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<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.2022.849372</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>White Matter Injury in Preterm Infants: Pathogenesis and Potential Therapy From the Aspect of the Gut&#x2013;Brain Axis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>He</surname> <given-names>Yu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/991839/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Yuni</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1343867/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname> <given-names>Fang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shi</surname> <given-names>Yuan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/734290/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neonatology, Children&#x2019;s Hospital of Chongqing Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Chongqing Key Laboratory of Pediatrics, Children&#x2019;s Hospital of Chongqing Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Zoltan Molnar, University of Oxford, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Helen B. Stolp, Royal Veterinary College (RVC), United Kingdom; Anita C. Truttmann, Lausanne University Hospital, Switzerland</p></fn>
<corresp id="c001">&#x002A;Correspondence: Fang Li, <email>rematalili@hospital.cqmu.edu.cn</email></corresp>
<corresp id="c002">Yuan Shi, <email>shiyuan@hospital.cqmu.edu.cn</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Gut-Brain Axis, a section of the journal Frontiers in Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>16</volume>
<elocation-id>849372</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 He, Zhang, Li and Shi.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>He, Zhang, Li and Shi</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>Very preterm infants who survive are at high risk of white matter injury (WMI). With a greater understanding of the pathogenesis of WMI, the gut microbiota has recently drawn increasing attention in this field. This review tries to clarify the possible mechanisms behind the communication of the gut bacteria and the immature brain <italic>via</italic> the gut&#x2013;brain axis. The gut microbiota releases signals, such as microbial metabolites. These metabolites regulate inflammatory and immune responses characterized by microglial activation, which ultimately impact the differentiation of pre-myelinating oligodendrocytes (pre-OLs) and lead to WMI. Moreover, probiotics and prebiotics emerge as a promising therapy to improve the neurodevelopmental outcome. However, future studies are required to clarify the function of these above products and the optimal time for their administration within a larger population. Based on the existing evidence, it is still too early to recommend probiotics and prebiotics as effective treatments for WMI.</p>
</abstract>
<kwd-group>
<kwd>white matter injury</kwd>
<kwd>oligodendrocyte precursor cells</kwd>
<kwd>hypomyelination</kwd>
<kwd>microglia</kwd>
<kwd>inflammation</kwd>
<kwd>short-chain fatty acids</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="124"/>
<page-count count="11"/>
<word-count count="9180"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>The global incidence of preterm births has been increasing and has accounted for 11% of all live births worldwide in 2010 (<xref ref-type="bibr" rid="B17">Blencowe et al., 2013</xref>). Although the survival rate of preterm infants has notably increased due to medical advancements, unfortunately, many survivors, particularly very preterm infants (less than 28 gestational weeks), are present with impaired neurodevelopment later in life, which may lead to subsequent economic burden. White matter injury (WMI) is a unique and common form of brain injury in preterm infants, especially in those born before 28 gestational weeks (<xref ref-type="bibr" rid="B83">Rantakari et al., 2021</xref>). Accumulating evidence over recent decades indicates that the gut microbiota has a critical role in WMI as it regulates oligodendrocyte (OL) maturation and inflammation. Herein, we discussed the crosstalk of preterm WMI and the gut microbiome and elucidated the potential mechanisms by which the gut bacteria and the immature brain communicate with each other. This communication occurs <italic>via</italic> several pathways involving microbial metabolites and inflammatory and immune responses characterized by microglial activation, which ultimately impact the differentiation of pre-myelinating OLs (pre-OLs) and lead to WMI. Currently, the treatment of WMI is limited to preventive management rather than targeted therapies. In this review, we summarized the updated evidence of microbial-based intervention and treatment (e.g., probiotics and prebiotics) for preterm WMI and tried to analyze the neuroprotective efficacy of probiotics and prebiotics in very preterm infants.</p>
</sec>
<sec id="S2">
<title>Overview of White Matter Injury</title>
<p>At present, brain injuries after preterm birth involve not only white matter (<xref ref-type="bibr" rid="B82">Pierrat et al., 2017</xref>) but also gray matter (<xref ref-type="bibr" rid="B78">Ophelders et al., 2020</xref>), even cerebellum (<xref ref-type="bibr" rid="B107">Van Kooij et al., 2012</xref>). In this review, we discussed WMI, which is a unique form of brain injury in very preterm infants and causes neurological complications, such as cerebral palsy, audiovisual dysfunction, and cognitive impairment. The most serious outcome is periventricular leukomalacia, which appears as large areas of cystic necrosis adjacent to the ventricular wall. The patterns of WMI mainly comprise two major forms of pathology, namely, necrotic and diffuse WMI (<xref ref-type="bibr" rid="B8">Back, 2015</xref>, <xref ref-type="bibr" rid="B9">2017</xref>). Necrotic WMI can be divided into two types, namely, cystic and non-cystic or microscopic WMI, which has a diameter of less than 1 mm. Although cystic WMI was the more common form of WMI in the last few decades, its current prevalence has markedly declined to &#x003C;5% due to improvements in perinatal care (<xref ref-type="bibr" rid="B47">Groenendaal et al., 2010</xref>). Diffuse WMI, however, is reportedly the most common form of preterm brain injury in recent cohorts of preterm newborns (<xref ref-type="bibr" rid="B11">Back and Miller, 2014</xref>; <xref ref-type="bibr" rid="B8">Back, 2015</xref>). As reviewed by <xref ref-type="bibr" rid="B9">Back (2017)</xref>, diffuse WMI is featured by selective death of pre-OLs in contrast to necrotic WMI. Multiple perinatal insults selectively trigger pre-OL injury, whereas compensatory pre-OLs regenerated in diffuse WMI fail to differentiate into mature OLs (<xref ref-type="bibr" rid="B78">Ophelders et al., 2020</xref>). Hence, impaired myelination in diffuse WMI is caused by arrested pre-OL maturation rather than white matter necrosis and displays in MRI with decreased white matter volume, thinning of the white matter tracts, and diffuse microscopic injury (<xref ref-type="bibr" rid="B87">Rutherford et al., 2010</xref>; <xref ref-type="bibr" rid="B4">Alexandrou et al., 2014</xref>).</p>
<p>Although the pathogenesis of WMI remains speculative, there are several perinatal triggers associated with WMI in very preterm infants, such as antepartum infection (<xref ref-type="bibr" rid="B40">Elovitz et al., 2011</xref>; <xref ref-type="bibr" rid="B25">Chau et al., 2014</xref>; <xref ref-type="bibr" rid="B60">Jenster et al., 2014</xref>; <xref ref-type="bibr" rid="B117">Yap and Perlman, 2020</xref>) (i.e., maternal chorioamnionitis), hypoxic&#x2013;ischemic injury (<xref ref-type="bibr" rid="B59">Jellema et al., 2013</xref>; <xref ref-type="bibr" rid="B114">Wang et al., 2019</xref>), multiple postnatal detrimental exposures (<xref ref-type="bibr" rid="B115">Wyatt, 2007</xref>; <xref ref-type="bibr" rid="B2">Albertine, 2012</xref>; <xref ref-type="bibr" rid="B78">Ophelders et al., 2020</xref>) (i.e., mechanical ventilation, hemodynamic instability, oxidative stress, and neonatal sepsis), and early nutritional intake (<xref ref-type="bibr" rid="B13">Beauport et al., 2017</xref>; <xref ref-type="bibr" rid="B90">Schneider et al., 2018</xref>; <xref ref-type="bibr" rid="B21">Brandt et al., 2021</xref>; <xref ref-type="bibr" rid="B53">Hortensius et al., 2021</xref>). Moreover, the combination of immature cerebrovascular anatomy, disturbed autoregulation, and extrinsic insult exposure, such as hypoxia, ischemia, and inflammation, predisposes the vulnerable underdeveloped brain to impairment (<xref ref-type="bibr" rid="B91">Schneider and Miller, 2019</xref>). A period of persistent placental insufficiency and moderate hypoxemia during the last one-third of the gestation period hampers the brain development of a sheep fetus, particularly, the myelination of cortical white matter (<xref ref-type="bibr" rid="B70">Mallard et al., 1998</xref>; <xref ref-type="bibr" rid="B37">Duncan et al., 2004</xref>). Notably, WMI in very preterm infants is different from hypoxic&#x2013;ischemic encephalopathy in full-term infants.</p>
<p>A remarkable feature of preterm WMI is hypomyelination. Normal myelination is critical for axonal conductivity and further plays an essential role in cerebral cortical development (<xref ref-type="bibr" rid="B110">Volpe, 2019</xref>) and learning and memory later in life (<xref ref-type="bibr" rid="B113">Wang et al., 2020</xref>). The pre-OLs are particularly vulnerable to insults like hypoxia and inflammation after preterm birth and are the major cellular targets in the preterm brain (<xref ref-type="bibr" rid="B111">Volpe et al., 2011</xref>; <xref ref-type="bibr" rid="B108">van Tilborg et al., 2018</xref>). Immature pre-OLs, migrating from OL precursor cells (OPCs), finally turn into mature OLs that produce the myelin used for encapsulating axons (<xref ref-type="bibr" rid="B108">van Tilborg et al., 2018</xref>). In preterm WMI, OPCs move into the regions of white matter, where they differentiate into pre-OLs as a supplement to OLs. However, these newly generated pre-OLs fail to differentiate into mature myelinating OLs (<xref ref-type="bibr" rid="B92">Segovia et al., 2008</xref>). This leads to a reduction in OLs in WMI, which eventually leads to hypomyelination.</p>
<p>Regarding the mechanisms that lead to the maturation arrest or death of OLs, oxidative stress is among the major causes. During the perinatal period, the excessive free radicals released after inflammation, hypoxia, and ischemia&#x2013;reperfusion may disrupt the regular redox state of cells, thus increasing oxidative stress and its associated toxic effects. Pre-OLs are susceptible to oxidative stress (<xref ref-type="bibr" rid="B95">Sheldon et al., 2004</xref>; <xref ref-type="bibr" rid="B10">Back et al., 2005</xref>). Genes that regulate the maturation of OLs are activated by oxidative stress. Oxidative stress can hinder the differentiation of OLs by promoting global histone acetylation (<xref ref-type="bibr" rid="B44">French et al., 2009</xref>; <xref ref-type="bibr" rid="B35">Dewald et al., 2011</xref>). Oxidative stress can also cause the death of pre-OLs by activating the caspase systems (<xref ref-type="bibr" rid="B10">Back et al., 2005</xref>).</p>
<p>Furthermore, inflammation has recently drawn increasing attention for its role in brain injury (<xref ref-type="bibr" rid="B48">Hagberg et al., 2015</xref>). Treating mice with interleukin-1&#x03B2; (IL-1&#x03B2;) led to an increase in the number of unmyelinated axons and caused WMI. We assumed that this is because IL-1&#x03B2; inhibits the maturation of OLs by disrupting several transcription factors that could regulate the maturation of OLs (<xref ref-type="bibr" rid="B42">Favrais et al., 2011</xref>). In addition, tumor necrosis factor (TNF) is reportedly a key mediator in promoting lipopolysaccharide-induced death of OLs (<xref ref-type="bibr" rid="B62">Kim et al., 2011</xref>).</p>
<p>Moreover, the arrested maturation of pre-OLs is accompanied by microglial activation. The cerebral white matter is predominantly populated with microglia at 20&#x2013;35 weeks&#x2019; gestation (<xref ref-type="bibr" rid="B15">Billiards et al., 2006</xref>), a period when numerous critical developmental events are occurring and when various perinatal insults (e.g., hypoxia, ischemia, and inflammation) are presented to trigger WMI. Microglia can be activated by recognizing various signals (primarily PAMPs and DAMPs) produced by cell death and inflammation (<xref ref-type="bibr" rid="B124">Ziemka-Nalecz et al., 2017</xref>). The microglia could be divided into active pro-inflammatory state (M1) and anti-inflammatory state microglia (M2) (<xref ref-type="bibr" rid="B49">Hammond et al., 2018</xref>). The activated M1 microglia act like macrophages, which can phagocytize, proliferate, and migrate into the injured areas (<xref ref-type="bibr" rid="B18">Bokobza et al., 2019</xref>). These cells can produce free radicals and generate pro-inflammatory cytokines, which can further exacerbate neuroinflammation and cause insults to OLs and neurons. Conversely, the M2 microglia can supply iron and increase the expression of PDGF-AA, VEGF, and IGF-1 to maintain OPC survival and promote OPC maturation (<xref ref-type="bibr" rid="B105">Todorich et al., 2009</xref>; <xref ref-type="bibr" rid="B80">Pang et al., 2013</xref>). Thus, diversion of microglia not in an active pro-inflammatory state (M2) to a phenotype with pro-inflammatory (M1) function could lead to the disturbed maturation of OLs observed in WMI. In addition to OL and axonal development, microglia take part in several crucial developmental events, such as synaptic formation, pruning, and plasticity (<xref ref-type="bibr" rid="B49">Hammond et al., 2018</xref>).</p>
<p>In addition to the innate immune system, the adaptive immune system also participates in WMI. The activation of T helper cells is demonstrated to be toxic to OLs (<xref ref-type="bibr" rid="B52">Horiuchi et al., 2006</xref>). Other studies have also revealed that T cells may influence the myelination in WMI in very preterm neonates (<xref ref-type="bibr" rid="B52">Horiuchi et al., 2006</xref>; <xref ref-type="bibr" rid="B3">Albertsson et al., 2014</xref>; <xref ref-type="bibr" rid="B79">Ortega et al., 2016</xref>).</p>
<p>These factors include pro-inflammatory cytokines, activated immune cells, and oxidative stress, which altogether lead to the maturation arrest of OLs and subsequently hypomyelination. Moreover, they shift the microglia into a pro-inflammatory state, which can further cause damage to OLs and can result in WMI.</p>
</sec>
<sec id="S3">
<title>Major Events in Brain Development Occurring in Sync With Changes in Intestinal Microbiome</title>
<p>Neurodevelopment is a complicated and fluctuant process that is governed by multiple factors. Premature birth coincides with a crucial period when the brain undergoes several principal developmental events. In addition, these events were reported to be influenced by signals from the gut microbiota. There is no consensus on whether the fetus contains or is devoid of bacteria. Recent studies have reported the presence of microbiota in the placenta and amniotic fluid, indicating that the womb is not sterile (<xref ref-type="bibr" rid="B81">Perez-Mu&#x00F1;oz et al., 2017</xref>; <xref ref-type="bibr" rid="B20">Bolte et al., 2022</xref>). However, others have questioned this evidence because of lacking controls of contamination (<xref ref-type="bibr" rid="B104">Theis et al., 2019</xref>) and have maintained that the fetus is living in a sterile environment. Anyway, early life exposures during pregnancy and lactation lead to alterations in microbiome throughout the life of offspring (<xref ref-type="bibr" rid="B20">Bolte et al., 2022</xref>). Because of individual variations, it is challenging to precisely define the composition of healthy microbiota during early life. However, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, it is well known that microbiota in neonates seem to follow certain developmental trajectories. Shortly after birth, the intestine is predominantly colonized by <italic>Enterobacteriaceae</italic>, <italic>Clostridiaceae</italic>, and <italic>Bifidobacteriaceae</italic>, and has low abundance of <italic>Lachnospiraceae</italic> and <italic>Ruminococcaceae</italic> (<xref ref-type="bibr" rid="B19">Bokulich et al., 2016</xref>; <xref ref-type="bibr" rid="B118">Yassour et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Chu et al., 2017</xref>). Besides, <xref ref-type="bibr" rid="B12">B&#x00E4;ckhed et al. (2015)</xref> identified that the intestine of a neonate is aerobic and colonized with <italic>Bifidobacterium</italic>, <italic>Enterococcus</italic>, <italic>Escherichia/Shigella</italic>, <italic>Streptococcus</italic>, <italic>Bacteroides</italic>, and <italic>Rothia</italic>, and reflects the intestinal microbial composition of their mothers. As the neonate matures, bacteria proliferate dramatically and consume large amount of oxygen in the intestinal tract, forming an environment conducive to the colonization of anaerobic bacteria (<xref ref-type="bibr" rid="B63">Koenig et al., 2011</xref>). At the age of 1 year, kids are inhabited by <italic>Clostridium</italic>, <italic>Ruminococcus</italic>, <italic>Veillonella</italic>, <italic>Roseburia</italic>, <italic>Akkermansia</italic>, <italic>Alistipes</italic>, <italic>Eubacterium</italic>, <italic>Faecalibacterium</italic>, and <italic>Prevotella</italic> (<xref ref-type="bibr" rid="B12">B&#x00E4;ckhed et al., 2015</xref>). During the first year of life, the infants experience weaning, a shift to solid food intake, and rapid development of the brain. Strict anaerobes subsequently dominate the gut, and by around 3 years of age, an increased diversity of <italic>Bacteroidetes</italic> and <italic>Firmicutes</italic> similar to adulthood levels is noted (<xref ref-type="bibr" rid="B63">Koenig et al., 2011</xref>). Meanwhile, the infant microbiome during this period is susceptible to various perturbational factors, such as prenatal factors (e.g., maternal and intrauterine microbiome, diet, and stress), mode of delivery (<xref ref-type="bibr" rid="B36">Dominguez-Bello et al., 2010</xref>), gestational age (<xref ref-type="bibr" rid="B43">Fouhy et al., 2019</xref>), and some postnatal factors (<xref ref-type="bibr" rid="B122">Zhong et al., 2019</xref>) (antibiotics, breast feeding vs. formula feeding, and NICU environment). Recent research also found that basic neurodevelopmental processes coexist with the shift of intestinal microbiota (<xref ref-type="bibr" rid="B69">Lu et al., 2018</xref>). Research indicates that gut microbiota participates in perinatal brain development, including neurogenesis (<xref ref-type="bibr" rid="B75">M&#x00F6;hle et al., 2016</xref>), microglial maturation (<xref ref-type="bibr" rid="B72">Matcovitch-Natan et al., 2016</xref>), blood&#x2013;brain barrier (BBB) development (<xref ref-type="bibr" rid="B22">Braniste et al., 2014</xref>), and myelination (<xref ref-type="bibr" rid="B46">Gacias et al., 2016</xref>), which persists into adulthood, as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, and will be explained in the following paragraphs. Here, germ-free (GF) mice provide strong evidence for the role of gut microbiota in neural development.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Developmental trajectories of gut microbiome and major neurodevelopmental events from birth to 3-year-old. This graph reveals changes in gut microbiota from birth to 3-year-old accompanied by major processes in neural development, suggesting that the developmental trajectory of the nervous system seems to overlap with that of the intestinal flora as life progresses. There exists a sensitive period in the gut&#x2013;brain axis development, which is present with high microbial plasticity and critical for neurodevelopment. Microbial taxa in the middle are the predominant ones at different stages of life.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-16-849372-g001.tif"/>
</fig>
<p>Neurogenesis is influenced by the gut microbiota, demonstrated by the evidence that neurogenesis differs between GF mice and specific pathogen-free (SPF) mice. Neurogenesis in the dorsal hippocampus was increased in adult GF mice when compared with SPF mice. In addition, adult mice treated with antibiotics were found decreased hippocampal neurogenesis, which is mediated by Ly6Chi monocytes (<xref ref-type="bibr" rid="B77">Ogbonnaya et al., 2015</xref>; <xref ref-type="bibr" rid="B75">M&#x00F6;hle et al., 2016</xref>). GF mice also showed increased hippocampal and amygdala volumes (<xref ref-type="bibr" rid="B77">Ogbonnaya et al., 2015</xref>). Moreover, the brain-derived neurotrophic factor, which governs neuronal survival, was reportedly decreased in GF mice when compared with SPF mice (<xref ref-type="bibr" rid="B55">Ichim et al., 2012</xref>). These data provide evidence that intestinal microbes can influence the differentiation of neurons and ultimately brain development and health. Unlike neurons, microglia are responsible for immune defense in the central nervous system and play a key role in brain development, such as OL maturation and synaptic development mentioned earlier (<xref ref-type="bibr" rid="B41">Erny et al., 2015</xref>). <xref ref-type="bibr" rid="B72">Matcovitch-Natan et al. (2016)</xref> identified three stages of microglia maturation, which are characterized by transcriptionally gene expression and associated with chromatin changes, coinciding with the brain development. Furthermore, they found that the normal development of microglia is influenced by the gut microbiome. GF mice harbor microglia which exhibited dysregulation of a variety of genes associated with the mature adult phase and proper immune response (<xref ref-type="bibr" rid="B72">Matcovitch-Natan et al., 2016</xref>). These immature microglia have a weakened capacity to protect against infection and recognize microbially associated molecular patterns (MAMPs). However, this study is conducted in mice, while the picture is more complicated within the human body. Interestingly, such abnormal responses can be reversed by the supplementation of microbiota-derived short-chain fatty acids (SCFAs) (<xref ref-type="bibr" rid="B41">Erny et al., 2015</xref>).</p>
<p>The BBB starts to develop during the period of gestational life. However, BBB permeability in GF mice is dramatically increased compared to SPF mice and is accompanied by lower expression of the tight junction protein (i.e., occludin) (<xref ref-type="bibr" rid="B22">Braniste et al., 2014</xref>). Furthermore, it has been suggested that BBB permeability can be rescued by postnatal colonization of the microbiota (<xref ref-type="bibr" rid="B22">Braniste et al., 2014</xref>), indicating that microbiota can have a pivotal effect on the development of the BBB. Interestingly, the BBB works as an intermediate pathway for the gut&#x2013;brain axis (<xref ref-type="bibr" rid="B67">Louveau et al., 2015</xref>).</p>
<p>As for myelination, OPCs differentiate into OLs and myelinated axons. This occurs in the frontal lobes of the cerebral cortex and is essential for learning and memory later in life. Similarly, myelination is also affected by the colonization of GF animals or antibiotic treatments. More details on the participation of the gut&#x2013;brain axis in myelination are elucidated in the following section.</p>
<p>In summary, there are some sensitive periods in the development of gut&#x2013;brain axis, which are critical for neurodevelopment. For example, recolonization with normal microbiota in GF mice restored the social deficits when performed at weaning but failed when performed 4 weeks later in adulthood (<xref ref-type="bibr" rid="B23">Buffington et al., 2016</xref>). However, even with recolonization as early as weaning (<xref ref-type="bibr" rid="B28">Chu et al., 2019</xref>), several functions in GF animals cannot be reversed, indicating that the gateway for microbial effect on these brain functions has already stopped by the time of weaning. In human studies, compared to antibiotic exposure at later stages in life, antibiotic exposure early in life has been reported to be detrimental to cognitive development (<xref ref-type="bibr" rid="B97">Slykerman et al., 2019</xref>). These results suggest that the gut&#x2013;brain axis plays a crucial role in brain development.</p>
</sec>
<sec id="S4">
<title>Potential Mechanisms of Gut&#x2013;Brain Axis in Preterm White Matter Injury</title>
<sec id="S4.SS1">
<title>The Function of Gut Microbiota and Metabolites in Myelination</title>
<p>The differentiation of pre-OLs and myelination in WMI is crucial, and the gut microbiota may influence the myelination in different ways. <xref ref-type="bibr" rid="B26">Chen et al. (2019)</xref> reported that the use of antibiotics would induce demyelination, whereas, <xref ref-type="bibr" rid="B51">Hoban et al. (2016)</xref> reported that GF mice exhibited hypomyelination with upregulation of genes related to myelination and myelin plasticity. In addition, transplantation of conventional microbiota could reverse these changes in these myelination-activated genes (<xref ref-type="bibr" rid="B51">Hoban et al., 2016</xref>; <xref ref-type="bibr" rid="B26">Chen et al., 2019</xref>). These studies emphasize the importance of gut microbiota in the homeostasis of myelination. Microbiota-derived metabolites are the bridge of the microorganisms and the host since the changes of microbial metabolites reflect the variation of microbiota, environment, and host (<xref ref-type="bibr" rid="B64">Krautkramer et al., 2021</xref>). In spite of the complexity in the crosstalk of microbiota and host, knowledge of metabolites could provide a direct feature of the host&#x2013;microbiota system as a whole, and the function of the microbiota had been explored in several neonatal diseases, such as necrotizing enterocolitis (NEC) (<xref ref-type="bibr" rid="B50">He et al., 2021</xref>; <xref ref-type="bibr" rid="B84">Renwick and Stewart, 2022</xref>) and bronchopulmonary dysplasia (<xref ref-type="bibr" rid="B121">Zhao et al., 2018</xref>). In the gut&#x2013;brain axis, the metabolites released from microbiota also played an important role in myelination of prematurity. <xref ref-type="bibr" rid="B46">Gacias et al. (2016)</xref> revealed that microbiota could change gene expression related to myelination <italic>via</italic> the effect of their cresol metabolites on OLs (<xref ref-type="bibr" rid="B46">Gacias et al., 2016</xref>). This special metabolite may inhibit the differentiation of pre-OLs into mature OLs (<xref ref-type="bibr" rid="B89">Sauma and Casaccia, 2020</xref>). In addition, the treatment of SCFAs could suppress demyelination and enhance remyelination independently of microglia as depletion of microglia does not affect the enhancement of remyelination (<xref ref-type="bibr" rid="B26">Chen et al., 2019</xref>). SCFAs, including acetate, butyrate, and propionate, are the main products of fermented diet fibers and are the candidate metabolites involved in the gut&#x2013;brain axis (<xref ref-type="bibr" rid="B100">Stilling et al., 2016</xref>). SCFAs are primarily produced by the bacteria that belong to Firmicutes and Bacteroidetes phyla, which are less abundant in very preterm babies (<xref ref-type="bibr" rid="B6">Arboleya et al., 2012</xref>; <xref ref-type="bibr" rid="B120">Zhang et al., 2015</xref>). One known potential mechanism for the SCFAs&#x2019; role in WMI is their ability to inhibit histone deacetylases (HDACs) (<xref ref-type="bibr" rid="B112">Waldecker et al., 2008</xref>; <xref ref-type="bibr" rid="B99">Soliman and Rosenberger, 2011</xref>). The expression of various genes can be regulated by acetylation of the histones, which would activate the transcription process. In turn, HDAC would lead to transcriptionally silenced chromatin. In the presence of SCFAs, transcriptionally silenced chromatin caused by HDAC would be reversed as SCFAs are natural HDAC inhibitors (<xref ref-type="bibr" rid="B32">Dalile et al., 2019</xref>). In a neonatal hypoxic&#x2013;ischemic rat model, a marked decrease in the number of OPCs after hypoxic&#x2013;ischemic insult could be reversed by treatment with sodium butyrate <italic>via</italic> the effect of sodium butyrate on acetylated histone 3 (<xref ref-type="bibr" rid="B123">Ziemka-Nalecz et al., 2016</xref>). This result is in agreement with the findings of another study which reported that treatment with sodium butyrate can induce histone acetylation and can further aid in the differentiation and maturation of OLs, consequently conferring protection against WMI in a neonatal hypoxic&#x2013;ischemic rat model (<xref ref-type="bibr" rid="B54">Huang et al., 2018</xref>).</p>
</sec>
<sec id="S4.SS2">
<title>The Inflammatory Regulation of Gut Microbiota in White Matter Injury</title>
<p>Since accumulating evidence suggests that inflammation is a key mediator in WMI in very preterm infants, regulating inflammation may be the bridge of microbiota and preterm brain injury.</p>
<p>An equilibrium relationship between the gut microbiota and immune system is critical to inhibit immoderate inflammation. However, the immune system and gut microbiome in very preterm infants are not fully developed, which may lead to excessive inflammation and negatively affect the brain. A recent study found that <italic>Klebsiella</italic> overgrowth with subsequent alterations, such as increased &#x03B3;&#x03B4; T-cell levels, are highly predictive of preterm brain damage and are associated with a pro-inflammatory immunological environment in the central nervous system (<xref ref-type="bibr" rid="B93">Seki et al., 2021</xref>). In addition, <xref ref-type="bibr" rid="B73">McMurran et al. (2019)</xref> reported that gut microbiota could influence the inflammation in the central nervous system. Antibiotic-treated mice showed activated microglia and macrophages after demyelination (<xref ref-type="bibr" rid="B73">McMurran et al., 2019</xref>). As mentioned earlier, the microbe-derived products of fermented dietary fiber, SCFAs, can ameliorate microglial dysfunction in GF and antibiotic-treated animals (<xref ref-type="bibr" rid="B41">Erny et al., 2015</xref>), indicating that microbial metabolites may be a common mechanism for gut&#x2013;brain communications. The microbiota-derived SCFAs can have an impact on host health as part of the metabolic signaling network (<xref ref-type="bibr" rid="B84">Renwick and Stewart, 2022</xref>). It has already been investigated that this microbial metabolite can influence immunoregulation and inflammatory modulation (<xref ref-type="bibr" rid="B86">Rooks and Garrett, 2016</xref>). SCFAs can regulate the innate immune cells, such as neutrophils, dendritic cells (DCs), and microglia, as well as the adaptive immune system, and can subsequently affect the inflammatory process (<xref ref-type="bibr" rid="B41">Erny et al., 2015</xref>; <xref ref-type="bibr" rid="B30">Corr&#x00EA;a-Oliveira et al., 2016</xref>). By promoting the production of cytokines, such as TNF-&#x03B1;, SCFAs can directly modulate the differentiation of neutrophils (<xref ref-type="bibr" rid="B85">Rodrigues et al., 2016</xref>). Considering the abovementioned inhibitory effect of SCFAs on HDAC, SCFAs can suppress the expression of the key transcription factors, which would consequently block the maturation of macrophages, monocytes, and DCs and weaken their ability to produce inflammatory cells or cytokines (<xref ref-type="bibr" rid="B24">Chang et al., 2014</xref>; <xref ref-type="bibr" rid="B30">Corr&#x00EA;a-Oliveira et al., 2016</xref>). SCFAs can also modulate the adaptive immune system; for example, they may influence the differentiation of regulatory T (Treg) cells (<xref ref-type="bibr" rid="B103">Tanoue et al., 2016</xref>; <xref ref-type="bibr" rid="B32">Dalile et al., 2019</xref>). Treg cells, marked by the expression of the transcription factor FOXP3, play a major role in suppressing unnecessary immune reaction and maintaining homeostasis (<xref ref-type="bibr" rid="B109">Veltkamp et al., 2006</xref>; <xref ref-type="bibr" rid="B74">Moes et al., 2010</xref>). The differentiation, maintenance, and migration of Treg cells are regulated by numerous signals that are mostly offered by the microbiota (<xref ref-type="bibr" rid="B103">Tanoue et al., 2016</xref>). SCFAs can activate Treg cell induction through histone H3 acetylation of the intronic enhancer named conserved non-coding sequence of Foxp3 by inhibiting HDAC activity (<xref ref-type="bibr" rid="B7">Arpaia et al., 2013</xref>; <xref ref-type="bibr" rid="B45">Furusawa et al., 2013</xref>). SCFAs can also directly promote the induction of Treg cells by G protein-coupled receptor 43 (GPR43) (<xref ref-type="bibr" rid="B98">Smith et al., 2013</xref>). Another mechanism for the induction of Treg cells is where butyric acid binds with GPR109A in DCs and promotes the expression of aldehyde dehydrogenase, which can induce the conversion of naive T cells into Treg cells (<xref ref-type="bibr" rid="B96">Singh et al., 2014</xref>). As SCFAs can migrate and follow the bloodstream, they may regulate the inflammation in the central nervous system based on these abovementioned mechanisms. In a neonatal hypoxic&#x2013;ischemic rat model, sodium butyrate reportedly reduced the damage in the brain by inhibiting the production of IL-1&#x03B2; and the chemokine CXCL10, which could lead to hypomyelination and WMI (<xref ref-type="bibr" rid="B58">Jaworska et al., 2017</xref>). Sodium butyrate also reportedly shifted the microglia to the inflammatory inhibition phenotype (M2) in a central nervous system injury model through the HDAC effect (<xref ref-type="bibr" rid="B58">Jaworska et al., 2017</xref>, <xref ref-type="bibr" rid="B57">2019</xref>). The above evidence supports that microbiota and their metabolites could potentially regulate the inflammation in the brain of very preterm babies, as shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>A potential gut&#x2013;brain pathway through which the microbial metabolites might modulate preterm white matter injury. Myelination, which is determined by the normal maturation of pre-OLs, plays a key role in WMI. In the gut&#x2013;brain axis, the microbial metabolites, such as SCFAs, which inhibit HDAC, could regulate oligodendrocyte maturation and subsequently myelination. Moreover, SCFAs can also regulate immune cells, such as macrophages, T cells, microglia, and DCs. For example, SCFAs could inhibit the differentiation of microglia into pro-inflammatory type, which may damage the maturation of pre-myelinating oligodendrocyte. In addition, SCFAs could weaken the production of cytokines, such as interleukin-1&#x03B2; and CXCL10. By modulating the immune cells and cytokines, microbial metabolites can further regulate oligodendrocyte maturation and protect extremely preterm infants from WMI. DCs, dendritic cells; IL-1&#x03B2;, interleukin-1; Pre-OLs, pre-myelinating oligodendrocytes; OLs, oligodendrocytes; WMI, white matter injury; HDAC, histone deacetylases.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-16-849372-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="S5">
<title>Potential Microbial Dependent Therapy to White Matter Injury in Very Preterm Babies</title>
<p>Probiotics are live microorganisms that can offer health benefits to the host (<xref ref-type="bibr" rid="B71">Martin and Walker, 2008</xref>). Probiotics may attenuate WMI in very preterm babies as they can shift the gut microbiota and, subsequently, regulate the immune system and inflammation response, which may also be correlated with attenuating WMI, as previously introduced (<xref ref-type="bibr" rid="B14">Bermudez-Brito et al., 2012</xref>). A recent report showed that administration of <italic>Lactobacillus acidophilus</italic> and <italic>Bifidobacterium infantis</italic> to pregnant mice could promote OL progenitor development, suppress IL-1&#x03B2;-induced systemic inflammation, and attenuate microglial activation in the offspring (<xref ref-type="bibr" rid="B68">Lu et al., 2020</xref>). Various clinic trials have been performed to explore the function of probiotics in very preterm babies. A reduction in the rate of onset of NEC was observed with the prophylactic use of probiotics in very preterm babies (<xref ref-type="bibr" rid="B16">Bin-Nun et al., 2005</xref>; <xref ref-type="bibr" rid="B66">Lin et al., 2008</xref>; <xref ref-type="bibr" rid="B5">AlFaleh and Anabrees, 2014</xref>). Since adverse neurodevelopment is associated with the onset of NEC, it is reasonable to speculate that probiotics may attenuate the neural injury (<xref ref-type="bibr" rid="B94">Shah et al., 2008</xref>; <xref ref-type="bibr" rid="B1">Adams-Chapman, 2018</xref>; <xref ref-type="bibr" rid="B76">Ni&#x00F1;o et al., 2018</xref>; <xref ref-type="bibr" rid="B102">Sun et al., 2018</xref>). Three randomized controlled clinical trials have been carried out to assess the effect of probiotic supplementation on the improvements of neurodevelopment. With a total of 1,210 patients enrolled (birth weight &#x003C; 1,500 g or gestational age &#x003C; 33 weeks), none of the studies reported a significant improvement in neurodevelopmental outcomes of the infant (<xref ref-type="bibr" rid="B27">Chou et al., 2010</xref>; <xref ref-type="bibr" rid="B88">Sari et al., 2012</xref>; <xref ref-type="bibr" rid="B56">Jacobs et al., 2017</xref>). However, in an observational study, the administration of probiotics for neonates was suggested to reduce rotavirus-associated WMI (<xref ref-type="bibr" rid="B119">Yeom et al., 2019</xref>).</p>
<p>Prebiotics are another kind of microbial nutritional components and can regulate the gut microbiota by favoring the growth of beneficial bacteria, such as <italic>Bifidobacteria</italic> (<xref ref-type="bibr" rid="B33">Davani-Davari et al., 2019</xref>). Prebiotics could regulate immune cells, including T cells, neutrophils, and DCs, to maintain immune balance and regulate inflammation response, which could subsequently influence the myelination and WMI in very preterm babies (<xref ref-type="bibr" rid="B39">Eiwegger et al., 2004</xref>; <xref ref-type="bibr" rid="B38">Eiwegger et al., 2010</xref>; <xref ref-type="bibr" rid="B61">Jeurink et al., 2013</xref>). Thus, prebiotics are presumed to attenuate WMI. To the best of our knowledge, two studies have explored the improvements in neurodevelopmental outcomes after prebiotic supplementation, and both have failed to show a significant benefit (<xref ref-type="bibr" rid="B65">LeCouffe et al., 2014</xref>; <xref ref-type="bibr" rid="B106">van den Berg et al., 2016</xref>). Due to the limited data published in this regard, it is difficult to judge whether probiotics or prebiotics can improve neurodevelopmental outcomes and, therefore, further studies are needed to clarify their function in neurodevelopment.</p>
<p>Thus far, the clinical trials of probiotics and prebiotics have failed to demonstrate an ability to reduce WMI in very preterm babies, and several factors may contribute to these unexpected results. First, probiotics were given late (on the seventh day after birth), and WMI may already occur by this time (<xref ref-type="bibr" rid="B27">Chou et al., 2010</xref>). Second, the low incidence of NEC and other predictors of WMI in these studies may obscure the effect of probiotics or prebiotics with small study populations (<xref ref-type="bibr" rid="B27">Chou et al., 2010</xref>; <xref ref-type="bibr" rid="B88">Sari et al., 2012</xref>; <xref ref-type="bibr" rid="B65">LeCouffe et al., 2014</xref>; <xref ref-type="bibr" rid="B106">van den Berg et al., 2016</xref>; <xref ref-type="bibr" rid="B56">Jacobs et al., 2017</xref>). Third, the administration of single-strain probiotics rather than multistrain probiotics may partly explain the lack of effect for probiotics (<xref ref-type="bibr" rid="B88">Sari et al., 2012</xref>). Due to these limitations of these published data, it is difficult to reach a verdict on whether probiotics or prebiotics can improve neurodevelopmental outcomes, and further studies are needed to clarify their function with a larger population and optimal administration time.</p>
</sec>
<sec id="S6" sec-type="conclusion">
<title>Conclusion</title>
<p>The WMI is a multifactorial disease. Accumulating evidence has shown the role of microbiota in WMI; however, the present evidence is inadequate to establish a causative direct link between microbiome and WMI. Nevertheless, detrimental exposures during the prenatal or postnatal period, such as maternal infection, early nutritional intake, and medical interventions in NICU, which cause modifications to microbiome in very preterm infants, are all triggers of WMI. These modifications to microbiota also reflect the variation of extrinsic and intrinsic environments and are proposed to be the pivotal intermediate links. Since gut microbiota may play a critical role in the pathogenesis of WMI, modifications to microbiome in very preterm infants may be a promising target for WMI treatment. In addition, the potential role of the mother and her microbiome (not only vaginal but also oral mucocutaneous microbiome) should be emphasized here, due to the maternal role in infant microbial colonization, beginning with the transfer of microbes <italic>in utero</italic> and continuing its effect through breastfeeding in the early life. The gut&#x2013;brain axis is regarded as a mediator of myelination, and apart from immunological pathway, it also includes endocrine and vagal pathways (<xref ref-type="bibr" rid="B31">Cryan and Dinan, 2012</xref>). For example, hypothalamic&#x2013;pituitary axis, a classical neuroendocrine pathway, remains unexplored in the context of WMI. Reports have shown that maternal separation could influence the hypothalamic&#x2013;pituitary&#x2013;adrenal axis and myelination <italic>via</italic> the blockade of OL differentiation (<xref ref-type="bibr" rid="B34">De Palma et al., 2015</xref>; <xref ref-type="bibr" rid="B116">Yang et al., 2016</xref>). This study also showed that intestinal dysbiosis displayed an exaggerated response of the hypothalamic&#x2013;pituitary axis (<xref ref-type="bibr" rid="B34">De Palma et al., 2015</xref>). The result corresponds to that of another study, wherein the normal microbiota were reported to regulate the response of hypothalamic&#x2013;pituitary axis (<xref ref-type="bibr" rid="B101">Sudo et al., 2004</xref>). These limited data all indicate that more different avenues which may offer more comprehensive interpretations of the role of not only the gut immunological communication but other mechanisms should be explored in WMI in the future.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>YH and YZ wrote the draft of the review. FL and YS have reviewed and revised the review and approved the final version before submission. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<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="pudiscl1" 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>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (Nos. 81401236 and 82001602), the Natural Science Foundation of Chongqing (cstc2021jcyj-msxmX0257), the Science and Health Project of Chongqing Health Commission (Nos. 2021MSXM202 and 2020FYYX217), and the Project of Chongqing Educational Commission (KJQN20 1800410).</p>
</sec>
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</ref-list>
<glossary>
<title>Abbreviations</title>
<def-list id="DL1">
<def-item><term>WMI</term><def><p>white matter injury</p></def></def-item>
<def-item><term>Pre-OLs</term><def><p>pre-myelinating oligodendrocytes</p></def></def-item>
<def-item><term>OL(s)</term><def><p>oligodendrocyte(s)</p></def></def-item>
<def-item><term>OPC(s)</term><def><p>oligodendrocyte precursor cell(s)</p></def></def-item>
<def-item><term>PAMPs</term><def><p>pathogen-associated molecular patterns</p></def></def-item>
<def-item><term>DAMPs</term><def><p>damage-associated molecular patterns</p></def></def-item>
<def-item><term>NICU</term><def><p>neonatal intensive care unit</p></def></def-item>
<def-item><term>SCFAs</term><def><p>short-chain fatty acids</p></def></def-item>
<def-item><term>BBB</term><def><p>blood&#x2013;brain barrier</p></def></def-item>
<def-item><term>MAMPs</term><def><p>microbially-associated molecular patterns</p></def></def-item>
<def-item><term>HDAC</term><def><p>histone deacetylases</p></def></def-item>
<def-item><term>IL-1 &#x03B2; </term><def><p>interleukin-1 &#x03B2;</p></def></def-item>
<def-item><term>TNF</term><def><p>tumor necrosis factor</p></def></def-item>
<def-item><term>PDGF-AA</term><def><p>platelet-derived growth factor-AA</p></def></def-item>
<def-item><term>VEGF</term><def><p>vascular endothelial growth factor</p></def></def-item>
<def-item><term>IGF-1</term><def><p>insulin like factor-1</p></def></def-item>
<def-item><term>DCs</term><def><p>dendritic cells</p></def></def-item>
<def-item><term>Treg</term><def><p>regulatory T cells</p></def></def-item>
<def-item><term>FOXP3</term><def><p>forkhead/winged-helix transcription factor3</p></def></def-item>
<def-item><term>GPR</term><def><p>G Protein-Coupled Receptors</p></def></def-item>
<def-item><term>CXCL10</term><def><p>chemokine (C-X-C motif) ligand 10</p></def></def-item>
<def-item><term>GF</term><def><p>germ-free</p></def></def-item>
<def-item><term>NEC</term><def><p>necrotizing enterocolitis.</p></def></def-item>
</def-list>
</glossary>
</back>
</article>