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Gee DG, Cohodes EM. Leveraging the developmental neuroscience of caregiving to promote resilience among youth exposed to adversity. Dev Psychopathol 2023; 35:2168-2185. [PMID: 37929292 PMCID: PMC10872788 DOI: 10.1017/s0954579423001128] [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: 11/07/2023]
Abstract
Early adversity is a major risk factor for the emergence of psychopathology across development. Identifying mechanisms that support resilience, or favorable mental health outcomes despite exposure to adversity, is critical for informing clinical intervention and guiding policy to promote youth mental health. Here we propose that caregivers play a central role in fostering resilience among children exposed to adversity via caregiving influences on children's corticolimbic circuitry and emotional functioning. We first delineate the numerous ways that caregivers support youth emotional learning and regulation and describe how early attachment lays the foundation for optimal caregiver support of youth emotional functioning in a developmental stage-specific manner. Second, we outline neural mechanisms by which caregivers foster resilience-namely, by modulating offspring corticolimbic circuitry to support emotion regulation and buffer stress reactivity. Next, we highlight the importance of developmental timing and sensitive periods in understanding caregiving-related mechanisms of resilience. Finally, we discuss clinical implications of this line of research and how findings can be translated to guide policy that promotes the well-being of youth and families.
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Shahbazi Z, Byun YC. Early Life Stress Detection Using Physiological Signals and Machine Learning Pipelines. BIOLOGY 2023; 12:biology12010091. [PMID: 36671783 PMCID: PMC9855823 DOI: 10.3390/biology12010091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 12/29/2022] [Accepted: 12/30/2022] [Indexed: 01/09/2023]
Abstract
Pregnancy and early childhood are two vulnerable times when immunological plasticity is at its peak and exposure to stress may substantially raise health risks. However, to separate the effects of adversity during vulnerable times of the lifetime from those across the entire lifespan, we require deeper phenotyping. Stress is one of the challenges which everyone can face with this issue. It is a type of feeling which contains mental pressure and comes from daily life matters. There are many research and investments regarding this problem to overcome or control this complication. Pregnancy is a susceptible period for the child and the mother taking stress can affect the child's health after birth. The following matter can happen based on natural disasters, war, death or separation of parents, etc. Early Life Stress (ELS) has a connection with psychological development and metabolic and cardiovascular diseases. In the following research, the main focus is on Early Life Stress control during pregnancy of a healthy group of women that are at risk of future disease during their pregnancy. This study looked at the relationship between retrospective recollections of childhood or pregnancy hardship and inflammatory imbalance in a group of 53 low-income, ethnically diverse women who were seeking family-based trauma treatment after experiencing interpersonal violence. Machine learning Convolutional Neural Networks (CNNs) are applied for stress detection using short-term physiological signals in terms of non-linear and for a short term. The focus concepts are heart rate, and hand and foot galvanic skin response.
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Affiliation(s)
- Zeinab Shahbazi
- Department of Mathematics Informatics, University of Barcelona, 08007 Barcelona, Spain
| | - Yung-Cheol Byun
- Department of Computer Engineering, Major of Electronic Engineering, Jeju National University, Institute of Information Science & Technology, Jeju 63243, Republic of Korea
- Correspondence:
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Shonkoff JP, Boyce WT, Bush NR, Gunnar MR, Hensch TK, Levitt P, Meaney MJ, Nelson CA, Slopen N, Williams DR, Silveira PP. Translating the Biology of Adversity and Resilience Into New Measures for Pediatric Practice. Pediatrics 2022; 149:187008. [PMID: 35535547 DOI: 10.1542/peds.2021-054493] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/16/2022] [Indexed: 02/06/2023] Open
Abstract
As the science of adversity and resilience advances, and public awareness of the health consequences of stress grows, primary care providers are being increasingly asked to address the effects of adverse experiences on child wellbeing. Given limited tools for assessing these effects early in life, the authors explore how enhanced capacity to measure stress activation directly in young children could transform the role and scope of pediatric practice. When employed within a trusted relationship between caregivers and clinicians, selective use of biological measures of stress responses would help address the documented limitations of rating scales of adverse childhood experiences as a primary indicator of individual risk and strengthen the ability to focus on variation in intervention needs, assess their effectiveness, and guide ongoing management. The authors provide an overview of the potential benefits and risks of such expanded measurement capacity, as well as an introduction to candidate indicators that might be employed in an office setting. The ultimate value of such measures for both pediatricians and parents will require vigilant attention to the ethical responsibilities of assuring their correct interpretation and minimizing the harm of inappropriate labeling, especially for children and families experiencing the hardships and threats of racism, poverty, and other structural inequities. Whereas much work remains to be done to advance measurement development and ensure its equitable use, the potential of validated markers of stress activation and resilience to strengthen the impact of primary health care on the lives of young children facing significant adversity demands increased attention.
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Affiliation(s)
- Jack P Shonkoff
- Center on the Developing Child.,Harvard Graduate School of Education.,Harvard Medical School and Boston Children's Hospital, Boston, Massachusetts.,Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts.,Department of Pediatrics, Massachusetts General Hospital, Boston, Massachusetts
| | - W Thomas Boyce
- University of California, San Francisco, San Francisco, California
| | - Nicole R Bush
- Departments of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences.,Department of Pediatrics, Division of Developmental Medicine, University of California, San Francisco, San Francisco, California
| | - Megan R Gunnar
- Institute of Child Development, University of Minnesota, Minneapolis, Minnesota
| | - Takao K Hensch
- Center on the Developing Child.,Conte Center for Basic Mental Health Research.,Center for Brain Science, Harvard University, Cambridge, Massachusetts.,Harvard Medical School and Boston Children's Hospital, Boston, Massachusetts
| | - Pat Levitt
- Developmental Neuroscience and Neurogenetics Program, The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, California.,Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Michael J Meaney
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Center, Montreal, Quebec, Canada.,Department of Psychiatry, McGill University, Montreal, Quebec, Canada.,Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research (A*STAR), Brenner Centre for Molecular Medicine, Singapore, Republic of Singapore
| | - Charles A Nelson
- Center on the Developing Child.,Harvard Graduate School of Education.,Harvard Medical School and Boston Children's Hospital, Boston, Massachusetts
| | - Natalie Slopen
- Center on the Developing Child.,Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - David R Williams
- Center on the Developing Child.,Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Patricia Pelufo Silveira
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Center, Montreal, Quebec, Canada.,Department of Psychiatry, McGill University, Montreal, Quebec, Canada.,Douglas Mental Health University Institute, McGill University, Montreal, Quebec, Canada
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Núñez-Rios DL, Martínez-Magaña JJ, Nagamatsu ST, Andrade-Brito DE, Forero DA, Orozco-Castaño CA, Montalvo-Ortiz JL. Central and Peripheral Immune Dysregulation in Posttraumatic Stress Disorder: Convergent Multi-Omics Evidence. Biomedicines 2022; 10:biomedicines10051107. [PMID: 35625844 PMCID: PMC9138536 DOI: 10.3390/biomedicines10051107] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 04/29/2022] [Accepted: 05/04/2022] [Indexed: 11/16/2022] Open
Abstract
Posttraumatic stress disorder (PTSD) is a chronic and multifactorial disorder with a prevalence ranging between 6–10% in the general population and ~35% in individuals with high lifetime trauma exposure. Growing evidence indicates that the immune system may contribute to the etiology of PTSD, suggesting the inflammatory dysregulation as a hallmark feature of PTSD. However, the potential interplay between the central and peripheral immune system, as well as the biological mechanisms underlying this dysregulation remain poorly understood. The activation of the HPA axis after trauma exposure and the subsequent activation of the inflammatory system mediated by glucocorticoids is the most common mechanism that orchestrates an exacerbated immunological response in PTSD. Recent high-throughput analyses in peripheral and brain tissue from both humans with and animal models of PTSD have found that changes in gene regulation via epigenetic alterations may participate in the impaired inflammatory signaling in PTSD. The goal of this review is to assess the role of the inflammatory system in PTSD across tissue and species, with a particular focus on the genomics, transcriptomics, epigenomics, and proteomics domains. We conducted an integrative multi-omics approach identifying TNF (Tumor Necrosis Factor) signaling, interleukins, chemokines, Toll-like receptors and glucocorticoids among the common dysregulated pathways in both central and peripheral immune systems in PTSD and propose potential novel drug targets for PTSD treatment.
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Affiliation(s)
- Diana L. Núñez-Rios
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA; (D.L.N.-R.); (J.J.M.-M.); (S.T.N.); (D.E.A.-B.)
- VA CT Healthcare Center, West Haven, CT 06516, USA
| | - José J. Martínez-Magaña
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA; (D.L.N.-R.); (J.J.M.-M.); (S.T.N.); (D.E.A.-B.)
- VA CT Healthcare Center, West Haven, CT 06516, USA
| | - Sheila T. Nagamatsu
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA; (D.L.N.-R.); (J.J.M.-M.); (S.T.N.); (D.E.A.-B.)
- VA CT Healthcare Center, West Haven, CT 06516, USA
| | - Diego E. Andrade-Brito
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA; (D.L.N.-R.); (J.J.M.-M.); (S.T.N.); (D.E.A.-B.)
- VA CT Healthcare Center, West Haven, CT 06516, USA
| | - Diego A. Forero
- Health and Sport Sciences Research Group, School of Health and Sport Sciences, Fundación Universitaria del Área Andina, Bogotá 110231, Colombia; (D.A.F.); (C.A.O.-C.)
| | - Carlos A. Orozco-Castaño
- Health and Sport Sciences Research Group, School of Health and Sport Sciences, Fundación Universitaria del Área Andina, Bogotá 110231, Colombia; (D.A.F.); (C.A.O.-C.)
| | - Janitza L. Montalvo-Ortiz
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA; (D.L.N.-R.); (J.J.M.-M.); (S.T.N.); (D.E.A.-B.)
- VA CT Healthcare Center, West Haven, CT 06516, USA
- Correspondence: ; Tel.: +1-(203)-9325711 (ext. 7491)
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