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Rousseau S, Katz D, Schussheim A, Frenkel TI. Intergenerational transmission of maternal prenatal anxiety to infant fearfulness: the mediating role of mother-infant bonding. Arch Womens Ment Health 2025; 28:157-171. [PMID: 38861169 PMCID: PMC11761977 DOI: 10.1007/s00737-024-01475-9] [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] [Received: 01/17/2024] [Accepted: 05/10/2024] [Indexed: 06/12/2024]
Abstract
PURPOSE This study is the first to directly investigate the mechanistic role of maternal bonding toward her infant in the early intergenerational pathway of risk from maternal anxiety to infant fearfulness. METHODS Mothers (N = 216; Mage=32.78) reported on their anxiety and bonding at four time-points between pregnancy and ten-months postpartum. At four and ten-months postpartum, infant temperamental precursors of anxiety were assessed through maternal report and observation. RESULTS Cross-lagged longitudinal path modeling indicated a significant link between prenatal maternal anxiety and infant temperamental fearful withdrawal at 10-months postpartum (R2 = 0.117), which was fully explained by decreased maternal bonding at one-month postpartum and increased infant temperamental negative reactivity at 4-months postpartum. CONCLUSION Results support the need to foster maternal bonding in preventive perinatal care, particularly in the context of maternal anxiety.
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Affiliation(s)
- Sofie Rousseau
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel
- School of Education, Ariel University, Ariel, Israel
| | - Danielle Katz
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, United States
| | - Avital Schussheim
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel
| | - Tahl I Frenkel
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel.
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2
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Verhees FG, Bendau A, Unger S, Donix KL, Asselmann E, Martini J. Panic disorder during pregnancy and the first three years after delivery: a systematic review. BMC Pregnancy Childbirth 2025; 25:36. [PMID: 39825251 PMCID: PMC11740555 DOI: 10.1186/s12884-024-07127-1] [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: 06/04/2024] [Accepted: 12/30/2024] [Indexed: 01/20/2025] Open
Abstract
BACKGROUND Panic disorder (PD) is highly prevalent during the peripartum period. The aim of this systematic review was to summarize evidence on risk factors and course patterns of peripartum PD as well as maternal, infant or dyadic outcomes during the first three years after delivery. METHODS A literature search was conducted according to PRISMA guidelines. Inclusion criteria were: (1) a diagnosis of PD or panic attacks during pregnancy, (2) risk factors and course as well as maternal, infant or dyadic outcomes measured in pregnancy and/or up to 3 years postpartum (3) peer-reviewed articles in English or German published between 1980 and April 2024. After screening of n = 2,740 records, n = 75 records based on n = 64 projects were eligible for this systematic review. RESULTS Overall, n = 47 studies investigated the course of PD during the peripartum period, n = 23 studies examined the associations of PD and obstetric, neonatal or infant outcomes, and n = 5 studies focused on the associations of PD and characteristics of the mother-infant dyad. We found (1) no common trajectory, but heterogeneous courses of maternal PD in the peripartum period, (2) associations of maternal PD with birth complications and subsequent postpartum depression, and (3) evidence for associations of PD with infant and dyadic outcomes. LIMITATIONS Diverse outcome measures in recent original publications did not allow for a meta-analytic approach. CONCLUSION Heterogenous courses and outcomes of peripartum PD require comprehensive monitoring of affected mothers and their infants. There is a need for further longitudinal investigations into familial transmission of anxiety disorders.
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Affiliation(s)
- F Gerrik Verhees
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany
| | - Antonia Bendau
- Faculty of Health, HMU Health and Medical University, Potsdam, Germany
| | - Stefanie Unger
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany
- Faculty of Medicine, Institute and Policlinic of Occupational and Social Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany
| | - Katharina L Donix
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany
| | - Eva Asselmann
- Faculty of Health, HMU Health and Medical University, Potsdam, Germany
| | - Julia Martini
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany.
- Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Dresden, Germany.
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3
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Serrano J, Womack S, Yount C, Chowdhury SF, Arnold M, Brunner J, Duberstein Z, Barrett ES, Scheible K, Miller RK, O'Connor TG. Prenatal maternal immune activation predicts observed fearfulness in infancy. Dev Psychol 2024; 60:2052-2061. [PMID: 38546567 PMCID: PMC11436485 DOI: 10.1037/dev0001718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2024]
Abstract
Fear reactivity is an early emerging temperament trait that predicts longer term behavioral and health outcomes. The current analysis tests the hypothesis, an extension of prior research on maternal immune activation (MIA), that the prenatal maternal immune system is a reliable predictor of observed fear reactivity in infancy. The analysis is based on a prospective longitudinal cohort study that collected data from the first trimester and conducted observational assessments of temperament at approximately 12 months of age (n = 281 infants). MIA was assessed from immune biomarkers measured in maternal blood at each trimester; infant temperament was assessed using the Laboratory Temperament Assessment Battery assessment at 12 months; covariates included family and sociodemographic factors. Patterns of inflammatory markers across gestation reliably predicted observed temperament: elevated prenatal MIA was associated with high fear reactivity to novel stimuli. The findings provide novel evidence of prenatal origins of fear reactivity and suggest developmental mechanisms that may underlie early emerging individual differences in child temperament. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
| | - Sean Womack
- Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University
| | - Catherine Yount
- Department of Public Health Sciences, University of Rochester School of Medicine and Dentistry
| | | | - Molly Arnold
- Department of Psychology, University of Rochester
| | - Jessica Brunner
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry
| | | | - Emily S Barrett
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry
| | - Kristin Scheible
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry
| | - Richard K Miller
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry
| | - Thomas G O'Connor
- Department of Psychiatry, University of Rochester School of Medicine and Dentistry
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4
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Anaya B, Bierstedt L, Tucker N, Buss KA, LoBue V, Pérez-Edgar K. Categorical and latent profile approaches to temperamental infant reactivity and early trajectories of socioemotional adjustment. Dev Psychol 2024; 60:2071-2083. [PMID: 38190213 PMCID: PMC11228130 DOI: 10.1037/dev0001679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
This article examines the patterns, and consequences, of infant temperamental reactivity to novel sensory input in a large (N = 357; 271 in current analysis) and diverse longitudinal sample through two approaches. First, we examined profiles of reactivity in 4-month-old infants using the traditional theory-driven analytic approach laid out by Jerome Kagan and colleagues, and derived groups characterized by extreme patterns of negative reactivity and positive reactivity. We then used a theory-neutral, data-driven approach to create latent profiles of reactivity from the same infants. Despite differences in sample characteristics and recruitment strategy, we noted similar reactivity groups relative to prior cohorts. The current data-driven approach found four profiles: high positive, high negative, high motor, and low reactive. Follow-up analyses found differential predictions of internalizing, externalizing, dysregulation, and competence trajectories across 12, 18, and 24 months of life based on 4-month reactivity profiles. Findings are discussed in light of the initial formulation of early reactivity by Kagan and the four decades of research that has followed to refine, bolster, and expand on this approach to child-centered individual differences. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- Berenice Anaya
- Washington University in St. Louis, School of Medicine, St. Louis MO
| | | | - Nora Tucker
- The Pennsylvania State University, Department of Psychology, University Park PA
| | - Kristin A. Buss
- The Pennsylvania State University, Department of Psychology, University Park PA
| | - Vanessa LoBue
- Rutgers University, Department of Psychology, Newark NJ
| | - Koraly Pérez-Edgar
- The Pennsylvania State University, Department of Psychology, University Park PA
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5
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Filippi CA, Winkler AM, Kanel D, Elison JT, Hardiman H, Sylvester C, Pine DS, Fox NA. Neural Correlates of Novelty-Evoked Distress in 4-Month-Old Infants: A Synthetic Cohort Study. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:905-914. [PMID: 38641209 PMCID: PMC11381178 DOI: 10.1016/j.bpsc.2024.03.008] [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: 12/08/2023] [Revised: 03/28/2024] [Accepted: 03/28/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND Observational assessments of infant temperament have provided unparalleled insight into prediction of risk for social anxiety. However, it is challenging to administer and score these assessments alongside high-quality infant neuroimaging data. In the current study, we aimed to identify infant resting-state functional connectivity associated with both parent report and observed behavioral estimates of infant novelty-evoked distress. METHODS Using data from the OIT (Origins of Infant Temperament) study, which includes deep phenotyping of infant temperament, we identified parent-report measures that were associated with observed novelty-evoked distress. These parent-report measures were then summarized into a composite score used for imaging analysis. Our infant magnetic resonance imaging sample was a synthetic cohort, harmonizing data from 2 functional magnetic resonance imaging studies of 4-month-old infants (OIT and BCP [Baby Connectome Project]; n = 101), both of which included measures of parent-reported temperament. Brain-behavior associations were evaluated using enrichment, a statistical approach that quantifies the clustering of brain-behavior associations within network pairs. RESULTS Results demonstrated that parent-report composites of novelty-evoked distress were significantly associated with 3 network pairs: dorsal attention-salience/ventral attention, dorsal attention-default mode, and dorsal attention-control. These network pairs demonstrated negative associations with novelty-evoked distress, indicating that less connectivity between these network pairs was associated with greater novelty-evoked distress. Additional analyses demonstrated that dorsal attention-control network connectivity was associated with observed novelty-evoked distress in the OIT sample (n = 38). CONCLUSIONS Overall, this work is broadly consistent with existing work and implicates dorsal attention network connectivity in novelty-evoked distress. This study provides novel data on the neural basis of infant novelty-evoked distress.
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Affiliation(s)
- Courtney A Filippi
- Department of Child and Adolescent Psychiatry, New York University Grossman School of Medicine, New York, New York.
| | - Anderson M Winkler
- Division of Human Genetics, School of Medicine, University of Texas Rio Grande Valley, Brownsville, Texas
| | - Dana Kanel
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, Maryland; Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland
| | - Jed T Elison
- Institute of Child Development, Department of Pediatrics, Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, Minnesota
| | - Hannah Hardiman
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, Maryland; Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland
| | - Chad Sylvester
- Departments of Psychiatry, Radiology, and the Taylor Family Institute for Innovative Research, Washington University, St. Louis, Missouri
| | - Daniel S Pine
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, Maryland
| | - Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland
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6
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Holley D, Campos LJ, Drzewiecki CM, Zhang Y, Capitanio JP, Fox AS. Rhesus infant nervous temperament predicts peri-adolescent central amygdala metabolism & behavioral inhibition measured by a machine-learning approach. Transl Psychiatry 2024; 14:148. [PMID: 38490997 PMCID: PMC10943234 DOI: 10.1038/s41398-024-02858-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/21/2024] [Accepted: 03/01/2024] [Indexed: 03/18/2024] Open
Abstract
Anxiety disorders affect millions of people worldwide and impair health, happiness, and productivity on a massive scale. Developmental research points to a connection between early-life behavioral inhibition and the eventual development of these disorders. Our group has previously shown that measures of behavioral inhibition in young rhesus monkeys (Macaca mulatta) predict anxiety-like behavior later in life. In recent years, clinical and basic researchers have implicated the central extended amygdala (EAc)-a neuroanatomical concept that includes the central nucleus of the amygdala (Ce) and the bed nucleus of the stria terminalis (BST)-as a key neural substrate for the expression of anxious and inhibited behavior. An improved understanding of how early-life behavioral inhibition relates to an increased lifetime risk of anxiety disorders-and how this relationship is mediated by alterations in the EAc-could lead to improved treatments and preventive strategies. In this study, we explored the relationships between infant behavioral inhibition and peri-adolescent defensive behavior and brain metabolism in 18 female rhesus monkeys. We coupled a mildly threatening behavioral assay with concurrent multimodal neuroimaging, and related those findings to various measures of infant temperament. To score the behavioral assay, we developed and validated UC-Freeze, a semi-automated machine-learning (ML) tool that uses unsupervised clustering to quantify freezing. Consistent with previous work, we found that heightened Ce metabolism predicted elevated defensive behavior (i.e., more freezing) in the presence of an unfamiliar human intruder. Although we found no link between infant-inhibited temperament and peri-adolescent EAc metabolism or defensive behavior, we did identify infant nervous temperament as a significant predictor of peri-adolescent defensive behavior. Our findings suggest a connection between infant nervous temperament and the eventual development of anxiety and depressive disorders. Moreover, our approach highlights the potential for ML tools to augment existing behavioral neuroscience methods.
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Affiliation(s)
- D Holley
- University of California, Department of Psychology, Davis, CA, USA
- California National Primate Research Center, Davis, CA, USA
| | - L J Campos
- University of California, Department of Psychology, Davis, CA, USA
- California National Primate Research Center, Davis, CA, USA
| | - C M Drzewiecki
- California National Primate Research Center, Davis, CA, USA
| | - Y Zhang
- Columbia University, Department of Statistics, New York, NY, USA
| | - J P Capitanio
- University of California, Department of Psychology, Davis, CA, USA
- California National Primate Research Center, Davis, CA, USA
| | - A S Fox
- University of California, Department of Psychology, Davis, CA, USA.
- California National Primate Research Center, Davis, CA, USA.
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7
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Tan E, Zeytinoglu S, Morales S, Buzzell GA, Almas AN, Degnan KA, Chronis-Tuscano A, Henderson H, Pine DS, Fox NA. Social versus non-social behavioral inhibition: Differential prediction from early childhood of long-term psychosocial outcomes. Dev Sci 2024; 27:e13427. [PMID: 37345685 PMCID: PMC10739650 DOI: 10.1111/desc.13427] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 04/14/2023] [Accepted: 06/11/2023] [Indexed: 06/23/2023]
Abstract
Behavioral inhibition (BI) is a temperamental style characterized by cautious and fearful behaviors in novel situations. The present multi-method, longitudinal study examined whether young children's observed and parent-reported BI in social versus non-social contexts predicts different long-term psychosocial outcomes. Participants (N = 279) were drawn from a longitudinal study of socioemotional development. BI in social contexts ("social BI") was measured via children's observed wariness toward unfamiliar adults and peers at 24 and 36 months and parents' reports of children's social fear/shyness at 24, 36, and 48 months. BI in non-social contexts ("non-social BI") was measured via children's observed fearful responses to masks and novel toys, and parents' reports of children's distress to non-social novelty at 9 months and non-social fear at 48 months. At 15 years, anxiety was assessed via adolescent- and parent-reports, and global internalizing and externalizing problems were assessed via parent-reports. Confirmatory factor analysis showed that a two-factor model fit the BI data significantly better than a single-factor model, providing evidence for the dissociation of BI in social versus non-social contexts. Social BI was uniquely associated with adolescent social anxiety, whereas non-social BI was specifically associated with adolescent separation anxiety. Neither social BI nor non-social BI predicted global internalizing and externalizing problems, providing evidence for the specific relations between BI and anxiety problems. Together, these results suggest that young children's inhibited responses in social versus non-social situations predict different subtypes of anxiety problems in adolescence, highlighting the multifaceted nature of BI and the divergent trajectories of different anxiety problems.
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Affiliation(s)
- Enda Tan
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park
- Neuroscience and Cognitive Science Program, University of Maryland, College Park
| | - Selin Zeytinoglu
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park
| | | | | | - Alisa N. Almas
- School of Population and Public Health, University of British Columbia
| | | | | | | | - Daniel S. Pine
- Emotion and Development Branch, Section on Development and Affective Neuroscience, National Institute of Mental Health
| | - Nathan A. Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park
- Neuroscience and Cognitive Science Program, University of Maryland, College Park
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8
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Rousseau S, Feldman T, Shlomi Polachek I, Frenkel TI. Persistent symptoms of maternal post-traumatic stress following childbirth across the first months postpartum: Associations with perturbations in maternal behavior and infant avoidance of social gaze toward mother. INFANCY 2023; 28:882-909. [PMID: 37329252 DOI: 10.1111/infa.12553] [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: 07/19/2021] [Revised: 04/25/2023] [Accepted: 05/09/2023] [Indexed: 06/18/2023]
Abstract
Recent literature identifies childbirth as a potentially traumatic event, following which mothers may develop symptoms of Post-Traumatic-Stress-Following-Childbirth (PTS-FC). The current study examines whether stable symptoms of PTS-FC during the early postpartum period may impose risk for perturbations in maternal behavior and infant social-engagement with mother, controlling for comorbid postpartum internalizing symptoms. Mother-infant dyads (N = 192) were recruited from the general population, during the third trimester of pregnancy. 49.5% of the mothers were primipara, and 48.4% of the infants were girls. Maternal PTS-FC was assessed at 3-day, 1-month and 4-month postpartum, via self-report and clinician-administered interview. Latent Profile Analysis generated two profiles of symptomology: "Stable-High-PTS-FC" (17.0%), and "Stable-Low-PTS-FC" (83%). Membership in the "Stable-High-PTS-FC" profile associated with perturbed maternal sensitivity, which was in turn significantly associated with infant avoidance of social gaze toward mother (Indirect effect β = -0.15). Results suggest the need for early screening and inform the planning of early preventive interventions.
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Affiliation(s)
- Sofie Rousseau
- School of Education, Ariel University, Ariel, Israel
- Baruch Ivcher School of Psychology, Reichman University (IDC Herzliya), Herzliya, Israel
| | - Tamar Feldman
- Baruch Ivcher School of Psychology, Reichman University (IDC Herzliya), Herzliya, Israel
| | - Inbal Shlomi Polachek
- Be'er Ya'akov Medical Center, Beer Yaakov, Israel
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tahl I Frenkel
- Baruch Ivcher School of Psychology, Reichman University (IDC Herzliya), Herzliya, Israel
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9
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Rapee RM, Creswell C, Kendall PC, Pine DS, Waters AM. Anxiety disorders in children and adolescents: A summary and overview of the literature. Behav Res Ther 2023; 168:104376. [PMID: 37499294 DOI: 10.1016/j.brat.2023.104376] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 07/10/2023] [Accepted: 07/17/2023] [Indexed: 07/29/2023]
Abstract
Considerable work has advanced understanding of the nature, causes, management, and prevention of anxiety disorders in children and adolescents over the past 30 years. Prior to this time the primary focus was on school refusal and specific phobias. It is now recognised that children and adolescents experience the full gamut of anxiety disorders in very similar ways to adults and that anxiety disorders in the paediatric years can predict a lifelong mental-health struggle. Given the vast array of specific studies in this field, the current review summarises current knowledge about these high prevalence disorders, points to overarching limitations, and suggests potentially important future directions. Following a brief historical overview, the review summarises knowledge about demographic and epidemiological characteristics, distal and proximal risk factors, current treatment directions, and prevention. There is still a great deal to learn about the causes and treatments of child and adolescent anxiety disorders. By amalgamating our current knowledge, this review provides a window to the research directions that are likely to lead to future advances.
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Affiliation(s)
- Ronald M Rapee
- Centre for Emotional Health, School of Psychological Sciences, Macquarie University, Sydney, Australia.
| | - Cathy Creswell
- Departments of Psychiatry and Experimental Psychology, University of Oxford, Oxford, UK
| | - Philip C Kendall
- Department of Psychology, Temple University, Child and Adolescent Anxiety Disorders Clinic, USA
| | - Daniel S Pine
- National Institute of Mental Health Intramural Research Program (NIMH-IRP), USA
| | - Allison M Waters
- School of Applied Psychology, Griffith University, Brisbane, Australia
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10
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Fox NA, Zeytinoglu S, Valadez EA, Buzzell GA, Morales S, Henderson HA. Annual Research Review: Developmental pathways linking early behavioral inhibition to later anxiety. J Child Psychol Psychiatry 2023; 64:537-561. [PMID: 36123776 PMCID: PMC10690832 DOI: 10.1111/jcpp.13702] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/15/2022] [Indexed: 11/29/2022]
Abstract
Behavioral Inhibition is a temperament identified in the first years of life that enhances the risk for development of anxiety during late childhood and adolescence. Amongst children characterized with this temperament, only around 40 percent go on to develop anxiety disorders, meaning that more than half of these children do not. Over the past 20 years, research has documented within-child and socio-contextual factors that support differing developmental pathways. This review provides a historical perspective on the research documenting the origins of this temperament, its biological correlates, and the factors that enhance or mitigate risk for development of anxiety. We review as well, research findings from two longitudinal cohorts that have identified moderators of behavioral inhibition in understanding pathways to anxiety. Research on these moderators has led us to develop the Detection and Dual Control (DDC) framework to understand differing developmental trajectories among behaviorally inhibited children. In this review, we use this framework to explain why and how specific cognitive and socio-contextual factors influence differential pathways to anxiety versus resilience.
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Affiliation(s)
- Nathan A. Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, USA
| | - Selin Zeytinoglu
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, USA
| | - Emilio A. Valadez
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, USA
| | - George A. Buzzell
- Department of Psychology, Florida International University, Miami, FL, USA
| | - Santiago Morales
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
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11
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Kling JL, Mistry-Patel S, Peoples SG, Caldera DR, Brooker RJ. Prenatal maternal depression predicts neural maturation and negative emotion in infants. Infant Behav Dev 2023; 70:101802. [PMID: 36508874 PMCID: PMC9870954 DOI: 10.1016/j.infbeh.2022.101802] [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: 03/02/2022] [Revised: 12/01/2022] [Accepted: 12/02/2022] [Indexed: 12/14/2022]
Abstract
Despite widespread acceptance that prenatal symptoms of depression in mothers are detrimental to infants' long-term emotional and cognitive development, little is known about the mechanisms that may integrate outcomes across these domains. Rooted in the integrative perspective that emotional development is grounded in developing cognitive processes, we hypothesized that prenatal symptoms of depression in mothers would be associated with delays in neural maturation that support sociocognitive function in infants, leading to more problematic behaviors. We used a prospective longitudinal study of mothers (N = 92) and their infants to test whether self-reported symptoms of depression in mothers during the second and third trimesters were associated with neural development and infant outcomes at 4 months of age. While controlling for postpartum symptoms of depression, more prenatal symptoms of depression in mothers predicted less neural maturation in the parietal region of 4-month-old infants. Less neural maturation, in turn, was associated with greater infant negativity, suggesting neural maturation as a putative mechanism linking maternal symptoms of depression with infant outcomes. Differences in neural regions and developmental timing are also discussed.
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Affiliation(s)
- Jennifer L Kling
- Department of Psychological and Brain Sciences, Texas A&M University, USA.
| | - Sejal Mistry-Patel
- Department of Psychological and Brain Sciences, Texas A&M University, USA
| | - Sarah G Peoples
- Department of Psychological and Brain Sciences, Texas A&M University, USA
| | - Daniel R Caldera
- Department of Psychological and Brain Sciences, Texas A&M University, USA
| | - Rebecca J Brooker
- Department of Psychological and Brain Sciences, Texas A&M University, USA
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12
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Vallorani A, Gunther KE, Anaya B, Burris JL, Field AP, LoBue V, Buss KA, Pérez-Edgar K. Assessing bidirectional relations between infant temperamental negative affect, maternal anxiety symptoms and infant affect-biased attention across the first 24-months of life. Dev Psychol 2023; 59:364-376. [PMID: 36442010 PMCID: PMC9905283 DOI: 10.1037/dev0001479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Developmental theories suggest affect-biased attention, preferential attention to emotionally salient stimuli, emerges during infancy through coordinating individual differences. Here we examined bidirectional relations between infant affect-biased attention, temperamental negative affect, and maternal anxiety symptoms using a Random Intercepts Cross-Lagged Panel model (RI-CLPM). Infant-mother pairs from Central Pennsylvania and Northern New Jersey (N = 342; 52% White; 50% reported as assigned female at birth) participated when infants were 4, 8, 12, 18 and 24 months of age. Infants completed the overlap task while eye-tracking data were collected. Mothers reported their infant's negative affect and their own anxiety symptoms. In an RI-CLPM, after accounting for between-person variance (random intercepts representing the latent average of a construct), it is possible to assess within-person variance (individual deviations from the latent average of a construct). Positive relations represent stability in constructs (smaller within-person deviations). Negative relations represent fluctuation in constructs (larger within-person deviations). At the between-person level (random intercepts), mothers with greater anxiety symptoms had infants with greater affect-biased attention. However, at the within-person level (deviations), greater fluctuation in maternal anxiety symptoms at 12- and 18 months prospectively related to greater stability in attention to angry facial configurations. Additionally, greater fluctuation in maternal anxiety symptoms at 18 months prospectively related to greater stability in attention to happy facial configurations. Finally, greater fluctuation in maternal anxiety symptoms at 4- and 12 months prospectively related to greater stability in infant negative affect. These results suggest that environmental uncertainty, linked to fluctuating maternal anxiety, may shape early socioemotional development. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
| | | | - Berenice Anaya
- Department of Psychology, The Pennsylvania State University
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13
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Mudra S, Göbel A, Möhler E, Stuhrmann LY, Schulte-Markwort M, Arck P, Hecher K, Diemert A. Behavioral Inhibition in the Second Year of Life Is Predicted by Prenatal Maternal Anxiety, Overprotective Parenting and Infant Temperament in Early Infancy. Front Psychiatry 2022; 13:844291. [PMID: 35722567 PMCID: PMC9203734 DOI: 10.3389/fpsyt.2022.844291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 05/16/2022] [Indexed: 11/22/2022] Open
Abstract
Background Behavioral inhibition, characterized by shyness, fear and avoidance of novel stimuli, has been linked with internalizing personality traits in childhood, adolescence and early adulthood, and particularly later social anxiety disorder. Little is known about the relevance of potential prenatal precursors and early predictors for the development of inhibited behavior, such as infant vulnerability and family risk factors like parental anxiety and overprotection. Pregnancy-related anxiety has been associated with both infant temperament and maternal overprotective parenting. Thus, the aim of this study was investigating the predictive relevance of prenatal pregnancy-related anxiety for behavioral inhibition in toddlerhood, by considering the mediating role of maternal overprotection and infant distress to novelty. Materials and Methods As part of a longitudinal pregnancy cohort, behavioral inhibition at 24 months postpartum was assessed in N = 170 mother-child pairs. Maternal pregnancy-related anxiety was examined in the third trimester of pregnancy, and maternal overprotection and infant distress to novelty at 12 months postpartum. Results Mediation analysis with two parallel mediators showed that the significant direct effect of pregnancy-related anxiety on child behavioral inhibition was fully mediated by infant distress to novelty p < 0.001 and maternal overprotection (p < 0.05). The included variables explained 26% of variance in behavioral inhibition. A subsequent explorative mediation analysis with serial mediators further showed a significant positive association between distress to novelty and maternal overprotective parenting (p < 0.05). Conclusion Results indicate a predictive relevance of both infant and maternal factors for the development of behavioral inhibition in toddlerhood. Mothers who perceived more pregnancy-related anxiety showed more overprotective parenting and had infants with more distress to novelty. Further, mothers being more overprotective reported their child to be more inhibited in toddlerhood. Our findings also indicate the stability of reported infant distress to novelty as one aspect of later behavioral inhibition. Addressing specific forms of parental anxiety from pregnancy on and in interaction with child-related variables seems to be a promising approach for future studies and clinical interventions.
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Affiliation(s)
- Susanne Mudra
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ariane Göbel
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Eva Möhler
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Saarland University Medical Center, Hamburg, Germany
| | - Lydia Yao Stuhrmann
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Michael Schulte-Markwort
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Petra Arck
- Division of Experimental Feto-Maternal Medicine, Department of Obstetrics and Fetal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kurt Hecher
- Department of Obstetrics and Fetal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anke Diemert
- Department of Obstetrics and Fetal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Margolis AE, Liu R, Conceição VA, Ramphal B, Pagliaccio D, DeSerisy ML, Koe E, Selmanovic E, Raudales A, Emanet N, Quinn AE, Beebe B, Pearson BL, Herbstman JB, Rauh VA, Fifer WP, Fox NA, Champagne FA. Convergent neural correlates of prenatal exposure to air pollution and behavioral phenotypes of risk for internalizing and externalizing problems: Potential biological and cognitive pathways. Neurosci Biobehav Rev 2022; 137:104645. [PMID: 35367513 DOI: 10.1016/j.neubiorev.2022.104645] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 03/20/2022] [Accepted: 03/28/2022] [Indexed: 02/04/2023]
Abstract
Humans are ubiquitously exposed to neurotoxicants in air pollution, causing increased risk for psychiatric outcomes. Effects of prenatal exposure to air pollution on early emerging behavioral phenotypes that increase risk of psychopathology remain understudied. We review animal models that represent analogues of human behavioral phenotypes that are risk markers for internalizing and externalizing problems (behavioral inhibition, behavioral exuberance, irritability), and identify commonalities among the neural mechanisms underlying these behavioral phenotypes and the neural targets of three types of air pollutants (polycyclic aromatic hydrocarbons, traffic-related air pollutants, fine particulate matter < 2.5 µm). We conclude that prenatal exposure to air pollutants increases risk for behavioral inhibition and irritability through distinct mechanisms, including altered dopaminergic signaling and hippocampal morphology, neuroinflammation, and decreased brain-derived neurotrophic factor expression. Future studies should investigate these effects in human longitudinal studies incorporating complex exposure measurement methods, neuroimaging, and behavioral characterization of temperament phenotypes and neurocognitive processing to facilitate efforts aimed at improving long-lasting developmental benefits for children, particularly those living in areas with high levels of exposure.
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Affiliation(s)
- Amy E Margolis
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA.
| | - Ran Liu
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Vasco A Conceição
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Bruce Ramphal
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - David Pagliaccio
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Mariah L DeSerisy
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Emily Koe
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Ena Selmanovic
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Amarelis Raudales
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Nur Emanet
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Aurabelle E Quinn
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | - Beatrice Beebe
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Brandon L Pearson
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Julie B Herbstman
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA; Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Virginia A Rauh
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY, USA; Heilbrunn Department of Population & Family Health, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - William P Fifer
- Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Pediatrics, Columbia University Medical Center, New York, NY, USA; Division of Developmental Neuroscience, New York State Psychiatric Institute, New York, NY, USA
| | - Nathan A Fox
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, USA; Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, USA
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15
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Abstract
This review considers two themes. The first section describes the influence of two temperamental biases detectable in infants that render children vulnerable to maladaptive behavior if the rearing environment invites such responses. Infants who display high levels of limb activity and crying in response to unexpected events are likely to be shy and fearful as children and are at risk for an anxiety disorder. Infants who display little limb movement and crying are susceptible to assuming risks and vulnerable to asocial behavior if the rearing environment invites these actions. The second section criticizes three common research practices: failure to examine patterns of measures for predictors and outcomes, an indifference to the power of the setting on the evidence recorded, and the distortions that semantic terms in questionnaires impose on replies.
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Affiliation(s)
- Jerome Kagan
- Department of Psychology, Harvard University, Cambridge, Massachusetts, USA
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16
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Filippi CA, Valadez EA, Fox NA, Pine DS. Temperamental risk for anxiety: emerging work on the infant brain and later neurocognitive development. Curr Opin Behav Sci 2022; 44:101105. [PMID: 35342779 PMCID: PMC8955382 DOI: 10.1016/j.cobeha.2022.101105] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Behavioral inhibition (BI), an infant temperament characterized by distress to novelty, is amongst the strongest early risk markers for future anxiety. In this review, we highlight three ways that recent research elucidates key details about the pathophysiology of anxiety in individuals with BI. First, atypical amygdala connectivity during infancy may be related to BI. Second, developmental shifts in cognitive control may portend risk for anxiety for children with BI. Lastly, distinct cognitive control processes moderate the BI-anxiety relation in different ways. Studying the intersection of these three streams of work may inform prevention or intervention work.
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Affiliation(s)
- Courtney A Filippi
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, United States
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, 20742, United States
- Indicates shared first authorship
- Present address: Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, Maryland, 20892
| | - Emilio A Valadez
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, 20742, United States
- Indicates shared first authorship
| | - Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, 20742, United States
| | - Daniel S Pine
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, United States
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17
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Perlman SB, Lunkenheimer E, Panlilio C, Pérez-Edgar K. Parent-to-Child Anxiety Transmission Through Dyadic Social Dynamics: A Dynamic Developmental Model. Clin Child Fam Psychol Rev 2022; 25:110-129. [PMID: 35195833 PMCID: PMC9990140 DOI: 10.1007/s10567-022-00391-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2022] [Indexed: 12/15/2022]
Abstract
The intergenerational transmission of psychopathology is one of the strongest known risk factors for childhood disorder and may be a malleable target for prevention and intervention. Anxious parents have distinct parenting profiles that impact socioemotional development, and these parenting effects may result in broad alterations to the biological and cognitive functioning of their children. Better understanding the functional mechanisms by which parental risk is passed on to children can provide (1) novel markers of risk for socioemotional difficulties, (2) specific targets for intervention, and (3) behavioral and biological indices of treatment response. We propose a developmental model in which dyadic social dynamics serve as a key conduit in parent-to-child transmission of anxiety. Dyadic social dynamics capture the moment-to-moment interactions between parent and child that occur on a daily basis. In shaping the developmental trajectory from familial risk to actual symptoms, dyadic processes act on mechanisms of risk that are evident prior to, and in the absence of, any eventual disorder onset. First, we discuss dyadic synchrony or the moment-to-moment coordination between parent and child within different levels of analysis, including neural, autonomic, behavioral, and emotional processes. Second, we discuss how overt emotion modeling of distress is observed and internalized by children and later reflected in their own behavior. Thus, unlike synchrony, this is a more sequential process that cuts across levels of analysis. We also discuss maladaptive cognitive and affective processing that is often evident with increases in child anxiety symptoms. Finally, we discuss additional moderators (e.g., parent sex, child fearful temperament) that may impact dyadic processes. Our model is proposed as a conceptual framework for testing hypotheses regarding dynamic processes that may ultimately guide novel treatment approaches aimed at intervening on dyadically linked biobehavioral mechanisms before symptom onset.
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18
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Ostlund B, Myruski S, Buss K, Pérez-Edgar KE. The centrality of temperament to the research domain criteria (RDoC): The earliest building blocks of psychopathology. Dev Psychopathol 2021; 33:1584-1598. [PMID: 34365985 PMCID: PMC10039756 DOI: 10.1017/s0954579421000511] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The research domain criteria (RDoC) is an innovative approach designed to explore dimensions of human behavior. The aim of this approach is to move beyond the limits of psychiatric categories in the hope of aligning the identification of psychological health and dysfunction with clinical neuroscience. Despite its contributions to adult psychopathology research, RDoC undervalues ontogenetic development, which circumscribes our understanding of the etiologies, trajectories, and maintaining mechanisms of psychopathology risk. In this paper, we argue that integrating temperament research into the RDoC framework will advance our understanding of the mechanistic origins of psychopathology beginning in infancy. In illustrating this approach, we propose the incorporation of core principles of temperament theories into a new "life span considerations" subsection as one option for infusing development into the RDoC matrix. In doing so, researchers and clinicians may ultimately have the tools necessary to support emotional development and reduce a young child's likelihood of psychological dysfunction beginning in the first years of life.
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Affiliation(s)
- Brendan Ostlund
- Department of Psychology, The Pennsylvania State University, University Park, US
| | - Sarah Myruski
- Department of Psychology, The Pennsylvania State University, University Park, US
| | - Kristin Buss
- Department of Psychology, The Pennsylvania State University, University Park, US
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, US
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19
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Filippi CA, Ravi S, Bracy M, Winkler A, Sylvester CM, Pine DS, Fox NA. Amygdala Functional Connectivity and Negative Reactive Temperament at Age 4 Months. J Am Acad Child Adolesc Psychiatry 2021; 60:1137-1146. [PMID: 33385507 PMCID: PMC8239057 DOI: 10.1016/j.jaac.2020.11.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 11/18/2020] [Accepted: 12/23/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Infant amygdala connectivity correlates with maternal reports of infant temperament characterized by novelty-evoked distress and avoidance. However, no studies have examined how human infant amygdala connectivity relates to direct observations of novelty-evoked distress. This study examined the link between amygdala connectivity and infant novelty-evoked distress using direct observation of temperament. METHOD Novelty-evoked distress was assessed at 4 months of age (N = 90) using a standardized reactivity assessment and parent report. Within 3 weeks of assessment, resting-state functional magnetic resonance imaging was collected in a subset of infants (n = 34). Using a whole-brain voxelwise approach, amygdala connectivity associated with positive and negative affect during the reactivity assessment was examined. Regions where the association of amygdala connectivity with negative affect was higher than with positive affect were then examined. Associations between amygdala connectivity and parent report of temperament were also examined. RESULTS Greater amygdala-cingulate and amygdala-superior frontal gyrus connectivity was associated with lower positive affect during the reactivity assessment. Further, the association between amygdala-cingulate connectivity was greater for negative affect compared with positive affect. There were no significant associations between latency to approach novelty (as measured by parent report) and amygdala connectivity. Validation analyses conducted using a large independent longitudinal sample (N = 323) demonstrated that negative reactivity was associated with increased child-reported anxiety symptoms in adolescence. CONCLUSION These results provide novel insight into the developmental pathophysiology of novelty-evoked distress. This is consistent with research linking an altered cognitive control mechanism to temperamental risk for anxiety.
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Affiliation(s)
- Courtney A Filippi
- University of Maryland, College Park; National Institute of Mental Health (NIMH), Bethesda, Maryland.
| | | | | | | | | | - Daniel S Pine
- National Institute of Mental Health (NIMH), Bethesda, Maryland
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20
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Fox NA, Buzzell GA, Morales S, Valadez EA, Wilson M, Henderson HA. Understanding the Emergence of Social Anxiety in Children With Behavioral Inhibition. Biol Psychiatry 2021; 89:681-689. [PMID: 33353668 PMCID: PMC7954867 DOI: 10.1016/j.biopsych.2020.10.004] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 09/23/2020] [Accepted: 10/05/2020] [Indexed: 12/22/2022]
Abstract
Behavioral inhibition (BI) is a temperament characterized in early childhood by distress to novelty and avoidance of unfamiliar people, and it is one of the best-known risk factors for the development of social anxiety. However, nearly 60% of children with BI do not go on to meet criteria for social anxiety disorder. In this review we present an approach to understanding differential developmental trajectories among children with BI. We review research using laboratory-based tasks that isolate specific attention processes that enhance versus mitigate risk for social anxiety among behaviorally inhibited children and studies that suggest that BI is associated with heightened detection of novelty or threat. Moreover, stimulus-driven control processes, which we term "automatic control," increase the probability that behaviorally inhibited children display socially reticent behavior and develop social anxiety. In contrast, goal-driven control processes, which we term "planful control," decrease risk for anxiety. We suggest that these three categories of processes (detection, automatic control, and planful control) function together to determine whether behaviorally inhibited children are able to flexibly regulate their initial reactions to novelty, and in turn, decrease risk for social anxiety. Although laboratory-based tasks have identified these processes underlying risk and resilience, the challenge is linking them to the emotions, thoughts, and behaviors of behaviorally inhibited children in real-world contexts.
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Affiliation(s)
- Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland.
| | - George A Buzzell
- Department of Psychology, Florida International University, Miami, Florida
| | - Santiago Morales
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland
| | - Emilio A Valadez
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland
| | - McLennon Wilson
- Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada
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21
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Vallorani A, Fu X, Morales S, LoBue V, Buss KA, Pérez-Edgar K. Variable- and person-centered approaches to affect-biased attention in infancy reveal unique relations with infant negative affect and maternal anxiety. Sci Rep 2021; 11:1719. [PMID: 33462275 PMCID: PMC7814017 DOI: 10.1038/s41598-021-81119-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 12/22/2020] [Indexed: 12/27/2022] Open
Abstract
Affect-biased attention is an automatic process that prioritizes emotionally or motivationally salient stimuli. Several models of affect-biased attention and its development suggest that it comprises an individual's ability to both engage with and disengage from emotional stimuli. Researchers typically rely on singular tasks to measure affect-biased attention, which may lead to inconsistent results across studies. Here we examined affect-biased attention across three tasks in a unique sample of 193 infants, using both variable-centered (factor analysis; FA) and person-centered (latent profile analysis; LPA) approaches. Using exploratory FA, we found evidence for two factors of affect-biased attention: an Engagement factor and a Disengagement factor, where greater maternal anxiety was related to less engagement with faces. Using LPA, we found two groups of infants with different patterns of affect-biased attention: a Vigilant group and an Avoidant group. A significant interaction noted that infants higher in negative affect who also had more anxious mothers were most likely to be in the Vigilant group. Overall, these results suggest that both FA and LPA are viable approaches for studying distinct questions related to the development of affect-biased attention, and set the stage for future longitudinal work examining the role of infant negative affect and maternal anxiety in the emergence of affect-biased attention.
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Affiliation(s)
- Alicia Vallorani
- Department of Psychology, The Pennsylvania State University, University Park, PA, 16802, USA.
| | - Xiaoxue Fu
- University of South Carolina, Columbia, SC, USA
| | | | | | - Kristin A Buss
- Department of Psychology, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Koraly Pérez-Edgar
- Department of Psychology, The Pennsylvania State University, University Park, PA, 16802, USA
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22
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Anaya B, Vallorani A, Pérez-Edgar K. Dyadic behavioral synchrony between behaviorally inhibited and non-inhibited peers is associated with concordance in EEG frontal Alpha asymmetry and Delta-Beta coupling. Biol Psychol 2021; 159:108018. [PMID: 33450325 DOI: 10.1016/j.biopsycho.2021.108018] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 01/06/2021] [Accepted: 01/08/2021] [Indexed: 12/28/2022]
Abstract
Behavioral synchrony during social interactions is foundational for the development of social relationships. Behavioral inhibition (BI), characterized by wariness to social novelty and increased anxiety, may influence how children engage in moment-to-moment behavioral synchrony. EEG-derived frontal Alpha asymmetry and Delta-Beta coupling reflect approach-avoidance behavior and emotion regulation, respectively. We examined the relation between intradyadic behavioral synchrony in energy levels and peer gaze, BI, and EEG measures (N = 136, 68 dyads, MeanAge = 10.90 years) during unstructured and structured interactions. Energy levels were negatively synchronized when both children exhibited right Alpha asymmetry. If either child exhibited left Alpha asymmetry, the dyad exhibited more positive synchrony. Peer gaze was less synchronized during the unstructured task with left Alpha asymmetry. Greater positive Delta-Beta coupling in BI children was associated with more peer gaze synchrony. Peer gaze was asynchronous when BI children exhibited negative Delta-Beta coupling and their partner exhibited positive coupling.
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23
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Pérez-Edgar K, LoBue V, Buss KA, Field AP. Study Protocol: Longitudinal Attention and Temperament Study. Front Psychiatry 2021; 12:656958. [PMID: 34168577 PMCID: PMC8218812 DOI: 10.3389/fpsyt.2021.656958] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 04/15/2021] [Indexed: 12/15/2022] Open
Abstract
Background: Attention processes may play a central role in shaping trajectories of socioemotional development. Individuals who are clinically anxious or have high levels of trait anxiety sometimes show attention biases to threat. There is emerging evidence that young children also demonstrate a link between attention bias to salient stimuli and broad socioemotional profiles. However, we do not have a systematic and comprehensive assessment of how attention biases, and associated neural and behavioral correlates, emerge and change from infancy through toddlerhood. This paper describes the Longitudinal Attention and Temperament study (LAnTs), which is designed to target these open questions. Method: The current study examines core components of attention across the first 2 years of life, as well as measures of temperament, parental psychosocial functioning, and biological markers of emotion regulation and anxiety risk. The demographically diverse sample (N = 357) was recruited from the area surrounding State College, PA, Harrisburg, PA, and Newark, NJ. Infants and parents are assessed at 4, 8, 12, 18, and 24 months. Assessments include repeated measures of attention bias (via eye-tracking) in both infants and parents, and measures of temperament (reactivity, negative affect), parental traits (e.g., anxiety and depression), biological markers (electrophysiology, EEG, and respiratory sinus arrythmia, RSA), and the environment (geocoding, neighborhood characteristics, perceived stress). Outcomes include temperamental behavioral inhibition, social behavior, early symptom profiles, and cellular aging (e.g., telomere length). Discussion: This multi-method study aims to identify biomarkers and behavioral indicators of attentional and socioemotional trajectories. The current study brought together innovative measurement techniques to capture the earliest mechanisms that may be causally linked to a pervasive set of problem behaviors. The analyses the emerge from the study will address important questions of socioemotional development and help shape future research. Analyses systematically assessing attention bias patterns, as well as socioemotional profiles, will allow us to delineate the time course of any emerging interrelations. Finally, this study is the first to directly assess competing models of the role attention may play in socioemotional development in the first years of life.
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Affiliation(s)
- Koraly Pérez-Edgar
- Department of Psychology, The Pennsylvania State University, University Park, PA, United States
| | - Vanessa LoBue
- Department of Psychology, Rutgers University, Newark, NJ, United States
| | - Kristin A Buss
- Department of Psychology, The Pennsylvania State University, University Park, PA, United States
| | - Andy P Field
- School of Psychology, University of Sussex, Brighton, United Kingdom
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24
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Filippi CA, Subar AR, Sachs JF, Kircanski K, Buzzell G, Pagliaccio D, Abend R, Fox NA, Leibenluft E, Pine DS. Developmental pathways to social anxiety and irritability: The role of the ERN. Dev Psychopathol 2020; 32:897-907. [PMID: 31656217 PMCID: PMC7265174 DOI: 10.1017/s0954579419001329] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Early behaviors that differentiate later biomarkers for psychopathology can guide preventive efforts while also facilitating pathophysiological research. We tested whether error-related negativity (ERN) moderates the link between early behavior and later psychopathology in two early childhood phenotypes: behavioral inhibition and irritability. From ages 2 to 7 years, children (n = 291) were assessed longitudinally for behavioral inhibition (BI) and irritability. Behavioral inhibition was assessed via maternal report and behavioral responses to novelty. Childhood irritability was assessed using the Child Behavior Checklist. At age 12, an electroencephalogram (EEG) was recorded while children performed a flanker task to measure ERN, a neural indicator of error monitoring. Clinical assessments of anxiety and irritability were conducted using questionnaires (i.e., Screen for Child Anxiety Related Disorders and Affective Reactivity Index) and clinical interviews. Error monitoring interacted with early BI and early irritability to predict later psychopathology. Among children with high BI, an enhanced ERN predicted greater social anxiety at age 12. In contrast, children with high childhood irritability and blunted ERN predicted greater irritability at age 12. This converges with previous work and provides novel insight into the specificity of pathways associated with psychopathology.
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Affiliation(s)
- Courtney A Filippi
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD20892, USA
| | - Anni R Subar
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD20892, USA
| | - Jessica F Sachs
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD20892, USA
| | - Katharina Kircanski
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD20892, USA
| | - George Buzzell
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD20742, USA
| | - David Pagliaccio
- Division of Child & Adolescent Psychiatry, New York State Psychiatric Institute, Columbia University, New York, NY10032, USA
| | - Rany Abend
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD20892, USA
| | - Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD20742, USA
| | - Ellen Leibenluft
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD20892, USA
| | - Daniel S Pine
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD20892, USA
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Pérez-Edgar K, Vallorani A, Buss KA, LoBue V. Individual differences in infancy research: Letting the baby stand out from the crowd. INFANCY 2020; 25:438-457. [PMID: 32744796 PMCID: PMC7461611 DOI: 10.1111/infa.12338] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 12/29/2019] [Accepted: 01/08/2020] [Indexed: 12/30/2022]
Abstract
Within the developmental literature, there is an often unspoken tension between studies that aim to capture broad scale, fairly universal nomothetic traits, and studies that focus on mechanisms and trajectories that are idiographic and bounded to some extent by systematic individual differences. The suitability of these approaches varies as a function of the specific research interests at hand. Although the approaches are interdependent, they have often proceeded as parallel research traditions. The current review notes some of the historical and empirical bases for this divide and suggests that each tradition would benefit from incorporating both methodological approaches to iteratively examine universal (nomothetic) phenomena and the individual differences (idiographic) factors that lead to variation in development. This work may help isolate underlying causal mechanisms, better understand current functioning, and predict long-term developmental consequences. In doing so, we also highlight empirical and structural issues that need to be addressed to support this integration.
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Lawrence PJ, Creswell C, Cooper PJ, Murray L. The role of maternal anxiety disorder subtype, parenting and infant stable temperamental inhibition in child anxiety: a prospective longitudinal study. J Child Psychol Psychiatry 2020; 61:779-788. [PMID: 31916250 DOI: 10.1111/jcpp.13187] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/28/2019] [Indexed: 11/27/2022]
Abstract
BACKGROUND Social anxiety disorder (SAD) aggregates in families. To elucidate intergenerational transmission of risk, we examined whether childhood SAD and symptoms of anxiety were prospectively predicted by stable infant temperamental inhibition, maternal SAD, maternal generalized anxiety disorder (GAD) and maternal parenting behaviours. METHODS We conducted a longitudinal study beginning prenatally with follow-up at 4, 10, 14 and 58 months postnatally. Mothers were assessed for anxiety disorders prenatally and assigned to one of three groups: SAD (n = 67), GAD (n = 56) and nonanxious controls (n = 94). We assessed infant temperamental inhibition at 4 and 14 months, maternal parenting behaviours at 10 and 58 months, and child anxiety disorders and symptoms at 58 months. RESULTS Child SAD at 58 months was predicted by prenatal maternal SAD (OR = 23.76, 95% CI = 1.15-60.37), but not by prenatal maternal GAD (OR = 7.44, 95% CI = 0.32-124.49), stable temperamental inhibition or maternal behaviours. Child anxiety symptoms at 58 months were predicted specifically by maternal SAD (but not GAD), and also by concurrent maternal intrusiveness. Stable temperamental inhibition moderated the association between 10-month maternal encouragement and 58-month child anxiety symptoms. CONCLUSIONS We found evidence for specificity of risk for child SAD and anxiety symptoms from maternal SAD compared to maternal GAD. Childhood anxiety symptoms were also predicted by an interaction between a lack of maternal encouragement in infancy and stable temperamental inhibition, as well as concurrent maternal intrusiveness. The findings have clinical implications for targeted prevention of child anxiety.
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Affiliation(s)
- Peter J Lawrence
- School of Psychology, University of Southampton, Southampton, UK
| | - Cathy Creswell
- Departments of Experimental Psychology and Psychiatry, University of Oxford, Oxford, UK
| | - Peter J Cooper
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Lynne Murray
- School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
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Filippi CA, Sachs JF, Phillips D, Winkler A, Gold AL, Leibenluft E, Pine DS, Fox NA. Infant behavioral reactivity predicts change in amygdala volume 12 years later. Dev Cogn Neurosci 2020; 42:100776. [PMID: 32452462 PMCID: PMC7096757 DOI: 10.1016/j.dcn.2020.100776] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 03/06/2020] [Accepted: 03/09/2020] [Indexed: 11/25/2022] Open
Abstract
The current study examined the link between temperamental reactivity in infancy and amygdala development in middle childhood. A sample (n = 291) of four-month-old infants was assessed for infant temperament, and two groups were identified: those exhibiting negative reactivity (n = 116) and those exhibiting positive reactivity (n = 106). At 10 and 12 years of age structural imaging was completed on a subset of these participants (n = 75). Results indicate that, between 10 and 12 years of age, left amygdala volume increased more slowly in those with negative compared to positive reactive temperament. These results provide novel evidence linking early temperament to distinct patterns of brain development over middle childhood.
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Affiliation(s)
- Courtney A Filippi
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD, 20892, United States; Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, 20742, United States.
| | - Jessica F Sachs
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD, 20892, United States
| | - Dominique Phillips
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD, 20892, United States
| | - Anderson Winkler
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD, 20892, United States
| | - Andrea L Gold
- Department of Psychiatry and Human Behavior, Brown University Warren Alpert Medical School, Providence, RI, 02912, United States
| | - Ellen Leibenluft
- Section on Mood Dysregulation and Neuroscience, National Institute of Mental Health, Bethesda, MD, 20892, United States
| | - Daniel S Pine
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, MD, 20892, United States
| | - Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, 20742, United States
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Shewark EA, Brick TR, Buss KA. Capturing temporal dynamics of fear behaviors on a moment-to-moment basis. INFANCY 2020; 25:264-285. [PMID: 32395080 DOI: 10.1111/infa.12328] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Identifying patterns of fearful behaviors early and accurately is essential to identify children who may be at increased risk for psychopathology. Previous work focused on the total amount of fear by using composites across time. However, considering the temporal dynamics of fear expression might offer novel insights into the identification of children at risk. One hundred and twenty-five toddlers participated in high- and low-fear tasks. Data were modeled using a novel two-step approach. First, a hidden Markov model estimated latent fear states and transitions across states over time. Results revealed children's behavior was best represented by six behavioral states. Next, these states were analyzed using sequence clustering to identify groups of children with similar dynamic trajectories through the states. A four-cluster solution found groups of children varied in fear response and regulation process: "external regulators" (using the caregiver as a regulation tool), "low reactive" (low reaction to stimulus), "fearful explorers" (managing their own internal state with minimal assistance from the caregiver), and "high fear" (fearful/at-caregiver state regardless of task). The combination of analytic tools enabled fine-grained examination of the processes of fearful temperament. These insights may help prevention programs target behaviors that perpetuate anxious behavior in the moment.
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Affiliation(s)
| | - Timothy R Brick
- The Pennsylvania State University, University Park, Pennsylvania
| | - Kristin A Buss
- The Pennsylvania State University, University Park, Pennsylvania
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Nozadi SS, Henderson HA, Degnan KA, Fox NA. Longitudinal patterns of anger reactivity and risk-taking: The role of peer-context. SOCIAL DEVELOPMENT 2020; 29:600-614. [PMID: 34262242 PMCID: PMC8276680 DOI: 10.1111/sode.12412] [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: 12/03/2018] [Accepted: 09/09/2019] [Indexed: 11/28/2022]
Abstract
The current study examined the interplay between children's dispositional anger and susceptibility to peers' influence in increasing children's risk-taking behaviors. Participants in the current study were children from a larger study of temperament and social-emotional development who were followed across 9, 24, 36, 48, and 60 months. Dispositional anger was measured using mothers' reports across 9 and 48 months. At 60 months, children played a risk-taking computer game in presence of an unfamiliar peer who watched the child play. The child's risk-taking was assessed during the game as the unfamiliar peers' reactions were coded based on comments that were peer directed, reflective of praising the target child's performance, or object directed, indicative of excitement toward the game. A latent profile analysis revealed three longitudinal anger profiles across infancy to early childhood: high stable, average stable, and low stable anger. Results suggested that as peers' object-directed comments predicted risk-taking independent of children's anger, the association between peer-directed comments and risk-taking was dependent on children's dispositional anger. Specifically, when peers praised the target child's performance, children in the high stable anger profile showed increased risk-taking propensity. Findings are discussed based on the importance of considering both temperamental characteristics and aspects of the peer context in relation to children's risk-taking.
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Affiliation(s)
- Sara S. Nozadi
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | | | - Kathryn A. Degnan
- Department of Psychology, Catholic University of America, Washington, District of Columbia, USA
| | - Nathan A. Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
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Zentner M. Identifying child temperament risk factors from 2 to 8 years of age: validation of a brief temperament screening tool in the US, Europe, and China. Eur Child Adolesc Psychiatry 2020; 29:665-678. [PMID: 31414220 PMCID: PMC7250798 DOI: 10.1007/s00787-019-01379-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 07/22/2019] [Indexed: 11/26/2022]
Abstract
Despite ample evidence linking particular child temperament characteristics to behavior disorders later in life, there is currently a lack of temperament measures that can be used early, easily, and widely for screening purposes. To redress this gap, the current research aimed at developing a very brief scale of child temperament characteristics that have been found to predict behavior problems over the long term, are represented across models of temperament, and have the potential to exhibit measurement invariance over different countries and childhood periods. The new scale was derived from the Integrative Child Temperament Inventory, a 30-item measure to assess five well-established temperament dimensions, and examined in three studies with samples of children aged between 2 and 8 years across five countries: The United States, the United Kingdom, China, Germany, and Spain (N = 13,425; boys 55.96%). The studies included tests of measurements invariance, of convergent validity with established measures of temperament, and of criterion validity with measures of behavior problems. The scale exhibited full metric invariance and partial scalar invariance across age groups (toddlerhood, preschool, school age) and countries. Test-retest reliability, interrater reliability across teachers, and convergent and criterion validity were adequate. Preliminary data on the measure's clinical utility suggest a favorable balance between brevity and screening accuracy. Altogether, this study suggests that early childhood temperament characteristics placing children at risk for developing behavior problems much later in life can be quickly, effectively, and commensurably assessed across different countries and age groups.
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Affiliation(s)
- Marcel Zentner
- Department of Psychology, University of Innsbruck, Innrain 52, 6020, Innsbruck, Austria.
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Martini J, Beesdo-Baum K, Garthus-Niegel S, Wittchen HU. The course of panic disorder during the peripartum period and the risk for adverse child development: A prospective-longitudinal study. J Affect Disord 2020; 266:722-730. [PMID: 32217255 DOI: 10.1016/j.jad.2020.01.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 12/20/2019] [Accepted: 01/03/2020] [Indexed: 01/01/2023]
Abstract
BACKGROUND Panic disorders during pregnancy and after delivery may have detrimental effects for mother and child, but no firm conclusions regarding the course and outcomes of peripartum panic disorders can be drawn from previous studies. METHODS N = 306 women were repeatedly interviewed with the Composite International Diagnostic Interview for Women. Social support and partnership quality, gestational outcomes, duration of breastfeeding, regulatory disorders, maternal bonding and parenting style were assessed via medical and maternal reports. Standardized observations of neuropsychological development, infant temperament and attachment were conducted 4 and 16 months after delivery. RESULTS Women reported heterogenous courses of panic disorders, and panic disorders/panic attacks were commonly observed during the early stages of pregnancy. Women with peripartum panic disorders presented with a worse psychosocial situation (e.g., lower social support). Clear behavioral differences (temperament, attachment) in infants of women with panic disorders as compared to women with no anxiety and depressive disorder could not be detected in this study, but differences concerning gestational outcomes, duration of breastfeeding, maternal parenting, and bonding as well as regulatory problems in infants were identified. LIMITATIONS This prospective-longitudinal multi-wave study is restricted by the relative small sizes of the particular groups that limit the power to detect group differences. CONCLUSIONS Heterogenous courses and outcomes of perinatal panic disorders require intensive monitoring of affected mother-infant-dyads who may benefit from early targeted interventions to prevent an escalation of dyadic problems.
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Affiliation(s)
- Julia Martini
- Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Dresden, Germany; Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany.
| | - Katja Beesdo-Baum
- Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Dresden, Germany; Department of Behavioral Epidemiology, Technische Universität Dresden, Dresden, Germany
| | - Susan Garthus-Niegel
- Institute and Outpatient Clinics of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany; Department of Child Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Hans-Ulrich Wittchen
- Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Dresden, Germany; Department of Psychiatry & Psychotherapy, Ludwig Maximilans Universitaet Munich, Munich, Germany
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Fu X, Nelson EE, Borge M, Buss KA, Pérez-Edgar K. Stationary and ambulatory attention patterns are differentially associated with early temperamental risk for socioemotional problems: Preliminary evidence from a multimodal eye-tracking investigation. Dev Psychopathol 2019; 31:971-988. [PMID: 31097053 PMCID: PMC6935016 DOI: 10.1017/s0954579419000427] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Behavioral Inhibition (BI) is a temperament type that predicts social withdrawal in childhood and anxiety disorders later in life. However, not all BI children develop anxiety. Attention bias (AB) may enhance the vulnerability for anxiety in BI children, and interfere with their development of effective emotion regulation. In order to fully probe attention patterns, we used traditional measures of reaction time (RT), stationary eye-tracking, and recently emerging mobile eye-tracking measures of attention in a sample of 5- to 7-year-olds characterized as BI (N = 23) or non-BI (N = 58) using parent reports. There were no BI-related differences in RT or stationary eye-tracking indices of AB in a dot-probe task. However, findings in a subsample from whom eye-tracking data were collected during a live social interaction indicated that BI children (N = 12) directed fewer gaze shifts to the stranger than non-BI children (N = 25). Moreover, the frequency of gazes toward the stranger was positively associated with stationary AB only in BI, but not in non-BI, children. Hence, BI was characterized by a consistent pattern of attention across stationary and ambulatory measures. We demonstrate the utility of mobile eye-tracking as an effective tool to extend the assessment of attention and regulation to social interactive contexts.
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Affiliation(s)
- Xiaoxue Fu
- Center for Biobehavioral Health, Nationwide Children’s Hospital, Columbus, OH, USA
- Department of Pediatrics, Ohio State University, Columbus, OH, USA
| | - Eric E. Nelson
- Center for Biobehavioral Health, Nationwide Children’s Hospital, Columbus, OH, USA
- Department of Pediatrics, Ohio State University, Columbus, OH, USA
| | - Marcela Borge
- Department of Learning and Performance Systems, Pennsylvania State University, University Park, PA, USA
| | - Kristin A. Buss
- Department of Psychology, Pennsylvania State University, University Park, PA, USA
| | - Koraly Pérez-Edgar
- Department of Psychology, Pennsylvania State University, University Park, PA, USA
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Fu X, Pérez-Edgar K. Threat-related Attention Bias in Socioemotional Development: A Critical Review and Methodological Considerations. DEVELOPMENTAL REVIEW 2019; 51:31-57. [PMID: 32205901 PMCID: PMC7088448 DOI: 10.1016/j.dr.2018.11.002] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Cross-sectional evidence suggests that attention bias to threat is linked to anxiety disorders and anxiety vulnerability in both children and adults. However, there is a lack of developmental evidence regarding the causal mechanisms through which attention bias to threat might convey risks for socioemotional problems, such as anxiety. Gaining insights into this question demands longitudinal research to track the complex interplay between threat-related attention and socioemotional functioning. Developing and implementing reliable and valid assessments tools is essential to this line of work. This review presents theoretical accounts and empirical evidence from behavioral, eye-tracking, and neural assessments of attention to discuss our current understanding of the development of normative threat-related attention in infancy, as well as maladaptive threat-related attention patterns that may be associated with the development of anxiety. This review highlights the importance of measuring threat-related attention using multiple attention paradigms at multiple levels of analysis. In order to understand if and how threat-related attention bias in real-life, social interactive contexts can predict socioemotional development outcomes, this review proposes that future research cannot solely rely on screen-based paradigms but needs to extend the assessment of threat-related attention to naturalistic settings. Mobile eye-tracking technology provides an effective tool for capturing threat-related attention processes in vivo as children navigate fear-eliciting environments and may help us uncover more proximal bio-psycho-behavioral markers of anxiety.
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Affiliation(s)
- Xiaoxue Fu
- Department of Psychology, The Pennsylvania State University, University Park, PA, United States
- Center for Biobehavioral Health, Nationwide Children’s Hospital, United States
- Department of Pediatrics, The Ohio State University, United States
| | - Koraly Pérez-Edgar
- Department of Psychology, The Pennsylvania State University, University Park, PA, United States
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Dunkel CS, van der Linden D, Kawamoto T. Early childhood social responsiveness predicts the general factor of personality in early adolescence. INFANT AND CHILD DEVELOPMENT 2019. [DOI: 10.1002/icd.2123] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Curtis S. Dunkel
- Department of Psychology; Western Illinois University; Macomb Illinois
| | - Dimitri van der Linden
- Department of Psychology, Education, and Child Studies (DPECS); Erasmus University Rotterdam; Rotterdam The Netherlands
| | - Tetsuya Kawamoto
- Center for Advanced School Education and Evidence-based Research (CASEER); the University of Tokyo; Tokyo Japan
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Abstract
There remains little debate that the period before birth sets the stage for subsequent development, yet scant evidence exists showing continuity from characteristics of the individual fetus to characteristics of the child. This report examines, in two studies, whether baseline and evoked fetal neurobehavioral functioning are predictive of features of child temperament and behavior as reported by mothers when offspring were between 7 and 14 years old (M = 10.1 years). Study 1 utilizes data generated from 333 maternal-fetal pairs collected during an undisturbed condition during the second half of gestation in relation to the child temperament dimensions of behavioral inhibition and exuberance. Associations at 32 weeks gestation were detected between all features of fetal neurobehavior and behavioral inhibition. In adjusted models, slower fetal heart rate and less fetal movement were associated with significant unique variance in predicting higher levels of childhood behavioral inhibition. No associations were detected for exuberance. Study 2 focuses on the association of evoked fetal reactivity and recovery to induced maternal arousal with subsequent child behavioral difficulties in a subset of the full sample (n = 130). Greater recovery in fetal heart rate following maternal stimulation was predictive of fewer behavioral difficulties and more prosocial behavior in childhood. Results from both studies provide support for gestational origins of core individual differences that portend childhood outcomes with foundational reactivity and regulatory components.
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Meyer A, Hajcak G, Torpey-Newman D, Kujawa A, Olino TM, Dyson M, Klein DN. Early temperamental fearfulness and the developmental trajectory of error-related brain activity. Dev Psychobiol 2018; 60:224-231. [PMID: 29344944 PMCID: PMC5815917 DOI: 10.1002/dev.21605] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Accepted: 11/20/2017] [Indexed: 11/11/2022]
Abstract
The error-related negativity (ERN) is a negative deflection in the event-related potential waveform that occurs when an individual makes a mistake, and an increased ERN has been proposed as a biomarker for anxiety. However, previous work suggests that fearful children are characterized by a smaller ERN. We have proposed that this may reflect the changing phenomenology of anxiety across development. In the current study, we investigate this possibility using a longitudinal within-subject design. In 271 children, we completed observational measures of fear when the children were 3 years old, and then measured the ERN when the children were 6 and 9 years old. Fearful children were characterized by a decreased ERN when they were 6-year-old; by age 9, the same children who were fearful at age 3 had increased ERNs-a pattern that closely resembles that of anxious adolescents and adults.
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Affiliation(s)
- Alexandria Meyer
- Corresponding Author: Department of Psychology, Florida State University, 1107 W Call St., Tallahassee, FL 32304, Phone: 850-692-8110,
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Sylvester CM, Smyser CD, Smyser T, Kenley J, Ackerman JJ, Shimony JS, Petersen SE, Rogers CE. Cortical Functional Connectivity Evident After Birth and Behavioral Inhibition at Age 2. Am J Psychiatry 2018; 175:180-187. [PMID: 28774192 PMCID: PMC5794627 DOI: 10.1176/appi.ajp.2017.17010018] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVE The infant temperament behavioral inhibition is a potent risk factor for development of an anxiety disorder. It is difficult to predict risk for behavioral inhibition at birth, however, and the neural underpinnings are poorly understood. The authors hypothesized that neonatal functional connectivity of the ventral attention network is related to behavioral inhibition at age 2 years beyond sociodemographic and familial factors. This hypothesis is supported by the ventral attention network's role in attention to novelty, a key feature of behavioral inhibition. METHOD Using a longitudinal design (N=45), the authors measured functional connectivity using MRI in neonates and behavioral inhibition at age 2 using the Infant-Toddler Social and Emotional Assessment. Whole-brain connectivity maps were computed for regions from the ventral attention, default mode, and salience networks. Regression analyses related these maps to behavioral inhibition at age 2, covarying for sex, social risk, and motion during scanning. RESULTS Decreased neonatal functional connectivity of three connections was associated with increased behavioral inhibition at age 2. One connection (between the right ventrolateral prefrontal cortex and the right temporal-parietal junction) included the ventral attention network seed, and two connections (between the medial prefrontal cortex and both the right superior parietal lobule and the left lateral occipital cortex) included the default mode network seed. CONCLUSIONS Neonatal functional connectivity of the ventral attention and default mode networks is associated with behavioral inhibition at age 2. These results inform the developmental neurobiology of behavioral inhibition and anxiety disorders and may aid in early risk assessment and intervention.
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Affiliation(s)
| | - Christopher D. Smyser
- Department of Neurology, Washington University School of Medicine
- Department of Pediatrics, Washington University School of Medicine
- Department of Radiology, Washington University School of Medicine
| | - Tara Smyser
- Department of Psychiatry, Washington University School of Medicine
| | - Jeanette Kenley
- Department of Neurology, Washington University School of Medicine
| | | | | | - Steve E. Petersen
- Department of Neurology, Washington University School of Medicine
- Department of Radiology, Washington University School of Medicine
- Department of Psychology, Washington University School of Medicine
- Department of Neuroscience, Washington University School of Medicine
| | - Cynthia E. Rogers
- Department of Psychiatry, Washington University School of Medicine
- Department of Pediatrics, Washington University School of Medicine
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Pérez-Edgar K, Morales S, LoBue V, Taber-Thomas BC, Allen EK, Brown KM, Buss KA. The impact of negative affect on attention patterns to threat across the first 2 years of life. Dev Psychol 2017; 53:2219-2232. [PMID: 29022722 PMCID: PMC5705474 DOI: 10.1037/dev0000408] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The current study examined the relations between individual differences in attention to emotion faces and temperamental negative affect across the first 2 years of life. Infant studies have noted a normative pattern of preferential attention to salient cues, particularly angry faces. A parallel literature suggests that elevated attention bias to threat is associated with anxiety, particularly if coupled with temperamental risk. Examining the emerging relations between attention to threat and temperamental negative affect may help distinguish normative from at-risk patterns of attention. Infants (N = 145) ages 4 to 24 months (M = 12.93 months, SD = 5.57) completed an eye-tracking task modeled on the attention bias "dot-probe" task used with older children and adults. With age, infants spent greater time attending to emotion faces, particularly threat faces. All infants displayed slower latencies to fixate to incongruent versus congruent probes. Neither relation was moderated by temperament. Trial-by-trial analyses found that dwell time to the face was associated with latency to orient to subsequent probes, moderated by the infant's age and temperament. In young infants low in negative affect longer processing of angry faces was associated with faster subsequent fixation to probes; young infants high in negative affect displayed the opposite pattern at trend. Findings suggest that although age was directly associated with an emerging bias to threat, the impact of processing threat on subsequent orienting was associated with age and temperament. Early patterns of attention may shape how children respond to their environments, potentially via attention's gate-keeping role in framing a child's social world for processing. (PsycINFO Database Record
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Affiliation(s)
| | | | | | | | - Elizabeth K Allen
- Department of Human Development and Family Studies, The Pennsylvania State University
| | - Kayla M Brown
- Department of Psychology, The Pennsylvania State University
| | - Kristin A Buss
- Department of Psychology, The Pennsylvania State University
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Simpson EA, Sclafani V, Paukner A, Kaburu SSK, Suomi SJ, Ferrari PF. Handling newborn monkeys alters later exploratory, cognitive, and social behaviors. Dev Cogn Neurosci 2017; 35:12-19. [PMID: 28844729 PMCID: PMC5817041 DOI: 10.1016/j.dcn.2017.07.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 07/30/2017] [Accepted: 07/30/2017] [Indexed: 11/02/2022] Open
Abstract
Touch is one of the first senses to develop and one of the earliest modalities for infant-caregiver communication. While studies have explored the benefits of infant touch in terms of physical health and growth, the effects of social touch on infant behavior are relatively unexplored. Here, we investigated the influence of neonatal handling on a variety of domains, including memory, novelty seeking, and social interest, in infant monkeys (Macaca mulatta; n=48) from 2 to 12 weeks of age. Neonates were randomly assigned to receive extra holding, with or without accompanying face-to-face interactions. Extra-handled infants, compared to standard-reared infants, exhibited less stress-related behavior and more locomotion around a novel environment, faster approach of novel objects, better working memory, and less fear towards a novel social partner. In sum, infants who received more tactile stimulation in the neonatal period subsequently demonstrated more advanced motor, social, and cognitive skills-particularly in contexts involving exploration of novelty-in the first three months of life. These data suggest that social touch may support behavioral development, offering promising possibilities for designing future early interventions, particularly for infants who are at heightened risk for social disorders.
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Affiliation(s)
- Elizabeth A Simpson
- Department of Psychology, University of Miami, Coral Gables, FL, USA; Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Poolesville, MD, USA; Dipartimento di Neuroscienze, Università di Parma, Parma, Italy.
| | - Valentina Sclafani
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Poolesville, MD, USA; Dipartimento di Neuroscienze, Università di Parma, Parma, Italy; Winnicott Research Unit, University of Reading, Reading, UK
| | - Annika Paukner
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Poolesville, MD, USA
| | - Stefano S K Kaburu
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Poolesville, MD, USA; Dipartimento di Neuroscienze, Università di Parma, Parma, Italy; University of California Davis, Davis, CA, USA
| | - Stephen J Suomi
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Poolesville, MD, USA
| | - Pier F Ferrari
- Dipartimento di Neuroscienze, Università di Parma, Parma, Italy; Institut des Sciences Cognitives Marc Jeannerod, National Center for Scientific Research (CNRS), Lyon, France; Université Claude Bernard Lyon, France
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Emergent patterns of risk for psychopathology: The influence of infant avoidance and maternal caregiving on trajectories of social reticence. Dev Psychopathol 2016; 27:1163-78. [PMID: 26439068 DOI: 10.1017/s0954579415000747] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The current study investigated the influential role of infant avoidance on links between maternal caregiving behavior and trajectories at risk for psychopathology. A sample of 153 children, selected for temperamental reactivity to novelty, was followed from infancy through early childhood. At 9 months, infant avoidance of fear-eliciting stimuli in the laboratory and maternal sensitivity at home were assessed. At 36 months, maternal gentle discipline was assessed at home. Children were repeatedly observed in the lab with an unfamiliar peer across early childhood. A latent class growth analysis yielded three longitudinal risk trajectories of social reticence behavior: a high-stable trajectory, a high-decreasing trajectory, and a low-increasing trajectory. For infants displaying greater avoidance, 9-month maternal sensitivity and 36-month maternal gentle discipline were both positively associated with membership in the high-stable social reticence trajectory, compared to the high-decreasing social reticence trajectory. For infants displaying lower avoidance, maternal sensitivity was positively associated with membership in the high-decreasing social reticence trajectory, compared to the low-increasing trajectory. Maternal sensitivity was positively associated with the high-stable social reticence trajectory when maternal gentle discipline was lower. These results illustrate the complex interplay of infant and maternal behavior in early childhood trajectories at risk for emerging psychopathology.
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Barker TV, Reeb-Sutherland B, Degnan KA, Walker OL, Chronis-Tuscano A, Henderson HA, Pine DS, Fox NA. Contextual startle responses moderate the relation between behavioral inhibition and anxiety in middle childhood. Psychophysiology 2015; 52:1544-9. [PMID: 26332665 DOI: 10.1111/psyp.12517] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Accepted: 07/12/2015] [Indexed: 01/10/2023]
Abstract
Behavioral inhibition (BI), a temperament characterized in early childhood by wariness and avoidance of novelty, is a risk factor for anxiety disorders. An enhanced startle response has been observed in adolescents characterized with BI in childhood, particularly when they also manifest concurrent symptoms of anxiety. However, no prior study has examined relations among BI, startle responsivity, and anxiety in a prospective manner. Data for the present study were from a longitudinal study of infant temperament. Maternal reports and observations of BI were assessed at ages 2 and 3. At age 7, participants completed a startle procedure, while electromyography was collected, where participants viewed different colors on a screen that were associated with either the delivery of an aversive stimulus (i.e., puff of air to the larynx; threat cue) or the absence of the aversive stimulus (i.e., safety cue). Parental reports of child anxiety were collected when children were 7 and 9 years of age. Results revealed that startle responses at age 7 moderated the relation between early BI and 9-year anxiety. These findings provide insight into one potential mechanism that may place behaviorally inhibited children at risk for anxiety.
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Affiliation(s)
- Tyson V Barker
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | | | - Kathryn A Degnan
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | - Olga L Walker
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | | | | | - Daniel S Pine
- Section on Development and Affective Neuroscience, National Institute of Mental Health, Bethesda, Maryland, USA
| | - Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
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Henderson HA, Pine DS, Fox NA. Behavioral inhibition and developmental risk: a dual-processing perspective. Neuropsychopharmacology 2015; 40:207-24. [PMID: 25065499 PMCID: PMC4262899 DOI: 10.1038/npp.2014.189] [Citation(s) in RCA: 121] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Revised: 06/12/2014] [Accepted: 07/24/2014] [Indexed: 01/13/2023]
Abstract
Behavioral inhibition (BI) is an early-appearing temperament characterized by strong reactions to novelty. BI shows a good deal of stability over childhood and significantly increases the risk for later diagnosis of social anxiety disorder (SAD). Despite these general patterns, many children with high BI do not go on to develop clinical, or even subclinical, anxiety problems. Therefore, understanding the cognitive and neural bases of individual differences in developmental risk and resilience is of great importance. The present review is focused on the relation of BI to two types of information processing: automatic (novelty detection, attention biases to threat, and incentive processing) and controlled (attention shifting and inhibitory control). We propose three hypothetical models (Top-Down Model of Control; Risk Potentiation Model of Control; and Overgeneralized Control Model) linking these processes to variability in developmental outcomes for BI children. We argue that early BI is associated with an early bias to quickly and preferentially process information associated with motivationally salient cues. When this bias is strong and stable across development, the risk for SAD is increased. Later in development, children with a history of BI tend to display normative levels of performance on controlled attention tasks, but they demonstrate exaggerated neural responses in order to do so, which may further potentiate risk for anxiety-related problems. We conclude by discussing the reviewed studies with reference to the hypothetical models and make suggestions regarding future research and implications for treatment.
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Affiliation(s)
| | - Daniel S Pine
- Mood and Anxiety Disorders Program, Intramural Research Program, The National Institute of Mental Health, Bethesda, MD, USA
| | - Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, MD, USA
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