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Hostetler N, Tavares TP, Ritchie MB, Oliver LD, Chen VV, Greening S, Finger EC, Mitchell DGV. Prefrontal cortex structural and developmental associations with callous-unemotional traits and aggression. Sci Rep 2024; 14:4087. [PMID: 38374428 PMCID: PMC10876571 DOI: 10.1038/s41598-024-54481-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 02/13/2024] [Indexed: 02/21/2024] Open
Abstract
Youths with high levels of callous-unemotional (CU) traits and aggression are at an increased risk for developing antisocial behaviours into adulthood. In this population, neurostructural grey matter abnormalities have been observed in the prefrontal cortex. However, the directionality of these associations is inconsistent, prompting some to suggest they may vary across development. Although similar neurodevelopmental patterns have been observed for other disorders featuring emotional and behavioural dysregulation, few studies have tested this hypothesis for CU traits, and particularly not for aggression subtypes. The current study sought to examine grey matter correlates of CU traits and aggression (including its subtypes), and then determine whether these associations varied by age. Fifty-four youths (10-19 years old) who were characterized for CU traits and aggression underwent MRI. Grey matter volume and surface area within the anterior cingulate cortex was positively associated with CU traits. The correlation between CU traits and medial orbitofrontal cortex (mOFC) volume varied significantly as a function of age, as did the correlation between reactive aggression and mOFC surface area. These associations became more positive with age. There were no significant findings for proactive/total aggression. Results are interpreted considering the potential for delayed cortical maturation in youths with high CU traits/aggression.
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Affiliation(s)
- Nathan Hostetler
- Brain and Mind Institute, Western Interdisciplinary Research Building, Room 3190, Western University, London, ON, N6A 5B7, Canada
| | - Tamara P Tavares
- Brain and Mind Institute, Western Interdisciplinary Research Building, Room 3190, Western University, London, ON, N6A 5B7, Canada
- Neuroscience and Mental Health Program, The Hospital for Sick Children, Toronto, ON, Canada
| | - Mary B Ritchie
- Brain and Mind Institute, Western Interdisciplinary Research Building, Room 3190, Western University, London, ON, N6A 5B7, Canada
- Department of Psychology, Western University, London, ON, Canada
| | - Lindsay D Oliver
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Vanessa V Chen
- Brain and Mind Institute, Western Interdisciplinary Research Building, Room 3190, Western University, London, ON, N6A 5B7, Canada
| | - Steven Greening
- Department of Psychology, University of Manitoba, Winnipeg, MB, Canada
| | - Elizabeth C Finger
- Robarts Institute, Western University, 100 Perth Drive, London, ON, Canada
- Lawson Health Research Institute, 268 Grosvenor Street, London, ON, Canada
- Parkwood Institute, St. Josephs Health Care, London, ON, Canada
| | - Derek G V Mitchell
- Brain and Mind Institute, Western Interdisciplinary Research Building, Room 3190, Western University, London, ON, N6A 5B7, Canada.
- Department of Psychology, Western University, London, ON, Canada.
- Department of Psychiatry, Western University, London, ON, Canada.
- Department of Anatomy & Cell Biology, Western University, London, ON, Canada.
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2
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Ferschmann L, Overweg I, Dégeilh F, Bekkhus M, Havdahl A, von Soest T, Tamnes CK. Development of prosocial behavior and inhibitory control in late childhood: A longitudinal exploration of sex differences and reciprocal relations. Child Dev 2024; 95:313-323. [PMID: 37525404 DOI: 10.1111/cdev.13978] [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] [Received: 12/12/2022] [Revised: 06/08/2023] [Accepted: 06/19/2023] [Indexed: 08/02/2023]
Abstract
This study examined longitudinal development of prosocial behavior, assessed by the parent-reported Strength and Difficulty Questionnaire, and inhibitory control, measured by the Opposite Worlds Task, in a sample aged 9 and 12 years (n = 9468, 49.9% girls, 85.8% White) from the Avon Longitudinal Study of Parents and Children. The goal was to assess whether the level of prosocial behavior at age 9 relates to change in inhibitory control, and vice versa. Sex differences were also explored. Latent change score models showed that low inhibitory control in boys at age 9 was associated with more decreases in prosocial behavior from 9 to 12 years of age. This may suggest that interventions targeting inhibitory control in boys may also foster their social competence.
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Affiliation(s)
- Lia Ferschmann
- Department of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway
| | - Ingrid Overweg
- Department of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway
| | - Fanny Dégeilh
- Univ Rennes, CNRS, Inria, Inserm, IRISA UMR 6074, EMPENN - ERL U 1228, Rennes, France
| | - Mona Bekkhus
- Department of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway
| | - Alexandra Havdahl
- Department of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Tilmann von Soest
- Department of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway
| | - Christian K Tamnes
- Department of Psychology, PROMENTA Research Center, University of Oslo, Oslo, Norway
- NORMENT, Institute of Clinical Medicine, University of Oslo, Norway
- Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway
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3
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Toledo F, Carson F. Neurocircuitry of Personality Traits and Intent in Decision-Making. Behav Sci (Basel) 2023; 13:351. [PMID: 37232586 PMCID: PMC10215416 DOI: 10.3390/bs13050351] [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: 01/30/2023] [Revised: 04/12/2023] [Accepted: 04/20/2023] [Indexed: 05/27/2023] Open
Abstract
Even though most personality features are moderately stable throughout life, changes can be observed, which influence one's behavioral patterns. A variety of subjective assessments can be performed to track these changes; however, the subjective characteristic of these assessments may lead to questions about intentions and values. The use of neuroimaging techniques may aid the investigation of personality traits through a more objective lens, overcoming the barriers imposed by confounders. Here, neurocircuits associated with changes in personality domains were investigated to address this issue. Cortical systems involved in traits such as extraversion and neuroticism were found to share multiple components, as did traits of agreeableness and conscientiousness, with these four features revolving around the activation and structural integrity of the medial prefrontal cortex (mPFC). The attribute of openness appears scattered throughout cortical and subcortical regions, being discussed here as a possible reflection of intent, at the same time modulating and being governed by other traits. Insights on how systems operate on personality may increase comprehension on factors acting on the evolution, development, and consolidation of personality traits through life, as in neurocognitive disorders.
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Affiliation(s)
- Felippe Toledo
- Department of Physiotherapy, LUNEX International University of Health, Exercise and Sports, L-4671 Differdange, Luxembourg;
- Luxembourg Health and Sport Sciences Research Institute A.S.B.L., L-4671 Differdange, Luxembourg
| | - Fraser Carson
- Luxembourg Health and Sport Sciences Research Institute A.S.B.L., L-4671 Differdange, Luxembourg
- Department of Sport and Exercise Science, LUNEX International University of Health, Exercise and Sports, L-4671 Differdange, Luxembourg
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4
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van Drunen L, Toenders YJ, Wierenga LM, Crone EA. Effects of COVID-19 pandemic on structural brain development in early adolescence. Sci Rep 2023; 13:5600. [PMID: 37019914 PMCID: PMC10075168 DOI: 10.1038/s41598-023-32754-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 04/01/2023] [Indexed: 04/07/2023] Open
Abstract
The COVID-19 pandemic caused a global health crisis with large behavioral effects and serious stress and social consequences. Particularly, teenagers suffered pandemic-related social restrictions including school closures. This study examined whether and how structural brain development was influenced by the COVID-19 pandemic and whether pandemic length was associated with accumulating or resilience effects of brain development. We investigated structural changes in social brain regions (medial prefrontal cortex: mPFC; temporoparietal junction: TPJ) as well as the stress-related hippocampus and amygdala, using a longitudinal design of 2 MRI waves. We selected two age-matched subgroups (9-13 years old), one was tested before (n = 114) and the other during (peri-pandemic group, n = 204) the COVID-19 pandemic. Results indicated that teenagers in the peri-pandemic group showed accelerated development in the mPFC and hippocampus compared to the before-pandemic group. Furthermore, TPJ growth showed immediate effects followed by possibly subsequent recovery effects that returned to a typical developmental pattern. No effects were observed for the amygdala. The findings of this region-of-interest study suggest that experiencing the COVID-19 pandemic measures had accelerating effects on hippocampus and mPFC development but the TPJ showed resilience to negative effects. Follow-up MRI assessments are needed to test acceleration and recovery effects over longer periods.
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Affiliation(s)
- L van Drunen
- Leiden Consortium of Individual Development (L-CID), 2333 AK, Leiden, The Netherlands.
- Social and Behavioral Sciences, Erasmus University Rotterdam, 3062 PA, Rotterdam, The Netherlands.
- Leiden Institute for Brain and Cognition (LIBC), 2333 AK, Leiden, The Netherlands.
- Institute of Psychology, Leiden University, 2333 AK, Leiden, The Netherlands.
- Brain and Development Research Center, Leiden University, Wassenaarseweg 52, 2333 AK, Leiden, The Netherlands.
| | - Y J Toenders
- Leiden Consortium of Individual Development (L-CID), 2333 AK, Leiden, The Netherlands.
- Social and Behavioral Sciences, Erasmus University Rotterdam, 3062 PA, Rotterdam, The Netherlands.
- Leiden Institute for Brain and Cognition (LIBC), 2333 AK, Leiden, The Netherlands.
- Institute of Psychology, Leiden University, 2333 AK, Leiden, The Netherlands.
- Brain and Development Research Center, Leiden University, Wassenaarseweg 52, 2333 AK, Leiden, The Netherlands.
| | - L M Wierenga
- Leiden Consortium of Individual Development (L-CID), 2333 AK, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), 2333 AK, Leiden, The Netherlands
- Institute of Psychology, Leiden University, 2333 AK, Leiden, The Netherlands
| | - E A Crone
- Leiden Consortium of Individual Development (L-CID), 2333 AK, Leiden, The Netherlands
- Social and Behavioral Sciences, Erasmus University Rotterdam, 3062 PA, Rotterdam, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), 2333 AK, Leiden, The Netherlands
- Institute of Psychology, Leiden University, 2333 AK, Leiden, The Netherlands
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5
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Sipes BS, Jakary A, Li Y, Max JE, Yang TT, Tymofiyeva O. Resting state brain subnetwork relates to prosociality and compassion in adolescents. Front Psychol 2022; 13:1012745. [PMID: 36337478 PMCID: PMC9632179 DOI: 10.3389/fpsyg.2022.1012745] [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: 08/05/2022] [Accepted: 10/04/2022] [Indexed: 11/30/2022] Open
Abstract
Adolescence is a crucial time for social development, especially for helping (prosocial) and compassionate behaviors; yet brain networks involved in adolescent prosociality and compassion currently remain underexplored. Here, we sought to evaluate a recently proposed domain-general developmental (Do-GooD) network model of prosocial cognition by relating adolescent functional and structural brain networks with prosocial and compassionate disposition. We acquired resting state fMRI and diffusion MRI from 95 adolescents (ages 14–19 years; 46 males; 49 females) along with self-report questionnaires assessing prosociality and compassion. We then applied the Network-Based Statistic (NBS) to inductively investigate whether there is a significant subnetwork related to prosociality and compassion while controlling for age and sex. Based on the Do-GooD model, we expected that this subnetwork would involve connectivity to the ventromedial prefrontal cortex (VMPFC) from three domain-general networks, the default mode network (DMN), the salience network, and the control network, as well as from the DMN to the mirror neuron systems. NBS revealed a significant functional (but not structural) subnetwork related to prosociality and compassion connecting 31 regions (p = 0.02), showing DMN and DLPFC connectivity to the VMPFC; DMN connectivity to mirror neuron systems; and connectivity between the DMN and cerebellum. These findings largely support and extend the Do-GooD model of prosocial cognition in adolescents by further illuminating network-based relationships that have the potential to advance our understanding of brain mechanisms of prosociality.
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Affiliation(s)
- Benjamin S. Sipes
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
| | - Angela Jakary
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
| | - Yi Li
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
| | - Jeffrey E. Max
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
- Rady Children’s Hospital San Diego, San Diego, CA, United States
| | - Tony T. Yang
- Department of Psychiatry and Behavioral Sciences, The Langley Porter Psychiatric Institute, Division of Child and Adolescent Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
| | - Olga Tymofiyeva
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
- *Correspondence: Olga Tymofiyeva,
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6
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Sipes BS, Yang TT, Parks KC, Jariwala N, Tymofiyeva O. A Domain-General Developmental "Do-GooD" Network Model of Prosocial Cognition in Adolescence: A Systematic Review. Front Behav Neurosci 2022; 16:815811. [PMID: 35350389 PMCID: PMC8957975 DOI: 10.3389/fnbeh.2022.815811] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 02/10/2022] [Indexed: 12/27/2022] Open
Abstract
Adolescence is a period of substantial neural and social development, and prosocial decisions are beneficial to personal well-being, the well-being of others, and the functioning of society. Advances in network neuroscience call for a systematic synthesis and reappraisal of prosocial neural correlates during adolescent development. In this systematic review, we aim to outline the progress made in this field, identify the similarities between study results, and propose a model for prosocial cognition in adolescents to young adults. A total of 25 articles were included in this review. After reviewing and synthesizing the literature, we propose a DOmain-General Developmental "Do-GooD" network model of prosocial cognition that aligns with the reviewed literature, accounts for development, and combines elements of the value-based decision-making model with distinct value contributions from the default mode network, salience network, and control network. We offer predictions to test the "Do-GooD" model and propose new future directions for studying prosocial behavior and its development during adolescence, which in turn may lead to improving education and the development of better health interventions for adolescents.
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Affiliation(s)
- Benjamin S. Sipes
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
| | - Tony T. Yang
- Department of Psychiatry and Behavioral Sciences, The Langley Porter Psychiatric Institute, Division of Child and Adolescent Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
| | - Kendall C. Parks
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
| | - Namasvi Jariwala
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
| | - Olga Tymofiyeva
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
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7
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Birth order and prosociality in the early adolescent brain. Sci Rep 2021; 11:21806. [PMID: 34750406 PMCID: PMC8575884 DOI: 10.1038/s41598-021-01146-0] [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: 05/17/2021] [Accepted: 10/18/2021] [Indexed: 11/30/2022] Open
Abstract
Birth order is a crucial environmental factor for child development. For example, later-born children are relatively unlikely to feel secure due to sibling competition or diluted parental resources. The positive effect of being earlier-born on cognitive intelligence is well-established. However, whether birth order is linked to social behavior remains controversial, and the neural correlates of birth order effects in adolescence when social cognition develops remain unknown. Here, we explored the birth order effect on prosociality using a large-scale population-based adolescent cohort. Next, since the amygdala is a key region for sociality and environmental stress, we examined amygdala substrates of the association between birth order and prosociality using a subset neuroimaging cohort. We found enhanced prosociality in later-born adolescents (N = 3160), and observed the mediating role of larger amygdala volume (N = 208) and amygdala-prefrontal functional connectivity with sex-selective effects (N = 183). We found that birth order, a non-genetic environmental factor, affects adolescent social development via different neural substrates. Our findings may indicate the later-born people’s adaptive survival strategy in stressful environments.
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Becht AI, Wierenga LM, Mills KL, Meuwese R, van Duijvenvoorde A, Blakemore SJ, Güroğlu B, Crone EA. Beyond the average brain: individual differences in social brain development are associated with friendship quality. Soc Cogn Affect Neurosci 2021; 16:292-301. [PMID: 33277895 PMCID: PMC7943358 DOI: 10.1093/scan/nsaa166] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 11/18/2020] [Accepted: 12/03/2020] [Indexed: 11/16/2022] Open
Abstract
We tested whether adolescents differ from each other in the structural development of the social brain and whether individual differences in social brain development predicted variability in friendship quality development. Adolescents (N = 299, Mage T1 = 13.98 years) were followed across three biannual waves. We analysed self-reported friendship quality with the best friend at T1 and T3, and bilateral measures of surface area and cortical thickness of the medial prefrontal cortex (mPFC), posterior superior temporal sulcus (pSTS), temporoparietal junction (TPJ) and precuneus across all waves. At the group level, growth curve models confirmed non-linear decreases of surface area and cortical thickness in social brain regions. We identified substantial individual differences in levels and change rates of social brain regions, especially for surface area of the mPFC, pSTS and TPJ. Change rates of cortical thickness varied less between persons. Higher levels of mPFC surface area and cortical thickness predicted stronger increases in friendship quality over time. Moreover, faster cortical thinning of mPFC surface area predicted a stronger increase in friendship quality. Higher levels of TPJ cortical thickness predicted lower friendship quality. Together, our results indicate heterogeneity in social brain development and how this variability uniquely predicts friendship quality development.
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Affiliation(s)
- Andrik I Becht
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam 3062PA, The Netherlands.,Research Center Adolescent Development, Utrecht University, Utrecht 3584CS, The Netherlands.,Brain and Development Research Center, Leiden University, Leiden 2333AK, The Netherlands
| | - Lara M Wierenga
- Brain and Development Research Center, Leiden University, Leiden 2333AK, The Netherlands
| | - Kathryn L Mills
- Department of Psychology, University of Oregon, Eugene, OR 97403, USA
| | - Rosa Meuwese
- Brain and Development Research Center, Leiden University, Leiden 2333AK, The Netherlands
| | - Anna van Duijvenvoorde
- Brain and Development Research Center, Leiden University, Leiden 2333AK, The Netherlands
| | | | - Berna Güroğlu
- Brain and Development Research Center, Leiden University, Leiden 2333AK, The Netherlands
| | - Eveline A Crone
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam 3062PA, The Netherlands.,Brain and Development Research Center, Leiden University, Leiden 2333AK, The Netherlands
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9
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Min KD, Kim JS, Park YH, Shin HY, Kim C, Seo SW, Kim SY. New assessment for residential greenness and the association with cortical thickness in cognitively healthy adults. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 778:146129. [PMID: 33714817 DOI: 10.1016/j.scitotenv.2021.146129] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 01/26/2021] [Accepted: 02/22/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Recent evidence suggests that neurological health could be improved with the intervention of local green space. A few studies adopted cortical thickness, as an effective biomarker for neurodegenerative disorder, to investigate the association with residential greenness. However, they relied on limited data sources, definitions or applications to assess residential greenness. Our cross-sectional study assessed individual residential greenness using an alternative measure, which provides a more realistic definition of local impact and application based on the type of area, and investigated the association with cortical thickness. METHODS The study population included 2542 subjects who participated in the medical check-up program at the Health Promotion Center of the Samsung Medical Center in Seoul, Korea, from 2008 to 2014. The cortical thickness was calculated by each of the four and global lobes from brain MRI. For greenness, we used the enhanced vegetation index (EVI) that detects canopy structural variation by adjusting background noise based on satellite imagery data. To assess individual exposure to residential greenness, we computed the maximum annual EVI before the date of a medical check-up and averaged it within 750 m from subjects' homes to represent an average walking distance. Finally, we assessed the association with cortical thickness by urban and non-urban populations using multiple linear regression adjusting for individual characteristics. RESULTS The average global cortical thickness and EVI were 3.05 mm (standard deviation = 0.1 mm) and 0.31 (0.1), respectively. An interquartile range increase in EVI was associated with 11 μm (95% confidence interval = 3-20) and 9 μm (1-16) increases in cortical thickness of the parietal and occipital regions among the urban population. We did not find associations in non-urban subjects. CONCLUSIONS Our findings confirm the association between residential greenness and neurological health using alternative exposure assessments, indicating that high exposure to residential greenness can prevent neurological disorders.
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Affiliation(s)
- Kyung-Duk Min
- Institute of Health and Environment, Seoul National University, Seoul, Republic of Korea
| | - Ji Sun Kim
- Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Yu Hyun Park
- Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea; Neuroscience Center, Samsung Medical Center, Seoul, Republic of Korea; Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea
| | - Hee Young Shin
- Health Promotion Center, Samsung Medical Center, Seoul, Republic of Korea
| | - Changsoo Kim
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sang Won Seo
- Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea; Neuroscience Center, Samsung Medical Center, Seoul, Republic of Korea; Department of Intelligent Precision Healthcare Convergence, Sungkyunkwan University, Suwon, Republic of Korea.
| | - Sun-Young Kim
- Department of Cancer Control and Population Health, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea.
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10
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Boen R, Ferschmann L, Vijayakumar N, Overbye K, Fjell AM, Espeseth T, Tamnes CK. Development of attention networks from childhood to young adulthood: A study of performance, intraindividual variability and cortical thickness. Cortex 2021; 138:138-151. [PMID: 33689979 DOI: 10.1016/j.cortex.2021.01.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 01/04/2021] [Accepted: 01/26/2021] [Indexed: 11/24/2022]
Abstract
Human cognitive development is manifold, with different functions developing at different speeds at different ages. Attention is an important domain of this cognitive development, and involves distinct developmental trajectories for separate functions, including conflict processing, selection of sensory input and alertness. In children, several studies using the Attention Network Test (ANT) have investigated the development of three attentional networks that carry out the functions of executive control, orienting and alerting. There is, however, a lack of studies on the development of these attentional components across adolescence, limiting our understanding of their protracted development. To fill this knowledge gap, we performed a mixed cross-sectional and longitudinal study using mixed methods to examine the development of the attentional components and their intraindividual variability from late childhood to young adulthood (n = 287, n observations = 408, age range = 8.5-26.7 years, mean follow up interval = 4.4 years). The results indicated that executive control stabilized during late adolescence, while orienting and alerting continued to develop into young adulthood. In addition, a continuous development into young adulthood was observed for the intraindividual variability measures of orienting and alerting. In a subsample with available magnetic resonance imaging (MRI) data (n = 169, n observations = 281), higher alerting scores were associated with thicker cortices within a right prefrontal cortical region and greater age-related cortical thinning in left rolandic operculum, while higher orienting scores were associated with greater age-related cortical thinning in frontal and parietal regions. Finally, increased consistency of orienting performance was associated with thinner cortex in prefrontal regions and reduced age-related thinning in frontal regions.
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Affiliation(s)
- Rune Boen
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway; NORMENT, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
| | - Lia Ferschmann
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway; Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Norway
| | | | - Knut Overbye
- Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Norway
| | - Anders M Fjell
- Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Norway
| | - Thomas Espeseth
- Department of Psychology, University of Oslo, Oslo, Norway; Bjørknes College, Oslo, Norway
| | - Christian K Tamnes
- PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway; NORMENT, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway
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11
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Cognitive reappraisal and expressive suppression relate differentially to longitudinal structural brain development across adolescence. Cortex 2021; 136:109-123. [PMID: 33545616 DOI: 10.1016/j.cortex.2020.11.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 09/25/2020] [Accepted: 11/25/2020] [Indexed: 01/31/2023]
Abstract
Emotional disorders commonly emerge in adolescence, a period characterized by changes in emotion-related processes. Thus, the ability to regulate emotions is crucial for well-being and adaptive social functioning during this period. Concurrently, the brain undergoes large structural and functional changes. We investigated relations between tendencies to use two emotion regulation strategies, cognitive reappraisal and expressive suppression, and structural development of the cerebral cortex and subcortical structures (specifically amygdala and nucleus accumbens given these structures are frequently associated with emotion regulation). A total of 112 participants (59 females) aged 8-26 were followed for up to 3 times over a 7-year period, providing 272 observations. Participants completed the Emotion Regulation Questionnaire (ERQ), yielding a measure of tendencies to use cognitive reappraisal and expressive suppression at the final time point. Linear mixed model analyses were performed to account for the longitudinal nature of the data. Contrary to expectations, volumetric growth of the amygdala and nucleus accumbens was not associated with either emotion regulation strategy. However, frequent use of expressive suppression was linked to greater regionally-specific apparent cortical thinning in both sexes, while tendency to use cognitive reappraisal was associated with greater regionally-specific apparent thinning in females and less thinning in males. Although cognitive reappraisal is traditionally associated with cognitive control regions of the brain, our results suggest it is also associated with regions involved in social cognition and semantics. The continued changes in cortical morphology and their associations with habitual use of different emotion regulation strategies indicate continued plasticity during this period, and represent an opportunity for interventions targeting emotion regulation for adolescents at risk.
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Becht AI, Klapwijk ET, Wierenga LM, van der Cruijsen R, Spaans J, van der Aar L, Peters S, Branje S, Meeus W, Crone EA. Longitudinal associations between structural prefrontal cortex and nucleus accumbens development and daily identity formation processes across adolescence. Dev Cogn Neurosci 2020; 46:100880. [PMID: 33202352 PMCID: PMC7677671 DOI: 10.1016/j.dcn.2020.100880] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 11/05/2020] [Accepted: 11/06/2020] [Indexed: 11/28/2022] Open
Abstract
We tested whether adolescents with daily high identity uncertainty showed differential structural brain development across adolescence and young adulthood. Participants (N = 150, MageT1 15.92 years) were followed across three waves, covering 4 years. Self-reported daily educational identity and structural brain data of lateral prefrontal cortex (lPFC)/anterior cingulate cortex (ACC), medial PFC, and nucleus accumbens (NAcc) was collected across three waves. All hypotheses were pre-registered. Latent class growth analyses confirmed 2 identity subgroups: an identity synthesis class (characterized by strong commitments, and low uncertainty), and an identity moratorium class (high daily identity uncertainty). Latent growth curve models revealed, on average, delayed maturation of the lateral PFC/ACC and medial PFC and stable NAcc. Yet, adolescents in identity moratorium showed lower levels and less decline in NAcc gray matter volume. Lateral PFC/ACC and medial PFC trajectories did not differ between identity subgroups. Exploratory analyses revealed that adolescents with higher baseline levels and delayed maturation of lateral PFC/ACC and medial PFC gray matter volume, surface area, and cortical thickness reported higher baseline levels and stronger increases of in-depth exploration. These results provide insight into how individual differences in brain development relate to fluctuations in educational identity development across adolescence and young adulthood.
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Affiliation(s)
- Andrik I Becht
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, The Netherlands; Research Center Adolescent Development, Utrecht University, The Netherlands; Brain and Development Research Center, Leiden University, The Netherlands.
| | - Eduard T Klapwijk
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, The Netherlands; Brain and Development Research Center, Leiden University, The Netherlands
| | - Lara M Wierenga
- Brain and Development Research Center, Leiden University, The Netherlands
| | - Renske van der Cruijsen
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, The Netherlands
| | - Jochem Spaans
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, The Netherlands
| | - Laura van der Aar
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, The Netherlands
| | - Sabine Peters
- Brain and Development Research Center, Leiden University, The Netherlands
| | - Susan Branje
- Research Center Adolescent Development, Utrecht University, The Netherlands
| | - Wim Meeus
- Research Center Adolescent Development, Utrecht University, The Netherlands
| | - Eveline A Crone
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, The Netherlands; Brain and Development Research Center, Leiden University, The Netherlands
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van der Meulen M, Wierenga LM, Achterberg M, Drenth N, van IJzendoorn MH, Crone EA. Genetic and environmental influences on structure of the social brain in childhood. Dev Cogn Neurosci 2020; 44:100782. [PMID: 32716847 PMCID: PMC7374548 DOI: 10.1016/j.dcn.2020.100782] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 03/30/2020] [Accepted: 04/08/2020] [Indexed: 11/17/2022] Open
Abstract
Prosocial behavior and empathy are important aspects of developing social relations in childhood. Prior studies showed protracted structural development of social brain regions associated with prosocial behavior. However, it remains unknown how structure of the social brain is influenced by genetic or environmental factors, and whether overlapping heritability factors explain covariance in structure of the social brain and behavior. The current study examined this hypothesis in a twin sample (aged 7–9-year; N = 512). Bilateral measures of surface area and cortical thickness of the medial prefrontal cortex (mPFC), temporo-parietal junction (TPJ), posterior superior temporal sulcus (pSTS), and precuneus were analyzed. Results showed genetic contributions to surface area and cortical thickness for all brain regions. We found additional shared environmental influences for TPJ, suggesting that this region might be relatively more sensitive to social experiences. Genetic factors also influenced parent-reported prosocial behavior (A = 45%) and empathy (A = 59%). We provided initial evidence that the precuneus shares genetically determined variance with empathy, suggesting a possible small genetic overlap (9%) in brain structure and empathy. These findings show that structure of the social brain and empathy are driven by a combination of genetic and environmental factors, with some factors overlapping for brain structure and behavior.
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Affiliation(s)
- Mara van der Meulen
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands.
| | - Lara M Wierenga
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands
| | - Michelle Achterberg
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands
| | - Nadieh Drenth
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Department of Radiology, Leiden University Medical Center, the Netherlands
| | - Marinus H van IJzendoorn
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, the Netherlands; School of Clinical Medicine, University of Cambridge, UK
| | - Eveline A Crone
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands
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Fandakova Y, Hartley CA. Mechanisms of learning and plasticity in childhood and adolescence. Dev Cogn Neurosci 2020; 42:100764. [PMID: 32072937 PMCID: PMC7013153 DOI: 10.1016/j.dcn.2020.100764] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Affiliation(s)
- Yana Fandakova
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.
| | - Catherine A Hartley
- Department of Psychology and Center for Neural Science, New York University.
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Vijayakumar N, Pfeifer JH. Self-disclosure during adolescence: exploring the means, targets, and types of personal exchanges. Curr Opin Psychol 2020; 31:135-140. [PMID: 31614251 PMCID: PMC7130455 DOI: 10.1016/j.copsyc.2019.08.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Accepted: 08/02/2019] [Indexed: 01/08/2023]
Abstract
Sharing information about oneself, or self-disclosing, is a fundamental interpersonal process that facilitates the attainment of key developmental milestones during adolescence. Changes in self-disclosure behaviors may reflect or support the social reorientation that sees children become increasingly reliant on peers for social and emotional support. Neuroimaging research has highlighted protracted maturation of the structure and function of brain regions that support social cognitive and reward processes underlying self-disclosure during adolescence. This review explores behavioral and neural trends in self-disclosure during adolescence, including research that uses novel experimental paradigms to extend the field beyond self-report measures. Findings show that certain aspects of self-disclosure behavior have adapted to changing social environments, but they remain intrinsically valued across the adolescent period and are essential for relationship development, identity formation and overall self-worth and well-being.
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