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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Antibiot.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Antibiotics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Antibiot.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2813-2467</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/frabi.2026.1768331</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Mini Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Beyond antibiotics: the expanding horizon of microbial natural products</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Panigrahy</surname><given-names>Suchitra Ku</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
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</contrib>
<contrib contrib-type="author">
<name><surname>Panda</surname><given-names>Amrita kumari</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/192542/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Kerketa</surname><given-names>Aseem</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Mishra</surname><given-names>Rojita</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/831994/overview"/>
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<aff id="aff1"><label>1</label><institution>Department of Biotechnology, Faculty of Science, Kalinga University</institution>, <city>Raipur</city>, <state>CG</state>,&#xa0;<country country="in">India</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Biotechnology, Sant Sant Gahira Guru Vishwavidyalaya</institution>, <city>Ambikapur</city>, <state>CG</state>,&#xa0;<country country="in">India</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Botany, Polasara Science College</institution>, <city>Polsara,</city>, <state>Odisha</state>,&#xa0;<country country="in">India</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Rojita Mishra, <email xlink:href="mailto:rojitamishra@gmail.com">rojitamishra@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-26">
<day>26</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>5</volume>
<elocation-id>1768331</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>24</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Panigrahy, Panda, Kerketa and Mishra.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Panigrahy, Panda, Kerketa and Mishra</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-26">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>
<p>The continuous use of antibiotics has led to the development of antibiotic resistance among bacterial pathogens, posing a significant threat to both human and animal health. This necessitates exploring alternative solutions to combat this growing resistance. Natural products offer a viable alternative for microbial modulation, exhibiting diverse antibacterial processes and the capacity to modify microbial communities and biofilms. These compounds show potential as supplementary agents against resistant infections. Natural products derived from microbes are utilized as biofertilizers and biopesticides, enhancing crop yield and controlling plant pathogens, thereby offering an eco-friendly alternative to chemical fertilizers. Antimicrobial peptides (AMPs) are crucial for combating fish-associated pathogens, reducing mortality rates in the aquaculture industry. Various bacteriocins, are used as food preservatives to inhibit spoilage and pathogenic microorganisms proving their potential in the food industry. In this review, the potential role of natural products from microbes in the food, agriculture, and aquaculture industry sectors has been elucidated. The challenges and prospects were also discussed to provide a foundation for identifying new research opportunities.</p>
</abstract>
<kwd-group>
<kwd>antibiotics</kwd>
<kwd>antibiotics resistance</kwd>
<kwd>antimicrobial peptides</kwd>
<kwd>bacteriocins</kwd>
<kwd>microbial modulation</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="122"/>
<page-count count="14"/>
<word-count count="5233"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antibiotic Development</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The extensive use of antibiotics for decades has led to a significant issue of antibiotic resistance among bacterial pathogens, posing a serious threat to both human and animal health (<xref ref-type="bibr" rid="B94">Seal et&#xa0;al., 2018</xref>). This necessitates the exploration of alternative solutions to combat this growing resistance (<xref ref-type="bibr" rid="B94">Seal et&#xa0;al., 2018</xref>). Natural products offer a promising avenue for microbial modulation, providing a variety of antibacterial processes and the ability to alter microbial communities and biofilms (<xref ref-type="bibr" rid="B83">Rani et&#xa0;al., 2021</xref>). These natural compounds hold potential as supplementary agents against resistant infections (<xref ref-type="bibr" rid="B83">Rani et&#xa0;al., 2021</xref>). Actinomycetes (e.g., <italic>Streptomyces</italic> spp.), fungi (endophytic, filamentous, marine-derived, and mushrooms), and microalgae along with archaea and bacteria are among the major sources of natural antimicrobial compounds (<xref ref-type="bibr" rid="B94">Seal et&#xa0;al., 2018</xref>).</p>
<p>The paper highlights several applications of these natural products, including their antimicrobial, antifungal, antibiofilm, and immunomodulatory activities, as well as their utility in agriculture, aquaculture, and the food sector. This paper gathers the current understanding of natural products for microbial modulation, focusing on their antimicrobial activity and broader implications across various sectors, underscoring their potential as a viable solution to antibiotic resistance.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Sources of natural products and their mechanisms of microbial modulation</title>
<sec id="s2_1">
<label>2.1</label>
<title>Antimicrobial action</title>
<p>The majority of microbial metabolites act at specific target locations and have distinct antibacterial capabilities (<xref ref-type="bibr" rid="B83">Rani et&#xa0;al., 2021</xref>).</p>
<p>There is a diverse range of novel antimicrobial compounds such as liamocin oil (from the fungus <italic>Aureobasidium pullulans</italic>) that has antibacterial activity against <italic>Streptococcus</italic> (<xref ref-type="bibr" rid="B81">Price et&#xa0;al., 2017</xref>). An antibacterial polypeptide, laparaxin, secreted by <italic>Lactobacillus paracasei</italic> NRRL B-50314 has antibacterial activity against many gram-positive bacteria (<xref ref-type="bibr" rid="B59">Liu et&#xa0;al., 2012</xref>).</p>
<p>Food-grade lactic acid bacteria (LAB) are the source of bacteriocins, which are safe and effective against a variety of bacteria along with sporostatic/sporicidal activity against bacterial spores (<xref ref-type="bibr" rid="B28">Egan et&#xa0;al., 2016</xref>). Meconium, the earliest stool of a mammalian newborn, is reported to have bacterial species <italic>Enterococci</italic>, <italic>Bifidobacteria</italic>, and <italic>Lactobacilli</italic> and protects mucus of infants from pathogenic species by producing antimicrobial substances (<xref ref-type="bibr" rid="B2">Al Atya et&#xa0;al., 2015</xref>).</p>
<p>Microcin, a 21-amino acid polypeptide produced by <italic>Escherichia coli</italic>, has bacteriostatic activity against <italic>Salmonella</italic> Newport ATCC 6962 and members of the Enterobacteriaceae (<xref ref-type="bibr" rid="B34">Gomaa et&#xa0;al., 2017</xref>). The bacteria <italic>Lactococcus lactis</italic> and a strain of <italic>Streptococcus uberis</italic> produce a polycyclic antibacterial peptide, which possesses broad-spectrum antibacterial action against a variety of food-spoilage pathogens (<xref ref-type="bibr" rid="B37">Hammami et&#xa0;al., 2015</xref>).</p>
<p>Compared to terrestrial bacteria, marine bacteria have numerous unique secondary metabolites as it lives in a more complicated and biologically competitive environment with distinct pressure, temperature, salinity, oxygen, light, and pH conditions (<xref ref-type="bibr" rid="B83">Rani et&#xa0;al., 2021</xref>).</p>
<p>A marine bacterium called <italic>Marinomonas mediterranea</italic> was discovered in the Mediterranean Sea near the coast of Murcia and exhibited antagonistic action against <italic>Pseudomonas</italic> sp. <italic>and S. aureus</italic> resistant to ceftazidime and methicillin, respectively (<xref ref-type="bibr" rid="B61">Lucas-Elio et&#xa0;al., 2005</xref>). Isatin from the marine bacterium <italic>Pseudoalteromonas rubra</italic> TKJD 22 linked with a marine tunicate, showed antibacterial efficacy against MDR pathogens including MDR <italic>E</italic>. <italic>coli</italic>, <italic>B</italic>. <italic>cereus</italic>, <italic>Micrococcus luteus</italic>, and <italic>B</italic>. <italic>megaterium</italic> (<xref ref-type="bibr" rid="B12">Ayuningrum et&#xa0;al., 2019</xref>). A macrolactone named Streptoseomycin from the <italic>Streptomyces seoulensis</italic> A01 demonstrated specific activity against microaerophilic bacteria <italic>Helicobacter pylori</italic> (<xref ref-type="bibr" rid="B120">Zhang et&#xa0;al., 2018</xref>). Cyclic peptides such as mathiapeptide A, alkaloids, and sesquiterpenes derivatives named caboxamyxin and mafuraquinocins A and D isolated from bacteria, have antimicrobial properties against clinically resistant bacteria, <italic>Staphylococcus aureus</italic>, methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA), <italic>Micrococcus luteus</italic>, <italic>Bacillus subtilis</italic>, and <italic>Enterococcus faecalis</italic> (<italic>Ent</italic>. <italic>faecalis</italic>) (<xref ref-type="bibr" rid="B107">Tortorella et&#xa0;al., 2018</xref>).</p>
<p>The structure of natural antimicrobial compounds from different microorganisms and their target and mechanism of action are listed in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Microbial natural products as antimicrobial agents.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Product</th>
<th valign="top" align="left">Producer</th>
<th valign="top" align="left">Active against</th>
<th valign="top" align="left">Activity</th>
<th valign="top" align="left">Structure</th>
<th valign="top" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Vinaceuline</td>
<td valign="top" align="left"><italic>Streptomyces</italic> sp.<break/>YIM64018</td>
<td valign="top" align="left"><italic>Penicillium citrinum</italic>, <italic>Gibberella</italic><break/><italic>zeae</italic>, and <italic>Colletotrichum musae</italic></td>
<td valign="top" align="left">Antibacterial activity</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B81">Price et&#xa0;al. (2017)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Antimycin A18</td>
<td valign="top" align="left">Streptomyces</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i001.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing the molecular structure of erythromycin, an antibiotic. The structure displays rings, labeled atoms, methyl, ethyl, hydroxyl, and acetyl groups, and stereochemistry with dashed and solid wedges.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B2">Al Atya et&#xa0;al. (2015)</xref></td>
</tr>
<tr>
<td valign="top" align="left">HalH1</td>
<td valign="top" align="left">Haloferax mediterranei<break/>Xia3</td>
<td valign="top" align="left">Halobacteriales family members</td>
<td valign="top" align="left">Change in membrane<break/>permeability</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B17">Besse et&#xa0;al. (2015)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Lactones</td>
<td valign="top" align="left"><italic>Phomopsis</italic> sp. YM<break/>311483</td>
<td valign="top" align="left"><italic>A. niger, Botrytis cinere</italic>, and<break/><italic>Fusarium</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i002.tif"><alt-text content-type="machine-generated">Chemical structure diagram displaying a fused ring system with three oxygen atoms highlighted in red, two methyl groups attached, and alternating double bonds representing aromaticity. Structure consistent with a coumarin derivative.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B112">Wu et&#xa0;al. (2008)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Jesterone</td>
<td valign="top" align="left"><italic>Pestalotiopsis jesteri</italic></td>
<td valign="top" align="left"><italic>Pythium ultimum, Phytophthora</italic><break/><italic>citrophthora, Rhizoctonia solani</italic>,<break/>and <italic>Sclerotinia sclerotiorum</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i003.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing a six-membered ring with two double bonds, one ketone group, two hydroxyl groups, and a side chain. Atoms and bonds are depicted with wedge-dash notation for stereochemistry.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B106">Toghueo et&#xa0;al. (2020)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Penicisteroid A</td>
<td valign="top" align="left"><italic>Penicillium</italic><break/><italic>chrysogenum</italic><break/>QEN-24S</td>
<td valign="top" align="left"><italic>A. niger</italic> and <italic>Alternaria</italic><break/><italic>brassicae</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i004.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing a complex steroid molecule with multiple fused rings, several hydroxyl (OH) groups, carbonyl (C=O) groups, and side chains. Atoms are labeled with hydrogens and oxygens in red, highlighting functional groups.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B31">Gao et&#xa0;al. (2010)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Arisugacin K</td>
<td valign="top" align="left"><italic>P. echinulatum</italic></td>
<td valign="top" align="left"><italic>E. coli</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i005.tif"><alt-text content-type="machine-generated">Chemical structure diagram illustrating the molecular configuration of tamoxifen, featuring three benzene rings, multiple carbonyl groups, and distinct double bonds within a fused ring system. Chemical bonds and functional groups are clearly labeled.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B111">Wang et&#xa0;al. (2021)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Chermesins</td>
<td valign="top" align="left"><italic>P. chermesinum</italic></td>
<td valign="top" align="left"><italic>C. albicans</italic>, <italic>E. coli</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i006.tif"><alt-text content-type="machine-generated">Chemical structure diagram of a large organic molecule featuring multiple fused rings, carbon, oxygen atoms, and several double-bonded oxygen groups highlighted in red, depicted in a skeletal formula style.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B58">Liu et&#xa0;al. (2016)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Methanolic extract</td>
<td valign="top" align="left"><italic>Scenedesmus quadricauda</italic></td>
<td valign="top" align="left"><italic>S. aureus</italic> and <italic>P. aeruginosa</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B9">Arguelles (2018)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Eicosapentaenoic acid</td>
<td valign="top" align="left"><italic>Phaeodactylum tricornutum</italic></td>
<td valign="top" align="left"><italic>Listonella anguillarum</italic>, <italic>Lactococcus</italic><break/><italic>garvieae</italic>, <italic>Vibrio</italic> spp. and MRSA</td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B25">Debosis et&#xa0;al. (2019)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Hydrophilic extracts</td>
<td valign="top" align="left"><italic>C. vulgaris</italic></td>
<td valign="top" align="left"><italic>Steinernema feltiae</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B122">Zielinski et&#xa0;al. (2020)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Unsaturated, saturated<break/>long-chain fatty acids</td>
<td valign="top" align="left"><italic>S. costatum</italic></td>
<td valign="top" align="left"><italic>Vibrio</italic> spp., <italic>Pseudomonas</italic> sp., and<break/><italic>Listeria monocytogenes</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B3">Alsenani et&#xa0;al. (2020)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Methanolic extracts</td>
<td valign="top" align="left"><italic>Chlamydomonas reinhardtii</italic></td>
<td valign="top" align="left"><italic>A. niger, A. fumigatus, C. albicans</italic>,<break/><italic>S. aureus</italic>, and <italic>E. coli</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B36">Ghaidaa et&#xa0;al. (2020)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Marthiapeptide A</td>
<td valign="top" align="left"><italic>Marinactinospora</italic><break/><italic>thermotolerans</italic></td>
<td valign="top" align="left"><italic>S. aureus, M. luteus, B.</italic><break/><italic>subtilis, B. thuringiensis</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i007.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing a complex molecule with multiple nitrogen, sulfur, and oxygen atoms, including aromatic rings and a fused ring system, commonly used to illustrate a macrocyclic compound.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B107">Tortorella et&#xa0;al. (2018)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Desotamide B</td>
<td valign="top" align="left"><italic>Streptomyces scopuliridis</italic></td>
<td valign="top" align="left"><italic>S. aureus, S. aureus</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i008.tif"><alt-text content-type="machine-generated">Chemical structure diagram depicting a cyclic peptide with multiple amide bonds, carbonyl groups, and variable side chains indicated by the placeholder &#x201c;R,&#x201d; arranged in a ring with single and double bonds shown.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B107">Tortorella et&#xa0;al. (2018)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Marfomycins A, B, E</td>
<td valign="top" align="left"><italic>Streptomyces</italic><break/><italic>drozdowiczii</italic></td>
<td valign="top" align="left"><italic>M. luteus</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i009.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing a complex organic molecule with multiple rings, side chains, amide bonds, and variable groups labeled as R sub one and R sub two. Structure is likely a peptide or small protein.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B107">Tortorella et&#xa0;al. (2018)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Caboxamycin</td>
<td valign="top" align="left"><italic>Streptomyces</italic> sp.</td>
<td valign="top" align="left"><italic>S. epidermis, S. lentus</italic>, and <italic>B.</italic><break/><italic>subtilis</italic></td>
<td valign="top" align="left">Antimicrobial</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i010.tif"><alt-text content-type="machine-generated">Chemical structure diagram displaying a molecule with a fused benzene and five-membered ring containing a nitrogen and an oxygen, a carboxylic acid group, and a substituted benzene ring with a hydroxyl group.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B107">Tortorella et&#xa0;al. (2018)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Marfuraquinocin A, D</td>
<td valign="top" align="left"><italic>Streptomyces niveus</italic></td>
<td valign="top" align="left">Methicillin-resistant<break/><italic>S. aureus</italic></td>
<td valign="top" align="left"/>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i011.tif"><alt-text content-type="machine-generated">Chemical structure diagram of tetrahydrocannabinol, commonly known as THC, showing fused rings, hydroxyl groups, and a pentyl side chain with labeled stereochemistry and aromatic rings.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B107">Tortorella et&#xa0;al. (2018)</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Antifungal action</title>
<p>Over the past few years, fungal infections have dramatically grown, posing an increasing risk; however, only a few antifungal medications such as polyenes, azoles, and cancidas are available to treat fatal fungal infections. It is necessary to create naturally occurring antifungal medicines with a unique mode of action.</p>
<p>Members of the genus <italic>Bacillus</italic> produce a vast array of biologically active molecules. Some potential antifungal compounds isolated from these bacteria are mycobacillins, iturins, plistatins, bacillomycins, surfactins, mycosubtilins, fungistatins, zwittermicin, and macrolactins (<xref ref-type="bibr" rid="B91">Sansinenea, 2020</xref>).</p>
<p>The secondary metabolites of <italic>Bacillus</italic> sp. producing antimicrobial lipopeptides and other compounds function as antifungals against many phytopathogens infecting agricultural crops (<xref ref-type="bibr" rid="B88">Salazar et&#xa0;al., 2020</xref>).</p>
<p>Ballad Plus and Sonata, two commercial products from Bayer CropScience based on <italic>B</italic>. <italic>pumilus</italic> (strain QST 2808), generate an antifungal amino sugar molecule that interferes with cell metabolism and breaks down cell walls, killing plant infections (<xref ref-type="bibr" rid="B96">Serrano et&#xa0;al., 2013</xref>).</p>
<p>Ieodoglucomide and ieodoglycolipid separated from the ethyl acetate extract of a marine-derived <italic>Bacillus licheniformis</italic> have an antifungal activity against the human pathogen <italic>Candida albicans</italic> as well as the plant pathogens <italic>Colletotrichum acutatum</italic> and <italic>Botrytis cinerea</italic> (<xref ref-type="bibr" rid="B83">Rani et&#xa0;al., 2021</xref>). Similarly, janthinopolyenemycin A and B polyketides isolated from the proteobacterium <italic>Janthinobacterium</italic> sp. prevented the growth of <italic>C</italic>. <italic>albicans</italic> (<xref ref-type="bibr" rid="B6">Anjum et&#xa0;al., 2018</xref>).</p>
<p>The peptide nucleosides isolated from <italic>Streptomyces cacaoi</italic> inhibited the enzyme chitin synthase leading to the prevention of biosynthesis of chitin in insects (<xref ref-type="bibr" rid="B7">Arakawa, 2003</xref>).</p>
<p>The peptide HP (2&#x2013;20), derived from the N-terminal sequence of <italic>Helicobacter pylori</italic> ribosomal protein L1 (RPL1), has an nematicidal activity against the eggs and worms of <italic>Caenorhabditis elegans</italic>&#x2014;disrupting the egg shell and the cell membrane structurally (<xref ref-type="bibr" rid="B43">Jang et&#xa0;al., 2004</xref>). <italic>Streptomyces</italic> species, the aerobic gram-positive branching bacilli yields some antifungal compounds including nystatin, phthoxazolin A, faeriefungin, butyrolactols A and B, sultriecin, polyoxin, and dunaimycins (<xref ref-type="bibr" rid="B4">Amaning Danquah et&#xa0;al., 2022</xref>).</p>
<p>Antifungal agents are also classified by their mode of action. The fungal cell wall is composed of glucan, chitin, and mannoproteins along with sphingolipids, in relatively small proportions. Antifungal agents acting on these major targets for the development of novel antifungals are inherently selective.</p>
<p>The inhibition of sphingolipid synthesis also results in the inhibition of growth and cell death.</p>
<p>Three key enzymes serine palmitoyltransferase, ceramide synthase, and inositol phosphoceramide (IPC) synthase are involved in the sphingolipid synthesis pathway and have been&#xa0;targeted for the development of novel antifungals. Sphingofungins, lipoxamycin, and viridiofungins inhibit serine palmitoyltransferase. Fumonisin B1 and australifungin inhibit ceramide synthase, and aureobasidins khafrefungin and rustmicin inhibit IPC synthase. A novel compound, minimoidin indirectly inhibits sphingolipid synthesis by blocking the fatty acid elongation pathway.</p>
<p>Fungal soluble factors EF3, required only by fungal ribosomes, and EF2, essential for protein synthesis, are also used as targets for antifungal drug discovery (<xref ref-type="bibr" rid="B65">Mandala et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B108">Vicente et&#xa0;al., 2003</xref>).</p>
<p>The structure of antifungal compounds and their source, target organism, and mechanism of action are listed in <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Microbial natural products as antifungal agents.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="2" align="left">Compound</th>
<th valign="top" align="left">Producing species</th>
<th valign="top" align="left">Mechanism of action</th>
<th valign="top" align="left">Structure</th>
<th valign="top" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Lipopeptides</td>
<td valign="top" align="left">Echinocandin B<break/>Pneumocandins</td>
<td valign="top" align="left"><italic>Aspergillus nidulans</italic><break/><italic>Glarea lozoyensis</italic></td>
<td valign="top" align="left">Inhibitors of glucan synthesis</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B70">Nyfeler and Keller-Schierlein (1974)</xref></td>
</tr>
<tr>
<td valign="top" align="left">Acidic terpenoids</td>
<td valign="top" align="left">Efumafungin<break/>Ascoteroside</td>
<td valign="top" align="left"><italic>Hormonema</italic> sp.<break/><italic>Ascotricha amphitricha</italic></td>
<td valign="top" align="left">Inhibitors of glucan synthesis</td>
<td valign="top" align="left"/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B78">Pel&#xe1;ez et&#xa0;al. (2000)</xref></td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Sphingofungins</td>
<td valign="top" align="left"><italic>Aspergillus fumigatus</italic></td>
<td valign="top" align="left">Serine palmitoyltransferase inhibitors</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i012.tif"><alt-text content-type="machine-generated">Chemical structure diagram of Sphingofungin C showing a long aliphatic chain with multiple hydroxyl groups, one amine group, a carboxylic acid group, and an acetoxy substituent labeled OAc, with the compound name underneath.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B78">Pel&#xe1;ez et&#xa0;al. (2000)</xref></td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Lipoxamycin</td>
<td valign="top" align="left"><italic>Streptomyces</italic> sp.</td>
<td valign="top" align="left">Serine palmitoyltransferase inhibitors</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i013.tif"><alt-text content-type="machine-generated">Structural formula diagram showing the chemical structure of myristoylglycylisoleucine, featuring a long hydrocarbon chain with branching, amide and carbamate linkages, terminal alcohol, and amine functional groups.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B108">Vicente et&#xa0;al. (2003)</xref></td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Viridiofungins</td>
<td valign="top" align="left"><italic>Trichoderma viride</italic></td>
<td valign="top" align="left">Serine palmitoyltransferase inhibitors</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i014.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing a molecule with carboxylic acid groups, a hydroxyl group, double and single carbon bonds, and a long hydrocarbon chain ending in a ketone functional group.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B108">Vicente et&#xa0;al. (2003)</xref></td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">fumonisins</td>
<td valign="top" align="left"><italic>Fusarioum moniliforme</italic></td>
<td valign="top" align="left">Ceramide synthase inhibitors</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i015.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing an amino acid side chain with multiple methyl, hydroxyl, and carboxyl groups; two sulfate groups are attached to different carbon atoms, indicating a sulfated molecule, possibly a modified lysine derivative.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B110">Wang et&#xa0;al. (1991)</xref></td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Australifungin</td>
<td valign="top" align="left"><italic>Sporormiella australis</italic></td>
<td valign="top" align="left">Ceramide synthase inhibitors</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i016.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing the molecular formula of tetrahydrocannabinol (THC), featuring a hexagonal ring with various hydroxyl, methyl, and alkyl side chains, and a fused aromatic ring.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B65">Mandala and Harris (2000)</xref></td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Aureobasidins</td>
<td valign="top" align="left"><italic>Aureobasidium pullulans</italic></td>
<td valign="top" align="left">IPC synthase inhibitors</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i017.tif"><alt-text content-type="machine-generated">Chemical structure diagram of cyclosporine A, a cyclic peptide composed of multiple amino acid residues connected by amide bonds, featuring several methyl, ethyl, and isopropyl side chains alongside phenyl groups and a cyclopentane ring.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B65">Mandala and Harris (2000)</xref></td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Minimoidin</td>
<td valign="top" align="left"><italic>Sporomiella minimoides</italic></td>
<td valign="top" align="left">Fatty acid elongation inhibitors</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i018.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing a large ring with several nitrogen and oxygen atoms, fused rings, and a long hydrocarbon tail containing two double bonds and a terminal methyl group. Organic compound.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B108">Vicente et&#xa0;al. (2003)</xref></td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Sordarin</td>
<td valign="top" align="left"><italic>Sordaria araneosa</italic></td>
<td valign="top" align="left">Protein synthesis inhibitors</td>
<td valign="top" align="left"><inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="frabi-05-1768331-i019.tif"><alt-text content-type="machine-generated">Chemical structure diagram showing a six-membered ring with two hydroxyl groups (OH), one methoxy group (OCH3), and one ether oxygen attached, suggesting a substituted cyclohexane or sugar derivative.</alt-text></inline-graphic></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B78">Pel&#xe1;ez et&#xa0;al. (2000)</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Antiviral activity</title>
<p>Virus infections, being a major reason for morbidity and mortality, represent significant threats to health care at the global level (<xref ref-type="bibr" rid="B8">Araujo et&#xa0;al., 2022</xref>).</p>
<p>Secondary metabolites from microorganisms are considered promising substances for the development of antiviral compounds. Some species of <italic>Pseudomonas</italic> and <italic>Burkhoderia</italic> produce anionic biosurfactants Rhamnolipid, which have shown activities against microorganisms, biofilms, tumors, and oxidation reactions (<xref ref-type="bibr" rid="B39">Herzog et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B103">Thakur et&#xa0;al., 2021</xref>). It also interacts with viral lipid membranes and alters viral membrane glycoproteins in Herpes simplex virus 1 and 2 (HSV-1 and HSV-2) and bovine coronaviruses (<xref ref-type="bibr" rid="B46">Jin et&#xa0;al., 2021</xref>). Surfactin from <italic>B. subtilis</italic> inhibits membrane fusion in enveloped viruses like HSV-1 and HSV-2 (<xref ref-type="bibr" rid="B117">Yuan et&#xa0;al., 2018</xref>). Rhamnolipids (M15RL) produced by the Antarctic bacterium, <italic>Pseudomanas gessardii</italic> M15 exhibited a high antiviral activity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) along with other members of the Coronaviridae and Herpesviridae families (<xref ref-type="bibr" rid="B33">Giugliano et&#xa0;al., 2021</xref>). Sophorolipids from <italic>Candida bombicola</italic> have virucidal properties against human immunodeficiency virus (HIV) (<xref ref-type="bibr" rid="B18">Borsanyiova et&#xa0;al., 2016</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Antibiofilm activity and quorum sensing inhibition</title>
<p>Microbial products either work alone or synergistically to prevent the production of biofilms by creating less selective pressure and by developing resistance (<xref ref-type="bibr" rid="B82">Raj and Thomas, 2021</xref>; <xref ref-type="bibr" rid="B75">Panigrahy and Kumar, 2019</xref>). Microbial anti-biofilms can resist harsh environmental conditions and maintain their efficacy and activity without being toxic to the host (<xref ref-type="bibr" rid="B10">Asadi et&#xa0;al., 2019</xref>). Antibiofilm-producing microbes suppress cell attachment by interfering with the forces (electrostatic attraction, sedimentation, Brownian movements, and Van der Waals force of attraction) and adhesion by preventing the production of alginate and exopolysaccharide (<xref ref-type="bibr" rid="B55">Lee et&#xa0;al., 2013</xref>). Additionally, they hinder the formation of extracellular matrix, inhibit cell survival and division, stop biofilm development, deprive substrates, and disrupt the quorum-sensing mechanism by downregulating molecules including autoinducer type 2 and acyl homoserine lactone (<xref ref-type="bibr" rid="B98">Silva et&#xa0;al., 2020</xref>). The antibiofilm compounds may include bioactive compounds, biosurfactants, antimicrobial peptides, or enzymes (<xref ref-type="bibr" rid="B83">Rani et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B41">Hussaini et&#xa0;al., 2024</xref>).</p>
<p>Carolacton, produced by the myxobacterium <italic>Sorangium cellulosum</italic>, exhibited an anti-biofilm activity against <italic>Streptomyces mutans</italic> by affecting numerous regulatory systems of the organism (<xref ref-type="bibr" rid="B52">Kunze et&#xa0;al., 2010</xref>). Macrotetrolides (monactin, dynactin, and trinactin), isolated from <italic>Saccharomyces cerevisiae</italic>, and polymers produced by <italic>Trichosporon montevideense</italic> showed anti-biofilm activities against <italic>C</italic>. <italic>albicans</italic> (<xref ref-type="bibr" rid="B102">Tebbets et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B20">Ceresa et&#xa0;al., 2016</xref>).</p>
<p>Bacterial biofilms formed by isolates <italic>S</italic>. <italic>aureus</italic>, <italic>B. subtilis</italic>, and <italic>Ent</italic>. <italic>faecalis</italic> were inhibited by compounds (Diterpene and indole alkaloids) produced by <italic>Neosatorya fischeri</italic> KUTC 6344 (<xref ref-type="bibr" rid="B27">Eamvijarn et&#xa0;al., 2013</xref>). The biofilm produced by methicillin-resistant <italic>S</italic>. <italic>aureus</italic> (MRSA) was inhibited by cytosporone E isolated from <italic>Leucostoma persoonii</italic> (<xref ref-type="bibr" rid="B16">Beau et&#xa0;al., 2012</xref>).</p>
<p>By interfering with the RhlR and LasR proteins that control the expression of virulence genes in <italic>Pseudomonas aeruginosa</italic>, patulin and penicillanic acid isolated from <italic>Penicillium coprobium</italic> and <italic>P</italic>. <italic>radicicola</italic>, respectively, exhibited quorum-sensing inhibitory activities (<xref ref-type="bibr" rid="B84">Rasmussen et&#xa0;al., 2005</xref>). A lantibiotic, gallidermin produced by <italic>Staphylococcus gallinarum</italic> inhibited biofilm formation by <italic>S</italic>. <italic>aureus</italic> and <italic>S</italic>. <italic>epidermidis</italic> (<xref ref-type="bibr" rid="B87">Saising et&#xa0;al., 2012</xref>).</p>
<p>Amino acids and their derivatives derived from microorganisms have also been reported to possess anti-biofilm activities. Biofilms produced by <italic>S</italic>. <italic>epidermidis</italic> and <italic>S</italic>. <italic>aureus</italic> were inhibited by the dipeptide isolated from a sponge associated with <italic>Penicillium</italic> sp. and lovastatin from <italic>Penicillium commune</italic>, respectively (<xref ref-type="bibr" rid="B93">Scopel et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B26">Diblasi et&#xa0;al., 2015</xref>). Amino acid antibiotic isolated from <italic>Paenibacillus</italic> sp<italic>ecies</italic> 139SI exhibited an anti-biofilm activity against both gram-positive and gram-negative bacterial isolates by inhibiting cell &#x2013; cell interaction and cell&#x2013;surface attachment (<xref ref-type="bibr" rid="B1">Alasil et&#xa0;al., 2014</xref>).</p>
<p>EPS-273, an extracellular polysaccharide obtained from the marine bacterium <italic>Pseudomonas stutzeri</italic> 273, prevents biofilm formation in <italic>P</italic>. <italic>aeruginosa</italic> by decreasing the production of pyocyanin (a virulence factor) (<xref ref-type="bibr" rid="B113">Wu et&#xa0;al., 2016</xref>). Another two polysaccharides produced by <italic>P. aeruginosa</italic> PAO1, namely Pel and Psl, reduced biofilm formed by <italic>S. epidermidis</italic> (<xref ref-type="bibr" rid="B80">Pihl et&#xa0;al., 2010</xref>). The sulfated polysaccharides produced by <italic>Chlamydomonas reinhardtii</italic> disrupted biofilm formed by <italic>Salmonella enterica</italic> and <italic>Vibrio harveyi</italic> by degrading the eDNA component of the EPS matrix (<xref ref-type="bibr" rid="B109">Vishwakarma and VL, 2020</xref>).</p>
<p>Biosurfactants, a heterogeneous group of surface-active amphiphilic compounds produced by diverse groups of microorganisms, possesses antifungal, antibacterial, and anti-biofilm properties (<xref ref-type="bibr" rid="B77">Paraszkiewicz et&#xa0;al., 2021</xref>).</p>
<p>Biosurfactants alter the ability of cells to adhere to surfaces by decreasing the hydrophobicity of the cell surface, rupturing the membrane, blocking the electron transport chain, and reducing the energy requirements of the cell (<xref ref-type="bibr" rid="B92">Satputea et&#xa0;al., 2016</xref>). They also prevent pathogenic organisms from forming biofilms and hence, serve as a good coating material for medical implants such as bone implants and urinal catheters without using synthetic drugs (<xref ref-type="bibr" rid="B82">Raj and Thomas, 2021</xref>). Biosurfactants from <italic>Lactobacillus gasseri</italic> inhibited biofilm formation in some strains of methicillin-resistant <italic>S. aureus</italic> (MRSA) (<xref ref-type="bibr" rid="B32">Giordani et&#xa0;al., 2019</xref>).</p>
<p>Lipopeptide biosurfactants produced by <italic>Acinetobacter junii</italic> B6 disrupted biofilm production by <italic>Proteus mirabilis</italic>, <italic>S</italic>. <italic>aureus</italic>, and <italic>P</italic>. <italic>aeruginosa</italic> (<xref ref-type="bibr" rid="B71">Ohadi et&#xa0;al., 2020</xref>). They also regulate quorum sensing and the motility of bacteria (<xref ref-type="bibr" rid="B97">Sharma et&#xa0;al., 2021</xref>). The ability of biosurfactants produced by <italic>Cobetia</italic> sp. blocked quorum sensing by interfering with the lipophilic signals involved in intercellular communication, ultimately leading to the repression of genes involved in biofilm formation (<xref ref-type="bibr" rid="B42">Ibacache-Quiroga et&#xa0;al., 2013</xref>).</p>
<p>The antibiofilm property of lipopeptide biosurfactant produced by <italic>B. tequilensis</italic> strain SDS21 eradicated &gt;99% of the biofilms formed by <italic>E</italic>. <italic>coli</italic>, <italic>P</italic>. <italic>aeruginosa</italic>, <italic>S</italic>. <italic>aureus</italic>, <italic>S</italic>. <italic>epidermidis</italic>, <italic>Salmonella typhi</italic>, and <italic>Salmonella typhimurium</italic> on different types of surfaces (<xref ref-type="bibr" rid="B99">Singh and Sharma, 2020</xref>). <italic>S. aureus</italic> biofilms were inhibited by mannosyl erythritol lipids isolated from <italic>Pseudozyma aphidis</italic> DSM through the disruption of bacterial adhesion to surfaces.</p>
<p>Pontifactin, a biosurfactant produced by a marine bacterium <italic>Pontibacter korlensis</italic>, exhibited an anti-biofilm activity by increasing or altering the permeability of bacterial membranes against isolates of <italic>S. aureus</italic>, <italic>Salmonella typhi</italic>, <italic>Vibrio cholerae</italic>, and <italic>B. subtilis</italic> (<xref ref-type="bibr" rid="B15">Balan et&#xa0;al., 2016</xref>).</p>
<p>Antimicrobial peptides (AMP) from microorganisms prevent the formation of biofilm or eradicate mature ones by electrostatic interaction with membrane phospholipids. AMPs are mostly cationic amphiphilic compounds but anionic and neutral peptides also exist (<xref ref-type="bibr" rid="B68">Mishra et&#xa0;al., 2020</xref>).</p>
<p>An AMP isolated from <italic>Bacillus</italic> species P34 eradicated biofilms formed by <italic>S. aureus</italic> and <italic>Ent. faecalis</italic> (<xref ref-type="bibr" rid="B22">Costa et&#xa0;al., 2018</xref>). A post-translational modified peptide, microcin-B17 from <italic>E. coli</italic> exhibited an anti-biofilm activity by inhibiting the division and survival of bacterial cells (<xref ref-type="bibr" rid="B11">Asma et&#xa0;al., 2022</xref>). Certain AMPs also inhibit biofilm formation by penetrating deep into the biofilm and interfering with the integrity of lipopolysaccharides of the bacterial cell leading to the disruption and killing of the bacteria (<xref ref-type="bibr" rid="B85">Roy et&#xa0;al., 2018</xref>).</p>
<p>Actinobacteria, the most dominant phylum in the bacterial domain, are a prolific source of numerous bioactive compounds used in the pharmaceutical, agricultural, biotechnology, and food industries. Not only the genus Streptomyces but also non-Streptomyces or rare Actinobacteria show anti-biofilm activities against a wide range of bacteria (<xref ref-type="bibr" rid="B13">Azman et&#xa0;al., 2019</xref>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Immunomodulatory interaction</title>
<p>Bacterial natural compounds exhibit anti-inflammatory, drug-like activity by modulating cytokines. Because of faster growth compared with other microorganisms, bacteria are recommended as sources of anti-inflammatory inhibitors for large-scale production (<xref ref-type="bibr" rid="B45">Jenab et&#xa0;al., 2020</xref>).</p>
<p>Antimicrobial peptides have shown immunostimulatory functions either by membrane-active or non-membrane active mechanisms (<xref ref-type="bibr" rid="B69">Naiel et&#xa0;al., 2023</xref>). In membrane-active mechanisms, pores are induced on the entire cell surface membrane following their electrostatic reaction, consequently performing the discharge of cellular constituents and sudden cell death (<xref ref-type="bibr" rid="B95">Sengupta et&#xa0;al., 2008</xref>). In non-membrane-active mechanisms, the steps required for protein/DNA/enzyme activity or cell division are inhibited. During immunostimulatory action, cytokine production is triggered, leading to the improvement of cell mediated and humoral immunity.</p>
<p>Surfactin, a bacterial cyclic lipopeptide produced by <italic>B. subtilis</italic>. prevents the formation of inflammatory agents like IL-1&#x3b2; and iNOS, along with a decrease in TNF-&#x3b1; and nitric oxide levels. It also has anti-inflammatory properties by reducing the activation of nuclear factor-&#x3ba;B (NF-&#x3ba;B) involved in cell-signaling pathways (<xref ref-type="bibr" rid="B119">Zhang et&#xa0;al., 2015</xref>).</p>
<p>Other cyclic lipopeptides like fengycin, and iturin lipopeptides produced by <italic>B. subtilis</italic> have shown anti-inflammatory properties, along with interactions with biofilms, anti-fungal, anti-tumor, anti-virus, and anti-platelet activities (<xref ref-type="bibr" rid="B121">Zhao et&#xa0;al., 2017</xref>). The interleukin-4 (IL-4) and interleukin-5 (IL-5) levels decreased to normal after administration of branched gluco galactan, 2-1-Kefiran produced by lactic acid bacteria in BALB/c mice stimulated with ovalbumen (<xref ref-type="bibr" rid="B53">Kwon et&#xa0;al., 2008</xref>). 2-2-Exopolysaccharide (EPS) from the probiotic spore-forming bacterium <italic>B. subtilis</italic> inhibited T-cell activation and controlled T-cell-mediated immune responses in various inflammatory diseases (<xref ref-type="bibr" rid="B40">Hsieh and Allen, 2020</xref>).</p>
<p>The secretion of pro-inflammatory cytokines (TNF-&#x3b1;, IL-1&#x3b2;, IL-8, IL-2, and IFN&#x3b3;) and anti-inflammatory cytokines (IL-4 and IL-10) by human peripheral blood mononuclear cells (PBMC) was increased by secondary metabolites isolated from <italic>Bacillus</italic> sp. from Neogene permafrost (<xref ref-type="bibr" rid="B105">Todorov, 2009</xref>). More detailed descriptions of various immunomodulatory compounds are listed in <xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>List of immunomodulatory agents from microbes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Bacterial bio-active compound</th>
<th valign="middle" align="left">Source</th>
<th valign="middle" align="left">Activity</th>
<th valign="middle" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Biosurfactant</td>
<td valign="middle" align="left"><italic>Bacillus licheniformis</italic></td>
<td valign="middle" align="left">IL10, TGF<break/>TNF-&#x3b1; and IL1&#x3b2;</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B100">Soria-Mercado et&#xa0;al. (2012)</xref></td>
</tr>
<tr>
<td valign="middle" align="left">Bacteriocin</td>
<td valign="middle" align="left"><italic>Lactobacillus rhamnosus</italic></td>
<td valign="middle" align="left">CRP, IL 6</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B86">Rund et&#xa0;al. (2000)</xref></td>
</tr>
<tr>
<td valign="middle" align="left">Surfactin</td>
<td valign="middle" align="left"><italic>B. subtilis</italic></td>
<td valign="middle" align="left">TNF-&#x3b1; and nitric oxide</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B66">Marinelli et&#xa0;al. (2015)</xref></td>
</tr>
<tr>
<td valign="middle" align="left">Bacteriocin (nisin)</td>
<td valign="middle" align="left">LAB<break/>bacteria</td>
<td valign="middle" align="left">Downregulation of lung Th2 response by increasing IFN-&#x3b3; and reducing IL-4 and IL-13</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B57">Lewies et&#xa0;al. (2019)</xref></td>
</tr>
<tr>
<td valign="middle" align="left">Arachidonic<break/>acid</td>
<td valign="middle" align="left"><italic>Psychroflexus tarquis</italic><break/><italic>Psychroflexus pacifica</italic></td>
<td valign="middle" align="left">inhibition of NO and TNF-&#x3b1;</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B51">Kook et&#xa0;al. (2019)</xref></td>
</tr>
<tr>
<td valign="middle" align="left">Valeric acid<break/>(pentanoic acid)<break/>Caproic acid<break/>(hexanoic acid)</td>
<td valign="middle" align="left">Megasphaera massiliensis<break/>MRX0029<break/>Ruminnococcaceae CPB0</td>
<td valign="middle" align="left">Repression of IFN-&#x3b3;, IL-10, IL-1&#x3b2;, and TNF-&#x3b1;</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B67">Mikelsaar et&#xa0;al. (2016)</xref></td>
</tr>
<tr>
<td valign="middle" align="left">Kefiran<break/>(branched glucogalactan)</td>
<td valign="middle" align="left">Lactic acid bacteria</td>
<td valign="middle" align="left">IL-4 and IL-5 levels reduced to normal levels</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B45">Jenab et&#xa0;al. (2020)</xref></td>
</tr>
<tr>
<td valign="middle" align="left">Dopamine (from dietary substrate)</td>
<td valign="middle" align="left">Enterococcus faecium</td>
<td valign="middle" align="left">Modulation of the immune system</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B45">Jenab et&#xa0;al. (2020)</xref></td>
</tr>
<tr>
<td valign="middle" align="left"><italic>Butanol extract</italic></td>
<td valign="middle" align="left"><italic>Bifidobacterium adolescentis</italic></td>
<td valign="middle" align="left">Boosting of TNF-&#x3b1; and NO</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B116">Yu et&#xa0;al. (2018)</xref></td>
</tr>
<tr>
<td valign="middle" align="left">Camporidine A</td>
<td valign="middle" align="left">Strain <italic>Streptomyces</italic> sp. STA1</td>
<td valign="middle" align="left">Nitric oxide production suppressed</td>
<td valign="middle" align="left"><xref ref-type="bibr" rid="B62">Mace et&#xa0;al. (2019)</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Application of microbial products</title>
<sec id="s3_1">
<label>3.1</label>
<title>Applications in agriculture</title>
<p>To meet the demands of the growing population, crop yields must rise in parallel. Although chemical fertilizers can accomplish the goal, excessive and ongoing use leads to health issues, pest resistance, and ecological harm (<xref ref-type="bibr" rid="B115">Youssef and Eissa, 2014</xref>). Chemical fertilizers can be replaced by biofertilizers by increasing the supply or availability of primary nutrients to the host plant. Natural processes such as atmospheric nitrogen fixation, phosphorus solubilization, and plant growth stimulation through the synthesis of growth-promoting substances helps biofertilizers add nutrients (<xref ref-type="bibr" rid="B64">Malus&#xe0; et&#xa0;al., 2016</xref>).</p>
<p>Plant growth-promoting rhizobacteria (PGPR) are a group of bacteria that colonize the roots of plants and enhance growth by producing plant hormones or secondary metabolites (<xref ref-type="bibr" rid="B47">Keswani et&#xa0;al., 2019</xref>). There are many PGPR such as <italic>Rhizobia</italic>, <italic>Mycorrhizae</italic>, <italic>Azospirillum</italic>, <italic>Bacillus</italic>, <italic>Pseudomonas</italic>, <italic>Trichoderma</italic>, and <italic>Streptomyces</italic> species that control diseases, induce systemic resistance, or change physicochemical interactions with plants (<xref ref-type="bibr" rid="B14">Backer et&#xa0;al., 2018</xref>). <italic>Bacillus</italic> can act directly either by obtaining nutrient supply such as nitrogen, phosphorus, potassium and minerals or by modulating plant hormone levels. It secrets antagonistic substances to inhibit or induce resistance to plant pathogens indirectly (<xref ref-type="bibr" rid="B90">Sansinenea, 2019</xref>).</p>
<p>The soil quality, soil health, growth yield, and quality of crops improved by beneficial microorganisms through the production of bioactive substances such as hormones and enzymes. These microorganisms promote plant growth by controlling soil diseases and accelerating decomposition of lignin materials in the soil (<xref ref-type="bibr" rid="B48">Keswani et&#xa0;al., 2020</xref>).</p>
<p>The entomopathogenic bacterium <italic>B. thuringiensis</italic> and <italic>Bacillus</italic> spp. such as <italic>B. amyloliquefaciens</italic>, <italic>B. licheniformis</italic>, <italic>B. pumilus</italic>, and <italic>B. subtilis</italic> have been widely used as a natural biopesticide (<xref ref-type="bibr" rid="B89">Sansinenea, 2012</xref>). Several bacteria and fungi present ubiquitously in different soils assist plant growth by mobilizing insoluble forms of potassium (<xref ref-type="bibr" rid="B73">Ortiz and Sansinenea, 2021</xref>).</p>
<p>Recently, formulations of biological control organisms have been used commercially to control diseases in agricultural and horticultural crops. The application of chemical fungicides to control post-harvest diseases is restricted due to safety concerns and development of pathogen resistance (<xref ref-type="bibr" rid="B44">Janisiewicz and Korsten, 2002</xref>). The spores of the naturally occurring soil bacteria <italic>B. velezensis</italic> or <italic>B. atrophaeus</italic> have been commercialized as biofertilizers under the name RhizoVital by AbiTEP GmbH (<xref ref-type="bibr" rid="B21">Chowdhury et&#xa0;al., 2013</xref>).</p>
<p>The application of modified antimicrobial peptide (AMP) showed strong resistance to late blight and pink rot phytopathogens, in addition to the bacterial pathogen <italic>Erwinia carotovora</italic> in potato (<xref ref-type="bibr" rid="B74">Osusky et&#xa0;al., 2004</xref>). A commercially formulated product, Avogreen from <italic>B. subtilis</italic> B246 is used as a biocontrol agent against anthracnose caused by the fungus <italic>Colletotrichum gloeosporioides</italic> (<xref ref-type="bibr" rid="B24">Demoz and Korsten, 2006</xref>).</p>
<p>The AMPs against bacterial and fungal plant pathogens were assessed to screen transgenic crops (<xref ref-type="bibr" rid="B49">Keymanesh et&#xa0;al., 2009</xref>).</p>
<p>The expression of mammalian AMP cecropin P1 in transgenic tobacco resulted in increased resistance to phytopathogenic bacteria <italic>Pseudomonas syringae</italic>, <italic>Pse. marginata</italic>, and <italic>Erwinia carotovora</italic> (<xref ref-type="bibr" rid="B118">Zakharchenko et&#xa0;al., 2005</xref>).</p>
<p>The significantly enhanced resistance in transgenic tobacco against the fungal pathogen, <italic>Colletotrichum destructivum</italic>, and the bacterial pathogen <italic>Pseudomonas syringae</italic>, was achieved by the expression of AMP MSI-99 via the chloroplast genome (<xref ref-type="bibr" rid="B23">DeGray et&#xa0;al., 2001</xref>).</p>
<p>The harmful fungal pathogen <italic>V</italic>. <italic>dahliae</italic> occurs in potatoes inhibited strongly by Alfalfa antifungal peptide (alfAFP) isolated from the seeds of <italic>Medicago sativa</italic> (<xref ref-type="bibr" rid="B30">Gao et&#xa0;al., 2000</xref>).</p>
<p>Tachyplesin, an AMP isolated from the hemocytes of the <italic>Tachypleus tridentatus</italic>, has been evaluated as a potential candidate for the inhibition of Sclerotinia disease in sunflower (<xref ref-type="bibr" rid="B60">Lu, 2003</xref>). The use of attacin E, an AMP that originated from <italic>Hyalophora cecropia</italic>, resulted in significant resistance to the bacteria <italic>Erwinia amylovora</italic>, which causes fire blight disease.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Application in aquaculture</title>
<p>AMPs are significant substances that have been shown to have antibacterial, antifungal, antiviral, and antiparasitic properties against a variety of fish-associated pathogens such as viruses, bacteria, fungi, and parasites (<xref ref-type="bibr" rid="B19">Brogden, 2005</xref>).</p>
<p>The mortality rate induced by the <italic>Vibrio harveyi</italic> infection was reduced with AMPs by promoting growth, serum antioxidant status, and innate immunity (<xref ref-type="bibr" rid="B35">Gyan et&#xa0;al., 2020</xref>). Another liver-expressed AMP-2 (LEAP-2) isolated from <italic>Trachinotus ovatus</italic> strongly suppressed <italic>Streptococcus agalactiae</italic> and <italic>Edwardseilla tarda</italic>, boosting the immunity (<xref ref-type="bibr" rid="B56">Lei et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Application in the food industry</title>
<p>Numerous substances are produced by bacteria, including fermentation by-products such as organic acids, hydrogen peroxide, and diacetyl, as well as bacteriocins and other antagonistic substances that can inhibit the growth of pathogenic microorganisms responsible for spoilage and disease in the food industry (<xref ref-type="bibr" rid="B104">Tiwari et&#xa0;al., 2009</xref>).</p>
<p>Bacteriocins, a proteinaceous antibacterial compound that inhibits undesirable bacterial growth in foods, help maintain the freshness and quality of food products over a longer period. They are cationic peptides that display hydrophobic or amphiphilic properties, and in most cases, the target of their activity is the bacterial membrane. A large number of bacteriocins have been isolated and characterized from lactic acid, and they act as an extra barrier that can keep food safe even when storage or transport conditions are not optimal (<xref ref-type="bibr" rid="B76">Parada Fabi&#xe1;n et&#xa0;al., 2025</xref>).</p>
<p>The FDA has approved the use of nisin, a naturally occurring AMP with a narrow range of activity, as a food preservative. It is produced during fermentation by specific strains of the lactic acid bacterium <italic>Lactococcus lactis</italic> and quite effective against a variety of gram-positive bacteria (<xref ref-type="bibr" rid="B38">Hancock and Lehrer, 1998</xref>). In addition to preventing microbial growth in beef, sausages, liquid whole eggs, ground beef, and poultry, it is also utilized in the cheese industry to restrict the growth of <italic>Clostridium</italic> spp. It also suppresses the subsequent growth of <italic>Listeria monocytogenes</italic> in ready-to-eat (RTE) meat products (<xref ref-type="bibr" rid="B104">Tiwari et&#xa0;al., 2009</xref>). Moreover, it effectively controls <italic>Alicyclobacillus acidoterrestris</italic> in fruit juices (<xref ref-type="bibr" rid="B50">Komitopoulou et&#xa0;al., 1999</xref>). Nisin also reduces the growth of <italic>S. aureus</italic>, <italic>L. monocytogenes</italic>, and the spores of <italic>C.</italic> sp<italic>orogenes</italic> in cold-packed cheese spreads. It also inhibits <italic>Clostridium</italic>-related butyric acid fermentation by inhibiting the growth spores of clostridia like <italic>Clostridium ttyrobutyricum</italic> (<xref ref-type="bibr" rid="B54">Lahiri et&#xa0;al., 2022</xref>).</p>
<p>Reuterin (&#x3b2;-hydroxypropionaldehyde) is a water-soluble nonproteinaceous broad-spectrum antimicrobial compound produced by some strains of <italic>L. reuteri</italic> effective against gram-negative and gram-positive bacteria, yeasts, and filamentous fungi. It is active over a broad range of pH and is resistant to proteolytic and lipolytic enzymes (<xref ref-type="bibr" rid="B29">El-Ziney et&#xa0;al., 1999</xref>).</p>
<p>Pediocins are thermostable, amphipathic proteins with a loop formation formed by three &#x3b2;-sheets. It is effective against both spoilage and pathogenic organisms, including <italic>L. monocytogenes</italic>, <italic>Ent. faecalis</italic>, and <italic>S</italic>. <italic>aureus</italic> over a wide range of pH values. Pediocin is produced by strains of <italic>Pediococcus acidilactici</italic> and <italic>P</italic>. <italic>pentosaceus</italic> used in fermented sausage production (<xref ref-type="bibr" rid="B5">Anastasiadou et al., 2008</xref>). It is also used as a preservative in vegetable and meat products with high activity against <italic>Listeria</italic> species (<xref ref-type="bibr" rid="B76">Parada Fabi&#xe1;n et&#xa0;al., 2025</xref>).</p>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Challenges and future prospectus</title>
<p>Natural products from microbes replace traditional antibiotics and become effective molecules against infectious diseases. However, some research questions such as the efficacy and applicability of these products under field trials limit their use. A more in-depth study on the effects of these extracts/compounds is needed to investigate their mechanism of action. The antifungal, antiviral, and antiparasitic effects should also be validated with <italic>in vivo</italic> and <italic>in vitro</italic> trials to understand their precise mode of action. Product formulation, extrinsic storage parameters, and intrinsic product parameters also require further study.</p>
<p>Since the use of antibiotics in food is inhibited, the bacteriocin used as a food preservative should be declared as generally recognized as safe (GRAS). The manufacturing process, quantification, and standardization assays, with toxicological data and the fate of the molecule after consumption should be documented prior to approval (<xref ref-type="bibr" rid="B54">Lahiri et&#xa0;al., 2022</xref>). The chemical composition of bacteriocins should be identified by using standard biochemistry and molecular techniques (<xref ref-type="bibr" rid="B76">Parada Fabi&#xe1;n et&#xa0;al., 2025</xref>). Regulatory approval in various regions is crucial for the commercialization of bacteriocins in the global market, ensuring safe, natural, and sustainable solutions.</p>
<p>Multiple advanced approaches such as culture strategies, genomics mining, and artificial intelligence (AI), along with genome editing, ribosome engineering, precursor engineering, mutagenesis, and overexpression of structural genes, can produce natural products and pharmaceuticals in microbial systems efficiently by overcoming these hurdles (<xref ref-type="bibr" rid="B114">Yang et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B79">Pham et&#xa0;al., 2019</xref>). Engineering strategies and recombinant DNA technologies can activate silent and cryptic biosynthetic gene clusters (BGCs), leading to increased production of microbial natural products and recombinant proteins (<xref ref-type="bibr" rid="B63">Madden et&#xa0;al., 2025</xref>). Artificial intelligence (AI) can scan biological sequences to identify potential AMPs along with prediction of their activity and toxicity (<xref ref-type="bibr" rid="B101">Szymczak et&#xa0;al., 2025</xref>). By harnessing the power of these engineered technologies, we can design novel, effective, and safe compounds that open new frontiers in the fight against AMR.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>Natural products from microbes offer a variety of antibacterial mechanisms, can alter microbial communities and biofilms, and have potential as supplementary agents against resistant infections. To achieve their clinical promise, however, significant translational work&#x2014;standardized formulations, toxicity testing, and rigorous clinical trials&#x2014;is needed. Natural antimicrobials may have a significant impact on the treatment of infectious diseases in the future by fusing traditional knowledge with various engineered technologies.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>SP: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AP: Conceptualization, Writing &#x2013; review &amp; editing. AK: Writing &#x2013; review &amp; editing. RM: Conceptualization, Writing &#x2013; review &amp; editing.</p></sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec id="s9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
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<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1158579">Cynthia A. Danquah</ext-link>, Kwame Nkrumah University of Science and Technology, Ghana</p></fn>
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<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2911100">Hafiz Abdul Rasheed</ext-link>, Jiangsu University, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3193560">Isaiah Osei Duah Junior</ext-link>, North Carolina Agricultural and Technical State University, United States</p></fn>
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