<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2023.1273039</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Short-term memory impairment following recovery from systemic inflammation induced by lipopolysaccharide in mice</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Morimoto</surname>
<given-names>Kohei</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2423097/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Watanuki</surname>
<given-names>Shu</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2429185/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Eguchi</surname>
<given-names>Ryota</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2401338/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kitano</surname>
<given-names>Taisuke</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2400267/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Otsuguro</surname>
<given-names>Ken-ichi</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2385400/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Laboratory of Pharmacology, Department of Basic Veterinary Sciences, Faculty of Veterinary Medicine, Hokkaido University</institution>, <addr-line>Sapporo</addr-line>, <country>Japan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Laboratory of Veterinary Biochemistry, School of Veterinary Medicine, Kitasato University</institution>, <addr-line>Aomori</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Willayat Yousuf Wani, Northwestern University, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Ahmed B. Montaser Montaser, University of Eastern Finland, Finland; Masaru Tanaka, University of Szeged (ELKH-SZTE), Hungary</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Ken-ichi Otsuguro, <email>otsuguro@vetmed.hokudai.ac.jp</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>17</volume>
<elocation-id>1273039</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Morimoto, Watanuki, Eguchi, Kitano and Otsuguro.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Morimoto, Watanuki, Eguchi, Kitano and Otsuguro</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The relationship between neuroinflammation and mental disorders has been recognized and investigated for over 30 years. Diseases of systemic or peripheral inflammation, such as sepsis, peritonitis, and infection, are associated with increased risk of mental disorders with neuroinflammation. To elucidate the pathogenesis, systemic administration of lipopolysaccharide (LPS) in mice is often used. LPS-injected mice exhibit behavioral abnormalities with glial activation. However, these studies are unlikely to recapitulate the clinical pathophysiology of human patients, as most studies focus on the acute inflammatory response with systemic symptoms occurring within 24 h of LPS injection. In this study, we focus on the effects of LPS on behavioral abnormalities following recovery from systemic symptoms and investigate the mechanisms of pathogenesis. Several behavioral tests were performed in LPS-injected mice, and to assess neuroinflammation, the time course of the morphological change and expression of inflammatory factors in neurons, astrocytes, and microglia were investigated. At 7&#x2009;days post-LPS injection, mice exhibited short-term memory impairment accompanied by the suppression of neuronal activity and increases in morphologically immature spines. Glial cells were transiently activated in the hippocampus concomitant with upregulation of the microglial phagocytosis marker CD68 3 days after injection. Here we show that transient glial cell activation in the acute response phase affects neuronal activity and behavior following recovery from systemic symptoms. These findings provide novel insights for studies using the LPS-induced inflammation model and that will contribute to the development of treatments for mental disorders of this etiology.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical abstract</title>
<p>Pathological conditions of short-term memory impairment with hippocampal neuroinflammation in LPS-injected mice</p>
<p><graphic xlink:href="fnins-17-1273039gr0001.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/></p>
</abstract>
<kwd-group>
<kwd>lipopolysaccharide</kwd>
<kwd>neuroinflammation</kwd>
<kwd>dendritic spine</kwd>
<kwd>memory</kwd>
<kwd>astrocyte</kwd>
<kwd>microglia</kwd>
<kwd>hippocampus</kwd>
<kwd>gliosis</kwd>
</kwd-group>
<counts>
<fig-count count="9"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="75"/>
<page-count count="15"/>
<word-count count="9949"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neurodegeneration</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1.</label>
<title>Introduction</title>
<p>Mental disorders have become a major public health burden in many countries and are estimated to cause a loss of US $16 trillion over 20&#x2009;years in the global economy (<xref ref-type="bibr" rid="ref54">Patel et al., 2018</xref>). The monoamine hypothesis has been considered to be an underlying mechanism of mental disorders for more than half a century (<xref ref-type="bibr" rid="ref31">Hirschfeld, 2000</xref>). Antidepressants and antipsychotics have been developed based on this hypothesis, but many patients are refractory to treatments targeting this regulatory mechanism, supporting the likelihood of additional regulatory mechanisms such as the neuroplasticity and neurogenesis hypotheses (<xref ref-type="bibr" rid="ref13">Boku et al., 2018</xref>). The relationship between neuroinflammation and mental disorders has been recognized and investigated for over 30&#x2009;years (<xref ref-type="bibr" rid="ref44">Maes et al., 1992</xref>; <xref ref-type="bibr" rid="ref57">Roohi et al., 2021</xref>). Clinical studies have demonstrated that patients with systemic or peripheral inflammatory diseases such as sepsis, enteritis, periodontitis, and infection are at increased risk for mental disorders such as major depressive disorder, dementia, schizophrenia, and Alzheimer&#x2019;s disease (<xref ref-type="bibr" rid="ref5">Arias et al., 2012</xref>; <xref ref-type="bibr" rid="ref22">Davydow et al., 2013</xref>; <xref ref-type="bibr" rid="ref19">Choi et al., 2019</xref>; <xref ref-type="bibr" rid="ref63">Sharma et al., 2021</xref>). In addition, meta-analyses have revealed that brain and blood levels of inflammatory factors are increased in patients with mental disorders (<xref ref-type="bibr" rid="ref74">Yuan et al., 2019</xref>; <xref ref-type="bibr" rid="ref25">Dunn et al., 2020</xref>).</p>
<p>To elucidate the pathogenesis of these debilitating diseases, several rodent models of inflammation-induced mental disorders have been developed (<xref ref-type="bibr" rid="ref52">Nazem et al., 2015</xref>; <xref ref-type="bibr" rid="ref51">Na and Krishnamoorthy, 2021</xref>; <xref ref-type="bibr" rid="ref68">Tamura et al., 2022</xref>). Among these models, systemic administration of lipopolysaccharide (LPS), a bacterial toxin, is often used, and LPS-injected mice exhibit abnormalities such as depressive-, anxiety-, and cognitive disorder-like behavior with neuroinflammation in some contexts (<xref ref-type="bibr" rid="ref65">Song and Wang, 2011</xref>; <xref ref-type="bibr" rid="ref32">Hoogland et al., 2015</xref>). Acute glial cell activation with morphological changes is observed within 24&#x2009;h of LPS injection (<xref ref-type="bibr" rid="ref14">Bowyer et al., 2020</xref>), and plays a central role in neuroinflammation. Several studies reveal that microglia, the brain&#x2019;s resident innate immune cells, are activated by LPS, resulting in increased production of inflammatory cytokines and enhanced phagocytosis (<xref ref-type="bibr" rid="ref27">Fricker et al., 2012</xref>; <xref ref-type="bibr" rid="ref43">Lively and Schlichter, 2018</xref>; <xref ref-type="bibr" rid="ref35">Jiang et al., 2022</xref>). Additionally, reactive astrocytes response to LPS increase permeability of the blood&#x2013;brain barrier (BBB) triggering a more drastic neuroinflammation, and change the balance between release and uptake of neurotransmitters in tripartite synapses (<xref ref-type="bibr" rid="ref53">Pascual et al., 2012</xref>; <xref ref-type="bibr" rid="ref55">Peng et al., 2021</xref>). Astrocytes can also release inflammatory cytokines, as prior reports, including our own, have demonstrated astrocytic cytokine production (<xref ref-type="bibr" rid="ref49">Morimoto et al., 2020</xref>, <xref ref-type="bibr" rid="ref48">2021</xref>, <xref ref-type="bibr" rid="ref50">2022</xref>). Activated glial cells can accelerate neurodegeneration, resulting in functional impairment <italic>via</italic> disturbed synaptic plasticity, neural connectivity, and neurotransmitter balance (<xref ref-type="bibr" rid="ref3">Almeida et al., 2020</xref>; <xref ref-type="bibr" rid="ref12">Bennett and Viaene, 2021</xref>). Therefore, it is important to elucidate and control the pathogenesis of LPS-induced neuroinflammation, especially glial cell activation, for the treatment development.</p>
<p>However, these studies using the LPS model are unlikely to recapitulate the clinical pathophysiology of human patients, as most studies focus on the acute inflammatory response occurring within 24&#x2009;h of LPS injection (<xref ref-type="bibr" rid="ref71">Yin et al., 2023</xref>). This compromises clinical relevance for two reasons: the timepoint of previous studies using the LPS model is unlikely to be consistent with human disease progression; for example, clinical sepsis and peritonitis patients develop cognitive dysfunction after recovery from acute symptoms (<xref ref-type="bibr" rid="ref30">Hernandez-Ruiz et al., 2022</xref>; <xref ref-type="bibr" rid="ref41">Li et al., 2022</xref>). Secondly, the results of behavioral tests conducted within 24&#x2009;h after LPS injection could be affected by both aberrations in brain function and systemic deficits, as significant systemic symptoms can occur in these rodent models. Therefore, behavioral tests should be conducted at least a few days following LPS challenge, after recovery from systemic and acute symptoms, and the time course of neuroinflammatory conditions during the period should also be investigated.</p>
<p>In the present study, we conducted several behavioral tests for the purpose of elucidating behavioral abnormalities in LPS-injected mice following recovery from systemic and acute symptoms. We subsequently investigated the hippocampal CA1 region, which is associated with short-term memory, and comprehensively investigated the pathological sequalae of neurons, astrocytes, and microglia to elucidate the underlying regulatory mechanisms for the pathogenesis.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2.</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1.</label>
<title>Animals</title>
<p>Prior to initiating studies, all animal care and experimental protocols were approved by the Committee on Animal Experimentation, Faculty of Veterinary Medicine, Hokkaido University (No. 19&#x2013;0079), which was awarded Accreditation Status by the Association for Assessment and Accreditation of Laboratory Animal Care International (AAALAC International). C57BL/6&#x2009;N mice were obtained from CLEA Japan (Tokyo, Japan). All mice were maintained at 22&#x2009;&#x00B1;&#x2009;4&#x00B0;C under a 12/12&#x2009;h light/dark cycle (7&#x2009;am&#x2013;7&#x2009;pm) with <italic>ad libitum</italic> food and water access. Male mice (11&#x2013;14&#x2009;weeks) were used for experiments.</p>
</sec>
<sec id="sec4">
<label>2.2.</label>
<title>LPS treatment</title>
<p>LPS (#L2630, <italic>Escherichia coli</italic> O111:B4) was purchased from Sigma-Aldrich (St. Louis, MO, United States). A stock solution (10&#x2009;mg/mL) was prepared in distilled water and stored at &#x2212;20&#x00B0;C until injection. Mice received a single-dose intraperitoneal (<italic>i.p.</italic>) injection of LPS (1 or 3&#x2009;mg/kg body weight) in saline (10&#x2009;mL/kg body weight) at 7&#x2009;pm (at the end of the light cycle). Mice were used for each experiment after the recovery periods outlined for specific experiments described as on days 0&#x2013;7.</p>
</sec>
<sec id="sec5">
<label>2.3.</label>
<title>Behavioral tests</title>
<p>All behavioral tests and measurements of body weight and water intake were conducted at 7&#x2009;pm. We selected seven behavioral tests commonly used in LPS-injected mouse models to evaluate brain functions and abnormalities such as spontaneous activity, anhedonia, anxiety-, depression-like behavior, and memory (<xref ref-type="bibr" rid="ref71">Yin et al., 2023</xref>). In all behavioral tests, all apparatuses were wiped with 70% EtOH after each mouse use to prevent smell from affecting animal behavior.</p>
<sec id="sec6">
<label>2.3.1.</label>
<title>Open field test</title>
<p>Mice were placed in the center of an open field apparatus (45&#x2009;cm&#x2009;&#x00D7;&#x2009;45&#x2009;cm&#x2009;&#x00D7;&#x2009;45&#x2009;cm) and allowed to explore freely for 10&#x2009;min. All areas of the open field were recorded using a digital camera and behavioral analysis was performed automatically using the Mouse Behavioral Analysis Toolbox (MouBeAT) as described (<xref ref-type="bibr" rid="ref11">Bello-Arroyo et al., 2018</xref>). Total distance traveled was used as an evaluation of spontaneous activity, and total freezing time and time spent in the center (27&#x2009;cm&#x2009;&#x00D7;&#x2009;27&#x2009;cm) were used as an evaluation of anxiety-like behavior (<xref ref-type="bibr" rid="ref61">Sestakova et al., 2013</xref>).</p>
</sec>
<sec id="sec7">
<label>2.3.2.</label>
<title>Sucrose preference test</title>
<p>Two drinking water bottles were placed in the home cages and made freely accessible to the mice. For a 3&#x2009;day habituation period, both bottles were filled with 1% sucrose for the first day, and for the subsequent 2&#x2009;days, one bottle was filled with 1% sucrose and the other with distilled water. LPS was injected after the 3&#x2009;day habituation, and intake of 1% sucrose and distilled water were measured every 24&#x2009;h. Bottle locations were switched daily to avoid intake depending on position. The percentage of 1% sucrose intake relative to total water intake was used as an indicator of anhedonia (<xref ref-type="bibr" rid="ref42">Liu et al., 2018</xref>).</p>
</sec>
<sec id="sec8">
<label>2.3.3.</label>
<title>Y-maze test</title>
<p>Mice were placed in a Y-shape apparatus consisting of three arms (length 30&#x2009;cm, width 6&#x2009;cm) and allowed to freely move among the three arms. Alternation scores were measured as described previously (<xref ref-type="bibr" rid="ref46">Miedel et al., 2017</xref>), using the number of total arm entries and the number of three consecutive entries into different arms. Alternation scores were evaluated automatically using MouBeAT software and considered an indicator of working memory (<xref ref-type="bibr" rid="ref39">Kraeuter et al., 2019</xref>).</p>
</sec>
<sec id="sec9">
<label>2.3.4.</label>
<title>Forced swimming test</title>
<p>A 3,000&#x2009;mL plastic beaker (diameter 15&#x2009;cm) was filled with water (25&#x00B0;C, height 23&#x2009;cm) to a level that prevented mice from touching the bottom. Mice were placed in the beaker for 6&#x2009;min. Immobility time, defined as the time that the mouse&#x2019;s head and limbs did not move, was used as an indicator of depression-like behavior (<xref ref-type="bibr" rid="ref70">Yankelevitch-Yahav et al., 2015</xref>). Immobility time was measured visually by human scorers during the last 5&#x2009;min of the test.</p>
</sec>
<sec id="sec10">
<label>2.3.5.</label>
<title>Elevated plus maze test</title>
<p>Mice were placed in the center of an apparatus consisting of two open arms (length 30&#x2009;cm, width 6&#x2009;cm), a central platform (6&#x2009;cm&#x2009;&#x00D7;&#x2009;6&#x2009;cm), and two closed arms (30&#x2009;cm&#x2009;&#x00D7;&#x2009;6&#x2009;cm). The closed arms were enclosed by walls (height 30&#x2009;cm) and located 63&#x2009;cm above the floor. Mice were allowed to move freely for 10&#x2009;min. All areas of the maze were recorded using a digital camera and behavioral analysis was performed automatically using MouBeAT. The time spent in each arm was measured, and the time spent in the closed arm was used as an indicator of anxiety-like behavior (<xref ref-type="bibr" rid="ref61">Sestakova et al., 2013</xref>).</p>
</sec>
<sec id="sec11">
<label>2.3.6.</label>
<title>Novel object recognition test</title>
<p>The novel object recognition test (NORT) consisted of three stages: habituation, training, and testing, and was conducted 5, 6, and 7&#x2009;days after LPS injection. An open field (30&#x2009;cm&#x2009;&#x00D7;&#x2009;30&#x2009;cm) with no objects in the habituation section, a field with two identical objects in the training section, and a field with one of the objects replaced by a novel object in the test section, as described previously (<xref ref-type="bibr" rid="ref40">Leger et al., 2013</xref>). Mice were allowed to move freely in these fields for 10&#x2009;min. A T25 flask was used as the original object and a 50&#x2009;mL tube was used as the novel object. Mice were tested to ensure that there was no difference in potential preference between the two objects (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1A</xref>). The times that the mouse spent actively exploring each object, defined as having its nose pointed at the object, were used as the exploration time. In the test section, the time difference was determined from the time the mouse was placed in the field to the time it first explored each object (original object - novel object (s)). The exploration time and the time difference were evaluated automatically using the MouBeAT and used as an indicator of short-term memory (<xref ref-type="bibr" rid="ref18">Chesworth et al., 2018</xref>).</p>
</sec>
<sec id="sec12">
<label>2.3.7.</label>
<title>Object location recognition test</title>
<p>The object location recognition test (OLRT) was identical to NORT until the training section, in which one of the objects is moved to a new location (opposite corner) instead of being replaced by a novel object in the test section. The exploration time and the time difference were evaluated automatically using the MouBeAT and used as an indicator of short-term memory (<xref ref-type="bibr" rid="ref18">Chesworth et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="sec13">
<label>2.4.</label>
<title>Endotoxin assay</title>
<p>A ToxinSensor&#x2122; Chromogenic LAL Endotoxin Assay Kit (GenScript, NJ, United States) was used to quantify endotoxin levels of the plasma and brain. Mice were anesthetized by inhalation of isoflurane (Pfizer, New York, NY, United States). Blood samples were taken from anesthetized animals by direct cardiac stick and mixed with EDTA. After perfusion with 10&#x2009;mL saline, the whole brain was isolated, weighed, and homogenized in 1&#x2009;mL distilled water. Blood and brain samples were centrifuged at 1,500&#x2009;&#x00D7;&#x2009;g, and supernatants were used as samples. Endotoxin levels were quantified according to manufacturer&#x2019;s instructions. All equipment used for the experiment was endotoxin-free. Endotoxin levels were quantified as endotoxin units (EU) in plasma volume (EU/mL) and as EU per brain wet weight (EU/g).</p>
</sec>
<sec id="sec14">
<label>2.5.</label>
<title>Evaluation of blood&#x2013;brain barrier permeability</title>
<p>BBB permeability was evaluated using Evans blue dye, which binds to albumin in blood, as described (<xref ref-type="bibr" rid="ref45">Manaenko et al., 2011</xref>). Evans blue (2% w/v) was injected <italic>i.p.</italic> (4&#x2009;mL/kg body weight), and 3&#x2009;h later, mice were anesthetized by inhalation of isoflurane and perfused with 10&#x2009;mL saline. Then, the whole brain was isolated, weighed, and homogenized in 100% trichloroacetic acid. The brain sample was incubated at 4&#x00B0;C for at least 12&#x2009;h and then centrifuged at 500&#x2009;&#x00D7;&#x2009;g, and the supernatants were used for measurement of absorbance at 610&#x2009;nm using a microplate reader (SH-1000; Corona Electric, Hitachinaka, Japan). Brain Evans blue amounts were calculated using a standard curve and normalized to brain wet weight (g Evans blue/g wet brain weight). Brain dry weight was measured after the wet brain was incubated at 60&#x00B0;C for at least 12&#x2009;h. The water content (%) was determined from the difference in the wet and dry weights divided by the wet weight.</p>
</sec>
<sec id="sec15">
<label>2.6.</label>
<title>Immunohistochemistry</title>
<p>Mice were anesthetized by inhalation of isoflurane and perfused with 4% paraformaldehyde (PFA) in phosphate-buffered saline (PBS). Whole brains were isolated and fixed with 4% PFA overnight at 4&#x00B0;C. Brains were then glued to a slicer stage (LinearSlicer Pro7, Dosaka EM, Kyoto, Japan), flooded in PBS, and cut into 50&#x2009;&#x03BC;m coronal slices. Slices were blocked with a blocking buffer composed of 10% goat serum, 0.5% Triton X-100, and 0.05% sodium azide in PBS at room temperature (RT) for 2&#x2009;h. Slices were incubated with primary antibodies (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>) at 4&#x00B0;C for at least 12&#x2009;h, and then with Alexa Fluor 488- (#A11008, 1:500, Thermo Fisher Scientific, MA, United States) and/or 555- (#A21422, 1:500) conjugated goat anti-rabbit or mouse antibody at RT for 90&#x2009;min. Slices were mounted onto glass slides with DAPI-Fluoromount G (SouthernBiotech, Birmingham, AL, United States). Images were captured using a laser scanning confocal microscope (LSM 700, Carl Zeiss, Oberkochen, Germany) with a 40&#x2009;&#x00D7;&#x2009;lens objective. The images were comprised of 30&#x2009;&#x03BC;m Z-stacks consisting of 31 optical slices of 1&#x2009;&#x03BC;m thickness by maximum intensity projection. The mean intensity or areas of GFAP, Iba-1, and CD68 were analyzed by ImageJ software (National Institutes of Health, MD, United States) and normalized to the control, which was arbitrarily set to a value of &#x201C;1.0.&#x201D;</p>
</sec>
<sec id="sec16">
<label>2.7.</label>
<title>Staining of degenerating neurons</title>
<p>PathoGreen&#x2122; Histofluorescent Stain (Biotium, CA, United States) was used to detect neuronal degeneration. Experiments were performed according to manufacturer&#x2019;s instructions. Briefly, the brain was perfused and fixed with 4% PFA overnight at 4&#x00B0;C. Then, the brain was cut into 50&#x2009;&#x03BC;m coronal slices, which were dried at 60&#x00B0;C for 30&#x2009;min. Slices were incubated with 0.06% KMnO<sub>4</sub> and 1,000&#x2009;&#x00D7;&#x2009;PathoGreen&#x2122; stock solution at RT for 10&#x2009;min each. After air drying, slices were incubated with xylene and mounted onto glass slides. Images were captured using a laser scanning confocal microscope with a 40&#x2009;&#x00D7;&#x2009;lens objective.</p>
</sec>
<sec id="sec17">
<label>2.8.</label>
<title>Golgi-cox staining</title>
<p>Golgi-Cox staining was performed as described previously, but with partial modification (<xref ref-type="bibr" rid="ref10">Bayram-Weston et al., 2016</xref>). The brain was perfused and fixed with 4% PFA overnight at 4&#x00B0;C, and incubated with a solution consisting of 1.04% Hg<sub>2</sub>Cl<sub>2</sub>, 1.04% K<sub>2</sub>Cr<sub>2</sub>O<sub>7</sub>, and 0.83% K<sub>2</sub>CrO<sub>4</sub> in distilled water at RT for 2&#x2009;weeks. The brain was incubated with 25% sucrose at RT for 6&#x2009;h and subsequently cut into 100&#x2009;&#x03BC;m coronal slices. After air drying, slices were incubated with 28% ammonia for 10&#x2009;min. Slices were then incubated with xylene and mounted onto glass slides. Images were captured using a fluorescence microscope (BZ-9000, KEYENCE, Osaka, Japan) with a 100&#x2009;&#x00D7;&#x2009;lens objective. Morphological evaluation of dendritic spines was conducted automatically using the application &#x201C;Reconstruction<xref rid="fn0001" ref-type="fn"><sup>1</sup></xref>&#x201D; as described (<xref ref-type="bibr" rid="ref56">Risher et al., 2014</xref>). Five neurons were randomly selected from slices obtained from one mouse, and one dendrite &#x003E;30&#x2009;&#x03BC;m was measured per neuron. The average of the dendritic spine values per mouse was used as an independent data point.</p>
</sec>
<sec id="sec18">
<label>2.9.</label>
<title>Evaluation of glial cell morphology</title>
<p>Morphological features of astrocytes and microglia were assessed using confocal Z-stack images of GFAP and Iba-1 staining, respectively. Astrocytes were analyzed using SMorph as described previously (<xref ref-type="bibr" rid="ref62">Sethi et al., 2021</xref>), and microglia were analyzed using ImageJ software as described (<xref ref-type="bibr" rid="ref72">Young and Morrison, 2018</xref>). All glial cells in one image (approximately 60 cells) per mouse were analyzed. Principal component (PC) analysis was performed using the statistical analysis software JMP&#x00AE; 17 (SAS Institute, Inc., Cary, NC, United States) for astrocytic and microglial morphology using the morphological parameters shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figures S2, S3</xref>.</p>
</sec>
<sec id="sec19">
<label>2.10.</label>
<title>RNA extraction and RT-qPCR analyses</title>
<p>Total RNA was extracted from whole hippocampi using RNAiso Plus (Takara Bio, Tokyo, Japan). To remove genomic DNA and synthesize cDNA, RNA samples were then incubated with qPCR RT Master Mix with gDNA Remover (TOYOBO, Osaka, Japan). Real-time PCR was performed using Thunderbird SYBR qPCR Mix (TOYOBO), oligonucleotides, and the cDNA reaction solution. Primer sequences are provided in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>. Thermal cycles were performed using an Eco Real-Time PCR System (Illumina, San Diego, CA, United States). Cycling conditions were 95&#x00B0;C for 1&#x2009;min (initial denaturation), followed by 40&#x2009;cycles of denaturation (95&#x00B0;C, 15&#x2009;s), annealing, and extension (63&#x00B0;C, 30&#x2009;s). RNAs without reverse transcription were used as negative controls to determine if DNA contamination was present, as indicated by lack of amplification by real-time PCR. Melt curve analysis confirmed that only one amplicon was produced by each reaction. The expression levels of factors relative to <italic>Gapdh</italic> were calculated using the &#x0394;&#x0394;Cq method and experimental results were normalized to the control, which was arbitrarily set to a value of &#x201C;1.0.&#x201D;</p>
</sec>
<sec id="sec20">
<label>2.11.</label>
<title>Data and statistical analysis</title>
<p>All studies were designed to generate groups of equal size using randomization and blinded analysis. Data are expressed as means &#x00B1; S.E.M. (<italic>n</italic>&#x2009;=&#x2009;number of independent measurements) of at least five independent experiments (biological replicates). Statistical comparisons between two groups were conducted using the unpaired Student&#x2019;s t-tests. For multiple comparisons, one-way ANOVAs followed by the Dunnett&#x2019;s test or Tukey&#x2019;s test were used. Post-hoc tests were performed only if F achieved <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 and there was no significant inhomogeneity of variance. <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 was considered statistically significant. All statistical analysis was performed using the statistical analysis software JMP&#x00AE; 17.</p>
</sec>
</sec>
<sec sec-type="results" id="sec21">
<label>3.</label>
<title>Results</title>
<sec id="sec22">
<label>3.1.</label>
<title>LPS caused systemic symptoms and behavioral abnormalities 24&#x2009;h after injection</title>
<p>We first conducted behavioral tests in mice 24&#x2009;h after LPS injection, as reported in many previous studies. LPS injection (1&#x2009;mg/kg<italic>, i.p.</italic>) decreased time spent in center, increased total freezing time in the open field test, and increased total immobility time in the forced swimming test (<xref rid="fig1" ref-type="fig">Figures 1A</xref>,<xref rid="fig2" ref-type="fig">B</xref>). In addition, sucrose preference decreased during the first 24&#x2009;h following LPS injection (<xref rid="fig1" ref-type="fig">Figure 1C</xref>), but notably, body weight and water intake decreased significantly (<xref rid="fig1" ref-type="fig">Figures 1D</xref>,<xref rid="fig2" ref-type="fig">E</xref>). Total distance traveled in the open field test, an indicator of spontaneous activity, also decreased (<xref rid="fig1" ref-type="fig">Figure 1A</xref>). These results were indicative that the anxiety- and depression-like behavior observed in these behavioral tests could reflect the effects of systemic symptoms.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Systemic mouse symptoms and behavioral abnormalities 24&#x2009;h following LPS injection. <bold>(A)</bold> Time spent in center (s), total freezing time (s), total distance traveled (cm), and representative image of mouse trace and heat map in open field test (10&#x2009;min) with mice 24&#x2009;h following LPS injection (1&#x2009;mg/kg, <italic>i.p.</italic>, single dose). <italic>n</italic>&#x2009;=&#x2009;5 mice/group. <bold>(B)</bold> Total immobility time (s) in forced swimming test (5&#x2009;min) in mice 24&#x2009;h after LPS injection. <italic>n</italic>&#x2009;=&#x2009;5 mice/group. <bold>(C)</bold> Ratio of sucrose intake (%) over 24&#x2009;h following LPS injection in sucrose preference test. <italic>n</italic>&#x2009;=&#x2009;6 mice/group. <bold>(D,E)</bold> Change ratio (%) of body weight <bold>(D)</bold> and water intake <bold>(E)</bold> in mice 24&#x2009;h after LPS injection. n&#x2009;=&#x2009;6 mice/group. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (unpaired Student&#x2019;s t-test). All data are expressed as means &#x00B1; S.E.M.</p>
</caption>
<graphic xlink:href="fnins-17-1273039-g001.tif"/>
</fig>
</sec>
<sec id="sec23">
<label>3.2.</label>
<title>LPS caused short-term memory impairment after recovery from systemic symptoms 7&#x2009;days after injection</title>
<p>Next, we examined whether mice had recovered from systemic symptoms 7&#x2009;days after LPS injection (3&#x2009;mg/kg, <italic>i.p</italic>.). Body weight and water intake decreased after LPS injection, which was lowest on day 1 or 2 but recovered by day 7 (<xref rid="fig2" ref-type="fig">Figures 2A</xref>,<xref rid="fig2" ref-type="fig">B</xref>), and LPS injection 7&#x2009;days prior did not affect the total distance traveled in any behavioral tests (<xref rid="fig2" ref-type="fig">Figures 2D</xref>,<xref rid="fig2" ref-type="fig">E</xref>, <xref rid="fig3" ref-type="fig">3A</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figures S1B,C</xref>). These results suggested that LPS-injected mice recovered from systemic symptoms on day 7. We then conducted multiple behavioral tests on day 7. LPS injection 7&#x2009;days prior did not affect the sucrose preference test, forced swimming test, open field test, or elevated plus maze test, which were conducted to evaluate anhedonia-, depression-, and anxiety-behaviors (<xref rid="fig2" ref-type="fig">Figures 2C</xref>&#x2013;<xref rid="fig2" ref-type="fig">E</xref>). Prior LPS injection also did not affect the results of the Y-maze test, which was conducted to evaluate working memory (<xref rid="fig3" ref-type="fig">Figure 3B</xref>). Next, NORT and OLRT were conducted to evaluate short-term memory. In NORT, the control group exhibited a significant increase in the percentage of exploration time of the novel object in the test section, compared with that of the original object in the training section (<xref rid="fig3" ref-type="fig">Figure 3C</xref>). Meanwhile, the LPS group exhibited no increase in the percentage between original and novel objects. There was also a significant difference in the percentage between the control and LPS groups in the test section. Furthermore, we measured the time difference between the first exploration of the novel object and the original object by mice in the test section. The control group explored the novel object earlier than the original object, but the LPS group hardly exhibited any difference between the time to explore each object (<xref rid="fig3" ref-type="fig">Figure 3D</xref>). In OLRT, the percentage of exploration time increased for the moved object in the control group, but not in the LPS group (<xref rid="fig3" ref-type="fig">Figure 3E</xref>). There was no difference in object recognition time between the two groups (<xref rid="fig3" ref-type="fig">Figure 3F</xref>). These results suggest that short-term memory impairment was present on day 7 following LPS injection, after recovery from systemic symptoms.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>General locomotor activity levels and depression/anxiety-like behavior 7&#x2009;days after LPS injection. <bold>(A)</bold> Change ratio (%) of body weight 0&#x2013;7&#x2009;days after LPS injection (3&#x2009;mg/kg, <italic>i.p.</italic>, single dose). n&#x2009;=&#x2009;8 mice/group. <bold>(B)</bold> Weight (g, left) and ratio (%, right) of sucrose intake or distilled water every 24&#x2009;h with mice &#x2212;1&#x2009;&#x2212;&#x2009;7&#x2009;days after LPS injection in sucrose preference test. <italic>n</italic>&#x2009;=&#x2009;5 mice/group. <bold>(C&#x2013;E)</bold> Total immobility time (s) in forced swimming test (5&#x2009;min, <bold>C</bold>), time spent in center (s), total freezing time (s), and total distance traveled <bold>(cm)</bold> in open field test (10&#x2009;min, <bold>D</bold>), and time spent in each arm (s) and total distance traveled (cm) in elevated plus maze test (10&#x2009;min, <bold>E</bold>) 7&#x2009;days after LPS injection. Sal: saline. <italic>n</italic>&#x2009;=&#x2009;6 mice/group. All data are expressed as means &#x00B1; S.E.M.</p>
</caption>
<graphic xlink:href="fnins-17-1273039-g002.tif"/>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Effects of LPS on working memory and short-term memory 7&#x2009;days after injection. <bold>(A,B)</bold> Total distance traveled (cm, <bold>A</bold>), alternation score (%, <bold>B</bold>), and representative image of mouse traces in Y-maze tests (8&#x2009;min) 7&#x2009;days after LPS injection (3&#x2009;mg/kg, <italic>i.p.</italic>, single dose). Sal: saline. <italic>n</italic>&#x2009;=&#x2009;8 mice/group. <bold>(C&#x2013;F)</bold> Difference in first recognition time (s), exploration time of novel or moved object (%), and representative images of mouse traces and heat maps in novel object recognition tests <bold>(C,D)</bold> or object location recognition tests <bold>(E,F)</bold> 7&#x2009;days after LPS injection. Red arrow: novel or moved object. <italic>n</italic>&#x2009;=&#x2009;9&#x2013;10 mice/group. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 (unpaired Student&#x2019;s <italic>t</italic>-test). Means with the different letter are significantly different and with the same letter are not significantly different from each other (Tukey&#x2019;s test, <bold>C</bold>), <sup>#</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 (Tukey&#x2019;s test, <bold>E</bold>). All data are expressed as means &#x00B1; S.E.M.</p>
</caption>
<graphic xlink:href="fnins-17-1273039-g003.tif"/>
</fig>
</sec>
<sec id="sec24">
<label>3.3.</label>
<title>LPS suppressed neuronal activity accompanied by increased hippocampal immature dendritic spines</title>
<p>As short-term memory impairment was detected on day 7 post-LPS, multiple pathologies were investigated. Plasma LPS level increased to 1.5&#x2009;&#x00B1;&#x2009;0.1 EU/mL 24&#x2009;h after LPS <italic>i.p.</italic> injection (<xref rid="fig4" ref-type="fig">Figure 4A</xref>). Brain LPS levels were also significantly increased 24&#x2009;h after LPS injection. Because this finding was suggestive of BBB breakdown, we evaluated BBB permeability by measuring migration of Evans blue into the brain and measuring brain water content as an indicator of cerebral edema. Neither index changed significantly on days 0, 1, 3, or 7 post-LPS injection (<xref rid="fig4" ref-type="fig">Figures 4B</xref>,<xref rid="fig4" ref-type="fig">C</xref>), suggesting that permeability of the BBB did not change. To evaluate neuronal survival in the CA1 area of the hippocampus, which is associated with short-term memory, the density of NeuN-positive cells was quantified, and neuronal cell death was detected by PathoGreen&#x2122; staining. The densities of live and dead neurons were not changed on days 0, 1, 3, and 7 post-LPS injection (<xref rid="fig4" ref-type="fig">Figures 4D</xref>,<xref rid="fig4" ref-type="fig">E</xref>). Based on these results, the experimental conditions of LPS injection used in this study increased the amount of toxin in the blood and brain, but did not affect the BBB or neuronal survival.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Effects of LPS on blood&#x2013;brain barrier permeability and neuronal survival. <bold>(A)</bold> Endotoxin level detected by endotoxin assay (LAL tests) of plasma (EU/mL, left) and brain (EU/g, right) tissues of mice 24&#x2009;h after LPS injection (3&#x2009;mg/kg, <italic>i.p.</italic>, single dose). <italic>n</italic>&#x2009;=&#x2009;5 mice/group. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 (unpaired Student&#x2019;s <italic>t</italic>-test). <bold>(B,C)</bold> Evans blue content (&#x03BC;g/g) and brain representative images <bold>(B)</bold>, and whole-brain water content (wet-dry/wet, %, <bold>C</bold>) 0&#x2013;7&#x2009;days after LPS injection. p.c.: positive control (LPS 18&#x2009;mg/kg, <italic>i.p.</italic>, 18&#x2009;h). <italic>n</italic>&#x2009;=&#x2009;5 mice/group. <bold>(D)</bold> Representative NeuN-stained images of hippocampal CA1 regions 0&#x2013;7&#x2009;days after LPS injection (left) and NeuN-positive&#x2009;cell images (number of cells/image, right). Scale bar&#x2009;=&#x2009;100&#x2009;&#x03BC;m. <italic>n</italic>&#x2009;=&#x2009;6 mice/group. <bold>(E)</bold> Representative images of the hippocampal CA1 region stained with PathoGreen&#x2122;. p.c.: positive control (LPS 18&#x2009;mg/kg, <italic>i.p.</italic>, 18&#x2009;h). Scale bar&#x2009;=&#x2009;100&#x2009;&#x03BC;m. All data are expressed as means &#x00B1; S.E.M.</p>
</caption>
<graphic xlink:href="fnins-17-1273039-g004.tif"/>
</fig>
<p>Subsequently, we examined whether LPS affected CA1 neuronal activity. The density of cells positive for c-Fos, a measure of neuronal activity, was significantly decreased on day 7 (<xref rid="fig5" ref-type="fig">Figure 5A</xref>). The density and morphology of dendritic spines, which are composed of synapses, affect neuronal circuits and plasticity, contributing to memory and learning (<xref ref-type="bibr" rid="ref58">Runge et al., 2020</xref>). Golgi-Cox staining revealed that spine density did not change on day 7 (<xref rid="fig5" ref-type="fig">Figures 5B</xref>,<xref rid="fig5" ref-type="fig">C</xref>), but spine morphology was altered, which was characterized by elongated spines (<xref rid="fig5" ref-type="fig">Figure 5D</xref>). Because immature spines have an elongated morphology, spines were classified according to their morphology. The percentage of immature spines (long thin and thin) increased and the percentage of mature spines (mushroom and branched) decreased on day 7 (<xref rid="fig5" ref-type="fig">Figure 5E</xref>). Taken together, these findings demonstrate that LPS caused suppression of neuronal activity accompanied by increased immature CA1 dendritic spines on day 7.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Effects of LPS on neuronal activity and dendritic spine properties. <bold>(A)</bold> Representative c-Fos (green) and NeuN (red)-stained images in the hippocampal CA1 regions of mice 0 and 7&#x2009;days after LPS injection (3&#x2009;mg/kg, <italic>i.p.</italic>, single dose, left) and percentage of c-Fos-positive&#x2009;cells in NeuN-positive cells (right). Scale bar&#x2009;=&#x2009;100&#x2009;&#x03BC;m. n&#x2009;=&#x2009;6 mice/group. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 (unpaired Student&#x2019;s t-test). <bold>(B)</bold> Representative images in the hippocampal CA1 region stained with Golgi-Cox staining of mice 0&#x2013;7&#x2009;days after LPS injection. Scale bar&#x2009;=&#x2009;5&#x2009;&#x03BC;m. <bold>(C)</bold> Quantification of spine density (number of spines/&#x03BC;m) in the hippocampal CA1 region of mice 0&#x2013;7&#x2009;days after LPS injection. <italic>n</italic>&#x2009;=&#x2009;6 mice/group. <bold>(D,E)</bold> Quantification of length-to-width ratio <bold>(D)</bold> and classification (%, <bold>E</bold>) of the spines by morphology in the hippocampal CA1 region of mice 0 and 7&#x2009;days after LPS injection using the Reconstruct application. n&#x2009;=&#x2009;6 mice/group. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (unpaired Student&#x2019;s <italic>t</italic>-test). All data are expressed as means &#x00B1; S.E.M.</p>
</caption>
<graphic xlink:href="fnins-17-1273039-g005.tif"/>
</fig>
</sec>
<sec id="sec25">
<label>3.4.</label>
<title>LPS transiently activated glial cells, resulting in morphological changes</title>
<p>Spine density tended to decrease transiently on day 3 (<xref rid="fig5" ref-type="fig">Figure 5C</xref>). Because activated glial cells potentially phagocytose spines, leading to decreased spine density (<xref ref-type="bibr" rid="ref66">Stein and Zito, 2019</xref>), we subsequently investigated glial cell activation. GFAP and Iba-1, indicators of astrocyte and microglial activation, respectively, were detected by immunostaining (<xref rid="fig6" ref-type="fig">Figure 6A</xref>). In astrocytes, the density of GFAP-positive cells and mean GFAP fluorescence intensity increased on day 3 and recovered to baseline levels by day 7 (<xref rid="fig6" ref-type="fig">Figures 6B</xref>,<xref rid="fig6" ref-type="fig">C</xref>). Because astrocytic activation is strongly associated with morphological changes, we evaluated process morphology with the SMorph application, and performed PC analysis of 16 parameters (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). The first two PCs described approximately 56% of the observed variability in the data (<xref rid="fig6" ref-type="fig">Figure 6D</xref>). PC1 was increased on day 7, which significantly correlated with projected area and total branch length, and PC2 was increased on day 3, which was significantly correlated with average length of terminal branches and average branch width (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4A</xref>). According to these parameters, process widths and lengths increased on day 3, and process number and total length increased on day 7. In microglia, like in astrocytes, the density of Iba-1-positive cells and the mean fluorescence intensity of Iba-1 increased on day 3 and recovered to baseline levels on day 7 (<xref rid="fig6" ref-type="fig">Figures 6E</xref>,<xref rid="fig6" ref-type="fig">F</xref>), and the soma size of microglia increased significantly on days 1 and 3, which is characteristic of activated microglia (<xref rid="fig6" ref-type="fig">Figure 6G</xref>). We also performed PC analysis using six parameters for microglia (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>). The first two PCs accounted for approximately 85% of the observed variability in the data (<xref rid="fig6" ref-type="fig">Figure 6H</xref>). PC1 was increased on days 1 and 3, which was significantly correlated with the number of branches and junctions, and PC2 was increased on days 1 and 7, which was significantly correlated with average and maximum length of branches (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4B</xref>). According to these parameters, the number of processes increased on day 3, and process length significantly increased on days 1&#x2013;7 in microglia (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Effects of LPS on glial activation characterized by morphology. <bold>(A)</bold> Representative GFAP (red), Iba-1 (green), and DAPI (blue)-stained images in the hippocampal CA1 region of mice 0&#x2013;7&#x2009;days after LPS injection (3&#x2009;mg/kg, <italic>i.p.</italic>, single dose). Scale bar&#x2009;=&#x2009;100&#x2009;&#x03BC;m. <bold>(B,C)</bold> Density of GFAP-positive&#x2009;cells (number of cells/mm<sup>2</sup>, <bold>B</bold>) and GFAP mean fluorescence intensity (A.U., <bold>C</bold>) in the hippocampal CA1 region of mice 0&#x2013;7&#x2009;days after LPS injection. <italic>n</italic>&#x2009;=&#x2009;7 mice/group. <bold>(D,H)</bold> Principal component (PC) analysis reduced the dimensionality of the feature space consisting of 16 (astrocyte, <bold>D</bold>) or 6 (microglia, <bold>H</bold>) morphological features extracted from the images. A two-dimensional PC analysis plot representing the first two PCs, overlaid with ellipses corresponding to three standard deviations centered on the mean. Graphs show PC1 and PC2. n&#x2009;=&#x2009;172&#x2013;192 cells (from 7 mice)/group <bold>(D)</bold> and 118&#x2013;279 cells (from 7 mice)/group <bold>(H)</bold>. <bold>(E,F)</bold> Density of Iba-1 positive&#x2009;cells (number of cells/mm<sup>2</sup>, <bold>E</bold>) and mean fluorescence intensity of Iba-1 (A.U., <bold>F</bold>) in the hippocampal CA1 region of mice 0&#x2013;7&#x2009;days after LPS injection. <italic>n</italic>&#x2009;=&#x2009;7 mice/group. <bold>(G)</bold> Mean soma size (&#x03BC;m<sup>3</sup>) of Iba-1-positive cells in the hippocampal CA1 region of mice 0&#x2013;7&#x2009;days after LPS injection. <italic>n</italic>&#x2009;=&#x2009;85&#x2013;105 cells (from 7 mice)/group. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 vs. 0&#x2009;day (Dunnett&#x2019;s test). All data are expressed as means &#x00B1; S.E.M.</p>
</caption>
<graphic xlink:href="fnins-17-1273039-g006.tif"/>
</fig>
</sec>
<sec id="sec26">
<label>3.5.</label>
<title>LPS transiently increased microglial inflammatory factors and phagocytosis</title>
<p>Subsequently, we measured mRNA levels in the hippocampus for several factors considered to be indicators of glial cell activation (<xref ref-type="bibr" rid="ref34">Ikeshima-Kataoka, 2016</xref>; <xref ref-type="bibr" rid="ref37">Jurga et al., 2020</xref>; <xref ref-type="bibr" rid="ref26">Escartin et al., 2021</xref>; <xref ref-type="bibr" rid="ref28">Guo et al., 2022</xref>). For the seven factors (<italic>Gfap</italic>, <italic>Aqp4</italic>, <italic>Thbs1</italic>, <italic>Maob</italic>, <italic>Sox9</italic>, <italic>Slc1a2</italic>, and <italic>Slc1a3</italic>) that are indicators of reactive astrocytes, RT-qPCR analysis revealed that only <italic>Gfap</italic> significantly increased on day 1, and <italic>Aqp4</italic> non-significantly increased on day 3 (<xref rid="fig7" ref-type="fig">Figure 7A</xref>). No significant differences between groups were detected for any of the astrocytic activation factors on day 7. For the six microglial M1 markers (<italic>Aif1</italic>, <italic>Il1b</italic>, <italic>Ccl2</italic>, <italic>Tnf</italic>, <italic>Fcgr3</italic>, and <italic>Cd86</italic>), there were significant increases in all the factors on day 1 and no factors significantly differed between groups on day 7 (<xref rid="fig7" ref-type="fig">Figure 7B</xref>). The M1 markers <italic>Aifi</italic>, <italic>Fcgr3,</italic> and <italic>Cd86</italic> were also significantly increased on day 3. For the five M2 markers, four factors (<italic>Chil3/4</italic>, <italic>Il10</italic>, <italic>Ccl22</italic>, and <italic>Mrc1</italic>) were significantly increased on days 1 or 3 (<xref rid="fig7" ref-type="fig">Figure 7C</xref>). <italic>Mrc1</italic> remained significantly increased on day 7. Contrastingly, <italic>Retnla</italic> significantly decreased on days 1, 3, and 7. These data suggest that the robust LPS-induced inflammation peaked on days 1&#x2013;3 and approximately recovered to baseline levels by day 7. The decrease in dendritic spine density and glial cell inflammation were both maximal on days 1&#x2013;3. We thus hypothesized that activated microglia phagocytosed the spines, and performed immunostaining for CD68, the microglia-specific phagocytic marker (<xref rid="fig7" ref-type="fig">Figure 7D</xref>). CD68-positive cells did not express the astrocyte marker GFAP or the neuronal marker NeuN (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>). Mean CD68 fluorescence intensity and area of CD68 increased significantly on day 3 (<xref rid="fig7" ref-type="fig">Figures 7E</xref>,<xref rid="fig7" ref-type="fig">F</xref>). It is likely that microglia phagocytosed spines on days 1&#x2013;3, resulting in an increase in immature spines on day 7.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Effects of LPS on expression of glial activation markers. <bold>(A&#x2013;C)</bold> Whole hippocampus mRNA levels of the astrocytic activation markers <italic>Gfap, Aqp4, Thbs1, Maob, Sox9, Slc1a2,</italic> and <italic>Slc1a3</italic> <bold>(A)</bold>; microglial M1 markers <italic>Aif1, Il1b, Xcl2, Tnf, Fcgr3,</italic> and <italic>Cd86</italic> <bold>(B)</bold>; and M2 markers <italic>Chil3/4, Il10, Ccl22, Mrc1,</italic> and <italic>Retnla</italic> <bold>(C)</bold> of mice 0&#x2013;7&#x2009;days after LPS injection (3&#x2009;mg/kg, <italic>i.p.</italic>, single dose). n&#x2009;=&#x2009;8 mice/group. <bold>(D)</bold> Representative CD68 (green) and DAPI (blue)-stained images in the hippocampal CA1 region of mice 0&#x2013;7&#x2009;days after LPS injection. Scale bar&#x2009;=&#x2009;100&#x2009;&#x03BC;m. <bold>(E,F)</bold> Mean fluorescence intensity <bold>(E)</bold> and area <bold>(F)</bold> of CD68. <italic>n</italic>&#x2009;=&#x2009;8 mice/group. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 vs. 0&#x2009;days (Dunnett&#x2019;s test). All data are expressed as means &#x00B1; S.E.M.</p>
</caption>
<graphic xlink:href="fnins-17-1273039-g007.tif"/>
</fig>
</sec>
<sec id="sec27">
<label>3.6.</label>
<title>LPS induced different inflammatory responses depending on brain region</title>
<p>Finally, we also examined the inflammatory responses to LPS in other brain regions, including the dentate gyrus, perirhinal cortex, entorhinal cortex, basolateral amygdala, and paraventricular hypothalamic nucleus, which include the regions involved in short-term memory. Glial cells were activated in all regions examined on day 3 (<xref rid="fig8" ref-type="fig">Figure 8A</xref>). Meanwhile, CD68 fluorescence intensity was increased in the hippocampal dentate gyrus without significant changes in the other regions on day 3 (<xref rid="fig8" ref-type="fig">Figures 8B</xref>,<xref rid="fig8" ref-type="fig">D</xref>). c-Fos expression was decreased in the hippocampal dentate gyrus on day 7, while no difference was observed in the perirhinal cortex or entorhinal cortex (<xref rid="fig8" ref-type="fig">Figure 8C</xref>). Contrastingly, LPS increased c-fos expression in the basolateral amygdala and paraventricular nucleus (<xref rid="fig8" ref-type="fig">Figure 8C</xref>). These results suggest that glial cell activation occurred throughout the brain, but that there were regional differences in microglial phagocytosis and neuronal activity in response to LPS challenge.</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Effect of LPS on neuronal and glial activation in different brain regions. <bold>(A,B)</bold> Representative GFAP and Iba-1 <bold>(A)</bold>, and CD68 <bold>(B)</bold> images in the dentate gyrus (DG), perirhinal cortex (PR), entorhinal cortex (EC), basolateral amygdala (BLA), and paraventricular hypothalamic nucleus (PV) of mice 0 and 3&#x2009;days after LPS injection (3&#x2009;mg/kg, <italic>i.p.</italic>, single dose). <bold>(C)</bold> Representative c-Fos images in the specified brain regions of mice 0 and 7&#x2009;days after LPS injection. <bold>(D)</bold> Mean fluorescence intensity of CD68 (A.U.) in each brain region of mice 0 and 3&#x2009;days after LPS injection. n&#x2009;=&#x2009;5 mice/group. <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 (unpaired Student&#x2019;s t-test). All data are expressed as means &#x00B1; S.E.M.</p>
</caption>
<graphic xlink:href="fnins-17-1273039-g008.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec28">
<label>4.</label>
<title>Discussion</title>
<p>In the present study, we identified that 7&#x2009;days after LPS injection, mice with recovery of systemic symptoms exhibited short-term memory impairment in behavioral tests. Suppression of hippocampal CA1 neuronal activity and decreased synaptic strength due to immature spines likely contribute to short-term memory impairment in this context. Decreased spine density due to enhanced phagocytosis of activated microglia could be responsible for increased immature spines (see Graphical abstract).</p>
<p>At the commonly used dose of 1&#x2009;mg/kg LPS, the behavioral testing parameters for depression, anxiety, and anhedonia were affected in experiments conducted within 24&#x2009;h following LPS injection, consistent with previous studies (<xref ref-type="bibr" rid="ref47">Moraes et al., 2017</xref>; <xref ref-type="bibr" rid="ref73">Yu et al., 2021</xref>; <xref ref-type="bibr" rid="ref64">Song et al., 2022</xref>). However, significant systemic symptoms following LPS challenge were observed, with decreased spontaneous activity, body weight, and water intake. Therefore, it is possible that indicators of depression in previously reported behavioral tests, especially freezing and immobility time, are due in part to systemic symptoms. We also suggest that the apparent decrease in sucrose preference is due to decreased total water intake, as distilled water intake did not change.</p>
<p>Under acute pathological conditions evoked by LPS, the inflammatory cytokine CCL2 secreted by blood vessel cells promotes excitatory synaptic transmission in glutamatergic neurons of the hippocampus (<xref ref-type="bibr" rid="ref24">Duan et al., 2018</xref>). &#x03B1;1-Adrenoceptor-induced downregulation of membrane GluR1 is involved in LPS-induced depressive-like behavior (<xref ref-type="bibr" rid="ref60">Sekio and Seki, 2015</xref>). Unlike these acute responses, the transient decrease in spines followed by the increase in immature spines, as observed in the present study, required several days, indicating distinct pathogenesis from the acute response.</p>
<p>The LPS dose of 3&#x2009;mg/kg used in the present study produced LPS blood levels similar to those in patients with sepsis (<xref ref-type="bibr" rid="ref17">Casey et al., 1993</xref>). At this dose of LPS, BBB permeability was not affected, and none of the mice died within 7&#x2009;days following administration of this dose. Meanwhile, the BBB was disrupted in mice 18&#x2009;h after high-dose LPS injection (18&#x2009;mg/kg, <italic>i.p</italic>.) (<xref ref-type="bibr" rid="ref38">Kikuchi et al., 2019</xref>). Further, administration of 10&#x2009;mg/kg LPS <italic>i.p</italic>. causes 100% mortality within 72&#x2009;h (<xref ref-type="bibr" rid="ref2">Ahn et al., 2017</xref>). Therefore, the LPS doses required to induce BBB disruption result in a high mortality rate in mice, while the dose used in the present study (3&#x2009;mg/kg) did not cause mortality with 7&#x2009;days of injection, and acute systemic effects were mild.</p>
<p>We evaluated the pathogenesis of the LPS inflammatory response, focusing primarily on the hippocampus, as in this context LPS affected behaviors associated with short-term memory deficits, as identified by NORT and OLRT testing. OLRT is a primarily hippocampus-dependent test, while NORT is dependent on multiple brain regions, but is not affected by hippocampal injury or inactivation in mice (<xref ref-type="bibr" rid="ref7">Barker and Warburton, 2011</xref>; <xref ref-type="bibr" rid="ref23">Denninger et al., 2018</xref>). Contrary to these reports, some studies have reported that NORT is affected by the hippocampus (<xref ref-type="bibr" rid="ref15">Broadbent et al., 2010</xref>; <xref ref-type="bibr" rid="ref21">Cohen and Stackman, 2015</xref>; <xref ref-type="bibr" rid="ref20">Cinalli et al., 2020</xref>). Involvement of the hippocampus in NORT is likely to depend on the latency between the training and test sections of a study. At short latencies, only the perirhinal cortex and entorhinal cortex are involved, while for latencies &#x003E;10&#x2009;min, the hippocampus is also involved (<xref ref-type="bibr" rid="ref21">Cohen and Stackman, 2015</xref>). In the present study, OLRT and NORT exploration times were decreased in LPS-injected mice subjected to conditioning with long latency periods (24&#x2009;h), suggesting that the hippocampus was involved in the short-term memory impairment detected in these tests. Meanwhile, in the present study, it was not possible to identify which memory processes were impaired, for example, formation, maintenance, or recall of memory (<xref ref-type="bibr" rid="ref36">Josselyn and Tonegawa, 2020</xref>). Changes in dendritic spine morphology and number are involved in memory formation (<xref ref-type="bibr" rid="ref9">Basu and Lamprecht, 2018</xref>). Further mechanisms of memory impairment need to be elucidated by measuring neuronal activity before and after training and testing sections.</p>
<p>Seven days after LPS injection, glial cell activation had returned nearly to baseline levels, together with recovery of systemic symptoms. Meanwhile, some parameters remained altered in both astrocytes and microglia, including both the morphology and expressions of glial activation markers 7&#x2009;days after LPS injection. It is thus possible that LPS subsequently caused longer-duration changes in glial cell properties. Especially, the processes of both astrocytes and microglia remained elongated 7&#x2009;days after LPS injection. The processes are likely to remain longer to be more sensitive to abnormalities, serving as an alert system. This is consistent with the two-hit hypothesis in mental disorders (<xref ref-type="bibr" rid="ref16">Cao et al., 2021</xref>). When microglia are activated by inflammation in early life, the threshold for activation is lowered, pathologically increasing microglial sensitivity to stress in later life. Because the present study injected LPS into adult mice, brain pathology should be investigated over a longer period after LPS injection in future studies.</p>
<p>Furthermore, changes in the morphology (activation) of glial cells could be responsible for short-term memory impairment. Astrocyte process elongation interferes physically with spine maturation and expansion, impairing memory formation (<xref ref-type="bibr" rid="ref75">Zorec et al., 2015</xref>). Moreover, fine astrocyte and microglial processes cover synapses. Astrocytes affect neuronal plasticity via the uptake and release of glutamate and D-serine, while microglia release inflammatory cytokines, such as TNF-&#x03B1;, IL-6, and IL-1&#x03B2;, which affect neuronal excitability by modulating the activities of many classes of voltage-gated channels and receptors (<xref ref-type="bibr" rid="ref59">Sancho et al., 2021</xref>). Similar to these findings, in the present study, increased coverage of the synapse via glial process elongation could affect neuronal activity and plasticity.</p>
<p>The time course of decreased spine density coincided with that of increased CD68, and increased CD68 concomitant with decreased density of c-Fos positive cells occurred in the hippocampus. We thus postulate that M1-like phagocytic microglia phagocytosed the spines. Meanwhile, there are microglia-independent mechanisms in spine disappearance, such as astrocytic phagocytosis and spine retraction accomplished in only neurons (not involving other cells) (<xref ref-type="bibr" rid="ref66">Stein and Zito, 2019</xref>). We have not identified whether the pathology observed in the present study is the cause of short-term memory impairment. It is necessary to investigate whether inhibition of microglial phagocytosis prevents spine morphological abnormalities and short-term memory impairment.</p>
<p>The mechanism by which glial cells are activated by <italic>i.p.</italic> LPS injection remains unclear. Multiple regulatory mechanisms could be responsible for LPS-induced hippocampal gliosis. First, LPS in the blood crosses the BBB and enters the brain parenchyma, activating TLR4 in glial cells (<xref ref-type="bibr" rid="ref69">Vargas-Caraveo et al., 2017</xref>). Second, damage-associated molecular patterns (DAMPs) generated by neurons in response to heat, stress, or excitotoxicity activate TLR4 in glial cells (<xref ref-type="bibr" rid="ref1">Afridi and Suk, 2023</xref>). Third, increased blood cytokines activate vascular endothelial cells and release inflammatory factors into the brain parenchyma (<xref ref-type="bibr" rid="ref14">Bowyer et al., 2020</xref>). TLR4-deficient mice are hyporesponsive to LPS (<xref ref-type="bibr" rid="ref33">Hoshino et al., 1999</xref>). LPS injection increased brain endotoxin level in the present study, suggesting that LPS did cross BBB. Therefore, in our system, LPS was likely to directly activate TLR4 expressed on microglia and/or astrocytes. Although LPS is not thought to pass through the intact BBB (<xref ref-type="bibr" rid="ref6">Banks and Robinson, 2010</xref>), a conflicting study reported that LPS in fact enters the brain in physiological conditions <italic>via</italic> a lipoprotein-mediated transport mechanism (<xref ref-type="bibr" rid="ref69">Vargas-Caraveo et al., 2017</xref>). Further investigation is needed to assess the contribution of these processes.</p>
<p>LPS caused different responses depending on brain region. Glial cell activation was detected in all regions examined, but regional differences were observed in neuronal activity and phagocytotic phenotype of microglia. Notably, LPS suppressed neuronal activity only in the hippocampus. Consistent with the present study, the limbic system including the hippocampus is more susceptible to inflammation in mouse models of inflammatory diseases of peripheral organs such as colitis, gastritis, and cystitis (<xref ref-type="bibr" rid="ref67">Sun et al., 2022</xref>). Furthermore, the hippocampus is more vulnerable to stress, ischemia, trauma, and aging than other brain regions (<xref ref-type="bibr" rid="ref8">Bartsch and Wulff, 2015</xref>). Although several hypotheses have been proposed, it is unclear that the mechanism underlying increased susceptibility to inflammation in specific brain regions (<xref ref-type="bibr" rid="ref67">Sun et al., 2022</xref>). Interestingly, there were regional differences in the microglial phagocytosis, even though morphological activation of microglia occurred in all regions examined in the present study. Elucidation of the mechanisms of these regional differences can provide novel therapeutic targets. In addition, consistent with the present study, <italic>i.p.</italic> LPS injection has previously been reported to increase neuronal activation in the paraventricular nucleus and amygdala (<xref ref-type="bibr" rid="ref4">Araki et al., 2016</xref>). Activation of the paraventricular nucleus increases blood corticosterone levels <italic>via</italic> corticotropin-releasing hormone, and corticosterone activates the amygdala. LPS injection increases blood corticosterone levels (<xref ref-type="bibr" rid="ref29">Hask&#x00F3; et al., 1995</xref>), suggesting potential involvement of these pathways. In the present study, limited types of behavioral tests were performed, and several brain regions were observed. Therefore, we cannot deny that there are no brain abnormalities other than hippocampus-dependent short-term memory impairment following recovery from systemic symptoms caused by LPS.</p>
<p>Finally, the elucidation of pathogenic mechanisms in rodent models is an urgent issue, with the goal of clinical application to the treatment of mental disorders caused by peripheral inflammatory diseases. Cell types, receptors, and factors associated with the identified mechanisms can be potential therapeutic targets. The pathological evaluation following recovery from systemic and acute symptoms, which was the focus of the present study, provides novel perspectives for studies using the LPS-induced inflammation model.</p>
</sec>
<sec sec-type="data-availability" id="sec29">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec30">
<title>Ethics statement</title>
<p>The animal study was approved by Committee on Animal Experimentation, Faculty of Veterinary Medicine, Hokkaido University. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec31">
<title>Author contributions</title>
<p>KM: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SW: Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Visualization, Writing &#x2013; review &#x0026; editing. RE: Funding acquisition, Methodology, Visualization, Writing &#x2013; review &#x0026; editing. TK: Conceptualization, Methodology, Visualization, Writing &#x2013; review &#x0026; editing. KO: Funding acquisition, Methodology, Project administration, Supervision, Visualization, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec32">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by JSPS KAKENHI Grant Numbers JP21J20879, JP21K05950, and JP19K23701, and JST SPRING Grant Number JPMJSP2119, and the World-leading Innovative and Smart Education (WISE) Program (1801) from the Ministry of Education, Culture, Sports, Science, and Technology, Japan.</p>
</sec>
<sec sec-type="COI-statement" id="sec33">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec34">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnins.2023.1273039/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnins.2023.1273039/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="fn0001">
<p><sup>1</sup><ext-link xlink:href="https://synapseweb.clm.utexas.edu/" ext-link-type="uri">https://synapseweb.clm.utexas.edu/</ext-link>
</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Afridi</surname> <given-names>R.</given-names></name> <name><surname>Suk</surname> <given-names>K.</given-names></name></person-group> (<year>2023</year>). <article-title>Microglial responses to stress-induced depression: causes and consequences</article-title>. <source>Cells</source> <volume>12</volume>:<fpage>1521</fpage>. doi: <pub-id pub-id-type="doi">10.3390/cells12111521</pub-id>, PMID: <pub-id pub-id-type="pmid">37296642</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ahn</surname> <given-names>M. Y.</given-names></name> <name><surname>Hwang</surname> <given-names>J. S.</given-names></name> <name><surname>Lee</surname> <given-names>S. B.</given-names></name> <name><surname>Ham</surname> <given-names>S. A.</given-names></name> <name><surname>Hur</surname> <given-names>J.</given-names></name> <name><surname>Kim</surname> <given-names>J. T.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Curcumin longa extract-loaded nanoemulsion improves the survival of endotoxemic mice by inhibiting nitric oxide-dependent HMGB1 release</article-title>. <source>PeerJ</source> <volume>5</volume>:<fpage>e3808</fpage>. doi: <pub-id pub-id-type="doi">10.7717/peerj.3808</pub-id>, PMID: <pub-id pub-id-type="pmid">28929026</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Almeida</surname> <given-names>P. G. C.</given-names></name> <name><surname>Nani</surname> <given-names>J. V.</given-names></name> <name><surname>Oses</surname> <given-names>J. P.</given-names></name> <name><surname>Brietzke</surname> <given-names>E.</given-names></name> <name><surname>Hayashi</surname> <given-names>M. A. F.</given-names></name></person-group> (<year>2020</year>). <article-title>Neuroinflammation and glial cell activation in mental disorders</article-title>. <source>Brain Behav. Immun. Health</source> <volume>2</volume>:<fpage>100034</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbih.2019.100034</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Araki</surname> <given-names>R.</given-names></name> <name><surname>Nishida</surname> <given-names>S.</given-names></name> <name><surname>Hiraki</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>F.</given-names></name> <name><surname>Matsumoto</surname> <given-names>K.</given-names></name> <name><surname>Yabe</surname> <given-names>T.</given-names></name></person-group> (<year>2016</year>). <article-title>Kamikihito ameliorates lipopolysaccharide-induced sickness behavior via attenuating neural activation, but not inflammation, in the hypothalamic paraventricular nucleus and central nucleus of the amygdala in mice</article-title>. <source>Biol. Pharm. Bull.</source> <volume>39</volume>, <fpage>289</fpage>&#x2013;<lpage>294</lpage>. doi: <pub-id pub-id-type="doi">10.1248/bpb.b15-00707</pub-id>, PMID: <pub-id pub-id-type="pmid">26830488</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arias</surname> <given-names>I.</given-names></name> <name><surname>Sorlozano</surname> <given-names>A.</given-names></name> <name><surname>Villegas</surname> <given-names>E.</given-names></name> <name><surname>Luna</surname> <given-names>J. D.</given-names></name> <name><surname>McKenney</surname> <given-names>K.</given-names></name> <name><surname>Cervilla</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Infectious agents associated with schizophrenia: a meta-analysis</article-title>. <source>Schizophr. Res.</source> <volume>136</volume>, <fpage>128</fpage>&#x2013;<lpage>136</lpage>. doi: <pub-id pub-id-type="doi">10.1016/J.SCHRES.2011.10.026</pub-id>, PMID: <pub-id pub-id-type="pmid">22104141</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Banks</surname> <given-names>W. A.</given-names></name> <name><surname>Robinson</surname> <given-names>S. M.</given-names></name></person-group> (<year>2010</year>). <article-title>Minimal penetration of lipopolysaccharide across the murine blood-brain barrier</article-title>. <source>Brain Behav. Immun.</source> <volume>24</volume>, <fpage>102</fpage>&#x2013;<lpage>109</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbi.2009.09.001</pub-id>, PMID: <pub-id pub-id-type="pmid">19735725</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barker</surname> <given-names>G. R. I.</given-names></name> <name><surname>Warburton</surname> <given-names>E. C.</given-names></name></person-group> (<year>2011</year>). <article-title>When is the hippocampus involved in recognition memory?</article-title> <source>J. Neurosci.</source> <volume>31</volume>, <fpage>10721</fpage>&#x2013;<lpage>10731</lpage>. doi: <pub-id pub-id-type="doi">10.1523/JNEUROSCI.6413-10.2011</pub-id>, PMID: <pub-id pub-id-type="pmid">21775615</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bartsch</surname> <given-names>T.</given-names></name> <name><surname>Wulff</surname> <given-names>P.</given-names></name></person-group> (<year>2015</year>). <article-title>The hippocampus in aging and disease: from plasticity to vulnerability</article-title>. <source>Neuroscience</source> <volume>309</volume>, <fpage>1</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuroscience.2015.07.084</pub-id>, PMID: <pub-id pub-id-type="pmid">26241337</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Basu</surname> <given-names>S.</given-names></name> <name><surname>Lamprecht</surname> <given-names>R.</given-names></name></person-group> (<year>2018</year>). <article-title>The role of actin cytoskeleton in dendritic spines in the maintenance of long-term memory</article-title>. <source>Front. Mol. Neurosci.</source> <volume>11</volume>:<fpage>143</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnmol.2018.00143</pub-id>, PMID: <pub-id pub-id-type="pmid">29765302</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bayram-Weston</surname> <given-names>Z.</given-names></name> <name><surname>Olsen</surname> <given-names>E.</given-names></name> <name><surname>Harrison</surname> <given-names>D. J.</given-names></name> <name><surname>Dunnett</surname> <given-names>S. B.</given-names></name> <name><surname>Brooks</surname> <given-names>S. P.</given-names></name></person-group> (<year>2016</year>). <article-title>Optimising Golgi-cox staining for use with perfusion-fixed brain tissue validated in the zQ175 mouse model of Huntington&#x2019;s disease</article-title>. <source>J. Neurosci. Methods</source> <volume>265</volume>, <fpage>81</fpage>&#x2013;<lpage>88</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jneumeth.2015.09.033</pub-id>, PMID: <pub-id pub-id-type="pmid">26459195</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bello-Arroyo</surname> <given-names>E.</given-names></name> <name><surname>Roque</surname> <given-names>H.</given-names></name> <name><surname>Marcos</surname> <given-names>A.</given-names></name> <name><surname>Orihuel</surname> <given-names>J.</given-names></name> <name><surname>Higuera-Matas</surname> <given-names>A.</given-names></name> <name><surname>Desco</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>MouBeAT: a new and open toolbox for guided analysis of behavioral tests in mice</article-title>. <source>Front. Behav. Neurosci.</source> <volume>12</volume>:<fpage>201</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnbeh.2018.00201</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bennett</surname> <given-names>M. L.</given-names></name> <name><surname>Viaene</surname> <given-names>A. N.</given-names></name></person-group> (<year>2021</year>). <article-title>What are activated and reactive glia and what is their role in neurodegeneration?</article-title> <source>Neurobiol. Dis.</source> <volume>148</volume>:<fpage>105172</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.nbd.2020.105172</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boku</surname> <given-names>S.</given-names></name> <name><surname>Nakagawa</surname> <given-names>S.</given-names></name> <name><surname>Toda</surname> <given-names>H.</given-names></name> <name><surname>Hishimoto</surname> <given-names>A.</given-names></name></person-group> (<year>2018</year>). <article-title>Neural basis of major depressive disorder: beyond monoamine hypothesis</article-title>. <source>Psychiatry Clin. Neurosci.</source> <volume>72</volume>, <fpage>3</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1111/pcn.12604</pub-id>, PMID: <pub-id pub-id-type="pmid">28926161</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bowyer</surname> <given-names>J. F.</given-names></name> <name><surname>Sarkar</surname> <given-names>S.</given-names></name> <name><surname>Burks</surname> <given-names>S. M.</given-names></name> <name><surname>Hess</surname> <given-names>J. N.</given-names></name> <name><surname>Tolani</surname> <given-names>S.</given-names></name> <name><surname>O&#x2019;Callaghan</surname> <given-names>J. P.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Microglial activation and responses to vasculature that result from an acute LPS exposure</article-title>. <source>Neurotoxicology</source> <volume>77</volume>, <fpage>181</fpage>&#x2013;<lpage>192</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuro.2020.01.014</pub-id>, PMID: <pub-id pub-id-type="pmid">32014511</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broadbent</surname> <given-names>N. J.</given-names></name> <name><surname>Gaskin</surname> <given-names>S.</given-names></name> <name><surname>Squire</surname> <given-names>L. R.</given-names></name> <name><surname>Clark</surname> <given-names>R. E.</given-names></name></person-group> (<year>2010</year>). <article-title>Object recognition memory and the rodent hippocampus</article-title>. <source>Learn. Mem.</source> <volume>17</volume>, <fpage>5</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1101/lm.1650110</pub-id>, PMID: <pub-id pub-id-type="pmid">20028732</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cao</surname> <given-names>P.</given-names></name> <name><surname>Chen</surname> <given-names>C.</given-names></name> <name><surname>Liu</surname> <given-names>A.</given-names></name> <name><surname>Shan</surname> <given-names>Q.</given-names></name> <name><surname>Zhu</surname> <given-names>X.</given-names></name> <name><surname>Jia</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Early-life inflammation promotes depressive symptoms in adolescence via microglial engulfment of dendritic spines</article-title>. <source>Neuron</source> <volume>109</volume>, <fpage>2573</fpage>&#x2013;<lpage>2589.e9</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuron.2021.06.012</pub-id>, PMID: <pub-id pub-id-type="pmid">34233151</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Casey</surname> <given-names>L. C.</given-names></name> <name><surname>Balk</surname> <given-names>R. A.</given-names></name> <name><surname>Bone</surname> <given-names>R. C.</given-names></name></person-group> (<year>1993</year>). <article-title>Plasma cytokine and endotoxin levels correlate with survival in patients with the Sepsis syndrome</article-title>. <source>Ann. Intern. Med.</source> <volume>119</volume>, <fpage>771</fpage>&#x2013;<lpage>778</lpage>. doi: <pub-id pub-id-type="doi">10.7326/0003-4819-119-8-199310150-00001</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Chesworth</surname> <given-names>R.</given-names></name> <name><surname>Watt</surname> <given-names>G.</given-names></name> <name><surname>Karl</surname> <given-names>T.</given-names></name></person-group> (<year>2018</year>). &#x201C;<article-title>Chapter 31 - cannabinoid modulation of object recognition and location memory&#x2014;a preclinical assessment</article-title>,&#x201D; In <source>Handbook of behavioral neuroscience</source>, eds. <person-group person-group-type="editor"><name><surname>Ennaceur</surname> <given-names>A.</given-names></name> <name><surname>Souza Silva</surname> <given-names>M. A.</given-names> <prefix>de</prefix></name></person-group> (<publisher-loc>Amsterdam</publisher-loc>: <publisher-name>Elsevier</publisher-name>), <fpage>461</fpage>&#x2013;<lpage>488</lpage>.</citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choi</surname> <given-names>S.</given-names></name> <name><surname>Kim</surname> <given-names>K.</given-names></name> <name><surname>Chang</surname> <given-names>J.</given-names></name> <name><surname>Kim</surname> <given-names>S. M.</given-names></name> <name><surname>Kim</surname> <given-names>S. J.</given-names></name> <name><surname>Cho</surname> <given-names>H.-J.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Association of Chronic Periodontitis on Alzheimer&#x2019;s disease or vascular dementia</article-title>. <source>J. Am. Geriatr. Soc.</source> <volume>67</volume>, <fpage>1234</fpage>&#x2013;<lpage>1239</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jgs.15828</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cinalli</surname> <given-names>D. A.</given-names></name> <name><surname>Cohen</surname> <given-names>S. J.</given-names></name> <name><surname>Guthrie</surname> <given-names>K.</given-names></name> <name><surname>Stackman</surname> <given-names>R. W.</given-names></name></person-group> (<year>2020</year>). <article-title>Object recognition memory: distinct yet complementary roles of the mouse CA1 and Perirhinal cortex</article-title>. <source>Front. Mol. Neurosci.</source> <volume>13</volume>:<fpage>527543</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnmol.2020.527543</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>S. J.</given-names></name> <name><surname>Stackman</surname> <given-names>R. W.</given-names></name></person-group> (<year>2015</year>). <article-title>Assessing rodent hippocampal involvement in the novel object recognition task. A review</article-title>. <source>Behav. Brain Res.</source> <volume>285</volume>, <fpage>105</fpage>&#x2013;<lpage>117</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbr.2014.08.002</pub-id>, PMID: <pub-id pub-id-type="pmid">25169255</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Davydow</surname> <given-names>D. S.</given-names></name> <name><surname>Hough</surname> <given-names>C. L.</given-names></name> <name><surname>Langa</surname> <given-names>K. M.</given-names></name> <name><surname>Iwashyna</surname> <given-names>T. J.</given-names></name></person-group> (<year>2013</year>). <article-title>Symptoms of depression in survivors of severe Sepsis: a prospective cohort study of older Americans</article-title>. <source>Am. J. Geriatr. Psychiatry</source> <volume>21</volume>, <fpage>887</fpage>&#x2013;<lpage>897</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jagp.2013.01.017</pub-id>, PMID: <pub-id pub-id-type="pmid">23567391</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Denninger</surname> <given-names>J. K.</given-names></name> <name><surname>Smith</surname> <given-names>B. M.</given-names></name> <name><surname>Kirby</surname> <given-names>E. D.</given-names></name></person-group> (<year>2018</year>, <year>2018</year>). <article-title>Novel object recognition and object location behavioral testing in mice on a budget</article-title>. <source>J. Vis. Exp.</source> <volume>141</volume>:<fpage>58593</fpage>. doi: <pub-id pub-id-type="doi">10.3791/58593</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duan</surname> <given-names>L.</given-names></name> <name><surname>Zhang</surname> <given-names>X. D.</given-names></name> <name><surname>Miao</surname> <given-names>W. Y.</given-names></name> <name><surname>Sun</surname> <given-names>Y. J.</given-names></name> <name><surname>Xiong</surname> <given-names>G.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>PDGFR&#x03B2; cells rapidly relay inflammatory signal from the circulatory system to neurons via chemokine CCL2</article-title>. <source>Neuron</source> <volume>100</volume>, <fpage>183</fpage>&#x2013;<lpage>200.e8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuron.2018.08.030</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dunn</surname> <given-names>G. A.</given-names></name> <name><surname>Loftis</surname> <given-names>J. M.</given-names></name> <name><surname>Sullivan</surname> <given-names>E. L.</given-names></name></person-group> (<year>2020</year>). <article-title>Neuroinflammation in psychiatric disorders: an introductory primer</article-title>. <source>Pharmacol. Biochem. Behav.</source> <volume>196</volume>:<fpage>172981</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.pbb.2020.172981</pub-id>, PMID: <pub-id pub-id-type="pmid">32621927</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Escartin</surname> <given-names>C.</given-names></name> <name><surname>Galea</surname> <given-names>E.</given-names></name> <name><surname>Lakatos</surname> <given-names>A.</given-names></name> <name><surname>O&#x2019;Callaghan</surname> <given-names>J. P.</given-names></name> <name><surname>Petzold</surname> <given-names>G. C.</given-names></name> <name><surname>Serrano-Pozo</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Reactive astrocyte nomenclature, definitions, and future directions</article-title>. <source>Nat. Neurosci.</source> <volume>24</volume>, <fpage>312</fpage>&#x2013;<lpage>325</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41593-020-00783-4</pub-id>, PMID: <pub-id pub-id-type="pmid">33589835</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fricker</surname> <given-names>M.</given-names></name> <name><surname>Oliva-Mart&#x00ED;n</surname> <given-names>M. J.</given-names></name> <name><surname>Brown</surname> <given-names>G. C.</given-names></name></person-group> (<year>2012</year>). <article-title>Primary phagocytosis of viable neurons by microglia activated with LPS or A&#x03B2; is dependent on calreticulin/LRP phagocytic signalling</article-title>. <source>J. Neuroinflammation</source> <volume>9</volume>:<fpage>196</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1742-2094-9-196</pub-id>, PMID: <pub-id pub-id-type="pmid">22889139</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guo</surname> <given-names>S.</given-names></name> <name><surname>Wang</surname> <given-names>H.</given-names></name> <name><surname>Yin</surname> <given-names>Y.</given-names></name></person-group> (<year>2022</year>). <article-title>Microglia polarization from M1 to M2 in neurodegenerative diseases</article-title>. <source>Front. Aging Neurosci.</source> <volume>14</volume>:<fpage>815347</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnagi.2022.815347</pub-id>, PMID: <pub-id pub-id-type="pmid">35250543</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hask&#x00F3;</surname> <given-names>G.</given-names></name> <name><surname>Elenkov</surname> <given-names>I. J.</given-names></name> <name><surname>Kvetan</surname> <given-names>V.</given-names></name> <name><surname>Vizi</surname> <given-names>E. S.</given-names></name></person-group> (<year>1995</year>). <article-title>Differential effect of selective block of &#x03B1;2-adrenoreceptors on plasma levels of tumour necrosis factor-&#x03B1;, interleukin-6 and corticosterone induced by bacterial lipopolysaccharide in mice</article-title>. <source>J. Endocrinol.</source> <volume>144</volume>, <fpage>457</fpage>&#x2013;<lpage>462</lpage>. doi: <pub-id pub-id-type="doi">10.1677/joe.0.1440457</pub-id>, PMID: <pub-id pub-id-type="pmid">7738470</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hernandez-Ruiz</surname> <given-names>V.</given-names></name> <name><surname>Letenneur</surname> <given-names>L.</given-names></name> <name><surname>F&#x00FC;l&#x00F6;p</surname> <given-names>T.</given-names></name> <name><surname>Helmer</surname> <given-names>C.</given-names></name> <name><surname>Roubaud-Baudron</surname> <given-names>C.</given-names></name> <name><surname>Avila-Funes</surname> <given-names>J. A.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Infectious diseases and cognition: do we have to worry?</article-title> <source>Neurol. Sci.</source> <volume>43</volume>, <fpage>6215</fpage>&#x2013;<lpage>6224</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10072-022-06280-9</pub-id>, PMID: <pub-id pub-id-type="pmid">35867217</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hirschfeld</surname> <given-names>R. M. A.</given-names></name></person-group> (<year>2000</year>). <article-title>History and evolution of the monoamine hypothesis of depression</article-title>. <source>J. Clin. Psychiatry</source> <volume>61 Suppl 6</volume>, <fpage>4</fpage>&#x2013;<lpage>6</lpage>.</citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoogland</surname> <given-names>I. C. M.</given-names></name> <name><surname>Houbolt</surname> <given-names>C.</given-names></name> <name><surname>van Westerloo</surname> <given-names>D. J.</given-names></name> <name><surname>van Gool</surname> <given-names>W. A.</given-names></name> <name><surname>van de Beek</surname> <given-names>D.</given-names></name></person-group> (<year>2015</year>). <article-title>Systemic inflammation and microglial activation: systematic review of animal experiments</article-title>. <source>J. Neuroinflammation</source> <volume>12</volume>:<fpage>114</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12974-015-0332-6</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoshino</surname> <given-names>K.</given-names></name> <name><surname>Takeuchi</surname> <given-names>O.</given-names></name> <name><surname>Kawai</surname> <given-names>T.</given-names></name> <name><surname>Sanjo</surname> <given-names>H.</given-names></name> <name><surname>Ogawa</surname> <given-names>T.</given-names></name> <name><surname>Takeda</surname> <given-names>Y.</given-names></name> <etal/></person-group>. (<year>1999</year>). <article-title>Cutting edge: toll-like receptor 4 (TLR4)-deficient mice are Hyporesponsive to lipopolysaccharide: evidence for TLR4 as the Lps gene Product1</article-title>. <source>J. Immunol.</source> <volume>162</volume>, <fpage>3749</fpage>&#x2013;<lpage>3752</lpage>. doi: <pub-id pub-id-type="doi">10.4049/jimmunol.162.7.3749</pub-id>, PMID: <pub-id pub-id-type="pmid">10201887</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ikeshima-Kataoka</surname> <given-names>H.</given-names></name></person-group> (<year>2016</year>). <article-title>Neuroimmunological implications of AQP4 in astrocytes</article-title>. <source>Int. J. Mol. Sci.</source> <volume>17</volume>:<fpage>1306</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms17081306</pub-id>, PMID: <pub-id pub-id-type="pmid">27517922</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>J.</given-names></name> <name><surname>Tang</surname> <given-names>B.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Huo</surname> <given-names>Q.</given-names></name> <name><surname>Tan</surname> <given-names>S.</given-names></name> <name><surname>Misrani</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Systemic LPS-induced microglial activation results in increased GABAergic tone: a mechanism of protection against neuroinflammation in the medial prefrontal cortex in mice</article-title>. <source>Brain Behav. Immun.</source> <volume>99</volume>, <fpage>53</fpage>&#x2013;<lpage>69</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbi.2021.09.017</pub-id>, PMID: <pub-id pub-id-type="pmid">34582995</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Josselyn</surname> <given-names>S. A.</given-names></name> <name><surname>Tonegawa</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Memory engrams: recalling the past and imagining the future</article-title>. <source>Science</source> <volume>367</volume>:<fpage>eaaw4325</fpage>. doi: <pub-id pub-id-type="doi">10.1126/science.aaw4325</pub-id>, PMID: <pub-id pub-id-type="pmid">31896692</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jurga</surname> <given-names>A. M.</given-names></name> <name><surname>Paleczna</surname> <given-names>M.</given-names></name> <name><surname>Kuter</surname> <given-names>K. Z.</given-names></name></person-group> (<year>2020</year>). <article-title>Overview of general and discriminating markers of differential microglia phenotypes</article-title>. <source>Front. Cell. Neurosci.</source> <volume>14</volume>:<fpage>198</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fncel.2020.00198</pub-id>, PMID: <pub-id pub-id-type="pmid">32848611</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kikuchi</surname> <given-names>D. S.</given-names></name> <name><surname>Campos</surname> <given-names>A. C. P.</given-names></name> <name><surname>Qu</surname> <given-names>H.</given-names></name> <name><surname>Forrester</surname> <given-names>S. J.</given-names></name> <name><surname>Pagano</surname> <given-names>R. L.</given-names></name> <name><surname>Lass&#x00E8;gue</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Poldip2 mediates blood-brain barrier disruption in a model of sepsis-associated encephalopathy</article-title>. <source>J. Neuroinflammation</source> <volume>16</volume>:<fpage>241</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12974-019-1575-4</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Kraeuter</surname> <given-names>A. K.</given-names></name> <name><surname>Guest</surname> <given-names>P. C.</given-names></name> <name><surname>Sarnyai</surname> <given-names>Z.</given-names></name></person-group> (<year>2019</year>). &#x201C;<article-title>The Y-maze for assessment of spatial working and reference memory in mice</article-title>&#x201D; in <source>Pre-clinical models: techniques and protocols</source>. eds. <person-group person-group-type="editor"><name><surname>Guest</surname> <given-names>P. C.</given-names></name> <name><surname>Rahmoune</surname> <given-names>H.</given-names></name></person-group> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Springer New York</publisher-name>), <fpage>105</fpage>&#x2013;<lpage>111</lpage>.</citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leger</surname> <given-names>M.</given-names></name> <name><surname>Quiedeville</surname> <given-names>A.</given-names></name> <name><surname>Bouet</surname> <given-names>V.</given-names></name> <name><surname>Haelewyn</surname> <given-names>B.</given-names></name> <name><surname>Boulouard</surname> <given-names>M.</given-names></name> <name><surname>Schumann-Bard</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Object recognition test in mice</article-title>. <source>Nat. Protoc.</source> <volume>8</volume>, <fpage>2531</fpage>&#x2013;<lpage>2537</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nprot.2013.155</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Ji</surname> <given-names>M.</given-names></name> <name><surname>Yang</surname> <given-names>J.</given-names></name></person-group> (<year>2022</year>). <article-title>Current understanding of Long-term cognitive impairment after Sepsis</article-title>. <source>Front. Immunol.</source> <volume>13</volume>:<fpage>855006</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2022.855006</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>M. Y.</given-names></name> <name><surname>Yin</surname> <given-names>C. Y.</given-names></name> <name><surname>Zhu</surname> <given-names>L. J.</given-names></name> <name><surname>Zhu</surname> <given-names>X. H.</given-names></name> <name><surname>Xu</surname> <given-names>C.</given-names></name> <name><surname>Luo</surname> <given-names>C. X.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Sucrose preference test for measurement of stress-induced anhedonia in mice</article-title>. <source>Nat. Protoc.</source> <volume>13</volume>, <fpage>1686</fpage>&#x2013;<lpage>1698</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41596-018-0011-z</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lively</surname> <given-names>S.</given-names></name> <name><surname>Schlichter</surname> <given-names>L. C.</given-names></name></person-group> (<year>2018</year>). <article-title>Microglia responses to pro-inflammatory stimuli (LPS, IFN&#x03B3;+TNF&#x03B1;) and reprogramming by resolving cytokines (IL-4, IL-10)</article-title>. <source>Front. Cell. Neurosci.</source> <volume>12</volume>:<fpage>215</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fncel.2018.00215</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maes</surname> <given-names>M.</given-names></name> <name><surname>Van Der Planken</surname> <given-names>M.</given-names></name> <name><surname>Stevens</surname> <given-names>W. J.</given-names></name> <name><surname>Peeters</surname> <given-names>D.</given-names></name> <name><surname>DeClerck</surname> <given-names>L. S.</given-names></name> <name><surname>Bridts</surname> <given-names>C. H.</given-names></name> <etal/></person-group>. (<year>1992</year>). <article-title>Leukocytosis, monocytosis and neutrophilia: hallmarks of severe depression</article-title>. <source>J. Psychiatr. Res.</source> <volume>26</volume>, <fpage>125</fpage>&#x2013;<lpage>134</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0022-3956(92)90004-8</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Manaenko</surname> <given-names>A.</given-names></name> <name><surname>Chen</surname> <given-names>H.</given-names></name> <name><surname>Kammer</surname> <given-names>J.</given-names></name> <name><surname>Zhang</surname> <given-names>J. H.</given-names></name> <name><surname>Tang</surname> <given-names>J.</given-names></name></person-group> (<year>2011</year>). <article-title>Comparison Evans blue injection routes: intravenous versus intraperitoneal, for measurement of blood&#x2013;brain barrier in a mice hemorrhage model</article-title>. <source>J. Neurosci. Methods</source> <volume>195</volume>, <fpage>206</fpage>&#x2013;<lpage>210</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jneumeth.2010.12.013</pub-id>, PMID: <pub-id pub-id-type="pmid">21168441</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miedel</surname> <given-names>C. J.</given-names></name> <name><surname>Patton</surname> <given-names>J. M.</given-names></name> <name><surname>Miedel</surname> <given-names>A. N.</given-names></name> <name><surname>Miedel</surname> <given-names>E. S.</given-names></name> <name><surname>Levenson</surname> <given-names>J. M.</given-names></name></person-group> (<year>2017</year>). <article-title>Assessment of spontaneous alternation, novel object recognition and limb clasping in transgenic mouse models of amyloid-&#x03B2; and tau neuropathology</article-title>. <source>J. Vis. Exp.</source> <volume>123</volume>:<fpage>55523</fpage>. doi: <pub-id pub-id-type="doi">10.3791/55523</pub-id>, PMID: <pub-id pub-id-type="pmid">28605382</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moraes</surname> <given-names>M. M. T.</given-names></name> <name><surname>Galv&#x00E3;o</surname> <given-names>M. C.</given-names></name> <name><surname>Cabral</surname> <given-names>D.</given-names></name> <name><surname>Coelho</surname> <given-names>C. P.</given-names></name> <name><surname>Queiroz-Hazarbassanov</surname> <given-names>N.</given-names></name> <name><surname>Martins</surname> <given-names>M. F. M.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Propentofylline prevents sickness behavior and depressive-like behavior induced by lipopolysaccharide in rats via Neuroinflammatory pathway</article-title>. <source>PLoS One</source> <volume>12</volume>:<fpage>e0169446</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0169446</pub-id>, PMID: <pub-id pub-id-type="pmid">28056040</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morimoto</surname> <given-names>K.</given-names></name> <name><surname>Eguchi</surname> <given-names>R.</given-names></name> <name><surname>Kitano</surname> <given-names>T.</given-names></name> <name><surname>Otsuguro</surname> <given-names>K.</given-names></name></person-group> (<year>2021</year>). <article-title>Alpha and beta adrenoceptors activate interleukin-6 transcription through different pathways in cultured astrocytes from rat spinal cord</article-title>. <source>Cytokine</source> <volume>142</volume>:<fpage>155497</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cyto.2021.155497</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morimoto</surname> <given-names>K.</given-names></name> <name><surname>Kitano</surname> <given-names>T.</given-names></name> <name><surname>Eguchi</surname> <given-names>R.</given-names></name> <name><surname>Otsuguro</surname> <given-names>K.</given-names></name></person-group> (<year>2020</year>). <article-title>Bidirectional modulation of TNF-&#x03B1; transcription via &#x03B1;- and &#x03B2;-adrenoceptors in cultured astrocytes from rat spinal cord</article-title>. <source>Biochem. Biophys. Res. Commun.</source> <volume>528</volume>, <fpage>78</fpage>&#x2013;<lpage>84</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbrc.2020.05.011</pub-id>, PMID: <pub-id pub-id-type="pmid">32451082</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morimoto</surname> <given-names>K.</given-names></name> <name><surname>Ouchi</surname> <given-names>M.</given-names></name> <name><surname>Kitano</surname> <given-names>T.</given-names></name> <name><surname>Eguchi</surname> <given-names>R.</given-names></name> <name><surname>Otsuguro</surname> <given-names>K.</given-names></name></person-group> (<year>2022</year>). <article-title>Dopamine regulates astrocytic IL-6 expression and process formation via dopamine receptors and adrenoceptors</article-title>. <source>Eur. J. Pharmacol.</source> <volume>928</volume>:<fpage>175110</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ejphar.2022.175110</pub-id>, PMID: <pub-id pub-id-type="pmid">35738452</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Na</surname> <given-names>S.-Y.</given-names></name> <name><surname>Krishnamoorthy</surname> <given-names>G.</given-names></name></person-group> (<year>2021</year>). &#x201C;<article-title>Spontaneous mouse models of Neuroinflammation</article-title>&#x201D; in <source>Translational methods for multiple sclerosis research</source>. eds. <person-group person-group-type="editor"><name><surname>Groppa</surname> <given-names>S.</given-names></name> <name><surname>Meuth</surname> <given-names>S. G.</given-names></name></person-group> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Springer US</publisher-name>), <fpage>89</fpage>&#x2013;<lpage>107</lpage>.</citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nazem</surname> <given-names>A.</given-names></name> <name><surname>Sankowski</surname> <given-names>R.</given-names></name> <name><surname>Bacher</surname> <given-names>M.</given-names></name> <name><surname>Al-Abed</surname> <given-names>Y.</given-names></name></person-group> (<year>2015</year>). <article-title>Rodent models of neuroinflammation for Alzheimer&#x2019;s disease</article-title>. <source>J. Neuroinflammation</source> <volume>12</volume>:<fpage>74</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12974-015-0291-y</pub-id>, PMID: <pub-id pub-id-type="pmid">25890375</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pascual</surname> <given-names>O.</given-names></name> <name><surname>Achour</surname> <given-names>S. B.</given-names></name> <name><surname>Rostaing</surname> <given-names>P.</given-names></name> <name><surname>Triller</surname> <given-names>A.</given-names></name> <name><surname>Bessis</surname> <given-names>A.</given-names></name></person-group> (<year>2012</year>). <article-title>Microglia activation triggers astrocyte-mediated modulation of excitatory neurotransmission</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>109</volume>, <fpage>E197</fpage>&#x2013;<lpage>E205</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1111098109</pub-id>, PMID: <pub-id pub-id-type="pmid">22167804</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patel</surname> <given-names>V.</given-names></name> <name><surname>Saxena</surname> <given-names>S.</given-names></name> <name><surname>Lund</surname> <given-names>C.</given-names></name> <name><surname>Thornicroft</surname> <given-names>G.</given-names></name> <name><surname>Baingana</surname> <given-names>F.</given-names></name> <name><surname>Bolton</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>The lancet commission on global mental health and sustainable development</article-title>. <source>Lancet</source> <volume>392</volume>, <fpage>1553</fpage>&#x2013;<lpage>1598</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(18)31612-X</pub-id></citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peng</surname> <given-names>X.</given-names></name> <name><surname>Luo</surname> <given-names>Z.</given-names></name> <name><surname>He</surname> <given-names>S.</given-names></name> <name><surname>Zhang</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name></person-group> (<year>2021</year>). <article-title>Blood-brain barrier disruption by lipopolysaccharide and Sepsis-associated encephalopathy</article-title>. <source>Front. Cell. Infect. Microbiol.</source> <volume>11</volume>:<fpage>768108</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fcimb.2021.768108</pub-id>, PMID: <pub-id pub-id-type="pmid">34804998</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Risher</surname> <given-names>W. C.</given-names></name> <name><surname>Ustunkaya</surname> <given-names>T.</given-names></name> <name><surname>Alvarado</surname> <given-names>J. S.</given-names></name> <name><surname>Eroglu</surname> <given-names>C.</given-names></name></person-group> (<year>2014</year>). <article-title>Rapid Golgi analysis method for efficient and unbiased classification of dendritic spines</article-title>. <source>PLoS One</source> <volume>9</volume>:<fpage>e107591</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0107591</pub-id>, PMID: <pub-id pub-id-type="pmid">25208214</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roohi</surname> <given-names>E.</given-names></name> <name><surname>Jaafari</surname> <given-names>N.</given-names></name> <name><surname>Hashemian</surname> <given-names>F.</given-names></name></person-group> (<year>2021</year>). <article-title>On inflammatory hypothesis of depression: what is the role of IL-6 in the middle of the chaos?</article-title> <source>J. Neuroinflammation</source> <volume>18</volume>:<fpage>45</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12974-021-02100-7</pub-id>, PMID: <pub-id pub-id-type="pmid">33593388</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Runge</surname> <given-names>K.</given-names></name> <name><surname>Cardoso</surname> <given-names>C.</given-names></name> <name><surname>de Chevigny</surname> <given-names>A.</given-names></name></person-group> (<year>2020</year>). <article-title>Dendritic spine plasticity: function and mechanisms</article-title>. <source>Front. Synaptic Neurosci.</source> <volume>12</volume>:<fpage>36</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnsyn.2020.00036</pub-id></citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sancho</surname> <given-names>L.</given-names></name> <name><surname>Contreras</surname> <given-names>M.</given-names></name> <name><surname>Allen</surname> <given-names>N. J.</given-names></name></person-group> (<year>2021</year>). <article-title>Glia as sculptors of synaptic plasticity</article-title>. <source>Neurosci. Res.</source> <volume>167</volume>, <fpage>17</fpage>&#x2013;<lpage>29</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neures.2020.11.005</pub-id>, PMID: <pub-id pub-id-type="pmid">33316304</pub-id></citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sekio</surname> <given-names>M.</given-names></name> <name><surname>Seki</surname> <given-names>K.</given-names></name></person-group> (<year>2015</year>). <article-title>Lipopolysaccharide-induced depressive-like behavior is associated with &#x03B1;1-adrenoceptor dependent downregulation of the membrane GluR1 subunit in the mouse medial prefrontal cortex and ventral tegmental area</article-title>. <source>Int. J. Neuropsychopharmacol.</source> <volume>18</volume>:<fpage>pyu005</fpage>. doi: <pub-id pub-id-type="doi">10.1093/ijnp/pyu005</pub-id>, PMID: <pub-id pub-id-type="pmid">25539502</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sestakova</surname> <given-names>N.</given-names></name> <name><surname>Puzserova</surname> <given-names>A.</given-names></name> <name><surname>Kluknavsky</surname> <given-names>M.</given-names></name> <name><surname>Bernatova</surname> <given-names>I.</given-names></name></person-group> (<year>2013</year>). <article-title>Determination of motor activity and anxiety-related behaviour in rodents: methodological aspects and role of nitric oxide</article-title>. <source>Interdiscip. Toxicol.</source> <volume>6</volume>, <fpage>126</fpage>&#x2013;<lpage>135</lpage>. doi: <pub-id pub-id-type="doi">10.2478/intox-2013-0020</pub-id></citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sethi</surname> <given-names>P.</given-names></name> <name><surname>Virmani</surname> <given-names>G.</given-names></name> <name><surname>Gupta</surname> <given-names>K.</given-names></name> <name><surname>Thumu</surname> <given-names>S. C. R.</given-names></name> <name><surname>Ramanan</surname> <given-names>N.</given-names></name> <name><surname>Marathe</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>Automated morphometric analysis with SMorph software reveals plasticity induced by antidepressant therapy in hippocampal astrocytes</article-title>. <source>J. Cell Sci.</source> <volume>134</volume>:<fpage>258430</fpage>. doi: <pub-id pub-id-type="doi">10.1242/jcs.258430</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharma</surname> <given-names>N.</given-names></name> <name><surname>Dhiman</surname> <given-names>S.</given-names></name> <name><surname>Bodh</surname> <given-names>V.</given-names></name> <name><surname>Sharma</surname> <given-names>D.</given-names></name> <name><surname>Sharma</surname> <given-names>R.</given-names></name> <name><surname>Sharma</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Cognitive dysfunction in ulcerative colitis patients in remission and its comparison with patients with irritable bowel syndrome and healthy controls</article-title>. <source>Indian J. Gastroenterol.</source> <volume>40</volume>, <fpage>169</fpage>&#x2013;<lpage>175</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12664-020-01122-y</pub-id>, PMID: <pub-id pub-id-type="pmid">33417176</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname> <given-names>J. J.</given-names></name> <name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Wang</surname> <given-names>N.</given-names></name> <name><surname>Zhou</surname> <given-names>X. Y.</given-names></name> <name><surname>Liu</surname> <given-names>Y.</given-names></name> <name><surname>Zhang</surname> <given-names>Z.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Gastrodin ameliorates the lipopolysaccharide-induced neuroinflammation in mice by downregulating miR-107-3p</article-title>. <source>Front. Pharmacol.</source> <volume>13</volume>:<fpage>1044375</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fphar.2022.1044375</pub-id></citation></ref>
<ref id="ref65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname> <given-names>C.</given-names></name> <name><surname>Wang</surname> <given-names>H.</given-names></name></person-group> (<year>2011</year>). <article-title>Cytokines mediated inflammation and decreased neurogenesis in animal models of depression</article-title>. <source>Prog. Neuro-Psychopharmacol. Biol. Psychiatry</source> <volume>35</volume>, <fpage>760</fpage>&#x2013;<lpage>768</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.pnpbp.2010.06.020</pub-id>, PMID: <pub-id pub-id-type="pmid">20600462</pub-id></citation></ref>
<ref id="ref66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stein</surname> <given-names>I. S.</given-names></name> <name><surname>Zito</surname> <given-names>K.</given-names></name></person-group> (<year>2019</year>). <article-title>Dendritic spine elimination: molecular mechanisms and implications</article-title>. <source>Neuroscientist</source> <volume>25</volume>, <fpage>27</fpage>&#x2013;<lpage>47</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1073858418769644</pub-id>, PMID: <pub-id pub-id-type="pmid">29716431</pub-id></citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>Y.</given-names></name> <name><surname>Koyama</surname> <given-names>Y.</given-names></name> <name><surname>Shimada</surname> <given-names>S.</given-names></name></person-group> (<year>2022</year>). <article-title>Inflammation from peripheral organs to the brain: how does systemic inflammation cause Neuroinflammation?</article-title> <source>Front. Aging Neurosci.</source> <volume>14</volume>:<fpage>903455</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnagi.2022.903455</pub-id>, PMID: <pub-id pub-id-type="pmid">35783147</pub-id></citation></ref>
<ref id="ref68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tamura</surname> <given-names>Y.</given-names></name> <name><surname>Yamato</surname> <given-names>M.</given-names></name> <name><surname>Kataoka</surname> <given-names>Y.</given-names></name></person-group> (<year>2022</year>). <article-title>Animal models for Neuroinflammation and potential treatment methods</article-title>. <source>Front. Neurol.</source> <volume>13</volume>:<fpage>890217</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fneur.2022.890217</pub-id>, PMID: <pub-id pub-id-type="pmid">35832182</pub-id></citation></ref>
<ref id="ref69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vargas-Caraveo</surname> <given-names>A.</given-names></name> <name><surname>Sayd</surname> <given-names>A.</given-names></name> <name><surname>Maus</surname> <given-names>S. R.</given-names></name> <name><surname>Caso</surname> <given-names>J. R.</given-names></name> <name><surname>Madrigal</surname> <given-names>J. L. M.</given-names></name> <name><surname>Garc&#x00ED;a-Bueno</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Lipopolysaccharide enters the rat brain by a lipoprotein-mediated transport mechanism in physiological conditions</article-title>. <source>Sci. Rep.</source> <volume>7</volume>:<fpage>13113</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-017-13302-6</pub-id>, PMID: <pub-id pub-id-type="pmid">29030613</pub-id></citation></ref>
<ref id="ref70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yankelevitch-Yahav</surname> <given-names>R.</given-names></name> <name><surname>Franko</surname> <given-names>M.</given-names></name> <name><surname>Huly</surname> <given-names>A.</given-names></name> <name><surname>Doron</surname> <given-names>R.</given-names></name></person-group> (<year>2015</year>). <article-title>The forced swim test as a model of depressive-like behavior</article-title>. <source>J. Vis. Exp.</source> <volume>97</volume>:<fpage>52587</fpage>. doi: <pub-id pub-id-type="doi">10.3791/52587</pub-id>, PMID: <pub-id pub-id-type="pmid">25867960</pub-id></citation></ref>
<ref id="ref71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yin</surname> <given-names>R.</given-names></name> <name><surname>Zhang</surname> <given-names>K.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Tang</surname> <given-names>Z.</given-names></name> <name><surname>Zheng</surname> <given-names>R.</given-names></name> <name><surname>Ma</surname> <given-names>Y.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Lipopolysaccharide-induced depression-like model in mice: meta-analysis and systematic evaluation</article-title>. <source>Front. Immunol.</source> <volume>14</volume>:<fpage>14</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2023.1181973</pub-id>, PMID: <pub-id pub-id-type="pmid">37359525</pub-id></citation></ref>
<ref id="ref72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Young</surname> <given-names>K.</given-names></name> <name><surname>Morrison</surname> <given-names>H.</given-names></name></person-group> (<year>2018</year>). <article-title>Quantifying microglia morphology from photomicrographs of immunohistochemistry prepared tissue using ImageJ</article-title>. <source>J. Vis. Exp.</source> <volume>136</volume>:<fpage>57648</fpage>. doi: <pub-id pub-id-type="doi">10.3791/57648</pub-id>, PMID: <pub-id pub-id-type="pmid">29939190</pub-id></citation></ref>
<ref id="ref73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>Z.</given-names></name> <name><surname>Lin</surname> <given-names>Y. T.</given-names></name> <name><surname>Chen</surname> <given-names>J. C.</given-names></name></person-group> (<year>2021</year>). <article-title>Knockout of npffr2 prevents lps-induced depressive-like responses in mice</article-title>. <source>Int. J. Mol. Sci.</source> <volume>22</volume>:<fpage>7611</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms22147611</pub-id></citation></ref>
<ref id="ref74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yuan</surname> <given-names>N.</given-names></name> <name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Xia</surname> <given-names>Y.</given-names></name> <name><surname>Dai</surname> <given-names>J.</given-names></name> <name><surname>Liu</surname> <given-names>C.</given-names></name></person-group> (<year>2019</year>). <article-title>Inflammation-related biomarkers in major psychiatric disorders: a cross-disorder assessment of reproducibility and specificity in 43 meta-analyses</article-title>. <source>Transl. Psychiatry</source> <volume>9</volume>:<fpage>233</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41398-019-0570-y</pub-id>, PMID: <pub-id pub-id-type="pmid">31534116</pub-id></citation></ref>
<ref id="ref75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zorec</surname> <given-names>R.</given-names></name> <name><surname>Horvat</surname> <given-names>A.</given-names></name> <name><surname>Vardjan</surname> <given-names>N.</given-names></name> <name><surname>Verkhratsky</surname> <given-names>A.</given-names></name></person-group> (<year>2015</year>). <article-title>Memory formation shaped by astroglia</article-title>. <source>Front. Integr. Neurosci.</source> <volume>9</volume>:<fpage>168809</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnint.2015.00056</pub-id>, PMID: <pub-id pub-id-type="pmid">26635551</pub-id></citation></ref>
</ref-list>
</back>
</article>