psychology, University of Toronto Mississauga, Mississauga, ON L5L 1C6, Canada.
| | - Leroy J Lowe
- Neuroqualia (NGO), 36 Arthur Street, Truro, NS, B2N 1X5, Canada.
| | - Loren J Martin
- Department of Psychology, University of Toronto Mississauga, Mississauga, ON L5L 1C6, Canada.
| | - Erica D Musser
- Department of Psychology, Center for Childen and Families, Florida International University, 11200 SW 8th St., Miami, FL 33199, USA.
| | - Michael Noll-Hussong
- Clinic for Psychiatry and Psychotherapy, Division of Psychosomatic Medicine and Psychotherapy, Saarland University Medical Centre, Kirrberger Strasse 100, D-66421 Homburg, Germany.
| | - Thomas M Olino
- Temple University, Department of Psychology, 1701N. 13th St, Philadelphia, PA 19010, USA.
| | - Rosario Pintos Lobo
- Department of Psychology, Center for Childen and Families, Florida International University, 11200 SW 8th St., Miami, FL 33199, USA.
| | - Yi Wang
- Neuropsychology and Applied Cognitive Neuroscience Laboratory, CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China.
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43
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Gu S, Wang F, Cao C, Wu E, Tang YY, Huang JH. An Integrative Way for Studying Neural Basis of Basic Emotions With fMRI. Front Neurosci 2019; 13:628. [PMID: 31275107 PMCID: PMC6593191 DOI: 10.3389/fnins.2019.00628] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Accepted: 05/31/2019] [Indexed: 01/18/2023] Open
Abstract
How emotions are represented in the nervous system is a crucial unsolved problem in the affective neuroscience. Many studies are striving to find the localization of basic emotions in the brain but failed. Thus, many psychologists suspect the specific neural loci for basic emotions, but instead, some proposed that there are specific neural structures for the core affects, such as arousal and hedonic value. The reason for this widespread difference might be that basic emotions used previously can be further divided into more “basic” emotions. Here we review brain imaging data and neuropsychological data, and try to address this question with an integrative model. In this model, we argue that basic emotions are not contrary to the dimensional studies of emotions (core affects). We propose that basic emotion should locate on the axis in the dimensions of emotion, and only represent one typical core affect (arousal or valence). Therefore, we propose four basic emotions: joy-on positive axis of hedonic dimension, sadness-on negative axis of hedonic dimension, fear, and anger-on the top of vertical dimensions. This new model about basic emotions and construction model of emotions is promising to improve and reformulate neurobiological models of basic emotions.
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Affiliation(s)
- Simeng Gu
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, China.,Department of Psychology, Jiangsu University, Zhenjiang, China
| | - Fushun Wang
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, China.,Department of Pharmacology, Nanjing University of Chinese Medicine, Nanjing, China.,Department of Neurosurgery, Baylor Scott & White Health, Temple, TX, United States
| | - Caiyun Cao
- Department of Pharmacology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Erxi Wu
- Department of Neurosurgery, Baylor Scott & White Health, Temple, TX, United States.,Department of Surgery, Texas A&M University College of Medicine, Temple, TX, United States.,Department of Pharmaceutical Sciences, Texas A&M University College of Pharmacy, College Station, TX, United States.,LIVESTRONG Cancer Institutes, Dell Medical School, The University of Texas at Austin, Austin, TX, United States
| | - Yi-Yuan Tang
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, United States
| | - Jason H Huang
- Department of Neurosurgery, Baylor Scott & White Health, Temple, TX, United States.,Department of Surgery, Texas A&M University College of Medicine, Temple, TX, United States.,Department of Pharmaceutical Sciences, Texas A&M University College of Pharmacy, College Station, TX, United States.,LIVESTRONG Cancer Institutes, Dell Medical School, The University of Texas at Austin, Austin, TX, United States
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44
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Adolescents' neural response to social reward and real-world emotional closeness and positive affect. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 18:705-717. [PMID: 29943174 DOI: 10.3758/s13415-018-0598-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Feeling emotionally close to others during social interactions is a ubiquitous and meaningful experience that can elicit positive affect. The present study integrates functional magnetic resonance imaging (fMRI) and ecological momentary assessment (EMA) to investigate whether neural response to social reward (1) is related to the experience of emotional closeness and (2) moderates the association between emotional closeness and positive affect during and following social interactions. In this study, 34 typically developing adolescents (ages 14-18 years) completed a social-reward fMRI task, a monetary-reward fMRI task, and a 2-week EMA protocol regarding their social and affective experiences. Adolescents with greater right posterior superior temporal sulcus/temporoparietal junction (pSTS/TPJ) response to social reward reported greater mean momentary emotional closeness. Neural response to social reward in the right pSTS/TPJ moderated how strongly momentary emotional closeness was associated with both concurrent positive affect and future peak happiness, but in different ways. Although emotional closeness had a significant positive association with concurrent positive affect among adolescents at both high and low right pSTS/TPJ response based on a follow-up simple slopes test, this association was stronger for adolescents with low right pSTS/TPJ response. In contrast, emotional closeness had a significant positive association with future peak happiness among adolescents with high right pSTS/TPJ response, but not among those with low right pSTS/TPJ response. These findings demonstrate the importance of neural response to social reward in key social processing regions for everyday experiences of emotional closeness and positive affect in the context of social interactions.
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45
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Kryza-Lacombe M, Tanzini E, Neill SO. Hedonic and Eudaimonic Motives: Associations with Academic Achievement and Negative Emotional States among Urban College Students. JOURNAL OF HAPPINESS STUDIES 2019; 20:1323-1341. [PMID: 31656399 PMCID: PMC6813844 DOI: 10.1007/s10902-018-9994-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
College students from diverse ethnic and socioeconomic backgrounds are at risk for poorer academic outcomes and greater psychopathology and it is important to identify factors that are amenable to intervention and enhance college outcomes. Recent literature has entertained happiness as a potential predictor of various success outcomes and it has been suggested that parsing the concept of happiness into hedonia (seeking pleasure and relaxation) and eudaimonia (seeking meaning) may be particularly useful. This study examined the relations between hedonic and eudaimonic motives for action and student outcomes; that is, academic achievement and their negative emotional states, in an ethnically and socioeconomically diverse urban college population. Undergraduate students (N=119; mean age=21.24 [SD=3.16] years; 59.7 % female) completed self-reported measures of hedonic and eudaimonic motives for action, and depression, anxiety, and stress. Semester GPA was collected from school records. Hedonic motives for action ("Hedonia") were not associated with GPA or students' negative emotional states. Eudaimonic motives for action ("Eudaimonia"), however, were significantly positively associated with GPA, Individuals with high levels of both Hedonia and Eudaimonia (the Full Life) had higher GPAs compared to individuals with low Eudaimonia, but did not differ from students with high Eudaimonia and low Hedonia (Eudaimonic Life). Eudaimonia was also significantly negatively associated with Depression and Stress, and individuals high in Eudaimonia had the lowest levels of both of these outcomes compared to those with low Eudaimonia. Eudaimonic motives may be important for more desirable college outcomes, and interventions that promote development of this domain may hold promise.
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Affiliation(s)
- Maria Kryza-Lacombe
- San Diego State University / University of California San Diego Joint Doctoral Program in Clinical Psychology
| | - Elise Tanzini
- Center for Addiction and Mental Health, Toronto, Canada
| | - Sarah O' Neill
- The City College of New York and The Graduate Center, City University of New York
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46
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Qu Y, Lin LC, Telzer EH. Culture Modulates the Neural Correlates Underlying Risky Exploration. Front Hum Neurosci 2019; 13:171. [PMID: 31191278 PMCID: PMC6548807 DOI: 10.3389/fnhum.2019.00171] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2019] [Accepted: 05/10/2019] [Indexed: 12/02/2022] Open
Abstract
Most research on cultural neuroscience focuses on one dimension of culture: group membership or individual orientation. However, it is especially important to examine the intersection between the two to better understand the acculturation process. To examine the role of culture in the neural correlates of risky exploration, the current study recruited 22 American and 24 Chinese international students. Participants reported on their independent self-construal, a measure defining the self in terms of emphasizing unique attributes, and underwent an functional magnetic resonance imaging (fMRI) scan while completing a risk-taking task. At the group level, American (vs. Chinese) participants showed greater risky exploration on the task. Moreover, while independent self-construal was not related to American individuals' behavioral performance and neural correlates of risky exploration, Chinese participants who reported greater independent self-construal recruited greater activation in regions of the cognitive control system [e.g., dorsolateral prefrontal cortex (DLPFC)] and affective system [e.g., anterior insula (AI)], which was related to greater risky exploration. Taken together, our findings suggest that culture as group membership and individual orientation may interact with each other and relate to neural systems underlying risky exploration. This study highlights the importance of studying the role of culture at both group and individual level, which is particularly critical to understand individuals as they acculturate to a new environment.
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Affiliation(s)
- Yang Qu
- School of Education and Social Policy, Northwestern University, Evanston, IL, United States
- Institute for Policy Research, Northwestern University, Evanston, IL, United States
| | - Lynda C. Lin
- Department of Psychology, University of Illinois, Urbana-Champaign, IL, United States
| | - Eva H. Telzer
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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47
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A values-alignment intervention protects adolescents from the effects of food marketing. Nat Hum Behav 2019; 3:596-603. [PMID: 30988478 DOI: 10.1038/s41562-019-0586-6] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 03/07/2019] [Indexed: 01/24/2023]
Abstract
Adolescents are exposed to extensive marketing for junk food, which drives overconsumption by creating positive emotional associations with junk food1-6. Here we counter this influence with an intervention that frames manipulative food marketing as incompatible with important adolescent values, including social justice and autonomy from adult control. In a preregistered, longitudinal, randomized, controlled field experiment, we show that this framing intervention reduces boys' and girls' implicit positive associations with junk food marketing and substantially improves boys' daily dietary choices in the school cafeteria. Both of these effects were sustained for at least three months. These findings suggest that reframing unhealthy dietary choices as incompatible with important values could be a low-cost, scalable solution to producing lasting, internalized change in adolescents' dietary attitudes and choices.
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48
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Do KT, Telzer EH. Corticostriatal connectivity is associated with the reduction of intergroup bias and greater impartial giving in youth. Dev Cogn Neurosci 2019; 37:100628. [PMID: 30981164 PMCID: PMC6582978 DOI: 10.1016/j.dcn.2019.100628] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 02/13/2019] [Accepted: 02/26/2019] [Indexed: 11/07/2022] Open
Abstract
Youth were more prosocial to in-group than out-group peers (i.e., intergroup bias). Prosocial behavior increases with higher reward inequity favoring others’ outcomes. VS-pSTS connectivity increased with more inequitable rewards favoring the out-group. VS-pSTS connectivity to more inequitable out-group rewards attenuated biased giving.
Although prosocial behavior is preferentially directed toward the in-group across many species, prioritizing the outcomes of both the in- and out-group earlier in development can reduce intergroup biases. The current study examined the role of corticostriatal recruitment and connectivity in buffering the effect of intergroup bias on costly giving behavior during childhood and adolescence, a period when other-oriented preferences and associated brain functions undergo significant change. During functional magnetic resonance imaging, youth (n = 51; 8–16 years) made decisions that could potentially benefit in-group and out-group peers at a cost to themselves. Youth were more prosocial toward in-group relative to out-group peers, but were relatively more prosocial to out-group peers when there was a greater discrepancy between potential rewards for others over oneself (i.e., higher reward inequity). Although they showed no differences in corticostriatal activation, youth evinced greater connectivity between the ventral striatum (VS) and posterior superior temporal sulcus (pSTS) when considering more inequitable prosocial decisions that favored the outcomes of out-group peers, which attenuated intergroup biases in prosocial behavior. We found no age-related differences at the behavioral or neural level, suggesting that in-group preferences already bias prosocial behavior and its neurocognitive processes by late childhood and do not change across adolescence.
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Affiliation(s)
- Kathy T Do
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill 235, E. Cameron Avenue, Chapel Hill, NC, 27599-3270, United States
| | - Eva H Telzer
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill 235, E. Cameron Avenue, Chapel Hill, NC, 27599-3270, United States.
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49
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Liu Y, Li S, Lin W, Li W, Yan X, Wang X, Pan X, Rutledge RB, Ma Y. Oxytocin modulates social value representations in the amygdala. Nat Neurosci 2019; 22:633-641. [PMID: 30911182 DOI: 10.1038/s41593-019-0351-1] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 01/31/2019] [Indexed: 11/10/2022]
Abstract
Humans exhibit considerable variation in how they value their own interest relative to the interests of others. Deciphering the neural codes representing potential rewards for self and others is crucial for understanding social decision-making. Here we integrate computational modeling with functional magnetic resonance imaging to investigate the neural representation of social value and the modulation by oxytocin, a nine-amino acid neuropeptide, in participants evaluating monetary allocations to self and other (self-other allocations). We found that an individual's preferred self-other allocation serves as a reference point for computing the value of potential self-other allocations. In more prosocial participants, amygdala activity encoded a social-value-distance signal; that is, the value dissimilarity between potential and preferred allocations. Intranasal oxytocin administration amplified this amygdala representation and increased prosocial behavior in more individualistic participants but not in more prosocial ones. Our results reveal a neurocomputational mechanism underlying social-value representations and suggest that oxytocin may promote prosociality by modulating social-value representations in the amygdala.
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Affiliation(s)
- Yunzhe Liu
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.,IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China
| | - Shiyi Li
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.,IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China
| | - Wanjun Lin
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.,IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China
| | - Wenxin Li
- School of Psychological and Cognitive Sciences, Peking University, Beijing, China
| | - Xinyuan Yan
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.,IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China
| | - Xuena Wang
- School of Psychological and Cognitive Sciences, Peking University, Beijing, China
| | - Xinyue Pan
- School of Psychological and Cognitive Sciences, Peking University, Beijing, China
| | - Robb B Rutledge
- Wellcome Centre for Human Neuroimaging, University College London, London, UK.,Max Planck University College London Centre for Computational Psychiatry and Ageing Research, University College London, London, UK
| | - Yina Ma
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China. .,IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China. .,Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, Beijing, China.
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50
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Neural response to prosocial scenes relates to subsequent giving behavior in adolescents: A pilot study. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 18:342-352. [PMID: 29464552 DOI: 10.3758/s13415-018-0573-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Adolescence is characterized by extensive neural development and sensitivity to social context, both of which contribute to engaging in prosocial behaviors. Although it is established that prosocial behaviors are linked to positive outcomes in adulthood, little is known about the neural correlates of adolescents' prosociality. Identifying whether the brain is differentially responsive to varying types of social input may be important for fostering prosocial behavior. We report pilot results using new stimuli and an ecologically valid donation paradigm indicating (1) brain regions typically recruited during socioemotional processing evinced differential activation when adolescents evaluated prosocial compared with social or noninteractive scenes (N = 20, ages 13-17 years, MAge = 15.30 years), and (2) individual differences in temporoparietal junction recruitment when viewing others' prosocial behaviors were related to adolescents' own charitable giving. These novel findings have significant implications for understanding how the adolescent brain processes prosocial acts and for informing ways to support adolescents to engage in prosocial behaviors in their daily lives.
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