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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2023.1137161</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Application background and mechanism of short-chain fatty acids in sepsis-associated encephalopathy</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Qiulei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Chang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fan</surname>
<given-names>Weixuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Jingxiao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1392164"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yin</surname>
<given-names>Yongjie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2160237"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Emergency and Critical Care, The Second Hospital of Jilin University</institution>, <addr-line>Changchun</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Anesthesiology, The Second Hospital of Jilin University</institution>, <addr-line>Changchun</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Andrew J Monteith, The University of Tennessee, Knoxville, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Elizabeth Fozo, The University of Tennessee, Knoxville, United States; William Beavers, Louisiana State University, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jingxiao Zhang, <email xlink:href="mailto:zhangjingxiao@jlu.edu.cn">zhangjingxiao@jlu.edu.cn</email>; Yongjie Yin, <email xlink:href="mailto:yinyj@jlu.edu.cn">yinyj@jlu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Intestinal Microbiome, a section of the journal Frontiers in Cellular and Infection Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>13</volume>
<elocation-id>1137161</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Zhang, Lu, Fan, Zhang and Yin</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Zhang, Lu, Fan, Zhang and Yin</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>Sepsis-associated encephalopathy (SAE) is a frequent brain dysfunction found in sepsis patients, manifesting as delirium, cognitive impairment, and abnormal behaviors. The gut microbiome and short-chain fatty acids (SCFAs) are particularly associated with neuroinflammation in patients with SAE, thus noticeably attracting scholars&#x2019; attention. The association of brain function with the gut-microbiota-brain axis was frequently reported. Although the occurrence, development, and therapeutic strategies of SAE have been extensively studied, SAE remains a critical factor in determining the long-term prognosis of sepsis and is typically associated with high mortality. This review concentrated on the interaction of SCFAs with microglia in the central nervous system and discussed the anti-inflammatory and immunomodulatory effects of SCFAs by binding to free fatty acid receptors or acting as histone deacetylase inhibitors. Finally, the prospects of dietary intervention using SCFAs as dietary nutrients in improving the prognosis of SAE were reviewed.</p>
</abstract>
<kwd-group>
<kwd>short-chain fatty acids</kwd>
<kwd>sepsis-associated encephalopathy</kwd>
<kwd>gut-microbiota-brain-axis</kwd>
<kwd>neuroinflammation</kwd>
<kwd>microglia</kwd>
<kwd>dietary intervention</kwd>
</kwd-group>
<contract-sponsor id="cn001">Department of Finance of Jilin Province<named-content content-type="fundref-id">10.13039/501100009991</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Department of Finance of Jilin Province<named-content content-type="fundref-id">10.13039/501100009991</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Department of Science and Technology of Jilin Province<named-content content-type="fundref-id">10.13039/501100011789</named-content>
</contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="62"/>
<page-count count="7"/>
<word-count count="3340"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Sepsis is a life-threatening organ dysfunction caused by a dysregulated host response to infection (<xref ref-type="bibr" rid="B44">Singer et&#xa0;al., 2016</xref>). The central nervous system (CNS) is mainly the first to be affected in the course of sepsis, and it typically manifests as cognitive dysfunction, also known as sepsis-associated encephalopathy (SAE), which has a major role in the poor long-term prognosis of septic patients (<xref ref-type="bibr" rid="B14">Feng et&#xa0;al., 2019</xref>). Unfortunately, sepsis is still incurable, leading to high morbidity and mortality rates despite a broad range of therapeutic strategies, such as fluid resuscitation, enhanced screening, routine microbiological cultures for pathogenic factors, broad-spectrum antimicrobial therapy, etc (<xref ref-type="bibr" rid="B40">Rhodes et&#xa0;al., 2017</xref>). Consequently, it is necessary to improve the therapeutic strategies. Notably, sepsis leads to alterations in gut microbial diversity and abundance and a reduction in short-chain fatty acids (SCFAs), which may be associated with cognitive dysfunction in septic survivors (<xref ref-type="bibr" rid="B56">Wu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B17">Giridharan et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B59">Yuan et&#xa0;al., 2022</xref>). Therefore, whether SCFAs are beneficial to treating neurological dysfunction in SAE has noticeably attracted researchers&#x2019; attention.</p>
<p>SCFAs are the primary end-products of the fermentation of non-digestible carbohydrates. The most abundant SCFAs in the colon and feces include acetate, propionate, and butyrate (<xref ref-type="bibr" rid="B29">Louis and Flint, 2017</xref>). In recent years, numerous studies have extensively investigated SCFAs in nerve injury. Butyrate administration facilitates the differentiation of oligodendrocytes, contributes to the suppression of demyelination, and enhances remyelination in the cuprizone-induced demyelination mice model (<xref ref-type="bibr" rid="B5">Chen et&#xa0;al., 2019</xref>). SCFAs ameliorate experimental autoimmune encephalomyelitis by promoting the polarization of naive T cells to regulatory T (Treg) cells and suppressing the p38 and JNK1 pathways. This manifests as reduced inflammatory cell infiltration, attenuated demyelination, and increased axonal preservation (<xref ref-type="bibr" rid="B20">Haghikia et&#xa0;al., 2015</xref>). Sadler et&#xa0;al. confirmed that the connection with the cerebral cortex induced by SCFAs leads to changes in the density of neurons in the spinal cord and synapses, significantly improving limb motor function recovery in stroke models (<xref ref-type="bibr" rid="B42">Sadler et&#xa0;al., 2020</xref>). In addition, SCFAs can effectively induce the transformation of microglia from M1 pro-inflammatory phenotype to M2 anti-inflammatory phenotype, thus reducing the inflammatory response after nerve injury, promoting the repair of the blood-brain barrier (BBB), and recovering the cerebral function in mice with depressive-like behaviors (<xref ref-type="bibr" rid="B49">Tang et&#xa0;al., 2022</xref>). Notably, SCFAs also influence neuroinflammation in the CNS by affecting glial cell morphology and function, thus providing a basis for subsequent research.</p>
<p>Herein, we reviewed the application background and mechanism of SCFAs as dietary nutrients in SAE to elucidate possible associations with the gut-microbiota-brain axis and provide more favorable evidence for the application of SCFAs in the field of SAE therapy.</p>
</sec>
<sec id="s2">
<title>Application background of SCFAs in sepsis</title>
<p>SCFAs are the end products of the fermentation of dietary fibers by the anaerobic intestinal microbiota. Dietary fibers affect the human microbiome&#x2019;s metabolism and change the host&#x2019;s health status (<xref ref-type="bibr" rid="B48">Tanes et&#xa0;al., 2021</xref>). In sepsis, gut microbiota disturbance may reduce the concentrations of various components of SCFAs in feces and blood, which in turn induces cognitive impairment associated with the increased number of GFAP-positive cells in the prefrontal cortex and hippocampus (<xref ref-type="bibr" rid="B17">Giridharan et&#xa0;al., 2022</xref>). Also, in sepsis, the pathogenic colonization decreases the concentrations of SCFAs at 6 weeks after hospitalization (<xref ref-type="bibr" rid="B57">Yamada et&#xa0;al., 2015</xref>). Therefore, we summarized the background and underlying mechanisms to provide a theoretical basis for applying SCFAs in sepsis.</p>
<p>Partial G protein-coupled receptors (GPRs) located on the surface of cells act as free fatty acid receptors (FFARs) that have an important role in disease regulation. In particular, FFAR2 (GPR43) and FFAR3 (GPR41) are activated by SCFAs (<xref ref-type="bibr" rid="B23">Kimura et&#xa0;al., 2020</xref>), while exogenous administration of SCFAs (acetate: propionate: butyrate at a ratio of 3: 1: 1) can effectively alleviate CLP -induced decrease levels of acetic acid and propionic acid in SAE mice. They can also significantly increase the relative abundance of SCFAs-producing bacteria such as Allobaculum. SCFAs are critical in alleviating neuroinflammation and improving cognitive dysfunction in SAE patients through FFAR2 (<xref ref-type="bibr" rid="B27">Liao et&#xa0;al., 2022</xref>). Moreover, the intestinal flora and its metabolite butyrate have an important role in host SAE susceptibility. Especially the antioxidant stress and neuroprotective effects of butyrate associated with SCFA receptor GPR109A contribute to ameliorating long-term cognitive impairment in SAE (<xref ref-type="bibr" rid="B60">Zhang et&#xa0;al., 2022</xref>). The studies above supported that binding SCFAs to receptors is essential in improving neuroinflammation and cognitive dysfunction. Meanwhile, studies that administered SCFAs before the onset of sepsis did not fully confirm the effectiveness of SCFAs treatment. However, the underlying mechanism is not only associated with these receptors, as intracellular targets associated with histone deacetylases (HDACs) also have a relevant role. HDACs are of essential importance in the modification of chromosome structure and gene expression regulation. SCFAs are natural inhibitors of HDACs. Sodium butyrate, as a histone deacetylase inhibitor (HDACi), may reverse aversive memory in septic animals by reducing HDAC activity after cecal ligation and puncture (CLP) surgery (<xref ref-type="bibr" rid="B45">Steckert et&#xa0;al., 2015</xref>). In addition to the administration of SCFAs at different times and different routes, the study of indole-3-propionic acid (IPA) as a microbiota metabolite of tryptophan (an essential amino acid derived from dietary supplementation), which contribute to modulating gut dysbiosis in septic mice also illustrates the role of the gut microbiome and its metabolites in the pathophysiology of sepsis through different pathways (<xref ref-type="bibr" rid="B13">Fang et&#xa0;al., 2022</xref>). In addition, butyrate may enhance synaptic plasticity and improve depressive-like behaviors and cognitive performance by inhibiting the histone deacetylase (<xref ref-type="bibr" rid="B6">Citraro et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B58">Yu et&#xa0;al., 2020</xref>). Collectively, the administration of SCFAs as HDACi contributes to a new treatment strategy for managing neurological dysfunction with cognitive impairment.</p>
<p>In addition, SCFAs can exert anti-inflammatory, antioxidant, and immunomodulatory effects. Exogenous administration of SCFAs enhances macrophage function, ameliorates <italic>K. pneumoniae</italic>-induced pulmonary inflammation, and improves pneumonia sepsis symptoms (<xref ref-type="bibr" rid="B56">Wu et&#xa0;al., 2020</xref>). Administration of sodium butyrate after the onset of sepsis can reduce proinflammatory cytokine production, attenuate intestinal injury and improve survival rate by inhibiting nuclear factor-&#x3ba;B (NF-&#x3ba;B) activation in CLP-induced septic rats, which suggests that clinical application of sodium butyrate may potentially contribute to inhibition of systemic inflammatory response and sequential organ dysfunction (<xref ref-type="bibr" rid="B16">Fu et&#xa0;al., 2019</xref>). Meanwhile, pretreatment with butyrate attenuated the elevation of pro-inflammatory mediators such as TNF-&#x3b1;, IL-6 and IL-1&#x3b2; levels in LPS&#x2013;induced septic mice or in murine macrophage-like RAW 264.7 cells, which were stimulated by LPS. Moreover, significantly upregulating the expression of anti-inflammatory IL-10 is an important way butyrate alleviates the inflammatory response of sepsis (<xref ref-type="bibr" rid="B52">Wang et&#xa0;al., 2017</xref>). These studies suggested that SCFAs could improve the severity of sepsis and may even increase survival rate through anti-inflammatory pathways. Filippone et&#xa0;al. confirmed sodium propionate&#x2019;s anti-inflammatory and antioxidant effects (<xref ref-type="bibr" rid="B15">Filippone et&#xa0;al., 2020</xref>). However, whether SCFAs have an active anti-inflammatory role depends on their concentrations, serum pH, and etiologies (<xref ref-type="bibr" rid="B50">Tedelind et&#xa0;al., 2007</xref>). Furthermore, in their clinical study, Weng et&#xa0;al. reported that propionate levels were well correlated with sepsis severity and prognostic information, which is of great significance for the next follow-up research (<xref ref-type="bibr" rid="B54">Weng et&#xa0;al., 2018</xref>) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Meanwhile, previous studies also confirmed significantly lower concentrations of stool SCFAs in clinical septic patients (<xref ref-type="bibr" rid="B51">Vald&#xe9;s-Duque et&#xa0;al., 2020</xref>). Moreover, ten days after sepsis induction, the animals still suffered cognitive impairment associated with decreased SCFAs levels, which were triggered by disruption of microbiota-gut-brain axis homeostasis (<xref ref-type="bibr" rid="B17">Giridharan et&#xa0;al., 2022</xref>). Accordingly, the treatment with SCFAs to maintain the concentration of SCFAs, especially after the onset of sepsis, may be more indicative of the reliability of SCFAs in critically ill patients with sepsis. However, future studies are needed to address this issue further. Additionally, when SCFAs are taken up into T lymphocytes, SCFAs-derived acetyl groups contribute to the increase of cellular acetyl-CoA, which may influence the histone acetylation and cytokine gene expression, including the promotion of IL-10 production (<xref ref-type="bibr" rid="B46">Sun et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B31">Luu and Visekruna, 2019</xref>). However, SCFAs have been found to drive the differentiation of naive CD4<sup>+</sup> T cells into Treg cells and supply a viable target for treating autoimmune diseases (<xref ref-type="bibr" rid="B2">Bhutia and Ganapathy, 2015</xref>; <xref ref-type="bibr" rid="B1">Asarat et&#xa0;al., 2016</xref>). These findings confirmed the anti-inflammatory, antioxidant, and immunomodulatory effects of SCFAs. The role of SCFAs in energy metabolism is noteworthy. Previous studies have demonstrated that SCFAs can be used as substrates to participate in fat, cholesterol and glucose metabolism to regulate cellular energy metabolism (<xref ref-type="bibr" rid="B9">den Besten et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B38">Perry et&#xa0;al., 2016</xref>). The microglial mitochondrial functional deficiencies that are rectified by acetate, an SCFA, lead to improved microglial metabolism and the shaped innate immune mechanism during neurodegeneration (<xref ref-type="bibr" rid="B11">Erny et&#xa0;al., 2021</xref>). In summary, these findings better clarify the research background of SCFAs related to sepsis and lay the foundation for further research on the mechanism of application of SCFAs in SAE.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Overview of the application background of SCFAs to sepsis models.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Reference</th>
<th valign="top" align="center">Species</th>
<th valign="top" align="center">Modeling method</th>
<th valign="top" align="center">Measurement of SCFAs</th>
<th valign="top" align="center">Conclusion</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">Giridharan et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">Rat</td>
<td valign="top" align="left">CLP</td>
<td valign="top" align="left">feces,<break/>16S rRNA</td>
<td valign="top" align="left">The gut microbiota, SCFAs, and glial cell may contribute to the treatment of cognitive impairment in septic survivors.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B56">Wu et&#xa0;al., 2020</xref>)</td>
<td valign="top" align="left">Mouse</td>
<td valign="top" align="left">Intranasal inoculate with K. pneumoniae</td>
<td valign="top" align="left">cecal contents and serum,<break/>GC-MS</td>
<td valign="top" align="left">SCFAs ameliorate <italic>K. pneumoniae</italic>-induced pulmonary inflammation.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">Liao et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">Mouse</td>
<td valign="top" align="left">CLP</td>
<td valign="top" align="left">Feces, GC-MS</td>
<td valign="top" align="left">SCFAs protect the cognitive function in SAE mice via GPR43.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B60">Zhang et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">Mouse</td>
<td valign="top" align="left">CLP</td>
<td valign="top" align="left">Feces, GC</td>
<td valign="top" align="left">Butyrate, as a metabolite of the gut microbiota, may affect the susceptibility of mice to SAE.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B45">Steckert et&#xa0;al., 2015</xref>)</td>
<td valign="top" align="left">Rat</td>
<td valign="top" align="left">CLP</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Sodium butyrate administration may contribute to reverse the cognitive damage in septic survivors.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B16">Fu et&#xa0;al., 2019</xref>)</td>
<td valign="top" align="left">Rat</td>
<td valign="top" align="left">CLP</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Sodium butyrate can mitigate the inflammatory response and maintain intestinal barrier function in polymicrobial sepsis.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B52">Wang et&#xa0;al., 2017</xref>)</td>
<td valign="top" align="left">Mouse</td>
<td valign="top" align="left">LPS</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Butyrate, a SCFA, can significantly attenuate the inflammation against sepsis.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B15">Filippone et&#xa0;al., 2020</xref>)</td>
<td valign="top" align="left">J774-A1 cell line</td>
<td valign="top" align="left">LPS</td>
<td valign="top" align="left">ND</td>
<td valign="top" align="left">Propionate, a SCFA, exhibits anti-inflammatory effects on LPS-induced inflammation via significantly reducing NF-&#x3ba;B translocation.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B54">Weng et&#xa0;al., 2018</xref>)</td>
<td valign="top" align="left">Human</td>
<td valign="top" align="left">Severe sepsis</td>
<td valign="top" align="left">Blood, GC-MS</td>
<td valign="top" align="left">Serum propionic acid serves as a significant predictor and a prognostic biomarker in septic patients.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>CLP, cecal ligation and puncture; GC-MS, gas chromatography-mass spectrometer; GPR, G protein-coupled receptor; GC, gas chromatography; ND, not done; HDACi, histone deacetylase inhibitor; LPS, lipopolysaccharide.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3">
<title>Mechanism of SCFAs applied to SAE</title>
<p>The gut microbiota influences the neuroendocrine system by regulating endocrine signals that enteroendocrine cells (EECs) produce. Then, the cerebral function may be further regulated through the correlation between the enteric nervous system (ENS) and CNS (<xref ref-type="bibr" rid="B39">Rao and Gershon, 2018</xref>). The gut microbiota and some metabolites can be translocated from the gut to distant organs through the portal vein or into the thoracic duct through mesenteric lymph nodes, and may ultimately transfer to the blood, influencing the brain (<xref ref-type="bibr" rid="B10">Doig et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B8">Deitch, 2012</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). However, the increase of pathogenic microbiota in the gut and the decrease of gut microbiota products, such as SCFAs, can aggravate brain disorders such as anxiety, pain, depression, autism, Alzheimer&#x2019;s disease, Parkinson&#x2019;s disease, etc (<xref ref-type="bibr" rid="B35">Nagpal et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B43">Sharon et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B62">Zhu et&#xa0;al., 2020</xref>). In sepsis, this may be followed by SAE. The pathophysiology of SAE comprises neuroinflammation and microglial activation, BBB dysfunction, mitochondrial dysfunction, neurotransmitter dysfunction, etc (<xref ref-type="bibr" rid="B32">Mazeraud et&#xa0;al., 2020</xref>). Previous research indicated that the mechanisms related to SCFAs and SAEs might involve the following aspects.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Schematic diagram of gut-microbiota-brain axis. Black arrows represent SCFAs that are the end products of fermentation of dietary fibers metabolized by the gut microbiome. Blue arrows represent the transport of SCFAs from the gut to distant organs through the portal vein or to the thoracic duct and subsequently to the blood through the mesenteric lymph nodes, and ultimately transfer to the blood. Red arrows represent the association between the enteric nervous system (ENS) and CNS, contributing to the regulation of brain function.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1137161-g001.tif"/>
</fig>
<sec id="s3_1">
<title>Neuroinflammation and immunity regulation</title>
<p>Neuroinflammation is the main mechanism underlying the development of SAE (<xref ref-type="bibr" rid="B37">Nardelli et&#xa0;al., 2016</xref>). SCFAs (acetate: propionate: butyrate at a ratio of 3: 1: 1) can significantly reverse behavioral impairment, such as a decrease in reflex and sensory function, neuropsychiatric state, and motor behavior in the SAE mice. They can also significantly increase the levels of ZO-1 and occludin associated with BBB integrity and significantly inhibit neuroinflammation by suppressing the JNK and NF-kB signaling pathways in CLP-induced SAE models (<xref ref-type="bibr" rid="B28">Liu et&#xa0;al., 2021</xref>). In addition, acetic acid and propionic acid, as SCFAs, reduce the expression levels of pro-inflammatory cytokines, such as IL-1&#x3b2;, IL-6, and tumor necrosis factor-&#x3b1; (TNF-&#x3b1;) through the NF-&#x3ba;B pathway (<xref ref-type="bibr" rid="B19">Guo et&#xa0;al., 2021</xref>). SCFAs also increase the expression level of the anti-inflammatory factor IL-10 (<xref ref-type="bibr" rid="B52">Wang et&#xa0;al., 2017</xref>). However, Li et&#xa0;al. suggested that SCFAs can ameliorate hippocampal neuroinflammation by activating the colonic NLRP6 inflammasome independently of peroxisome proliferator-activated receptor-&#x3b3; (PPAR-&#x3b3;) activation and increasing DCX<sup>+</sup> newborn neurons in the hippocampus (<xref ref-type="bibr" rid="B26">Li et&#xa0;al., 2019</xref>). Therefore, SCFAs could improve neurological disorders by inhibiting neuroinflammation.</p>
<p>Microglia may act as innate immune cells in the brain, which participate in the secretion of cytokines (e.g., IL-1&#x3b2;, IL-6, and TNF-a). Therefore, they are significant in the occurrence and development of neurological and psychiatric diseases (<xref ref-type="bibr" rid="B53">Wendeln et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B25">Li et&#xa0;al., 2020</xref>). Several studies have identified the mechanism of SCFAs on host immunity, in which the binding of SCFAs to FFAR has an important role. FFAR2 and FFAR3 were reported to be associated with intracellular Ca<sup>2+</sup> release, inhibition of cyclic adenosine monophosphate (cAMP) accumulation, mitogen-activated protein kinase (MAPK) and extracellular signal-regulated kinase &#xbd; (ERK1/2) activation, thus contributing to modulation of immune and inflammatory responses (<xref ref-type="bibr" rid="B24">Le Poul et&#xa0;al., 2003</xref>). Although FFAR2 is not directly expressed in microglia, FFAR2 has an important role in the transformation of macrophages, especially in the transformation of the microglia to the anti-inflammatory M2 phenotype macrophages (<xref ref-type="bibr" rid="B12">Erny et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Nakajima et&#xa0;al., 2017</xref>). In summary, SCFAs have a protective effect on the immune system. The binding of SCFAs can achieve these effects on FFARs to alter the macrophage phenotype, thereby reducing the release of proinflammatory factors.</p>
</sec>
<sec id="s3_2">
<title>BBB</title>
<p>To the best of our knowledge, BBB serves as the main barrier contributing to CNS protection and maintaining brain homeostasis. The disruption of BBB leads to the activation of microglial cells and the secretion of pro-inflammatory cytokines, which may further aggravate brain damage in septic patients (<xref ref-type="bibr" rid="B7">Danielski et&#xa0;al., 2018</xref>). Braniste et&#xa0;al. suggested that SCFAs or metabolites produced by bacteria may affect BBB permeability by increasing the expression level of occludin in the frontal cortex and hippocampus (<xref ref-type="bibr" rid="B4">Braniste et&#xa0;al., 2014</xref>). In addition, acetic acid and propionic acid can improve the destruction of BBB by increasing the expression levels of tight junction (TJ) proteins in the hippocampus and alleviating cognitive dysfunction (<xref ref-type="bibr" rid="B30">Luo et&#xa0;al., 2021</xref>). However, propionate, an SCFA, exhibited protective effects on the BBB against oxidative stress by nuclear factor-erythroid 2 p45-related factor 2 (NRF2, also known as Nfe2l2) signaling pathway (<xref ref-type="bibr" rid="B21">Hoyles et&#xa0;al., 2018</xref>). Meanwhile, butyrate stabilizes hypoxia-inducing factor-1 (HIF-1), which protects BBB function (<xref ref-type="bibr" rid="B22">Kelly et&#xa0;al., 2015</xref>). Furthermore, M1-phenotype microglia under stress may induce a large amount of inducible nitric oxide synthase (INOS), in which INOS-mediated large production of NO may lead to metabolic hypoxia, gradually advancing to mitochondrial oxidative phosphorylation disorders. Subsequently, the increased production of reactive oxygen species (ROS) can induce apoptosis and aggravate neurological damage, which is also associated with further disruption of BBB (<xref ref-type="bibr" rid="B61">Zhao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B34">Moraes et&#xa0;al., 2021</xref>). Taken together, SCFAs may regulate the expression levels of TJ proteins at the BBB and coordinate with microglia and mitochondria to regulate the BBB function and the development of neuroinflammation.</p>
</sec>
<sec id="s3_3">
<title>Energy metabolism</title>
<p>SCFAs are used as substrates for mitochondrial oxidation and the tricarboxylic acid cycle (TAC), and SCFAs may present positive effects on body weight control by regulating energy intake and energy expenditure. During sepsis, intra-mitochondria biogenesis is affected by oxidative stress, resulting in adaptive changes in intracellular glycolysis, oxidative phosphorylation (OXPHOS), and energy production (<xref ref-type="bibr" rid="B47">Sun et&#xa0;al., 2019</xref>). The alternative glycolytic pathways generate a large amount of ROS during adenosine triphosphate (ATP) production, leading to subsequent cell damage and even cell death. Furthermore, excessive ROS generation increases the production of HIF-1&#x3b1; and promotes the release of IL-1&#x3b2; associated with pro-inflammatory response (<xref ref-type="bibr" rid="B33">Mills et&#xa0;al., 2016</xref>). However, SCFAs, such as butyrate and propionate, are activators of the Kelch-like ECH-associated protein 1-nuclear erythroid 2-related factor 2 (Keap1-Nrf2) antioxidant defense pathway, which contributes to maintaining cellular redox homeostasis. Butyrate treatment can particularly reduce inflammatory markers and ROS production (<xref ref-type="bibr" rid="B18">Gonz&#xe1;lez-Bosch et&#xa0;al., 2021</xref>). Moreover, gut microbiome-derived butyrate can modulate mitochondrial activity and enhance mitochondrial function at the gene level in the context of increased ROS production, which is associated with cognition function (<xref ref-type="bibr" rid="B41">Rose et&#xa0;al., 2018</xref>). The administration of SCFAs may improve mitochondrial function associated with energy metabolism, ameliorate inflammatory response, and exert an antioxidant role against oxidative stress during sepsis. Therefore, SCFAs, as signaling and key energy molecules, contribute to improving neuroinflammation, stabilizing immunomodulation and BBB function, and improving energy metabolism (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, whether these mechanisms are directly related to the prognosis of SAE needs to be further explored.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Overview of SCFAs correlated with SAE. Blue arrows on the left side of the figure represent the possible pathogenesis of SAE, involving neuroinflammation caused by microglial activation, as well as BBB damage and mitochondrial dysfunction. The right side of the figure represents the inhibition of neuroinflammation, immunomodulation, improvement of BBB function and energy metabolism exerted by SCFAs through different pathways during SAE (red arrows represent promotion, and black lines represent inhibition).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1137161-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>Future prospects</title>
<p>The effects of alterations in microbiome and SCFAs on brain function were previously confirmed, providing a potential target for dietary intervention of SAE (<xref ref-type="bibr" rid="B55">Wu et&#xa0;al., 2021</xref>). However, it is essential to balance the predictable risk factors, such as transmitting infectious agents to new recipients caused by fecal microbiota transplantation (FMT) (<xref ref-type="bibr" rid="B3">Blaser, 2019</xref>). The remaining challenges can be summarized as follows: (1) it remains unclear what dietary nutrients can be used as a source of SCFAs for SAE remission, and what are the qualitative and quantitative criteria for the species and abundance of the gut microbiota associated with the metabolism of SCFAs in SAE; (2) although there is a close correlation between SCFAs and changes in pro-inflammatory and anti-inflammatory cytokines at mRNA levels during the inflammatory response to sepsis (<xref ref-type="bibr" rid="B52">Wang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Fu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B56">Wu et&#xa0;al., 2020</xref>), the effects of SCFAs on gene expression in brain cells require further research; (3) further studies are needed to establish the exact relationship between different components of SCFAs and brain energy metabolism and energy acquisition in patients with SAE; and whether overdose and toxicity are involved. Solving the problems mentioned above and elucidating the exact mechanism may be remarkably beneficial for the prognosis of SAE patients.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<title>Conclusion</title>
<p>SCFAs may be involved in developing SAE by regulating neuroinflammation, immunity, BBB function, energy metabolism, etc., through multiple pathways. More importantly, SCFAs act on the CNS through the gut-microbiota-brain axis and exert some neuropsychological interventional effects. Therefore, alteration of the components of SCFAs <italic>via</italic> direct administration or dietary interventions may be a promising approach. In the future, the effects of different constituents of SCFAs on SAE should be studied in the context of gut microbiota to reveal the exact mechanism and improve the prognosis of SAE.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>QZ: contributed to the conceptualization, project administration, and preparation of the primary draft of the manuscript. CL and WF: contributed to the investigation and curation of resources and data. JZ and YY: contributed to supervision, funding acquisition, and review of the manuscript. All authors read and approved the final manuscript.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the Department of Finance of Jilin Province (Grant No. 2019SCZT053 | Recipient: JZ), the Department of Finance of Jilin Province (Grant No. 2019SCZT022 | Recipient: YY), and the Science and Technology Department of Jilin Province (Grant No. 3D5212814429| Recipient: YY).</p>
</sec>
<sec id="s8" 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="s9" 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>
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