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<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
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<issn pub-type="epub">2235-2988</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fcimb.2026.1738291</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Mini Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Encapsulated probiotics as antimicrobial agents: mechanisms and delivery strategies against multidrug-resistant pathogens</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Kart</surname><given-names>Ulpan</given-names></name>
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<name><surname>Smagulova</surname><given-names>Dinara</given-names></name>
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<contrib contrib-type="author">
<name><surname>Khairetdinova</surname><given-names>Dana</given-names></name>
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<contrib contrib-type="author">
<name><surname>Raimbekova</surname><given-names>Aigul</given-names></name>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Hortelano</surname><given-names>Gonzalo Hap</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<aff id="aff1"><institution>Department of Biology, School of Sciences and Humanities, Nazarbayev University</institution>, <city>Astana</city>,&#xa0;<country country="kz">Kazakhstan</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Gonzalo Hap Hortelano, <email xlink:href="mailto:gonzalo.hortelano@nu.edu.kz">gonzalo.hortelano@nu.edu.kz</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-29">
<day>29</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>16</volume>
<elocation-id>1738291</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>25</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Kart, Smagulova, Khairetdinova, Raimbekova and Hortelano.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Kart, Smagulova, Khairetdinova, Raimbekova and Hortelano</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-29">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 rapid escalation of antimicrobial resistance (AMR) has rendered many conventional antibiotics ineffective, emphasizing the need for alternative therapeutic approaches. Probiotics have emerged as promising biotherapeutic agents capable of inhibiting multidrug-resistant (MDR) pathogens through diverse mechanisms, including secretion of antimicrobial metabolites (bacteriocins, organic acids, short-chain fatty acids, and hydrogen peroxide), competitive exclusion, quorum-sensing interference, and immune modulation. However, their clinical application is limited by poor stability under environmental and gastrointestinal stressors. Encapsulation technologies, particularly those employing natural biopolymers such as alginate, chitosan, pectin, carrageenan, and gelatin, have substantially improved probiotic viability, storage stability, and site-specific release. Recent advances in semi-synthetic and synthetic carriers, including PLGA, PVA, Eudragit<sup>&#xae;</sup>, and hybrid nanofiber systems, have further enabled controlled delivery and synergistic protection in intestinal, topical, and food-based applications. Collectively, encapsulated probiotics represent a potent strategy for combating AMR by enhancing antimicrobial efficacy and therapeutic consistency. Future research should focus on optimizing encapsulation parameters, integrating multi-strain and synbiotic formulations, and employing multi-omics tools to translate laboratory findings into standardized clinical interventions.</p>
</abstract>
<kwd-group>
<kwd>antimicrobial resistance</kwd>
<kwd>bacteriocins</kwd>
<kwd>encapsulation</kwd>
<kwd>multidrug-resistant pathogens</kwd>
<kwd>probiotics</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Nazarbayev University</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100012632</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was funded by the Nazarbayev University NURA grant no. FDCRGP grant no.040225FD4742 to GH.</funding-statement>
</funding-group>
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<ref-count count="88"/>
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<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antibiotic Resistance and New Antimicrobial drugs</meta-value>
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</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Antibiotics remain the primary treatment for infectious diseases caused by a wide range of bacterial pathogens. However, the persistent misuse and overuse of these agents have accelerated the emergence and global spread of antimicrobial resistance (AMR) among microorganisms. Unless steps are taken to combat AMR, the number of attributable fatalities is predicted to increase from 216,000 per year to 1.91 million. In contrast, associated fatalities are expected to rise from 1.03 million to 8.22 million per year by 2050 (<xref ref-type="bibr" rid="B48">Naddaf, 2024</xref>). These alarming projections underscore the urgent need for innovative antimicrobial strategies beyond conventional antibiotics, positioning probiotic-based interventions as a promising and timely alternative to mitigate the growing AMR crisis.</p>
<p>The rapid emergence and spread of resistance genes facilitates the development of multidrug-resistant (MDR) infections. Superbugs are bacteria resistant to many antibiotics and are now difficult or impossible to treat with available medications (<xref ref-type="bibr" rid="B62">Salam et&#xa0;al., 2023</xref>). Among the many clinical conditions linked to MDR, skin infections are now among the most serious threats. Methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA) and <italic>Pseudomonas aeruginosa</italic> are the most prevalent pathogens in infected skin areas (<xref ref-type="bibr" rid="B37">Keim et&#xa0;al., 2024</xref>). Both infections are resistant to most antibiotics, although they may be partially responsive to aminoglycosides, fluoroquinolones, and vancomycin (<xref ref-type="bibr" rid="B49">Nasir et&#xa0;al., 2020</xref>). This MDR reduces the efficacy of antibiotics, necessitating the development of more effective therapeutic strategies to prevent the spread of superbugs and combat pathogen resistance.</p>
<p>In recent years, the probiotic bacterial community has gained attention as a promising alternative approach for combating MDR pathogens. This potential is attributed mainly to the secretion of bioactive metabolites, such as bacteriocins, organic acids, short-chain fatty acids (SCFAs), and other compounds, which can inhibit or kill pathogenic microorganisms through diverse antimicrobial mechanisms (<xref ref-type="bibr" rid="B1">Abdul Manan, 2025</xref>). In addition to releasing antimicrobial metabolites, probiotics suppress pathogens through competitive exclusion, occupying pathogen adhesion sites and competing for nutrients (<xref ref-type="bibr" rid="B39">Latif et&#xa0;al., 2023</xref>). Furthermore, probiotics can stimulate pro-inflammatory pathways, enhance cytokine signaling, and induce cell-mediated immune responses without directly overstimulating the host&#x2019;s immune system (<xref ref-type="bibr" rid="B78">Vivek et&#xa0;al., 2023</xref>).</p>
<p>Although environmental factors affect the viability and metabolic stability of probiotics, these influences play a crucial role in determining their therapeutic action. Factors like pH changes, the presence of other microorganisms, and host-based stressors, particularly during infection, can threaten the survival and efficacy of probiotic strains (<xref ref-type="bibr" rid="B14">Bustos et&#xa0;al., 2025</xref>). To overcome this limitation, encapsulation technologies have been developed to enhance probiotic survival in hostile environments, including antibiotic exposure and immune challenges. Among these, biopolymer-based encapsulation has emerged as one of the most successful. Polysaccharide matrices provide a biodegradable, biocompatible framework that enhances cellular stability and enables the controlled release of viable probiotics in target environments (<xref ref-type="bibr" rid="B60">Rumon et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B58">Rodrigues et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Antimicrobial mechanisms of probiotics</title>
<sec id="s2_1">
<label>2.1</label>
<title>Direct inhibition, quorum-sensing interference, and biofilm disruption</title>
<p>Probiotics exert antimicrobial activity through both direct inhibition of pathogens and ecological competition. Besides producing antimicrobial metabolites such as organic acids, bacteriocins, and hydrogen peroxide, probiotics can disrupt adhesion and invasion mechanisms in pathogens. <italic>Lactobacillus</italic> spp. were shown to significantly reduce <italic>Campylobacter jejuni</italic> adhesion and translocation in epithelial models, suggesting interference with pathogen entry and dissemination (<xref ref-type="bibr" rid="B66">&#x160;iki&#x107; Poga&#x10d;ar et&#xa0;al., 2020</xref>). Similarly, <italic>Bifidobacterium</italic> strains utilize host-derived glycans and express mucus-binding proteins that facilitate colonization and inhibit pathogens such as <italic>Clostridium difficile</italic> (<xref ref-type="bibr" rid="B51">O&#x2019;Callaghan and Van Sinderen, 2016</xref>). <italic>L. plantarum</italic> ATCC 14917 showed strong anti-biofilm and antibacterial activity against multiple <italic>Listeria monocytogenes</italic> isolates, inhibiting planktonic growth and disrupting mature biofilms (<xref ref-type="bibr" rid="B2">Abou Elez et&#xa0;al., 2023</xref>).</p>
<p>Significantly, probiotics can interfere with quorum-sensing (QS) networks and biofilm formation, which are critical for multidrug resistance. <italic>Bacillus subtilis</italic>-derived lipopeptides suppress the <italic>S. aureus</italic> Agr system, reducing toxin production and enhancing antibiotic susceptibility (<xref ref-type="bibr" rid="B55">Piewngam et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B42">Leistikow et&#xa0;al., 2024</xref>). Similarly, metabolites from <italic>L. plantarum</italic> and <italic>L. rhamnosus</italic> downregulate QS-regulated virulence factors such as pyocyanin and elastase in <italic>Pseudomonas aeruginosa</italic>, weakening biofilm structure and facilitating host clearance (<xref ref-type="bibr" rid="B86">Zhang et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B16">Chappell and Nair, 2020</xref>),. Probiotic metabolites can also downregulate MRSA virulence and enhance &#x3b2;-lactam efficacy by disrupting QS, highlighting their potential as adjuncts to conventional antibiotics for biofilm-associated infections (<xref ref-type="bibr" rid="B15">Cella et&#xa0;al., 2023</xref>). These combined mechanisms illustrate the multifaceted ecological strategies through which probiotics counteract pathogen persistence and resistance.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Bacteriocin and metabolite production</title>
<p>Bacteriocins are ribosomally synthesized antimicrobial peptides that disrupt the membranes of competing bacteria, leading to ion and ATP leakage and eventual cell death (<xref ref-type="bibr" rid="B22">Demirg&#xfc;l et&#xa0;al., 2025</xref>). Reuterin, an antimicrobial aldehyde produced by <italic>L. reuteri</italic> from glycerol metabolism, inhibits pathogens such as <italic>E. coli</italic>, <italic>Salmonella</italic>, and <italic>Shigella</italic> by inducing oxidative stress and inhibiting DNA synthesis (<xref ref-type="bibr" rid="B82">Yang et&#xa0;al., 2024</xref>). <italic>Pediococcus acidilactici</italic> produces pediocin PA-1, a well-characterized bacteriocin with strong antilisterial and anti-<italic>Salmonella</italic> activity (<xref ref-type="bibr" rid="B74">Todorov et&#xa0;al., 2023</xref>). Enterocins from <italic>Enterococcus</italic> spp. display potent inhibitory effects against MRSA, particularly when combined with conventional antibiotics (<xref ref-type="bibr" rid="B33">Hanchi et&#xa0;al., 2017</xref>). Certain strains of <italic>Bifidobacterium longum</italic>, particularly the subsp. <italic>infantis</italic> has been found to contain multiple genetic clusters encoding bacteriocins, indicating the potential of this species to enhance probiotic antimicrobial activity (<xref ref-type="bibr" rid="B84">Yu et&#xa0;al., 2023</xref>). Newer analyses corroborate these modes of action, demonstrating that <italic>Lactobacillus</italic> bacteriocins compromise cell-envelope integrity and macromolecular synthesis, and identifying candidates with activity against resistant <italic>Staphylococcus</italic> strains (<xref ref-type="bibr" rid="B38">Kranjec et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B17">Chen et&#xa0;al., 2025</xref>). In parallel, mechanistic studies of reuterin confirm thiol-reactivity, membrane damage, and oxidative stress responses in target bacteria (<xref ref-type="bibr" rid="B82">Yang et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B69">Sun M-C. et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Competition for nutrients and adhesion sites</title>
<p>Probiotics and pathogens compete for essential nutrients such as iron, amino acids, and vitamins. By rapidly utilizing available substrates, probiotics limit the resources available to pathogen growth. <italic>L. rhamnosus</italic> GG effectively competes with <italic>E. coli</italic> and <italic>Salmonella Typhimurium</italic> for epithelial adhesion sites, reducing colonization (<xref ref-type="bibr" rid="B41">Lee and Puong, 2002</xref>). <italic>Bifidobacterium</italic> species possess specialized enzymatic systems that enable the utilization of host-derived mucin glycans, providing a competitive advantage for intestinal colonization and limiting pathogen persistence (<xref ref-type="bibr" rid="B76">Turroni et&#xa0;al., 2016</xref>). Certain <italic>Lactobacillu</italic>s strains also sequester iron, further hindering pathogen proliferation (<xref ref-type="bibr" rid="B63">Sassone-Corsi and Raffatellu, 2015</xref>). Competition-mediated exclusion is especially relevant in dysbiotic or antibiotic-perturbed ecosystems. By restoring resource landscapes and adhesion-site occupancy, probiotics reduce the probability that MDR <italic>Enterobacteriaceae</italic> and non-fermenters establish durable niches.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Acidification and short-chain fatty acids</title>
<p>Organic acids and SCFAs produced by probiotics are critical mediators of pathogen inhibition. Lactic acid penetrates bacterial membranes, lowering intracellular pH and disrupting metabolism. <italic>L. acidophilus</italic> and <italic>L. plantarum</italic> reduce the growth of <italic>E. coli</italic> and <italic>Salmonella enterica</italic> through lactic acid production (<xref ref-type="bibr" rid="B8">Alakomi et&#xa0;al., 2000</xref>). Acetate from <italic>Bifidobacterium longum</italic> protects epithelial cells from <italic>E. coli</italic> O157:H7 by strengthening tight junctions and reducing translocation (<xref ref-type="bibr" rid="B27">Fukuda et&#xa0;al., 2011</xref>). Butyrate and propionate, generated by probiotic consortia, induce intracellular acidification and inhibit DNA replication in pathogens (<xref ref-type="bibr" rid="B46">Louis and Flint, 2017</xref>). SCFAs also act as signaling molecules, modulating immune responses and promoting the differentiation of regulatory T cells (Tregs). Recent reviews and translational studies reinforce the link between probiotic-boosted SCFAs, barrier repair, and inflammation control, effects that are clinically relevant to infection susceptibility and to resilience during antibiotic treatment (<xref ref-type="bibr" rid="B43">Li et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B88">Zhu&#xa0;and Lee, 2025</xref>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Hydrogen peroxide production</title>
<p>Hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) production by <italic>Lactobacillus</italic> species provides an oxygen-dependent antimicrobial mechanism, particularly important in mucosal niches. H<sub>2</sub>O<sub>2</sub>-producing <italic>L. crispatus</italic> and <italic>L. jensenii</italic> inhibit <italic>Gardnerella vaginalis</italic> and <italic>Candida albican</italic>s, reducing risks of bacterial vaginosis and yeast infections (<xref ref-type="bibr" rid="B52">O&#x2019;Hanlon et&#xa0;al., 2011</xref>). Although the intestinal lumen is largely anaerobic, transient oxygen-rich microenvironments may still permit probiotic H<sub>2</sub>O<sub>2</sub> generation, contributing to mucosal defense (<xref ref-type="bibr" rid="B9">Aldunate et&#xa0;al., 2015</xref>). Updated microbiome analyses continue to highlight H<sub>2</sub>O<sub>2</sub> production as a competitive trait among vaginal lactobacilli, which contributes to pathogen suppression and community stability (<xref ref-type="bibr" rid="B50">Nori et&#xa0;al., 2025</xref>).</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Modulation of epithelial and immune responses</title>
<p>Beyond direct antimicrobial actions, probiotics reinforce mucosal defenses and regulate immune homeostasis. Several <italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic> strains enhance epithelial integrity by upregulating tight-junction (TJ) proteins (occludin, claudins) and stimulating mucin secretion, thereby preventing pathogen adhesion and translocation (<xref ref-type="bibr" rid="B11">Anderson et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B64">Segers and Lebeer, 2014</xref>). Soluble proteins p40 and p75 from <italic>L. rhamnosus</italic> GG activate the epidermal growth-factor receptor (EGFR) pathway, promoting epithelial survival and protection against cytokine-induced apoptosis (<xref ref-type="bibr" rid="B81">Yan et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B18">Christensen et&#xa0;al., 2002</xref>).</p>
<p>At the immune interface, structural components such as peptidoglycan and lipoteichoic acid are recognized by Toll-like receptor 2 (TLR2) and NOD-like receptors, leading to NF-&#x3ba;B and MAPK activation and the release of defensins and anti-inflammatory cytokines (<xref ref-type="bibr" rid="B21">De LeBlanc et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B40">Lebeer et&#xa0;al., 2010</xref>). Metabolites, including short-chain fatty acids and tryptophan-derived indoles, act as signaling molecules activating the aryl hydrocarbon receptor (AhR) and pregnane X receptor (PXR), which attenuate inflammation and promote regulatory T-cell differentiation (<xref ref-type="bibr" rid="B19">Claes et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B72">Tanoue et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B24">Fanning et&#xa0;al., 2012</xref>). Together, these mechanisms highlight how probiotics contribute to epithelial protection, mucosal tolerance, and balanced immune responses.</p>
<p>The combined actions of these antimicrobial metabolites and structural components are summarized in <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>, which integrates the principal pathways through which probiotics exert both antimicrobial and immunoregulatory effects.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Mechanisms of probiotic antimicrobial and immunomodulatory activity. Probiotics inhibit pathogens by secreting antimicrobial metabolites, such as bacteriocins, SCFAs, and hydrogen peroxide, which suppress growth and biofilm formation. Structural and soluble proteins (SLAPs, PG, LTA) interact with epithelial and immune receptors (EGFR, TLR2) to strengthen tight junctions and reduce inflammation. Tryptophan-derived metabolites activate AhR and PXR signaling pathways, enhancing barrier integrity and promoting anti-inflammatory responses.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-16-1738291-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating the effects of probiotics on host gut cells. Probiotics release factors like SLAPs, PG, LTA, and secreted proteins that interact with host receptors EGFR, TLR2, AhR, and PXR. This leads to outcomes such as increased tight junction integrity, mucin production, epithelial repair, transcriptional control of barrier genes, and reduced inflammation. Additionally, probiotics inhibit pathogen growth using bacteriocins, SCFA, and H2O2. Arrows indicate receptor activation, signal transduction, and growth inhibition pathways.</alt-text>
</graphic></fig>
<p>The vulnerabilities of specific probiotic strains, including acid sensitivity, oxygen intolerance, and other biological constraints, highlight the need for protective delivery systems. These systems not only preserve probiotic viability but also maintain their functional activity at the target site. Consequently, it is crucial to select an appropriate encapsulation strategy that accounts for each strain&#x2019;s unique characteristics.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Encapsulation and delivery strategies</title>
<p>Despite their proven antimicrobial activity, translating probiotic therapies into clinical use is constrained by the limited stability of live cells under environmental and host-derived stressors. Gastric acidity, bile salts, oxidative stress, and concurrent antibiotic exposure all reduce cell viability and therapeutic consistency (<xref ref-type="bibr" rid="B61">Saeed et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B68">Singh et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B10">Ali et&#xa0;al., 2023</xref>). Encapsulation thus offers a versatile strategy to overcome these barriers by providing mechanical protection, environmental buffering, and controlled release of viable microorganisms (<xref ref-type="bibr" rid="B79">Wang et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B23">Diep and Schiffman, 2024</xref>; <xref ref-type="bibr" rid="B71">Tan et&#xa0;al., 2023</xref>). A summary of encapsulated probiotic strategies reported between 2020 and 2025 is presented in <xref ref-type="table" rid="T1"><bold>Table 1</bold></xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Summary of encapsulated probiotic strategies (2020&#x2013;2025).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Encapsulation type</th>
<th valign="middle" align="left">Author et&#xa0;al., Year (Ref)</th>
<th valign="middle" align="left">Encapsulation system (Formulation + Matrix + Coating)</th>
<th valign="middle" align="left">Probiotic strain(s)</th>
<th valign="middle" align="left">Target pathogen(s)/Model</th>
<th valign="middle" align="left">Mechanism/Outcome/Delivery</th>
<th valign="middle" align="left">Key finding/Advantage</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="18" align="center">Natural Biopolymer Matrices</td>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B83">Yilmaz et&#xa0;al., 2020</xref>)</td>
<td valign="middle" align="left">Electrospun alginate nanofibers</td>
<td valign="middle" align="left"><italic>L. rhamnosus GG</italic></td>
<td valign="middle" align="left">Simulated gastric/intestinal fluids</td>
<td valign="middle" align="left">Natural alginate nanofibers preserved viability under acidic stress and maintained probiotic functionality in kefir matrix.</td>
<td valign="middle" align="left">Electrospun alginate nanofibers increased gastric survival (64.1 &#x2192; 70.8 log CFU/mL) and kefir viability (6.65 &#x2192; 7.38 log CFU/mL) without altering rheological properties.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B31">Hadidi et&#xa0;al., 2021</xref>)</td>
<td valign="middle" align="left">Alginate/fish-gelatin microcapsules</td>
<td valign="middle" align="left"><italic>L. acidophilus</italic></td>
<td valign="middle" align="left">Baking &amp; storage</td>
<td valign="middle" align="left">Hybrid alginate&#x2013;gelatin matrix preserved probiotic viability during baking and refrigeration.</td>
<td valign="middle" align="left">Alginate&#x2013;fish gelatin coating increased probiotic viability by +2.49 log CFU/g after baking and +3.07 log CFU/g during storage, while reducing bread staling by up to 31.7%.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B53">Oberoi et&#xa0;al., 2021</xref>)</td>
<td valign="middle" align="left">Alginate hydrogel microcapsules</td>
<td valign="middle" align="left"><italic>L. rhamnosus</italic></td>
<td valign="middle" align="left">Simulated GI</td>
<td valign="middle" align="left">Ionically gelled alginate beads improved acid and bile tolerance for oral delivery.</td>
<td valign="middle" align="left">Alginate&#x2013;xanthan beads achieved 95.1% encapsulation efficiency and improved survival to 83.6% (gastric) and 87.3% (intestinal), ~38% higher than free cells.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B87">Zhang et&#xa0;al., 2022</xref>)</td>
<td valign="middle" align="left">Sodium alginate microcapsules</td>
<td valign="middle" align="left"><italic>L. plantarum</italic> CICC 20022</td>
<td valign="middle" align="left">SGF/SIF</td>
<td valign="middle" align="left">Alginate hydrogels retained &gt;70% viability and antimicrobial function post-digestion.</td>
<td valign="middle" align="left">SA&#x2013;WPI microcapsules showed highest encapsulation yield, enhanced structural integrity, and superior survival after freeze-drying and simulated GI digestion.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B34">Hassanen et&#xa0;al., 2023</xref>)</td>
<td valign="middle" align="left">Chitosan nanoparticles</td>
<td valign="middle" align="left"><italic>L. plantarum</italic> RM1</td>
<td valign="middle" align="left">Aflatoxin M1 toxicity (rat)</td>
<td valign="middle" align="left">Chitosan nanoparticles enhanced stability and prevented hepatorenal toxicity via antioxidant activity.</td>
<td valign="middle" align="left">Chitosan nanoencapsulation significantly reduced AFM1-induced hepatorenal toxicity, lowering ALT/AST, oxidative stress markers, and apoptotic&#x2013;inflammatory signaling in rats.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B45">Liu L. et&#xa0;al., 2023</xref>)</td>
<td valign="middle" align="left">Calcium-pectin biofilm-<italic>in-situ</italic> beads</td>
<td valign="middle" align="left"><italic>L. paraplantarum</italic> L-ZS9</td>
<td valign="middle" align="left">Acid &amp; bile stress</td>
<td valign="middle" align="left">Biofilm-forming calcium-pectin beads improved acid tolerance and freeze-dry resistance.</td>
<td valign="middle" align="left">Biofilm-state probiotics in calcium-pectin beads showed &gt;10 log CFU/g loading with high resistance to acid, GIT stress, and freeze-drying.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B85">Zarali et&#xa0;al., 2023</xref>)</td>
<td valign="middle" align="left">Layer-by-layer alginate microcapsules with nisin coat</td>
<td valign="middle" align="left"><italic>Pediococcus acidilactici</italic></td>
<td valign="middle" align="left"><italic>S. aureus</italic>, <italic>Listeria</italic>, <italic>E. coli</italic>, <italic>Salmonella</italic></td>
<td valign="middle" align="left">Nisin-coated alginate capsules inhibited <italic>S. aureus</italic> and enhanced GI survival.</td>
<td valign="middle" align="left">Alginate&#x2013;nisin microcapsules achieved 100% inhibition of <italic>S. aureus</italic> with enhanced probiotic survival under SGI conditions.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B59">Rojas-Mu&#xf1;oz et&#xa0;al., 2023</xref>)</td>
<td valign="middle" align="left">Alginate + sweet whey microcapsules</td>
<td valign="middle" align="left"><italic>L. fermentum</italic> K73</td>
<td valign="middle" align="left">INFOGEST GI simulation</td>
<td valign="middle" align="left">Protein&#x2013;polysaccharide capsules limited viability loss &lt; 1.5 log CFU during GI transit.</td>
<td valign="middle" align="left">Optimized alginate&#x2013;whey beads achieved 95% encapsulation yield and limited viability loss to &#x2264;1.53 log CFU across oral&#x2013;gastric&#x2013;intestinal phases (INFOGEST model).</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B61">Saeed et&#xa0;al., 2024</xref>)</td>
<td valign="middle" align="left">Alginate&#x2013;carrageenan gum coated microbeads (cheese)</td>
<td valign="middle" align="left"><italic>L. acidophilus</italic>; <italic>L. casei</italic></td>
<td valign="middle" align="left">SGF/SIF; storage</td>
<td valign="middle" align="left">Dual polysaccharide coating maintained &gt; 8.5 log CFU and remained stable in dairy matrix.</td>
<td valign="middle" align="left">&gt;8.5 log CFU maintained after SGF/SIF and cold storage in dairy matrix.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B56">Premjit et&#xa0;al., 2024</xref>)</td>
<td valign="middle" align="left">Calcium alginate + &#x3ba;-carrageenan beads</td>
<td valign="middle" align="left"><italic>Lactobacillus</italic> spp.</td>
<td valign="middle" align="left">GI digestion + freeze-drying</td>
<td valign="middle" align="left">Optimized alginate&#x2013;&#x3ba;-carrageenan blend improved encapsulation and survival in oral delivery.</td>
<td valign="middle" align="left">&#x3ba;-Carrageenan blend reduces freeze-drying&#x2013;induced viability loss.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B29">Guti&#xe9;rrez-Fern&#xe1;ndez et&#xa0;al., 2024</xref>)</td>
<td valign="middle" align="left">Bacterial cellulose hydrogel scaffold</td>
<td valign="middle" align="left"><italic>L. plantarum</italic>, <italic>L. fermentum</italic></td>
<td valign="middle" align="left"><italic>S. aureus</italic>, <italic>E. coli</italic></td>
<td valign="middle" align="left">Cellulose hydrogel maintained probiotic viability &gt; 90%, produced antimicrobial metabolites, inhibited pathogens, and accelerated wound-healing response.</td>
<td valign="middle" align="left">BC scaffold activates probiotics to inhibit carbapenem-resistant pathogens and preserves activity &#x2265;2 months.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B28">Guo et&#xa0;al., 2024</xref>)</td>
<td valign="middle" align="left">Alginate/pectin + CaCO<sub>3</sub> nanocrystal microcapsules (HEVT)</td>
<td valign="middle" align="left"><italic>L. rhamnosus</italic> GG</td>
<td valign="middle" align="left">Simulated GI &amp; mouse microbiota</td>
<td valign="middle" align="left">CaCO<sub>3</sub>-buffered alginate&#x2013;pectin beads enhanced gastric survival and achieved colon-targeted release.</td>
<td valign="middle" align="left">CaCO<sub>3</sub>-reinforced alginate/pectin beads achieved 10.32 log CFU/g loading, 8.49 log CFU/g survival after gastric digestion, and maintained &gt;5.5 log CFU/g after 56-day storage with colon-targeted release.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B23">Diep and Schiffman, 2024</xref>)</td>
<td valign="middle" align="left">Coaxial alginate nanofibers + CaCO<sub>3</sub> antacid core</td>
<td valign="middle" align="left"><italic>L. lactis</italic></td>
<td valign="middle" align="left">Simulated gastric and intestinal fluids</td>
<td valign="middle" align="left">CaCO<sub>3</sub>-reinforced nanofibers buffered acid, ensured pH-responsive release, and improved probiotic survival for potential oral delivery applications.</td>
<td valign="middle" align="left">CaCO<sub>3</sub>-reinforced nanofibers buffer gastric acid and enable pH-responsive probiotic release.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B32">Han et&#xa0;al., 2024</xref>)</td>
<td valign="middle" align="left">Chitosan&#x2013;alginate single-cell encapsulation layers</td>
<td valign="middle" align="left"><italic>Lactobacillus</italic> spp.</td>
<td valign="middle" align="left">Simulated GI + storage stability</td>
<td valign="middle" align="left">Layer-by-layer microcoating preserved probiotic integrity, improved acid and bile resistance, and supported sustained release in oral delivery.</td>
<td valign="middle" align="left">Layer-by-layer nanocoating enhances GI survival, mucus adhesion, and ROS-scavenging of single probiotic cells.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B13">Bustamante et&#xa0;al., 2025</xref>)</td>
<td valign="middle" align="left">Spray-dried alginate + chia/flaxseed mucilage</td>
<td valign="middle" align="left"><italic>Bifidobacterium</italic> sp., <italic>Lactobacillus</italic> mix</td>
<td valign="middle" align="left">SGF/SIF; 90-day storage</td>
<td valign="middle" align="left">Plant mucilage improved encapsulation stability and shelf-life for industrial applications.</td>
<td valign="middle" align="left">Plant-mucilage coating prolongs shelf-life up to 90 days with minimal viability loss.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B36">Ji et&#xa0;al., 2025</xref>)</td>
<td valign="middle" align="left">Pickering emulsion gel (MFGM + pectin)</td>
<td valign="middle" align="left"><italic>L. rhamnosus</italic> GG</td>
<td valign="middle" align="left">Simulated GI fluids</td>
<td valign="middle" align="left">Emulsion gel improved acid/bile tolerance; suitable for food formulations.</td>
<td valign="middle" align="left">Emulsion gel improves acid/bile tolerance in refrigerated beverage systems.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B57">Rao et&#xa0;al., 2025</xref>)</td>
<td valign="middle" align="left">Biofilm-based capsule (pectin/chitosan/alginate/whey)</td>
<td valign="middle" align="left"><italic>L. paraplantarum</italic> LR-1</td>
<td valign="middle" align="left">DSS-induced colitis (mouse)</td>
<td valign="middle" align="left">Biofilm encapsulation restored microbiota and reduced inflammation after oral administration.</td>
<td valign="middle" align="left"><italic>In situ</italic> biofilm microcapsules (&gt;10 log CFU/g) significantly alleviated DSS-induced colitis and restored gut microbiota <italic>in vivo.</italic></td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B5">Ahmadi Asouri et&#xa0;al., 2025</xref>)</td>
<td valign="middle" align="left">Alginate&#x2013;pectin&#x2013;chitosan multilayer microcapsules</td>
<td valign="middle" align="left"><italic>P. acidilactici</italic></td>
<td valign="middle" align="left">Hepatic fibrosis (rat)</td>
<td valign="middle" align="left">Multilayer barrier improved GI resilience and provided hepatoprotective effect.</td>
<td valign="middle" align="left">Triple-layer microcapsules enhance GI resilience and confer hepatoprotection in rats.</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B65">Senthil Kumar and Sheik Mohideen, 2025</xref>)</td>
<td valign="middle" align="left">Alginate + chitosan beads</td>
<td valign="middle" align="left"><italic>L. fermentum</italic></td>
<td valign="middle" align="left">Enteric pathogens (<italic>E. coli</italic>, <italic>Salmonella</italic>) and acid stress</td>
<td valign="middle" align="left">Biopolymer matrix improved encapsulation efficiency and survival &gt; 85%, inhibited enteric pathogens via organic-acid production, and enhanced storage stability.</td>
<td valign="middle" align="left">&gt;85% survival under acid stress with enhanced pathogen inhibition and storage stability.</td>
</tr>
<tr>
<td valign="middle" rowspan="8" align="center">Semi-synthetic and Synthetic/Hybrid Systems</td>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B7">Akanny et&#xa0;al., 2020</xref>)</td>
<td valign="middle" align="left">Spray-dried Eudragit S100 microspheres</td>
<td valign="middle" align="left"><italic>L. rhamnosus</italic> GG</td>
<td valign="middle" align="left">Simulated gastric fluid</td>
<td valign="middle" align="left">Enteric microspheres maintained &gt; 6 log CFU and enabled colonic release.</td>
<td valign="middle" align="left">&gt;6 log CFU retained after SGF with colonic-targeted release.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B47">Ming et&#xa0;al., 2021</xref>)</td>
<td valign="middle" align="left">GelMA-based living bacterial hydrogel</td>
<td valign="middle" align="left"><italic>L. reuteri</italic></td>
<td valign="middle" align="left">Infected wound (mouse)</td>
<td valign="middle" align="left">GelMA hydrogel promoted wound healing and reduced inflammation in topical use.</td>
<td valign="middle" align="left">64% wound-area reduction by day 4 and complete healing by day 10 in infected wounds.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B6">Ajalloueian et&#xa0;al., 2022</xref>)</td>
<td valign="middle" align="left">Multi-layer PLGA&#x2013;pullulan nanofibers</td>
<td valign="middle" align="left"><italic>L. rhamnosus</italic> GG</td>
<td valign="middle" align="left">GI simulation + <italic>in vivo</italic> colonization</td>
<td valign="middle" align="left">PLGA fibers provided controlled intestinal release and improved colonization.</td>
<td valign="middle" align="left">Controlled intestinal release improves probiotic colonization <italic>in vivo</italic>.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B30">Gyawali et&#xa0;al., 2023</xref>)</td>
<td valign="middle" align="left">Polyacrylate resin microcapsules</td>
<td valign="middle" align="left">Mixed probiotics</td>
<td valign="middle" align="left">C57BL/6 mice</td>
<td valign="middle" align="left">Polyacrylate matrix modulated microbiota and enhanced intestinal health.</td>
<td valign="middle" align="left">Enhanced villi height, crypt depth, mucin, and sIgA levels in mice.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B71">Tan L.L. et&#xa0;al., 2023</xref>)</td>
<td valign="middle" align="left">Sodium alginate spheres (beverage use)</td>
<td valign="middle" align="left"><italic>L. rhamnosus</italic> GG; EcN; <italic>B. longum</italic></td>
<td valign="middle" align="left">Acidic beverage matrix</td>
<td valign="middle" align="left">Alginate spheres preserved probiotic viability under acidic/ethanol stress.</td>
<td valign="middle" align="left">Alginate encapsulation significantly improves probiotic viability in acidic sodas and beers, with superior preservation under refrigerated storage.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B12">Bayat et&#xa0;al., 2024</xref>)</td>
<td valign="middle" align="left">PCL&#x2013;PEG&#x2013;PCL triblock copolymer coating</td>
<td valign="middle" align="left"><italic>B. lactis</italic></td>
<td valign="middle" align="left">Cheese matrix</td>
<td valign="middle" align="left">Semi-synthetic coating enhanced storage stability in food systems.</td>
<td valign="middle" align="left">Triblock polymer coating improves probiotic stability during cheese storage.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B26">Fredua-Agyeman, 2024</xref>)</td>
<td valign="middle" align="left">Eudragit L100&#x2013;55 enteric capsules</td>
<td valign="middle" align="left"><italic>L. acidophilus</italic></td>
<td valign="middle" align="left">Simulated gastric fluid</td>
<td valign="middle" align="left">Enteric capsules withstood acid and released cells at intestinal pH.</td>
<td valign="middle" align="left">Enteric capsules achieved ~95% viable cell recovery after coating, resisted gastric fluid, and disintegrated in intestinal conditions for targeted probiotic release.</td>
</tr>
<tr>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B25">FitzGerald et&#xa0;al., 2025</xref>)</td>
<td valign="middle" align="left">MOF capsules (MIL-88A Fe(III) fumarate)</td>
<td valign="middle" align="left"><italic>L. plantarum</italic> 299v</td>
<td valign="middle" align="left">Lysozyme &amp; pepsin stress</td>
<td valign="middle" align="left">MOF shells enhanced acid resistance and maintained viability during digestion.</td>
<td valign="middle" align="left">Iron-fumarate MOF shell enhances resistance to acid and digestive enzymes.</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s3_1">
<label>3.1</label>
<title>Encapsulation in natural biopolymer matrices</title>
<p>Because many probiotic antimicrobial mechanisms, including bacteriocin secretion and SCFA production, are highly sensitive to gastric acidity and bile exposure, natural biopolymer matrices such as alginate, pectin, and chitosan are primarily selected for their ability to buffer pH, preserve membrane integrity, and maintain metabolic activity during gastrointestinal transit.</p>
<p>Biopolymers serve as biocompatible, biodegradable matrices that protect probiotic cells during processing, storage, and gastrointestinal (GI) transit. Among these, sodium alginate is particularly prominent owing to its mild gelation and ability to form stable hydrogels via ionic cross-linking. In alginate, the guluronic acid blocks preferentially bind divalent calcium ions, yielding a three-dimensional &#x201c;egg-box&#x201d; structure that traps viable cells in a semipermeable, water-rich network. It permits metabolite diffusion while shielding the entrapped microorganisms from exposure to acids or bile (<xref ref-type="bibr" rid="B20">Colin et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B75">Tordi et&#xa0;al., 2025</xref>).</p>
<sec id="s3_1_1">
<label>3.1.1</label>
<title>Alginate-based systems</title>
<p>Recent work demonstrates the effectiveness of alginate for probiotic delivery. For example, <italic>L. plantarum</italic> CICC 20022 microencapsulated in alginate retained over 70% viability after simulated gastric and intestinal digestion and preserved antimicrobial efficacy (<xref ref-type="bibr" rid="B87">Zhang et&#xa0;al., 2022</xref>). To further enhance acid and bile resistance, multilayer systems combining alginate with cationic coatings, such as chitosan or poly-L-lysine, have been explored (<xref ref-type="bibr" rid="B73">Thinkohkaew et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B54">Parsana et&#xa0;al., 2023</xref>). For&#xa0;example, chitosan-coated alginate&#x2013;inulin beads loaded with <italic>L.&#xa0;reuteri</italic> SW23 achieved &gt;80% viability at pH 2.0 compared with &lt;40% for free cells (<xref ref-type="bibr" rid="B54">Parsana et&#xa0;al., 2023</xref>). Chitosan layers also enhance mucoadhesion, prolonging residence time in the gut (<xref ref-type="bibr" rid="B73">Thinkohkaew et&#xa0;al., 2024</xref>).</p>
</sec>
<sec id="s3_1_2">
<label>3.1.2</label>
<title>Other polysaccharide-based systems</title>
<p>Beyond alginate, alternative polysaccharide matrices are emerging. Pectin&#x2019;s calcium-mediated gels are well established for colon-targeted delivery because pectin is degraded by colonic enzymes (<xref ref-type="bibr" rid="B67">Siles-S&#xe1;nchez et&#xa0;al., 2024</xref>). Recent designs use alginate&#x2013;pectin composites buffered with CaCO<sub>3</sub> nanocrystals to protect probiotics through the stomach and release them distally, confirming colon-specific degradation and delivery <italic>in vitro</italic> and <italic>in vivo</italic> (<xref ref-type="bibr" rid="B28">Guo et&#xa0;al., 2024</xref>). &#x3ba;-Carrageenan, used alone or hybridized with alginate, enhances survival under GI stresses and withstands freeze-drying. A 2024 study systematically varied the &#x3ba;-carrageenan content in the presence of alginate. It showed improved encapsulation efficiency and post-freeze-drying viability (<xref ref-type="bibr" rid="B56">Premjit et&#xa0;al., 2024</xref>), while dairy applications with alginate&#x2013;carrageenan coatings reported higher survival of <italic>L. acidophilus</italic> and <italic>L. casei</italic> during simulated digestion (<xref ref-type="bibr" rid="B61">Saeed et&#xa0;al., 2024</xref>). Gelatin&#x2013;alginate hybrids have been shown to stabilize probiotic viability during refrigerated storage and even during baking/processing. Alginate/fish gelatin encapsulation of <italic>L. acidophilus</italic> preserved higher viable counts during storage than alginate alone (<xref ref-type="bibr" rid="B31">Hadidi et&#xa0;al., 2021</xref>). Starch-based carriers, including resistant starch, contribute mechanical robustness and function well as blend partners with alginate to tune capsule porosity and water activity. Recent reviews and experimental reports document resistant-starch/alginate systems that improve survival in simulated GI conditions and during storage, and highlight blend-driven control of microstructure and permeability (<xref ref-type="bibr" rid="B58">Rodrigues et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B3">Agriopoulou et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B4">Agriopoulou et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s3_1_3">
<label>3.1.3</label>
<title>Evidence from <italic>in vivo</italic> models</title>
<p>Encapsulation of <italic>L.rhamnosus</italic> GG within pectin-glucose hydrogel beads preserved bacterial viability both <italic>in vitro</italic> and <italic>in vivo</italic>, while enhancing its protective efficacy in a murine intestinal injury model. To investigate the effects of encapsulation on p40 production <italic>in vivo</italic> and the prevention of intestinal inflammation by LGG, Li et&#xa0;al. gavaged mice with LGG-containing beads and treated them with dextran sulphate sodium (DSS) to induce intestinal injury and colitis. Encapsulated LGG demonstrated greater protein production in mice and more substantial protective effects against DSS-induced colonic injury and colitis (<xref ref-type="bibr" rid="B44">Li et&#xa0;al., 2016</xref>).</p>
<p>The work of Hassanen et&#xa0;al. explored the potential protective effect of chitosan-coated <italic>Lactobacillus plantarum</italic> RM1 nanoemulsion (CS-RM1) against aflatoxin M1-induced hepatorenal toxicity in rats. Co-treatment of CS-RM1 with AFM significantly reduced alterations in the evaluated toxicological parameters and improved the microscopic structure of the liver and kidneys (<xref ref-type="bibr" rid="B34">Hassanen et&#xa0;al., 2023</xref>). Similarly, <italic>Pediococcus acidilactici</italic> encapsulated within an alginate-pectin-chitosan matrix exhibited enhanced GI stability and significant hepatoprotective effects in a rat model of bile duct-induced fibrosis (<xref ref-type="bibr" rid="B5">Ahmadi Asouri et&#xa0;al., 2025</xref>).</p>
<p>Although these models validate enhanced probiotic survival and host protection, hepatoprotective and DSS-colitis systems do not directly reproduce chronic MDR infections or biofilm-dominated wound environments, and therefore primarily provide mechanistic rather than translational evidence for AMR therapy.</p>
<p>Collectively, these studies demonstrate that natural polymer matrices such as alginate, pectin, and chitosan not only protect probiotics from acid and bile salt conditions but can also enhance their therapeutic effect <italic>in vivo</italic>. These <italic>in vivo</italic> models do not directly replicate human MDR skin or wound infection conditions, but they do provide some mechanistic data indicating that encapsulation improves probiotic persistence, metabolic production, and host-microbe interactions during physiological stress, providing a necessary foundation for future studies in AMR-relevant infections (<xref ref-type="bibr" rid="B70">Sun Q. et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B77">Vijayaram et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B80">Wang et&#xa0;al., 2024</xref>).</p>
</sec>
<sec id="s3_1_4">
<label>3.1.4</label>
<title>Trade-offs and translational relevance</title>
<p>Natural biopolymers (e.g., alginate, pectin, chitosan) are widely favored due to biocompatibility, mild processing conditions that preserve cell viability, low cost, and food/pharma familiarity. However, they can show batch-to-batch variability, limited mechanical tunability, and less precise control of release kinetics, which can complicate large-scale reproducibility and regulatory standardization. In contrast, synthetic and semi-synthetic polymers (e.g., PLGA, Eudragit<sup>&#xae;</sup>, PVA-based systems) offer predictable manufacturing and tunable degradation/release profiles (including enteric and colon-targeted delivery), but may increase cost and complexity, and some fabrication routes (e.g., organic solvents, high shear, heat) can reduce probiotic viability unless carefully optimized, posing challenges for industrial scalability and cost-efficiency. Therefore, matrix selection should be guided by the intended route (oral/topical), required release profile (rapid vs sustained), and strain sensitivity (acid, oxygen, desiccation) (<xref ref-type="bibr" rid="B3">Agriopoulou et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B70">Sun Q. et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B77">Vijayaram et&#xa0;al., 2024</xref>).</p>
<p>In combination, these biopolymer systems not only maintain probiotic viability under harsh GI or antibiotic-associated stress, but also support functional activity post-release, such as organic acid or bacteriocin production. Choice of encapsulant (alginate, chitosan, pectin, carrageenan, gelatin, or starch) influences mechanical strength, degradation rate, and release kinetics, enabling tailored delivery routes (oral, topical, vaginal) for specific probiotic applications and supporting the rational translation of encapsulated probiotics from laboratory models to clinically relevant AMR settings (<xref ref-type="bibr" rid="B79">Wang et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B3">Agriopoulou et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B70">Sun Q. et&#xa0;al., 2023</xref>).</p>
</sec>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Encapsulation in semi-synthetic and synthetic polymers</title>
<p>For strains whose antimicrobial activity depends on sustained bacteriocin release, oxygen sensitivity, or site-specific intestinal delivery, semi-synthetic and synthetic polymers such as PLGA, Eudragit<sup>&#xae;</sup>, and PVA-based systems offer tunable release kinetics, oxygen-barrier properties, and enteric protection that directly align encapsulation design with probiotic functional mechanisms.</p>
<p>Semi-synthetic and synthetic polymers extend the scope of probiotic encapsulation beyond the structural and chemical limitations of natural biopolymers by providing tunable mechanical strength, precise release control, and enhanced resistance to acidic and enzymatic degradation. Hybrid formulations that combine natural and synthetic components bridge biocompatibility with improved physicochemical stability (<xref ref-type="bibr" rid="B70">Sun Q. et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B77">Vijayaram et&#xa0;al., 2024</xref>). Polyvinyl alcohol (PVA)&#x2013;alginate hybrids and other PVA-based fibers enhance the robustness of probiotics under acidic/GI) conditions, while encapsulation can preserve antimicrobial (bacteriocin) activity. Together, these findings support semi-synthetic reinforcement for probiotic protection (<xref ref-type="bibr" rid="B35">Ilomuanya et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B83">Yilmaz et&#xa0;al., 2020</xref>).</p>
<p>Poly(lactic-co-glycolic acid) (PLGA) is among the most widely used synthetic polymers for enteric and colon-targeted probiotic delivery owing to its biodegradability and regulatory approval. PLGA micro- and nanoparticles effectively protect encapsulated cells from gastric acidity and enable pH-responsive release in the intestine (<xref ref-type="bibr" rid="B80">Wang et&#xa0;al., 2024</xref>). Multilayer PLGA&#x2013;pullulan&#x2013;PLGA electrospun fibers carrying <italic>L. rhamnosus</italic> GG preserved viability during gastrointestinal simulation and supported intestinal colonization <italic>in vivo</italic> (<xref ref-type="bibr" rid="B6">Ajalloueian et&#xa0;al., 2022</xref>). PLGA carriers improve acid tolerance and enable controlled intestinal release of <italic>L. plantarum</italic> and <italic>L. rhamnosus</italic>, though solvent-based fabrication can reduce viability (<xref ref-type="bibr" rid="B70">Sun Q. et&#xa0;al., 2023</xref>).</p>
<p>Beyond PLGA and PVA, fully synthetic polymers have also been used for controlled probiotic release. Methacrylate copolymers such as Eudragit<sup>&#xae;</sup> provide reliable enteric protection by remaining intact under gastric acidity and dissolving at intestinal pH, enabling site-specific delivery of <italic>Lactobacilli</italic> and <italic>Bifidobacteria</italic>. For example, enteric-coated capsules with Eudragit L100&#x2013;55 did not disintegrate in simulated gastric fluid and were designed for release in the intestine, confirming the suitability of methacrylate coatings for oral probiotic delivery (<xref ref-type="bibr" rid="B26">Fredua-Agyeman, 2024</xref>). Microencapsulation with Eudragit S100 has likewise maintained viable probiotic counts above 6 log CFU mL<sup>&#x2212;1</sup> after simulated gastric exposure, further evidencing gastric protection and downstream release (<xref ref-type="bibr" rid="B7">Akanny et&#xa0;al., 2020</xref>). In contrast, specific PEG&#x2013;PVP multilayer carriers with quantified probiotic benefits are sparsely documented. Recent work instead supports PEG-containing synthetic matrices, such as PCL-PEG-PCL coatings in dairy systems, which improved the stability of formulated probiotics during storage and processing (<xref ref-type="bibr" rid="B12">Bayat et&#xa0;al., 2024</xref>). Contemporary reviews concur that PEG and PVP are explored as moisture-stabilizing, fully synthetic excipients within probiotic encapsulation toolkits, but emphasize that detailed strain-level performance still depends on formulation and process variables (<xref ref-type="bibr" rid="B3">Agriopoulou et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B70">Sun Q. et&#xa0;al., 2023</xref>). Probiotics microencapsulated in a polyacrylate resin matrix exhibited superior gut-protective effects in C57BL/6 mice compared with non-encapsulated controls. In the study by Gyawali et&#xa0;al., mice were fed encapsulated <italic>Lactobacillus paracasei</italic> for four weeks, which significantly increased mucin production and secretory immunoglobulin A, thereby enhancing intestinal health and favorably modulating the microbiota composition (<xref ref-type="bibr" rid="B30">Gyawali et&#xa0;al., 2023</xref>). In a related approach, <italic>L. rhamnosus was encapsulated in Pullulan nanofibers</italic>, with two electrospun PLGA layers covering it. The study showed that LGG, delivered by a construct, was able to survive and recover from all segments of the simulated gastrointestinal (<xref ref-type="bibr" rid="B6">Ajalloueian et&#xa0;al., 2022</xref>). Together, these studies highlight that synthetic and hybrid polymeric matrices can complement natural biopolymers by offering controlled release profiles, enhanced stability, and synergistic prebiotic&#x2013;probiotic functionality for intestinal health applications.</p>
</sec>
</sec>
<sec id="s4" sec-type="conclusions">
<label>4</label>
<title>Conclusion and future outlook</title>
<p>Probiotics represent a promising biological alternative for combating antimicrobial resistance through direct pathogen inhibition, competition, metabolite production, and immune modulation. The combination of these mechanisms enables probiotics to act as ecological stabilizers and biochemical antagonists against MDR bacteria such as <italic>S. aureus</italic> and <italic>P. aeruginosa</italic>. Regardless of these varied antimicrobial and immunomodulatory effects, the effectiveness of probiotics depends upon the survival of the metabolically active cells and the maintenance of bioactive compounds secreted. Most of the described mechanisms above can be severely sensitive to environmental forces, e.g., gastric acidity, bile salts, oxidative stress, and antibiotic exposure. These limitations give a direct mechanistic explanation of how specific encapsulation mechanisms are developed to safeguard special probiotic functions.</p>
<p>Encapsulation technologies, particularly those based on alginate and other biopolymers, have addressed many of these limitations by enhancing probiotic stability and allowing controlled, site-specific release. These encapsulated formulations preserve probiotic activity under antibiotic stress, facilitating their synergistic use with conventional antimicrobial therapies (<xref ref-type="bibr" rid="B28">Guo et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B45">Liu et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B57">Rao et&#xa0;al., 2025</xref>).</p>
<p>Mechanism-aware encapsulation- including pH-responsive matrices for acid-labile strains, sustained-release systems for bacteriocins, oxygen-barrier coatings for anaerobic species provides a basis for alignment of probiotic functions with delivery system design. For example, oxygen-sensitive probiotics such as <italic>Bifidobacterium</italic> spp. benefit from the oxygen-barrier encapsulation system or from Bacteriocin-producing strains such as <italic>L. plantarum</italic> (<xref ref-type="bibr" rid="B28">Guo et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B45">Liu et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B32">Han et&#xa0;al., 2024</xref>).</p>
<p>Future probiotic therapeutics will increasingly rely on mechanism-aware encapsulation design rather than generic protective matrices. As evidence accumulates that bacteriocin secretion, SCFA production, immunomodulatory signaling, and oxidative stress tolerance are highly strain-specific and environment-dependent, delivery systems must be engineered to preserve these functional traits. pH-responsive antacid systems, ROS-scavenging nanocoatings, biofilm-mimetic carriers, and colon-targeted polysaccharide composites represent a shift from passive protection toward biologically intelligent delivery platforms. Integration of multi-omics profiling for strain selection with rational material engineering will enable personalized probiotic formulations tailored to specific disease niches such as chronic wounds, inflammatory bowel disease, and MDR infections (<xref ref-type="bibr" rid="B85">Zarali et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B29">Guti&#xe9;rrez-Fern&#xe1;ndez et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B57">Rao et&#xa0;al., 2025</xref>). In practical terms, multi-omics-guided strain selection involves integrating genomic signatures of bacteriocin operons, transcriptomic stress-response profiles, metabolomic fingerprints of antimicrobial metabolite production, and proteomic data on adhesion and immune-modulatory factors to rationally match probiotic strains with carrier systems that preserve their dominant therapeutic functions.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>UK: Writing &#x2013; original draft, Data curation, Investigation, Validation, Formal analysis, Writing &#x2013; review &amp; editing. DS: Investigation, Formal analysis, Writing &#x2013; review &amp; editing, Validation, Writing &#x2013; original draft, Data curation. DK: Writing &#x2013; original draft, Investigation. AR: Writing &#x2013; review &amp; editing, Visualization. GH: Conceptualization, Writing &#x2013; review &amp; editing, Supervision.</p></sec>
<sec id="s7" 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="s8" 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&#xa0;you identify any issues, please contact us.</p></sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
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<fn-group>
<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/1119744">Muhammad Usman Munir</ext-link>, Jouf University, Saudi Arabia</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3296525">Muhammad Safeer Abbas</ext-link>, Hefei University of Technology, China</p></fn>
</fn-group>
</back>
</article>