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Zhang T, Ameen S, Ghosh S, Kim K, Thanh M, Patteson AE, Wu M, Schwarz JM. Enhanced extracellular matrix remodeling due to embedded spheroid fluidization. ArXiv 2024:arXiv:2403.16784v1. [PMID: 38584617 PMCID: PMC10996774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Tumor spheroids are in vitro three-dimensional, cellular collectives consisting of cancerous cells. Embedding these spheroids in an in vitro fibrous environment, such as a collagen network, to mimic the extracellular matrix (ECM) provides an essential platform to quantitatively investigate the biophysical mechanisms leading to tumor invasion of the ECM. To understand the mechanical interplay between tumor spheroids and the ECM, we computationally construct and study a three-dimensional vertex model for a tumor spheroid that is mechanically coupled to a cross-linked network of fibers. In such a vertex model, cells are represented as deformable polyhedrons that share faces. Some fraction of the boundary faces of the tumor spheroid contain linker springs connecting the center of the boundary face to the nearest node in the fiber network. As these linker springs actively contract, the fiber network remodels. By toggling between fluid-like and solid-like spheroids via changing the dimensionless cell shape index, we find that the spheroid rheology affects the remodeling of the fiber network. More precisely, fluid-like spheroids displace the fiber network more on average near the vicinity of the spheroid than solid-like spheroids. We also find more densification of the fiber network near the spheroid for the fluid-like spheroids. These spheroid rheology-dependent effects are the result of cellular motility due to active cellular rearrangements that emerge over time in the fluid-like spheroids to generate spheroid shape fluctuations. Our results uncover intricate morphological-mechanical interplay between an embedded spheroid and its surrounding fiber network with both spheroid contractile strength and spheroid shape fluctuations playing important roles in the pre-invasion stages of tumor invasion.
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Anisetti VR, Kandala A, Scellier B, Schwarz JM. Frequency Propagation: Multimechanism Learning in Nonlinear Physical Networks. Neural Comput 2024; 36:596-620. [PMID: 38457749 DOI: 10.1162/neco_a_01648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 11/20/2023] [Indexed: 03/10/2024]
Abstract
We introduce frequency propagation, a learning algorithm for nonlinear physical networks. In a resistive electrical circuit with variable resistors, an activation current is applied at a set of input nodes at one frequency and an error current is applied at a set of output nodes at another frequency. The voltage response of the circuit to these boundary currents is the superposition of an activation signal and an error signal whose coefficients can be read in different frequencies of the frequency domain. Each conductance is updated proportionally to the product of the two coefficients. The learning rule is local and proved to perform gradient descent on a loss function. We argue that frequency propagation is an instance of a multimechanism learning strategy for physical networks, be it resistive, elastic, or flow networks. Multimechanism learning strategies incorporate at least two physical quantities, potentially governed by independent physical mechanisms, to act as activation and error signals in the training process. Locally available information about these two signals is then used to update the trainable parameters to perform gradient descent. We demonstrate how earlier work implementing learning via chemical signaling in flow networks (Anisetti, Scellier, et al., 2023) also falls under the rubric of multimechanism learning.
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Affiliation(s)
| | - Ananth Kandala
- Department of Physics, University of Florida, Gainesville, FL 32611, U.S.A.
| | | | - J M Schwarz
- Physics Department, Syracuse University, Syracuse, NY 13244 U.S.A
- Indian Creek Farm, Ithaca, NY 14850, U.S.A.
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Borzou A, Miller SN, Hommel JD, Schwarz JM. Cocaine diminishes functional network robustness and destabilizes the energy landscape of neuronal activity in the medial prefrontal cortex. PNAS Nexus 2024; 3:pgae092. [PMID: 38476665 PMCID: PMC10929585 DOI: 10.1093/pnasnexus/pgae092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 02/13/2024] [Indexed: 03/14/2024]
Abstract
We present analysis of neuronal activity recordings from a subset of neurons in the medial prefrontal cortex of rats before and after the administration of cocaine. Using an underlying modern Hopfield model as a description for the neuronal network, combined with a machine learning approach, we compute the underlying functional connectivity of the neuronal network. We find that the functional connectivity changes after the administration of cocaine with both functional-excitatory and functional-inhibitory neurons being affected. Using conventional network analysis, we find that the diameter of the graph, or the shortest length between the two most distant nodes, increases with cocaine, suggesting that the neuronal network is less robust. We also find that the betweenness centrality scores for several of the functional-excitatory and functional-inhibitory neurons decrease significantly, while other scores remain essentially unchanged, to also suggest that the neuronal network is less robust. Finally, we study the distribution of neuronal activity and relate it to energy to find that cocaine drives the neuronal network towards destabilization in the energy landscape of neuronal activation. While this destabilization is presumably temporary given one administration of cocaine, perhaps this initial destabilization indicates a transition towards a new stable state with repeated cocaine administration. However, such analyses are useful more generally to understand how neuronal networks respond to perturbations.
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Affiliation(s)
- Ahmad Borzou
- Department of Physics and BioInspired Institute, Syracuse University, Syracuse, NY 13244, USA
- CompuFlair, Houston, TX 77064, USA
| | - Sierra N Miller
- Department of Pharmacology and Toxicology, Center for Addiction Sciences and Therapeutics, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Jonathan D Hommel
- Department of Pharmacology and Toxicology, Center for Addiction Sciences and Therapeutics, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - J M Schwarz
- Department of Physics and BioInspired Institute, Syracuse University, Syracuse, NY 13244, USA
- Indian Creek Farm, Ithaca, NY 14850, USA
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Gifford JJ, Pluchino JR, Della Valle R, Van Weele B, Brezoczky E, Caulfield JI, Cavigelli SA, Schwarz JM. Effects of limited bedding and nesting on postpartum mood state in rats. J Neuroendocrinol 2023; 35:e13275. [PMID: 37186019 PMCID: PMC10524593 DOI: 10.1111/jne.13275] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 02/04/2023] [Accepted: 03/31/2023] [Indexed: 05/17/2023]
Abstract
This study examined the effect of limited bedding and nesting (LBN) stress on postpartum anhedonia, maternal behaviors, anxiety-like behaviors, and neuroendocrine and neuroimmune function as a potential model of postpartum depression. Dams underwent sucrose preference tests prior to breeding, during gestation and again postpartum, to examine the potential onset of anhedonia. On embryonic day 19, dams were placed into either a LBN or control housing condition. Contrary to our predictions, LBN stress had no effect on postpartum sucrose preference. We also found no effect of LBN condition on fecal estradiol or corticosterone levels, both of which increased at birth and decreased postpartum. Regardless of housing conditions, approximately 40% of new mothers exhibited a decrease in sucrose preference, while others show no change, suggesting an individual susceptibility to postpartum anhedonia. In a separate cohort of LBN and control dams, we measured pup retrieval, hoarding behavior, elevated plus maze (EPM), and marble burying. LBN dams exhibited increased anxiety, associated with decreased time spent in the open arms of the EPM. We also measured a significant increase in IL-6 expression in the dorsal hippocampus and medial prefrontal cortex of postpartum dams compared to nonpregnant dams. These findings suggest that while LBN stress has effects on anxiety and maternal care, it does not induce postpartum anhedonia. Rather, there are inherent differences in susceptibility to anhedonia in individual dams, and future studies should be conducted to better understand individual vulnerability and resilience to postpartum anhedonia.
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Affiliation(s)
- Janace J Gifford
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
| | - Jenna R Pluchino
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
| | - Rebecca Della Valle
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
| | - Brooke Van Weele
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
| | - Emma Brezoczky
- Department of Neuroscience, Claremont McKenna College, Claremont, California, USA
| | - Jasmine I Caulfield
- Department of Biobehavioral Health, Penn State University, State College, Pennsylvania, USA
| | - Sonia A Cavigelli
- Department of Biobehavioral Health, Penn State University, State College, Pennsylvania, USA
| | - Jaclyn M Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
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Gupta S, Santangelo CD, Patteson AE, Schwarz JM. How cells wrap around virus-like particles using extracellular filamentous protein structures. bioRxiv 2023:2023.01.30.526272. [PMID: 36778225 PMCID: PMC9915516 DOI: 10.1101/2023.01.30.526272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Nanoparticles, such as viruses, can enter cells via endocytosis. During endocytosis, the cell surface wraps around the nanoparticle to effectively eat it. Prior focus has been on how nanoparticle size and shape impacts endocytosis. However, inspired by the noted presence of extracellular vimentin affecting viral and bacteria uptake, as well as the structure of coronaviruses, we construct a computational model in which both the cell-like construct and the virus-like construct contain filamentous protein structures protruding from their surfaces. We then study the impact of these additional degrees of freedom on viral wrapping. We find that cells with an optimal density of filamentous extracellular components (ECCs) are more likely to be infected as they uptake the virus faster and use relatively less cell surface area per individual virus. At the optimal density, the cell surface folds around the virus, and folds are faster and more efficient at wrapping the virus than crumple-like wrapping. We also find that cell surface bending rigidity helps generate folds, as bending rigidity enhances force transmission across the surface. However, changing other mechanical parameters, such as the stretching stiffness of filamentous ECCs or virus spikes, can drive crumple-like formation of the cell surface. We conclude with the implications of our study on the evolutionary pressures of virus-like particles, with a particular focus on the cellular microenvironment that may include filamentous ECCs.
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Affiliation(s)
- Sarthak Gupta
- Physics Department and BioInspired Institute, Syracuse University Syracuse, NY USA
| | | | - Alison E Patteson
- Physics Department and BioInspired Institute, Syracuse University Syracuse, NY USA
| | - J M Schwarz
- Physics Department and BioInspired Institute, Syracuse University Syracuse, NY USA
- Indian Creek Farm, Ithaca, NY USA
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Gupta S, Santangelo CD, Patteson AE, Schwarz JM. How cells wrap around virus-like particles using extracellular filamentous protein structures. ArXiv 2023:arXiv:2301.08776v2. [PMID: 36747999 PMCID: PMC9900966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Nanoparticles, such as viruses, can enter cells via endocytosis. During endocytosis, the cell surface wraps around the nanoparticle to effectively eat it. Prior focus has been on how nanoparticle size and shape impacts endocytosis. However, inspired by the noted presence of extracellular vimentin affecting viral and bacteria uptake, as well as the structure of coronaviruses, we construct a computational model in which both the cell-like construct and the virus-like construct contain filamentous protein structures protruding from their surfaces. We then study the impact of these additional degrees of freedom on viral wrapping. We find that cells with an optimal density of filamentous extracellular components (ECCs) are more likely to be infected as they uptake the virus faster and use relatively less cell surface area per individual virus. At the optimal density, the cell surface folds around the virus, and folds are faster and more efficient at wrapping the virus than crumple-like wrapping. We also find that cell surface bending rigidity helps generate folds, as bending rigidity enhances force transmission across the surface. However, changing other mechanical parameters, such as the stretching stiffness of filamentous ECCs or virus spikes, can drive crumple-like formation of the cell surface. We conclude with the implications of our study on the evolutionary pressures of virus-like particles, with a particular focus on the cellular microenvironment that may include filamentous ECCs.
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Affiliation(s)
- Sarthak Gupta
- Physics Department and BioInspired Institute, Syracuse University Syracuse, NY USA
| | | | - Alison E Patteson
- Physics Department and BioInspired Institute, Syracuse University Syracuse, NY USA
| | - J M Schwarz
- Physics Department and BioInspired Institute, Syracuse University Syracuse, NY USA
- Indian Creek Farm, Ithaca, NY USA
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Hall MB, Willis DE, Rodriguez EL, Schwarz JM. Maternal immune activation as an epidemiological risk factor for neurodevelopmental disorders: Considerations of timing, severity, individual differences, and sex in human and rodent studies. Front Neurosci 2023; 17:1135559. [PMID: 37123361 PMCID: PMC10133487 DOI: 10.3389/fnins.2023.1135559] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 03/13/2023] [Indexed: 05/02/2023] Open
Abstract
Epidemiological evidence suggests that one's risk of being diagnosed with a neurodevelopmental disorder (NDD)-such as autism, ADHD, or schizophrenia-increases significantly if their mother had a viral or bacterial infection during the first or second trimester of pregnancy. Despite this well-known data, little is known about how developing neural systems are perturbed by events such as early-life immune activation. One theory is that the maternal immune response disrupts neural processes important for typical fetal and postnatal development, which can subsequently result in specific and overlapping behavioral phenotypes in offspring, characteristic of NDDs. As such, rodent models of maternal immune activation (MIA) have been useful in elucidating neural mechanisms that may become dysregulated by MIA. This review will start with an up-to-date and in-depth, critical summary of epidemiological data in humans, examining the association between different types of MIA and NDD outcomes in offspring. Thereafter, we will summarize common rodent models of MIA and discuss their relevance to the human epidemiological data. Finally, we will highlight other factors that may interact with or impact MIA and its associated risk for NDDs, and emphasize the importance for researchers to consider these when designing future human and rodent studies. These points to consider include: the sex of the offspring, the developmental timing of the immune challenge, and other factors that may contribute to individual variability in neural and behavioral responses to MIA, such as genetics, parental age, the gut microbiome, prenatal stress, and placental buffering.
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Gandikota MC, Parker A, Schwarz JM. Rigidity transitions in zero-temperature polygons. Phys Rev E 2022; 106:055003. [PMID: 36559459 DOI: 10.1103/physreve.106.055003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 10/06/2022] [Indexed: 11/19/2022]
Abstract
We study geometrical clues of a rigidity transition due to the emergence of a system-spanning state of self-stress in underconstrained systems of individual polygons and spring networks constructed from such polygons. When a polygon with harmonic bond edges and an area spring constraint is subject to an expansive strain, we observe that convexity of the polygon is a necessary condition for such a self-stress. We prove that the cyclic configuration of the polygon is a sufficient condition for the self-stress. This correspondence of geometry and rigidity is akin to the straightening of a one dimensional chain of springs to rigidify it. We predict the onset of the rigidity transition and estimate the transition strain using purely geometrical methods. These findings help determine the rigidity of an area-preserving polygon just by knowing its geometry. Since two-dimensional spring networks can be considered as a network of polygons, we look for similar geometric features in underconstrained spring networks under isotropic expansive strain. We observe that all polygons attain convexity at the rigidity transition such that the fraction of convex, but not cyclic, polygons predicts the onset of the rigidity transition. Acyclic polygons in the network correlate with larger tensions, forming effective force chains.
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Affiliation(s)
- M C Gandikota
- Department of Physics and BioInspired Institute, Syracuse University, Syracuse, New York, USA.,Department of Chemistry, Columbia University, New York, New York, USA
| | - Amanda Parker
- Department of Physics and BioInspired Institute, Syracuse University, Syracuse, New York, USA.,SymBioSys, Chicago, Illinois, USA
| | - J M Schwarz
- Department of Physics and BioInspired Institute, Syracuse University, Syracuse, New York, USA.,Indian Creek Farm, Ithaca, New York, USA
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Koebele SV, Ycaza Herrera A, Taylor CM, Barth C, Schwarz JM. Editorial: Sex Hormone Fluctuations Across the Female Lifespan: Mechanisms of Action on Brain Structure, Function, and Behavior. Front Behav Neurosci 2022; 16:964740. [PMID: 35874649 PMCID: PMC9296989 DOI: 10.3389/fnbeh.2022.964740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 06/20/2022] [Indexed: 11/26/2022] Open
Affiliation(s)
- Stephanie V. Koebele
- Department of Psychology, Arizona State University, Tempe, AZ, United States
- Arizona Alzheimer's Consortium, Phoenix, AZ, United States
- *Correspondence: Stephanie V. Koebele
| | - Alexandra Ycaza Herrera
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States
| | - Caitlin M. Taylor
- Department of Psychological and Brain Sciences, University of California, Santa Barbara, Santa Barbara, CA, United States
| | - Claudia Barth
- Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway
- Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Jaclyn M. Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, United States
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Mannattil M, Schwarz JM, Santangelo CD. Thermal Fluctuations of Singular Bar-Joint Mechanisms. Phys Rev Lett 2022; 128:208005. [PMID: 35657887 DOI: 10.1103/physrevlett.128.208005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 03/01/2022] [Accepted: 05/03/2022] [Indexed: 06/15/2023]
Abstract
A bar-joint mechanism is a deformable assembly of freely rotating joints connected by stiff bars. Here we develop a formalism to study the equilibration of common bar-joint mechanisms with a thermal bath. When the constraints in a mechanism cease to be linearly independent, singularities can appear in its shape space, which is the part of its configuration space after discarding rigid motions. We show that the free-energy landscape of a mechanism at low temperatures is dominated by the neighborhoods of points that correspond to these singularities. We consider two example mechanisms with shape-space singularities and find that they are more likely to be found in configurations near the singularities than others. These findings are expected to help improve the design of nanomechanisms for various applications.
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Affiliation(s)
- Manu Mannattil
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA
| | - J M Schwarz
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA
- Indian Creek Farm, Ithaca, New York 14850, USA
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Hall MB, Habash NM, Haas NA, Schwarz JM. A method for the selective depletion of microglia in the dorsal hippocampus in the juvenile rat brain. J Neurosci Methods 2022; 374:109567. [PMID: 35306037 PMCID: PMC9070732 DOI: 10.1016/j.jneumeth.2022.109567] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 03/10/2022] [Accepted: 03/13/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND To understand the role of microglia in brain function and development, methods have emerged to deplete microglia throughout the brain. Liposome-encapsulated clodronate (LEC) can be infused into the brain to deplete microglia in a brain-region and time-specific manner. NEW METHOD This study validates methodology to deplete microglia in the rat dorsal hippocampus (dHP) during a specific period of juvenile development. Stereotaxic surgery was performed to infuse LEC at postnatal day (P) 16 or 19 into dHP. Rat brains were harvested at various ages to determine specificity of infusion and duration of depletion. RESULTS P19 infusion of LEC into dHP with a 27G syringe depleted microglia in dHP subregions CA1, dentate gyrus (DG), and CA3 from P24-P30. There was also evidence of depletion in parietal cortex above the infusion site. P16 infusion of LEC with a 32 G syringe depleted microglia only in dHP subregions CA1 and DG from P21-P40. COMPARISON WITH EXISTING METHOD(S) Previous methods have infused LEC intra-hippocampally in adult rats or intra-cerebroventricularly in neonatal rats. This study is the first to publish methodology to deplete microglia in a brain-region specific manner during juvenile rat development. CONCLUSIONS The timing of LEC infusion during the juvenile period can be adjusted to achieve maximal microglia depletion by a specific postnatal day. A 27G needle results in LEC backflow during the infusion, but also allows LEC to reach all subregions of dHP. Infusion with a 32 G needle prevents backflow during infusion, but results in a more local spread of LEC within dHP.
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Affiliation(s)
- Mary Beth Hall
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, USA.
| | - Nicola M Habash
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, USA.
| | - Nicole A Haas
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, USA.
| | - Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, USA.
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Gifford JJ, Pluchino JR, Della Valle R, Schwarz JM. Regional Differences in Various Risk Factors for Postpartum Depression: Applying Mixed Models to the PRAMS Dataset. Front Glob Womens Health 2021; 2:726422. [PMID: 34816242 PMCID: PMC8594048 DOI: 10.3389/fgwh.2021.726422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 10/04/2021] [Indexed: 12/03/2022] Open
Abstract
Purpose: The purpose of this study was to assess the association between various risk factors with postpartum depression severity using a large dataset that included variables such as previous mental health status, social factors, societal factors, health care access, and other state-wide or region-specific variables. Methods: We obtained the most recently available (2016–2017) dataset from the Pregnancy Risk Assessment Monitoring System (PRAMS), which is a dataset compiled by the Centers for Disease Control (CDC) that collects state-specific, population-based data on maternal attitudes and experiences before, during, and shortly after pregnancy from over 73,000 women in 39 states. We utilized a hierarchical linear model to analyze the data across various levels, with a symptom severity scale (0–8) as the dependent variable. Results: Of the 21 variables included in the final model, nine variables were statistically significant predictors of symptom severity. Statistically significant predictors of increased postpartum depression symptom severity included previous depression diagnosis and depression symptoms during pregnancy, baby not residing with mother, unintentional pregnancy, women with less than a high school degree and more than a college degree, Women Infants Children (WIC) enrollment, and married women. In contrast to these other factors, attendance at a postpartum follow up appointment was associated with significantly increased symptom severity. Age revealed an inverted curve in predicting postpartum symptom severity. Conclusions: There was no significant difference in symptom severity scores across the 39 participating states. Most notably, postpartum depression symptom severity was associated with previous depression diagnosis and previous symptom severity, but our results also reveal novel social and education factors that contribute to the support and well-being of the mother and child.
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Affiliation(s)
- Janace J Gifford
- Department of Psychology, University of Delaware, Newark, DE, United States
| | - Jenna R Pluchino
- Department of Psychology, University of Delaware, Newark, DE, United States
| | | | - Jaclyn M Schwarz
- Department of Psychology, University of Delaware, Newark, DE, United States
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Sherer ML, Lemanski EA, Patel RT, Wheeler SR, Parcells MS, Schwarz JM. A Rat Model of Prenatal Zika Virus Infection and Associated Long-Term Outcomes. Viruses 2021; 13:v13112298. [PMID: 34835104 PMCID: PMC8624604 DOI: 10.3390/v13112298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 11/17/2022] Open
Abstract
Zika virus (ZIKV) is a mosquito-borne flavivirus that became widely recognized due to the epidemic in Brazil in 2015. Since then, there has been nearly a 20-fold increase in the incidence of microcephaly and birth defects seen among women giving birth in Brazil, leading the Centers for Disease Control and Prevention (CDC) to officially declare a causal link between prenatal ZIKV infection and the serious brain abnormalities seen in affected infants. Here, we used a unique rat model of prenatal ZIKV infection to study three possible long-term outcomes of congenital ZIKV infection: (1) behavior, (2) cell proliferation, survival, and differentiation in the brain, and (3) immune responses later in life. Adult offspring that were prenatally infected with ZIKV exhibited motor deficits in a sex-specific manner, and failed to mount a normal interferon response to a viral immune challenge later in life. Despite undetectable levels of ZIKV in the brain and serum in these offspring at P2, P24, or P60, these results suggest that prenatal exposure to ZIKV results in lasting consequences that could significantly impact the health of the offspring. To help individuals already exposed to ZIKV, as well as be prepared for future outbreaks, we need to understand the full spectrum of neurological and immunological consequences that could arise following prenatal ZIKV infection.
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Affiliation(s)
- Morgan L. Sherer
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (R.T.P.); (S.R.W.); (J.M.S.)
- Correspondence: (M.L.S.); (E.A.L.)
| | - Elise A. Lemanski
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (R.T.P.); (S.R.W.); (J.M.S.)
- Correspondence: (M.L.S.); (E.A.L.)
| | - Rita T. Patel
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (R.T.P.); (S.R.W.); (J.M.S.)
| | - Shannon R. Wheeler
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (R.T.P.); (S.R.W.); (J.M.S.)
| | - Mark S. Parcells
- Department of Animal and Food Sciences, University of Delaware, Newark, DE 19716, USA;
| | - Jaclyn M. Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (R.T.P.); (S.R.W.); (J.M.S.)
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Gupta S, Patteson AE, Schwarz JM. The role of vimentin-nuclear interactions in persistent cell motility through confined spaces. New J Phys 2021; 23:093042. [PMID: 35530563 PMCID: PMC9075336 DOI: 10.1088/1367-2630/ac2550] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
The ability of cells to move through small spaces depends on the mechanical properties of the cellular cytoskeleton and on nuclear deformability. In mammalian cells, the cytoskeleton is composed of three interacting, semi-flexible polymer networks: actin, microtubules, and intermediate filaments (IF). Recent experiments of mouse embryonic fibroblasts with and without vimentin have shown that the IF vimentin plays a role in confined cell motility. Here, we develop a minimal model of a cell moving through a microchannel that incorporates explicit effects of actin and vimentin and implicit effects of microtubules. Specifically, the model consists of a cell with an actomyosin cortex and a deformable cell nucleus and mechanical linkages between the two. By decreasing the amount of vimentin, we find that the cell speed increases for vimentin-null cells compared to cells with vimentin. The loss of vimentin increases nuclear deformation and alters nuclear positioning in the cell. Assuming nuclear positioning is a read-out for cell polarity, we propose a new polarity mechanism which couples cell directional motion with cytoskeletal strength and nuclear positioning and captures the abnormally persistent motion of vimentin-null cells, as observed in experiments. The enhanced persistence indicates that the vimentin-null cells are more controlled by the confinement and so less autonomous, relying more heavily on external cues than their wild-type counterparts. Our modeling results present a quantitative interpretation for recent experiments and have implications for understanding the role of vimentin in the epithelial-mesenchymal transition.
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Affiliation(s)
- Sarthak Gupta
- Physics Department and BioInspired Institute, Syracuse University, Syracuse, NY USA
| | - Alison E Patteson
- Physics Department and BioInspired Institute, Syracuse University, Syracuse, NY USA
| | - J M Schwarz
- Physics Department and BioInspired Institute, Syracuse University, Syracuse, NY USA
- Indian Creek Farm, Ithaca, NY USA
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15
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Osborne BF, Beamish SB, Schwarz JM. The effects of early-life immune activation on microglia-mediated neuronal remodeling and the associated ontogeny of hippocampal-dependent learning in juvenile rats. Brain Behav Immun 2021; 96:239-255. [PMID: 34126173 PMCID: PMC8319153 DOI: 10.1016/j.bbi.2021.06.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 02/11/2021] [Accepted: 06/07/2021] [Indexed: 10/21/2022] Open
Abstract
Many neurodevelopmental disorders and associated learning deficits have been linked to early-life immune activation or ongoing immune dysregulation (Laskaris et al., 2016; O'Connor et al., 2014; Frick et al., 2013). Neuroscientists have begun to understand how the maturation of neural circuits allows for the emergence of cognitive and learning behaviors; yet we know very little about how these developing neural circuits are perturbed by certain events, including risk-factors such as early-life immune activation and immune dysregulation. To answer these questions, we examined the impact of early-life immune activation on the emergence of hippocampal-dependent learning in juvenile male and female rats using a well-characterized hippocampal-dependent learning task and we investigated the corresponding, dynamic multicellular interactions in the hippocampus that may contribute to these learning deficits. We found that even low levels of immune activation can result in hippocampal-depedent learning deficits days later, but only when this activation occurs during a sensitive period of development. The initial immune response and associated cytokine production in the hippocampus resolved within 24 h, several days prior to the observed learning deficit, but notably the initial immune response was followed by altered microglial-neuronal communication and synapse remodeling that changed the structure of hippocampal neurons during this period of juvenile brain development. We conclude that immune activation or dysregulation during a sensitive period of hippocampal development can precipitate the emergence of learning deficits via a multi-cellular process that may be initiated by, but not the direct result of the initial cytokine response. SIGNIFICANCE STATEMENT: Many neurodevelopmental disorders have been linked to early-life immune activation or immune dysregulation; however, very little is known about how dynamic changes in neuroimmune cells mediate the transition from normal brain function to the early stages of cognitive disorders, or how changes in immune signaling are subsequently integrated into developing neuronal networks. The current experiments examined the consequences of immune activation on the cellular and molecular changes that accompany the emergence of learning deficits during a sensitive period of hippocampal development. These findings have the potential to significantly advance our understanding of how early-life immune activation or dysregulation can result in the emergence of cognitive and learning deficits that are the largest source of years lived with disability in humans.
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Affiliation(s)
- Brittany F. Osborne
- University of Delaware, Department of Psychological & Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA
| | - Sarah B. Beamish
- University of Delaware, Department of Psychological & Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA
| | - Jaclyn M. Schwarz
- University of Delaware, Department of Psychological & Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA
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16
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Turano A, McAuley EM, Muench MC, Schwarz JM. EXAMINING THE IMPACT OF NEUROIMMUNE DYSREGULATION ON SOCIAL BEHAVIOR OF MALE AND FEMALE JUVENILE RATS. Behav Brain Res 2021; 415:113449. [PMID: 34252501 DOI: 10.1016/j.bbr.2021.113449] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 07/02/2021] [Accepted: 07/06/2021] [Indexed: 11/29/2022]
Abstract
Many individuals diagnosed with neuropsychiatric disorders, such as autism, attention-deficit/hyperactivity disorder, schizophrenia, and social anxiety disorder, all share a common dimension of aberrant social behavior. Epidemiological data indicate that adverse environmental factors contribute to the risk for neurodevelopmental disorders, including those associated with aberrant social behavior. Early-life exposure to infectious pathogens is one of those adverse environmental factors, suggesting that activation of the immune system during early development may contribute to disease pathology associated with altered social behavior. In the current project, we examined the impact of neonatal infection, with or without juvenile immune activation, on the expression of juvenile social behavior and on the expression of inflammatory cytokines and microglial signaling molecules in the juvenile rat brain. The outcomes of these experiments revealed that neonatal infection significantly decreased juvenile social interaction, but significantly increased juvenile play behavior in male and female rats. Moreover, neonatal infection alone, juvenile immune activation alone, and neonatal infection plus juvenile immune activation all significantly impaired social recognition in juvenile male rats. Juvenile female rats (including controls) failed to demonstrate social recognition as measured in our three-chamber social recognition test. Taken together, the behavioral and molecular data presented here support the sensitivity of the developing brain to immune activation, particularly in the expression of age-appropriate social behaviors. These data warrant the design of additional studies to examine the mechanistic relationship between early-life immune activation and aberrant social behavior to develop novel as well as modify existing therapeutic targets and preventative measures to help those who display aberrant social behavior.
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Affiliation(s)
- Alexandra Turano
- University of Delaware, Department of Psychological and Brain Sciences, 105 The Green, Newark, Delaware, 19716, United States.
| | - Elizabeth M McAuley
- University of Delaware, Department of Psychological and Brain Sciences, 105 The Green, Newark, Delaware, 19716, United States.
| | - Megan C Muench
- University of Delaware, Department of Psychological and Brain Sciences, 105 The Green, Newark, Delaware, 19716, United States.
| | - Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 105 The Green, Newark, Delaware, 19716, United States.
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17
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Patel RT, Gallamoza BM, Kulkarni P, Sherer ML, Haas NA, Lemanski E, Malik I, Hekmatyar K, Parcells MS, Schwarz JM. An Examination of the Long-Term Neurodevelopmental Impact of Prenatal Zika Virus Infection in a Rat Model Using a High Resolution, Longitudinal MRI Approach. Viruses 2021; 13:v13061123. [PMID: 34207958 PMCID: PMC8230645 DOI: 10.3390/v13061123] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 05/26/2021] [Accepted: 06/03/2021] [Indexed: 12/20/2022] Open
Abstract
Since Zika virus (ZIKV) first emerged as a public health concern in 2015, our ability to identify and track the long-term neurological sequelae of prenatal Zika virus (ZIKV) infection in humans has been limited. Our lab has developed a rat model of maternal ZIKV infection with associated vertical transmission to the fetus that results in significant brain malformations in the neonatal offspring. Here, we use this model in conjunction with longitudinal magnetic resonance imaging (MRI) to expand our understanding of the long-term neurological consequences of prenatal ZIKV infection in order to identify characteristic neurodevelopmental changes and track them across time. We exploited both manual and automated atlas-based segmentation of MR images in order to identify long-term structural changes within the developing rat brain following inoculation. The paradigm involved scanning three cohorts of male and female rats that were prenatally inoculated with 107 PFU ZIKV, 107 UV-inactivated ZIKV (iZIKV), or diluent medium (mock), at 4 different postnatal day (P) age points: P2, P16, P24, and P60. Analysis of tracked brain structures revealed significantly altered development in both the ZIKV and iZIKV rats. Moreover, we demonstrate that prenatal ZIKV infection alters the growth of brain regions throughout the neonatal and juvenile ages. Our findings also suggest that maternal immune activation caused by inactive viral proteins may play a role in altered brain growth throughout development. For the very first time, we introduce manual and automated atlas-based segmentation of neonatal and juvenile rat brains longitudinally. Experimental results demonstrate the effectiveness of our novel approach for detecting significant changes in neurodevelopment in models of early-life infections.
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Affiliation(s)
- Rita T. Patel
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (B.M.G.); (N.A.H.); (E.L.); (J.M.S.)
- Correspondence:
| | - Brennan M. Gallamoza
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (B.M.G.); (N.A.H.); (E.L.); (J.M.S.)
| | - Praveen Kulkarni
- Center for Translational Neuroimaging, Department of Psychology, Northeastern University, Boston, MA 02115, USA;
| | - Morgan L. Sherer
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA;
| | - Nicole A. Haas
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (B.M.G.); (N.A.H.); (E.L.); (J.M.S.)
| | - Elise Lemanski
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (B.M.G.); (N.A.H.); (E.L.); (J.M.S.)
| | - Ibrahim Malik
- Center for Biomedical and Brain Imaging, Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (I.M.); (K.H.)
| | - Khan Hekmatyar
- Center for Biomedical and Brain Imaging, Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (I.M.); (K.H.)
| | - Mark S. Parcells
- Department of Animal and Food Sciences, University of Delaware, Newark, DE 19716, USA;
| | - Jaclyn M. Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA; (B.M.G.); (N.A.H.); (E.L.); (J.M.S.)
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18
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Liu K, Patteson AE, Banigan EJ, Schwarz JM. Dynamic Nuclear Structure Emerges from Chromatin Cross-Links and Motors. Phys Rev Lett 2021; 126:158101. [PMID: 33929233 DOI: 10.1103/physrevlett.126.158101] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Accepted: 02/22/2021] [Indexed: 06/12/2023]
Abstract
The cell nucleus houses the chromosomes, which are linked to a soft shell of lamin protein filaments. Experiments indicate that correlated chromosome dynamics and nuclear shape fluctuations arise from motor activity. To identify the physical mechanisms, we develop a model of an active, cross-linked Rouse chain bound to a polymeric shell. System-sized correlated motions occur but require both motor activity and cross-links. Contractile motors, in particular, enhance chromosome dynamics by driving anomalous density fluctuations. Nuclear shape fluctuations depend on motor strength, cross-linking, and chromosome-lamina binding. Therefore, complex chromosome dynamics and nuclear shape emerge from a minimal, active chromosome-lamina system.
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Affiliation(s)
- Kuang Liu
- Department of Physics and BioInspired Syracuse, Syracuse University, Syracuse, New York 13244, USA
| | - Alison E Patteson
- Department of Physics and BioInspired Syracuse, Syracuse University, Syracuse, New York 13244, USA
| | - Edward J Banigan
- Institute for Medical Engineering and Science and Department of Physics, MIT, Cambridge, Massachusetts 02139, USA
| | - J M Schwarz
- Department of Physics and BioInspired Syracuse, Syracuse University, Syracuse, New York 13244, USA
- Indian Creek Farm, Ithaca, New York 14850, USA
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19
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Suprewicz Ł, Swoger M, Gupta S, Piktel E, Byfield FJ, Iwamoto DV, Germann D, Reszeć J, Marcińczyk N, Carroll RJ, Lenart M, Pyre K, Janmey P, Schwarz JM, Bucki R, Patteson A. Extracellular vimentin as a target against SARS-CoV-2 host cell invasion. bioRxiv 2021:2021.01.08.425793. [PMID: 33442680 PMCID: PMC7805437 DOI: 10.1101/2021.01.08.425793] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Infection of human cells by pathogens, including SARS-CoV-2, typically proceeds by cell surface binding to a crucial receptor. In the case of SARS-CoV-2, angiotensin-converting enzyme 2 (ACE2) has been identified as a necessary receptor, but not all ACE2-expressing cells are equally infected, suggesting that other extracellular factors are involved in host cell invasion by SARS-CoV-2. Vimentin is an intermediate filament protein that is increasingly recognized as being present on the extracellular surface of a subset of cell types, where it can bind to and facilitate pathogens' cellular uptake. Here, we present evidence that extracellular vimentin might act as a critical component of the SARS-CoV-2 spike protein-ACE2 complex in mediating SARS-CoV-2 cell entry. We demonstrate direct binding between vimentin and SARS-CoV-2 pseudovirus coated with the SARS-CoV-2 spike protein and show that antibodies against vimentin block in vitro SARS-CoV-2 pseudovirus infection of ACE2-expressing cells. Our results suggest new therapeutic strategies for preventing and slowing SARS-CoV-2 infection, focusing on targeting cell host surface vimentin.
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Affiliation(s)
- Łukasz Suprewicz
- Department of Medical Microbiology and Nanobiomedical Engineering, Medical University of Białystok, Poland
| | - Maxx Swoger
- Physics Department and BioInspired Institute, Syracuse University
| | - Sarthak Gupta
- Physics Department and BioInspired Institute, Syracuse University
| | - Ewelina Piktel
- Department of Medical Microbiology and Nanobiomedical Engineering, Medical University of Białystok, Poland
| | - Fitzroy J Byfield
- Institute for Medicine and Engineering and Department of Physiology, University of Pennsylvania
| | - Daniel V Iwamoto
- Institute for Medicine and Engineering and Department of Physiology, University of Pennsylvania
| | - Danielle Germann
- Physics Department and BioInspired Institute, Syracuse University
| | - Joanna Reszeć
- Department of Medical Pathomorphology, Medical University of Białystok, PL-15269 Białystok, Poland
| | - Natalia Marcińczyk
- Department of Biopharmacy, Medical University of Białystok, Białystok, Poland
| | - Robert J Carroll
- Physics Department and BioInspired Institute, Syracuse University
| | - Marzena Lenart
- Małopolska Centre of Biotechnology; Jagiellonian University; Kraków, Poland
| | - Krzysztof Pyre
- Małopolska Centre of Biotechnology; Jagiellonian University; Kraków, Poland
| | - Paul Janmey
- Institute for Medicine and Engineering and Department of Physiology, University of Pennsylvania
| | - J M Schwarz
- Physics Department and BioInspired Institute, Syracuse University
- Indian Creek Farm, Ithaca, NY
| | - Robert Bucki
- Department of Medical Microbiology and Nanobiomedical Engineering, Medical University of Białystok, Poland
- Institute for Medicine and Engineering and Department of Physiology, University of Pennsylvania
| | - Alison Patteson
- Physics Department and BioInspired Institute, Syracuse University
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20
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Patteson AE, Schwarz JM. Cell nuclei as cytoplasmic rheometers. Biophys J 2021; 120:1535-1536. [PMID: 33740439 DOI: 10.1016/j.bpj.2021.02.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 01/06/2021] [Accepted: 02/22/2021] [Indexed: 11/24/2022] Open
Affiliation(s)
- Alison E Patteson
- Department of Physics and BioInspired Institute, Syracuse University, Syracuse, New York.
| | - J M Schwarz
- Department of Physics and BioInspired Institute, Syracuse University, Syracuse, New York; Indian Creek Farm, Ithaca, New York.
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21
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Liu K, Kollmer JE, Daniels KE, Schwarz JM, Henkes S. Spongelike Rigid Structures in Frictional Granular Packings. Phys Rev Lett 2021; 126:088002. [PMID: 33709747 DOI: 10.1103/physrevlett.126.088002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 11/12/2020] [Accepted: 11/30/2020] [Indexed: 06/12/2023]
Abstract
We show how rigidity emerges in experiments on sheared two-dimensional frictional granular materials by using generalizations of two methods for identifying rigid structures. Both approaches, the force-based dynamical matrix and the topology-based rigidity percolation, agree with each other and identify similar rigid structures. As the system becomes jammed, at a critical contact number z_{c}=2.4±0.1, a rigid backbone interspersed with floppy, particle-filled holes of a broad range of sizes emerges, creating a spongelike morphology. While the pressure within rigid structures always exceeds the pressure outside the rigid structures, they are not identified with the force chains of shear jamming. These findings highlight the need to focus on mechanical stability arising through arch structures and hinges at the mesoscale.
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Affiliation(s)
- Kuang Liu
- Physics Department, Syracuse University, Syracuse, New York 13244, USA
| | - Jonathan E Kollmer
- Experimental Astrophysics, Department of Physics, Universität Duisburg-Essen, Lotharst. 1, 47057 Duisburg, Dortmund, Germany
- Department of Physics, North Carolina State University, 27695 Raleigh, North Carolina, USA
| | - Karen E Daniels
- Department of Physics, North Carolina State University, 27695 Raleigh, North Carolina, USA
| | - J M Schwarz
- Physics Department, Syracuse University, Syracuse, New York 13244, USA
- Indian Creek Farm, Ithaca, New York 14850, USA
| | - Silke Henkes
- School of Mathematics, University of Bristol, BS8 1UG Bristol, England, United Kingdom
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22
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Gandikota MC, Pogoda K, van Oosten A, Engstrom TA, Patteson AE, Janmey PA, Schwarz JM. Loops versus lines and the compression stiffening of cells. Soft Matter 2020; 16:4389-4406. [PMID: 32249282 PMCID: PMC7225031 DOI: 10.1039/c9sm01627a] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Both animal and plant tissue exhibit a nonlinear rheological phenomenon known as compression stiffening, or an increase in moduli with increasing uniaxial compressive strain. Does such a phenomenon exist in single cells, which are the building blocks of tissues? One expects an individual cell to compression soften since the semiflexible biopolymer-based cytoskeletal network maintains the mechanical integrity of the cell and in vitro semiflexible biopolymer networks typically compression soften. To the contrary, we find that mouse embryonic fibroblasts (mEFs) compression stiffen under uniaxial compression via atomic force microscopy studies. To understand this finding, we uncover several potential mechanisms for compression stiffening. First, we study a single semiflexible polymer loop modeling the actomyosin cortex enclosing a viscous medium modeled as an incompressible fluid. Second, we study a two-dimensional semiflexible polymer/fiber network interspersed with area-conserving loops, which are a proxy for vesicles and fluid-based organelles. Third, we study two-dimensional fiber networks with angular-constraining crosslinks, i.e. semiflexible loops on the mesh scale. In the latter two cases, the loops act as geometric constraints on the fiber network to help stiffen it via increased angular interactions. We find that the single semiflexible polymer loop model agrees well with the experimental cell compression stiffening finding until approximately 35% compressive strain after which bulk fiber network effects may contribute. We also find for the fiber network with area-conserving loops model that the stress-strain curves are sensitive to the packing fraction and size distribution of the area-conserving loops, thereby creating a mechanical fingerprint across different cell types. Finally, we make comparisons between this model and experiments on fibrin networks interlaced with beads as well as discuss implications for single cell compression stiffening at the tissue scale.
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Affiliation(s)
- M C Gandikota
- Physics Department, Syracuse University, Syracuse, NY 13244, USA.
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23
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Lee CY, Petkova M, Morales-Gonzalez S, Gimber N, Schmoranzer J, Meisel A, Böhmerle W, Stenzel W, Schuelke M, Schwarz JM. A spontaneous missense mutation in the chromodomain helicase DNA-binding protein 8 (CHD8) gene: a novel association with congenital myasthenic syndrome. Neuropathol Appl Neurobiol 2020; 46:588-601. [PMID: 32267004 DOI: 10.1111/nan.12617] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 03/23/2020] [Indexed: 12/13/2022]
Abstract
AIMS Congenital myasthenic syndromes (CMS) are characterized by muscle weakness, ptosis and episodic apnoea. Mutations affect integral protein components of the neuromuscular junction (NMJ). Here we searched for the genetic basis of CMS in female monozygotic twins. METHODS We employed whole-exome sequencing for mutation detection and Sanger sequencing for segregation analysis. Immunohistology was done with antibodies against CHD8, rapsyn, β-catenin (βCAT) and golgin on fi-bro-blasts, human and mouse muscle. We recorded superresolution images of the NMJ using 3D-structured illumination microscopy. RESULTS We discovered a spontaneous missense mutation in CHD8 [chr14:g.21,884,051G>A, GRCh37.p11 | c.1732C>T, NM_00117062 | p.(R578C)], the gene encoding chromodomain helicase DNA-binding protein 8. This is the first missense mutation affecting Duplin, the short 110 kDa isoform of CHD8. It is known that CHD8/Duplin negatively regulates βCAT signalling in the WNT pathway and plays a role in chromatin remodelling. Inactivating CHD8 mutations are associated with autism spectrum disorder and intellectual disability in combination with facial dysmorphism, overgrowth and macrocephalus. No muscle-specific phenotype has been reported to date. Co-immunostaining with rapsyn on human and mouse muscle revealed a strong presence of CHD8 at the NMJ being located towards the sarcoplasmic side of the rapsyn cluster, where it co-localizes with βCAT. CONCLUSION We hypothesize CHD8 to have a role in the maintenance of the structural integrity and function of the NMJ. Both patients benefited from treatment with 3,4-diaminopyridine, a reversible blocker of voltage-gated potassium channels at the nerve terminal that prolongs the action potential and increases acetylcholine release.
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Affiliation(s)
- C Y Lee
- NeuroCure Cluster of Excellence, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neuropediatrics, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - M Petkova
- NeuroCure Cluster of Excellence, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neuropediatrics, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - S Morales-Gonzalez
- NeuroCure Cluster of Excellence, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neuropediatrics, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - N Gimber
- Advanced Medical Bioimaging Core Facility (AMBIO), Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - J Schmoranzer
- Advanced Medical Bioimaging Core Facility (AMBIO), Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - A Meisel
- Department of Neurology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - W Böhmerle
- Department of Neurology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - W Stenzel
- Department of Neuropathology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - M Schuelke
- NeuroCure Cluster of Excellence, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neuropediatrics, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - J M Schwarz
- NeuroCure Cluster of Excellence, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neuropediatrics, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
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24
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Sahu P, Sussman DM, Rübsam M, Mertz AF, Horsley V, Dufresne ER, Niessen CM, Marchetti MC, Manning ML, Schwarz JM. Small-scale demixing in confluent biological tissues. Soft Matter 2020; 16:3325-3337. [PMID: 32196025 DOI: 10.1039/c9sm01084j] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Surface tension governed by differential adhesion can drive fluid particle mixtures to sort into separate regions, i.e., demix. Does the same phenomenon occur in confluent biological tissues? We begin to answer this question for epithelial monolayers with a combination of theory via a vertex model and experiments on keratinocyte monolayers. Vertex models are distinct from particle models in that the interactions between the cells are shape-based, as opposed to distance-dependent. We investigate whether a disparity in cell shape or size alone is sufficient to drive demixing in bidisperse vertex model fluid mixtures. Surprisingly, we observe that both types of bidisperse systems robustly mix on large lengthscales. On the other hand, shape disparity generates slight demixing over a few cell diameters, a phenomenon we term micro-demixing. This result can be understood by examining the differential energy barriers for neighbor exchanges (T1 transitions). Experiments with mixtures of wild-type and E-cadherin-deficient keratinocytes on a substrate are consistent with the predicted phenomenon of micro-demixing, which biology may exploit to create subtle patterning. The robustness of mixing at large scales, however, suggests that despite some differences in cell shape and size, progenitor cells can readily mix throughout a developing tissue until acquiring means of recognizing cells of different types.
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Affiliation(s)
- Preeti Sahu
- Department of Physics and BioInspired Syracuse, Institute for Material and Living Systems, Syracuse University, Syracuse, NY 13244, USA.
| | - Daniel M Sussman
- Department of Physics and BioInspired Syracuse, Institute for Material and Living Systems, Syracuse University, Syracuse, NY 13244, USA. and Department of Physics, Emory University, Atlanta, GA 30322, USA
| | - Matthias Rübsam
- Department of Dermatology, CECAD Cologne, Center for Molecular Medicine, University of Cologne, Cologne, Germany
| | - Aaron F Mertz
- Department of Physics, Yale University, New Haven, CT 06520, USA
| | - Valerie Horsley
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06520, USA
| | - Eric R Dufresne
- Department of Physics, Yale University, New Haven, CT 06520, USA and Departments of Mechanical Engineering and Materials Science, Chemical and Environmental Engineering, and Cell Biology, Yale University, New Haven, CT 06520, USA and Department of Materials, ETH Zürich, 8093 Zürich, Switzerland
| | - Carien M Niessen
- Department of Dermatology, CECAD Cologne, Center for Molecular Medicine, University of Cologne, Cologne, Germany
| | - M Cristina Marchetti
- Department of Physics, University of California at Santa Barbara, Santa Barbara, CA 93106, USA
| | - M Lisa Manning
- Department of Physics and BioInspired Syracuse, Institute for Material and Living Systems, Syracuse University, Syracuse, NY 13244, USA.
| | - J M Schwarz
- Department of Physics and BioInspired Syracuse, Institute for Material and Living Systems, Syracuse University, Syracuse, NY 13244, USA. and Indian Creek Farm, Ithaca, NY 14850, USA
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Engstrom TA, Pogoda K, Cruz K, Janmey PA, Schwarz JM. Compression stiffening in biological tissues: On the possibility of classic elasticity origins. Phys Rev E 2019; 99:052413. [PMID: 31212528 DOI: 10.1103/physreve.99.052413] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Indexed: 11/07/2022]
Abstract
Compression stiffening, or an increase in shear modulus with increasing compressive strain, has been observed in recent rheometry experiments on brain, liver, and fat tissues. Here we extend the known types of biomaterials exhibiting this phenomenon to include agarose gel and fruit flesh. The data reveal a linear relationship between shear storage modulus and uniaxial prestress, even up to 40% strain in some cases. We focus on this less-familiar linear relationship to show that two different results from classic elasticity theory can account for the phenomenon of linear compression stiffening. One result is due to Barron and Klein, extended here to the relevant geometry and prestresses; the other is due to Birch. For incompressible materials, there are no adjustable parameters in either theory. Which one applies to a given situation is a matter of reference state, suggesting that the reference state is determined by the tendency of the material to develop, or not develop, axial stress (in excess of the applied prestress) when subjected to torsion at constant axial strain. Our experiments and analysis also strengthen the notion that seemingly distinct animal and plant tissues can have mechanically similar behavior at the quantitative level under certain conditions.
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Affiliation(s)
- T A Engstrom
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA
| | - K Pogoda
- Institute for Medicine and Engineering, The University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.,Institute of Nuclear Physics, Polish Academy of Sciences PL-31342, Krakow, Poland
| | - K Cruz
- Institute for Medicine and Engineering, The University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - P A Janmey
- Institute for Medicine and Engineering, The University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.,Departments of Physiology and Physics & Astronomy, The University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - J M Schwarz
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA
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26
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Spielberg JM, Schwarz JM, Matyi MA. Anxiety in transition: Neuroendocrine mechanisms supporting the development of anxiety pathology in adolescence and young adulthood. Front Neuroendocrinol 2019; 55:100791. [PMID: 31542287 PMCID: PMC8265407 DOI: 10.1016/j.yfrne.2019.100791] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 09/04/2019] [Accepted: 09/18/2019] [Indexed: 11/29/2022]
Abstract
Adolescence marks a key developmental window during which emotion dysregulation increases, along with risk for the onset of anxiety and other affect-related pathologies. Although emotion dysregulation and related pathologies normatively decline during the transition into adulthood, this does not occur for a sizable minority of individuals. Finally, sex differences in anxiety emerge during adolescence, with females developing a 2-fold increase in risk relative to males. Unfortunately, a neurobiological model of the mechanisms that cause these changes during adolescence has yet to be proposed. In the present work, we first provide brief reviews of relevant literature. Next, we outline a dual-mechanism model focused on (i) the influence of pubertal testosterone on key emotion-regulation circuitry (i.e., orbitofrontal cortex-amygdala coupling) and (ii) myelination of the fiber bundles connecting such circuitry (i.e., uncinate fasciculus). The proposed model offers a set of specific, testable hypotheses that will hopefully spur much needed cross-disciplinary research.
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Affiliation(s)
- Jeffrey M Spielberg
- Department of Psychological and Brain Sciences, University of Delaware, 105 the Green, Newark, DE 19716, United States.
| | - Jaclyn M Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, 105 the Green, Newark, DE 19716, United States.
| | - Melanie A Matyi
- Department of Psychological and Brain Sciences, University of Delaware, 105 the Green, Newark, DE 19716, United States.
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27
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Schwarz JM. Frank Beach Award Winner - The future of mental health research: Examining the interactions of the immune, endocrine and nervous systems between mother and infant and how they affect mental health. Horm Behav 2019; 114:104521. [PMID: 30981689 PMCID: PMC7367439 DOI: 10.1016/j.yhbeh.2019.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 03/28/2019] [Accepted: 04/10/2019] [Indexed: 10/27/2022]
Abstract
Pregnancy and the postpartum period are periods of significant change in the immune and endocrine systems. This period of life is also associated with an increased risk of mental health disorders in the mother, and an increased risk of developmental and neuropsychiatric disorders in her infant. The collective data described here supports the idea that peripartum mood disorders in mother and developmental disorders in her infant likely reflects multiple pathogeneses, stemming from various interactions between the immune, endocrine and nervous systems, thereby resulting in various symptom constellations. In this case, testing the mechanisms underlying specific symptoms of these disorders (e.g. deficits in specific types of learning or anhedonia) may provide a better understanding of the various physiological interactions and multiple etiologies that most likely underlie the risk of mental health disorders during this unique time in life. The goal here is to summarize the current understanding of how immune and endocrine factors contribute to maternal mental health, while simultaneously understanding the impact these unique interactions have on the developing brain of her infant.
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Affiliation(s)
- Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, USA.
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28
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Lawrence JH, Sherer ML, Tavlarides-Hontz P, Parcells MS, Schwarz JM. An investigation into the immune response of cultured neural rat cells following Zika virus infection. J Neuroimmunol 2019; 332:73-77. [PMID: 30959341 PMCID: PMC7350658 DOI: 10.1016/j.jneuroim.2019.04.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2018] [Revised: 04/02/2019] [Accepted: 04/02/2019] [Indexed: 10/27/2022]
Abstract
The most notable effect of prenatal Zika virus (ZIKV) infection is severe microcephaly. ZIKV has a selective tropism for neural progenitor cells; however, it is not clear what role the immune cells of the brain, microglia, may have in mitigating or exacerbating neuronal cell death following ZIKV infection. We cultured hippocampal and cortical neural cells from neonatal rat pups and infected them with ZIKV at various multiplicities of infection (MOI). We found that the neuroimmune response to ZIKV infection is composed of both pro-inflammatory and type I interferon responses and is largely dependent upon the viral dose.
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Affiliation(s)
- Jennifer H Lawrence
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, USA.
| | - Morgan L Sherer
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, USA.
| | - Phaedra Tavlarides-Hontz
- University of Delaware, Department of Animal and Food Sciences, 052 Townsend Hall, Newark, DE 19716, USA.
| | - Mark S Parcells
- University of Delaware, Department of Animal and Food Sciences, 052 Townsend Hall, Newark, DE 19716, USA.
| | - Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, USA.
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29
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Sherer ML, Khanal P, Talham G, Brannick EM, Parcells MS, Schwarz JM. Zika virus infection of pregnant rats and associated neurological consequences in the offspring. PLoS One 2019; 14:e0218539. [PMID: 31220154 PMCID: PMC6586346 DOI: 10.1371/journal.pone.0218539] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Accepted: 06/04/2019] [Indexed: 12/20/2022] Open
Abstract
Zika virus (ZIKV) is a mosquito-borne flavivirus associated with microcephaly and other neurological disorders in infants born to infected mothers. Despite being declared an international emergency by the World Health Organization, very little is known about the mechanisms of ZIKV pathogenesis or the long-term consequences of maternal ZIKV infection in the affected offspring, largely due to the lack of appropriate rodent models. To address this issue, our lab has developed a working model of prenatal ZIKV infection in rats. In this study, we infected immune competent pregnant female rats with 105–107 PFU of ZIKV (PRVABC59, Puerto Rico/Human/Dec 2015) in order to examine its pathogenesis in the dams and pups. We examined the febrile response and sickness behavior in the dams, in addition to neonatal mortality, microglia morphology, cortical organization, apoptosis, and brain region-specific volumes in the offspring. Here, we demonstrate that pregnant and non-pregnant female rats have a distinct febrile response to ZIKV infection. Moreover, prenatal ZIKV infection increased cell death and reduced tissue volume in the hippocampus and cortex in the neonatal offspring. For the first time, we demonstrate the efficacy and validity of an immunocompetent rat model for maternal ZIKV infection that results in significant brain malformations in the neonatal offspring.
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Affiliation(s)
- Morgan L. Sherer
- University of Delaware, Department of Psychological and Brain Sciences, Newark, Delaware, United States of America
- * E-mail:
| | - Pragyan Khanal
- University of Delaware, Department of Psychological and Brain Sciences, Newark, Delaware, United States of America
| | - Gwen Talham
- University of Delaware, Office of Laboratory Animal Medicine, Newark, Delaware, United States of America
| | - Erin M. Brannick
- University of Delaware, Department of Animal and Food Sciences, Newark, Delaware, United States of America
| | - Mark S. Parcells
- University of Delaware, Department of Animal and Food Sciences, Newark, Delaware, United States of America
| | - Jaclyn M. Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, Newark, Delaware, United States of America
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Lawton AK, Engstrom T, Rohrbach D, Omura M, Turnbull DH, Mamou J, Zhang T, Schwarz JM, Joyner AL. Cerebellar folding is initiated by mechanical constraints on a fluid-like layer without a cellular pre-pattern. eLife 2019; 8:e45019. [PMID: 30990415 PMCID: PMC6467563 DOI: 10.7554/elife.45019] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Accepted: 03/30/2019] [Indexed: 12/28/2022] Open
Abstract
Models based in differential expansion of elastic material, axonal constraints, directed growth, or multi-phasic combinations have been proposed to explain brain folding. However, the cellular and physical processes present during folding have not been defined. We used the murine cerebellum to challenge folding models with in vivo data. We show that at folding initiation differential expansion is created by the outer layer of proliferating progenitors expanding faster than the core. However, the stiffness differential, compressive forces, and emergent thickness variations required by elastic material models are not present. We find that folding occurs without an obvious cellular pre-pattern, that the outer layer expansion is uniform and fluid-like, and that the cerebellum is under radial and circumferential constraints. Lastly, we find that a multi-phase model incorporating differential expansion of a fluid outer layer and radial and circumferential constraints approximates the in vivo shape evolution observed during initiation of cerebellar folding.
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Affiliation(s)
- Andrew K Lawton
- Developmental Biology ProgramSloan Kettering InstituteNew YorkUnited States
| | - Tyler Engstrom
- Department of PhysicsSyracuse UniversitySyracuseUnited States
| | - Daniel Rohrbach
- Lizzi Center for Biomedical EngineeringRiverside ResearchNew YorkUnited States
| | - Masaaki Omura
- Lizzi Center for Biomedical EngineeringRiverside ResearchNew YorkUnited States
- Department of Radiology, Skirball Institute of Biomolecular MedicineNYU School of MedicineNew YorkUnited States
- Graduate School of Science and EngineeringChiba UniversityChibaJapan
| | - Daniel H Turnbull
- Department of Radiology, Skirball Institute of Biomolecular MedicineNYU School of MedicineNew YorkUnited States
| | - Jonathan Mamou
- Lizzi Center for Biomedical EngineeringRiverside ResearchNew YorkUnited States
| | - Teng Zhang
- Department of Mechanical & Aerospace EngineeringSyracuse UniversitySyracuseUnited States
| | - J M Schwarz
- Department of PhysicsSyracuse UniversitySyracuseUnited States
| | - Alexandra L Joyner
- Developmental Biology ProgramSloan Kettering InstituteNew YorkUnited States
- Biochemistry, Cell and Molecular Biology Program, Weill Graduate School of Medical SciencesCornell UniversityNew YorkUnited States
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Sharma R, van Mil S, Melanson B, Thomas BJ, Rooke J, Mallet JF, Matar C, Schwarz JM, Ismail N. Programming Effects of Pubertal Lipopolysaccharide Treatment in Male and Female CD-1 Mice. J I 2019; 202:2131-2140. [DOI: 10.4049/jimmunol.1801351] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 01/22/2019] [Indexed: 12/22/2022]
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32
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Osborne BF, Turano A, Caulfield JI, Schwarz JM. Sex- and region-specific differences in microglia phenotype and characterization of the peripheral immune response following early-life infection in neonatal male and female rats. Neurosci Lett 2018; 692:1-9. [PMID: 30367955 DOI: 10.1016/j.neulet.2018.10.044] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 10/16/2018] [Accepted: 10/18/2018] [Indexed: 01/10/2023]
Abstract
Early-life infection has been shown to have profound effects on the brain and behavior across the lifespan, a phenomenon termed "early-life programming". Indeed, many neuropsychiatric disorders begin or have their origins early in life and have been linked to early-life immune activation (e.g. autism, ADHD, and schizophrenia). Furthermore, many of these disorders show a robust sex bias, with males having a higher risk of developing early-onset neurodevelopmental disorders. The concept of early-life programming is now well established, however, it is still unclear how such effects are initiated and then maintained across time to produce such a phenomenon. To begin to address this question, we examined changes in microglia, the immune cells of the brain, and peripheral immune cells in the hours immediately following early-life infection in male and female rats. We found that males showed a significant decrease in BDNF expression and females showed a significant increase in IL-6 expression in the cerebellum following E.coli infection on postnatal day 4; however, for most cytokines examined in the brain and in the periphery we were unable to identify any sex differences in the immune response, at least at the time points examined. Instead, neonatal infection with E.coli increased the expression of a number of cytokines in the brain of both males and females similarly including TNF-α, IL-1β, and CD11b (a marker of microglia activation) in the hippocampus and, in the spleen, TNF-α and IL-1β. We also found that protein levels of GRO-KC, MIP-1a, MCP1, IP-10, TNF-α, and IL-10 were elevated 8-hours postinfection, but this response was resolved by 24-hours. Lastly, we found that males have more thin microglia than females on P5, however, neonatal infection had no effect on any of the microglia morphologies we examined. These data show that sex differences in the acute immune response to neonatal infection are likely gene, region, and even time dependent. Future research should consider these factors in order to develop a comprehensive understanding of the immune response in males and females as these changes are likely the initiating agents that lead to the long-term, and often sex-specific, effects of early-life infection.
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Affiliation(s)
- Brittany F Osborne
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA.
| | - Alexandra Turano
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA.
| | - Jasmine I Caulfield
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA.
| | - Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA.
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Abstract
While sex differences in the peripheral immune response have been studied extensively, sex differences in the neuroimmune response, including glial activation and associated cytokine production in the brain, is a recently emerging field. Advances in our understanding of sex differences in the neuroimmune response have important implications for understanding how neural circuits are shaped during early brain development, how activation of the immune system may impact cognitive function and behavior, and how inflammation may be associated with the risk of mental health disorders that have strong sex-biases. The goal of this mini review is to highlight recent work in the field of sex differences in neuroimmune function, with a particular focus on how microglia function is influenced by age and sex hormone exposure.
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Affiliation(s)
- Brittany F Osborne
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA
| | - Alexandra Turano
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA
| | - Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA
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34
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Sussman DM, Schwarz JM, Marchetti MC, Manning ML. Soft yet Sharp Interfaces in a Vertex Model of Confluent Tissue. Phys Rev Lett 2018; 120:058001. [PMID: 29481188 DOI: 10.1103/physrevlett.120.058001] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Indexed: 06/08/2023]
Abstract
How can dense biological tissue maintain sharp boundaries between coexisting cell populations? We explore this question within a simple vertex model for cells, focusing on the role of topology and tissue surface tension. We show that the ability of cells to independently regulate adhesivity and tension, together with neighbor-based interaction rules, lets them support strikingly unusual interfaces. In particular, we show that mechanical- and fluctuation-based measurements of the effective surface tension of a cellular aggregate yield different results, leading to mechanically soft interfaces that are nevertheless extremely sharp.
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Affiliation(s)
- Daniel M Sussman
- Department of Physics and Soft Matter Program, Syracuse University, Syracuse, New York 13244, USA
| | - J M Schwarz
- Department of Physics and Soft Matter Program, Syracuse University, Syracuse, New York 13244, USA
| | - M Cristina Marchetti
- Department of Physics and Soft Matter Program, Syracuse University, Syracuse, New York 13244, USA
| | - M Lisa Manning
- Department of Physics and Soft Matter Program, Syracuse University, Syracuse, New York 13244, USA
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35
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Lopez JH, Schwarz JM. Constraint percolation on hyperbolic lattices. Phys Rev E 2018; 96:052108. [PMID: 29347694 DOI: 10.1103/physreve.96.052108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Indexed: 11/07/2022]
Abstract
Hyperbolic lattices interpolate between finite-dimensional lattices and Bethe lattices, and they are interesting in their own right, with ordinary percolation exhibiting not one but two phase transitions. We study four constraint percolation models-k-core percolation (for k=1,2,3) and force-balance percolation-on several tessellations of the hyperbolic plane. By comparing these four different models, our numerical data suggest that all of the k-core models, even for k=3, exhibit behavior similar to ordinary percolation, while the force-balance percolation transition is discontinuous. We also provide proof, for some hyperbolic lattices, of the existence of a critical probability that is less than unity for the force-balance model, so that we can place our interpretation of the numerical data for this model on a more rigorous footing. Finally, we discuss improved numerical methods for determining the two critical probabilities on the hyperbolic lattice for the k-core percolation models.
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Affiliation(s)
- Jorge H Lopez
- Department of Civil Engineering, Universidad Mariana, Pasto 520002, Colombia
| | - J M Schwarz
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA.,Syracuse Biomaterials Institute, Syracuse, New York 13244, USA
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Abstract
Sex determination occurs at the moment of conception, as a result of XX or XY chromosome pairing. From that point, the body undergoes the process of sexual differentiation, inducing the development of physical characteristics that are easily distinguishable between the sexes and are often reflected in one's physical appearance and gender identity. Although less apparent, the brain also undergoes sexual differentiation. Sex differences in the brain are organized during a critical period of neural development and have an instrumental role in determining the physiology and behavior of an individual throughout the lifespan. Understanding the extent of sex differences in neurodevelopment also influences our understanding of the potential risk for a number of neurodevelopmental, neurological, and mental health disorders that exhibit strong sex biases. Advances made in our understanding of sexually dimorphic brain nuclei, sex differences in neural cell communication, and sex differences in the communication between the brain and peripheral organs are all research fields that have provided valuable information related to the physiological and behavioral outcomes of sex differences in brain development. More recently, investigations into the impact of epigenetic mechanisms on sexual differentiation of the brain have indicated that changes in gene expression, via epigenetic modifications, also contribute to sexual differentiation of the developing brain. Still, there are a number of important questions and ideas that have arisen from our current understanding of sex differences in neurodevelopmental processes that necessitate more time and attention in this field.
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Affiliation(s)
- Alexandra Turano
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, USA
| | - Brittany F Osborne
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, USA
| | - Jaclyn M Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE, USA.
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37
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Sherer ML, Posillico CK, Schwarz JM. An examination of changes in maternal neuroimmune function during pregnancy and the postpartum period. Brain Behav Immun 2017; 66:201-209. [PMID: 28669797 PMCID: PMC6348474 DOI: 10.1016/j.bbi.2017.06.016] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 06/28/2017] [Accepted: 06/29/2017] [Indexed: 12/28/2022] Open
Abstract
There is strong evidence that the immune system changes dramatically during pregnancy in order to prevent the developing fetus from being "attacked" by the maternal immune system. Due to these alterations in peripheral immune function, many women that suffer from autoimmune disorders actually find significant relief from their symptoms throughout pregnancy; however, these changes can also leave the mother more susceptible to infections that would otherwise be mitigated by the inflammatory response (Robinson and Klein, 2012). Only one other study has looked at changes in microglial number and morphology during pregnancy and the postpartum period (Haim et al., 2016), but no one has yet examined the neuroimmune response following an immune challenge during this time. Therefore, in this study, we investigated the impact of an immune challenge during various time-points throughout pregnancy and the postpartum period on the expression of immune molecules in the brain of the mother and fetus. Our results indicate that similar to the peripheral immune suppression measured during pregnancy, we also see significant suppression of the immune response in the maternal brain, particularly during late gestation. In contrast to the peripheral immune system, immune modulation in the maternal brain extends moderately into the postpartum period. Additionally, we found that the fetal immune response in the brain and placenta is also suppressed just before parturition, suggesting that cytokine production in the fetus and placenta are mirroring the peripheral cytokine response of the mother.
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Affiliation(s)
- Morgan L Sherer
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, United States.
| | - Caitlin K Posillico
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, United States
| | - Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, United States
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38
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Terasaki LS, Schwarz JM. Impact of Prenatal and Subsequent Adult Alcohol Exposure on Pro-Inflammatory Cytokine Expression in Brain Regions Necessary for Simple Recognition Memory. Brain Sci 2017; 7:brainsci7100125. [PMID: 28973966 PMCID: PMC5664052 DOI: 10.3390/brainsci7100125] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 09/12/2017] [Accepted: 09/29/2017] [Indexed: 11/16/2022] Open
Abstract
Microglia, the immune cells of the brain, are important and necessary for appropriate neural development; however, activation of microglia, concomitant with increased levels of secreted immune molecules during brain development, can leave the brain susceptible to certain long-term changes in immune function associated with neurological and developmental disorders. One mechanism by which microglia can be activated is via alcohol exposure. We sought to investigate if low levels of prenatal alcohol exposure can alter the neuroimmune response to a subsequent acute dose of alcohol in adulthood. We also used the novel object location and recognition memory tasks to determine whether there are cognitive deficits associated with low prenatal alcohol exposure and subsequent adulthood alcohol exposure. We found that adult rats exposed to an acute binge-like level of alcohol, regardless of gestational alcohol exposure, have a robust increase in the expression of Interleukin (IL)-6 within the brain, and a significant decrease in the expression of IL-1β and CD11b. Rats exposed to alcohol during gestation, adulthood, or at both time points exhibited impaired cognitive performance in the cognitive tasks. These results indicate that both low-level prenatal alcohol exposure and even acute alcohol exposure in adulthood can significantly impact neuroimmune and associated cognitive function.
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Affiliation(s)
- Laurne S Terasaki
- Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19716, USA.
| | - Jaclyn M Schwarz
- Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19716, USA.
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39
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Mayett D, Bitten N, Das M, Schwarz JM. Chase-and-run dynamics in cell motility and the molecular rupture of interacting active elastic dimers. Phys Rev E 2017; 96:032407. [PMID: 29346935 DOI: 10.1103/physreve.96.032407] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Indexed: 06/07/2023]
Abstract
Cell migration in morphogenesis and cancer metastasis typically involves interplay between different cell types. We construct and study a minimal, one-dimensional model composed of two different motile cells with each cell represented as an active elastic dimer. The interaction between the two cells via cadherins is modeled as a spring that can rupture beyond a threshold force as it undergoes dynamic loading from the interacting motile cells. We obtain a phase diagram consisting of chase-and-run dynamics and clumping dynamics as a function of the stiffness of the interaction spring and the threshold force and, therefore, posit that active rupture, or rupture via active forces, is a mechanosensitive means to regulate dynamics between cells. Since the parameters in the model differentiate between N- and E-cadherins, we make predictions for the interactions between a placodelike cell and a neural crestlike cell in a microchannel as well as discuss how our results inform chase-and-run dynamics found in a group of placode cells interacting with a group of neural crest cells. In particular, an argument was made in the latter case that the feedback between cadherins and cell-substrate interaction via integrins was necessary to obtain the chase-and-run behavior. Based on our two-cell results, we argue that this feedback accentuates, but is not necessary for, the chase-and-run behavior.
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Affiliation(s)
- David Mayett
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA
| | - Nicholas Bitten
- School of Physics and Astronomy, Rochester Institute of Technology, Rochester, New York 14623, USA
| | - Moumita Das
- School of Physics and Astronomy, Rochester Institute of Technology, Rochester, New York 14623, USA
| | - J M Schwarz
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA
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Turano A, Lawrence JH, Schwarz JM. Activation of neonatal microglia can be influenced by other neural cells. Neurosci Lett 2017; 657:32-37. [PMID: 28774571 DOI: 10.1016/j.neulet.2017.07.052] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 07/27/2017] [Accepted: 07/28/2017] [Indexed: 10/19/2022]
Abstract
During development, microglial progenitor cells migrate into the brain from the periphery, a process critical to the maturation of the developing brain. Although they perform functions similar to mature, adult microglia, immature microglia are distinct from mature microglia. Activation of immature microglia, via an early-life immune challenge, can lead to persistent changes in microglial function, resulting in long-term neuronal and cognitive dysfunction. Early-life immune activation is associated with multiple neurodevelopmental disorders, including autism, ADHD, schizophrenia, and cerebral palsy - disorders with known or suspected immune etiologies, and strong sex biases for males. Activation of immature microglia requires further examination to determine its potential role in these neurodevelopmental disorders. More work is also necessary to better understand the relationship between developing microglia and other developing neural cells during this critical period of development. Thus, we treated freshly isolated, sex-specific microglia from the rat hippocampus with lipopolysaccharide (LPS) on P4, in either the presence or absence of other neural cells. Mixed and microglial-specific cultures were analyzed for inflammatory gene expression to determine whether immature microglia exhibited a sex-specific response to immune activation, and if the presence of all other neural cells influenced that response. We found that the microglial response to an LPS-induced immune activation differed depending on the presence of other neural cells in the culture. We found very few sex differences in the cytokine response, except that the microglial expression of IL-6 following immune activation was more robust in male microglia that were in the presence of other neural cells than female microglia in the same condition.
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Affiliation(s)
- Alexandra Turano
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA.
| | - Jennifer H Lawrence
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA.
| | - Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE, 19716, USA.
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Osborne BF, Caulfield JI, Solomotis SA, Schwarz JM. Neonatal infection produces significant changes in immune function with no associated learning deficits in juvenile rats. Dev Neurobiol 2017; 77:1221-1236. [PMID: 28719141 DOI: 10.1002/dneu.22512] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Revised: 07/09/2017] [Accepted: 07/13/2017] [Indexed: 12/30/2022]
Abstract
The current experiments examined the impact of early-life immune activation and a subsequent mild immune challenge with lipopolysaccharide (LPS; 25µg/kg) on hippocampal-dependent learning, proinflammatory cytokine expression in the brain, and peripheral immune function in juvenile male and female rats at P24, an age when hippocampal-dependent learning and memory first emerges. Our results indicate that neonatal infection did not produce learning deficits in the hippocampal-dependent context pre-exposure facilitation effect paradigm in juvenile males and females, contrary to what has been observed in adults. Neonatal infection produced an increase in baseline IL-1β expression in the hippocampus (HP) and medial prefrontal cortex (mPFC) of juvenile rats. Furthermore, neonatally infected rats showed exaggerated IL-1β expression in the HP following LPS treatment as juveniles; and juvenile females, but not males, showed exaggerated IL-1β expression in the mPFC following LPS treatment. Neonatal infection attenuated the production of IL-6 expression following LPS treatment in both the brain and the spleen, and neonatal infection decreased the numbers of circulating white blood cells in juvenile males and females, an effect that was further exacerbated by subsequent LPS treatment. Together, our data indicate that the consequences of neonatal infection are detectable even early in juvenile development, though we found no concomitant hippocampal-dependent learning deficits at this young age. These findings underscore the need to consider age and associated on-going neurodevelopmental processes as important factors contributing to the emergence of cognitive and behavioral disorders linked to early-life immune activation. © 2017 Wiley Periodicals, Inc. Develop Neurobiol 77: 1221-1236, 2017.
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Affiliation(s)
- Brittany F Osborne
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, 19716
| | - Jasmine I Caulfield
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, 19716
| | - Samantha A Solomotis
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, 19716
| | - Jaclyn M Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, 19716
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Brenhouse HC, Schwarz JM. Immunoadolescence: Neuroimmune development and adolescent behavior. Neurosci Biobehav Rev 2016; 70:288-299. [PMID: 27260127 PMCID: PMC5412135 DOI: 10.1016/j.neubiorev.2016.05.035] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Revised: 05/27/2016] [Accepted: 05/30/2016] [Indexed: 12/17/2022]
Abstract
The brain is increasingly appreciated to be a constantly rewired organ that yields age-specific behaviors and responses to the environment. Adolescence in particular is a unique period characterized by continued brain maturation, superimposed with transient needs of the organism to traverse a leap from parental dependence to independence. Here we describe how these needs require immune maturation, as well as brain maturation. Our immune system, which protects us from pathogens and regulates inflammation, is in constant communication with our nervous system. Together, neuro-immune signaling regulates our behavioral responses to the environment, making this interaction a likely substrate for adolescent development. We review here the identified as well as understudied components of neuro-immune interactions during adolescence. Synaptic pruning, neurite outgrowth, and neurotransmitter release during adolescence all regulate-and are regulated by-immune signals, which occur via blood-brain barrier dynamics and glial activity. We discuss these processes, as well as how immune signaling during this transitional period of development confers differential effects on behavior and vulnerability to mental illness.
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Affiliation(s)
- Heather C Brenhouse
- Northeastern University, Psychology Department, 125 Nightingale Hall, Boston, MA 02115, United States.
| | - Jaclyn M Schwarz
- University of Delaware, Department of Psychological and Brain Sciences, 108 Wolf Hall, Newark, DE 19716, United States
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Abstract
We consider a three-dimensional network of aqueous droplets joined by single lipid bilayers to form a cohesive, tissuelike material. The droplets in these networks can be programed to have distinct osmolarities so that osmotic gradients generate internal stresses via local fluid flows to cause the network to change shape. We discover, using molecular dynamics simulations, a reversible folding-unfolding process by adding an osmotic interaction with the surrounding environment which necessarily evolves dynamically as the shape of the network changes. This discovery is the next important step towards osmotic robotics in this system. We also explore analytically and numerically how the networks become faceted via buckling and how quasi-one-dimensional networks become three dimensional.
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Affiliation(s)
- T Zhang
- Soft Matter Program and Department of Physics, Syracuse University, Syracuse, NewYork 13244, USA
| | - Duanduan Wan
- Soft Matter Program and Department of Physics, Syracuse University, Syracuse, NewYork 13244, USA
| | - J M Schwarz
- Soft Matter Program and Department of Physics, Syracuse University, Syracuse, NewYork 13244, USA
| | - M J Bowick
- Soft Matter Program and Department of Physics, Syracuse University, Syracuse, NewYork 13244, USA
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Tannenbaum C, Schwarz JM, Clayton JA, de Vries GJ, Sullivan C. Evaluating sex as a biological variable in preclinical research: the devil in the details. Biol Sex Differ 2016; 7:13. [PMID: 26870316 PMCID: PMC4750169 DOI: 10.1186/s13293-016-0066-x] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Accepted: 02/03/2016] [Indexed: 02/01/2023] Open
Abstract
Translating policy into action is a complex task, with much debate surrounding the process whereby US and Canadian health funding agencies intend to integrate sex and gender science as an integral component of methodological rigor and reporting in health research. Effective January 25, 2016, the US National Institutes of Health implemented a policy that expects scientists to account for the possible role of sex as a biological variable (SABV) in vertebrate animal and human studies. Applicants for NIH-funded research and career development awards will be asked to explain how they plan to factor consideration of SABV into their research design, analysis, and reporting; strong justification will be required for proposing single-sex studies. The Canadian Institutes of Health Research is revising their peer review accreditation process to ensure that peer reviewers are skilled in applying a critical lens to protocols that should be incorporating sex and gender science. The current paper outlines the components that peer reviewers in North America will be asked to assess when considering whether SABV is appropriately integrated into research designs, analyses, and reporting. Consensus argues against narrowly defining rules of engagement in applying SABV, with criteria provided for reviewers as guidance only. Scores will not be given for each criterion; applications will be judged on the overall merit of scientific innovation, rigor, reproducibility, and potential impact.
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Affiliation(s)
- Cara Tannenbaum
- Institute of Gender and Health, The Canadian Institutes of Health Research, Montreal, Canada
| | - Jaclyn M Schwarz
- Psychological and Brain Sciences, University of Delaware, Newark, DE USA ; Organization for the Study of Sex Differences, USA
| | - Janine A Clayton
- U.S. National Institutes of Health Office of Research on Women's Health, Bethesda, MD USA
| | - Geert J de Vries
- Neuroscience Institute, Georgia State University, Atlanta, GA USA ; Organization for the Study of Sex Differences, USA
| | - Casey Sullivan
- U.S. National Institutes of Health Office of Research on Women's Health, Bethesda, MD USA
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Terasaki LS, Gomez J, Schwarz JM. An examination of sex differences in the effects of early-life opiate and alcohol exposure. Philos Trans R Soc Lond B Biol Sci 2016; 371:20150123. [PMID: 26833841 DOI: 10.1098/rstb.2015.0123] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/08/2015] [Indexed: 11/12/2022] Open
Abstract
Early-life exposure to drugs and alcohol is one of the most preventable causes of developmental, behavioural and learning disorders in children. Thus a significant amount of basic, animal and human research has focused on understanding the behavioural consequences and the associated neural effects of exposure to drugs and alcohol during early brain development. Despite this, much of the previous research that has been done on this topic has used predominantly male subjects or rodents. While many of the findings from these male-specific studies may ultimately apply to females, the purpose of this review is to highlight the research that has also examined sex as a factor and found striking differences between the sexes in their response to early-life opiate and alcohol exposure. Finally, we will also provide a framework for scientists interested in examining sex as a factor in future experiments that specifically examine the consequences of early-life drug and alcohol exposure.
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Affiliation(s)
- Laurne S Terasaki
- Department of Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19716, USA
| | - Julie Gomez
- Department of Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19716, USA
| | - Jaclyn M Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19716, USA
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Abstract
We study the nature of the frictional jamming transition within the framework of rigidity percolation theory. Slowly sheared frictional packings are decomposed into rigid clusters and floppy regions with a generalization of the pebble game including frictional contacts. Our method suggests a second-order transition controlled by the emergence of a system-spanning rigid cluster accompanied by a critical cluster size distribution. Rigid clusters also correlate with common measures of rigidity. We contrast this result with frictionless jamming, where the rigid cluster size distribution is noncritical.
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Affiliation(s)
- Silke Henkes
- Institute of Complex Systems and Mathematical Biology, Department of Physics, University of Aberdeen, Aberdeen AB24 3UD, Scotland, United Kingdom
| | - David A Quint
- Department of Bioengineering, Stanford University and Department of Plant Biology, Carnegie Institute of Washington, Stanford, California 94305, USA
| | - Yaouen Fily
- Martin Fisher School of Physics, Brandeis University, Waltham, Massachusetts 02453, USA
| | - J M Schwarz
- Department of Physics, Syracuse Biomaterials Institute, Syracuse University, Syracuse, New York 13244, USA
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Posillico CK, Terasaki LS, Bilbo SD, Schwarz JM. Examination of sex and minocycline treatment on acute morphine-induced analgesia and inflammatory gene expression along the pain pathway in Sprague-Dawley rats. Biol Sex Differ 2015; 6:33. [PMID: 26693004 PMCID: PMC4676821 DOI: 10.1186/s13293-015-0049-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2015] [Accepted: 12/01/2015] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND In addition to its classical effects on opioid receptors, morphine can activate glia and stimulate the production of pro-inflammatory immune molecules which in turn counteract the analgesic properties of morphine. We hypothesized that decreased morphine analgesia in females may be the result of exaggerated microglial activation in brain regions critical for analgesia. METHODS Male and female rats were treated with morphine and/or minocycline and morphine analgesia was examined using the hot plate. We also examined the expression of microglial and astrocyte markers in the pain pathway. RESULTS Males treated with minocycline, a microglial inhibitor, exhibited a significant increase in acute morphine analgesia as previously shown; however, morphine analgesia was not affected by minocycline pretreatment in female rats. Minocycline decreased the expression of glial activation markers in the male spinal cord and periaqueductal gray as expected; however, these same molecules were upregulated in the female. CONCLUSIONS These data describe a significant difference between males and females in the behavioral effects following co-administration of morphine and minocycline.
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Affiliation(s)
- Caitlin K Posillico
- Department of Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19716 USA
| | - Laurne S Terasaki
- Department of Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19716 USA
| | - Staci D Bilbo
- Department of Psychology and Neuroscience, Duke University, 572 Research Dr., Durham, NC 27708 USA
| | - Jaclyn M Schwarz
- Department of Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE 19716 USA
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Zhang T, Sknepnek R, Bowick MJ, Schwarz JM. On the modeling of endocytosis in yeast. Biophys J 2015; 108:508-19. [PMID: 25650919 DOI: 10.1016/j.bpj.2014.11.3481] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2014] [Revised: 11/24/2014] [Accepted: 11/26/2014] [Indexed: 11/30/2022] Open
Abstract
The cell membrane deforms during endocytosis to surround extracellular material and draw it into the cell. Results of experiments on endocytosis in yeast show general agreement that 1) actin polymerizes into a network of filaments exerting active forces on the membrane to deform it, and 2) the large-scale membrane deformation is tubular in shape. In contrast, there are three competing proposals for precisely how the actin filament network organizes itself to drive the deformation. We use variational approaches and numerical simulations to address this competition by analyzing a meso-scale model of actin-mediated endocytosis in yeast. The meso-scale model breaks up the invagination process into three stages: 1) initiation, where clathrin interacts with the membrane via adaptor proteins; 2) elongation, where the membrane is then further deformed by polymerizing actin filaments; and 3) pinch-off. Our results suggest that the pinch-off mechanism may be assisted by a pearling-like instability. We rule out two of the three competing proposals for the organization of the actin filament network during the elongation stage. These two proposals could be important in the pinch-off stage, however, where additional actin polymerization helps break off the vesicle. Implications and comparisons with earlier modeling of endocytosis in yeast are discussed.
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Affiliation(s)
- Tao Zhang
- Department of Physics and Syracuse Biomaterials Institute, Syracuse University, Syracuse, New York
| | - Rastko Sknepnek
- Department of Physics and Syracuse Biomaterials Institute, Syracuse University, Syracuse, New York; Division of Physics, University of Dundee, Dundee, United Kingdom; Division of Computational Biology, University of Dundee, Dundee, United Kingdom
| | - M J Bowick
- Department of Physics and Syracuse Biomaterials Institute, Syracuse University, Syracuse, New York
| | - J M Schwarz
- Department of Physics and Syracuse Biomaterials Institute, Syracuse University, Syracuse, New York.
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Abstract
The brain is comprised of four primary cell types including neurons, astrocytes, microglia and oligodendrocytes. Though they are not the most abundant cell type in the brain, neurons are the most widely studied of these cell types given their direct role in impacting behaviors. Other cell types in the brain also impact neuronal function and behavior via the signaling molecules they produce. Neuroscientists must understand the interactions between the cell types in the brain to better understand how these interactions impact neural function and disease. To date, the most common method of analyzing protein or gene expression utilizes the homogenization of whole tissue samples, usually with blood, and without regard for cell type. This approach is an informative approach for examining general changes in gene or protein expression that may influence neural function and behavior; however, this method of analysis does not lend itself to a greater understanding of cell-type-specific gene expression and the effect of cell-to-cell communication on neural function. Analysis of behavioral epigenetics has been an area of growing focus which examines how modifications of the deoxyribonucleic acid (DNA) structure impact long-term gene expression and behavior; however, this information may only be relevant if analyzed in a cell-type-specific manner given the differential lineage and thus epigenetic markers that may be present on certain genes of individual neural cell types. The Fluorescence Activated Cell Sorting (FACS) technique described below provides a simple and effective way to isolate individual neural cells for the subsequent analysis of gene expression, protein expression, or epigenetic modifications of DNA. This technique can also be modified to isolate more specific neural cell types in the brain for subsequent cell-type-specific analysis.
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Affiliation(s)
- Jaclyn M Schwarz
- Department of Psychological and Brain Sciences, University of Delaware;
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50
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Abstract
We construct and analyze a model for a disordered linear spring network with anisotropy. The modeling is motivated by, for example, granular systems, nematic elastomers, and ultimately cytoskeletal networks exhibiting some underlying anisotropy. The model consists of a triangular lattice with two different bond occupation probabilities, p(x) and p(y), for the linear springs. We develop an effective medium theory (EMT) to describe the network elasticity as a function of p(x) and p(y). We find that the onset of rigidity in the EMT agrees with Maxwell constraint counting. We also find beyond linear behavior in the shear and bulk modulus as a function of occupation probability in the rigid phase for small strains, which differs from the isotropic case. We compare our EMT with numerical simulations to find rather good agreement. Finally, we discuss the implications of extending the reach of effective medium theory as well as draw connections with prior work on both anisotropic and isotropic spring networks.
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Affiliation(s)
- T Zhang
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA
| | - J M Schwarz
- Department of Physics, Syracuse University, Syracuse, New York 13244, USA
| | - Moumita Das
- School of Physics and Astronomy, Rochester Institute of Technology, Rochester, New York 14623, USA
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