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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1369662</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Network pharmacology and experimental verification of the mechanism of licochalcone A against <italic>Staphylococcus aureus</italic> pneumonia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Shen</surname> <given-names>Fengge</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Yinghua</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Chunjie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Hongyan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Yuan</surname> <given-names>Peng</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Xinxiang Key Laboratory of Molecular Neurology, School of Basic Medical Sciences, Xinxiang Medical University</institution>, <addr-line>Xinxiang</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Public Health, Xinxiang Medical University</institution>, <addr-line>Xinxiang</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Pedro Jos&#x00E9; Alcolea, Spanish National Research Council (CSIC), Spain</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yuhang Wang, The University of Iowa, United States</p><p>Jocelijn Meijerink, Wageningen University and Research, Netherlands</p></fn>
<corresp id="c001">&#x002A;Correspondence: Peng Yuan, <email>yuanpeng0226@126.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1369662</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Shen, Zhang, Li, Yang and Yuan.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Shen, Zhang, Li, Yang and Yuan</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><italic>Staphylococcus aureus</italic> strains cause the majority of pneumonia cases and are resistant to various antibiotics. Given this background, it is very important to discover novel host-targeted therapies. Licochalcone A (LAA), a natural plant product, has various biological activities, but its primary targets in <italic>S. aureus</italic> pneumonia remain unclear. Therefore, the purpose of this study was to identify its molecular target against <italic>S. aureus</italic> pneumonia. Network pharmacology analysis, histological assessment, enzyme-linked immunosorbent assays, and Western blotting were used to confirm the pharmacological effects. Network pharmacology revealed 33 potential targets of LAA and <italic>S. aureus</italic> pneumonia. Enrichment analysis revealed that these potential genes were enriched in the Toll-like receptor and NOD-like receptor signaling pathways. The results were further verified by experiments in which LAA alleviated histopathological changes, inflammatory infiltrating cells and inflammatory cytokines (TNF, IL-6, and IL-1&#x03B2;) in the serum and bronchoalveolar lavage fluid <italic>in vivo</italic>. Moreover, LAA treatment effectively reduced the expression levels of NF-&#x03BA;B, p-JNK, p-p38, NLRP3, ASC, caspase 1, IL-1&#x03B2;, and IL-18 in lung tissue. The <italic>in vitro</italic> experimental results were consistent with the <italic>in vivo</italic> results. Thus, our findings demonstrated that LAA exerts anti-infective effects on <italic>S. aureus</italic>-induced lung injury via suppression of the Toll-like receptor and NOD-like receptor signaling pathways, which provides a theoretical basis for understanding the function of LAA against <italic>S. aureus</italic> pneumonia and implies its potential clinical application.</p>
</abstract>
<kwd-group>
<kwd>licochalcone A</kwd>
<kwd><italic>S. aureus</italic> pneumonia</kwd>
<kwd>network pharmacology</kwd>
<kwd>anti-infective</kwd>
<kwd>NLRP3 inflammasome</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="15"/>
<word-count count="8013"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Infectious Agents and Disease</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p><italic>Staphylococcus aureus (S.aureus)</italic> is a momentous Gram-positive human opportunistic pathogen. Research has shown that it is a serious etiology of community-acquired pneumonia in the last 20 years, with severe community-acquired pneumonia caused by methicillin-resistant <italic>S. aureus</italic> (MRSA) (<xref ref-type="bibr" rid="B29">Self et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Ensinck et al., 2021</xref>; <xref ref-type="bibr" rid="B28">Sakamoto et al., 2021</xref>). MRSA pneumonia patients had greater in-hospital mortality, longer hospital stays and higher healthcare costs. Furthermore, some <italic>S. aureus</italic> strains have even exhibited resistance to in the antibiotic vancomycin, and the number of available vaccine candidates is relatively limited. Thus, novel anti-bacterial agents need to be discovered for alternative prophylaxis and treatments.</p>
<p><italic>Staphylococcus aureus</italic>-induced pneumonia features a severe inflammatory response in lung tissues. Studies have shown that <italic>S. aureus</italic> can activate the Toll-like receptor 2 (TLR2) signaling pathway, through nuclear factor &#x03BA;-light-chain-enhancer of activated B cells (NF-&#x03BA;B) and mitogen activated protein kinase (MAPK) to upregulate inflammatory gene expression and release the proinflammatory cytokines interleukin (IL)-6, IL-1&#x03B2;, and tumor necrosis factor (TNF)-&#x03B1; (<xref ref-type="bibr" rid="B2">Calzado et al., 2007</xref>; <xref ref-type="bibr" rid="B26">Pidwill et al., 2021</xref>). Studies have also shown that <italic>S. aureus</italic> can influence the inflammasome. The NOD-like receptor family pyrin domain containing 3 protein (NLRP3) inflammasome during <italic>S. aureus</italic> lung infection aggravates severe pneumonia pathology (<xref ref-type="bibr" rid="B17">Kebaier et al., 2012</xref>). The NLRP3 inflammasome consists of NLRP3, apoptosis-associated speck-like protein containing CARD (ASC), and pro-caspase-1, and has been demonstrated to be activated in <italic>S. aureus.</italic> This activation and splicing of pro-caspase-1 into active caspase-1 (caspase p10 and p20) causes the subsequent proteolytic cleavage of precursor IL-1&#x03B2; and IL-18, which activate IL-1&#x03B2; and active IL-18 (<xref ref-type="bibr" rid="B38">Wang X. et al., 2020</xref>). Thus, various strategies such as attenuating exaggerated inflammation by activating the NLRP3 inflammasome, NF-&#x03BA;B or MAPK are under extensive evaluation.</p>
<p>Licochalcone A (LAA; <xref ref-type="fig" rid="F3">Figure 3A</xref>) is a valuable flavonoid of the licorice species <italic>Glycyrrhiza inflata</italic>, and has been demonstrated to have various biological activities, e.g., anti-aging (<xref ref-type="bibr" rid="B44">Wu Y. et al., 2021</xref>), anti-obesity (<xref ref-type="bibr" rid="B18">Lee et al., 2018</xref>), anti-inflammatory (<xref ref-type="bibr" rid="B24">Phan et al., 2021</xref>; <xref ref-type="bibr" rid="B36">Tian et al., 2022</xref>), anti-viral (<xref ref-type="bibr" rid="B3">Cao et al., 2021</xref>), anti-tumor (<xref ref-type="bibr" rid="B14">Gao et al., 2021</xref>), anti-leishmanial (<xref ref-type="bibr" rid="B35">Souza et al., 2020</xref>), anti-oxidative (<xref ref-type="bibr" rid="B21">Lv et al., 2018</xref>), and hepatoprotective effects (<xref ref-type="bibr" rid="B21">Lv et al., 2018</xref>). We also found that LAA has anti-bacterial activity against <italic>S. aureus</italic> biofilms and planktonic cells (<xref ref-type="bibr" rid="B34">Shen et al., 2015</xref>). However, the therapeutic effect of LAA against <italic>S. aureus</italic> pneumonia is still unclear.</p>
<p>In this study, a network pharmacology method was used to predict the potential key genes and signaling pathways affected by LAA in the treatment of <italic>S. aureus</italic> pneumonia. Moreover, we established a cell model and a <italic>S. aureus</italic> pneumonia mouse model to further demonstrate the therapeutic mechanism of LAA on <italic>S. aureus</italic> pneumonia.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Ethics statement</title>
<p>All animal experiments were performed according to the &#x201C;Guide for the Care and Use of Laboratory Animals&#x201D; and were approved by the Institutional Animal Care and Use Committee of Xinxiang Medical University.</p>
</sec>
<sec id="S2.SS2">
<title>Materials and reagents</title>
<p>Licochalcone A (&#x003E;98%) was purchased from Must Bio-Technology Co., Ltd. (Chengdu, China). Seven antibiotic drugs (vancomycin, ciprofloxacin, penicillin G, oxacillin, tetracyclines, levofloxacin, and gentamicin) and hematoxylin and eosin (H&#x0026;E) kits were purchased from Solarbio Science &#x0026; Technology Co., Ltd. (Beijing, China). A BCA protein quantitation kit, eECL Western blot kit, RIPA lysis buffer, and LPS were obtained from Beyotime Biotechnology (Haimen, China). The NLRP3 activator ATP (HY-B2176) and TLR2 activator Pam3CSK4 (HY-P1180A) were purchased from MedChemExpress (Shanghai, China). Lactate dehydrogenase assay kit (A020-2-2) was purchased from Nanjing Jiancheng Bioengineering Institute (Nanjing, China). The NLRP3 activator nigericin (Abs819747) was purchased from Absin (Shanghai, China). Phorbol myristate acetate (PMA) was purchased from Sigma-Aldrich. Antibodies against NLRP3 (No. DF7438), IL-1&#x03B2; (No. AF5103), and IL-18 (No. DF6252) were obtained from Affbiotech; antibodies against caspase-1 (14F468) (No. sc-56036) and ASC (F-9) (No. sc-271054) were obtained from Santa Cruz Biotechnology, Inc. (USA), and antibodies against phospho-NF-&#x03BA;B p65 (Ser536, No. AN371), TNF-&#x03B1; (No. AF8208), p-Erk1/2 (No. AF1891), p-JNK (No. AJ516), and p-p38 (No. AM063) were obtained from Beyotime Biotechnology (Haimen, China). Antibodies against GAPDH (No. bs-10900R) were purchased from Beijing Biosynthesis Biotechnology Co., Ltd. (Beijing, China). Mueller-Hinton broth (CA-MHB) was obtained from Hope Bio-Technology Co., Ltd. (Qingdao, China). ELISA kits for the inflammatory cytokines TNF-&#x03B1; (REF 88-7324-22), IL-1&#x03B2; (REF 88-7013-22) and IL-6 (REF 88-7064-22) were purchased from Thermo Fisher Scientific.</p>
</sec>
<sec id="S2.SS3">
<title>Identification of <italic>S. aureus</italic> pneumonia-related targets of LAA</title>
<p>PharmMapper is an open-source web server that identifies potential drug targets via reversed pharmacophore matching of the query compound against an in-house pharmacophore model database (<xref ref-type="bibr" rid="B40">Wang et al., 2017</xref>). The Comparative Toxicogenomics Database (CTD) harmonizes cross-species heterogeneous data for chemical exposures and their biological repercussions by manually curating and interrelating chemical, gene, phenotype, anatomy, disease, taxa, and exposure content from the published literature (<xref ref-type="bibr" rid="B7">Davis et al., 2023</xref>). The PharmMapper server<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> and CTD<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> were used to collect the LAA-related targets. The <italic>S. aureus</italic> pneumonia-related targets were collected from GeneCards<sup><xref ref-type="fn" rid="footnote3">3</xref></sup> (Relevance score &#x2265;5) and CTD (see text footnote 2) (Inference score &#x2265;5) with &#x201C;<italic>Staphylococcus aureus</italic> pneumonia&#x201D; as the search term. The interactions between the potential targets of LAA and <italic>S. aureus</italic> pneumonia were gathered using the STRING database<sup><xref ref-type="fn" rid="footnote4">4</xref></sup> with a combined score &#x2265;0.4. The compound-target network was created based on the protein&#x2013;protein interaction (PPI) network and displayed using Cytoscape-v3.7.2 software. The network characteristics were calculated by the plug-in Network Analyzer of Cytoscape-v3.7.2 software. The degree of freedom was applied as a topological index to indicate the importance of the network node. The larger the value in the network is, the more vital the node.</p>
</sec>
<sec id="S2.SS4">
<title>Enrichment analysis of LAA and <italic>S. aureus</italic> pneumonia-related target pathways</title>
<p>Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were executed using the Database for Annotation, Visualization and Integrated Discovery (DAVID) program.<sup><xref ref-type="fn" rid="footnote5">5</xref></sup> Specifically, we identified 33 potential targets, selected official_gene_symbol and <italic>Homo sapiens</italic>, and then performed GO analysis and KEGG pathway enrichment analysis. The GO items associated with biological process (BP), cellular component (CC), molecular function (MF), and KEGG signaling pathways were analyzed, and the mapped senior bubbles of the top 15 BP, CC, MF terms and the top 41 KEGG signaling pathways were visualized by Weishengxin<sup><xref ref-type="fn" rid="footnote6">6</xref></sup> according to the <italic>p</italic> values.</p>
</sec>
<sec id="S2.SS5">
<title>Molecular docking verification</title>
<p>The chemical structure of LAA was obtained from the Zinc database<sup><xref ref-type="fn" rid="footnote7">7</xref></sup> and saved in its mol2 format. The three-dimensional structures of intersecting targets were obtained from the RCSB PDB database<sup><xref ref-type="fn" rid="footnote8">8</xref></sup> in PDB format. The corresponding protein molecular docking was executed using AutoDock Tools 1.5.7. The two-dimensional plan of the docking results was visualized by Discovery Studio 2016 Client.</p>
</sec>
<sec id="S2.SS6">
<title>Bacterial strains</title>
<p>The standard <italic>S. aureus</italic> strain ATCC 29213 was obtained from the China Medical Culture Collection Center (Beijing, China). <italic>S. aureus</italic> Newman was provided courtesy of Prof. Timothy J. Foster. Five MRSA strains (MRSA 3183, MRSA 2961, MRSA 2047, MRSA 41122, and MRSA 3335) were provided courtesy of Prof. Guo Na of Jilin University, Changchun, China.</p>
</sec>
<sec id="S2.SS7">
<title>Planktonic antimicrobial susceptibility testing</title>
<p>The minimum inhibitory concentrations (MICs) of LAA and seven antibiotic drugs against the seven <italic>S. aureus</italic> strains were measured by microdilution in cation-adjusted CA-MHB using the Clinical and Laboratory Standards Institute protocol (<xref ref-type="bibr" rid="B5">Clinical and Laboratory Standards Institute [CLSI], 2012a</xref>). Oxacillin (2% NaCl) was added to the wells. The MIC was defined as the lowest concentration at which no visible bacterial growth was observed. On the basis of CLSI standards and guidelines, MIC breakpoints were used to define resistant (R), intermediate (I), and susceptible (S) strains (<xref ref-type="bibr" rid="B6">Clinical and Laboratory Standards Institute [CLSI], 2012b</xref>). The minimum bactericidal concentrations (MBCs) was defined as the lowest concentration which no microbial growth was detected on agar plates after 24 h at 37&#x00B0;C.</p>
</sec>
<sec id="S2.SS8">
<title><italic>S. aureus</italic> challenge</title>
<p>THP-1 cells were differentiated to the macrophage (M&#x03A6;) phenotype at 160 ng/mL PMA and then challenged with <italic>S. aureus</italic> (1 &#x00D7; 10<sup>7</sup> CFU/mL, 2 mL/well) in the absence or presence of LAA for 6 h. The control group did not receive <italic>S. aureus</italic>.</p>
</sec>
<sec id="S2.SS9">
<title>Mouse model of <italic>S. aureus</italic> pneumonia</title>
<p>Six- to eight week old male BALB/c mice were obtained from Skbex Biotechnology (Henan, China), housed on a 12/12 h light/dark cycle and allowed to eat freely. The <italic>S. aureus</italic> pneumonia model was established by intranasal administration of 1 &#x00D7; 10<sup>9</sup>CFU of <italic>S. aureus</italic> 29213 in 30 &#x03BC;l of sterile isotonic saline, as previously described with modifications (<xref ref-type="bibr" rid="B20">Liu et al., 2017</xref>). The mice were randomly divided into the following five groups: control group, <italic>S. aureus</italic> group, and <italic>S. aureus</italic> + LAA (10, 20, and 30 mg/kg) group. The animals were treated intraperitoneally with DMSO or LAA (10, 20, or 30 mg/kg) two times a day. The first LAA injection was 1 h before <italic>S. aureus</italic> infection. Serum, BALF, and lung tissues were obtained 72 h after <italic>S. aureus</italic> infection. The BALF was obtained using a 1 mL syringe with cold PBS. The BALF was loaded onto a slide and stained with Giemsa stain.</p>
</sec>
<sec id="S2.SS10">
<title>Hematoxylin and eosin staining</title>
<p>Lung, heart, liver, spleen, and kidney samples were obtained and fixed in 4% (w/v) formalin, embedded in paraffin, sliced into 5-mm sections, and stained with hematoxylin and eosin kits according to the manufacturer&#x2019;s instructions. The specimens were observed and collected with Motic DSAssistant Lite 1.0 software or fluorescence microscopy (Nikon, Japan).</p>
</sec>
<sec id="S2.SS11">
<title>Lactate dehydrogenase release and cytokine measurements</title>
<p>The serum and BALF from <italic>S. aureus</italic>-induced pneumonia and culture supernatant from THP-1-derived M&#x03A6; cells were collected. A lactate dehydrogenase (LDH) cytotoxicity assay kit was used to measure LDH release, and the optical density of the samples was measured with a microplate reader set at 450 nm. The inflammatory cytokines IL-1&#x03B2;, IL-6, and TNF-&#x03B1; were examined using ELISA kits according to the manufacturer&#x2019;s instructions. Then, the absorbance of each sample was analyzed at 450 nm with a microplate reader (Thermo Scientific, China).</p>
</sec>
<sec id="S2.SS12">
<title>Western blotting</title>
<p>Total protein from the THP-1 cells and lung tissues was extracted on ice for 10 min with RIPA buffer and then centrifuged at 4&#x00B0;C for 10 min. The protein concentration was calculated using a BCA protein quantification kit. The samples were separated by 8%&#x2013;12% SDS-PAGE and transferred to a polyvinylidene fluoride membrane (300 mA, 90 min). Then, the membranes were incubated in 5% skim milk for 2 h at room temperature. The membranes were washed with TBST. Subsequently, the membranes were incubated with primary antibodies (1:500) overnight at 4&#x00B0;C. The membranes were incubated with HRP-conjugated secondary antibodies for 1 h at room temperature. The target protein was visualized using ECL Plus detection reagents.</p>
</sec>
<sec id="S2.SS13">
<title>Statistical analysis</title>
<p>All the statistical analyses in this study were analyzed using SPSS 21 and GraphPad Prism 8 software. The data are presented as the mean &#x00B1; standard deviation (SD). One-way analysis of variance followed by Dunnett&#x2019;s <italic>post-hoc</italic> test was used with <italic>p</italic> &#x003C; 0.05 considered to indicate statistical significance.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Activity of LAA against <italic>S. aureus</italic></title>
<p>The MICs, MBCs, and MIC breakpoints are displayed in <xref ref-type="table" rid="T1">Table 1</xref> according to <xref ref-type="bibr" rid="B5">Clinical and Laboratory Standards Institute [CLSI] (2012a</xref>,<xref ref-type="bibr" rid="B6">b)</xref>. <italic>S. aureus</italic> 29213 was sensitive to seven common antibiotics. Five clinical strains of <italic>S. aureus</italic> were sensitive to vancomycin and resistant to penicillin G, oxacillin, ciprofloxacin, levofloxacin, tetracyclines, and gentamicin except for MRSA 41122 (<xref ref-type="bibr" rid="B33">Shen et al., 2020</xref>). <italic>S. aureus</italic> Newman strains were sensitive to four common antibiotics (vancomycin, oxacillin, levofloxacin, and gentamicin) and resistant to three common antibiotics (penicillin G, ciprofloxacin, and tetracyclines).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Minimum inhibitory concentrations and minimum bactericidal concentrations of LAA and seven common antibiotics for seven strains of <italic>S. aureus</italic>.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">LAA</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">PEG</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">VAN</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">OXA</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">CIP</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">LVX</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">TET</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">GEN</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Strain</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MBC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MBC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MBC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MBC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MBC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MBC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MBC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MIC</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">MBC</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>S. aureus</italic> 29213</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">0.05 (S)</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">1 (S)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x003C;0.125 (S)</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.25 (S)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x003C;0.25 (S)</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x003C;0.125 (S)</td>
<td valign="top" align="center">0.5</td>
<td valign="top" align="center">1 (S)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"><italic>S. aureus</italic> Newman</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">16 (R)</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">1 (S)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x003C;0.0625 (S)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">4 (R)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">0.25 (S)</td>
<td valign="top" align="center">0.25</td>
<td valign="top" align="center">32 (R)</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">0.25 (S)</td>
<td valign="top" align="center">0.25</td>
</tr>
<tr>
<td valign="top" align="left">MRSA 3183</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">32 (R)</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">l (S)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x003E;256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
<td valign="top" align="center">32 (R)</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">16 (R)</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">128 (R)</td>
<td valign="top" align="center">128</td>
<td valign="top" align="center">16 (R)</td>
<td valign="top" align="center">128</td>
</tr>
<tr>
<td valign="top" align="left">MRSA 2961</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">32 (R)</td>
<td valign="top" align="center">128</td>
<td valign="top" align="center">l (S)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x003E;256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
<td valign="top" align="center">32 (R)</td>
<td valign="top" align="center">128</td>
<td valign="top" align="center">64 (R)</td>
<td valign="top" align="center">256</td>
<td valign="top" align="center">16 (R)</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">&#x003E;256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
</tr>
<tr>
<td valign="top" align="left">MRSA 2047</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">16 (R)</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">1 (S)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">64 (R)</td>
<td valign="top" align="center">256</td>
<td valign="top" align="center">16 (R)</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">16 (R)</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">256 (R)</td>
<td valign="top" align="center">256</td>
<td valign="top" align="center">256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
</tr>
<tr>
<td valign="top" align="left">MRSA 41122</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">32 (R)</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">1 (S)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
<td valign="top" align="center">128 (R)</td>
<td valign="top" align="center">256</td>
<td valign="top" align="center">64 (R)</td>
<td valign="top" align="center">128</td>
<td valign="top" align="center">8 (I)</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">&#x003E;256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
</tr>
<tr>
<td valign="top" align="left">MRSA 3335</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">32 (R)</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">1 (S)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x003E;256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
<td valign="top" align="center">64 (R)</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">64 (R)</td>
<td valign="top" align="center">128</td>
<td valign="top" align="center">256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
<td valign="top" align="center">256 (R)</td>
<td valign="top" align="center">&#x003E;256</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>PEG, penicillin G; VAN, vancomycin; OXA, oxacillin; CIP, ciprofloxacin; LVX, levofloxacin; TET, tetracyclines; GEN, gentamicin; LAA, licochalcone A; S, sensitive; I, intermediate; R, resistant.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The MICs and MBCs of LAA for the target strains were 2&#x2013;4 and 8 &#x03BC;g/ml, respectively. This suggests that LAA has antimicrobial activity against MRSA indicating that it is a very competitive anti-<italic>S. aureus</italic> drug candidate.</p>
</sec>
<sec id="S3.SS2">
<title>LAA alleviated pulmonary morphological damage in <italic>S. aureus</italic> pneumonia mice</title>
<p>To prove the effect of LAA on <italic>S. aureus</italic> pneumonia, we constructed a mouse model of <italic>S. aureus</italic> pneumonia. Histopathological examination showed that the <italic>S. aureus</italic>-infected lungs were slightly or weakly red after LAA treatment. H&#x0026;E staining of the sliced lung tissues was then performed. The lung tissues of <italic>S. aureus-</italic>infected mice showed thickening of alveolar walls, accumulation of inflammatory cells, edema within alveolar spaces and no intact alveolar structure in some areas. Notably, LAA protected lung tissue with reduced infiltration of inflammatory cells, alveolar wall thickening and edema after infection (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Compared with that in untreated mice, the abundance of <italic>S. aureus</italic> bacteria in the lungs of mice was significantly reduced by LAA (<italic>p</italic> &#x003C; 0.05; <xref ref-type="fig" rid="F1">Figure 1B</xref>). Moreover, the number of total cells and neutrophils in the BAL fluid increased during <italic>S. aureus</italic> infection. LAA substantially reduced the number of total cells and neutrophils, except at 10 mg/kg (<xref ref-type="fig" rid="F1">Figures 1C, D</xref>). This suggests that LAA alleviated pulmonary morphological damage in <italic>S. aureus</italic> pneumonia mice.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Effects of LAA on <italic>S. aureus</italic>-induced mouse pneumonia. <bold>(A)</bold> The effects of LAA on the pathology and histopathology of mice with <italic>S. aureus pneumonia</italic> (stained with HE, &#x00D7;10 or &#x00D7;40). <bold>(B)</bold> CFU counts obtained from lung tissue homogenates. <bold>(C,D)</bold> Inflammatory cellular responses in the lungs of <italic>S. aureus</italic>-infected mice. BALB/c mouse lungs were lavaged. Total inflammatory cells <bold>(C)</bold> and the number of neutrophils <bold>(D)</bold> were enumerated in the BALF. &#x002A;<italic>p</italic> &#x003C; 0.05 and &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 between the indicated groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1369662-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>LAA reduced the expression of IL-6, TNF-&#x03B1;, and IL-1&#x03B2;</title>
<p>To investigate the anti-inflammatory effects of LAA, we detected the levels of IL-6, TNF-&#x03B1;, and IL-1&#x03B2; in culture supernatants from macrophages, serum and BALF by ELISA. As shown in <xref ref-type="fig" rid="F2">Figures 2A&#x2013;C</xref>, LAA treatment suppressed the <italic>S. aureus</italic>-triggered expression of IL-6, TNF-&#x03B1;, and IL-1&#x03B2;, but not that of IL-6, in THP-1-derived M&#x03A6;s treated with 1 &#x03BC;g/mL LAA. Similarly, the production of IL-6, TNF-&#x03B1;, and IL-1&#x03B2; was significantly reduced by various concentrations of LAA in the serum and BALF of the mice (<italic>p</italic> &#x003C; 0.05 and <italic>p</italic> &#x003C; 0.01; <xref ref-type="fig" rid="F2">Figures 2D&#x2013;I</xref>). The results suggested that LAA reduced the expression of inflammatory mediators in <italic>S. aureus</italic>-induced macrophages and pneumonia mice.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Effects of LAA on proinflammatory cytokines in THP-1 cells, blood and BALF after <italic>S. aureus</italic> infection. THP-1 cells were treated with <italic>S. aureus</italic> in the absence or presence of LAA (1 or 2 &#x03BC;g/mL) for 6 h. The levels of TNF-&#x03B1; <bold>(A)</bold>, IL-6 <bold>(B)</bold>, and IL-1&#x03B2; <bold>(C)</bold> in the culture supernatant of THP-1 cells were tested by ELISA. The levels of TNF-&#x03B1; <bold>(D,G)</bold>, IL-6 <bold>(E,H)</bold>, and IL-1&#x03B2; <bold>(F,I)</bold> in the BALF and serum were detected by ELISA at 72 h after LAA treatment. <italic>n</italic> = 4 in each group. &#x002A;<italic>p</italic> &#x003C; 0.05 and &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 between the indicated groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1369662-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>Network pharmacology</title>
<p>To determine the mechanism underlying the anti-<italic>S. aureus</italic> pneumonia effects of LAA, we used CTD, PharmMapper and GeneCards to identify the <italic>S. aureus</italic> pneumonia-related targets of LAA via text mining. The targets of LAA were identified by PharmMapper and CTD. After deleting duplicates, we ultimately obtained 203 targets (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). The <italic>S. aureus</italic> pneumonia-related genes were identified from the GeneCards database and CTD, and 354 <italic>S. aureus</italic> pneumonia-related genes were identified (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>). The common targets of LAA and <italic>S. aureus</italic> pneumonia-related genes were analyzed using the online software Venny 2.1.0, and Venn diagrams were generated. In this study, 33 genes overlapped as targets of both LAA and <italic>S. aureus</italic> pneumonia (<xref ref-type="fig" rid="F3">Figure 3B</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>The targets of LAA were collected to explore drug-disease relationships. <bold>(A)</bold> Two-dimensional structure of the LAA structure diagram. <bold>(B)</bold> Venn diagram of LAA and <italic>S. aureus</italic> pneumonia. The blue part represents LAA, and the yellow part represents <italic>S. aureus</italic> pneumonia. <bold>(C)</bold> Disease- drug-active ingredient-key target network. <bold>(D)</bold> PPI network of potential targets of LAA for <italic>S. aureus</italic> pneumonia treatment. <bold>(E)</bold> Bar chart of 16 core genes.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1369662-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS5">
<title>PPI network analysis</title>
<p>Based on the potential pharmacodynamics of LAA against <italic>S. aureus</italic> pneumonia, the interacting proteins were screened using the STRING online tool. We found 33 nodes with 233 PPI relationships in the network (<xref ref-type="fig" rid="F3">Figure 3C</xref>). The PPI network was established using Cytoscape 3.7.2 software for further visualization and analysis (<xref ref-type="fig" rid="F3">Figure 3D</xref>). A bar chart of the top 16 intersecting targets (including IL1B, AKT1, TNF, EGFR, MAPK3, SRC, IL2, IFNG, PPARG, MMP2, MAPK14, CASP8, MAPK8, CASP1, HMOX1, and SYK) was exhibited according to the degree value, which was greater than or equal to the average score of 13.5 (<xref ref-type="fig" rid="F3">Figure 3E</xref>). All of these results implied that LAA might play an effective role against <italic>S. aureus</italic> pneumonia through these targets.</p>
</sec>
<sec id="S3.SS6">
<title>GO and KEGG analysis</title>
<p>Gene Ontology enrichment analysis was performed with the common potential target genes of LAA and <italic>S. aureus</italic> pneumonia. The top 15 significantly enriched terms in BP, CC, and MF categories are shown in <xref ref-type="fig" rid="F4">Figure 4A</xref>. BP analysis indicated that these targets were interconnected with biological processes, including positive regulation of MAP kinase activity, positive regulation of interleukin-6 production, and positive regulation of the inflammatory response. CC analysis showed that markedly enriched terms were concentrated in the extracellular region, cytosol, and cytoplasm. MF analysis showed that the enriched functional terms included enzyme binding, MAP kinase activity, protein serine/threonine kinase activity, and protease binding.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Gene Ontology and KEGG pathway enrichment of candidate targets for LAA in <italic>S. aureus</italic> pneumonia. <bold>(A)</bold> Bubble graph of the GO functional annotation of potential targets of LAA. The top 15 biological process BP, CC, and MF categories were ranked on the basis of &#x2013;logP values. <bold>(B)</bold> Bubble graph of the top 41 pathways based on KEGG enrichment analysis for potential targets of LAA.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1369662-g004.tif"/>
</fig>
<p>Furthermore, the 33 targets were enriched in 151 pathways according to KEGG analysis. We observed that these targets participated in pathways including the C-type lectin receptor signaling pathway, the relaxin signaling pathway, the Toll-like receptor signaling pathway, the T cell receptor signaling pathway, the Fc epsilon RI signaling pathway, the TNF signaling pathway, neutrophil extracellular trap formation, and the NOD-like receptor signaling pathway (<xref ref-type="fig" rid="F4">Figure 4B</xref>). In particular, two major pathways, the Toll-like receptor signaling pathway and the NOD-like receptor signaling pathway, are the known therapeutic pathways of <italic>S. aureus</italic> infection. Therefore, the Toll-like receptor and NOD-like receptor signaling pathway-related targets were selected as candidate targets of LAA against <italic>S. aureus</italic> pneumonia for further experimental validation.</p>
</sec>
<sec id="S3.SS7">
<title>Molecular docking display</title>
<p>Based on these results, the five targets were selected for molecular docking and visualization by AutoDock Vina and Discovery Studio 2016. The details of the docking results are shown in <xref ref-type="fig" rid="F5">Figure 5</xref> and <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Molecular docking of LAA binding core targets predicted by network pharmacology. LAA binds to proteins <bold>(A)</bold> 3ELJ (MAPK8), <bold>(B)</bold> 7BDO (MAPK14), <bold>(C)</bold> 2AZ5 (TNF), <bold>(D)</bold> 6PZP (CASP1), and <bold>(E)</bold> 6Y8I (IL1B).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1369662-g005.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Different binding energies of LAA with five selected targets.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Rank</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Target name</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">PDB ID</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Affinity (kcal/mol)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">MAPK8</td>
<td valign="top" align="center">3ELJ</td>
<td valign="top" align="center">&#x2212;8.6</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">MAPK14</td>
<td valign="top" align="center">7BDO</td>
<td valign="top" align="center">&#x2212;7.7</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">CASP1</td>
<td valign="top" align="center">6PZP</td>
<td valign="top" align="center">&#x2212;8.1</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">TNF</td>
<td valign="top" align="center">2AZ5</td>
<td valign="top" align="center">&#x2212;8.1</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">IL1B</td>
<td valign="top" align="center">6Y8I</td>
<td valign="top" align="center">&#x2212;6.3</td>
</tr>
</tbody>
</table></table-wrap>
<p>The binding affinities (kcal/mol) of the 5 targets were all &#x003C; &#x2212;6 kcal/mol, indicating that LAA had good binding affinity with these receptor proteins. According to the two-dimensional diagram, LAA bound to 3ELJ (MAPK8) through conventional hydrogen bonds with GLU-109 and ASN156. Other forces, including unfavorable donor-donor, pi-sigma, alkyl, and pi-alkyl bonds, were also found. LAA formed 1 conventional hydrogen bond with ASP-168 of 7BDO (MAPK14). In addition, pi-sigma and pi-alkyl bonds also existed. LAA was attracted to 2AZ5 (TNF) by 2 conventional hydrogen bonds with AEU-120 and SER-60, as well as pi-pi stacked and pi-alkyl bonds. When encountering 6PZP (CASP1), LAA formed 1 hydrogen bond with ILE-155, and pi-pi stacked, pi-pi T-shaped, alkyl, and pi-alkyl bonds were also found. When the target was 6Y8I (IL1B), LAA could form unfavorable acceptor-acceptor, pi-donor, pi-sigma, and pi-alkyl hydrogen bonds at the corresponding positions. Combining the results of the free binding energy score and chemical bond distribution showed that LAA might be an inhibitor of these five targets; however, this still needs to be experimentally verified.</p>
</sec>
<sec id="S3.SS8">
<title>LAA reduced NLRP3 inflammasome activation</title>
<p>To survey the inhibitory effect of LAA on activated M&#x03A6;s, THP-1-derived M&#x03A6;s were used for <italic>in vitro</italic> experiments. <italic>In vitro</italic>, we investigated the activation of the NLRP3 inflammasome (NLRP3, ASC, caspase-1, IL-1&#x03B2;, and IL-18) in M&#x03A6;s after treatment with <italic>S. aureus</italic> and LAA. As shown in <xref ref-type="fig" rid="F6">Figure 6A</xref>, the levels of NLRP3, ASC, pro-caspase-1, caspase-1 p20, pro-IL-1&#x03B2;, mature-IL-1&#x03B2;, and IL-18 were decreased by LAA in <italic>S. aureus-</italic>treated THP-1-derived M&#x03A6; compared to <italic>S. aureus</italic> alone. The concentrations of LDH released from THP-1-derived M&#x03A6;s were determined using an LDH assay kit to evaluate cell integrity. As shown in <xref ref-type="fig" rid="F6">Figure 6B</xref>, <italic>S. aureus</italic> increased LDH release compared to control group (<italic>p</italic> &#x003C; 0.05), and 2 &#x03BC;g/mL LAA co-treatment decreased LDH release in <italic>S. aureus-</italic>treated THP-1-derived M&#x03A6;s (<italic>p</italic> &#x003C; 0.05); however, the effect of 1 &#x03BC;g/mL LAA was not obvious. These findings suggested that LAA reduced <italic>S. aureus</italic>-induced NLRP3 inflammasome activation <italic>in vitro</italic>. Moreover, LAA treatment reduced ASC, pro-caspase-1, caspase-1 p20, pro-IL-1&#x03B2;, mature-IL-1&#x03B2;, and IL-18 activation in the lungs of pneumonia mice in comparison with <italic>S. aureus</italic>-treated mice (<xref ref-type="fig" rid="F6">Figure 6C</xref>). These results suggest that LAA reduced the activation of the NLRP3 inflammasome induced by <italic>S. aureus</italic> in macrophages and in mice with pneumonia.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Licochalcone A reduced <italic>S. aureus</italic> induced activation of the NLRP3 inflammasome in THP-1 cells and mouse lung tissue. <bold>(A)</bold> NLRP3, ASC, caspase-1, IL-18, and IL-1&#x03B2; protein expression levels were evaluated by Western blotting in THP-1 cells. <bold>(B)</bold> The concentrations of LDH released by THP-1-derived M&#x03A6;s were determined using an LDH assay kit to evaluate cell integrity. <italic>n</italic> = 3 in each group. &#x002A;<italic>p</italic> &#x003C; 0.05 between the indicated groups. <bold>(C)</bold> Mice were treated with LAA for 1 h before <italic>S. aureus</italic> infection. The protein expression of ASC, caspase-1, IL-18, and IL-1&#x03B2; in the lung tissue was measured by Western blotting. THP-1-derived M&#x03A6;s were primed with LPS and then stimulated with LAA for 6 h with or without the NLRP3 inflammasome activator nigericin or ATP for 0.5 h before the end of the experiment. <bold>(D)</bold> NLRP3, caspase-1 and IL-1&#x03B2; protein expression levels were evaluated by Western blotting. <bold>(E)</bold> The levels of IL-1&#x03B2; were tested by ELISA. <italic>n</italic> = 4 in each group. &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 between the indicated groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1369662-g006.tif"/>
</fig>
<p>To demonstrate that the anti-inflammatory effect of LAA is not solely dependent on its antibacterial effect, we further examined the effect of LAA on ATP and nigericin-induced NLRP3 inflammasome <italic>in vitro</italic>. As shown in <xref ref-type="fig" rid="F6">Figure 6D</xref>, compared with those in the control group, the levels of NLRP3, pro-caspase-1, caspase-1 p20, pro-IL-1&#x03B2;, and mature-IL-1&#x03B2; in the THP-1-derived M&#x03A6; were increased by ATP or nigericin, and the levels of these proteins were decreased with LAA treatment compared to ATP or nigericin in THP-1-derived M&#x03A6;. Meanwhile, <xref ref-type="fig" rid="F6">Figure 6E</xref> indicated that LAA treatment suppressed ATP- or nigericin-induced expression of IL-1&#x03B2; in the culture supernatant of THP-1-derived M&#x03A6;s (<italic>p</italic> &#x003C; 0.01). LAA treatment alone was not significant for these indicators (<xref ref-type="fig" rid="F6">Figures 6D, E</xref>). This finding suggested that LAA can inhibit NLRP3 inflammasome activation independently of antibacterial activity.</p>
</sec>
<sec id="S3.SS9">
<title>LAA inhibited TLR signaling activation</title>
<p><italic>Staphylococcus aureus</italic> can activate the TLR2 signaling pathway through NF-&#x03BA;B and MAPK to upregulate inflammatory gene expression. Next, we assessed the <italic>in vitro</italic> anti-inflammatory activities of LAA in THP-1-derived M&#x03A6;s that were activated by <italic>S. aureus</italic>. As shown in <xref ref-type="fig" rid="F7">Figure 7A</xref>, the p-JNK and p-p38 levels, but not the p-ERK level, in THP-1-derived macrophages were increased by <italic>S. aureus</italic>, whereas LAA inhibited the <italic>S. aureus</italic>-induced phosphorylation of JNK and p38 MAPK in THP-1-derived M&#x03A6; (<xref ref-type="fig" rid="F7">Figure 7A</xref>). As shown in <xref ref-type="fig" rid="F7">Figure 7B</xref>, <italic>S. aureus</italic> treatment increased p-JNK and p-p38 levels but not ERK levels in the lungs of the mice. In contrast, LAA treatment markedly reduced JNK and p38 phosphorylation, but not ERK phosphorylation (<xref ref-type="fig" rid="F7">Figure 7B</xref>). These results showed that LAA reduced JNK and p38MAPK signaling activation in macrophages and in <italic>S. aureus</italic>-induced pneumonia mice.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>The effect of LAA on MAPK and NF-&#x03BA;B pathway activation. <bold>(A)</bold> The levels of p-JNK, p-p38, and p-ERK in THP-1 cells were evaluated by Western blotting. <bold>(B)</bold> The levels of p-JNK, p-p38, and p-ERK in the lung tissue. <bold>(C)</bold> p-p65 protein expression in THP-1 cells. <bold>(D)</bold> p-p65 protein expression in lung tissues. <bold>(E&#x2013;G)</bold> THP-1-derived M&#x03A6;s were treated with the TLR2 activator Pam3CSK4 in the absence or presence of LAA for 6 h. The levels of IL-1&#x03B2; <bold>(E)</bold>, TNF-&#x03B1; <bold>(F)</bold>, and IL-6 <bold>(G)</bold> were tested by ELISA. <italic>n</italic> = 4 in each group. &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 between the indicated groups. <bold>(H)</bold> The expression levels of p-p65 and TNF-&#x03B1; were evaluated by Western blotting.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1369662-g007.tif"/>
</fig>
<p>We found that the phosphorylation of NF-&#x03BA;B was induced by <italic>S. aureus</italic>, suggesting that the NF-&#x03BA;B signaling axis was activated (<xref ref-type="fig" rid="F7">Figure 7C</xref>). Interestingly, LAA inhibited the <italic>S. aureus</italic>-induced phosphorylation of NF-&#x03BA;B in <italic>S. aureus</italic>-induced THP-1-derived M&#x03A6;s (<xref ref-type="fig" rid="F7">Figure 7C</xref>). Moreover, LAA treatment inhibited the phosphorylation of NF-&#x03BA;B in the lungs of pneumonia mice compared with that in the lungs of <italic>S. aureus</italic>-treated mice (<xref ref-type="fig" rid="F7">Figure 7D</xref>). These results showed that LAA had an anti-inflammatory effect by reducing NF-&#x03BA;B in <italic>S. aureus</italic>-induced macrophages and in mice with pneumonia.</p>
<p>To further prove the inhibitory effect of LAA on the TLR signaling pathway, the TLR2 activator Pam3CSK4 was used for <italic>in vitro</italic> experiments. As shown in <xref ref-type="fig" rid="F7">Figures 7E&#x2013;G</xref>, the levels of IL-1&#x03B2;, TNF-&#x03B1;, and IL-6 in the culture supernatant of THP-1-derived M&#x03A6;s were greater in the Pam3CSK4 group than in the control group, and the levels of these proinflammatory cytokines were lower in the LAA group than in the Pam3CSK4 group (<italic>p</italic> &#x003C; 0.01). Moreover, as shown in <xref ref-type="fig" rid="F7">Figure 7H</xref>, LAA treatment suppressed the Pam3CSK4-induced increase in p-p65 and TNF-&#x03B1; levels in the THP-1-derived M&#x03A6;s. LAA treatment alone was not significant for these indicators (<xref ref-type="fig" rid="F7">Figures 7E&#x2013;H</xref>). This finding suggested that LAA has an inhibitory effect on the <italic>S. aureus</italic>-induced TLR signaling pathway <italic>in vitro</italic>.</p>
</sec>
<sec id="S3.SS10">
<title>Effects of LAA on organ damage</title>
<p>To investigate the organ damage of the LAA during the time of the subject, the histology of vital organs (heart, liver, spleen, lung, and kidney) was examined by H&#x0026;E. No obvious signs of damage, such as inflammation, necrosis, pyknosis, polymorphonuclear infiltration, or interstitial hemorrhage, were observed in any of the examined organs, including the heart, liver, spleen, lung, and kidney, after LAA treatment (<xref ref-type="fig" rid="F8">Figure 8</xref>). Our results suggest that LAA has no significant organ damage to mice within 3 days.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>Hematoxylin and eosin staining images of organs including the heart, liver, spleen, lung, and kidney (&#x00D7;20). The mice were intraperitoneally injected with either 0.9% saline or LAA (at dosages of 10, 20, or 30 mg/kg) twice daily, consistent with the drug administration protocol used in the infection model. Seventy-two hours after administration, the heart, liver, spleen, lung, and kidney tissues of the mice were collected, fixed, sliced, and stained.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1369662-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Natural compounds have the advantages of biological activity and diversity and have been historically recognized as major sources of traditional medicines and new drug discovery (<xref ref-type="bibr" rid="B1">Boufridi and Quinn, 2018</xref>; <xref ref-type="bibr" rid="B12">Ekiert and Szopa, 2020</xref>). Natural products have been used since antiquity as traditional medicines and in the modern era. Increasing evidence indicates that natural products play a crucial role in the treatment of <italic>S. aureus</italic> pneumonia (<xref ref-type="bibr" rid="B32">Shaukat et al., 2019</xref>; <xref ref-type="bibr" rid="B45">Yao and Sun, 2019</xref>; <xref ref-type="bibr" rid="B43">Wu Y. X. et al., 2021</xref>). Notably, these drugs displayed multitargeting properties and lower systemic toxicity.</p>
<p>Licochalcone A is isolated from <italic>Glycyrrhiza inflata</italic>, which is widely used clinically in traditional Chinese medicine. A previous study demonstrated that 20&#x2013;80 mg/kg LAA had obvious anti-inflammatory effects on LPS-induced acute lung injury (<xref ref-type="bibr" rid="B4">Chu et al., 2013</xref>). Our previous studies and other previous studies have found that LAA inhibits <italic>S. aureus</italic> activity and the secretion of enterotoxins A and B by <italic>S. aureus</italic> (<xref ref-type="bibr" rid="B27">Qiu et al., 2010</xref>; <xref ref-type="bibr" rid="B34">Shen et al., 2015</xref>). However, it is unclear whether LAA plays a vital role in the treatment of <italic>S. aureus</italic> infection, especially <italic>S. aureus</italic> pneumonia; this leads to the following question, what is the underlying mechanism of by which LAA affects <italic>S. aureus</italic> pneumonia?</p>
<p>Our research (<xref ref-type="table" rid="T1">Table 1</xref>) and others&#x2019; research revealed that <italic>S. aureus</italic> has developed resistance to many commonly used antibiotics (<xref ref-type="bibr" rid="B23">Parker et al., 2016</xref>; <xref ref-type="bibr" rid="B33">Shen et al., 2020</xref>), which is an urgent problem to be solved in clinical practice. Notably, LAA inhibited <italic>S. aureus</italic> activity and is an extremely valuable drug candidate for the treatment of <italic>S. aureus</italic> infections. Further analysis suggested that LAA has a protective effect against <italic>S. aureus</italic> pneumonia in mice by changing the histopathology and number of <italic>S. aureus</italic> bacteria in the lungs, and the number of total cells and neutrophils in the BAL fluid (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p><italic>Staphylococcus aureus</italic> infection induces severe inflammation, which leads to significant upregulation of TNF-&#x03B1;, IL-1&#x03B2;, and IL-6 in both lung tissues and cells (<xref ref-type="bibr" rid="B45">Yao and Sun, 2019</xref>). Thus, we tested the levels of IL-6, TNF-&#x03B1;, and IL-1&#x03B2; in culture supernatants from macrophages, serum and BALF, and the results showed that LAA reduced the levels of IL-6, TNF-&#x03B1;, and IL-1&#x03B2; in culture supernatants from <italic>S. aureus</italic>-induced macrophages and serum and BALF of pneumonia mice (<xref ref-type="fig" rid="F2">Figure 2</xref>). Our results showed that LAA might have therapeutic potential by modulating inflammatory responses in <italic>S. aureus</italic> infection.</p>
<p>Next, the possible mechanism of LAA in <italic>S. aureus</italic> pneumonia was predicted by network pharmacology. Thirty-three shared targets of LAA and <italic>S. aureus</italic> pneumonia-related genes overlapped (<xref ref-type="fig" rid="F3">Figure 3C</xref>). These targets were enriched in terms and pathways identified using GO and KEGG analyses. The Toll-like receptor and NOD-like receptor signaling pathways were identified found (<xref ref-type="fig" rid="F4">Figure 4B</xref>). Therefore, the Toll-like receptor and NOD-like receptor signaling pathway-related targets were selected as candidate targets of LAA against <italic>S. aureus</italic> pneumonia for further molecular docking and experimental validation.</p>
<p>Two pattern recognition receptors, TLRs and NLRs, are mainly responsible for <italic>S. aureus</italic> infection (<xref ref-type="bibr" rid="B25">Philpott et al., 2014</xref>). NLRs are capable of forming inflammasomes in response to <italic>S. aureus</italic>, and their composition includes <italic>S. aureus</italic> extracellular vesicles, &#x03B1;-toxin, Panton-Valentine leucocidin, etc. (<xref ref-type="bibr" rid="B15">Holzinger et al., 2012</xref>; <xref ref-type="bibr" rid="B38">Wang X. et al., 2020</xref>; <xref ref-type="bibr" rid="B39">Wang et al., 2022</xref>). NLRP3, which plays a vital role in the host immune response to <italic>S. aureus</italic>, is one of the most characterized members of the NLR family (<xref ref-type="bibr" rid="B11">Duewell et al., 2010</xref>; <xref ref-type="bibr" rid="B39">Wang et al., 2022</xref>).</p>
<p>There is cumulative evidence indicating that the NLRP3 inflammasome is an attractive therapeutic target in inflammatory diseases (<xref ref-type="bibr" rid="B41">Wang Z. et al., 2020</xref>; <xref ref-type="bibr" rid="B30">Seok et al., 2021</xref>; <xref ref-type="bibr" rid="B37">Vong et al., 2021</xref>). In recent years, the role of the NLRP3 inflammasome in <italic>S. aureus</italic> pneumonia has been studied (<xref ref-type="bibr" rid="B42">Wu and Huang, 2017</xref>; <xref ref-type="bibr" rid="B10">Duan et al., 2021</xref>). It is widely known that activation of the NLRP3 inflammasome leads to caspase 1-mediated proteolytic activation of IL-1&#x03B2; and results in inflammatory responses (<xref ref-type="bibr" rid="B22">Mangan et al., 2018</xref>). In this study, LAA treatment reduced the protein expression of the NLRP3 inflammasome in the lung tissue of <italic>S. aureus</italic> pneumonia mice.</p>
<p>TLRs are essential for defense against <italic>S. aureus</italic> infection. TLR activation by <italic>S. aureus</italic> promotes the recruitment of adaptor proteins to activate NF-&#x03BA;B and MAPKs. NF-&#x03BA;B plays a crucial role in the amplification of inflammation (<xref ref-type="bibr" rid="B19">Liu et al., 2020</xref>). Activated NF-&#x03BA;B and MAPKs stimulate <italic>S. aureus-</italic>infected cells to produce numerous inflammatory factors, such as TNF-&#x03B1;, IL-1&#x03B2;, and IL-6 (<xref ref-type="bibr" rid="B31">Shamsuddin and Kumar, 2011</xref>; <xref ref-type="bibr" rid="B43">Wu Y. X. et al., 2021</xref>).</p>
<p>Previous research has suggested that <italic>S. aureus</italic> infection can upregulate the phosphorylation of p65 proteins, and activate the NF-&#x03BA;B signaling pathway in lung tissues (<xref ref-type="bibr" rid="B43">Wu Y. X. et al., 2021</xref>). Our results showed that the level of p-p65 protein in THP-1-derived M&#x03A6;s and lung tissues was upregulated significantly after <italic>S. aureus</italic> infection, and LAA treatment markedly downregulated the phosphorylation of NF-&#x03BA;B in the lungs of pneumonia mice and in THP-1-derived M&#x03A6;s.</p>
<p>The MAPK signaling pathway plays crucial roles in the <italic>S. aureus</italic>-induced TLR2-mediated inflammatory response (<xref ref-type="bibr" rid="B16">Jiang et al., 2017</xref>). In this study, LAA attenuated the levels of p-JNK and p-p38MAPK in <italic>S. aureus</italic>-infected lungs and THP-1-derived M&#x03A6;s (<xref ref-type="fig" rid="F7">Figures 7A, B</xref>). However, the phosphorylation level of ERK was not changed by <italic>S. aureus</italic> and/or LAA cotreatment in the lung or in THP-1-derived macrophages. Similar evidence has been found in previous studies (<xref ref-type="bibr" rid="B9">Deramaudt et al., 2020</xref>).</p>
<p>In this study, the numbers of <italic>S. aureus</italic> (CFU counts) were strongly reduced by LAA in the lung tissue (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Meanwhile, <italic>in vitro</italic> experiments also showed that LAA significantly enhanced the bactericidal effect of phagocytes on <italic>S. aureus</italic> (<italic>p</italic> &#x003C; 0.01; <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>). Obviously, the reduction of bacteria caused by LAA could alleviate inflammation. The crucial question was whether LAA had an anti-inflammatory effect that was independent of its anti-bacterial effect. To further prove the inhibitory effect of LAA on NLRP3 inflammasome and TLR signaling pathways, the NLRP3 inflammasome activator ATP and nigericin and the TLR2 activator Pam3CSK4 were used for <italic>in vitro</italic> experiments. The levels of NLRP3, pro-caspase-1, caspase-1 p20, pro-IL-1&#x03B2;, and mature-IL-1&#x03B2; decreased with LAA treatment in ATP- or nigericin-activated M&#x03A6;, and the levels of p-p65, IL-1&#x03B2;, TNF-&#x03B1;, and IL-6 decreased with LAA treatment in Pam3CSK4-activated M&#x03A6; (<xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F7">7</xref>). In summary, LAA inhibits <italic>S. aureus</italic> infection by reducing the numbers of <italic>S. aureus</italic> and inhibiting the NLRP3 inflammasome and TLR signaling.</p>
<p>The safety of drugs is the focus of researchers. According to research findings, LAA reduced pre-neoplastic lesions induced by 1,2-dimethylhydrazine in the rat colon at 3.12&#x2013;50 mg/kg b.w. for 15 days, while biochemical markers and body weight indicated no apparent toxicity (<xref ref-type="bibr" rid="B8">de Freitas et al., 2020</xref>). LAA (100 mg/kg) has protective effects against acetaminophen-induced hepatotoxicity, while histological assessment of the mice treated with LAA alone indicated no apparent toxicity (<xref ref-type="bibr" rid="B21">Lv et al., 2018</xref>). We conducted a 3-day animal toxicity test for LAA, and found that vital organs including the heart, liver, spleen, lung, and kidney had no obvious signs of damage, such as inflammation, necrosis, pyknosis, polymorphonuclear infiltration, or interstitial hemorrhage in LAA treated mice compared to normal mice (<xref ref-type="fig" rid="F8">Figure 8</xref>). Our results suggest that LAA has no significant damage to mice within 3 days. Based on the literature and the results of LAA only treatment experiments, these findings suggest that LAA at the subject concentration is a safe drug for treating <italic>S. aureus</italic> pneumonia. Currently, clinical research on LAA has focused primarily on its application in the treatment of skin diseases, and further clinical investigations are needed to explore its potential for the systemic treatment of diseases such as <italic>S. aureus</italic> pneumonia.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>In summary, network pharmacology and experimental results showed that LAA protected against <italic>S. aureus</italic> pneumonia in mice by inhibiting NF-&#x03BA;B, JNK, p38MAPK, and NLRP3-mediated inflammation. The results showed that LAA is a potential agent for the treatment of <italic>S. aureus</italic> pneumonia.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in this article/<xref ref-type="supplementary-material" rid="DS1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Ethical approval was not required for the study involving humans in accordance with the local legislation and institutional requirements. Written informed consent to participate in this study was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and the institutional requirements. The animal study was approved by the Institutional Animal Care and Use Committee of Xinxiang Medical University. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="S8" sec-type="author-contributions">
<title>Author contributions</title>
<p>FS: Conceptualization, Investigation, Methodology, Writing &#x2013; original draft. YZ: Data curation, Methodology, Writing &#x2013; review &#x0026; editing. CL: Data curation, Methodology, Writing &#x2013; review &#x0026; editing. HY: Investigation, Writing &#x2013; review &#x0026; editing. PY: Conceptualization, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec id="S9" sec-type="funding-information">
<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 the National Natural Science Foundation of China (No. 31802245) and Natural Science Foundation of Henan Province (No. 242300420116).</p>
</sec>
<sec id="S10" 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="S11" 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 id="S12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1369662/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1369662/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="http://www.lilab-ecust.cn/pharmmapper/">http://www.lilab-ecust.cn/pharmmapper/</ext-link></p></fn>
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<label>2</label>
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<label>5</label>
<p><ext-link ext-link-type="uri" xlink:href="https://david.ncifcrf.gov/">https://david.ncifcrf.gov/</ext-link></p></fn>
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<label>6</label>
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