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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">682656</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2021.682656</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Orally Administered Probiotics Decrease <italic>Aggregatibacter actinomycetemcomitans</italic> but Not Other Periodontal Pathogenic Bacteria Counts in the Oral Cavity: A Systematic Review and Meta-Analysis</article-title>
<alt-title alt-title-type="left-running-head">Sang-Ngoen et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Orally Administered Probiotics&#x2014;Meta-Analysis</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Sang-Ngoen</surname>
<given-names>Thanyaporn</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1274203/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Czumbel</surname>
<given-names>L&#xe1;szl&#xf3; M&#xe1;rk</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1037089/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sadaeng</surname>
<given-names>Wuttapon</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1273799/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mik&#xf3;</surname>
<given-names>Alexandra</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/780778/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>N&#xe9;meth</surname>
<given-names>D&#xe1;vid Istv&#xe1;n</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>M&#xe1;trai</surname>
<given-names>P&#xe9;ter</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hegyi</surname>
<given-names>P&#xe9;ter</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/987044/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>T&#xf3;th</surname>
<given-names>Barbara</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1067037/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Csupor</surname>
<given-names>Dezs&#x151;</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/508894/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kiss</surname>
<given-names>Istv&#xe1;n</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1421530/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Szab&#xf3;</surname>
<given-names>Andrea</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gerber</surname>
<given-names>G&#xe1;bor</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/30229/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Varga</surname>
<given-names>G&#xe1;bor</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/425436/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ker&#xe9;mi</surname>
<given-names>Be&#xe1;ta</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1118870/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Department of Oral Biology, Semmelweis University, <addr-line>Budapest</addr-line>, <country>Hungary</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Szent&#x00E1;gothai Research Centre, Institute for Translational Medicine, Medical School, University of P&#xe9;cs, <addr-line>P&#xe9;cs</addr-line>, <country>Hungary</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Centre for Translational Medicine, Semmelweis University, <addr-line>Budapest</addr-line>, <country>Hungary</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>Division of Pancreatic Diseases, Heart and Vascular Center, Semmelweis University, <addr-line>Budapest</addr-line>, <country>Hungary</country>
</aff>
<aff id="aff5">
<label>
<sup>5</sup>
</label>Department of Clinical Pharmacy, Faculty of Pharmacy, University of Szeged, <addr-line>Szeged</addr-line>, <country>Hungary</country>
</aff>
<aff id="aff6">
<label>
<sup>6</sup>
</label>Department of Public Health Medicine, Medical School, University of P&#xe9;cs, <addr-line>P&#xe9;cs</addr-line>, <country>Hungary</country>
</aff>
<aff id="aff7">
<label>
<sup>7</sup>
</label>Department of Public Health, Faculty of Medicine, University of Szeged, <addr-line>Szeged</addr-line>, <country>Hungary</country>
</aff>
<aff id="aff8">
<label>
<sup>8</sup>
</label>Department of Anatomy, Histology and Embryology, Semmelweis University, <addr-line>Budapest</addr-line>, <country>Hungary</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1058347/overview">Predrag Sikiric</ext-link>, University of Zagreb, Croatia</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/883311/overview">Rinaldo Pellicano</ext-link>, Molinette Hospital, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/801642/overview">Dan-Lucian Dumitra&#x015F;cu</ext-link>, Iuliu Ha&#x0163;ieganu University of Medicine and Pharmacy, Romania</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Be&#xe1;ta Ker&#xe9;mi, <email>keremi.beata@dent.semmelweis-univ.hu</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work and share last authorship</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Pharmacology of Infectious Diseases, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>682656</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>03</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>07</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Sang-Ngoen, Czumbel, Sadaeng, Mik&#xf3;, N&#xe9;meth, M&#xe1;trai, Hegyi, T&#xf3;th, Csupor, Kiss, Szab&#xf3;, Gerber, Varga and Ker&#xe9;mi.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Sang-Ngoen, Czumbel, Sadaeng, Mik&#xf3;, N&#xe9;meth, M&#xe1;trai, Hegyi, T&#xf3;th, Csupor, Kiss, Szab&#xf3;, Gerber, Varga and Ker&#xe9;mi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<bold>Introduction:</bold> At the initial part of the gastrointestinal tract, multiple tissues serve the normal function of food delivery. Periodontal structures are integral elements of these. When they deteriorate, it is extremely challenging to regenerate and reconstruct them. The conventional intervention for periodontal disease is scaling and root planning with the aim of reducing pathogenic bacteria. However, periodontal pathogens can rapidly recolonize treated areas. Probiotics have been proposed as novel tools for managing oral health by suppressing pathogenic bacteria through their anti-inflammatory effect, but the available data are controversial.</p>
<p>
<bold>Aim:</bold> Therefore, we performed a meta-analysis to study the effect of probiotics on periodontal pathogenic bacteria.</p>
<p>
<bold>Methods:</bold> The study was registered in PROSPERO under registration number CRD42018094903. A comprehensive literature search from four electronic databases (PubMed, Cochrane CENTRAL, Embase, and Web of Science) yielded nine eligible records for statistical analysis. Studies measuring bacterial counts in saliva and supra- and subgingival plaque were included. Bacterial counts were analyzed using standard mean difference (SMD) and by a random effects model with the DerSimonian&#x2013;Laird estimation.</p>
<p>
<bold>Results:</bold> The results showed a significant decrease in the overall count of <italic>Aggregatibacter actinomycetemcomitans</italic> in the probiotic-treated group compared to the control at 4&#x20;weeks (SMD: &#x2212;0.28; 95% CI: &#x2212;0.56&#x2013;&#x2212;0.01; <italic>p</italic>&#x20;&#x3d; 0.045) but not later. Analyzing the bacterial counts in subgroups, namely, in saliva and supra- and subgingival plaque, separately, yielded no significant difference. Probiotics had no significant effect on the overall count of <italic>Porphyromonas gingivalis</italic> at 4&#x20;weeks (SMD: &#x2212;0.02; 95% CI: &#x2212;0.35&#x2212;0.31; <italic>p</italic>&#x20;&#x3d; 0.914) or later. Subgroup analysis also revealed no significant difference between treatment and control groups nor did probiotics significantly decrease the overall and subgroup bacterial counts of <italic>Prevotella intermedia</italic>, <italic>Tannerella forsythia</italic>, and <italic>Fusobacterium nucleatum</italic>.</p>
<p>
<bold>Conclusion:</bold> Our data support the beneficial effect of probiotics in reducing <italic>A. actinomycetemcomitans</italic> counts, but not of other key periodontal pathogenic bacteria in periodontal disease patients. However, due to the complex mechanism associated with periodontal disease and the limitations of the available studies, there is a further need for well-designed randomized clinical trials to assess the efficacy of probiotics.</p>
</abstract>
<kwd-group>
<kwd>probiotics</kwd>
<kwd>
<italic>Aggregatibacter actinomycetemcomitans</italic>
</kwd>
<kwd>periodontal disease</kwd>
<kwd>bacterium</kwd>
<kwd>
<italic>Porphyromonas gingivalis</italic>
</kwd>
<kwd>
<italic>Tannerella forsythia</italic>
</kwd>
<kwd>
<italic>Prevotella intermedia</italic>
</kwd>
<kwd>
<italic>Fusobacterium nucleatum</italic>
</kwd>
</kwd-group>
<contract-num rid="cn001">EFOP-3.6.2-16-2017-00006 2020-4.1.1.-TKP2020&#x20;EFOP-3.6.1-16-2016-00022</contract-num>
<contract-sponsor id="cn001">Emberi Eroforr&#xe1;sok Miniszt&#xe9;riuma<named-content content-type="fundref-id">10.13039/501100005881</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Nemzeti Fejleszt&#xe9;si Miniszt&#xe9;rium<named-content content-type="fundref-id">10.13039/501100005909</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>In the oral cavity, at the entrance to the gastrointestinal tract, multiple tissues serve the normal function of food delivery. Periodontal structures are integral elements of these. It is extremely challenging to regenerate and reconstruct them when deteriorated. Periodontal disease is a multifactorial, bacteria-induced inflammatory disease of the tooth-supporting structures (<xref ref-type="bibr" rid="B19">Darveau, 2010</xref>). Approximately 20&#x2013;50% of the population are affected worldwide (<xref ref-type="bibr" rid="B57">Nazir, 2017</xref>). In susceptible patients, due to bacterial dysbiosis, an uncontrolled and exaggerated inflammatory process develops, which eventually leads to gingival recession, bone resorption, and, consequently, tooth mobility and tooth loss (<xref ref-type="bibr" rid="B80">Windisch et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B17">Costalonga and Herzberg, 2014</xref>; <xref ref-type="bibr" rid="B30">Hajishengallis, 2014</xref>).</p>
<p>The bacteria closely related to periodontal disease are mostly Gram-negative, such as <italic>Porphyromonas gingivalis</italic> (<italic>P. gingivalis</italic>), <italic>Treponema denticola</italic> (<italic>T. denticola</italic>), <italic>Tannerella forsythia</italic> (<italic>T. forsythia</italic>), <italic>Prevotella intermedia</italic> (<italic>P. intermedia</italic>), <italic>Fusobacterium nucleatum</italic> (<italic>F. nucleatum</italic>), and <italic>Aggregatibacter actinomycetemcomitans</italic> (<italic>A. actinomycetemcomitans</italic>) (<xref ref-type="bibr" rid="B59">Roberts and Darveau, 2002</xref>; <xref ref-type="bibr" rid="B19">Darveau, 2010</xref>; <xref ref-type="bibr" rid="B17">Costalonga and Herzberg, 2014</xref>; <xref ref-type="bibr" rid="B30">Hajishengallis, 2014</xref>). In addition to the bacteria, host response also plays a key role in the etiology of periodontal disease (<xref ref-type="bibr" rid="B27">Genco, 1992</xref>). After bacterial infection, inflammatory mediators are secreted from host immune cells to combat and limit the infected area around the dental tissues (<xref ref-type="bibr" rid="B69">Silva et&#x20;al., 2015</xref>). In addition, smoking, uncontrolled diabetes, and old age, among other important factors, contribute to the inflammation process of the disease (<xref ref-type="bibr" rid="B76">Van Dyke and Sheilesh, 2005</xref>). The conventional treatment of periodontal disease includes scaling and root planning as well as the improvement of oral hygiene. These methods target the removal of sub- and supragingival plaque and calculus (<xref ref-type="bibr" rid="B15">Cobb, 2002</xref>; <xref ref-type="bibr" rid="B59">Roberts and Darveau, 2002</xref>; <xref ref-type="bibr" rid="B14">Claffey et&#x20;al., 2004</xref>). In some cases, because of deep pocket sites in multirooted teeth, scaling and root planning alone are not sufficient, and additional advanced therapies, such as periodontal surgery and the use of antibiotics, are required (<xref ref-type="bibr" rid="B14">Claffey et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B16">Cobb, 2008</xref>).</p>
<p>Periodontal treatments aim to reduce the number of pathogenic bacteria and remove infected tissue, thereby provoking periodontal tissue healing (<xref ref-type="bibr" rid="B83">Zappa et&#x20;al., 1991</xref>; <xref ref-type="bibr" rid="B15">Cobb, 2002</xref>; <xref ref-type="bibr" rid="B14">Claffey et&#x20;al., 2004</xref>). However, periodontopathogens could rapidly recolonize at the previously treated sites even when antibiotics or antiseptics are applied (<xref ref-type="bibr" rid="B15">Cobb, 2002</xref>; <xref ref-type="bibr" rid="B58">Quirynen et&#x20;al., 2005</xref>). Thus, scaling and root planning must be performed periodically during the maintenance phase of periodontal disease treatment (<xref ref-type="bibr" rid="B15">Cobb, 2002</xref>). Unfortunately, there is insufficient evidence to determine the superiority of different antibiotic protocols (<xref ref-type="bibr" rid="B46">Manresa et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B50">Mcgowan et&#x20;al., 2018</xref>). The effectiveness of antibiotic treatments can be very limited, owing to the different antibiotic resistance of the individual species of bacteria and the fact that some bacteria persist intracellularly (<xref ref-type="bibr" rid="B61">Rudney et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B73">Teughels et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B56">Muniz et&#x20;al., 2013</xref>). Due to these difficulties, there is an increasing need for new treatment modalities to maintain and prolong well-balanced oral microflora and succeed in the therapy of periodontal disease.</p>
<p>Probiotics have been of increasing interest following their success in the treatment of gastrointestinal diseases (<xref ref-type="bibr" rid="B21">Devine and Marsh, 2009</xref>). Probiotics are defined as live microorganisms, which, when administered in adequate amounts, confer a health benefit on the host (<xref ref-type="bibr" rid="B63">Sanders, 2008</xref>). In dentistry, probiotics have been studied and proposed as a promising alternative treatment to manage oral diseases due to their antimicrobial and anti-inflammatory effects, which may lead to the enrichment of beneficial bacteria (<xref ref-type="bibr" rid="B21">Devine and Marsh, 2009</xref>; <xref ref-type="bibr" rid="B4">Allaker and Stephen, 2017</xref>). Some clinical trials have reported the favorable effect of probiotics on controlling dental caries, halitosis, and periodontal disease (<xref ref-type="bibr" rid="B11">Burton et&#x20;al., 2006a</xref>; <xref ref-type="bibr" rid="B12">Burton et&#x20;al., 2006b</xref>; <xref ref-type="bibr" rid="B72">Teughels et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B60">Vestman et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B71">Tekce et&#x20;al., 2015</xref>). On the contrary, other studies have suggested that probiotic treatments do not significantly alter pathogenic flora in the oral cavity (<xref ref-type="bibr" rid="B1">Ahola et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B52">Montalto et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B53">Montero et&#x20;al., 2017</xref>). Recently published reviews and meta-analyses on this topic have focused on the improvement of clinical periodontal parameters but not on the possible shift in bacterial species in response to probiotics (<xref ref-type="bibr" rid="B81">Yanine et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B47">Martin-Cabezas et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B2">Akram et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B79">Vives-Soler and Chimenos-K&#xfc;stner, 2020</xref>).</p>
<p>Only a few original articles have attempted to study the effect of probiotics on periodontal pathogens in periodontal diseases. Because of the relatively small sample number used and other limitations of these studies, evidence provided is very weak (<xref ref-type="bibr" rid="B29">Gruner et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B66">Seminario-Amez et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B34">Ikram et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B33">Ho et&#x20;al., 2020</xref>). Therefore, in the present meta-analysis, we aimed to study the effect of probiotics on periodontal pathogenic bacteria based on the data from available randomized clinical trials (RCTs).</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Protocol and Registration</title>
<p>This meta-analysis was reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement (<xref ref-type="bibr" rid="B45">Liberati et&#x20;al., 2009</xref>) using the same strategy as in our other recent oral cavity/upper GI-related studies (<xref ref-type="bibr" rid="B18">Czumbel et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B42">Keremi et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B62">Ruksakiet et&#x20;al., 2020</xref>). The content of this meta-analysis is summarized using the PRISMA checklist (<xref ref-type="sec" rid="s8">Supplementary Table&#x20;1</xref>). The study was registered in the international prospective register of systematic reviews, PROSPERO, under the registration number CRD42018094903. There was no deviation from the study protocol.</p>
</sec>
<sec id="s2-2">
<title>Eligibility Criteria</title>
<p>A PICO (patient, intervention, control, and outcome) format was constructed following the clinical question: do orally administered probiotics decrease the quantity of harmful periodontal bacteria in saliva or supra- or subgingival plaque? The PICO framework was the following: patients: periodontal diseases; intervention: orally administered probiotics; control: placebo or no orally administered probiotics. The outcome was the quantity of periodontal pathogenic bacteria in saliva and supragingival and subgingival plaque.</p>
</sec>
<sec id="s2-3">
<title>Inclusion and Exclusion Criteria</title>
<p>Studies that met the following eligibility criteria were included: 1) RCTs, 2) periodontal disease patients, 3) orally administered probiotics, and 4) existing control group. Studies that lacked periodontal pathogenic bacteria counts were excluded. Another exclusion criterion was the application of antibiotics.</p>
</sec>
<sec id="s2-4">
<title>Search Strategy and Information Sources</title>
<p>A systematic search was performed in four electronic databases [MEDLINE (via PubMed), Cochrane Central Register of Controlled Trials (CENTRAL), Embase, and Web of Science] up to June 7, 2020. The electronic search was supplemented by a manual search of bibliographic references from included articles and related review articles. The keyword used for the search was [<italic>probiotic and</italic> (<italic>&#x201c;periodontal disease&#x201d; or periodontitis or gingivitis or plaque or saliva</italic>)]. The detailed search string can be found in <xref ref-type="sec" rid="s8">Supplementary Table&#x20;2</xref>.</p>
</sec>
<sec id="s2-5">
<title>Study Selection</title>
<p>After duplicate removal, the titles and abstracts in each record were screened by two authors (TS-N and WS) independently. Full texts of the individual records were further assessed by those two authors (TS-N and WS) independently. Disagreements between the reviewers were resolved after discussion or by consulting a third reviewer&#x20;(GV).</p>
</sec>
<sec id="s2-6">
<title>Data Collection Process and Data Items</title>
<p>Data were collected on the following on predefined data collection spreadsheets: first author, year of publication, number and characteristics of patients, pretreatment, probiotic strain, dose, form, instruction and duration, comparator, and number of periodontal pathogens, such as <italic>A. actinomycetemcomitans</italic>, <italic>P. gingivalis</italic>, <italic>P. intermedia</italic>, <italic>F. nucleatum</italic>, and <italic>T. forsythia</italic> in saliva and supra- and subgingival plaque.</p>
</sec>
<sec id="s2-7">
<title>Risk of Bias Assessment</title>
<p>The Cochrane Risk of Bias Tool for assessing the risk of bias in randomized controlled trials was used. Assessment was performed by two of the authors (TS-N and WS) independently. Disagreements were resolved by consulting a third reviewer (GV). Studies were assessed according to six major domains: random sequence generation (selection bias), allocation concealment (selection bias), blinding of participants and personnel (performance bias), blinding of outcome assessment (detection bias), incomplete outcome data (attrition bias), and selective reporting (reporting bias). Risk of bias in each domain was categorized into low risk, unclear, and high risk (<xref ref-type="bibr" rid="B74">Higgins et&#x20;al., 2019</xref>).</p>
</sec>
<sec id="s2-8">
<title>Summary Measures and Synthesis of Results&#x2014;Statistical Analysis</title>
<p>Extracted data were pooled using the random effects model with&#x20;the DerSimonian&#x2013;Laird estimation and displayed in forest plots as standardized mean difference (SMD) for different methods of measurement. Summary mean estimation, <italic>p</italic> value, and 95% confidence interval (CI) were calculated. <italic>p</italic>&#x20;&#x3c; 0.05 was considered as a significant difference from summary mean &#x3d; 0. Statistical heterogeneity was analyzed using the I<sup>2</sup> statistic and the chi-square test to ascertain probability values; <italic>p</italic>&#x20;&#x3c; 0.1 was defined indicating significant heterogeneity (<xref ref-type="bibr" rid="B74">Higgins et&#x20;al., 2019</xref>).</p>
</sec>
<sec id="s2-9">
<title>Risk of Bias Across Studies and Additional Analyses</title>
<p>The confidence in the body of evidence was graded using the GRADEpro GDT program (<xref ref-type="bibr" rid="B51">McMaster University</xref>). Each outcome was assessed following the study design, risk of bias, inconsistency, indirectness, imprecision, and publication bias. A high, moderate, low, or very low grade was assigned to each outcome (<xref ref-type="bibr" rid="B32">Sch&#xfc;nemann et&#x20;al., 2013</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Study Selection</title>
<p>The comprehensive search from four electronic databases (PubMed, Cochrane Central, Embase, and Web of Science) supplemented by a manual search yielded 1,281 records after duplicate removal. Twenty-five articles were potentially eligible after removing duplicate records and screening by titles and abstracts. After full-text reviews, 14 articles were included in the qualitative analysis, and nine were suitable for the quantitative synthesis (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>PRISMA flowchart presents the process of study selection.</p>
</caption>
<graphic xlink:href="fphar-12-682656-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Reasons for Exclusions on Full-Text Assessment</title>
<p>In the course of assessing the full-text articles, eleven articles were excluded for good reasons. Out of these, five studies (<xref ref-type="bibr" rid="B82">Zahradnik et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B38">Iwamoto et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B35">Imran et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B39">Kaklamanos et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B24">Elsadek et&#x20;al., 2020</xref>) were excluded due to nonrandomized controlled study designs. Six other studies were ineligible owing to their study characteristics. Two articles (<xref ref-type="bibr" rid="B31">Hallstrom et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B8">Becirovic et&#x20;al., 2018</xref>) did not investigate periodontal disease patients. Another (<xref ref-type="bibr" rid="B9">Boyeena et&#x20;al., 2019</xref>) used subgingivally delivered probiotics. Tobita and coworkers (<xref ref-type="bibr" rid="B75">Tobita et&#x20;al., 2018</xref>) used killed bacteria, which does not meet the definition of probiotics. Two other studies (<xref ref-type="bibr" rid="B71">Tekce et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B70">Swarna Meenakshi and Varghese, 2018</xref>) measured total bacterial numbers and obligate anaerobes, which do not fit the purpose of our study. For the quantitative meta-analysis, five studies were excluded for the following reasons. One (<xref ref-type="bibr" rid="B49">Mayanagi et&#x20;al., 2009</xref>) reported periodontal pathogen numbers in graphs which cannot be used in our statistical method. An email requesting the exact number of bacteria was sent to the corresponding author of the study; however, no reply was received. One study (<xref ref-type="bibr" rid="B28">Goyal et&#x20;al., 2019</xref>) did not specify whether the participants had periodontal disease, and another (<xref ref-type="bibr" rid="B78">Vivekananda et&#x20;al., 2010</xref>) waited 21&#x20;days before administering probiotics to the participants. Finally, two other investigations (<xref ref-type="bibr" rid="B68">Shah et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B67">Shah et&#x20;al., 2017</xref>) combined probiotics with antibiotics.</p>
</sec>
<sec id="s3-3">
<title>Characteristics of the Studies Included</title>
<p>Eight of the 14 studies (<xref ref-type="bibr" rid="B49">Mayanagi et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B72">Teughels et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B44">Laleman et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B53">Montero et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B3">Alanzi et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B37">Invernici et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B55">Morales et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B43">Laleman et&#x20;al., 2019</xref>) were randomized, double-blind, placebo-controlled parallel trials. The other four investigations (<xref ref-type="bibr" rid="B68">Shah et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B22">Dhaliwal et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B67">Shah et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B28">Goyal et&#x20;al., 2019</xref>) were randomized, open, controlled parallel trials. The work of Iniesta and coworkers (<xref ref-type="bibr" rid="B36">Iniesta et&#x20;al., 2012</xref>) was a randomized, double-blind, placebo-controlled, crossover clinical trial. An additional one (<xref ref-type="bibr" rid="B78">Vivekananda et&#x20;al., 2010</xref>) had a randomized, placebo-controlled, double-blind, split-mouth design. The age of participants varied from adolescent to elderly.</p>
<p>Different probiotic strains and doses are used for intervention (<xref ref-type="sec" rid="s8">Supplementary Table&#x20;3</xref>). Commonly used forms of probiotics are tablets or lozenges. However, other formulations, such as mouthwash or a sachet, are also in use. Instructions for use depended on the probiotic products (<xref ref-type="sec" rid="s8">Supplementary Table&#x20;3</xref>). The duration of use ranged from 4&#x20;weeks to 3 months. In most studies, the investigated periodontal pathogenic bacteria were <italic>A. actinomycetemcomitans</italic>, <italic>P. gingivalis</italic>, <italic>P. intermedia</italic>, <italic>T. forsythia</italic>, and <italic>F. nucleatum</italic>.</p>
</sec>
<sec id="s3-4">
<title>Risk of Bias Assessment</title>
<p>Biases in the 14 included studies were assessed by using the Cochrane Risk of Bias Tool for randomized trials. All included studies identified or explained the randomization method, except one (<xref ref-type="bibr" rid="B28">Goyal et&#x20;al., 2019</xref>), which did not specify the method. Allocation concealment was determined as high in five studies because the staff who assigned the participants to the groups was not blinded. Most of the included studies had a double-blind design, and the performance and detection biases were evaluated as low. However, four studies (<xref ref-type="bibr" rid="B68">Shah et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B22">Dhaliwal et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B67">Shah et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B28">Goyal et&#x20;al., 2019</xref>) were open trials; the performance and detection biases of these were therefore determined as high. One study (<xref ref-type="bibr" rid="B55">Morales et&#x20;al., 2018</xref>) was assessed as having an unclear risk in performance bias for microbiological parameters because the sample collector was not blinded. Four studies (<xref ref-type="bibr" rid="B22">Dhaliwal et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B53">Montero et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B55">Morales et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B28">Goyal et&#x20;al., 2019</xref>) incompletely reported microbiological data with no explanation. High reporting bias was found in three studies (<xref ref-type="bibr" rid="B44">Laleman et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B53">Montero et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B55">Morales et&#x20;al., 2018</xref>) because they did not report all prespecified outcomes. The result of the risk of bias assessment can be found in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> and <xref ref-type="sec" rid="s8">Supplementary Figure&#x20;1</xref>, and the details of assessment in each included study can be found in <xref ref-type="sec" rid="s8">Supplementary Table&#x20;4</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Risk of bias graph presented each risk of bias item as percentages across all included studies.</p>
</caption>
<graphic xlink:href="fphar-12-682656-g002.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>Results of the Meta-Analysis</title>
<p>Out of the five investigated periodontal pathogenic bacteria, <italic>A. actinomycetemcomitans</italic> exhibited the greatest response to probiotics treatment. When subgingival and supragingival changes were examined together with salivary bacteria counts, the overall <italic>A. actinomycetemcomitans</italic> bacteria counts were significantly lower in the probiotic-treated group than in the control at 4&#x20;weeks (SMD: &#x2212;0.28; 95% CI: &#x2212;0.56&#x2013;&#x2212;0.01; <italic>p</italic>&#x20;&#x3d; 0.045). There were no significant heterogeneity differences between the studies (I<sup>2</sup> &#x3d; 36.5%; <italic>p</italic>&#x20;&#x3d; 0.150). However, the subgroup analysis revealed no difference in <italic>A. actinomycetemcomitans</italic> between the probiotics group and the control (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). <italic>A. actinomycetemcomitans</italic> values in subgingival plaque taken from three studies (<xref ref-type="bibr" rid="B36">Iniesta et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B72">Teughels et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B22">Dhaliwal et&#x20;al., 2017</xref>) involving a total of 97 participants (49 subjects in the treated group and 48 people in the control) showed no significant difference between the probiotics group and the control group (SMD: &#x2212;0.34; 95% CI: &#x2212;0.99&#x2013;0.30; <italic>p</italic>&#x20;&#x3d; 0.297), but, in this respect, significant heterogeneity was found among the studies (I<sup>2</sup> &#x3d; 60%, <italic>p</italic>&#x20;&#x3d; 0.082). As regards supragingival plaque and saliva, two studies (<xref ref-type="bibr" rid="B72">Teughels et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B3">Alanzi et&#x20;al., 2018</xref>) involving 131 participants (67&#x20;probiotic-treated and 64 control subjects) showed no significant difference between the two groups either (SMD: &#x2212;0.29; 95% CI: &#x2212;0.80&#x2013;0.22; <italic>p</italic>&#x20;&#x3d; 0.262; and SMD: &#x2212;0.24; 95% CI: &#x2212;0.81&#x2013;0.34; <italic>p</italic>&#x20;&#x3d; 0.420, respectively). Significant heterogeneity among the studies was found again for both supragingival plaque and saliva values (I<sup>2</sup> &#x3d; 40.3%, <italic>p</italic>&#x20;&#x3d; 0.195; I<sup>2</sup> &#x3d; 51.8%, <italic>p</italic>&#x20;&#x3d; 0.150, respectively).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Forest plot analysis of the change in <italic>Aggregatibacter actinomycetemcomitans</italic> at 4 weeks. The overall result presented a significant decrease of <italic>Aggregatibacter actinomycetemcomitans</italic> in the treatment group compared to the control group (SMD: &#x2212;0.28; 95% CI: &#x2212;0.56&#x2013;&#x2212;0.01; <italic>p</italic>&#x20;&#x3d; 0.045).</p>
</caption>
<graphic xlink:href="fphar-12-682656-g003.tif"/>
</fig>
<p>Eight weeks after the initiation of probiotics treatment, when subgingival, supragingival, and saliva bacteria counts were combined, the overall <italic>A. actinomycetemcomitans</italic> bacteria counts showed a tendency to decrease, but this difference fell short of significance between the probiotic-treated and the control groups (SMD: &#x2212;0.16; 95% CI: &#x2212;0.45&#x2013;0.13; <italic>p</italic>&#x20;&#x3d; 0.271) with no significant heterogeneity (I<sup>2</sup> &#x3d; 0.0%, <italic>p</italic>&#x20;&#x3d; 0.650). Similarly, the subgroup analysis showed no significant difference in subgingival plaque (SMD: &#x2212;0.13; 95% CI: &#x2212;0.48&#x2013;0.23; <italic>p</italic>&#x20;&#x3d; 0.474) and no significant heterogeneity (I<sup>2</sup> &#x3d; 2.1%; <italic>p</italic>&#x20;&#x3d; 0.382) in supragingival plaque (SMD: &#x2212;0.12; 95% CI: &#x2212;0.84&#x2013;0.59; <italic>p</italic>&#x20;&#x3d; 0.733) and in saliva (SMD: &#x2212;0.34; 95% CI: &#x2212;1.06&#x2013;0.39; <italic>p</italic>&#x20;&#x3d; 0.362) (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Forest plot analysis of the change in <italic>Aggregatibacter actinomycetemcomitans</italic> at 8 weeks. The overall result presented no significant difference of bacterial decrease when both treatment and control groups were compared (SMD: &#x2212;0.16; 95% CI: &#x2212;0.45&#x2013;0.13; <italic>p</italic>&#x20;&#x3d; 0.271).</p>
</caption>
<graphic xlink:href="fphar-12-682656-g004.tif"/>
</fig>
<p>Another pathogenic bacterium regarded as a key factor in the development of periodontitis is <italic>P. gingivalis</italic>. When subgingival and supragingival changes were combined with salivary bacteria counts, the overall <italic>P. gingivalis</italic> bacteria counts were not significantly different between the probiotic-treated and the control groups at 4&#x20;weeks (SMD: &#x2212;0.02; 95% CI: &#x2212;0.35&#x2013;0.31; <italic>p</italic>&#x20;&#x3d; 0.914) (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>), 8&#x20;weeks (SMD: &#x2212;0.01; 95% CI: &#x2212;0.53&#x2013;0.52; <italic>p</italic>&#x20;&#x3d; 0.977) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;2</xref>), and 12&#x20;weeks after treatment initiation (SMD: &#x2212;0.23; 95% CI: &#x2212;0.90&#x2013;0.43; <italic>p</italic>&#x20;&#x3d; 0.488) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;3</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Forest plot analysis of the change in <italic>Porphyromonas gingivalis</italic> at 4 weeks. The overall result presented no significant difference of bacterial decrease when both treatment and control groups were compared (SMD: &#x2212;0.02; 95% CI: &#x2212;0.35&#x2013;0.31; <italic>p</italic>&#x20;&#x3d; 0.914).</p>
</caption>
<graphic xlink:href="fphar-12-682656-g005.tif"/>
</fig>
<p>When only subgingival plaque <italic>P. gingivalis</italic> values were involved, again, no significant differences were observed between the probiotic-treated group and the control at 4&#x20;weeks (SMD: &#x2212;0.15; 95% CI: &#x2212;0.83&#x2013;0.54; <italic>p</italic>&#x20;&#x3d; 0.670) (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>), 8&#x20;weeks (SMD: &#x2212;0.04; 95% CI: &#x2212;0.61&#x2013;0.52; <italic>p</italic>&#x20;&#x3d; 0.877) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;2</xref>), and 12&#x20;weeks after treatment initiation (SMD: &#x2212;0.08; 95% CI: &#x2212;1.15&#x2013;0.98; <italic>p</italic>&#x20;&#x3d; 0.876) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;3</xref>). We also analyzed <italic>P. gingivalis</italic> counts in supragingival plaque. Similar to the findings above, the bacteria counts were not significantly different between the probiotic-treated and the control group at 4&#x20;weeks (SMD: 0.28; 95% CI: &#x2212;0.70&#x2013;1.27; <italic>p</italic>&#x20;&#x3d; 0.570) (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>), 8&#x20;weeks (SMD: 0.41; 95% CI: &#x2212;2.43&#x2013;3.25; <italic>p</italic>&#x20;&#x3d; 0.779) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;2</xref>), and 12&#x20;weeks after treatment initiation (SMD: &#x2212;0.21; 95% CI: &#x2212;1.96&#x2013;1.54; <italic>p</italic>&#x20;&#x3d; 0.813) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;3</xref>). Similar results were found for <italic>P. gingivalis</italic> bacteria numbers in saliva, yielding no significant differences between the probiotic-treated and the control groups at 4&#x20;weeks (SMD: &#x2212;0.09; 95% CI: &#x2212;0.35&#x2013;0.18; <italic>p</italic>&#x20;&#x3d; 0.519) (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>), 8&#x20;weeks (SMD: &#x2212;0.20; 95% CI: &#x2212;0.87&#x2013;0.47; <italic>p</italic>&#x20;&#x3d; 0.564) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;2</xref>), and 12&#x20;weeks after treatment initiation (SMD: &#x2212;0.42; 95% CI: &#x2212;1.52&#x2013;0.68; <italic>p</italic>&#x20;&#x3d; 0.455) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;3</xref>).</p>
<p>We also studied the bacteria count changes investigating three additional pathogenic bacteria, <italic>P. intermedia</italic>, <italic>F. nucleatum</italic>, and <italic>T. forsythia</italic>, which are also assumed to play a crucial role in the course of periodontitis development. When subgingival, supragingival, and salivary bacteria counts were combined, the overall <italic>P. intermedia</italic> bacteria counts did not significantly differ between the probiotic-treated group and the control group at 4&#x20;weeks (SMD: 0.01; 95% CI: &#x2212;0.16&#x2013;0.19; <italic>p</italic>&#x20;&#x3d; 0.874) (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>), 8&#x20;weeks (SMD: &#x2212;0.01; 95% CI: &#x2212;0.24&#x2013;0.21, <italic>p</italic>&#x20;&#x3d; 0.912) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;4</xref>), and 12&#x20;weeks after treatment initiation (SMD: &#x2212;0.00; 95% CI: &#x2212;0.30&#x2013;0.29; <italic>p</italic>&#x20;&#x3d; 0.981) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;5</xref>). Similar observations were made in subgroup analysis, when subgingival, supragingival, and salivary <italic>P. intermedia</italic> bacteria counts were investigated separately, showing no significant differences between the treatment groups.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Forest plot analysis of the change in <italic>Prevotella intermedia</italic> at 4 weeks. The overall result presented no significant difference of bacterial decrease when both treatment and control groups were compared (SMD: 0.01; 95% CI: &#x2212;0.16&#x2013;0.19; <italic>p</italic>&#x20;&#x3d; 0.874).</p>
</caption>
<graphic xlink:href="fphar-12-682656-g006.tif"/>
</fig>
<p>For <italic>F. nucleatum</italic>, combined subgingival, supragingival, and salivary bacteria counts yielded no significantly different results between the probiotic-treated group and the control group at 4&#x20;weeks (SMD: &#x2212;0.10; 95% CI: &#x2212;0.27&#x2013;0.07; <italic>p</italic>&#x20;&#x3d; 0.256) (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>), 8&#x20;weeks (SMD: 0.12; 95% CI: &#x2212;0.09&#x2013;0.32; <italic>p</italic>&#x20;&#x3d; 0.270) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;6</xref>), and 12&#x20;weeks after treatment initiation (SMD: &#x2212;0.06; 95% CI: &#x2212;0.27&#x2013;0.15; <italic>p</italic>&#x20;&#x3d; 0.580) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;7</xref>). When subgingival, supragingival, and salivary count changes were investigated separately, subgroup analysis also demonstrated the lack of significant differences between treatment groups.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Forest plot analysis of the change in <italic>Fusobacterium nucleatum</italic> at 4 weeks. The overall result presented no significant difference of bacterial decrease when both treatment and control groups were compared (SMD: &#x2212;0.10; 95% CI: &#x2212;0.27&#x2013;0.07; <italic>p</italic>&#x20;&#x3d; 0.256).</p>
</caption>
<graphic xlink:href="fphar-12-682656-g007.tif"/>
</fig>
<p>Finally, when subgingival and supragingival counts were combined with salivary bacteria counts, the overall <italic>T. forsythia</italic> bacteria counts were not significantly different between the probiotic-treated group and the control group at 4&#x20;weeks (SMD: &#x2212;0.32; 95% CI: &#x2212;1.25&#x2013;0.62) (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>) and 8&#x20;weeks (SMD: 0.05; 95% CI: &#x2212;0.19&#x2013;0.30) (<xref ref-type="sec" rid="s8">Supplementary Figure&#x20;8</xref>). Similarly, no significant differences were found between the treatment groups using subgroup analysis, investigating subgingival, supragingival, and salivary counts separately.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Forest plot analysis of the change in <italic>Tannerella forsythia</italic> at 4 weeks. The overall result presented no significant difference of bacterial decrease when both treatment and control groups were compared (SMD: &#x2212;0.32; 95% CI: &#x2212;1.25&#x2013;0.62).</p>
</caption>
<graphic xlink:href="fphar-12-682656-g008.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>The Quality of Evidence</title>
<p>The GRADE assessment of periodontal pathogen outcomes was very low due to serious risk bias, inconsistency, and imprecision (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). The details of grading the results can be seen in <xref ref-type="sec" rid="s8">Supplementary Table&#x20;5</xref>. According to the certainty classification of the GRADE system, the low level indicates that further research is very likely to have an important impact on our confidence in estimating effect and is likely to change the estimate. The very low level of certainty suggests that any estimate of effect is very uncertain.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Summary of <bold>s</bold>tatistical analysis for the microbiological outcomes.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Outcomes</th>
<th rowspan="2" align="center">No. of studies in meta-analysis</th>
<th rowspan="2" align="center">Patients (n)</th>
<th colspan="2" align="center">Results</th>
<th colspan="2" align="center">Heterogeneity</th>
<th rowspan="2" align="center">Quality</th>
</tr>
<tr>
<th align="center">Meta-analysis overall estimate (95%CI)</th>
<th align="center">
<italic>p</italic>
</th>
<th align="center">I<sup>2</sup> (%)</th>
<th align="center">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>A. actinomycetemcomitans</italic> at 4&#x20;weeks</td>
<td align="char" char=".">4</td>
<td align="char" char=".">198</td>
<td align="left">SMD: &#x2212;0.28 (&#x2212;0.56, &#x2212;0.01)</td>
<td align="char" char=".">0.045</td>
<td align="char" char=".">36.5</td>
<td align="char" char=".">0.150</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>A. actinomycetemcomitans</italic> at 8&#x20;weeks</td>
<td align="char" char=".">4</td>
<td align="char" char=".">127</td>
<td align="left">SMD: &#x2212;0.16 (&#x2212;0.45, 0.13)</td>
<td align="char" char=".">0.271</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.650</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>P. gingivalis</italic> at 4&#x20;weeks</td>
<td align="char" char=".">5</td>
<td align="char" char=".">246</td>
<td align="left">SMD: &#x2212;0.02 (&#x2212;0.35, 0.31)</td>
<td align="char" char=".">0.914</td>
<td align="char" char=".">71.5</td>
<td align="char" char=".">0.000</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>P. gingivalis</italic> at 8&#x20;weeks</td>
<td align="char" char=".">5</td>
<td align="char" char=".">196</td>
<td align="left">SMD: &#x2212;0.01 (&#x2212;0.53, 0.52)</td>
<td align="char" char=".">0.977</td>
<td align="char" char=".">84.3</td>
<td align="char" char=".">0.000</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>P. gingivalis</italic> at 12&#x20;weeks</td>
<td align="char" char=".">3</td>
<td align="char" char=".">117</td>
<td align="left">SMD: &#x2212;0.23 (&#x2212;0.90, 0.43)</td>
<td align="char" char=".">0.488</td>
<td align="char" char=".">88.7</td>
<td align="char" char=".">0.000</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>P. intermedia</italic> at 4&#x20;weeks</td>
<td align="char" char=".">4</td>
<td align="char" char=".">219</td>
<td align="left">SMD: 0.01 (&#x2212;0.16, 0.19)</td>
<td align="char" char=".">0.874</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.954</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>P. intermedia</italic> at 8&#x20;weeks</td>
<td align="char" char=".">3</td>
<td align="char" char=".">118</td>
<td align="left">SMD: &#x2212;0.01 (&#x2212;0.24, 0.21)</td>
<td align="char" char=".">0.912</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.814</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>P. intermedia</italic> at 12&#x20;weeks</td>
<td align="char" char=".">4</td>
<td align="char" char=".">144</td>
<td align="left">SMD: &#x2212;0.00 (&#x2212;0.30, 0.29)</td>
<td align="char" char=".">0.981</td>
<td align="char" char=".">51.3</td>
<td align="char" char=".">0.030</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>F. nucleatum</italic> at 4&#x20;weeks</td>
<td align="char" char=".">5</td>
<td align="char" char=".">267</td>
<td align="left">SMD: &#x2212;0.10 (&#x2212;0.27, 0.07)</td>
<td align="char" char=".">0.256</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.896</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>F. nucleatum</italic> at 8&#x20;weeks</td>
<td align="char" char=".">4</td>
<td align="char" char=".">170</td>
<td align="left">SMD: 0.12 (&#x2212;0.09, 0.32)</td>
<td align="char" char=".">0.270</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.791</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>F. nucleatum</italic> at 12&#x20;weeks</td>
<td align="char" char=".">3</td>
<td align="char" char=".">117</td>
<td align="left">SMD: &#x2212;0.06 (&#x2212;0.27, 0.15)</td>
<td align="char" char=".">0.580</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.933</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>T. forsythia</italic> at 4&#x20;weeks</td>
<td align="char" char=".">3</td>
<td align="char" char=".">128</td>
<td align="left">SMD: &#x2212;0.32 (&#x2212;1.25, 0.62)</td>
<td align="char" char=".">0.851</td>
<td align="char" char=".">92.2</td>
<td align="char" char=".">0.000</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
<tr>
<td align="left">
<italic>T. forsythia</italic> at 8&#x20;weeks</td>
<td align="char" char=".">4</td>
<td align="char" char=".">167</td>
<td align="left">SMD: 0.05 (&#x2212;0.19, 0.30)</td>
<td align="char" char=".">0.685</td>
<td align="char" char=".">18.8</td>
<td align="char" char=".">0.281</td>
<td align="center">&#x2295;&#x25CB;&#x25CB;&#x25CB;</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec id="s4-1">
<title>Summary of Evidence</title>
<p>In the present work, we conducted a meta-analysis comparing periodontal pathogenic bacteria counts between probiotic-treated and placebo-treated control groups of patients suffering from periodontal diseases. In our analysis, the primary focus was to study the effect of probiotics by evaluating the colony-forming unit (CFU) counts of pathogenic bacteria. Five different species at three anatomical sites (saliva, supragingival, and subgingival areas) were analyzed. To strengthen the grade of evidence, only RCTs were included in our study. We found a significant decrease in <italic>A. actinomycetemcomitans</italic> counts in the probiotic-treated group compared to the control group at 4&#x20;weeks after treatment initiation, but the difference fell short of significance after 8 weeks. There were no significant differences in the other four periodontal pathogenic bacteria, <italic>P. gingivalis, P. intermedia, F. nucleatum</italic>, and <italic>T. forsythia</italic>, at any time points when counts were compared between the two groups.</p>
<p>Up until now, three systematic reviews and one meta-analysis have investigated the effect of probiotics on periodontal pathogens. Among these, two published articles claimed that it was impossible to draw definite conclusions about the effectiveness of probiotics due to the limited number of available studies (<xref ref-type="bibr" rid="B66">Seminario-Amez et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B34">Ikram et&#x20;al., 2018</xref>). One systematic review did not specify the investigated periodontal pathogens but claimed that probiotics do not cause a diminishing effect on periodontal pathogens (<xref ref-type="bibr" rid="B66">Seminario-Amez et&#x20;al., 2017</xref>). Only one meta-analysis (<xref ref-type="bibr" rid="B29">Gruner et&#x20;al., 2016</xref>) used only two RCT studies for meta-analysis, which are obviously not sufficient to perform an analysis with acceptable statistical power. That work reported the diminishing effect of probiotics on <italic>A. actinomycetemcomitans</italic> and no effect on <italic>P. gingivalis</italic> and <italic>P. intermedia</italic>. Although these results can only be regarded as qualitative, they clearly show similarities to our data, which were drawn from far more studies and therefore much higher sample numbers. However, there are some differences between their work and our studies. Gruner and coinvestigators (<xref ref-type="bibr" rid="B29">Gruner et&#x20;al., 2016</xref>) in the two included studies used bacteria numbers which were only obtained at the latest follow-up time points, combining eight- and twelve-week results. In contrast, we included more studies, more samples, and more time points. Another article also reported an analysis which was only based on two original articles (<xref ref-type="bibr" rid="B33">Ho et&#x20;al., 2020</xref>), also reporting no significant effects on <italic>P. gingivalis</italic>, <italic>P. intermedia</italic>, <italic>F. nucleatum</italic>, and <italic>T. forsythia</italic> in response to probiotic treatment.</p>
<p>Our study included all types of periodontal diseases in our meta-analysis in order to primarily focus on the change in periodontal pathogen counts during periodontal diseases. Additionally, we included studies using different strains of probiotics to yield conclusive results. Among these included studies, four (<xref ref-type="bibr" rid="B78">Vivekananda et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B36">Iniesta et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B72">Teughels et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B43">Laleman et&#x20;al., 2019</xref>) used <italic>L. reuteri</italic>. Two studies (<xref ref-type="bibr" rid="B3">Alanzi et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B28">Goyal et&#x20;al., 2019</xref>) employed a mixture of <italic>L. reuteri</italic> with other beneficial bacteria. The remaining RCTs used other probiotic strains. The most commonly used probiotic, <italic>L. reuteri</italic>, was reported to show a potency to overcome pathogenic microorganisms because of its antimicrobial compounds, reuterin and reutericyclin, and it was also described as having an immunomodulatory effect on the host (<xref ref-type="bibr" rid="B10">Britton, 2017</xref>).</p>
<p>Some clinical trials included in our article investigated the antibacterial effects of <italic>L. reuteri</italic> and showed a reduction in the number of periodontal pathogens, such as <italic>A. actinomycetemcomitans</italic>, <italic>P. gingivalis</italic>, and <italic>T. forsythia</italic>, in patients with periodontal diseases (<xref ref-type="bibr" rid="B78">Vivekananda et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B36">Iniesta et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B72">Teughels et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B28">Goyal et&#x20;al., 2019</xref>). Additionally, this antimicrobial effect is supported by three <italic>in&#x20;vitro</italic> experiments (<xref ref-type="bibr" rid="B40">Kang et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B6">Baca-Castan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B64">Santos et&#x20;al., 2020</xref>). One included study (<xref ref-type="bibr" rid="B28">Goyal et&#x20;al., 2019</xref>) used a mixture of <italic>L. reuteri</italic>, <italic>L. rhamnosus</italic>, <italic>B. longum</italic>, and <italic>B. bifidum</italic> and showed the beneficial effect at 24 weeks, while another included study (<xref ref-type="bibr" rid="B43">Laleman et&#x20;al., 2019</xref>) showed no beneficial effect of probiotics on periodontal pathogens at 12 and 24 weeks. This might suggest that long-term use of <italic>L. reuteri</italic> can limit the antibacterial effect, and a mixture of <italic>L. reuteri</italic> was possibly used in the long term to prolong the antibacterial effect. The dose of <italic>L. reuteri</italic> used in three trials (<xref ref-type="bibr" rid="B78">Vivekananda et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B36">Iniesta et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B72">Teughels et&#x20;al., 2013</xref>) was at least 2&#x20;&#xd7; 10<sup>8</sup> CFU per day, which seems to be an effective&#x20;dose.</p>
<p>Three previous meta-analyses reported a specific effect of <italic>L. reuteri</italic> on clinical periodontal parameters (<xref ref-type="bibr" rid="B47">Martin-Cabezas et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B34">Ikram et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B2">Akram et&#x20;al., 2020</xref>). Martin-Cabesaz and coinvestigators (<xref ref-type="bibr" rid="B47">Martin-Cabezas et&#x20;al., 2016</xref>) reported beneficial effects of probiotics on improving CAL gain and reducing PPD in both moderate and deep pockets. Moreover, they described a significant reduction of BOP in the probiotic group in the short term (combining 6- and 12-week results). Another meta-analysis (<xref ref-type="bibr" rid="B34">Ikram et&#x20;al., 2018</xref>) suggested the effectiveness of probiotics on CAL gain in chronic periodontitis compared to controls; however, they were not able to demonstrate this for PPD reduction. Another meta-analysis (<xref ref-type="bibr" rid="B2">Akram et&#x20;al., 2020</xref>) investigated the effect of <italic>L. reuteri</italic> in gingivitis patients and suggested no statistically significant difference in GI and PI between the probiotic-treated and control groups. These three meta-analyses of periodontal diseases report quite diverse responses to <italic>L. reuteri</italic> treatment.</p>
<p>Another previous meta-analysis (<xref ref-type="bibr" rid="B33">Ho et&#x20;al., 2020</xref>) reported significant CAL gain and PPD reduction in chronic periodontitis at 3 months. Additionally, published reviews indicated variable results, either supporting or questioning the effectiveness of probiotics on the clinical parameters of periodontal diseases (<xref ref-type="bibr" rid="B20">Deepa and Mehta, 2009</xref>; <xref ref-type="bibr" rid="B81">Yanine et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B48">Matsubara et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B66">Seminario-Amez et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Barboza et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B79">Vives-Soler and Chimenos-K&#xfc;stner, 2020</xref>). The reason for the controversial results may depend on a number of factors, including the pooling of very different follow-up times of the included RCTs, the use of a wide variety of probiotics and their dosage in the included RCTs, and variations in patient characteristics.</p>
<p>The efficacy of probiotics probably relies on the actual bacteria strain, dose, and follow-up time, as described in the management of gastrointestinal tract disorders (<xref ref-type="bibr" rid="B77">Verna and Lucak, 2010</xref>; <xref ref-type="bibr" rid="B13">Ciorba, 2012</xref>; <xref ref-type="bibr" rid="B41">Kechagia et&#x20;al., 2013</xref>). Various probiotic species may have divergent effects on pathogenic bacteria (<xref ref-type="bibr" rid="B65">Schrezenmeir and de Vrese, 2001</xref>; <xref ref-type="bibr" rid="B77">Verna and Lucak, 2010</xref>). In addition to the bacteria strain of probiotics, the dose of consumption is also important. The minimum effective doses of probiotics are still controversial; however, it is generally accepted that probiotic products should be consumed daily for a total of 10<sup>8</sup>&#x2014;10<sup>9</sup> probiotic microorganisms (<xref ref-type="bibr" rid="B13">Ciorba, 2012</xref>). Additionally, the characteristics of patients should also be considered as different gastrointestinal tract diseases caused by different pathogenic bacteria could be cured by different probiotic strains (<xref ref-type="bibr" rid="B77">Verna and Lucak, 2010</xref>). The occurrence of different pathogenic bacteria related to each type of periodontal diseases may also be different (<xref ref-type="bibr" rid="B5">Ardila et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B25">Farias et&#x20;al., 2012</xref>). Thus, the type of periodontal disease could be important for the selection of probiotics in future studies.</p>
<p>The safety of probiotics is also important. Three studies (<xref ref-type="bibr" rid="B49">Mayanagi et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B78">Vivekananda et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B22">Dhaliwal et&#x20;al., 2017</xref>) reported no adverse effects of probiotics during the trial, while two studies (<xref ref-type="bibr" rid="B36">Iniesta et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B53">Montero et&#x20;al., 2017</xref>) described abdominal pain resulting from increased intestinal motility, which can be considered as a mild side effect. Another study (<xref ref-type="bibr" rid="B43">Laleman et&#x20;al., 2019</xref>) reported altered sensations in the oral cavity.</p>
<p>Considering our findings on microbiological data, <italic>A. actinomycetemcomitans</italic> has been shown to induce bone loss, periodontal pocket formation, and clinical attachment loss during periodontitis (<xref ref-type="bibr" rid="B54">Mooney and Kinane, 1994</xref>; <xref ref-type="bibr" rid="B26">Fine et&#x20;al., 2007</xref>). Furthermore, successful periodontal treatment is often based on the reduction of depth of the periodontal pocket (<xref ref-type="bibr" rid="B23">Donos, 2018</xref>). Therefore, our results could suggest that probiotics decrease <italic>A. actinomycetemcomitans</italic>, allowing the healing of tooth-supporting tissues and resulting in clinical parameters in cases when the high count of this bacterium plays a significant pathological role in the course of periodontal disease.</p>
</sec>
<sec id="s4-2">
<title>Limitations</title>
<p>The present meta-analysis provides evidence-based answers through appropriately selected articles and processed data. Bacteria numbers on a continuous scale were used for statistical analysis; the change in the bacteria number thus clearly demonstrated, analyzed, and accurately indicated the results. Nevertheless, some unavoidable limitations are present in our study. The major limitation is the low number of included trials and the relatively high heterogeneity. Only nine articles were included in the statistical analysis. These articles used different probiotic strains; a clear outcome for specific probiotic strains could therefore not be produced. The heterogeneity of the included studies, for example, different probiotic strains, doses, and forms, was ignored to yield sufficient data for statistical analysis. We diminished these differences by using means and standard deviations for result synthesis. However, some hidden confounding factors could have affected the results, such as the microbial culture count, subjective decision on the plaque index and gingival index, and the probing pressure used. Furthermore, according to <xref ref-type="bibr" rid="B48">Matsubara et&#x20;al. (2016)</xref>, each probiotic strain may have a different effect on each pathogenic species. Furthermore, studies were conducted in different regions of the world, thus creating diverse environmental factors. The different genetic and genomic background of the patients may also have interfered with the efficacy of probiotic strains and have had an overall altering effect on treatment. Additionally, oral hygienic instructions and cleaning of teeth or scaling and root planning could vary across studies, which may also have led to the heterogeneity of the results.</p>
<p>In conclusion, based on the included data, orally administered probiotics decrease <italic>A. actinomycetemcomitans</italic> counts. In contrast, no beneficial effect of probiotics was observed for the other investigated periodontal pathogens. Our study highlights the heterogeneity among the available RCTs and the need for standardized clinical protocols in the future to evaluate the effect of various probiotics on periodontal pathogens.</p>
</sec>
</sec>
</body>
<back>
<sec id="s5">
<title>Author Contributions</title>
<p>TS-N, LCM, WS, PH, GV, and BK devised the project, the main conceptual ideas, and planned the research. TS-N, LCM, WS, BT, DC, GV, and BK worked out the methodology. TS-N, WS, LCM, BK, and GV performed the data collection: literature search, study selection, and data extraction. LCM, AM, and PM also organized and maintained research data for analysis. PM performed analytic calculations and applied statistical models for synthetizing data. AM, DIN, IK, and AS also aided the research by interpretation of raw and synthetized data. PM visualized synthetized data into forest plots. TS-N, WS, and LCM worked on summarizing results into figures and tables. GG, BK, and GV were responsible for managing and coordinating the research activity. PH, GV, and BK took leadership responsibility for the research activity, provided resources, and acquired financial support for the research project. GG, PH, GV, and BK validated reproducibility of the results. TS-N, LCC, PM, GV, and BK wrote the manuscript with input from all authors. WS, AM, DIN, IK, AS, BT, DC, PH, GG, GV, and BK extensively reviewed the work and further edited the manuscript.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This study was funded by the Hungarian Human Resources Development Operational Programme (EFOP-3.6.2-16-2017-00006). Additional funding was received from the Thematic Excellence Programme (2020-4.1.1.-TKP2020) of the Ministry for Innovation and Technology in Hungary within the framework of the Therapy thematic programme at Semmelweis University. Support was also received from an Economic Development and Innovation Operative Programme Grant (GINOP 2.3.2-15-2016-00048) and an Institutional Developments for Enhancing Intelligent Specialization Grant (EFOP-3.6.1-16-2016-00022) from the National Research, Development and Innovation Office. All funds were provided by the Hungarian government with the cooperation of the European Union. The funders played no role in the research. Open access publication support was received through the Central Library of Semmelweis University.</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s8" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s9">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2021.682656/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2021.682656/full&#x23;supplementary-material</ext-link>
</p>
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