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Smith RL, Sawiak SJ, Dorfschmidt L, Dutcher EG, Jones JA, Hahn JD, Sporns O, Swanson LW, Taylor PA, Glen DR, Dalley JW, McMahon FJ, Raznahan A, Vértes PE, Bullmore ET. Development and early life stress sensitivity of the rat cortical microstructural similarity network. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.20.629759. [PMID: 39803427 PMCID: PMC11722359 DOI: 10.1101/2024.12.20.629759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/23/2025]
Abstract
The rat offers a uniquely valuable animal model in neuroscience, but we currently lack an individual-level understanding of the in vivo rat brain network. Here, leveraging longitudinal measures of cortical magnetization transfer ratio (MTR) from in vivo neuroimaging between postnatal days 20 (weanling) and 290 (mid-adulthood), we design and implement a computational pipeline that captures the network of structural similarity (MIND, morphometric inverse divergence) between each of 53 distinct cortical areas. We first characterized the normative development of the network in a cohort of rats undergoing typical development (N=47), and then contrasted these findings with a cohort exposed to early life stress (ELS, N=40). MIND as a metric of cortical similarity and connectivity was validated by cortical cytoarchitectonics and axonal tract-tracing data. The normative rat MIND network had high between-study reliability and complex topological properties including a rich club. Similarity changed during post-natal and adolescent development, including a phase of fronto-hippocampal convergence, or increasing inter-areal similarity. An inverse process of increasing fronto-hippocampal dissimilarity was seen with post-adult aging. Exposure to ELS in the form of maternal separation appeared to accelerate the normative trajectory of brain development - highlighting embedding of stress in the dynamic rat brain network. Our work provides novel tools for systems-level study of the rat brain that can now be used to understand network-based underpinnings of complex lifespan behaviors and experimental manipulations that this model organism allows.
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Affiliation(s)
- Rachel L. Smith
- Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
- Human Genetics Branch, National Institute of Mental Health, Bethesda, MD, USA 20892
| | - Stephen J. Sawiak
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, Cambridge, UK
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, CB2 3EL, UK
| | - Lena Dorfschmidt
- Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Ethan G. Dutcher
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK
| | - Jolyon A. Jones
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, Cambridge, UK
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK
| | - Joel D. Hahn
- Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA 90089
| | - Olaf Sporns
- Indiana University Network Science Institute, Indiana University, Bloomington, IN, USA 47405
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA 47405
| | - Larry W. Swanson
- Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA 90089
| | - Paul A. Taylor
- Scientific and Statistical Computing Core, National Institute of Mental Health, NIH, Bethesda, MD, USA 20892
| | - Daniel R. Glen
- Scientific and Statistical Computing Core, National Institute of Mental Health, NIH, Bethesda, MD, USA 20892
| | - Jeffrey W. Dalley
- Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, Cambridge, UK
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK
| | - Francis J. McMahon
- Human Genetics Branch, National Institute of Mental Health, Bethesda, MD, USA 20892
| | - Armin Raznahan
- Human Genetics Branch, National Institute of Mental Health, Bethesda, MD, USA 20892
| | - Petra E. Vértes
- Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Edward T. Bullmore
- Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
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Uselman TW, Jacobs RE, Bearer EL. Reconfiguration of brain-wide neural activity after early life adversity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.10.557058. [PMID: 38328213 PMCID: PMC10849645 DOI: 10.1101/2023.09.10.557058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Early life adversity (ELA) predisposes individuals to both physical and mental disorders lifelong. How ELA affects brain function leading to this vulnerability is under intense investigation. Research has begun to shed light on ELA effects on localized brain regions within defined circuits. However, investigations into brain-wide neural activity that includes multiple localized regions, determines relationships of activity between regions and identifies shifts of activity in response to experiential conditions is necessary. Here, we performed longitudinal manganese-enhanced magnetic resonance imaging (MEMRI) to image the brain in normally reared or ELA-exposed adults. Images were captured in the freely moving home cage condition, and short- and long-term after naturalistic threat. Images were analyzed with new computational methods, including automated segmentation and fractional activation or difference volumes. We found that neural activity was increased after ELA compared to normal rearing in multiple brain regions, some of which are involved in defensive and/or reward circuitry. Widely distributed patterns of neural activity, "brain states", and their dynamics after threat were altered with ELA. Upon acute threat, ELA-mice retained heightened neural activity within many of these regions, and new hyperactive responses emerged in monoaminergic centers of the mid- and hindbrain. Nine days after acute threat, heightened neural activity remained within locus coeruleus and increased within posterior amygdala, ventral hippocampus, and dorso- and ventromedial hypothalamus, while reduced activity emerged within medial prefrontal cortical regions (prelimbic, infralimbic, anterior cingulate). These results reveal that functional imbalances arise between multiple brain-systems which are dependent upon context and cumulative experiences after ELA.
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Affiliation(s)
- Taylor W Uselman
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131
| | - Russell E Jacobs
- Zilkha Neurogenetic Institute, Keck School of Medicine of University of Southern California, Los Angeles, CA 90033
- California Institute of Technology, Pasadena, CA 91125
| | - Elaine L Bearer
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131
- California Institute of Technology, Pasadena, CA 91125
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3
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Kim DHJ, Iosif AM, Ramirez-Celis A, Ashwood P, Ames JL, Lyall K, Berger K, Croen LA, Van de Water J. Neonatal immune signatures differ by sex regardless of neurodevelopmental disorder status: Macrophage migration inhibitory factor (MIF) alone reveals a sex by diagnosis interaction effect. Brain Behav Immun 2023; 111:328-333. [PMID: 37164311 PMCID: PMC10796272 DOI: 10.1016/j.bbi.2023.05.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 04/10/2023] [Accepted: 05/05/2023] [Indexed: 05/12/2023] Open
Abstract
Immune dysregulation, including aberrant peripheral cytokine/chemokine levels, is implicated in neurodevelopmental disorders (NDD) such as autism spectrum disorder (ASD). While the diagnosis of ASD is more common in males compared to females, sex effects in immune dysregulation related to neurodevelopment remain understudied. The aim of this exploratory study was to determine whether there are sex-specific effects in neonatal immune dysregulation with respect to an ASD or delayed development (DD) diagnosis. We utilized the data from the Early Markers for Autism study, a population based case-control study of prenatal and neonatal biomarkers of ASD. The immune profile of newborns later diagnosed with ASD (n = 482, 91 females), DD (n = 140, 61 females) and sex-matched general population controls (GP; n = 378, 67 females) were analyzed using neonatal bloodspots (NBS) via 42-plex multiplex assay. Multiple linear regression analysis was performed to identify whether sex was associated with differences in cytokine/chemokine levels of children with ASD, DD, and GP. A sex by diagnosis interaction effect was observed only for the chemokine macrophage migration inhibitory factor (MIF), with males displaying higher levels of NBS MIF than females in the GP control group (p = 0.02), but not in ASD (p = 0.52) or DD (p = 0.29) groups. We found that regardless of child diagnosis, newborn bloodspot eluates from females had a significantly higher concentration than males with the same diagnosis of the chemokines granulocyte chemotactic protein 2 (GCP-2; p < 0.0001), macrophage inflammatory protein 2-alpha (GROβ; p = 0.002), interferon-inducible t-cell alpha chemoattractant (I-TAC; p < 0.0001), stromal cell-derived factor 1 alpha and beta (SDF-1α-β; p = 0.03), innate inflammatory chemokines interferon-gamma induced protein 10 (IP-10; p = 0.02), macrophage inflammatory protein 1-alpha (MIP-1α; p = 0.02), and Th1-related pro-inflammatory cytokine interleukin-12 active heterodimer (IL-12p70; p = 0.002). In contrast, males had a higher concentration than females of secondary lymphoid-tissue chemokine (6CKINE; p = 0.02), monocyte chemotactic protein 1 (MCP-1; p = 0.005) and myeloid progenitor inhibitory factor 1 (MPIF-1; p = 0.03). Results were similar when analyses were restricted to NBS from DD and ASD further classified as ASD with intellectual disability (ID), ASD without ID, and DD (GCP-2, p = 0.007; I-TAC, p = 0.001; IP-10, p = 0.005; IL-12p70, p = 0.03 higher in females; MPIF-1, p = 0.03 higher in male). This study is the first to examine sex differences in neonatal cytokine/chemokine concentrations, and whether these differences are associated with neurodevelopmental outcomes. Results highlight the importance of considering sex as a critical factor in understanding the immune system as it relates to child development.
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Affiliation(s)
- Danielle H J Kim
- Department of Internal Medicine, Division of Rheumatology, Allergy, and Clinical Immunology, University of California, Davis, CA, USA
| | - Ana-Maria Iosif
- Department of Public Health Sciences, University of California, Davis, CA, USA
| | - Alexandra Ramirez-Celis
- Department of Internal Medicine, Division of Rheumatology, Allergy, and Clinical Immunology, University of California, Davis, CA, USA
| | - Paul Ashwood
- MIND Institute, University of California, Davis, CA, USA
| | | | - Kristen Lyall
- AJ Drexel Autism Institute, Drexel University, Philadelphia, PA, USA
| | | | - Lisa A Croen
- Kaiser Permanente Northern California-Oakland, USA
| | - Judy Van de Water
- Department of Internal Medicine, Division of Rheumatology, Allergy, and Clinical Immunology, University of California, Davis, CA, USA; MIND Institute, University of California, Davis, CA, USA.
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Bruce MR, Couch ACM, Grant S, McLellan J, Ku K, Chang C, Bachman A, Matson M, Berman RF, Maddock RJ, Rowland D, Kim E, Ponzini MD, Harvey D, Taylor SL, Vernon AC, Bauman MD, Van de Water J. Altered behavior, brain structure, and neurometabolites in a rat model of autism-specific maternal autoantibody exposure. Mol Psychiatry 2023; 28:2136-2147. [PMID: 36973347 PMCID: PMC10575787 DOI: 10.1038/s41380-023-02020-3] [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: 08/15/2022] [Revised: 02/23/2023] [Accepted: 02/27/2023] [Indexed: 03/29/2023]
Abstract
Maternal immune dysregulation is a prenatal risk factor for autism spectrum disorder (ASD). Importantly, a clinically relevant connection exists between inflammation and metabolic stress that can result in aberrant cytokine signaling and autoimmunity. In this study we examined the potential for maternal autoantibodies (aAbs) to disrupt metabolic signaling and induce neuroanatomical changes in the brains of exposed offspring. To accomplish this, we developed a model of maternal aAb exposure in rats based on the clinical phenomenon of maternal autoantibody-related ASD (MAR-ASD). Following confirmation of aAb production in rat dams and antigen-specific immunoglobulin G (IgG) transfer to offspring, we assessed offspring behavior and brain structure longitudinally. MAR-ASD rat offspring displayed a reduction in pup ultrasonic vocalizations and a pronounced deficit in social play behavior when allowed to freely interact with a novel partner. Additionally, longitudinal in vivo structural magnetic resonance imaging (sMRI) at postnatal day 30 (PND30) and PND70, conducted in a separate cohort of animals, revealed sex-specific differences in total and regional brain volume. Treatment-specific effects by region appeared to converge on midbrain and cerebellar structures in MAR-ASD offspring. Simultaneously, in vivo 1H magnetic resonance spectroscopy (1H-MRS) data were collected to examine brain metabolite levels in the medial prefrontal cortex. Results showed that MAR-ASD offspring displayed decreased levels of choline-containing compounds and glutathione, accompanied by increased taurine compared to control animals. Overall, we found that rats exposed to MAR-ASD aAbs present with alterations in behavior, brain structure, and neurometabolites; reminiscent of findings observed in clinical ASD.
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Affiliation(s)
- Matthew R Bruce
- Department of Internal Medicine, Division of Rheumatology, Allergy, and Clinical Immunology, University of California, Davis, CA, USA
| | - Amalie C M Couch
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Simone Grant
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Janna McLellan
- Department of Internal Medicine, Division of Rheumatology, Allergy, and Clinical Immunology, University of California, Davis, CA, USA
| | - Katherine Ku
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Christina Chang
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Angelica Bachman
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Matthew Matson
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Robert F Berman
- Department of Neurological Surgery, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
| | - Richard J Maddock
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Douglas Rowland
- Center for Molecular and Genomic Imaging, University of California, Davis, CA, USA
| | - Eugene Kim
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Matthew D Ponzini
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Danielle Harvey
- Department of Public Health Sciences, University of California, Davis, CA, USA
| | - Sandra L Taylor
- Department of Public Health Sciences, University of California, Davis, CA, USA
| | - Anthony C Vernon
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- MRC Centre for Neurodevelopmental Disorders, King's College London, London, UK
| | - Melissa D Bauman
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
| | - Judy Van de Water
- Department of Internal Medicine, Division of Rheumatology, Allergy, and Clinical Immunology, University of California, Davis, CA, USA.
- MIND Institute, University of California, Davis, CA, USA.
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5
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Bagnall-Moreau C, Spielman B, Brimberg L. Maternal brain reactive antibodies profile in autism spectrum disorder: an update. Transl Psychiatry 2023; 13:37. [PMID: 36737600 PMCID: PMC9898547 DOI: 10.1038/s41398-023-02335-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 01/20/2023] [Accepted: 01/24/2023] [Indexed: 02/05/2023] Open
Abstract
Autism spectrum disorder (ASD) is a heterogeneous neurodevelopmental disorder with multifactorial etiologies involving both genetic and environmental factors. In the past two decades it has become clear that in utero exposure to toxins, inflammation, microbiome, and antibodies (Abs), may play a role in the etiology of ASD. Maternal brain-reactive Abs, present in 10-20% of mothers of a child with ASD, pose a potential risk to the developing brain because they can gain access to the brain during gestation, altering brain development during a critical period. Different maternal anti-brain Abs have been associated with ASD and have been suggested to bind extracellular or intracellular neuronal antigens. Clinical data from various cohorts support the increase in prevalence of such maternal brain-reactive Abs in mothers of a child with ASD compared to mothers of a typically developing child. Animal models of both non-human primates and rodents have provided compelling evidence supporting a pathogenic role of these Abs. In this review we summarize the data from clinical and animal models addressing the role of pathogenic maternal Abs in ASD. We propose that maternal brain-reactive Abs are an overlooked and promising field of research, representing a modifiable risk factor that may account for up to 20% of cases of ASD. More studies are needed to better characterize the Abs that contribute to the risk of having a child with ASD, to understand whether we can we predict such cases of ASD, and to better pinpoint the antigenic specificity of these Abs and their mechanisms of pathogenicity.
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Affiliation(s)
- Ciara Bagnall-Moreau
- grid.250903.d0000 0000 9566 0634Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, New York, NY USA
| | - Benjamin Spielman
- grid.250903.d0000 0000 9566 0634Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, New York, NY USA ,grid.512756.20000 0004 0370 4759Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY USA
| | - Lior Brimberg
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, New York, NY, USA. .,Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA.
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6
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Bogado Lopes J, Senko AN, Bahnsen K, Geisler D, Kim E, Bernanos M, Cash D, Ehrlich S, Vernon AC, Kempermann G. Individual behavioral trajectories shape whole-brain connectivity in mice. eLife 2023; 12:e80379. [PMID: 36645260 PMCID: PMC9977274 DOI: 10.7554/elife.80379] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 01/13/2023] [Indexed: 01/17/2023] Open
Abstract
It is widely assumed that our actions shape our brains and that the resulting connections determine who we are. To test this idea in a reductionist setting, in which genes and environment are controlled, we investigated differences in neuroanatomy and structural covariance by ex vivo structural magnetic resonance imaging in mice whose behavioral activity was continuously tracked for 3 months in a large, enriched environment. We confirmed that environmental enrichment increases mouse hippocampal volumes. Stratifying the enriched group according to individual longitudinal behavioral trajectories, however, revealed striking differences in mouse brain structural covariance in continuously highly active mice compared to those whose trajectories showed signs of habituating activity. Network-based statistics identified distinct subnetworks of murine structural covariance underlying these differences in behavioral activity. Together, these results reveal that differentiated behavioral trajectories of mice in an enriched environment are associated with differences in brain connectivity.
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Affiliation(s)
- Jadna Bogado Lopes
- German Center for Neurodegenerative Diseases (DZNE) DresdenDresdenGermany
- Center for Regenerative Therapies Dresden (CRTD), TU DresdenDresdenGermany
| | - Anna N Senko
- German Center for Neurodegenerative Diseases (DZNE) DresdenDresdenGermany
- Center for Regenerative Therapies Dresden (CRTD), TU DresdenDresdenGermany
| | - Klaas Bahnsen
- Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of MedicineDresdenGermany
| | - Daniel Geisler
- Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of MedicineDresdenGermany
| | - Eugene Kim
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience King's CollegeLondonUnited Kingdom
| | - Michel Bernanos
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience King's CollegeLondonUnited Kingdom
| | - Diana Cash
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience King's CollegeLondonUnited Kingdom
| | - Stefan Ehrlich
- Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of MedicineDresdenGermany
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, Eating Disorder Treatment and Research CenterDresdenGermany
| | - Anthony C Vernon
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's CollegeLondonUnited Kingdom
- MRC Centre for Neurodevelopmental Disorders, King's CollegeLondonUnited Kingdom
| | - Gerd Kempermann
- German Center for Neurodegenerative Diseases (DZNE) DresdenDresdenGermany
- Center for Regenerative Therapies Dresden (CRTD), TU DresdenDresdenGermany
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7
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Breach MR, Lenz KM. Sex Differences in Neurodevelopmental Disorders: A Key Role for the Immune System. Curr Top Behav Neurosci 2023; 62:165-206. [PMID: 35435643 PMCID: PMC10286778 DOI: 10.1007/7854_2022_308] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Sex differences are prominent defining features of neurodevelopmental disorders. Understanding the sex biases in these disorders can shed light on mechanisms leading to relative risk and resilience for the disorders, as well as more broadly advance our understanding of how sex differences may relate to brain development. The prevalence of neurodevelopmental disorders is increasing, and the two most common neurodevelopmental disorders, Autism Spectrum Disorder (ASD) and Attention-Deficit/Hyperactivity Disorder (ADHD) exhibit male-biases in prevalence rates and sex differences in symptomology. While the causes of neurodevelopmental disorders and their sex differences remain to be fully understood, increasing evidence suggests that the immune system plays a critical role in shaping development. In this chapter we discuss sex differences in prevalence and symptomology of ASD and ADHD, review sexual differentiation and immune regulation of neurodevelopment, and discuss findings from human and rodent studies of immune dysregulation and perinatal immune perturbation as they relate to potential mechanisms underlying neurodevelopmental disorders. This chapter will give an overview of how understanding sex differences in neuroimmune function in the context of neurodevelopmental disorders could lend insight into their etiologies and better treatment strategies.
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Affiliation(s)
- Michaela R Breach
- Neuroscience Graduate Program, The Ohio State University, Columbus, OH, USA
| | - Kathryn M Lenz
- Department of Psychology, The Ohio State University, Columbus, OH, USA.
- Department of Neuroscience, The Ohio State University, Columbus, OH, USA.
- Institute for Behavioral Medicine Research, The Ohio State University, Columbus, OH, USA.
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8
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Yang D, Zhao Y, Nie B, An L, Wan X, Wang Y, Wang W, Cai G, Wu S. Progress in magnetic resonance imaging of autism model mice brain. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2022; 13:e1616. [PMID: 35930672 DOI: 10.1002/wcs.1616] [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: 04/11/2022] [Revised: 06/11/2022] [Accepted: 06/29/2022] [Indexed: 06/15/2023]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disease characterized by social disorder and stereotypical behaviors with an increasing incidence. ASD patients are suffering from varying degrees of mental retardation and language development abnormalities. Magnetic resonance imaging (MRI) is a noninvasive imaging technology to detect brain structural and functional dysfunction in vivo, playing an important role in the early diagnosisbasic research of ASD. High-field, small-animal MRI in basic research of autism model mice has provided a new approach to research the pathogenesis, characteristics, and intervention efficacy in autism. This article reviews MRI studies of mouse models of autism over the past 20 years. Reduced gray matter, abnormal connections of brain networks, and abnormal development of white matter fibers have been demonstrated in these studies, which are present in different proportions in the various mouse models. This provides a more macroscopic view for subsequent research on autism model mice. This article is categorized under: Cognitive Biology > Genes and Environment Neuroscience > Computation Neuroscience > Genes, Molecules, and Cells Neuroscience > Development.
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Affiliation(s)
- Dingding Yang
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Yan Zhao
- Department of Gastroenterology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Binbin Nie
- Beijing Engineering Research Center of Radiographic Techniques and Equipment, Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, China
| | - Leiting An
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Xiangdong Wan
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Yazhou Wang
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Wenting Wang
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Guohong Cai
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Shengxi Wu
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
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9
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The role of maternal immune activation in the immunological and neurological pathogenesis of autism. JOURNAL OF NEURORESTORATOLOGY 2022. [DOI: 10.1016/j.jnrt.2022.100030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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10
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Yun M, Kim E, Jung MW. Enhanced fear limits behavioral flexibility in Shank2-deficient mice. Mol Autism 2022; 13:40. [PMID: 36192805 PMCID: PMC9531513 DOI: 10.1186/s13229-022-00518-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 09/15/2022] [Indexed: 11/28/2022] Open
Abstract
Background A core symptom of autism spectrum disorder (ASD) is repetitive and restrictive patterns of behavior. Cognitive inflexibility has been proposed as a potential basis for these symptoms of ASD. More generally, behavioral inflexibility has been proposed to underlie repetitive and restrictive behavior in ASD. Here, we investigated whether and how behavioral flexibility is compromised in a widely used animal model of ASD.
Methods We compared the behavioral performance of Shank2-knockout mice and wild-type littermates in reversal learning employing a probabilistic classical trace conditioning paradigm. A conditioned stimulus (odor) was paired with an unconditioned appetitive (water, 6 µl) or aversive (air puff) stimulus in a probabilistic manner. We also compared air puff-induced eye closure responses of Shank2-knockout and wild-type mice. Results Male, but not female, Shank2-knockout mice showed impaired reversal learning when the expected outcomes consisted of a water reward and a strong air puff. Moreover, male, but not female, Shank2-knockout mice showed stronger anticipatory eye closure responses to the air puff compared to wild-type littermates, raising the possibility that the impairment might reflect enhanced fear. In support of this contention, male Shank2-knockout mice showed intact reversal learning when the strong air puff was replaced with a mild air puff and when the expected outcomes consisted of only rewards. Limitations We examined behavioral flexibility in one behavioral task (reversal learning in a probabilistic classical trace conditioning paradigm) using one ASD mouse model (Shank2-knockout mice). Thus, future work is needed to clarify the extent to which our findings (that enhanced fear limits behavioral flexibility in ASD) can explain the behavioral inflexibility associated with ASD. Also, we examined only the relationship between fear and behavioral flexibility, leaving open the question of whether abnormalities in processes other than fear contribute to behavioral inflexibility in ASD. Finally, the neurobiological mechanisms linking Shank2-knockout and enhanced fear remain to be elucidated. Conclusions Our results indicate that enhanced fear suppresses reversal learning in the presence of an intact capability to learn cue-outcome contingency changes in Shank2-knockout mice. Our findings suggest that behavioral flexibility might be seriously limited by abnormal emotional responses in ASD. Supplementary Information The online version contains supplementary material available at 10.1186/s13229-022-00518-1.
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Affiliation(s)
- Miru Yun
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology, Daejeon, 34141, Korea.,Center for Synaptic Brain Dysfunctions, Institute for Basic Science, Daejeon, 34141, Korea
| | - Eunjoon Kim
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology, Daejeon, 34141, Korea. .,Center for Synaptic Brain Dysfunctions, Institute for Basic Science, Daejeon, 34141, Korea.
| | - Min Whan Jung
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology, Daejeon, 34141, Korea. .,Center for Synaptic Brain Dysfunctions, Institute for Basic Science, Daejeon, 34141, Korea.
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Cai C, Yin Z, Liu A, Wang H, Zeng S, Wang Z, Qiu H, Li S, Zhou J, Wang M. Identifying Rare Genetic Variants of Immune Mediators as Risk Factors for Autism Spectrum Disorder. Genes (Basel) 2022; 13:1098. [PMID: 35741860 PMCID: PMC9223212 DOI: 10.3390/genes13061098] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 06/16/2022] [Accepted: 06/17/2022] [Indexed: 12/30/2022] Open
Abstract
Autism spectrum disorder (ASD) affects more than 1% of children, and there is no viable pharmacotherapeutic agent to treat the core symptoms of ASD. Studies have shown that children with ASD show changes in their levels of immune response molecules. Our previous studies have shown that ASD is more common in children with folate receptor autoantibodies. We also found that children with ASD have abnormal gut immune function, which was characterized by a significant increase in the content of immunoglobulin A and an increase in gut-microbiota-associated epitope diversity. These studies suggest that the immune mechanism plays an important role in the occurrence of ASD. The present study aims to systematically assess gene mutations in immune mediators in patients with ASD. We collected genetic samples from 72 children with ASD (2−12 years old) and 107 healthy controls without ASD (20−78 years old). We used our previously-designed immune gene panel, which can capture cytokine and receptor genes, the coding regions of MHC genes, and genes of innate immunity. Target region sequencing (500×) and bioinformatics analytical methods were used to identify variants in immune response genes associated with patients with ASD. A total of 4 rare variants were found to be associated with ASD, including HLA-B: p.A93G, HLA-DQB1: p.S229N, LILRB2: p.R322H, and LILRB2: c.956-4C>T. These variants were present in 44.44% (32/72) of the ASD patients and were detected in 3.74% (4/107) of the healthy controls. We expect these genetic variants will serve as new targets for the clinical genetic assessment of ASD, and our findings suggest that immune abnormalities in children with ASD may have a genetic basis.
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Affiliation(s)
- Chunquan Cai
- Tianjin Pediatric Research Institute, Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin Children’s Hospital (Children’s Hospital of Tianjin University), No. 238 Longyan Road, Beichen District, Tianjin 300134, China;
| | - Zhaoqing Yin
- Division of Neonatology, The People’s Hospital of Dehong Autonomous Prefecture, Mangshi 678400, China;
| | - Aiping Liu
- The Department of Laboratory, Public Health Service Center of Bao’an District, Bao’an District, Shenzhen 518018, China;
| | - Hui Wang
- Xiamen Branch of Children’s Hospital of Fudan University (Xiamen Children’s Hospital), Xiamen 361006, China;
| | - Shujuan Zeng
- Division of Neonatology, Longgang Central Hospital of Shenzhen, Shenzhen 518116, China; (S.Z.); (H.Q.)
| | - Zhangxing Wang
- Division of Neonatology, Shenzhen Longhua People’s Hospital, Shenzhen 518109, China;
| | - Huixian Qiu
- Division of Neonatology, Longgang Central Hospital of Shenzhen, Shenzhen 518116, China; (S.Z.); (H.Q.)
| | - Shijun Li
- Department of Radiology, Chinese People’s Liberation Army General Hospital, Beijing 100853, China
| | - Jiaxiu Zhou
- Division of Psychology, Shenzhen Children’s Hospital, Shenzhen 518038, China
| | - Mingbang Wang
- Microbiome Therapy Center, South China Hospital of Shenzhen University, Shenzhen 518111, China
- Shanghai Key Laboratory of Birth Defects, Division of Neonatology, Children’s Hospital of Fudan University, Shanghai 201102, China
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McLellan J, Kim DHJ, Bruce M, Ramirez-Celis A, Van de Water J. Maternal Immune Dysregulation and Autism-Understanding the Role of Cytokines, Chemokines and Autoantibodies. Front Psychiatry 2022; 13:834910. [PMID: 35722542 PMCID: PMC9201050 DOI: 10.3389/fpsyt.2022.834910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 04/20/2022] [Indexed: 11/29/2022] Open
Abstract
Autism spectrum disorder (ASD) is acknowledged as a highly heterogeneous, behaviorally defined neurodevelopmental disorder with multiple etiologies. In addition to its high heritability, we have come to recognize a role for maternal immune system dysregulation as a prominent risk factor for the development of ASD in the child. Examples of these risk factors include altered cytokine/chemokine activity and the presence of autoantibodies in mothers that are reactive to proteins in the developing brain. In addition to large clinical studies, the development of pre-clinical models enables the ability to evaluate the cellular and molecular underpinnings of immune-related pathology. For example, the novel animal models of maternal autoantibody-related (MAR) ASD described herein will serve as a preclinical platform for the future testing of targeted therapeutics for one 'type' of ASD. Identification of the cellular targets will advance precision medicine efforts toward tailored therapeutics and prevention. This minireview highlights emerging evidence for the role of maternal immune dysregulation as a potential biomarker, as well as a pathologically relevant mechanism for the development of ASD in offspring. Further, we will discuss the current limitations of these models as well as potential avenues for future research.
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Affiliation(s)
- Janna McLellan
- Division of Rheumatology, Department of Internal Medicine, Allergy, and Clinical Immunology, University of California, Davis, Davis, CA, United States
| | - Danielle H J Kim
- Division of Rheumatology, Department of Internal Medicine, Allergy, and Clinical Immunology, University of California, Davis, Davis, CA, United States
| | - Matthew Bruce
- Division of Rheumatology, Department of Internal Medicine, Allergy, and Clinical Immunology, University of California, Davis, Davis, CA, United States
| | - Alexandra Ramirez-Celis
- Division of Rheumatology, Department of Internal Medicine, Allergy, and Clinical Immunology, University of California, Davis, Davis, CA, United States
| | - Judy Van de Water
- Division of Rheumatology, Department of Internal Medicine, Allergy, and Clinical Immunology, University of California, Davis, Davis, CA, United States.,MIND Institute, University of California, Davis, Davis, CA, United States
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