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Uy JP, Parks KC, Tan AP, Fortier MV, Meaney M, Chong YS, Gluckman PD, Eriksson JG, Gotlib IH. Maternal Childhood Maltreatment, Development of Amygdala Volume, and Anxiety Symptoms in Offspring. J Am Acad Child Adolesc Psychiatry 2025:S0890-8567(25)00210-2. [PMID: 40250554 DOI: 10.1016/j.jaac.2025.03.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 02/26/2025] [Accepted: 04/09/2025] [Indexed: 04/20/2025]
Abstract
OBJECTIVE Exposure to maltreatment in childhood increases risk for mental health difficulties across generations, affecting the development of offspring. In particular, maternal exposure to childhood maltreatment can shape the neurobiological development of offspring, especially in brain regions implicated in emotional health. However, relevant studies are cross-sectional, limiting understanding of how maternal childhood maltreatment might affect offspring neurodevelopment. METHOD Using data from the Growing Up in Singapore Towards healthy Outcomes (GUSTO) study, the authors investigated whether maternal report of childhood maltreatment was related to the development of offspring amygdala volume across 4 time points (ages 4.5-10.5 years; 1,143 scans from 430 children), how maltreatment-related alterations in amygdala volume development were related to anxiety symptoms in children at age 10.5 years (n = 267), and whether these associations differed by offspring sex. RESULTS Greater maternal childhood maltreatment was associated with larger amygdala volume in girls at ages 4.5 to 10.5 years, which, in turn, was associated with lower levels of anxiety symptoms at age 10.5 years in girls, but not in boys. Maternal childhood maltreatment was not associated with the development of amygdala volume in boys. CONCLUSION These findings support the formulation that maternal childhood maltreatment has a sex-differentiated effect on brain development and mental health outcomes of offspring. These results advance understanding of the effects of maternal childhood maltreatment on children's brain development and risk for psychopathology.
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Affiliation(s)
| | | | - Ai Peng Tan
- Institute for Human Development and Potential, Agency for Science, Technology and Research, Singapore City, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore; National University Hospital, Singapore City, Singapore
| | - Marielle V Fortier
- Institute for Human Development and Potential, Agency for Science, Technology and Research, Singapore City, Singapore; K.K. Women's and Children's Hospital, Singapore City, Singapore; Duke-NUS Medical School, Singapore City, Singapore
| | | | - Yap Seng Chong
- Institute for Human Development and Potential, Agency for Science, Technology and Research, Singapore City, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
| | - Peter D Gluckman
- Institute for Human Development and Potential, Agency for Science, Technology and Research, Singapore City, Singapore; University of Auckland, Grafton, Auckland, New Zealand
| | - Johan G Eriksson
- Institute for Human Development and Potential, Agency for Science, Technology and Research, Singapore City, Singapore
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2
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Bao R, Song Y, Bates SV, Weiss RJ, Foster AN, Jaimes C, Sotardi S, Zhang Y, Hirschtick RL, Grant PE, Ou Y. BOston Neonatal Brain Injury Data for Hypoxic Ischemic Encephalopathy (BONBID-HIE): I. MRI and Lesion Labeling. Sci Data 2025; 12:53. [PMID: 39799120 PMCID: PMC11724925 DOI: 10.1038/s41597-024-03986-7] [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: 01/31/2024] [Accepted: 09/02/2024] [Indexed: 01/15/2025] Open
Abstract
Hypoxic ischemic encephalopathy (HIE) is a brain injury that occurs in 1 ~ 5/1000 term neonates. Accurate identification and segmentation of HIE-related lesions in neonatal brain magnetic resonance images (MRIs) is the first step toward identifying high-risk patients, understanding neurological symptoms, evaluating treatment effects, and predicting outcomes. We release the first public dataset containing neonatal brain diffusion MRI and expert annotation of lesions from 133 patients diagnosed with HIE. HIE-related lesions in brain MRI are often diffuse (i.e., multi-focal), and small (over half the patients in our data having lesions occupying <1% of the brain volume (including ventricles)). Segmentation for HIE MRI data is remarkably different from, and arguably more challenging than, other segmentation tasks such as brain tumors with focal and relatively large lesions. We hope that this dataset can help fuel the development of MRI lesion segmentation methods for HIE and small diffuse lesions in general.
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Affiliation(s)
- Rina Bao
- Boston Children's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | | | - Sara V Bates
- Harvard Medical School, Boston, MA, USA
- Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Camilo Jaimes
- Harvard Medical School, Boston, MA, USA
- Massachusetts General Hospital, Boston, MA, USA
| | | | - Yue Zhang
- Boston Children's Hospital, Boston, MA, USA
| | - Randy L Hirschtick
- Harvard Medical School, Boston, MA, USA
- Massachusetts General Hospital, Boston, MA, USA
| | - P Ellen Grant
- Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Yangming Ou
- Boston Children's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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3
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Beeghly M. Toward a multi-level approach to the study of the intergenerational transmission of trauma: Current findings and future directions. Dev Psychopathol 2024; 36:2433-2438. [PMID: 38516836 PMCID: PMC11416564 DOI: 10.1017/s0954579424000555] [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: 03/23/2024]
Abstract
A central goal in the field of developmental psychopathology is to evaluate the complex, dynamic transactions occurring among biological, psychological, and broader social-cultural contexts that predict adaptive and maladaptive outcomes across ontogeny. Here, I briefly review research on the effects of a history of childhood maltreatment on parental, child, and dyadic functioning, along with more recent studies on the intergenerational transmission of trauma. Because the experience and sequelae of child maltreatment and the intergenerational transmission of trauma are embedded in complex biopsychosocial contexts, this research is best conceptualized in a developmental psychopathology framework. Moreover, there is a pressing need for investigators in this area of study to adopt dynamic, multi-level perspectives as well as using developmentally guided, sophisticated research methods. Other directions for research in this field are suggested, including the implementation of collaborative interdisciplinary team science approaches, as well as community-based participatory research, to increase representation, inclusion, and equity of community stakeholders. A greater focus on cultural and global perspectives is also recommended.
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Affiliation(s)
- Marjorie Beeghly
- Department of Psychology, Wayne State University, Detroit, MI, USA
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4
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Thomason ME, Hendrix CL. Prenatal Stress and Maternal Role in Neurodevelopment. ANNUAL REVIEW OF DEVELOPMENTAL PSYCHOLOGY 2024; 6:87-107. [PMID: 39759868 PMCID: PMC11694802 DOI: 10.1146/annurev-devpsych-120321-011905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2025]
Abstract
This review summarizes recent findings on stress-related programming of brain development in utero, with an emphasis on situating findings within the mothers' broader psychosocial experiences. Meta-analyses of observational studies on prenatal stress exposure indicate the direction and size of effects on child neurodevelopment are heterogeneous across studies. Inspired by lifespan and topological frameworks of adversity, we conceptualize individual variation in mothers' lived experience during and prior to pregnancy as a key determinant of these heterogeneous effects across populations. We structure our review to discuss experiential categories that may uniquely shape the psychological and biological influence of stress on pregnant mothers and their developing children, including current socioeconomic resources, exposure to chronic and traumatic stressors, culture and historical trauma, and the contours of prenatal stress itself. We conclude by identifying next steps that hold potential to meaningfully advance the field of fetal programming.
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Affiliation(s)
- Moriah E. Thomason
- Department of Child and Adolescent Psychiatry, New York University Medical Center, New York, NY, USA
- Department of Population Health, New York University Medical Center, New York, NY, USA
- Neuroscience Institute, New York University Medical Center, New York, NY, USA
| | - Cassandra L. Hendrix
- Department of Child and Adolescent Psychiatry, New York University Medical Center, New York, NY, USA
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5
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Lyons-Ruth K, Li FH, Khoury JE, Ahtam B, Sisitsky M, Ou Y, Enlow MB, Grant E. Maternal Childhood Abuse Versus Neglect Associated with Differential Patterns of Infant Brain Development. Res Child Adolesc Psychopathol 2023; 51:1919-1932. [PMID: 37160577 PMCID: PMC10661793 DOI: 10.1007/s10802-023-01041-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2023] [Indexed: 05/11/2023]
Abstract
Severity of maternal childhood maltreatment has been associated with lower infant grey matter volume and amygdala volume during the first two years of life. A developing literature argues that effects of threat (abuse) and of deprivation (neglect) should be assessed separately because these distinct aspects of adversity may have different impacts on developmental outcomes. However, distinct effects of threat versus deprivation have not been assessed in relation to intergenerational effects of child maltreatment. The objective of this study was to separately assess the links of maternal childhood abuse and neglect with infant grey matter volume (GMV), white matter volume (WMV), amygdala and hippocampal volume. Participants included 57 mother-infant dyads. Mothers were assessed for childhood abuse and neglect using the Adverse Childhood Experiences (ACE) questionnaire in a sample enriched for childhood maltreatment. Between 4 and 24 months (M age = 12.28 months, SD = 5.99), under natural sleep, infants completed an MRI using a 3.0 T Siemens scanner. GMV, WMV, amygdala and hippocampal volumes were extracted via automated segmentation. Maternal history of neglect, but not abuse, was associated with lower infant GMV. Maternal history of abuse, but not neglect, interacted with age such that abuse was associated with smaller infant amygdala volume at older ages. Results are consistent with a threat versus deprivation framework, in which threat impacts limbic regions central to the stress response, whereas deprivation impacts areas more central to cognitive function. Further studies are needed to identify mechanisms contributing to these differential intergenerational associations of threat versus deprivation.
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Affiliation(s)
- Karlen Lyons-Ruth
- Department of Psychiatry, Harvard Medical School, Cambridge Hospital, 1493 Cambridge St., Cambridge, MA, USA.
| | - Frances Haofei Li
- Department of Psychiatry, Harvard Medical School, Cambridge Hospital, 1493 Cambridge St., Cambridge, MA, USA
| | - Jennifer E Khoury
- Department of Psychiatry, Harvard Medical School, Cambridge Hospital, 1493 Cambridge St., Cambridge, MA, USA
- Department of Psychology, Mount Saint Vincent University, Halifax, NS, Canada
| | - Banu Ahtam
- Department of Pediatrics, Harvard Medical School, Boston Children's Hospital, Boston, MA, USA
| | - Michaela Sisitsky
- Department of Pediatrics, Harvard Medical School, Boston Children's Hospital, Boston, MA, USA
| | - Yangming Ou
- Department of Pediatrics, Harvard Medical School, Boston Children's Hospital, Boston, MA, USA
| | - Michelle Bosquet Enlow
- Department of Psychiatry, Harvard Medical School, Boston Children's Hospital, Boston, MA, USA
| | - Ellen Grant
- Department of Pediatrics, Harvard Medical School, Boston Children's Hospital, Boston, MA, USA
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van den Heuvel MI, Monk C, Hendrix CL, Hect J, Lee S, Feng T, Thomason ME. Intergenerational Transmission of Maternal Childhood Maltreatment Prior to Birth: Effects on Human Fetal Amygdala Functional Connectivity. J Am Acad Child Adolesc Psychiatry 2023; 62:1134-1146. [PMID: 37245707 PMCID: PMC10845129 DOI: 10.1016/j.jaac.2023.03.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 02/27/2023] [Accepted: 05/19/2023] [Indexed: 05/30/2023]
Abstract
OBJECTIVE Childhood maltreatment (CM) is a potent risk factor for developing psychopathology later in life. Accumulating research suggests that the influence is not limited to the exposed individual but may also be transmitted across generations. In this study, we examine the effect of CM in pregnant women on fetal amygdala-cortical function, prior to postnatal influences. METHOD Healthy pregnant women (N = 89) completed fetal resting-state functional magnetic resonance imaging (rsfMRI) scans between the late second trimester and birth. Women were primarily from low socioeconomic status households with relatively high CM. Mothers completed questionnaires prospectively evaluating prenatal psychosocial health and retrospectively evaluating trauma from their own childhood. Voxelwise functional connectivity was calculated from bilateral amygdala masks. RESULTS Connectivity of the amygdala network was relatively higher to left frontal areas (prefrontal cortex and premotor) and relatively lower to right premotor area and brainstem areas in fetuses of mothers exposed to higher CM. These associations persisted after controlling for maternal socioeconomic status, maternal prenatal distress, measures of fetal motion, and gestational age at the time of scan and at birth. CONCLUSION Pregnant women's experiences of CM are associated with offspring brain development in utero. The strongest effects were found in the left hemisphere, potentially indicating lateralization of the effects of maternal CM on the fetal brain. This study suggests that the time frame of the Developmental Origins of Health and Disease research should be extended to exposures from mothers' childhood, and indicates that the intergenerational transmission of trauma may occur prior to birth.
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Affiliation(s)
| | - Catherine Monk
- New York State Psychiatric Institute, New York; Columbia University, New York, NY
| | | | - Jasmine Hect
- University of Pittsburgh, Pennsylvania, Pittsburgh
| | - Seonjoo Lee
- New York State Psychiatric Institute, New York; Columbia University, New York, NY
| | - Tianshu Feng
- New York State Psychiatric Institute, New York; Research Foundation for Mental Hygiene, Inc., New York
| | - Moriah E Thomason
- NYU Langone Health, New York; Neuroscience Institute, NYU Langone Health, New York
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7
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Lugo-Candelas C, Chang L, Dworkin JD, Aw N, Fields A, Reed H, Spann M, Gilchrist MA, Hinds W, Marsh R, Fifer WP, Weissman M, Foerster BU, Manin MG, Silva I, Peterson B, Coelho Milani AC, Gingrich J, Monk C, Duarte CS, Jackowski A, Posner J. Maternal childhood maltreatment: associations to offspring brain volume and white matter connectivity. J Dev Orig Health Dis 2023; 14:591-601. [PMID: 37732425 PMCID: PMC10840844 DOI: 10.1017/s2040174423000247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
The deleterious effects of adversity are likely intergenerational, such that one generation's adverse experiences can affect the next. Epidemiological studies link maternal adversity to offspring depression and anxiety, possibly via transmission mechanisms that influence offspring fronto-limbic connectivity. However, studies have not thoroughly disassociated postnatal exposure effects nor considered the role of offspring sex. We utilized infant neuroimaging to test the hypothesis that maternal childhood maltreatment (CM) would be associated with increased fronto-limbic connectivity in infancy and tested brain-behavior associations in childhood. Ninety-two dyads participated (32 mothers with CM, 60 without; 52 infant females, 40 infant males). Women reported on their experiences of CM and non-sedated sleeping infants underwent MRIs at 2.44 ± 2.74 weeks. Brain volumes were estimated via structural MRI and white matter structural connectivity (fiber counts) via diffusion MRI with probabilistic tractography. A subset of parents (n = 36) reported on children's behaviors at age 5.17 ± 1.73 years. Males in the maltreatment group demonstrated greater intra-hemispheric fronto-limbic connectivity (b = 0.96, p= 0.008, [95%CI 0.25, 1.66]), no differences emerged for females. Fronto-limbic connectivity was related to somatic complaints in childhood only for males (r = 0.673, p = 0.006). Our findings suggest that CM could have intergenerational associations to offspring brain development, yet mechanistic studies are needed.
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Affiliation(s)
- Claudia Lugo-Candelas
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | - Le Chang
- Department of Statistics, University of South Carolina, Columbia, USA
| | | | - Natalie Aw
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, USA
| | - Andrea Fields
- Department of Psychology, Columbia University, New York, USA
| | - Hannah Reed
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | - Marisa Spann
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | | | - Walter Hinds
- Department of Neurology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Rachel Marsh
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | - William P. Fifer
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | - Myrna Weissman
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | - Bernd Uwe Foerster
- Department of Psychiatry, Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Marina Giorgi Manin
- Department of Pediatrics, Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Ivaldo Silva
- Department of Gynecology, Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Bradley Peterson
- Department of Psychiatry, University of Southern California, Los Angeles, CA, USA
| | | | - Jay Gingrich
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | - Catherine Monk
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | - Cristiane S. Duarte
- Department of Psychiatry, Columbia University Irving Medical Center/New York State Psychiatric Institute, New York, USA
| | - Andrea Jackowski
- Department of Psychiatry, Universidade Federal de São Paulo, Sao Paulo, Brazil
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8
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Matsudaira I, Yamaguchi R, Taki Y. Transmit Radiant Individuality to Offspring (TRIO) study: investigating intergenerational transmission effects on brain development. Front Psychiatry 2023; 14:1150973. [PMID: 37840799 PMCID: PMC10568142 DOI: 10.3389/fpsyt.2023.1150973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 09/07/2023] [Indexed: 10/17/2023] Open
Abstract
Intergenerational transmission is a crucial aspect of human development. Although prior studies have demonstrated the continuity of psychopathology and maladaptive upbringing environments between parents and offspring, the underlying neurobiological mechanisms remain unclear. We have begun a novel neuroimaging research project, the Transmit Radiant Individuality to Offspring (TRIO) study, which focuses on biological parent-offspring trios. The participants of the TRIO study were Japanese parent-offspring trios consisting of offspring aged 10-40 and their biological mother and father. Structural and functional brain images of all participants were acquired using magnetic resonance imaging (MRI). Saliva samples were collected for DNA analysis. We obtained psychosocial information, such as intelligence, mental health problems, personality traits, and experiences during the developmental period from each parent and offspring in the same manner as much as possible. By April 2023, we completed data acquisition from 174 trios consisting of fathers, mothers, and offspring. The target sample size was 310 trios. However, we plan to conduct genetic and epigenetic analyses, and the sample size is expected to be expanded further while developing this project into a multi-site collaborative study in the future. The TRIO study can challenge the elucidation of the mechanism of intergenerational transmission effects on human development by collecting diverse information from parents and offspring at the molecular, neural, and behavioral levels. Our study provides interdisciplinary insights into how individuals' lives are involved in the construction of the lives of their descendants in the subsequent generation.
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Affiliation(s)
- Izumi Matsudaira
- Frontier Research Institute for Interdisciplinary Sciences, Tohoku University, Sendai, Japan
- Smart-Aging Research Center, Tohoku University, Sendai, Japan
| | - Ryo Yamaguchi
- Japan Society for the Promotion of Science, Tokyo, Japan
- Department of Medical Sciences, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Yasuyuki Taki
- Smart-Aging Research Center, Tohoku University, Sendai, Japan
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9
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Lyons‐Ruth K, Ahtam B, Li FH, Dickerman S, Khoury JE, Sisitsky M, Ou Y, Bosquet Enlow M, Teicher MH, Grant PE. Negative versus withdrawn maternal behavior: Differential associations with infant gray and white matter during the first 2 years of life. Hum Brain Mapp 2023; 44:4572-4589. [PMID: 37417795 PMCID: PMC10365238 DOI: 10.1002/hbm.26401] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 05/30/2023] [Accepted: 06/09/2023] [Indexed: 07/08/2023] Open
Abstract
Distinct neural effects of threat versus deprivation emerge by childhood, but little data are available in infancy. Withdrawn versus negative parenting may represent dimensionalized indices of early deprivation versus early threat, but no studies have assessed neural correlates of withdrawn versus negative parenting in infancy. The objective of this study was to separately assess the links of maternal withdrawal and maternal negative/inappropriate interaction with infant gray matter volume (GMV), white matter volume (WMV), amygdala, and hippocampal volume. Participants included 57 mother-infant dyads. Withdrawn and negative/inappropriate aspects of maternal behavior were coded from the Still-Face Paradigm at four months infant age. Between 4 and 24 months (M age = 12.28 months, SD = 5.99), during natural sleep, infants completed an MRI using a 3.0 T Siemens scanner. GMV, WMV, amygdala, and hippocampal volumes were extracted via automated segmentation. Diffusion weighted imaging volumetric data were also generated for major white matter tracts. Maternal withdrawal was associated with lower infant GMV. Negative/inappropriate interaction was associated with lower overall WMV. Age did not moderate these effects. Maternal withdrawal was further associated with reduced right hippocampal volume at older ages. Exploratory analyses of white matter tracts found that negative/inappropriate maternal behavior was specifically associated with reduced volume in the ventral language network. Results suggest that quality of day-to-day parenting is related to infant brain volumes during the first two years of life, with distinct aspects of interaction associated with distinct neural effects.
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Affiliation(s)
- Karlen Lyons‐Ruth
- Department of PsychiatryCambridge Hospital, Harvard Medical SchoolCambridgeMassachusettsUSA
| | - Banu Ahtam
- Fetal‐Neonatal Neuroimaging & Developmental Science Center, Division of Newborn Medicine, Department of Pediatrics, Boston Children's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Frances Haofei Li
- Department of PsychiatryCambridge Hospital, Harvard Medical SchoolCambridgeMassachusettsUSA
| | - Sarah Dickerman
- Department of Psychiatry, Boston Children's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Jennifer E. Khoury
- Department of PsychiatryCambridge Hospital, Harvard Medical SchoolCambridgeMassachusettsUSA
- Present address:
Department of PsychologyMount Saint Vincent UniversityHalifaxNova ScotiaCanada
| | - Michaela Sisitsky
- Fetal‐Neonatal Neuroimaging & Developmental Science Center, Division of Newborn Medicine, Department of Pediatrics, Boston Children's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Yangming Ou
- Fetal‐Neonatal Neuroimaging & Developmental Science Center, Division of Newborn Medicine, Department of Pediatrics, Boston Children's HospitalHarvard Medical SchoolBostonMassachusettsUSA
- Department of Radiology, Boston Children's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Michelle Bosquet Enlow
- Department of PsychiatryCambridge Hospital, Harvard Medical SchoolCambridgeMassachusettsUSA
- Department of Psychiatry, Boston Children's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Martin H. Teicher
- Department of PsychiatryMcLean Hospital, Harvard Medical SchoolBelmontMassachusettsUSA
| | - P. Ellen Grant
- Fetal‐Neonatal Neuroimaging & Developmental Science Center, Division of Newborn Medicine, Department of Pediatrics, Boston Children's HospitalHarvard Medical SchoolBostonMassachusettsUSA
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10
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Bao R, Song Y, Bates SV, Weiss RJ, Foster AN, Cobos CJ, Sotardi S, Zhang Y, Gollub RL, Grant PE, Ou Y. BOston Neonatal Brain Injury Dataset for Hypoxic Ischemic Encephalopathy (BONBID-HIE): Part I. MRI and Manual Lesion Annotation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.30.546841. [PMID: 37461570 PMCID: PMC10350009 DOI: 10.1101/2023.06.30.546841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
Abstract
Hypoxic ischemic encephalopathy (HIE) is a brain injury that occurs in 1 ~ 5/1000 term neonates. Accurate identification and segmentation of HIE-related lesions in neonatal brain magnetic resonance images (MRIs) is the first step toward predicting prognosis, identifying high-risk patients, and evaluating treatment effects. It will lead to a more accurate estimation of prognosis, a better understanding of neurological symptoms, and a timely prediction of response to therapy. We release the first public dataset containing neonatal brain diffusion MRI and expert annotation of lesions from 133 patients diagnosed with HIE. HIE-related lesions in brain MRI are often diffuse (i.e., multi-focal), and small (over half the patients in our data having lesions occupying <1% of brain volume). Segmentation for HIE MRI data is remarkably different from, and arguably more challenging than, other segmentation tasks such as brain tumors with focal and relatively large lesions. We hope that this dataset can help fuel the development of MRI lesion segmentation methods for HIE and small diffuse lesions in general.
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Affiliation(s)
- Rina Bao
- Boston Children’s Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | | | | | - Anna N. Foster
- Boston Children’s Hospital, Boston, MA, USA
- Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Yue Zhang
- Boston Children’s Hospital, Boston, MA, USA
| | - Randy L. Gollub
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - P. Ellen Grant
- Boston Children’s Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Yangming Ou
- Boston Children’s Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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11
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Bottaccioli A, Mariani U, Schiralli R, Mari M, Pontani M, Bologna M, Muzi P, Giannoni S, Ciummo V, Necozione S, Cofini V, Chiariotti L, Cuomo M, Costabile D, Bottaccioli F. Empathy at school project: Effects of didactics of emotions® on emotional competence, cortisol secretion and inflammatory profile in primary school children. A controlled longitudinal psychobiological study. COMPREHENSIVE PSYCHONEUROENDOCRINOLOGY 2023; 14:100183. [PMID: 37020722 PMCID: PMC10068011 DOI: 10.1016/j.cpnec.2023.100183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 03/15/2023] [Accepted: 03/17/2023] [Indexed: 03/29/2023] Open
Abstract
Background There is mounting evidence of the presence of chronic stress among children during primary school: girls and boys under the age of 15 years often experience anxiety, irritability and sleeping problems with negative consequences on scholastic climate and the spread of bullying and dropping out of school. The promotion of emotion regulation within school environment through innovative didactic methodologies represents a valuable tool for teachers and parents to reduce emotional distress and associated risk behaviours and to promote wellbeing. Aim Our research aims to explore the psychological and biological consequences of teaching emotional training in an experimental group of Italian Primary School children. Methods A sample of pupils (81 children aged between 6 and 8) was divided into an experimental group (33 subjects) and a control group (30 subjects). A further advanced group of 18 subjects, who have experienced the method in the previous school year, was also included. The experimental study lasted one school year (from October 2021 to May 2022). The following psychological tests were administered to all groups: TEC (Test of Emotion Comprehension) to measure the children's different emotional abilities and the Projective test (PT) 'A person in the rain', to identify the coping skills of children in a stressful condition. Morning salivary cortisol, IL-6 and TNF-alpha assays were conducted in all three groups. Psychological and biological tests were administered at the beginning of the study and at the end of the study. Results The MR-Anova model for TEC score showed that there was not a significant group effect [Fgroup = 2.24, p = 0.114]. Pairwise comparisons showed that mean score significantly increased only in the Experimental group (pB < 0.001) and at the end of the project there was a significant difference between Experimental group and Control group (pB = 0.012). The mean score of PT test increased significantly from baseline to the end of the project for the Experimental group (pB < 0.001) and for the Advanced group (pB = 0.004). At the end of the project, there were significant differences between the Experimental group and the Control group (pB = 0.004) and between the Advanced group and the Control group (pB < 0.001). Salivary cortisol analysis revealed a significant effect between subjects [Fgroup = 9.66; p < 0.001] and significant effects within subjects with the main effect of the time [Ftime = 35.41; p < 0.001] and the significant interaction "time x group" [Ftimexgroup = 3.38; p = 0.040]. Pairwise comparisons showed that cortisol levels decreased significantly over time only in the Experimental group (pB < 0.001). Regarding to IL-6 levels, there was not a significant effect between subjects [Fgroups = 0.0481; p = 0.953]. The mean level decreased significantly for each group from baseline to post project (pB < 0.001). With respect to TNF-alpha levels, the mean levels decreased over time for all groups (pB = 0.006 for Experimental group; pB < 0.001 either for the Advanced or Control group). Conclusion the results documented in the experimental groups who experienced didactics of emotion for at least one school year show a significant increase in children's ability to cope with reality, stress and anxiety, and an improvement of their emotional competence. Meanwhile, a significant reduction in the amount of salivary cortisol was observed in the experimental group at the end of the scholastic year; meantime a stable reduced amount of salivary cortisol in advanced group throughout the project was also observed. These findings show that an intervention through an emotional education program is able to regulate interpersonal skills and the stress axis response.
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Affiliation(s)
- A.G. Bottaccioli
- Società Italiana di Psiconeuroendocrinoimmunologia (SIPNEI), Rome, Italy
- “Vita e Salute” San Raffaele University, Milan – Faculty of Psychology, Italy
- Corresponding author. Società Italiana di Psiconeuroendocrinoimmunologia (SIPNEI), Rome, Italy.
| | - U. Mariani
- Emotional Training Center, Viterbo, Italy
| | | | - M.G. Mari
- Emotional Training Center, Viterbo, Italy
| | - M. Pontani
- Emotional Training Center, Viterbo, Italy
| | - M. Bologna
- Società Italiana di Psiconeuroendocrinoimmunologia (SIPNEI), Rome, Italy
- L'Aquila University- Department of Life, Health and Environmental Sciences, Italy
| | - P. Muzi
- L'Aquila University- Department of Life, Health and Environmental Sciences, Italy
| | - S.D. Giannoni
- L'Aquila University- Department of Life, Health and Environmental Sciences, Italy
| | - V. Ciummo
- L'Aquila University- Department of Life, Health and Environmental Sciences, Italy
| | - S. Necozione
- L'Aquila University- Department of Life, Health and Environmental Sciences, Italy
| | - V. Cofini
- L'Aquila University- Department of Life, Health and Environmental Sciences, Italy
| | - L. Chiariotti
- Federico II University of Naples – Department of Medical Biotechnology, and Molecular Medicine, Italy
| | - M. Cuomo
- Federico II University of Naples – Department of Medical Biotechnology, and Molecular Medicine, Italy
| | - D. Costabile
- Federico II University of Naples – Department of Medical Biotechnology, and Molecular Medicine, Italy
| | - F. Bottaccioli
- Società Italiana di Psiconeuroendocrinoimmunologia (SIPNEI), Rome, Italy
- L'Aquila University- Department of Life, Health and Environmental Sciences, Italy
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Demers CH, Hankin BL, Hennessey EMP, Haase MH, Bagonis MM, Kim SH, Gilmore JH, Hoffman MC, Styner MA, Davis EP. Maternal adverse childhood experiences and infant subcortical brain volume. Neurobiol Stress 2022; 21:100487. [PMID: 36532374 PMCID: PMC9755027 DOI: 10.1016/j.ynstr.2022.100487] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 08/19/2022] [Accepted: 09/13/2022] [Indexed: 10/31/2022] Open
Abstract
Background A large body of research supports the deleterious effects of adverse childhood experiences (ACEs) on disease susceptibility and health for both the exposed individual and the next generation. It is likely that there is an intergenerational transmission of risk from mother to child; however, the mechanisms through which such risk is conferred remain unknown. The current study evaluated the association between maternal ACEs, neonatal brain development of the amygdala and hippocampus, and later infant negative emotionality at six months of age. Methods The sample included 85 mother-infant dyads (44 female infants) from a longitudinal study. Maternal ACEs were assessed with the Adverse Childhood Experiences Questionnaire (ACE-Q) and neonatal hippocampal and amygdala volume was assessed using structural magnetic resonance imaging (MRI). Infant negative emotionality was assessed at 6 months using the Infant Behavior Questionnaire (IBQ). Results Multivariate analyses demonstrated that maternal ACEs were associated with bilateral amygdala volume (F(2,78) = 3.697,p = .029). Specifically, higher maternal ACEs were associated with smaller left (β = -0.220, t(79) = -2.661, p = .009, R2 = 0.494, and right (β = -0.167, t(79) = -2.043, p = .044, R2 = 0.501) amygdala volume. No significant association between maternal ACEs and bilateral hippocampal volume (F(2,78) = 0.215,p = .0807) was found. Follow-up regression analyses demonstrated that both high maternal ACEs and smaller left amygdala volume were associated with higher infant negative emotionality at six months of age (β = .232, p = .040, R2 = 0.094, and β = -0.337, p = .022, R2 = 0.16, respectively) although statistically significant mediation of this effect was not observed (Indirect effect = 0.0187, 95% CI [-0.0016-0.0557]). Conclusions Maternal ACEs are associated with both newborn amygdala volume and subsequent infant negative emotionality. These findings linking maternal adverse childhood experiences and infant brain development and temperament provide evidence to support the intergenerational transmission of adversity from mother to child.
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Affiliation(s)
- Catherine H. Demers
- Department of Psychology, University of Denver, Denver, CO, USA
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Corresponding author. University of Denver, Department of Psychology, 2155 South Race Street, Denver, CO, 80208-3500, USA.
| | - Benjamin L. Hankin
- Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL, USA
| | | | | | - Maria M. Bagonis
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- PrimeNeuro, Durham, NC, USA
| | - Sun Hyung Kim
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - John H. Gilmore
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - M. Camille Hoffman
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Obstetrics and Gynecology, Division of Maternal and Fetal Medicine, University of Colorado Denver School of Medicine, Aurora, CO, USA
| | - Martin A. Styner
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Elysia Poggi Davis
- Department of Psychology, University of Denver, Denver, CO, USA
- Department of Pediatrics, University of California Irvine, Irvine, CA, USA
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