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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2023.1274122</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Probiotics for the prevention and treatment of COVID-19: a rapid systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Sohail</surname>
<given-names>Aruba</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Cheema</surname>
<given-names>Huzaifa Ahmad</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="c002" ref-type="corresp"><sup>&#x002A;</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Mithani</surname>
<given-names>Maidah Sohail</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Shahid</surname>
<given-names>Abia</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Nawaz</surname>
<given-names>Ahmad</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2428926/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Hermis</surname>
<given-names>Alaa Hamza</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Chinnam</surname>
<given-names>Sampath</given-names>
</name>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Nashwan</surname>
<given-names>Abdulqadir J.</given-names>
</name>
<xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Cherrez-Ojeda</surname>
<given-names>Ivan</given-names>
</name>
<xref rid="aff6" ref-type="aff"><sup>6</sup></xref>
<xref rid="aff7" ref-type="aff"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Awan</surname>
<given-names>Rehmat Ullah</given-names>
</name>
<xref rid="aff8" ref-type="aff"><sup>8</sup></xref>
<xref rid="fn0002" ref-type="author-notes"><sup>&#x2021;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Ahmad</surname>
<given-names>Sharjeel</given-names>
</name>
<xref rid="aff9" ref-type="aff"><sup>9</sup></xref>
<xref rid="fn0002" ref-type="author-notes"><sup>&#x2021;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Medicine, Dow University of Health Sciences</institution>, <addr-line>Karachi</addr-line>, <country>Pakistan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Division of Infectious Diseases, Department of Medicine, King Edward Medical University</institution>, <addr-line>Lahore</addr-line>, <country>Pakistan</country></aff>
<aff id="aff3"><sup>3</sup><institution>Nursing Department, Al-Mustaqbal University College</institution>, <addr-line>Hillah, Babylon</addr-line>, <country>Iraq</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Chemistry, M. S. Ramaiah Institute of Technology (Affiliated to Visvesvaraya Technological University, Belgaum)</institution>, <addr-line>Bengaluru, Karnataka</addr-line>, <country>India</country></aff>
<aff id="aff5"><sup>5</sup><institution>Hamad Medical Corporation</institution>, <addr-line>Doha</addr-line>, <country>Qatar</country></aff>
<aff id="aff6"><sup>6</sup><institution>Respiralab Research Center</institution>, <addr-line>Guayaquil</addr-line>, <country>Ecuador</country></aff>
<aff id="aff7"><sup>7</sup><institution>Universidad Esp&#x00ED;ritu Santo</institution>, <addr-line>Guayaquil</addr-line>, <country>Ecuador</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Medicine, Ochsner Rush Medical Center</institution>, <addr-line>Meridian, MS</addr-line>, <country>United States</country></aff>
<aff id="aff9"><sup>9</sup><institution>Department of Medicine, Section of Infectious Diseases, University of Illinois College of Medicine at Peoria</institution>, <addr-line>Peoria, IL</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0003">
<p>Edited by: George Grant, University of Aberdeen, United Kingdom</p>
</fn>
<fn fn-type="edited-by" id="fn0004">
<p>Reviewed by: Giovanni Tarantino, University of Naples Federico II, Italy; Gabriella d'Ettorre, Sapienza University of Rome, Italy</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Abdulqadir J. Nashwan, <email>anashwan@hamad.qa</email></corresp>
<corresp id="c002">Huzaifa Ahmad Cheema, <email>huzaifaahmadcheema@gmail.com</email></corresp>
<fn fn-type="equal" id="fn0001">
<p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="equal" id="fn0002">
<p><sup>&#x2021;</sup>These authors have contributed equally to this work and share senior authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1274122</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>10</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Sohail, Cheema, Mithani, Shahid, Nawaz, Hermis, Chinnam, Nashwan, Cherrez-Ojeda, Awan and Ahmad.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Sohail, Cheema, Mithani, Shahid, Nawaz, Hermis, Chinnam, Nashwan, Cherrez-Ojeda, Awan and Ahmad</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Although numerous modalities are currently in use for the treatment and prophylaxis of COVID-19, probiotics are a cost-effective alternative that could be used in diverse clinical settings. Hence, we conducted a meta-analysis to investigate the role of probiotics in preventing and treating COVID-19 infection.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>We searched several databases from inception to 30 May 2023 for all randomized controlled trials (RCTs) and comparative observational studies that evaluated probiotics (irrespective of the regimen) for the treatment or prevention of COVID-19. We conducted our meta-analysis using RevMan 5.4 with risk ratio (RR) and mean difference (MD) as the effect measures.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>A total of 18 studies (11 RCTs and 7 observational studies) were included in our review. Probiotics reduced the risk of mortality (RR 0.40; 95% CI: 0.25&#x2013;0.65, I<sup>2</sup> =&#x2009;0%). Probiotics also decreased the length of hospital stay, rate of no recovery, and time to recovery. However, probiotics had no effect on the rates of ICU admission. When used prophylactically, probiotics did not decrease the incidence of COVID-19 cases (RR 0.65; 95% CI: 0.37&#x2013;1.12; I<sup>2</sup>&#x2009;=&#x2009;66%). The results for all outcomes were consistent across the subgroups of RCTs and observational studies (<italic>P</italic> for interaction &#x003E;0.05).</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The results of this meta-analysis support the use of probiotics as an adjunct treatment for reducing the risk of mortality or improving other clinical outcomes in patients with COVID-19. However, probiotics are not useful as a prophylactic measure against COVID-19. Large-scale RCTs are still warranted for determining the most efficacious and safe probiotic strains.</p>
</sec>
<sec id="sec4a">
<title>Systematic Review Registration</title>
<p>PROSPERO (CRD42023390275: <ext-link xlink:href="https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=390275" ext-link-type="uri">https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=390275</ext-link>).</p>
</sec>
</abstract>
<kwd-group>
<kwd>probiotics</kwd>
<kwd>COVID-19</kwd>
<kwd>SARS-CoV-2</kwd>
<kwd>synbiotics</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="48"/>
<page-count count="6"/>
<word-count count="4326"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition and Microbes</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1.</label>
<title>Introduction</title>
<p>New variants of COVID-19 continue to be reported worldwide significantly impacting morbidity and mortality. Thus, research to investigate novel treatment modalities still holds significance in the clinical setting. Numerous therapies have been investigated for treating COVID-19 (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>); however, questionable efficacy or safety, high costs, and the need for parenteral administration are among the issues that limit the widespread use of many of these agents (<xref ref-type="bibr" rid="ref3 ref4 ref5 ref6">3&#x2013;6</xref>). Probiotics can be a cost-effective alternative that could be used in diverse clinical settings.</p>
<p>Probiotics are defined as &#x201C;live microorganisms that when administered in adequate amounts, confer a health benefit on the host (<xref ref-type="bibr" rid="ref7">7</xref>).&#x201D; Clinical trials have shown the efficacy of single or multiple strains of probiotics in the management of respiratory tract infections (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>). Recently, the use of probiotics for COVID-19 has also been proposed (<xref ref-type="bibr" rid="ref10">10</xref>); however, the efficacy of probiotics in the treatment of COVID-19 remains inconclusive. Previous meta-analyses either did not include several key studies or only assessed the effect of probiotics on a limited number of clinical outcomes which limits the applicability of their findings (<xref ref-type="bibr" rid="ref11 ref12 ref13">11&#x2013;13</xref>). In this meta-analysis, we have thus included all the studies available in the literature to investigate the role of probiotics in preventing and treating COVID-19 infection.</p>
</sec>
<sec sec-type="methods" id="sec6">
<label>2.</label>
<title>Methods</title>
<p>Our meta-analysis was registered with PROSPERO (CRD42023390275) and conducted by following the recommendations of Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) (<xref ref-type="bibr" rid="ref14">14</xref>).</p>
<sec id="sec7">
<label>2.1.</label>
<title>Search strategy</title>
<p>We searched MEDLINE (via PubMed), Embase, the Cochrane Library, and <ext-link xlink:href="http://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link> from inception to 30 May 2023, without using any filters or restrictions. The search strategy consisted of the following terms: (&#x201C;COVID-19&#x2032;&#x2032; or &#x201C;coronavirus disease 2019&#x2032;&#x2032; or &#x201C;novel coronavirus&#x201D; or &#x201C;SARS-CoV-2&#x2032;&#x2032;) AND (&#x201C;probiotics&#x201D; or &#x201C;<italic>S. thermophilus</italic>&#x201D; or &#x201C;<italic>L.acidophilus</italic>&#x201D; or &#x201C;synbiotics&#x201D; or &#x201C;<italic>Lactobacillus rhamnosus</italic> GG&#x201D; or &#x201C;SIM01&#x201D; or &#x201C;<italic>Bifidobacterium</italic>&#x201D;). Reference lists of relevant articles were also manually screened to retrieve additional relevant studies. A partial search of Google Scholar was conducted to find any relevant grey literature.</p>
</sec>
<sec id="sec8">
<label>2.2.</label>
<title>Study selection and eligibility criteria</title>
<p>All the literature obtained from our searches was imported into Mendeley Desktop 1.19.8 and duplicates were removed. The remaining articles were subjected to a rigorous screening process by two independent reviewers. The inclusion criteria were: (1) study design: randomized controlled trials (RCTs) and comparative observational studies; (2) population: patients with COVID-19 irrespective of age or disease severity; (3) intervention: probiotics (irrespective of the regimen) used to treat or prevent COVID-19; and (4) comparator: placebo or standard care.</p>
</sec>
<sec id="sec9">
<label>2.3.</label>
<title>Data extraction and outcomes</title>
<p>We extracted all information relating to the study characteristics such as author names, location, study population, details of intervention and comparator groups, and our outcomes of interest. The primary outcome was the risk of all-cause mortality, while the secondary outcomes included the rates of ICU admission, length of hospital stay, time to recovery, and the rate of no recovery. For studies that assessed the use of probiotics as a prophylactic measure against COVID-19, our outcome was the incidence of COVID-19 cases.</p>
</sec>
<sec id="sec10">
<label>2.4.</label>
<title>Quality assessment</title>
<p>For the quality assessment, the revised Cochrane Risk of Bias Tool (RoB 2.0) (<xref ref-type="bibr" rid="ref15">15</xref>) was used for RCTs, while the Newcastle Ottawa Scale (NOS) was used for observational studies (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
</sec>
<sec id="sec11">
<label>2.5.</label>
<title>Data analysis</title>
<p>We conducted our meta-analysis using RevMan 5.4 with risk ratio (RR) and mean difference (MD) as the effect measures for categorical and continuous variables, respectively. We utilized a random-effects model as we anticipated our included studies to be substantially heterogeneous (<xref ref-type="bibr" rid="ref17">17</xref>). We evaluated heterogeneity using the Chi<sup>2</sup> test and the I<sup>2</sup> statistic. We conducted a subgroup analysis for all of our outcomes on the basis of the type of study (RCT vs. observational study). In addition, we conducted a sensitivity analysis on our primary outcome by excluding Shah et al. (<xref ref-type="bibr" rid="ref18">18</xref>) which combined probiotics with a systemic enzyme complex. We could not assess publication bias as no outcome included 10 studies or more.</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<label>3.</label>
<title>Results</title>
<sec id="sec13">
<label>3.1.</label>
<title>Search results and study characteristics</title>
<p>We included 18 studies (11 RCTs and 7 observational studies) in our review (<xref ref-type="bibr" rid="ref18 ref19 ref20 ref21 ref22 ref23 ref24 ref25 ref26 ref27 ref28 ref29 ref30 ref31 ref32 ref33 ref34 ref35">18&#x2013;35</xref>). The details of the screening process are presented in <xref rid="fig1" ref-type="fig">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA 2020 flowchart.</p>
</caption>
<graphic xlink:href="fnut-10-1274122-g001.tif"/>
</fig>
<p>Most of the studies had small sample sizes while the retrospective cohort study by Louca et al. was the largest with 445,850 subjects (<xref ref-type="bibr" rid="ref33">33</xref>). The studies employed a variety of probiotic regimens and most used standard of care as the comparator. The detailed characteristics of each study are presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>.</p>
</sec>
<sec id="sec14">
<label>3.2.</label>
<title>Risk of bias assessment</title>
<p>Two trials were at a high risk of bias, only one was at a low risk of bias, and the rest had some concerns of bias (<xref rid="fig2" ref-type="fig">Figure 2</xref>). The most frequent bias was in the randomization process. Of the observational studies, only two were deemed to be of high quality (<xref rid="tab1" ref-type="table">Table 1</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Quality assessment of included trials.</p>
</caption>
<graphic xlink:href="fnut-10-1274122-g002.tif"/>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Quality assessment of observational studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study</th>
<th align="center" valign="top" colspan="4">Selection</th>
<th align="center" valign="top" colspan="2">Comparability</th>
<th align="center" valign="top" colspan="3">Outcome</th>
<th align="center" valign="top">Total</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">S1</th>
<th align="center" valign="top">S2</th>
<th align="center" valign="top">S3</th>
<th align="center" valign="top">S4</th>
<th align="center" valign="top" colspan="2">C</th>
<th align="center" valign="top">O1</th>
<th align="center" valign="top">O2</th>
<th align="center" valign="top">O3</th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Li et al. (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td/>
<td/>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">7&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Louca et al. (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td/>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td/>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">7&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Trinchieri et al. (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td/>
<td/>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">7&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Zhang et al. (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
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<td align="center" valign="top">9&#x002A;</td>
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<td align="left" valign="top">Ceccarelli et al. (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
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<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">8&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Ceccarelli et al. (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
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<td/>
<td/>
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<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">7&#x002A;</td>
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<td align="left" valign="top">d&#x2019;Ettorre et al. (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="center" valign="top">&#x002A;</td>
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<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">&#x002A;</td>
<td align="center" valign="top">7&#x002A;</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec15">
<label>3.3.</label>
<title>Results of the meta-analysis</title>
<p>The results of our meta-analysis showed that probiotics reduced the risk of mortality (RR 0.40; 95% CI: 0.25&#x2013;0.65, I<sup>2</sup> =&#x2009;0%; <xref rid="fig3" ref-type="fig">Figure 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Effect of probiotics on all-cause mortality in COVID-19 patients.</p>
</caption>
<graphic xlink:href="fnut-10-1274122-g003.tif"/>
</fig>
<p>Probiotics had no effect on the rates of ICU admission (RR 0.79; 95% CI: 0.52&#x2013;1.20; I<sup>2</sup> =&#x2009;0%; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). The length of hospital stay was significantly reduced with probiotics (MD -2.52&#x2009;days; 95% CI: &#x2212;4.66 to &#x2212;0.38&#x2009;days; I<sup>2</sup> =&#x2009;67%; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). Probiotics reduced the rate of no recovery (RR 0.66; 95% CI: 0.55&#x2013;0.78; I<sup>2</sup> =&#x2009;0%; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>) and decreased the time to recovery (MD -2.18&#x2009;days; 95% CI: &#x2212;3.87 to &#x2212;0.48&#x2009;days; I<sup>2</sup> =&#x2009;82%; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>). When taken prophylactically, probiotics did not decrease the incidence of COVID-19 cases (RR 0.65; 95% CI: 0.37&#x2013;1.12; I<sup>2</sup> =&#x2009;66%; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>). The results for all outcomes were consistent across the subgroups of RCTs and observational studies (<italic>P</italic> for interaction &#x003E;0.05).</p>
<p>Sensitivity analysis by excluding Shah et al. (<xref ref-type="bibr" rid="ref18">18</xref>) which combined probiotics with a systemic enzyme complex produced no significant changes in the results of the length of hospital stay (MD -3.47&#x2009;days; 95% CI: &#x2212;5.22 to &#x2212;1.72&#x2009;days; I<sup>2</sup> =&#x2009;0%) and recovery time (MD -2.49&#x2009;days; 95% CI: &#x2212;4.51 to &#x2212;0.48&#x2009;days; I<sup>2</sup> =&#x2009;83%).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec16">
<label>4.</label>
<title>Discussion</title>
<p>To the best of our knowledge, this is the most comprehensive meta-analysis to date which evaluates the therapeutic efficacy of probiotics in treating and preventing COVID-19. A previous meta-analysis by Neris Almeida Viana et al. assessed only the symptomatic recovery of COVID-19 patients and did not include several large and important studies (<xref ref-type="bibr" rid="ref11">11</xref>). Other meta-analyses also have an outdated search and did not include several recent studies (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref13">13</xref>). Moreover, none of these meta-analyses evaluated the role of probiotics as a prophylactic therapy. In this study, we assessed several important clinical outcomes such as mortality and ICU admission, which increases the reliability of our conclusions regarding the efficacy of probiotics. The primary findings of our study indicate that probiotics are effective in reducing the risk of mortality in COVID-19 patients by 60%. Probiotics also decreased the duration of hospitalization and recovery time. However, no benefit was found when given as prophylaxis for COVID-19.</p>
<p>The effectiveness of probiotics in therapy can be explained through intricate pathways and potential anatomical connections, primarily involving the gut-lung axis (GLA) (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>). The mesenteric lymphatic system serves as the conduit between the intestines and the lungs, facilitating the passage of intact bacteria, their components, or metabolites across the intestinal barrier into the systemic circulation. This process can subsequently impact the immune response within the lungs (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref39">39</xref>). Dysbiosis in the gut microbiota has been documented in individuals with COVID-19, and this dysbiosis may arise either as a result of the COVID-19 infection itself or due to the antiviral medications administered during treatment (<xref ref-type="bibr" rid="ref40">40</xref>). Consequently, the use of probiotics in COVID-19 patients could potentially offer advantages in preserving the equilibrium of the gut microbiota (<xref ref-type="bibr" rid="ref10">10</xref>). In addition to their effects within the gastrointestinal tract, probiotics have demonstrated the potential to confer health benefits through various mechanisms. These mechanisms encompass immunomodulation, the maintenance of epithelial barrier function, and the modulation of signal transduction pathways (<xref ref-type="bibr" rid="ref41">41</xref>). Therefore, probiotics may improve the clinical outcomes in COVID-19 patients along with other COVID-19 symptoms like diarrhea.</p>
<p>Numerous treatment modalities such as antivirals, immunomodulatory agents, monoclonal antibodies, repurposed drugs, and herbal therapies have been investigated for COVID-19 since the beginning of the pandemic (<xref ref-type="bibr" rid="ref42 ref43 ref44 ref45 ref46">42&#x2013;46</xref>). However, many factors such as low availability, high costs, and questionable efficacy hinder their widespread use (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref47">47</xref>, <xref ref-type="bibr" rid="ref48">48</xref>). Thus, probiotics prove to be an efficacious, inexpensive, and readily available treatment alternative for COVID-19. However, the findings of our study do not support the use of probiotics for prophylaxis as the association with the incidence of COVID-19 cases was reported to be insignificant. Future research should evaluate the efficacy of probiotics against newer COVID-19 variants as well as comparative efficacy in relation to other treatment modalities.</p>
<p>Several limitations should be considered when interpreting the findings of our study. First, this is a pooled analysis of individual studies, and a patient-level analysis was not conducted as we did not have access to the individual patient data. Second, the inclusion of observational studies might have introduced confounding bias; however, this was mitigated by pooling RCTs separately from observational studies. Third, the considerable heterogeneity in the population and intervention across the included studies in terms of disease severity, and composition and dose of probiotics precluded any attempts to conduct subgroup analyses on these potential effect modifiers. Therefore, our results may not be generalizable to some probiotic strains or a spectrum of disease severity. Lastly, only a few included studies were of high quality as most demonstrated poor internal validity.</p>
<p>In conclusion, treatment with probiotics contributes to improved clinical outcomes including a decreased mortality rate and faster recovery. However, further large-scale trials are warranted for determining the most efficacious probiotic strains and regimens and evaluating the safety of these regimens.</p>
</sec>
<sec sec-type="data-availability" id="sec17">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="sec18">
<title>Author contributions</title>
<p>ArS: Conceptualization, Data curation, Formal analysis, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. HC: Conceptualization, Data curation, Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MM: Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AbS: Data curation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AhN: Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AH: Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SC: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AbN: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. IC-O: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. RA: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SA: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec19">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec20">
<title>Conflict of interest</title>
<p>AN was employed by Hamad Medical Corporation.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec21">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnut.2023.1274122/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnut.2023.1274122/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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