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Mareckova K, Trbusek F, Marecek R, Chladek J, Koscova Z, Plesinger F, Andrysková L, Brazdil M, Nikolova YS. Maternal depression during the perinatal period and its relationship with emotion regulation in young adulthood: An fMRI study in a prenatal birth cohort. Psychol Med 2025; 55:e39. [PMID: 39933999 DOI: 10.1017/s0033291725000042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/13/2025]
Abstract
BACKGROUND Maternal perinatal mental health is essential for optimal brain development and mental health of the offspring. We evaluated whether maternal depression during the perinatal period and early life of the offspring might be selectively associated with altered brain function during emotion regulation and whether those may further correlate with physiological responses and the typical use of emotion regulation strategies. METHODS Participants included 163 young adults (49% female, 28-30 years) from the ELSPAC prenatal birth cohort who took part in its neuroimaging follow-up and had complete mental health data from the perinatal period and early life. Maternal depressive symptoms were measured mid-pregnancy, 2 weeks, 6 months, and 18 months after birth. Regulation of negative affect was studied using functional magnetic resonance imaging, concurrent skin conductance response (SCR) and heart rate variability (HRV), and assessment of typical emotion regulation strategy. RESULTS Maternal depression 2 weeks after birth interacted with sex and showed a relationship with greater brain response during emotion regulation in a right frontal cluster in women. Moreover, this brain response mediated the relationship between greater maternal depression 2 weeks after birth and greater suppression of emotions in young adult women (ab = 0.11, SE = 0.05, 95% CI [0.016; 0.226]). The altered brain response during emotion regulation and the typical emotion regulation strategy were also as sociated with SCR and HRV. CONCLUSIONS These findings suggest that maternal depression 2 weeks after birth predisposes female offspring to maladaptive emotion regulation skills and particularly to emotion suppression in young adulthood.
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Affiliation(s)
- Klara Mareckova
- Brain and Mind Research, Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
- First Department of Neurology, Faculty of Medicine, Masaryk University and St. Anne's University Hospital, Brno, Czech Republic
| | - Filip Trbusek
- Brain and Mind Research, Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Radek Marecek
- Brain and Mind Research, Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
- First Department of Neurology, Faculty of Medicine, Masaryk University and St. Anne's University Hospital, Brno, Czech Republic
| | - Jan Chladek
- Brain and Mind Research, Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
- First Department of Neurology, Faculty of Medicine, Masaryk University and St. Anne's University Hospital, Brno, Czech Republic
- Institute of Scientific Instruments, The Czech Academy of Sciences, Brno, Czech Republic
| | - Zuzana Koscova
- Institute of Scientific Instruments, The Czech Academy of Sciences, Brno, Czech Republic
| | - Filip Plesinger
- Institute of Scientific Instruments, The Czech Academy of Sciences, Brno, Czech Republic
| | - Lenka Andrysková
- RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Milan Brazdil
- Brain and Mind Research, Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
- First Department of Neurology, Faculty of Medicine, Masaryk University and St. Anne's University Hospital, Brno, Czech Republic
| | - Yuliya S Nikolova
- Centre for Addiction and Mental Health (CAMH), University of Toronto, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto
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Bao Y, Xue M, Gohumpu J, Cao Y, Weng S, Fang P, Wu J, Yu B. Prenatal anxiety recognition model integrating multimodal physiological signal. Sci Rep 2024; 14:21767. [PMID: 39294387 PMCID: PMC11410974 DOI: 10.1038/s41598-024-72507-8] [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: 06/03/2024] [Accepted: 09/09/2024] [Indexed: 09/20/2024] Open
Abstract
Anxiety among pregnant women can significantly impact their overall well-being. However, the development of data-driven HCI interventions for this demographic is often hindered by data scarcity and collection challenges. In this study, we leverage the Empatica E4 wristband to gather physiological data from pregnant women in both resting and relaxed states. Additionally, we collect subjective reports on their anxiety levels. We integrate features from signals including Blood Volume Pulse (BVP), Skin Temperature (SKT), and Inter-Beat Interval (IBI). Employing a Support Vector Machine (SVM) algorithm, we construct a model capable of evaluating anxiety levels in pregnant women. Our model attains an emotion recognition accuracy of 69.3%, marking achievements in HCI technology tailored for this specific user group. Furthermore, we introduce conceptual ideas for biofeedback on maternal emotions and its interactive mechanism, shedding light on improved monitoring and timely intervention strategies to enhance the emotional health of pregnant women.
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Affiliation(s)
- Yanchi Bao
- Ningbo Innovation Center, Zhejiang University, Ningbo, China
| | - Mengru Xue
- Ningbo Innovation Center, Zhejiang University, Ningbo, China.
| | | | - Yumeng Cao
- Ningbo Innovation Center, Zhejiang University, Ningbo, China
| | - Shitong Weng
- Ningbo Innovation Center, Zhejiang University, Ningbo, China
| | - Peidi Fang
- The Affiliated People's Hospital of Ningbo University, Ningbo, China
| | - Jiang Wu
- University of Nottingham Ningbo China, Ningbo, China
| | - Bin Yu
- Nyenrode Business University, Breukelen, The Netherlands
- Amsterdam University of Applied Sciences, Amsterdam, The Netherlands
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Kawahara T, Isumi A, Ochi M, Doi SK, Surkan PJ, Fujiwara T. Association between maternal dissatisfaction with oneself at birth and shaking and smothering toward the offspring up to 18 months old. CHILD ABUSE & NEGLECT 2024; 153:106816. [PMID: 38696953 DOI: 10.1016/j.chiabu.2024.106816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/17/2024] [Accepted: 04/23/2024] [Indexed: 05/04/2024]
Abstract
BACKGROUND A mother who feels dissatisfaction with herself may resort to abusive behavior such as shaking or smothering toward their offspring. Understanding this association can inform effective prevention strategies. OBJECTIVE This study aimed to investigate the associations between maternal feelings of dissatisfaction with oneself and infant physical abuse. PARTICIPANTS AND SETTING The study included 434 mothers who had recently given birth in two obstetric wards in a relatively wealthy area in Tokyo, Japan. METHODS Adopting a longitudinal design, the study used questionnaires post-childbirth to measure mothers' dissatisfaction with themselves. This involved evaluating perceptions of failing to meet personal standards or self-image. Physical abuse (specifically shaking or smothering) in infants was tracked at 3, 6, 12, and 18 months. Data analysis comprised multilevel analysis, group-based trajectory modeling, and multivariable logistic regression to explore the association between maternal dissatisfaction and child physical abuse. RESULTS Multilevel analysis showed that mothers with middle or high dissatisfaction with themselves were more likely to abuse their infant compared to mothers with low dissatisfaction with themselves (adjusted odds ratios [aOR] 5.71, 95 % confidence interval [CI], 1.06-30.78 and aOR 12.47, 95 % CI: 2.11-73.69, respectively). Trajectory analyses indicated that mothers with middle or high dissatisfaction with themselves were consistently more likely to abuse their infants up to 18 months (aOR 8.08, 95 % CI 1.61-40.53 and aOR 6.42, 95 % CI 1.27-32.43, respectively). CONCLUSIONS Our findings highlight a robust association between mother's dissatisfaction with themselves and a higher risk of infant physical abuse. These insights call for a comprehensive review of preventive measures for childhood physical abuse.
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Affiliation(s)
- Tomoki Kawahara
- Department of Public Health, Tokyo Medical and Dental University, Tokyo, Japan
| | - Aya Isumi
- Department of Health Policy, Tokyo Medical and Dental University, Tokyo, Japan
| | - Manami Ochi
- Department of Health Policy, National Center for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo 157-8535, Japan
| | - Satomi Kato Doi
- Department of Health Policy, Tokyo Medical and Dental University, Tokyo, Japan
| | - Pamela J Surkan
- Department of Public Health, Tokyo Medical and Dental University, Tokyo, Japan; Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Takeo Fujiwara
- Department of Public Health, Tokyo Medical and Dental University, Tokyo, Japan; Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
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Melamed DM, Botting J, Lofthouse K, Pass L, Meiser-Stedman R. The Relationship Between Negative Self-Concept, Trauma, and Maltreatment in Children and Adolescents: A Meta-Analysis. Clin Child Fam Psychol Rev 2024; 27:220-234. [PMID: 38386241 PMCID: PMC10920440 DOI: 10.1007/s10567-024-00472-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/11/2024] [Indexed: 02/23/2024]
Abstract
Experiencing trauma in childhood is a global public health issue linked to worse physical and mental health outcomes, including Post-Traumatic Stress Disorder (PTSD). Self-concept is a transdiagnostic concept linked to various psychopathologies and understanding its unique relationship to trauma is important. This meta-analysis aimed to understand the size of the effect between trauma and maltreatment and self-concept in children and adolescents. The current meta-analysis searched PubMed, PILOTS, PsycINFO, and Web of Science databases. Inclusion criteria involved studies with defined trauma exposure, valid measures of self-concept, and participants' mean age under 18 years old. One-hundred-and-thirty-four studies were included in the meta-analysis (N = 255,334). A random-effects meta-analysis was performed. A small negative relationship was observed between trauma exposure and self-concept (r = - 0.20, 95% CI - 0.22, - 0.18). This relationship was significantly moderated by some variables (type and nature of trauma exposure) but not others (participant gender, type of self-concept measure, quality of studies, country economic status). A small relationship between trauma exposure and negative self-concept in children and adolescents was detected, with repeated trauma exposure and type of trauma exposure moderating this relationship. This provides important directions for clinical practice around providing support for those exposed or most vulnerable to experiencing trauma.
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Affiliation(s)
- Daniela M Melamed
- Department of Clinical Psychology and Psychological Therapies, University of East Anglia, Norwich Research Park, Norwich, Norfolk, NR4 7TJ, UK
| | - Jessica Botting
- Department of Clinical Psychology and Psychological Therapies, University of East Anglia, Norwich Research Park, Norwich, Norfolk, NR4 7TJ, UK
| | - Katie Lofthouse
- Department of Clinical Psychology and Psychological Therapies, University of East Anglia, Norwich Research Park, Norwich, Norfolk, NR4 7TJ, UK
| | - Laura Pass
- Department of Clinical Psychology and Psychological Therapies, University of East Anglia, Norwich Research Park, Norwich, Norfolk, NR4 7TJ, UK
| | - Richard Meiser-Stedman
- Department of Clinical Psychology and Psychological Therapies, University of East Anglia, Norwich Research Park, Norwich, Norfolk, NR4 7TJ, UK.
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Tovo-Rodrigues L, Santos IS, Bierhals IO, Del-Ponte B, Murray J, Bielemann R, Munhoz TN, Crochemore-Silva I, de Oliveira IO, Barros FC, Barros AJD, Matijasevich A. Cohort Profile Update: 2004 Pelotas (Brazil) Birth Cohort Study follow-up during adolescent years. Int J Epidemiol 2024; 53:dyad156. [PMID: 37953504 PMCID: PMC10859134 DOI: 10.1093/ije/dyad156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 11/06/2023] [Indexed: 11/14/2023] Open
Affiliation(s)
- Luciana Tovo-Rodrigues
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
- Human Development and Violence Research Centre, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Iná S Santos
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
| | | | - Bianca Del-Ponte
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Joseph Murray
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
- Human Development and Violence Research Centre, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Renata Bielemann
- Postgraduate Program in Nutrition and Foods, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Tiago N Munhoz
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
- School of Psychology, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Inácio Crochemore-Silva
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
- Postgraduate Program in Physical Education, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Isabel O de Oliveira
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Fernando C Barros
- Postgraduate Program in Health in the Life Cycle, Universidade Catolica de Pelotas, Pelotas, RS, Brazil
| | - Aluísio J D Barros
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
| | - Alicia Matijasevich
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, RS, Brazil
- Departamento de Medicina Preventiva, Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, SP, Brasil
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李 雨, 钟 莹, 陈 剑, 黄 欣, 从 恩, 徐 一. [Association between maternal job burnout and adolescent depression: the chain mediating effect of maternal depression and parenting style]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2023; 25:186-192. [PMID: 36854696 PMCID: PMC9979380 DOI: 10.7499/j.issn.1008-8830.2208026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 12/07/2022] [Indexed: 03/02/2023]
Abstract
OBJECTIVES To investigate the association between maternal job burnout and adolescent depression and the mediating effect of maternal depression and parenting style. METHODS A cross-sectional study was conducted. The cluster random sampling method was used to select 2 572 adolescents from 7 middle schools in Shanghai, China, from April to May, 2021. A survey was performed for these adolescents and their mothers. The research tools included a general information questionnaire, Maslach Burnout Inventory-General Survey, Center for Epidemiologic Studies Depression Scale, short-form of Egna Minnen av Barndoms Uppfostran, and Children's Depression Inventory. A structural equation model was established, and the Bootstrap method was used to investigate the mediating effect. RESULTS The detection rate of depressive symptoms was 12.71% (327/2 572) among the adolescents. The scores of maternal job burnout, maternal depression, and negative parenting style were positively correlated with the score of adolescent depression (P<0.05), and the score of positive parenting style was negatively correlated with the score of adolescent depression (P<0.05). Maternal depression and parenting style played a mediating role between maternal job burnout and adolescent depression, including the individual mediating effect of maternal depression, the individual mediating effect of positive parenting style, and the chain mediating effect of maternal depression-negative/positive parenting style. CONCLUSIONS Maternal job burnout may affect adolescent depression through the mediating effect of depression, parenting style, and depression-parenting style, suggesting that the symptoms of adolescent depression can be reduced by alleviating maternal job burnout, improving maternal depression, increasing positive parenting behaviors, and reducing negative parenting behaviors.
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Affiliation(s)
| | | | | | | | - 恩朝 从
- 上海市同济大学附属第十人民医院精神心理科上海200072
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