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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2025.1598991</article-id><article-version article-version-type="Corrected Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading"><subject>Original Research</subject></subj-group>
</article-categories>
<title-group>
<article-title><italic>&#x03B1;</italic>-Glycerol monolaurate promotes tight junction proteins expression through PKC/MAPK/ATF-2 signaling pathway</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Dai</surname> <given-names>Siyu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3010449"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
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</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Cunjie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname> <given-names>Dagang</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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<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname> <given-names>Hong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
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</contrib-group>
<aff id="aff1"><label>1</label><institution>Guangdong Province Engineering Research Center for Antibody Drug and Immunoassay, College of Life Science and Technology, Jinan University</institution>, <city>Guangzhou, Guangdong</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Institute of Animal Science, Guangdong Academy of Agricultural Sciences</institution>, <city>Guangzhou, Guangdong</city>, <country country="cn">China</country></aff>
<author-notes><corresp id="c001"><label>&#x002A;</label>Correspondence: Dagang Li, <email xlink:href="mailto:609048302@qq.com">609048302@qq.com</email></corresp><corresp id="c002">Hong Wang, <email xlink:href="mailto:wanghong@jnu.edu.cn">wanghong@jnu.edu.cn</email></corresp></author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-07-31">
<day>31</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="corrected" iso-8601-date="2025-11-17">
<day>17</day>
<month>11</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1598991</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Dai, Li, Li and Wang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Dai, Li, Li and Wang</copyright-holder>
<license><ali:license_ref start_date="2025-07-31">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Introduction</title>
<p>This study investigates the effects of <italic>&#x03B1;</italic>-GML on intestinal epithelial tight junction (TJ) protein expression and its molecular mechanisms. Recognizing the critical role of TJ proteins in intestinal barrier function and the potential of <italic>&#x03B1;</italic>-GML to enhance this barrier, we employ the IPEC-J2 cell model. Our aim is to validate the regulatory impact of&#x03B1;-GML on TJ protein expression and elucidate the underlying signaling pathways, thereby offering new strategies for intestinal health maintenance.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Utilized Data-Independent Acquisition (DIA) analysis to identify optimal targets of <italic>&#x03B1;</italic>-GML in modulating Tight Junction (TJ) protein expression. Treated cells with specific inhibitors of PKC and MAPK to assess their role in TJ regulation by <italic>&#x03B1;</italic>-GML. Co-treated cells with the MAPK inhibitor SCH772984 and &#x03B1;-GML to study the effects on p-ATF-2 expression. Evaluated the effects of SCH772984 and ATF-2 overexpression on the protein expression levels of phosphorylated ATF-2, ZO-1, and OCLN.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Revealed that <italic>&#x03B1;</italic>-GML&#x2019;s modulation of TJ proteins might involve the PKC/MAPK signaling pathway, leading to ATF-2 phosphorylation. Both PKC and MAPK inhibitors reduced TJ protein expression (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), indicating their involvement in <italic>&#x03B1;</italic>-GML&#x2019;s regulation. SCH772984 counteracted &#x03B1;-GML-induced upregulation of p-ATF-2 (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05), suggesting MAPK&#x2019;s role in this process. Identified potential ATF-2 binding sites on ZO-1 and OCLN promoters. ATF-2 significantly enhanced ZO-1 promoter activity (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). SCH772984 reduced phosphorylated ATF-2, ZO-1, and OCLN levels (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), while ATF-2 overexpression rescued this decrease (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), confirming ATF-2&#x2019;s role in TJ protein upregulation via the MAPK pathway.</p>
</sec>
<sec id="sec4">
<title>Discussion</title>
<p>Our study indicated that <italic>&#x03B1;</italic>-GML enhanced the expression of TJ proteins through the PKC/MAPK/ATF-2 pathway, thereby enhancing the barrier function of intestinal epithelial cells.</p>
</sec>
</abstract>
<kwd-group>
<kwd>intestinal epithelial cells</kwd>
<kwd>proteomic analysis</kwd>
<kwd><italic>&#x03B1;</italic>-glycerol monolaurate</kwd>
<kwd>tight junction proteins</kwd>
<kwd>PKC/MAPK/ATF-2 signaling pathway</kwd>
</kwd-group><funding-group><award-group id="gs1"><funding-source id="sp1"><institution-wrap><institution>Guangzhou Science and Technology Plan Project</institution></institution-wrap></funding-source><award-id rid="sp1">2023GZ24</award-id></award-group><funding-statement>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by the grants from the National Key Laboratory of Pig and Poultry Seed Industry Open Topic (2023GZ24); Guangzhou Science and Technology Plan Project (2024E04J1276).</funding-statement></funding-group><counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="32"/>
<page-count count="11"/>
<word-count count="6266"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition and Food Science Technology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>Intestinal epithelial cells are seamlessly integrated through a intricate network of intercellular junctions, encompassing gap junctions, desmosomes, tight junctions (TJs), and adherence junctions (AJs) (<xref ref-type="bibr" rid="ref1">1</xref>). TJ proteins, which include Claudins, OCLNs, junctional adhesion molecules (JAMs), and zonula occluden-1 (ZO-1), serve as vital intercellular adhesion complexes within epithelial and endothelial barriers, forming the essential paracellular barrier (<xref ref-type="bibr" rid="ref2">2</xref>). Intestinal TJ damage allows harmful substances to pass through, triggering immune responses and inflammation, potentially leading to diseases. Upregulating the expression of TJ, however, is beneficial for restoring and maintaining intestinal health (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>). Dong et al. demonstrated that mannose alleviated dextran sodium sulfate (DSS)-induced colitis by protecting the intestinal barrier and strengthening tight junctions (<xref ref-type="bibr" rid="ref5">5</xref>). Li et al. has demonstrated that chitosan oligosaccharide can significantly ameliorate lipopolysaccharide (LPS)-induced intestinal epithelial barrier damage by upregulating the levels of TJ proteins in an extracellular signal-regulated kinase 1/2 (ERK1/2)-dependent manner (<xref ref-type="bibr" rid="ref6">6</xref>).</p>
<p>Protein kinase C (PKC) is a family of serine- and threonine-specific protein kinases and mediates many cellular processes in a tissue-specific manner, significantly influencing a wide range of agonists, including growth factors, neurotransmitters, and hormonal stimuli, thereby governing key signaling processes (<xref ref-type="bibr" rid="ref7">7</xref>). The PKC/mitogen-activated protein kinases (MAPK) pathways are recognized as classic cellular signaling pathways that are intimately linked to the regulation of TJs in epithelial cells. However, the effect of PKC/MAPK on TJ expression is reduced or increased, depending on the cell type and condition (<xref ref-type="bibr" rid="ref8">8</xref>). Jo et al. demonstrated that oxyresveratrol activates the PKC and MAPK pathways, markedly enhancing the levels of TJ-related genes and proteins, reducing monolayer permeability, and increasing transepithelial electrical resistance, thereby reinforcing the integrity of the intestinal barrier (<xref ref-type="bibr" rid="ref9">9</xref>). Similarly, Li et al. found that tea polyphenols inhibit the toll-like reporter 4 (TLR-4)/MAPK/PKC-myosin light chain kinase (MLCK) signaling pathway, thereby reducing the release of inflammatory cytokines and blocking the decrease in <italic>&#x03B2;</italic>-catenin and OCLN expression induced by <italic>Actinobacillus pleuropneumoniae</italic> in newborn pig tracheal epithelial cells (<xref ref-type="bibr" rid="ref10">10</xref>).</p>
<p><italic>&#x03B1;</italic>-Glycerol monolaurate (&#x03B1;-GML), a monoglyceride consisting of glycerol and lauric acid, possesses diverse pharmacological and biological activities and is used both as a food additive and in medicinal applications (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref12">12</xref>). The US Food and Drug Administration (FDA) has designated GML as a generally recognized as safe food emulsifier (<xref ref-type="bibr" rid="ref13">13</xref>). Numerous studies have indicated that GML significantly improves the function of the intestinal epithelial barrier. Kong et al. demonstrated that the restoration of intestinal injury in LPS-challenged broilers is predominantly attributed to the potent effects of GML supplementation, which significantly enhanced the expression of TJ proteins and activated the adenosine monophosphate-activated protein kinase (AMPK)/nuclear factor-erythroid 2-related factor 2 (Nrf2) pathway (<xref ref-type="bibr" rid="ref14">14</xref>). He et al. GML treatment suppressed the activation of the MAPK and nuclear factor kappaB (NF-&#x03BA;B) signaling pathways, enhanced the expression of intestinal TJ proteins ZO-1, OCLN, and Claudin-1, and mitigated tissue damage, thereby relieving the macroscopic symptoms in mice suffering from DSS-induced colitis (<xref ref-type="bibr" rid="ref15">15</xref>). Despite these findings, the impact of <italic>&#x03B1;</italic>-GML on the expression of intestinal epithelial TJs remains largely unexplored. Therefore, this study aimed to assess the role and molecular mechanism of &#x03B1;-GML in the expression of TJ proteins using IPEC-J2 cells as an <italic>in vitro</italic> model.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec7">
<label>2.1</label>
<title>Reagents and materials</title>
<p>Porcine small intestinal epithelial cell line (IPEC-J2 cells, third-generation primary cells) were purchased from Huatuo Biotechnology Co.</p>
</sec>
<sec id="sec8">
<label>2.2</label>
<title>Cell culture and treatment</title>
<p>IPEC-J2 cells were grown in dulbecco&#x2019;s modified eEagle&#x2019;s medium (DMEM, Gibco, China) supplemented with 10% fetal bovine serum (FBS, Gibco, China) under an atmospheric condition of 95% O<sub>2</sub> /5% CO<sub>2</sub> at 37&#x00B0;C in a humidified incubator. The culture medium was refreshed every 2&#x202F;days during cell growth.</p>
</sec>
<sec id="sec9">
<label>2.3</label>
<title>FITC-dextran assay</title>
<p>The cell concentration was adjusted to 1.5&#x202F;&#x00D7;&#x202F;10<sup>5</sup> cells/mL, then 1&#x202F;mL of cell suspension was transferred to the upper chamber of the transwell. When the cell density reached 80%, replaced the upper and lower chambers with medium containing 0.01&#x202F;mM <italic>&#x03B1;</italic>-GML (Kevin, China) and incubated the cells for 24, 36, 48 and 60&#x202F;h, respectively. The upper chambers were then replaced with medium containing 1&#x202F;mg/mL fluorescein isothiocyanate-dextran (FITC-dextran, Aladdin, China), and the lower chambers were replaced with phosphate buffered saline (PBS). After incubation in a CO<sub>2</sub> incubator protected from light for 1&#x202F;h, the PBS in the lower chamber was collected, and the relative fluorescence content of the PBS was measured by using an enzyme marker at an excitation wavelength of 493&#x202F;nm and an emission wavelength of 518&#x202F;nm.</p>
</sec>
<sec id="sec10">
<label>2.4</label>
<title>Cell viability assay</title>
<p>The cell concentration was adjusted to 4&#x202F;&#x00D7;&#x202F;10<sup>4</sup> cells/mL, add 100&#x202F;&#x03BC;L of cell suspension to each well of a 96-well plate, and incubate the cells in DMEM complete medium (10% FBS) until the density reaches about 50%, and then replace the DMEM complete medium with DMEM containing 0, 0.05, 0.03, 0.01, 0.008, 0.005, 0.003, and 0.001&#x202F;mM <italic>&#x03B1;</italic>-GML and 1% dimethyl Sulfoxide (DMSO, MP Biomedicals, China). Complete medium was used to culture the cells. After culturing the cells in &#x03B1;-GML working solution for 24, 36, 48 and 60&#x202F;h, 10&#x202F;&#x03BC;L of cell counting kit-8 (CCK8, NCM Biotech, China) reagent was added to each well, and the cells were incubated in a cell culture incubator protected from light for 1&#x202F;h. Then the absorbance value was detected at 490&#x202F;nm using an enzyme marker, and the absorbance value of each well minus the absorbance value of the blank-well medium could represent the cell activity.</p>
</sec>
<sec id="sec11">
<label>2.5</label>
<title>Total RNA extraction and quantitative real-time PCR (qRT-PCR)</title>
<p>At approximately 80% confluence, the cells were exposed to a complete medium supplemented with 0.01&#x202F;mM <italic>&#x03B1;</italic>-GML for varying durations, or subjected to various inhibitors across different groups for a continuous period of 48&#x202F;h. Total RNA was extracted using total RNA isolation kit (NCM Biotech, China), and the cDNA was synthesized using the PrimeScript first-strand cDNA synthesis kit (Novoprotein, China). The qRT-PCR was performed using the SYBR qPCR SuperMix Plus kit (Novoprotein, China) at 95&#x00B0;C for 1&#x202F;min, followed by 40&#x202F;cycles of 95&#x00B0;C for 20&#x202F;s and 60&#x00B0;C for 1&#x202F;min. Reaction system was listed in <xref ref-type="table" rid="tab1">Table 1</xref>. The levels of gene expression were quantified using the 2<sup>&#x2212;&#x0394;&#x0394;Ct</sup> method, and the GAPDH gene was used as the reference gene. The primer sequences were listed in <xref ref-type="table" rid="tab2">Table 2</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Reaction system for qRT-PCR.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="top">Reagents</th>
<th align="center" valign="top">Dosage</th>
</tr>
</thead>
<tbody>
<tr>
<td align="center" valign="top">2&#x202F;&#x00D7;&#x202F;SYBR qPCR SuperMix Plus</td>
<td align="center" valign="top">10&#x202F;&#x03BC;l</td>
</tr>
<tr>
<td align="center" valign="top">Upstream primers</td>
<td align="center" valign="top">0.2&#x202F;&#x03BC;M</td>
</tr>
<tr>
<td align="center" valign="top">Downstream primers</td>
<td align="center" valign="top">0.2&#x202F;&#x03BC;M</td>
</tr>
<tr>
<td align="center" valign="top">Template</td>
<td align="center" valign="top">2&#x202F;&#x03BC;L</td>
</tr>
<tr>
<td align="center" valign="top">RNase free water</td>
<td align="center" valign="top">To 20&#x202F;&#x03BC;L</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Gene primers sequence used for qRT-PCR.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="top">Primers</th>
<th align="center" valign="top">Forward (5&#x2032;-3&#x2032;)</th>
<th align="center" valign="top">Reverse (5&#x2032;-3&#x2032;)</th>
<th align="center" valign="top">Source of sequence</th>
</tr>
</thead>
<tbody>
<tr>
<td align="center" valign="top">ZO-1</td>
<td align="center" valign="top">TGGGAACAGCACACAGTGAC</td>
<td align="center" valign="top">GCTGGCCCTCCTTTTAACAC</td>
<td align="center" valign="top">
<ext-link xlink:href="https://doi.org/10.1016/j.toxlet.2023.07.007" ext-link-type="uri">10.1016/j.toxlet.2023.07.007</ext-link>
</td>
</tr>
<tr>
<td align="center" valign="top">OCLN</td>
<td align="center" valign="top">ATGCTTTCTCAGCCAGCGTA</td>
<td align="center" valign="top">AAGGTTCCATAGCCTCGGTC</td>
<td align="center" valign="top">
<ext-link xlink:href="https://doi.org/10.1016/j.ecoenv.2022.114006" ext-link-type="uri">10.1016/j.ecoenv.2022.114006</ext-link>
</td>
</tr>
<tr>
<td align="center" valign="top">Claudin-1</td>
<td align="center" valign="top">AGATTTACTCCTACGCTGGTGAC</td>
<td align="center" valign="top">GCAAAGTGGTGTTCAGATTCAG</td>
<td align="center" valign="top">
<ext-link xlink:href="https://doi.org/10.1016/j.ecoenv.2022.114006" ext-link-type="uri">10.1016/j.ecoenv.2022.114006</ext-link>
</td>
</tr>
<tr>
<td align="center" valign="top">Claudin-2</td>
<td align="center" valign="top">TTGTGACAGCAGTTGGCTTC</td>
<td align="center" valign="top">TCATGCCCACCACAGAGATA</td>
<td align="center" valign="top">
<ext-link xlink:href="https://doi.org/10.1007/s00011-021-01468-9" ext-link-type="uri">10.1007/s00011-021-01468-9</ext-link>
</td>
</tr>
<tr>
<td align="center" valign="top">ATF-2</td>
<td align="center" valign="top">TACAAGTGGTCGTCGG</td>
<td align="center" valign="top">CGGTTACAGGGCAATC</td>
<td align="center" valign="top">
<ext-link xlink:href="https://doi.org/10.3892/etm.2021.10015" ext-link-type="uri">10.3892/etm.2021.10015</ext-link>
</td>
</tr>
<tr>
<td align="center" valign="top">GAPDH</td>
<td align="center" valign="top">ATTTGGCTACAGCAACAGGG</td>
<td align="center" valign="top">CAACTGTGAGGAGGGGAGA</td>
<td align="center" valign="top">
<ext-link xlink:href="https://doi.org/10.1016/j.tiv.2019.104700" ext-link-type="uri">10.1016/j.tiv.2019.104700</ext-link>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec12">
<label>2.6</label>
<title>Western blot assay</title>
<p>When the cell density reached about 80%, cells were incubated in complete medium containing 0.01&#x202F;mM <italic>&#x03B1;</italic>-GML for different times, or treated with different inhibitors (groups: control, <italic>&#x03B1;</italic>-GML, 0.5&#x202F;nM Staurosporine, &#x03B1;-GML&#x202F;+&#x202F;0.05&#x202F;nM Staurosporine, &#x03B1;-GML&#x202F;+&#x202F;0.5&#x202F;nM Staurosporine, &#x03B1;-GML&#x202F;+&#x202F;1&#x202F;nM Staurosporine, &#x03B1;-GML&#x202F;+&#x202F;2&#x202F;nM Staurosporine, 0.5&#x202F;&#x03BC;M SCH772984, &#x03B1;-GML&#x202F;+&#x202F;0.1&#x202F;&#x03BC;M SCH772984, &#x03B1;-GML&#x202F;+&#x202F;0.5&#x202F;&#x03BC;M SCH772984, &#x03B1;-GML&#x202F;+&#x202F;1&#x202F;&#x03BC;M SCH772984, &#x03B1;-GML&#x202F;+&#x202F;2&#x202F;&#x03BC;M SCH772984) for consecutive 48&#x202F;h. Total protein from cells was extracted using RIPA lysis buffer (NCM Biotech, China). The appropriate amount of protein was separated by 10% sodium dodecyl sulfate-polyacrylamide gel electrophoresis, transferred to PVDF membranes (Millipore, USA) which then were blocked with 5% non-fat dried milk at 37&#x00B0;C for 1&#x202F;h. Then the membranes were incubated with primary antibodies (1:1000, Bioss, China) overnight at 4&#x00B0;C and then incubated with secondary antibodies conjugated with goat anti-rabbit IgG (H&#x0026;L) HRP (1:2000, Affinity, China) for 1&#x202F;h at room temperature. ImageJ software was employed for the quantification of protein bands. For each group, the grayscale values of GAPDH were utilized as an internal control to normalize the data. Each experiment was conducted in triplicate to ensure the reliability and reproducibility of the results.</p>
</sec>
<sec id="sec13">
<label>2.7</label>
<title>Analysis of functional and pathway enrichment</title>
<p>When cell density reached approximately 80%, cells were incubated in complete medium containing 0.01&#x202F;mM <italic>&#x03B1;</italic>-GML (groups: control, DMSO, &#x03B1;-GML). Cells were then lysed with RIPA lysis buffer and stored at &#x2212;80&#x00B0;C. The cell samples were then sent to Guangzhou Genedenovo Biotechnology Co., Ltd. for further processing and preparation, and high-throughput, high-precision data acquisition and analysis were conducted on the Omicsmart online platform<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> using Data-Independent Acquisition (DIA) proteomics technology. The proteins with <italic>p</italic> value&#x003C;0.05 and absolute value of fold change (FC) greater than 1.2-fold were considered as differentially expressed proteins (DEPs). Finally, functional annotation and pathway analysis of the identified differentially expressed proteins were performed to reveal their potential biological significance and mechanisms of action. Gene Ontology (GO), KEGG and Reactome pathway analysis was used to understand the biological processes and pathways that enriched IPEC-J2 cells after <italic>&#x03B1;</italic>-GML treatment.</p>
</sec>
<sec id="sec14">
<label>2.8</label>
<title>Dual-luciferase reporter assays</title>
<p>The cell concentration was adjusted to 1.5&#x202F;&#x00D7;&#x202F;10<sup>5</sup> cells/mL and were seeded in a 12-well plate for 12&#x202F;h. The plasmid of dual luciferase reporter assay system and ATF-2 overexpression was co-transfected into the cells using Lipofectamine 2000 (Invitrogen, USA). After 48&#x202F;h, the transfected cells with luciferase reporter genes were lysed centrifuged for 3&#x202F;min. The luciferase activity (firefly catalyzes luciferin at a wavelength of 560&#x202F;nm and renilla luciferase at a wavelength of 465&#x202F;nm in the supernatant) was measured with the substrates of dual luciferase reporter assay kit (Yeasen Biotechnology, China) using CLARIOstar microplate readers (BMG LABTECH, Germany).</p>
</sec>
<sec id="sec15">
<label>2.9</label>
<title>Statistical analysis</title>
<p>Statistical analysis was performed using IBM SPSS 26.0 and Graph pad Prism 9.5 analysis software. The LSD-<italic>t</italic> test was used for two-by-two comparisons between groups, and one-way ANOVA was used for comparisons between multiple groups. Significant differences were found when <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="sec16">
<label>3</label>
<title>Results</title>
<sec id="sec17">
<label>3.1</label>
<title><italic>&#x03B1;</italic>-GML promotes the expression of TJ genes and proteins in IPEC-J2 cells</title>
<p>Cells treated with various concentrations of &#x03B1;-GML for different times showed no significant effect on proliferation at 24&#x202F;h (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05), but a significant increase was observed at 48&#x202F;h with 0.01&#x202F;mM &#x03B1;-GML, which was also effective at enhancing proliferation at 60&#x202F;h (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) (<xref ref-type="bibr" rid="ref16">16</xref>). This concentration was chosen for further experiments, where it significantly reduced FITC-dextran flux through IPEC-J2 cells at 36, 48, and 60&#x202F;h, indicating improved barrier function (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) (<xref ref-type="bibr" rid="ref16">16</xref>). qRT-PCR and western blot assays revealed that 0.01&#x202F;mM <italic>&#x03B1;</italic>-GML significantly elevated the mRNA and protein levels of ZO-1 and OCLN at 36, 48, and 60&#x202F;h (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), with no impact on the expression levels of Claudin-1 and Claudin-2 (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) (<xref ref-type="bibr" rid="ref16">16</xref>). Collectively, these results preliminarily suggested that 0.01&#x202F;mM &#x03B1;-GML significantly up-regulated the expression of ZO-1 and OCLN, and reduced the paracellular permeability of IPEC-J2 cells. This effect is most pronounced after 48&#x202F;h, thus 48&#x202F;h has been established as the standard treatment duration for subsequent studies.</p>
</sec>
<sec id="sec18">
<label>3.2</label>
<title>Proteomic analysis and identification of ATF-2 as a potential target in regulatory pathways</title>
<p>Data-independent acquisition (DIA)-based quantitative proteomics was employed to identify and quantify proteins for untargeted proteomics experiments (<xref ref-type="bibr" rid="ref17">17</xref>). This analysis identified a total of 3,692 differentially expressed proteins (DEPs), with 1,598 proteins upregulated and 2094 proteins downregulated in the <italic>&#x03B1;</italic>-GML-treated group compare with the DMSO group (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1A</xref>). The result of GO analysis indicated that &#x03B1;-GML affected biological processes, molecular functions and cellular components in cells. And the top three biological processes were cellular processes, metabolic processes, and biological regulation (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1B</xref>). Further insights from the KEGG pathway analysis implicated the MAPK signaling pathway as a potential mechanism related to TJs, based on the prevalence of common molecular targets and the significance of the <italic>p-</italic>values, suggesting that <italic>&#x03B1;</italic>-GML regulates the expression of TJ proteins through the PKC/MAPK pathway(<xref ref-type="fig" rid="fig1">Figure 1A</xref>). The result of Reactome analysis showed that MAPK might phosphorylate activating transcription factor 2 (ATF-2) (<xref ref-type="fig" rid="fig1">Figure 1B</xref>). It is reported that ATF-2 had close relevance to intestinal epithelial barrier (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>). Therefore, ATF-2 may be a potential transcription factor for up-regulating TJ expression.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>ATF-2 was indicated to be the potential target of &#x03B1;-GML in up-regulation of TJ expression based proteomic analysis. <bold>(A)</bold> KEGG analysis on the common targets. <bold>(B)</bold> Signal pathway enrichment by Reactome analysis.</p>
</caption>
<graphic xlink:href="fnut-12-1598991-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Diagram showing two panels of biological pathway analysis. Panel A presents pathways like CGMP-PKG and MAPK with varying protein ratios and significance, indicated by bubble size and color. Panel B features reactome processes such as membrane trafficking and fatty acid metabolism, with protein percentages represented by red and blue bars indicating significance levels.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec19">
<label>3.3</label>
<title><italic>&#x03B1;</italic>-GML promotes the expression of TJ genes and proteins through PKC/MAPK signaling pathway</title>
<p>To investigate the role of PKC in TJ proteins expression, we treated cells with the PKC inhibitor Staurosporine during culture and assessed changes at both the transcriptional and protein levels. Western blot analysis demonstrated a marked reduction in ZO-1 and OCLN protein expression in cells treated with 0.5&#x202F;&#x03BC;M Staurosporine, contrasting with a significant increase in the <italic>&#x03B1;</italic>-GML-treated group compared to the DMSO control (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). In the Staurosporine and &#x03B1;-GML co-treated groups, protein expression was progressively inhibited with increasing inhibitor concentration (<xref ref-type="fig" rid="fig2">Figures 2A</xref>&#x2013;<xref ref-type="fig" rid="fig2">C</xref>, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). And the trend of TJ mRNA expression in the experimental group was consistent with the trend of TJ proteins expression (<xref ref-type="fig" rid="fig2">Figures 2D</xref>,<xref ref-type="fig" rid="fig2">E</xref>, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). We further treated the cells with MAPK inhibitor SCH772984, and the results were consistent with the trend observed using the PKC inhibitor (<xref ref-type="fig" rid="fig3">Figures 3A</xref>&#x2013;<xref ref-type="fig" rid="fig3">E</xref>, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). In addition, the results showed that SCH772984 exposure significantly increased paracellular permeability (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), indicating that SCH772984 impaired the cell barrier function. Co-treatment of SCH772984 and <italic>&#x03B1;</italic>-GML showed that &#x03B1;-GML functionally reversed the increase of the concentration of FITC-dextran induced by SCH772984 (<xref ref-type="fig" rid="fig3">Figure 3F</xref>, <italic>P</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>&#x03B1;-GML promoted TJ expression through activation of PKC. <bold>(A)</bold> The effects on ZO-1 and OCLN protein expression of different concentrations of Staurosporine with or without &#x03B1;-GML. <bold>(B,C)</bold> Western blot quantification of ZO-1 and OCLN. <bold>(D,E)</bold> The mRNA expression of TJ proteins among different groups by qRT-PCR. Values are shown as means&#x202F;&#x00B1;&#x202F;SEs, <italic>n</italic>&#x202F;=&#x202F;3. &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 vs. the DMSO group. <sup>#</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <sup>##</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, <sup>###</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 vs. the &#x03B1;-GML treated group.</p>
</caption>
<graphic xlink:href="fnut-12-1598991-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Western blot and bar graphs showing the effect of &#x03B1;-GML and staurosporine on protein and mRNA expression. Panel A displays protein bands for ZO-1, OCLN, and GAPDH. Panels B and C are bar graphs of ZO-1 and OCLN protein expression, while panels D and E show relative mRNA expression for ZO-1 and OCLN. Conditions vary under &#x03B1;-GML presence and different staurosporine concentrations. Statistical significance is noted with symbols.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>&#x03B1;-GML promoted expression of TJ through PKC/MAPK signaling pathway. <bold>(A&#x2013;C)</bold> The effects of different concentrations of SCH772984, with or without &#x03B1;-GML, on the expression of TJ proteins by western blot and quantification. <bold>(D,E)</bold> The mRNA expression of TJ proteins among different groups by qRT-PCR. <bold>(F)</bold> The results of FITC-dextran flux of cells treated with SCH772984 and &#x03B1;-GML. <bold>(G&#x2013;K)</bold> Effects of Staurosporine and &#x03B1;-GML on the protein expression of phosphorylated and non-phosphorylated MAPK as well as TJ by western blot and quantification. Values are shown as means&#x202F;&#x00B1;&#x202F;SEs, <italic>n</italic>&#x202F;=&#x202F;3. <italic>ns</italic>, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05, &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 vs. the DMSO group. <sup>#</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <sup>##</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, <sup>###</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 vs. the &#x03B1;-GML treated group.</p>
</caption>
<graphic xlink:href="fnut-12-1598991-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Western blots and bar graphs illustrate protein and RNA expression. Panel A presents Western blots of ZO-1, OCLN, and GAPDH with differing SCH772984 concentrations. Bar graphs (B-E) quantify ZO-1 and OCLN protein and RNA expression, showing statistical significance with asterisks. Panel F depicts a bar graph for FITC dextran concentration. Panel G shows additional Western blots for ZO-1, OCLN, MAPK, p-MAPK, and GAPDH under various treatments. Bar graphs (H-K) quantify protein expressions from Panel G, indicating statistical significance.</alt-text>
</graphic>
</fig>
<p>Since MAPK is downstream of PKC, cells are treated with PKC inhibitor Staurosporine to detect the phosphorylation level of MAPK protein by western blot assay. The results indicated that Staurosporine significantly decreased the expression of p-MAPK (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). However, co-treatment with <italic>&#x03B1;</italic>-GML reversed the reduction in p-MAPK expression induced by Staurosporine (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), with no significant differences observed in total MAPK expression across all groups (<xref ref-type="fig" rid="fig3">Figures 3G</xref>&#x2013;<xref ref-type="fig" rid="fig3">K</xref>, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). These findings suggest that <italic>&#x03B1;</italic>-GML&#x2019;s upregulation of TJ expression is indeed associated with the PKC/MAPK pathway.</p>
</sec>
<sec id="sec20">
<label>3.4</label>
<title>&#x03B1;-GML facilitates the expression of TJ proteins by activating the transcription factor ATF-2</title>
<p>According to the above results, we proposed the mechanisms by which <italic>&#x03B1;</italic>-GML might promote the expression of TJ proteins by affecting MAPK/ATF-2 signaling pathway. The results showed that the treatment of &#x03B1;-GML significantly up-regulated the phosphorylation level of ATF compared with DMSO group (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Co-treatment of MAPK inhibitor SCH772984 and &#x03B1;-GML showed that SCH772984 functionally reversed the increase of the expression of p-ATF-2 induced by &#x03B1;-GML (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). Expression of ATF-2 protein was not obviously different in all groups (<xref ref-type="fig" rid="fig4">Figures 4A</xref>&#x2013;<xref ref-type="fig" rid="fig4">C</xref>, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). To investigate the role of ATF-2 in modulating the expression of TJ proteins, we transfected cells with the plasmid designed for ATF-2 overexpression. The results showed that the expression level of ATF-2 and p-ATF-2 was significantly up-regulated (<xref ref-type="fig" rid="fig4">Figures 4D</xref>&#x2013;<xref ref-type="fig" rid="fig4">G</xref>, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Similarly, the expression level of TJ proteins was up-regulated after overexpressed with ATF-2 in cells (<xref ref-type="fig" rid="fig4">Figures 4H</xref>&#x2013;<xref ref-type="fig" rid="fig4">L</xref>, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Modulation of ATF-2 phosphorylation and TJ proteins levels by a MAPK inhibitor and ATF-2 overexpression. <bold>(A&#x2013;C)</bold> Effects of SCH772984 and &#x03B1;-GML on the protein expression of phosphorylated and non-phosphorylated ATF-2 by western blot and quantification. <bold>(D&#x2013;G)</bold> Effect of OE-ATF-2 on expression of p-ATF-2 and ATF-2 by western blot and qRT-PCR. <bold>(H&#x2013;L)</bold> Effect of OE-ATF-2 on expression of TJ proteins by western blot and qRT-PCR. <bold>(M)</bold> The motif of ATF-2 transcription factor binding to DNA. <bold>(N)</bold> The ATF-2 binding site on the ZO-1 and OCLN promoter sequence. <bold>(O)</bold> The mutant promoter activity of ZO-1 analyzed by Dual-Luciferase reporter assays. Values are shown as means &#x00B1; SEs, <italic>n</italic> = 3. ns, <italic>p</italic> &#x003E; 0.05, &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001 vs. the Control group.</p>
</caption>
<graphic xlink:href="fnut-12-1598991-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">A series of panels from a scientific study showing Western blot analyses, bar graphs, DNA sequence motifs, and promoter diagrams. Panels A and D display Western blots for proteins including ATF-2 and GAPDH. Panels B, C, E, F, G, I, J, K, L, and O show bar graphs comparing protein and mRNA expression levels under various conditions, with significant differences noted. Panel H shows another Western blot for ZO-1, OCLN, and GAPDH. Panel M features a DNA sequence motif graphic. Panel N illustrates wild-type and mutant promoter diagrams for ZO-1 and OCLN. Statistically significant changes are indicated with asterisks (&#x002A;, &#x002A;&#x002A;, &#x002A;&#x002A;&#x002A;).</alt-text>
</graphic>
</fig>
<p>Given that ATF-2 is a transcription factor, we postulated that ATF-2 may activate TJ transcription by directly binding to the promoter, thereby enhancing protein expression. We predicted the presence of ATF-2 binding sites upstream of the ZO-1 and OCLN transcription start sites (TSS) utilizing the JASPAR database available at <ext-link xlink:href="https://jaspar.elixir.no/" ext-link-type="uri">https://jaspar.elixir.no/</ext-link> (<xref ref-type="fig" rid="fig4">Figure 4M</xref>). Our findings identified a consensus ATF-2 binding site within the ZO-1 TSS, located between &#x2212;565&#x202F;bp and &#x2212;577&#x202F;bp (CATGACCTCATCA) with a relative profile score threshold 98.54%. What&#x2019;s more, the OCLN promoter sequence harbors two distinct ATF-2 binding sites, located at &#x2212;4,078&#x202F;bp to &#x2212;4,087&#x202F;bp and &#x2212;4,732&#x202F;bp to &#x2212;4,741&#x202F;bp (CTGAGGTCAG), respectively, with a relative profile score threshold of 89.72%. To further validate the role of the ATF-2 binding sequence in ZO-1 promoter activity, a site-directed mutagenesis was performed to mutate the ATF-2 binding site (CATGACCTCATCA to CGTCAAGACGAC) within the ZO-1 promoter region. The resulting plasmid, along with the ATF-2 overexpression plasmid, was co-transfected into the cells using a dual luciferase reporter assay system. We found that the ATF-2 overexpression plasmid caused a significant increase in ZO-1 promoter activity (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). The mutation of the ATF-2 binding site inhibited the increase in ZO-1 promoter activity mediated by ATF-2 overexpression (<xref ref-type="fig" rid="fig4">Figures 4N</xref>,<xref ref-type="fig" rid="fig4">O</xref>, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05).</p>
<p>To delineate the mechanism of TJ expression mediated by ATF-2, we investigated the interplay between MAPK and ATF-2. Cells were then pretreated with SCH772984 and ATF-2 overexpression plasmid, western blot assay and qRT-PCR was used to detect TJ and ATF-2 expression. The findings indicated that SCH772984 markedly reduced the protein expression of p-ATF-2, ZO-1, and OCLN (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), whereas the expression level of ATF-2 remained unchanged in comparison to the control group (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). Concurrent treatment with SCH772984 and OE-ATF-2 demonstrated that OE-ATF-2 was able to functionally reverse the decrease in p-ATF-2 and TJ proteins expression induced by SCH772984 in IPEC-J2 cells (<xref ref-type="fig" rid="fig5">Figures 5A&#x2013;E</xref>, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), yet the expression level of ATF-2 still did not exhibit a significant change (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05). The mRNA expression trends for ATF-2 and TJ were consistent with the protein expression patterns (<xref ref-type="fig" rid="fig5">Figures 5F</xref>&#x2013;<xref ref-type="fig" rid="fig5">H</xref>, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01 or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). The results confirmed that <italic>&#x03B1;</italic>-GML treatment elevated the phosphorylation status of the transcription factor ATF-2 by activating MAPK, subsequently increasing the expression of TJ proteins.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>&#x03B1;-GML facilitated the expression of ZO-1 and OCLN through MAPK/ATF-2 signaling pathway. <bold>(A&#x2013;E)</bold> Co-treated with SCH772984 and ATF-2 overexpression plasmid to detect TJ and p-ATF-2 expression by western blot assay and quantification. <bold>(F&#x2013;H)</bold> The mRNA expression of TJ proteins among different groups by qRT-PCR. Values are shown as means&#x202F;&#x00B1;&#x202F;SEs, <italic>n</italic>&#x202F;=&#x202F;3. &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 vs. the DMSO group.</p>
</caption>
<graphic xlink:href="fnut-12-1598991-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Western blot and bar graphs showing the effects of OE-ATF-2 and SCH772984 on protein and mRNA expressions. Panel A displays protein bands for ZO-1, OCLN, ATF-2, p-ATF-2, and GAPDH under different conditions. Panels B to E and G to H present bar graphs quantifying the relative expression levels of ZO-1, OCLN, ATF-2, p-ATF-2 proteins, and ZO-1 and ATF-2 mRNA. Individual bars indicate different combinations of OE-ATF-2 and SCH772984 presence, highlighting statistically significant differences with asterisks.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec21">
<label>4</label>
<title>Discussion</title>
<p>GML represents a safe and efficacious substitute for antibiotic growth promoters, offering broad-spectrum antibacterial, antiviral, and immunomodulatory effects that can enhance livestock and poultry performance and health (<xref ref-type="bibr" rid="ref20">20</xref>). Previous studies have shown that incorporating GML into the diet can strengthen the functional and structural integrity of the intestinal barrier by optimizing the expression and arrangement of TJ proteins. Liu et al. the dietary of GML in broilers has been observed to augment their performance metrics, optimize intestinal morphology, and elevate muscle amino acid profiles, predominantly through the orchestration of the gut microbiota&#x2019;s community dynamics, functional capacity, and metabolic profiles (<xref ref-type="bibr" rid="ref21">21</xref>). Cui et al. showed that GML supplementation in a low-protein, antibiotic-free diet for weaning piglets increased the expression of TJ proteins in the jejunum, thereby enhancing intestinal barrier health, promoting growth, and potentially preventing infections from bacterial endotoxins and toxic macromolecules (<xref ref-type="bibr" rid="ref22">22</xref>). However, the exact mechanism by which GML enhances the intestinal barrier remains to be elucidated. Our prior studies have indicated that dietary <italic>&#x03B1;</italic>-GML increases the protein expression of OCLN and ZO-1 in the jejunum, promoting the development of the intestinal barrier, and enhancing the immunity of partridge chicks (<xref ref-type="bibr" rid="ref23">23</xref>). In the current study, we investigated the mechanism by which &#x03B1;-GML promotes the expression of TJ proteins, revealing that &#x03B1;-GML treatment activates the transcription factor ATF-2 via the PKC/MAPK signaling pathway, thereby upregulating the expression of TJ proteins.</p>
<p>MAPKs, including ERK1/2, c-Jun N-terminal kinases (JNK), p38 MAPK, and other ERK-related kinases, regulate a wide array of cellular processes such as transcriptional regulation, proliferation, differentiation, and apoptosis, mediating various biological outcomes (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). Yong et al. demonstrated that tea tree oil upregulated the expression of TJ proteins and reduced intestinal mucosal barrier permeability, improving barrier integrity through the MAPK1/2 signaling pathway (<xref ref-type="bibr" rid="ref26">26</xref>). He et al. showed that Huanglian Ganjiang ameliorates colitis symptoms in mice, which may be associated with the restoration of TJs and intestinal barrier integrity and function, potentially through the suppression of the APOC1-JNK/P38 MAPK signaling pathway (<xref ref-type="bibr" rid="ref27">27</xref>). These studies suggest that MAPK-related signaling pathways are involved in the regulation of TJ proteins expression. Additionally, MAPK pathways modulate protein expression by phosphorylating ATF-2, a basic/leucine zipper (bZIP) motif-containing member of the leucine zipper family of DNA-binding proteins, with research primarily centered on its roles in cancer and inflammation (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref29">29</xref>). There are also studies suggesting that ATF-2 might be involved in the regulation of TJs. Al-Sadi et al. demonstrated that the IL-1&#x03B2;-mediated enhancement of intestinal tight junction permeability, both <italic>in vitro</italic> and <italic>in vivo</italic>, was governed by the activation of p38 kinase, which in turn activated ATF-2, and by ATF-2&#x2019;s regulatory influence on MLCK gene activity (<xref ref-type="bibr" rid="ref19">19</xref>). Miao et al. discovered that the disturbance in the expression and distribution of TJ proteins induced by deoxynivalenol might be mediated by the activation of the p38/ATF-2/MLCK signaling pathways (<xref ref-type="bibr" rid="ref30">30</xref>). However, no studies to date have established a direct link between ATF-2 and the expression of intestinal epithelial TJ proteins.</p>
<p>DIA analysis revealed that the optimal targets of <italic>&#x03B1;</italic>-GML in modulating TJ proteins expression might involve the PKC/MAPK signaling pathway, leading to the phosphorylation of ATF-2. We treated cells with the inhibitors of PKC and MAPK separately and found that the two inhibitors reduced the expression levels of TJs, indicating that PKC/MAPK is involved in the regulation of TJs by &#x03B1;-GML. Subsequent co-treatment with the MAPK inhibitor SCH772984 and &#x03B1;-GML revealed that SCH772984 effectively counteracted the &#x03B1;-GML-induced upregulation of p-ATF-2 expression levels. Since ATF-2 is a transcription factor, we postulated that it activates TJ transcription by directly binding to the promoters, thereby promoting protein expression. We identified potential ATF-2 binding motifs on the ZO-1 and OCLN promoters using the JASPAR database. Furthermore, through the dual-luciferase reporter system, we confirmed that ATF-2 significantly enhanced the promoter activity of ZO-1. Pretreatment with SCH772984 and ATF-2 overexpression plasmid demonstrated that SCH772984 reduced the protein expression levels of phosphorylated ATF-2, ZO-1, and OCLN, while OE-ATF-2 could rescue the decrease in expression induced by SCH772984, indicating that <italic>&#x03B1;</italic>-GML treatment activated the transcription factor ATF-2 through the MAPK signaling pathway, leading to the upregulation of TJ proteins expression.</p>
<p>In summary, our study demonstrates that &#x03B1;-GML enhances intestinal epithelial barrier function by upregulating TJ proteins through the PKC/MAPK/ATF-2 pathway. While previous studies have established <italic>&#x03B1;</italic>-GML&#x2019;s ability to improve intestinal barrier function (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>), the underlying molecular mechanisms remained unclear. Our work provides three key advances: (1) identification of the specific PKC/MAPK/ATF-2 signaling cascade activated by &#x03B1;-GML, (2) demonstration that ATF-2 phosphorylation directly activates ZO-1 and OCLN transcription through promoter binding - a novel finding extending beyond ATF-2&#x2019;s known roles in inflammation (<xref ref-type="bibr" rid="ref19">19</xref>), and (3) mechanistic distinction from previous reports of general MAPK/PKC involvement in TJ modulation (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). These findings not only elucidate &#x03B1;-GML&#x2019;s mode of action but also support its potential application in livestock feed for intestinal health. While our functional studies clearly establish this signaling pathway, future structural work could further characterize direct binding interactions, as suggested by recent reports of monoglyceride-PKC (<xref ref-type="bibr" rid="ref31">31</xref>) and laurate-MAPK (<xref ref-type="bibr" rid="ref32">32</xref>) interactions.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec22">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec23">
<title>Author contributions</title>
<p>SD: Methodology, Supervision, Validation, Data curation, Formal analysis, Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation. CL: Methodology, Writing &#x2013; review &#x0026; editing, Software, Formal analysis. DL: Software, Project administration, Resources, Writing &#x2013; review &#x0026; editing, Formal analysis, Funding acquisition. HW: Conceptualization, Methodology, Supervision, Funding acquisition, Resources, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>We appreciate the funding support from the National Key Laboratory of Pig and Poultry Seed Industry Open Topic and the Guangzhou Science and Technology Plan Project.</p>
</ack>
<sec sec-type="COI-statement" id="sec25">
<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="sec98" sec-type="correction-note">
<title>Correction note</title>
<p>A correction has been made to this article. Details can be found at: <ext-link xlink:href="https://doi.org/10.3389/fnut.2025.1732647" ext-link-type="uri">10.3389/fnut.2025.1732647</ext-link>.</p>
</sec>
<sec sec-type="ai-statement" id="sec26">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec27">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec28">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnut.2025.1598991/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnut.2025.1598991/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Table_1.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn-group><fn id="fn0002" fn-type="custom" custom-type="edited-by"><p>Edited by: Siddabasave Gowda B. Gowda, Hokkaido University, Japan</p></fn>
<fn id="fn0003" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: Jong-Sang Kim, Kyungpook National University, Republic of Korea</p>
<p>Uma Manjappara, Central Food Technological Research Institute (CSIR), India</p></fn></fn-group>
<fn-group>
<fn id="fn0001"><p><sup>1</sup><ext-link xlink:href="https://www.omicsmart.com/" ext-link-type="uri">https://www.omicsmart.com/</ext-link></p></fn>
</fn-group></back>
</article>