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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.2023.1113591</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Opinion</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Can salivary microbiome become a biodetector for type-2 diabetes? Opinion for future implications and strategies</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Hardinsyah</surname> <given-names>Hardinsyah</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Nurkolis</surname> <given-names>Fahrul</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1805983/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kurniawan</surname> <given-names>Rudy</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2123026/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gunawan</surname> <given-names>William Ben</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1867481/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Augusta</surname> <given-names>Piko Satria</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Setyawardani</surname> <given-names>Astuti</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2123187/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Agustianto</surname> <given-names>Rafiv Fasya</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2146516/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Al Mahira</surname> <given-names>Msy Firyal Nadya</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2043066/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Praditya</surname> <given-names>Ghevira Naila</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2043743/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lailossa</surname> <given-names>Deogifta Graciani</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2043881/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yudisthira</surname> <given-names>Dewangga</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2123071/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Farradisya</surname> <given-names>Salsabila</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2123175/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Barazani</surname> <given-names>Hero</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2158775/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Division of Applied Nutrition, Faculty of Human Ecology, Department of Community Nutrition, IPB University</institution>, <addr-line>Bogor</addr-line>, <country>Indonesia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Biological Sciences, Faculty of Sciences and Technology, State Islamic University of Sunan Kalijaga (UIN Sunan Kalijaga Yogyakarta)</institution>, <addr-line>Yogyakarta</addr-line>, <country>Indonesia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Alumnus of Department of Internal Medicine, Faculty of Medicine, University of Indonesia&#x2013;Cipto Mangunkusumo Hospital</institution>, <addr-line>Jakarta</addr-line>, <country>Indonesia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Alumnus of Department of Nutrition Science, Faculty of Medicine, Diponegoro University</institution>, <addr-line>Semarang</addr-line>, <country>Indonesia</country></aff>
<aff id="aff5"><sup>5</sup><institution>Medical Study Programme, Faculty of Medicine, Brawijaya University</institution>, <addr-line>Malang</addr-line>, <country>Indonesia</country></aff>
<aff id="aff6"><sup>6</sup><institution>Medical Student of Faculty of Medicine, University of Jember&#x2013;Soebandi Regional Hospital</institution>, <addr-line>Jember</addr-line>, <country>Indonesia</country></aff>
<aff id="aff7"><sup>7</sup><institution>Medical Student of Faculty of Medicine, Universitas Airlangga</institution>, <addr-line>Surabaya</addr-line>, <country>Indonesia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Hani El-Nezami, The University of Hong Kong, Hong Kong SAR, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Tien Sy Dong, UCLA Health System, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Hardinsyah Hardinsyah, <email>hardinsyah2010@gmail.com</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share senior authorship</p></fn>
<fn fn-type="other" id="fn003"><p><sup>&#x2021;</sup>ORCID: Hardinsyah Hardinsyah, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-0748-4373">orcid.org/0000-0002-0748-4373</ext-link>; Fahrul Nurkolis, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-2151-0854">orcid.org/0000-0003-2151-0854</ext-link>; Rudy Kurniawan, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-4811-1696">orcid.org/0000-0002-4811-1696</ext-link>; William Ben Gunawan, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-0633-4477">orcid.org/0000-0003-0633-4477</ext-link>; Piko Satria Augusta, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-0620-486X">orcid.org/0000-0002-0620-486X</ext-link>; Astuti Setyawardani, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-4783-9834">orcid.org/0000-0003-4783-9834</ext-link>; Rafiv Fasya Agustianto, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-4262-7656">orcid.org/0000-0003-4262-7656</ext-link>; Msy Firyal Nadya Al Mahira, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-7272-8135">orcid.org/0000-0002-7272-8135</ext-link>; Ghevira Naila Praditya, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-5464-2645">orcid.org/0000-0002-5464-2645</ext-link>; Deogifta Graciani Lailossa, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-2335-2466">orcid.org/0000-0003-2335-2466</ext-link>; Dewangga Yudisthira, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-3317-1602">orcid.org/0000-0002-3317-1602</ext-link>; Salsabila Farradisya, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-6153-1521">orcid.org/0000-0002-6153-1521</ext-link>; Hero Barazani, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-2171-2800">orcid.org/0000-0003-2171-2800</ext-link></p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Nutrition and Microbes, a section of the journal Frontiers in Nutrition</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1113591</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Hardinsyah, Nurkolis, Kurniawan, Gunawan, Augusta, Setyawardani, Agustianto, Al Mahira, Praditya, Lailossa, Yudisthira, Farradisya and Barazani.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Hardinsyah, Nurkolis, Kurniawan, Gunawan, Augusta, Setyawardani, Agustianto, Al Mahira, Praditya, Lailossa, Yudisthira, Farradisya and Barazani</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>
<kwd-group>
<kwd>oral microbiome</kwd>
<kwd>biodetector</kwd>
<kwd>diabetes</kwd>
<kwd>T2DM</kwd>
<kwd>salivary bacterial</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="5"/>
<word-count count="4206"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>1. Introduction</title>
<p>Microbiome has become a topic that is developing rapidly in the health sector for the past 2 decades (<xref ref-type="bibr" rid="B1">1</xref>). Previous research has found that the microbiome was associated with a variety of diseases, such as metabolic, gastrointestinal, and immunity disorders (<xref ref-type="bibr" rid="B2">2</xref>). The microbiome is a collection of genomes or genetic materials from all microorganisms, symbiotics, and pathogens that live in vertebrates such as bacteria, viruses, archaea, fungi, and small protists (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B3">3</xref>). About 100 trillion microbiomes called the gut microbiome to reside in the digestive tract (<xref ref-type="bibr" rid="B4">4</xref>). The gut microbiome plays a role in nutrient and drug metabolism, immune modulation, and maintenance of gut integrity (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>In addition to the gut, the second highest number of microbiomes is located in the mouth and called oral microbiome or salivary bacteriome, considering that there is a link between the two both physically and chemically (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). An oral cavity is an ideal place for the survival of the oral microbiome since it has an average temperature of 37&#x00B0;C and saliva with a stable pH of 6.5&#x2013;7, causing the bacteria to hydrate transporting the nutrients to microorganisms (<xref ref-type="bibr" rid="B7">7</xref>). The oral cavity is the first part of the gastrointestinal tract and the place where it meets with food, exogenous microbes, and allergens before it gets into the gastrointestinal tract. The presence of direct exposure in the absence of fibrous epithelium makes the oral cavity susceptible to infection (<xref ref-type="bibr" rid="B8">8</xref>). Those conditions highlight the important role of the microbiome in maintaining ecological balance and preventing oral cavities (<xref ref-type="bibr" rid="B9">9</xref>). One of the mechanisms is resistance to the colonization of pathogens by defeating pathogenic species and lowering the chance of integration by exogenous pathogens. Some microbiomes are also able to fight acids produced by caries-causing bacteria by increasing the pH of saliva through the production of alkaline metabolic byproducts (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Disorder in this system may cause dysbiosis triggered by various factors such as diet, inflammatory response, systemic disorders, and alcohol which will induce oral diseases (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Recently, it has been found that the human microbiome has an important role in the occurrence and development of diabetes mellitus (<xref ref-type="bibr" rid="B11">11</xref>). Several studies have shown that type 2 diabetes mellitus (T2DM) is associated with changes in the diversity and number of bacteria in supragingival plaques, and oral microbiota changes have also been found in various glycemic states (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). The phylum <italic>Actinobacteria</italic> was found to have decreased in the T2DM group compared to the control group, and the increase was associated with a reduced risk of T2DM (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B14">14</xref>). The phylum <italic>Actinobacteria</italic> is also associated with the prevalence of obesity, suggesting that the oral microbiome may have an important role in the etiology of diabetes (<xref ref-type="bibr" rid="B14">14</xref>). The number of microbiotas of the genus <italic>Prevotella</italic> was decreased in the T2DM group, and <italic>Prevotella spp.</italic> was reduced in high-glucose salivary conditions (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Bacteria of the genus <italic>Rothia</italic> experienced a decrease in T2DM and potential pre-diabetic conditions (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Bacteria in the phylum <italic>Firmicutes</italic>, one of which is the <italic>Streptococcus</italic>, was significantly increased in the T2DM and pre-diabetic groups compared to the non-diabetic group (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>To the best of our knowledge, there has been no review study or opinion article related to the use of oral or salivary microbiome as a biodetector of T2DM disease. Therefore, the main purpose of this critical opinion is to summarize the findings regarding the oral microbiome as a biodetector of T2DM and explain its opportunities, implications, and strategies for future use.</p>
</sec>
<sec id="S2">
<title>2. Oral microbiome in general</title>
<p>The human mouth is inhabited by various microorganisms such as bacteria, viruses, fungi, and protozoa called oral microbiota. The diversity of the human oral microbiota is one of the effects of accelerated regeneration and non-keratinized epithelium types found in the oral cavity (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>) since these factors increase the process of molecular absorption, implying that the microbiota is more likely to reach other organs and has a broad metabolic effect. In addition, the diversity of the oral microbiota can also be caused by the high intensity of contact with the external world <italic>via</italic> air and food (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Assuming the health-related consequences of the composition of the oral microbiota, the oral cavity would be an ideal place to analyze biomarkers since the samples will be easier to obtain than other organs (<xref ref-type="bibr" rid="B20">20</xref>). To date, 445 types of oral microbiota have been recognized in literature, which is ranked second after the intestine and 57% of them have been named and perfectly cultured (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>Due to its diverse and easily detectable natures, oral microbiota can be used as a biomarker of some diseases in humans (<xref ref-type="bibr" rid="B18">18</xref>). In diseases related to children&#x2019;s mouths, some fungal species such as <italic>Candida dubliniensis</italic> and <italic>Candida tropicalis</italic> in saliva are indicators that children are at risk of dental caries (<xref ref-type="bibr" rid="B23">23</xref>). Changes in the oral microbiota to acidogenic and acidic cariogenic bacteria can indicate tooth decay and enamel demineralization in children (<xref ref-type="bibr" rid="B24">24</xref>). In adults, the oral microbiota can be an indicator of the incidence of oral cancer since the bacterial composition changes due to a cluster of factors that cause oral cancer, including alcohol and cigarettes. The byproducts of oral bacteria can induce genetic changes in mucosal epithelial cells that are predictors of Squamous cell carcinoma in the mouth (<xref ref-type="bibr" rid="B25">25</xref>). Further findings found that the use of oral microbiota was able to detect the presence of oropharyngeal cancer and malignancy in the human gastrointestinal tract (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>In addition, oral microbiota can also be an important biomarker of systemic diseases in other organs (<xref ref-type="bibr" rid="B27">27</xref>). Oral microbiota has also been detected in the lungs in cystic fibrosis patients and can cause various soft tissue infections in the event of wound bites (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). <italic>Selenomonas</italic> (<italic>S. artemidis</italic> and <italic>S. infelix</italic>) can be used as important biomarkers of lung infections associated with acute respiratory distress syndrome (ARDS) (<xref ref-type="bibr" rid="B30">30</xref>). The oral microbiota has also long been known as a reservoir of infections in various parts of the body. The appearance of abscesses in the brain can also be detected with the discovery of an increase in <italic>Porphyromonas gingivalis</italic> which is an etiological agent in periodontitis (<xref ref-type="bibr" rid="B31">31</xref>). The study with 228 subjects diagnosed with metabolic syndrome disease in Korea also showed significant differences where the group with metabolic syndrome had slightly more <italic>Firmicutes</italic> (37.9%) and slightly fewer <italic>Proteobacteria</italic> (29.2%) than the healthy group (<xref ref-type="bibr" rid="B21">21</xref>). In other studies, several dominant oral microbiotas were found such as <italic>Fusobacterium nucleatum</italic>, <italic>Veillonella</italic>, <italic>Streptococcus anginosus</italic>, <italic>Streptococcus oralis</italic>, and <italic>Actinomyces meyeri</italic> in pyogenic infectious diseases of the brain and spinal cord (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Looking at these findings drew attention to the question &#x201C;Can the oral profile of the microbiota be used as a diagnostic biomarker or biodetector of T2DM?&#x201D; Following the purpose of this opinion article, the author tries to summarize the findings regarding the oral microbiome as a biodetector of T2DM.</p>
</sec>
<sec id="S3">
<title>3. Is the oral microbiome effective in detecting T2DM?</title>
<sec id="S3.SS1">
<title>3.1. <italic>In vivo</italic> or preclinical trial studies</title>
<p>The decline of the body&#x2019;s immune system in people with diabetes mellitus occurs due to polymorphonuclear cell dysfunction (PMN) and various other inflammatory cytokines, which causes a shift in the normal flora of the oral mucosa and triggers the growth and development of various pathogenic germs (<xref ref-type="bibr" rid="B33">33</xref>). Xiao et al. conducted <italic>in vivo</italic> experiments on rats treated to be hyperglycemic. This study found elevated levels of <italic>Enterobacteriaceae</italic>, <italic>Aerococcus</italic>, <italic>Enterococcus</italic>, and <italic>Staphylococcus</italic> which are often associated with T2DM (<xref ref-type="bibr" rid="B34">34</xref>). The human and mouse microbiomes have identical compositions at the phylum level, including <italic>Firmicutes</italic> and <italic>Bacteroidetes</italic>, followed by <italic>Actinobacteria</italic> and <italic>Proteobacteria</italic> In addition, at the genus level, <italic>Lactobacillus</italic> is the dominant genus at 8 weeks of age and remains dominant during the development of T2DM (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>).</p>
</sec>
<sec id="S3.SS2">
<title>3.2. Is there sufficient clinical evidence or clinical trials?</title>
<p><xref ref-type="table" rid="T1">Table 1</xref> showed that some of these studies showed contrasting findings. Almeida-Santos et al. and Lee et al. found no difference in oral microbiome profiles between diabetic and non-diabetic groups (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). However, it can be concluded that several oral microbiomes are quite often found in T2DM, including the <italic>Firmicutes</italic> and <italic>Bacteroidetes</italic> phylum, followed by <italic>Actinobacteria</italic> and <italic>Proteobacteria</italic>. Based on <italic>in vivo</italic> and clinical studies, the mechanism of identification and the correlation between the oral microbiome and the occurrence of T2DM still need to be further researched, especially considering the possible differences between ethnicities or populations (<xref ref-type="bibr" rid="B43">43</xref>). It is realized, the insignificant of studies in <xref ref-type="table" rid="T1">Table 1</xref> were likely underpowered because perhaps the number of samples was relatively small (&#x003C;50 patients). Future clinical trial studies or RCTs should be conducted with more power based on sample size, may more than fifty patients or subject.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>List of clinical evidence regarding the effectivity of oral microbiome in detecting type 2 diabetes mellitus (T2DM).</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">No</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Studies</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Outcomes</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">References</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Characterization of the type of oral microbiome in T2DM patients (RNA sequencing method, <italic>n</italic> = 46); BMI or Body Mass Index (kg/m2) defined as normal weight, preobese, obese, and the obese category had a higher Shannon index for the abundance of amplicon sequence variants (ASVs), followed by the preobese category.</td>
<td valign="top" align="left">&#x2219;&#x2004;Based on phylum, Oral microbiomes that are detected in T2DM:<break/><italic>Firmicutes</italic> (45%) &#x2191;, <italic>Bacteroidetes</italic> (22%)&#x2191;, <italic>Proteobacteria</italic> (16%)&#x2191;, <italic>Actinobacteria</italic> (9%)&#x2191;, and <italic>Fusobacteria</italic> (6%)&#x2191;.<break/>&#x2219;&#x2004;Based on the genus, the oral microbiome is dominated by <italic>Streptococcus</italic> (29%)&#x2191;, <italic>Prevotella</italic> (14%)&#x2191;, and <italic>Neisseria</italic> (5%)&#x2191;.<break/>&#x2219;&#x2004;There were no significant differences in the oral microbiome profiles in diabetic and non-diabetic patients.<break/>&#x2219;&#x2004;There was no significant difference in alpha and beta diversity levels in diabetic and non-diabetic groups.</td>
<td valign="top" align="left">Almeida-Santos et al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Characterization of the type of oral microbiome in T2DM patients (DNA sequencing method, <italic>n</italic> = 26); BMI 25.0 &#x00B1; 1.3 (Diabetes group; <italic>n</italic> = 10) and 24.6 &#x00B1; 2.2 (Non-diabetes group; <italic>n</italic> = 13).</td>
<td valign="top" align="left">&#x2219;&#x2004;Based on the phylum, the oral microbiome is dominated by <italic>Firmicutes</italic>&#x2191;, while <italic>Streptococcus</italic>&#x2191; dominates the genus level.<break/>&#x2219;&#x2004;There was no significant difference in alpha and beta diversity levels in diabetic and non-diabetic groups.</td>
<td valign="top" align="left">Lee et al. (<xref ref-type="bibr" rid="B38">38</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Characterization of the type of oral microbiome in T2DM patients (DNA sequencing method, <italic>n</italic> = 24); BMI in this study was not reported.</td>
<td valign="top" align="left">&#x2219;&#x2004;Diabetes mellitus causes environmental changes and a shift in microbial homeostasis of the oral mucosa.<break/>&#x2219;&#x2004;Oral microbiomes that are detected in DMT2 patients include:<break/><italic>Bacillus mojavensis</italic>&#x2191;, <italic>Enterobacter cloacae</italic>, <italic>Proteus mirabilis</italic>&#x2191;, <italic>Staphylococcus epidermidis</italic>&#x2191;, <italic>Staphylococcus hominis</italic>&#x2191;, <italic>Staphylococcus pasteuri</italic>&#x2191;, <italic>Streptococcus mutans</italic>&#x2191;, and <italic>Streptococcus pasteurianus</italic>&#x2191;.</td>
<td valign="top" align="left">Ali et al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Changes in oral microbiome in periodontitis in T2DM and non-diabetic patients (RCT study, <italic>n</italic> = 133); BMI was observed for each group.</td>
<td valign="top" align="left">&#x2219;&#x2004;The proportion of <italic>Prevotella copri</italic>&#x2191;, <italic>Alloprevotella rava</italic>&#x2191;, and <italic>Ralstonia pickettii</italic>&#x2191; increased in patients with periodontitis in both T2DM and non-diabetic groups.<break/>&#x2219;&#x2004;Moreover, the oral microbiome will decrease once glucose levels in the patient are controlled.</td>
<td valign="top" align="left">Sun et al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Characterization of the type of oral microbiome in T2DM patients (DNA sequencing method, <italic>n</italic> = 128); BMI was observed for each group, 24.9 &#x00B1; 5.7 in Normoglycemic (<italic>n</italic> = 32) and &#x003E;30.0 in Pre-DM and DM groups.</td>
<td valign="top" align="left">&#x2219;&#x2004;<italic>Fusobacteria</italic> and <italic>Actinobacteria</italic> are significantly more abundant (&#x2191;) than <italic>Proteobacteria</italic> (&#x2193;) in diabetic subjects.</td>
<td valign="top" align="left">Matsha et al. (<xref ref-type="bibr" rid="B13">13</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Characterization of salivary microbiota in elderly patients with T2DM (RNA metagenomic analysis, <italic>n</italic> = 84); As a matched case&#x2013;control study and BMI in this study were not reported.</td>
<td valign="top" align="left">&#x2219;&#x2004;The phylum <italic>Firmicutes</italic>&#x2191; was abundant in patients with T2DM, whereas the phylum <italic>Bacteroidetes</italic>&#x2191; was abundant in controls.</td>
<td valign="top" align="left">Omori et al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Characterization of oral microbiome profile of Chinese patients with T2DM (RNA sequencing, <italic>n</italic> = 442); 20.1 &#x00B1; 1.2 in Control/Health groups and 27.1 &#x00B1; 0.8 in T2DM</td>
<td valign="top" align="left">&#x2219;&#x2004;The <italic>Firmicutes</italic>/<italic>Bacteroidetes</italic>&#x2191; ratio increased in T2DM.<break/>&#x2219;&#x2004;T2DM patients presented significantly higher numbers of <italic>Neisseria</italic>&#x2191;, <italic>Streptococcus</italic>&#x2191;, <italic>Haemophilus</italic>&#x2191;, and <italic>Pseudomonas</italic>&#x2191;, and lower numbers of <italic>Acinetobacteria</italic>&#x2193; compared with healthy controls.</td>
<td valign="top" align="left">Chen et al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>&#x2191; Indicates an increase in number or abundance, and &#x2193; indicates a decrease in the number of oral bacteria.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>4. Discussion with future implications and strategies</title>
<p>Previous studies has highlighted the interesting bidirectional relationship between the salivary microbiome and T2DM (<xref ref-type="bibr" rid="B44">44</xref>). The abundance of <italic>Firmicutes</italic> and increased ratio of <italic>Firmicutes</italic>/<italic>Bacteroidetes</italic> were found in most studies. It has been suggested that the <italic>Firmicutes</italic> were more efficient than the <italic>Bacteroidetes</italic> at obtaining energy from food, resulting in more effective absorption of calories and the ensuing weight gain (<xref ref-type="bibr" rid="B45">45</xref>). On the other hand, dietary intake and obesity were correlated with the incidence of T2DM (<xref ref-type="bibr" rid="B46">46</xref>). A lower level of <italic>Bacteroidetes</italic> has also been linked with the incidence of inflammatory disease (<xref ref-type="bibr" rid="B47">47</xref>), while inflammation also initiates the pathophysiology of T2DM (<xref ref-type="bibr" rid="B48">48</xref>). However, even this fundamental theory was found to be contradicted as <italic>Firmicutes</italic> was argued to be health-promoting bacteria through the synthesis of butyrate (<xref ref-type="bibr" rid="B49">49</xref>). Lee et al., Chen et al. and Ali et al. also mentioned that <italic>Streptococcus</italic> was one of the abundant bacteria in the oral microbiome of T2DM subjects (<xref ref-type="fig" rid="F1">Figure 1</xref>) (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Lower <italic>Prevotella</italic> and higher <italic>Streptococcus</italic> may be explained by low salivary pH that is caused by prolonged elevated blood glucose (<xref ref-type="bibr" rid="B12">12</xref>). However, a clinical research report stated that salivary microbiome profiles were prone to change, as they might be influenced by different stages of oral diseases (<xref ref-type="bibr" rid="B13">13</xref>). This was confirmed by the study of Sun et al. (<xref ref-type="bibr" rid="B40">40</xref>) as the changes of bacteria between diabetic and non-diabetic groups were similar in the presence of periodontitis.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Salivary microbiome as a potential biodetector for type 2 diabetes mellitus (T2DM). Created with <ext-link ext-link-type="uri" xlink:href="http://BioRender.com">BioRender.com</ext-link> premium license by Fahrul Nurkolis.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-10-1113591-g001.tif"/>
</fig>
<p>Even though oral microbial profiles exhibited wide metabolic implications that were similar but at a lower level compared to gut microbiome (<xref ref-type="bibr" rid="B50">50</xref>), they may contribute an important role as biodetector of diseases, especially T2DM. Learning from the studies reviewed in this opinion, it can be concluded that randomized controlled trials (RCTs) are needed to consolidate the evidence regarding the link between oral microbiome and T2DM. These studies presented us with insights regarding related bacteria that can be targeted during upcoming RCTs, as these bacteria have been studied for their correlation with impaired metabolical conditions such as T2DM. Profiling the salivary microbiome may become a feasible rapid test in detecting T2DM (<xref ref-type="fig" rid="F1">Figure 1</xref>), considering the fact that bio samples of the oral cavity will be easier to procure compared to gut (fecal) microbiota for future use, compared to detection using blood which some people are afraid of needles.</p>
</sec>
<sec id="S5" sec-type="author-contributions">
<title>Author contributions</title>
<p>HH and FN: conception and design of opinion studies. FN: figure visualization and BioRender license holder. All authors wrote, edited, and revised the manuscript, and approved the final version of the submitted manuscript.</p>
</sec>
</body>
<back>
<sec id="S6" sec-type="COI-statement">
<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="S7" 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>
<ref-list>
<title>References</title>
<ref id="B1"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berg</surname> <given-names>G</given-names></name> <name><surname>Rybakova</surname> <given-names>D</given-names></name> <name><surname>Fischer</surname> <given-names>D</given-names></name> <name><surname>Cernava</surname> <given-names>T</given-names></name> <name><surname>Verg&#x00E8;s</surname> <given-names>M</given-names></name> <name><surname>Charles</surname> <given-names>T</given-names></name><etal/></person-group> <article-title>Microbiome definition re-visited: old concepts and new challenges.</article-title> <source><italic>Microbiome.</italic></source> (<year>2020</year>) <volume>8</volume>:<issue>103</issue>. <pub-id pub-id-type="doi">10.1186/s40168-020-00875-0</pub-id> <pub-id pub-id-type="pmid">32605663</pub-id></citation></ref>
<ref id="B2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rajagopala</surname> <given-names>SV</given-names></name> <name><surname>Vashee</surname> <given-names>S</given-names></name> <name><surname>Oldfield</surname> <given-names>L</given-names></name> <name><surname>Suzuki</surname> <given-names>Y</given-names></name> <name><surname>Venter</surname> <given-names>J</given-names></name> <name><surname>Telenti</surname> <given-names>A</given-names></name><etal/></person-group> <article-title>The human microbiome and cancer.</article-title> <source><italic>Cancer Prev Res (Phila).</italic></source> (<year>2017</year>) <volume>10</volume>:<fpage>226</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1158/1940-6207.CAPR-16-0249</pub-id> <pub-id pub-id-type="pmid">28096237</pub-id></citation></ref>
<ref id="B3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coker</surname> <given-names>O</given-names></name></person-group>. <article-title>Non-bacteria microbiome (virus, fungi, and archaea) in gastrointestinal cancer.</article-title> <source><italic>J Gastroenterol Hepatol.</italic></source> (<year>2022</year>) <volume>37</volume>:<fpage>256</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1111/jgh.15738</pub-id> <pub-id pub-id-type="pmid">34825404</pub-id></citation></ref>
<ref id="B4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Valdes</surname> <given-names>A</given-names></name> <name><surname>Walter</surname> <given-names>J</given-names></name> <name><surname>Segal</surname> <given-names>E</given-names></name> <name><surname>Spector</surname> <given-names>T</given-names></name></person-group>. <article-title>Role of the gut microbiota in nutrition and health.</article-title> <source><italic>BMJ.</italic></source> (<year>2018</year>) <volume>361</volume>:<issue>k2179</issue>. <pub-id pub-id-type="doi">10.1136/bmj.k2179</pub-id> <pub-id pub-id-type="pmid">29899036</pub-id></citation></ref>
<ref id="B5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Deo</surname> <given-names>P</given-names></name> <name><surname>Deshmukh</surname> <given-names>R</given-names></name></person-group>. <article-title>Oral microbiome: unveiling the fundamentals.</article-title> <source><italic>J Oral Maxillofac Pathol JOMFP.</italic></source> (<year>2019</year>) <volume>23</volume>:<fpage>122</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.4103/jomfp.JOMFP_152_19</pub-id></citation></ref>
<ref id="B6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Park</surname> <given-names>S</given-names></name> <name><surname>Hwang</surname> <given-names>B</given-names></name> <name><surname>Lim</surname> <given-names>M</given-names></name> <name><surname>Ok</surname> <given-names>S</given-names></name> <name><surname>Lee</surname> <given-names>S</given-names></name> <name><surname>Chun</surname> <given-names>K</given-names></name><etal/></person-group> <article-title>Oral-gut microbiome axis in gastrointestinal disease and cancer.</article-title> <source><italic>Cancers.</italic></source> (<year>2021</year>) <volume>13</volume>:<issue>2124</issue>. <pub-id pub-id-type="doi">10.3390/cancers13092124</pub-id> <pub-id pub-id-type="pmid">33924899</pub-id></citation></ref>
<ref id="B7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname> <given-names>Y</given-names></name> <name><surname>Totsika</surname> <given-names>M</given-names></name> <name><surname>Morrison</surname> <given-names>M</given-names></name> <name><surname>Punyadeera</surname> <given-names>C</given-names></name></person-group>. <article-title>Oral microbiome: a new biomarker reservoir for oral and oropharyngeal cancers.</article-title> <source><italic>Theranostics.</italic></source> (<year>2017</year>) <volume>7</volume>:<fpage>4313</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.7150/thno.21804</pub-id> <pub-id pub-id-type="pmid">29158828</pub-id></citation></ref>
<ref id="B8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sedghi</surname> <given-names>L</given-names></name> <name><surname>DiMassa</surname> <given-names>V</given-names></name> <name><surname>Harrington</surname> <given-names>A</given-names></name> <name><surname>Lynch</surname> <given-names>SV</given-names></name> <name><surname>Kapila</surname> <given-names>Y</given-names></name></person-group>. <article-title>The oral microbiome: role of key organisms and complex networks in oral health and disease.</article-title> <source><italic>Periodontol 2000.</italic></source> (<year>2021</year>) <volume>87</volume>:<fpage>107</fpage>&#x2013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1111/prd.12393</pub-id> <pub-id pub-id-type="pmid">34463991</pub-id></citation></ref>
<ref id="B9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jia</surname> <given-names>G</given-names></name> <name><surname>Zhi</surname> <given-names>A</given-names></name> <name><surname>Lai</surname> <given-names>P</given-names></name> <name><surname>Wang</surname> <given-names>G</given-names></name> <name><surname>Xia</surname> <given-names>Y</given-names></name> <name><surname>Xiong</surname> <given-names>Z</given-names></name><etal/></person-group> <article-title>The oral microbiota - a mechanistic role for systemic diseases.</article-title> <source><italic>Br Dent J.</italic></source> (<year>2018</year>) <volume>224</volume>:<fpage>447</fpage>&#x2013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.1038/sj.bdj.2018.217</pub-id> <pub-id pub-id-type="pmid">29569607</pub-id></citation></ref>
<ref id="B10"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Senneby</surname> <given-names>A</given-names></name> <name><surname>Davies</surname> <given-names>J</given-names></name> <name><surname>Svens&#x00E4;ter</surname> <given-names>G</given-names></name> <name><surname>Neilands</surname> <given-names>J</given-names></name></person-group>. <article-title>Acid tolerance properties of dental biofilms in vivo.</article-title> <source><italic>BMC Microbiol.</italic></source> (<year>2017</year>) <volume>17</volume>:<issue>165</issue>. <pub-id pub-id-type="doi">10.1186/s12866-017-1074-7</pub-id> <pub-id pub-id-type="pmid">28743239</pub-id></citation></ref>
<ref id="B11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>YK</given-names></name> <name><surname>Chen</surname> <given-names>V</given-names></name> <name><surname>He</surname> <given-names>JZ</given-names></name> <name><surname>Zheng</surname> <given-names>X</given-names></name> <name><surname>Xu</surname> <given-names>X</given-names></name> <name><surname>Zhou</surname> <given-names>XD</given-names></name></person-group>. <article-title>A salivary microbiome-based auxiliary diagnostic model for type 2 diabetes mellitus.</article-title> <source><italic>Arch Oral Biol.</italic></source> (<year>2021</year>) <volume>126</volume>:<issue>105118</issue>.</citation></ref>
<ref id="B12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goodson</surname> <given-names>J</given-names></name> <name><surname>Hartman</surname> <given-names>M</given-names></name> <name><surname>Shi</surname> <given-names>P</given-names></name> <name><surname>Hasturk</surname> <given-names>H</given-names></name> <name><surname>Yaskell</surname> <given-names>T</given-names></name> <name><surname>Vargas</surname> <given-names>J</given-names></name><etal/></person-group> <article-title>The salivary microbiome is altered in the presence of a high salivary glucose concentration.</article-title> <source><italic>PLoS One.</italic></source> (<year>2017</year>) <volume>12</volume>:<issue>e0170437</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0170437</pub-id> <pub-id pub-id-type="pmid">28249034</pub-id></citation></ref>
<ref id="B13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Matsha</surname> <given-names>T</given-names></name> <name><surname>Prince</surname> <given-names>Y</given-names></name> <name><surname>Davids</surname> <given-names>S</given-names></name> <name><surname>Chikte</surname> <given-names>U</given-names></name> <name><surname>Erasmus</surname> <given-names>R</given-names></name> <name><surname>Kengne</surname> <given-names>A</given-names></name><etal/></person-group> <article-title>Oral microbiome signatures in diabetes mellitus and periodontal disease.</article-title> <source><italic>J Dent Res.</italic></source> (<year>2020</year>) <volume>99</volume>:<fpage>658</fpage>&#x2013;<lpage>65</lpage>. <pub-id pub-id-type="doi">10.1177/0022034520913818</pub-id> <pub-id pub-id-type="pmid">32298191</pub-id></citation></ref>
<ref id="B14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Long</surname> <given-names>J</given-names></name> <name><surname>Cai</surname> <given-names>Q</given-names></name> <name><surname>Steinwandel</surname> <given-names>M</given-names></name> <name><surname>Hargreaves</surname> <given-names>M</given-names></name> <name><surname>Bordenstein</surname> <given-names>S</given-names></name> <name><surname>Blot</surname> <given-names>W</given-names></name><etal/></person-group> <article-title>Association of oral microbiome with type 2 diabetes risk.</article-title> <source><italic>J Periodontal Res.</italic></source> (<year>2017</year>) <volume>52</volume>:<fpage>636</fpage>&#x2013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1111/jre.12432</pub-id> <pub-id pub-id-type="pmid">28177125</pub-id></citation></ref>
<ref id="B15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rungrueang</surname> <given-names>K</given-names></name> <name><surname>Yuma</surname> <given-names>S</given-names></name> <name><surname>Tantipoj</surname> <given-names>C</given-names></name> <name><surname>Khovidhunkit</surname> <given-names>S</given-names></name> <name><surname>Fuangtharnthip</surname> <given-names>P</given-names></name> <name><surname>Thuramonwong</surname> <given-names>T</given-names></name><etal/></person-group> <article-title>Oral bacterial microbiomes in association with potential prediabetes using different criteria of diagnosis.</article-title> <source><italic>Int J Environ Res Public Health.</italic></source> (<year>2021</year>) <volume>18</volume>:<issue>7436</issue>. <pub-id pub-id-type="doi">10.3390/ijerph18147436</pub-id> <pub-id pub-id-type="pmid">34299886</pub-id></citation></ref>
<ref id="B16"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anbalagan</surname> <given-names>R</given-names></name> <name><surname>Srikanth</surname> <given-names>P</given-names></name> <name><surname>Mani</surname> <given-names>M</given-names></name> <name><surname>Barani</surname> <given-names>R</given-names></name> <name><surname>Seshadri</surname> <given-names>K</given-names></name> <name><surname>Janarthanan</surname> <given-names>R</given-names></name></person-group>. <article-title>Next generation sequencing of oral microbiota in type 2 diabetes mellitus prior to and after neem stick usage and correlation with serum monocyte chemoattractant-1.</article-title> <source><italic>Diabetes Res Clin Pract.</italic></source> (<year>2017</year>) <volume>130</volume>:<fpage>204</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1016/j.diabres.2017.06.009</pub-id> <pub-id pub-id-type="pmid">28648853</pub-id></citation></ref>
<ref id="B17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mark Welch</surname> <given-names>J</given-names></name> <name><surname>Ram&#x00ED;rez-Puebla</surname> <given-names>S</given-names></name> <name><surname>Borisy</surname> <given-names>G</given-names></name></person-group>. <article-title>Oral microbiome geography: micron-scale habitat and niche.</article-title> <source><italic>Cell Host Microbe.</italic></source> (<year>2020</year>) <volume>28</volume>:<fpage>160</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.chom.2020.07.009</pub-id> <pub-id pub-id-type="pmid">32791109</pub-id></citation></ref>
<ref id="B18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharma</surname> <given-names>N</given-names></name> <name><surname>Bhatia</surname> <given-names>S</given-names></name> <name><surname>Sodhi</surname> <given-names>A</given-names></name> <name><surname>Batra</surname> <given-names>N</given-names></name></person-group>. <article-title>Oral microbiome and health.</article-title> <source><italic>AIMS Microbiol.</italic></source> (<year>2018</year>) <volume>4</volume>:<fpage>42</fpage>&#x2013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.3934/microbiol.2018.1.42</pub-id> <pub-id pub-id-type="pmid">31294203</pub-id></citation></ref>
<ref id="B19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dong</surname> <given-names>J</given-names></name> <name><surname>Li</surname> <given-names>W</given-names></name> <name><surname>Wang</surname> <given-names>Q</given-names></name> <name><surname>Chen</surname> <given-names>J</given-names></name> <name><surname>Zu</surname> <given-names>Y</given-names></name> <name><surname>Zhou</surname> <given-names>X</given-names></name><etal/></person-group> <article-title>Relationships between oral microecosystem and respiratory diseases.</article-title> <source><italic>Front Mol Biosci.</italic></source> (<year>2021</year>) <volume>8</volume>:<issue>718222</issue>.</citation></ref>
<ref id="B20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Si</surname> <given-names>J</given-names></name> <name><surname>Lee</surname> <given-names>C</given-names></name> <name><surname>Ko</surname> <given-names>G</given-names></name></person-group>. <article-title>Oral microbiota: microbial biomarkers of metabolic syndrome independent of host genetic factors.</article-title> <source><italic>Front Cell Infect Microbiol.</italic></source> (<year>2017</year>) <volume>7</volume>:<issue>516</issue>. <pub-id pub-id-type="doi">10.3389/fcimb.2017.00516</pub-id> <pub-id pub-id-type="pmid">29326886</pub-id></citation></ref>
<ref id="B21"><label>21.</label><citation citation-type="journal"><collab>Human Microbiome Project Consortium.</collab> <article-title>Structure, function and diversity of the healthy human microbiome.</article-title> <source><italic>Nature.</italic></source> (<year>2012</year>) <volume>486</volume>:<fpage>207</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1038/nature11234</pub-id> <pub-id pub-id-type="pmid">22699609</pub-id></citation></ref>
<ref id="B22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Y</given-names></name> <name><surname>Cui</surname> <given-names>J</given-names></name> <name><surname>Liu</surname> <given-names>Y</given-names></name> <name><surname>Chen</surname> <given-names>K</given-names></name> <name><surname>Huang</surname> <given-names>L</given-names></name> <name><surname>Liu</surname> <given-names>Y</given-names></name></person-group>. <article-title>Oral, Tongue-coating microbiota, and metabolic disorders: a novel area of interactive research.</article-title> <source><italic>Front Cardiovasc Med.</italic></source> (<year>2021</year>) <volume>8</volume>:<issue>730203</issue>. <pub-id pub-id-type="doi">10.3389/fcvm.2021.730203</pub-id> <pub-id pub-id-type="pmid">34490384</pub-id></citation></ref>
<ref id="B23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Jesus</surname> <given-names>V</given-names></name> <name><surname>Khan</surname> <given-names>M</given-names></name> <name><surname>Mittermuller</surname> <given-names>B</given-names></name> <name><surname>Duan</surname> <given-names>K</given-names></name> <name><surname>Hu</surname> <given-names>P</given-names></name> <name><surname>Schroth</surname> <given-names>R</given-names></name><etal/></person-group> <article-title>Characterization of supragingival plaque and oral swab microbiomes in children with severe early childhood caries.</article-title> <source><italic>Front Microbiol.</italic></source> (<year>2021</year>) <volume>12</volume>:<issue>683685</issue>. <pub-id pub-id-type="doi">10.3389/fmicb.2021.683685</pub-id> <pub-id pub-id-type="pmid">34248903</pub-id></citation></ref>
<ref id="B24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McLean</surname> <given-names>J</given-names></name></person-group>. <article-title>Advancements toward a systems level understanding of the human oral microbiome.</article-title> <source><italic>Front Cell Infect Microbiol.</italic></source> (<year>2014</year>) <volume>4</volume>:<issue>98</issue>. <pub-id pub-id-type="doi">10.3389/fcimb.2014.00098</pub-id> <pub-id pub-id-type="pmid">25120956</pub-id></citation></ref>
<ref id="B25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chattopadhyay</surname> <given-names>I</given-names></name> <name><surname>Verma</surname> <given-names>M</given-names></name> <name><surname>Panda</surname> <given-names>M</given-names></name></person-group>. <article-title>Role of oral microbiome signatures in diagnosis and prognosis of oral cancer.</article-title> <source><italic>Technol Cancer Res Treat.</italic></source> (<year>2019</year>) <volume>18</volume>:<issue>1533033819867354</issue>. <pub-id pub-id-type="doi">10.1177/1533033819867354</pub-id> <pub-id pub-id-type="pmid">31370775</pub-id></citation></ref>
<ref id="B26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Y</given-names></name> <name><surname>Chen</surname> <given-names>X</given-names></name> <name><surname>Yu</surname> <given-names>H</given-names></name> <name><surname>Zhou</surname> <given-names>H</given-names></name> <name><surname>Xu</surname> <given-names>S</given-names></name></person-group>. <article-title>Oral microbiota as promising diagnostic biomarkers for gastrointestinal cancer: a systematic review.</article-title> <source><italic>Onco Targets Ther.</italic></source> (<year>2019</year>) <volume>12</volume>:<fpage>11131</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.2147/OTT.S230262</pub-id> <pub-id pub-id-type="pmid">31908481</pub-id></citation></ref>
<ref id="B27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peng</surname> <given-names>X</given-names></name> <name><surname>Cheng</surname> <given-names>L</given-names></name> <name><surname>You</surname> <given-names>Y</given-names></name> <name><surname>Tang</surname> <given-names>C</given-names></name> <name><surname>Ren</surname> <given-names>B</given-names></name> <name><surname>Li</surname> <given-names>Y</given-names></name><etal/></person-group> <article-title>Oral microbiota in human systematic diseases.</article-title> <source><italic>Int J Oral Sci.</italic></source> (<year>2022</year>) <volume>14</volume>:<fpage>1</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1038/s41368-022-00163-7</pub-id> <pub-id pub-id-type="pmid">35236828</pub-id></citation></ref>
<ref id="B28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peven</surname> <given-names>J</given-names></name> <name><surname>Jakicic</surname> <given-names>J</given-names></name> <name><surname>Rogers</surname> <given-names>R</given-names></name> <name><surname>Lesnovskaya</surname> <given-names>A</given-names></name> <name><surname>Erickson</surname> <given-names>K</given-names></name> <name><surname>Kang</surname> <given-names>C</given-names></name><etal/></person-group> <article-title>The effects of a 12-month weight loss intervention on cognitive outcomes in adults with overweight and obesity.</article-title> <source><italic>Nutrients.</italic></source> (<year>2020</year>) <volume>12</volume>:<fpage>1</fpage>&#x2013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.3390/nu12102988</pub-id> <pub-id pub-id-type="pmid">33003548</pub-id></citation></ref>
<ref id="B29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simpson</surname> <given-names>K</given-names></name> <name><surname>Thomas</surname> <given-names>J</given-names></name></person-group>. <article-title>Oral microbiome: contributions to local and systemic infections.</article-title> <source><italic>Curr Oral Heal Rep.</italic></source> (<year>2016</year>) <volume>3</volume>:<fpage>45</fpage>&#x2013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.1007/s40496-016-0079-x</pub-id></citation></ref>
<ref id="B30"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Parahitiyawa</surname> <given-names>N</given-names></name> <name><surname>Jin</surname> <given-names>L</given-names></name> <name><surname>Leung</surname> <given-names>W</given-names></name> <name><surname>Yam</surname> <given-names>W</given-names></name> <name><surname>Samaranayake</surname> <given-names>L</given-names></name></person-group>. <article-title>Microbiology of odontogenic bacteremia: beyond endocarditis.</article-title> <source><italic>Clin Microbiol Rev.</italic></source> (<year>2009</year>) <volume>22</volume>:<fpage>46</fpage>&#x2013;<lpage>64, Table of Contents</lpage>. <pub-id pub-id-type="doi">10.1128/CMR.00028-08</pub-id> <pub-id pub-id-type="pmid">19136433</pub-id></citation></ref>
<ref id="B31"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Iida</surname> <given-names>Y</given-names></name> <name><surname>Honda</surname> <given-names>K</given-names></name> <name><surname>Suzuki</surname> <given-names>T</given-names></name> <name><surname>Matsukawa</surname> <given-names>S</given-names></name> <name><surname>Kawai</surname> <given-names>T</given-names></name> <name><surname>Shimahara</surname> <given-names>T</given-names></name><etal/></person-group> <article-title>Brain abscess in which Porphyromonas gingivalis was detected in cerebrospinal fluid.</article-title> <source><italic>Br J Oral Maxillofac Surg.</italic></source> (<year>2004</year>) <volume>42</volume>:<issue>180</issue>. <pub-id pub-id-type="doi">10.1016/S0266-4356(03)00190-6</pub-id></citation></ref>
<ref id="B32"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ewald</surname> <given-names>C</given-names></name> <name><surname>Kuhn</surname> <given-names>S</given-names></name> <name><surname>Kalff</surname> <given-names>R</given-names></name></person-group>. <article-title>Pyogenic infections of the central nervous system secondary to dental affections&#x2013;a report of six cases.</article-title> <source><italic>Neurosurg Rev.</italic></source> (<year>2006</year>) <volume>29</volume>:<fpage>163</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1007/s10143-005-0009-1</pub-id> <pub-id pub-id-type="pmid">16501929</pub-id></citation></ref>
<ref id="B33"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>F</given-names></name> <name><surname>Wang</surname> <given-names>W</given-names></name> <name><surname>Yin</surname> <given-names>P</given-names></name> <name><surname>Liu</surname> <given-names>Y</given-names></name> <name><surname>Liu</surname> <given-names>J</given-names></name> <name><surname>Wang</surname> <given-names>L</given-names></name><etal/></person-group> <article-title>Mortality and years of life lost in diabetes mellitus and its subcategories in china and its provinces, 2005-2020.</article-title> <source><italic>J Diabetes Res.</italic></source> (<year>2022</year>) <volume>2022</volume>:<issue>1609267</issue>. <pub-id pub-id-type="doi">10.1155/2022/1609267</pub-id> <pub-id pub-id-type="pmid">35493611</pub-id></citation></ref>
<ref id="B34"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xiao</surname> <given-names>E</given-names></name> <name><surname>Mattos</surname> <given-names>M</given-names></name> <name><surname>Vieira</surname> <given-names>G</given-names></name> <name><surname>Chen</surname> <given-names>S</given-names></name> <name><surname>Corr&#x00EA;a</surname> <given-names>J</given-names></name> <name><surname>Wu</surname> <given-names>Y</given-names></name><etal/></person-group> <article-title>Diabetes enhances IL-17 expression and alters the oral microbiome to increase its pathogenicity.</article-title> <source><italic>Cell Host Microbe.</italic></source> (<year>2017</year>) <volume>22</volume>:<fpage>120</fpage>&#x2013;<lpage>8.e4</lpage>. <pub-id pub-id-type="doi">10.1016/j.chom.2017.06.014</pub-id> <pub-id pub-id-type="pmid">28704648</pub-id></citation></ref>
<ref id="B35"><label>35.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>W</given-names></name> <name><surname>Xu</surname> <given-names>H</given-names></name> <name><surname>Zhan</surname> <given-names>L</given-names></name> <name><surname>Lu</surname> <given-names>X</given-names></name> <name><surname>Zhang</surname> <given-names>L</given-names></name></person-group>. <article-title>Dynamic development of fecal microbiome during the progression of diabetes mellitus in zucker diabetic fatty rats.</article-title> <source><italic>Front Microbiol.</italic></source> (<year>2019</year>) <volume>10</volume>:<issue>232</issue>. <pub-id pub-id-type="doi">10.3389/fmicb.2019.00232</pub-id> <pub-id pub-id-type="pmid">30837966</pub-id></citation></ref>
<ref id="B36"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Naseer</surname> <given-names>M</given-names></name> <name><surname>Bibi</surname> <given-names>F</given-names></name> <name><surname>Alqahtani</surname> <given-names>M</given-names></name> <name><surname>Chaudhary</surname> <given-names>A</given-names></name> <name><surname>Azhar</surname> <given-names>E</given-names></name> <name><surname>Kamal</surname> <given-names>M</given-names></name><etal/></person-group> <article-title>Role of gut microbiota in obesity, type 2 diabetes and Alzheimer&#x2019;s disease.</article-title> <source><italic>CNS Neurol Disord Drug Targets.</italic></source> (<year>2014</year>) <volume>13</volume>:<fpage>305</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.2174/18715273113126660147</pub-id> <pub-id pub-id-type="pmid">24059313</pub-id></citation></ref>
<ref id="B37"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Almeida-Santos</surname> <given-names>A</given-names></name> <name><surname>Martins-Mendes</surname> <given-names>D</given-names></name> <name><surname>Gay&#x00E0;-Vidal</surname> <given-names>M</given-names></name> <name><surname>P&#x00E9;rez-Pardal</surname> <given-names>L</given-names></name> <name><surname>Beja-Pereira</surname> <given-names>A</given-names></name></person-group>. <article-title>Characterization of the oral microbiome of medicated type-2 diabetes patients.</article-title> <source><italic>Front Microbiol.</italic></source> (<year>2021</year>) <volume>12</volume>:<issue>610370</issue>. <pub-id pub-id-type="doi">10.3389/fmicb.2021.610370</pub-id> <pub-id pub-id-type="pmid">33613481</pub-id></citation></ref>
<ref id="B38"><label>38.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>J</given-names></name> <name><surname>Lee</surname> <given-names>Y</given-names></name> <name><surname>Choi</surname> <given-names>S</given-names></name> <name><surname>Bae</surname> <given-names>E</given-names></name> <name><surname>Lee</surname> <given-names>D</given-names></name></person-group>. <article-title>Correlation analysis of the oral mucosal microbiome and diabetes mellitus using microbial DNA in elderly male subjects.</article-title> <source><italic>Oral Biol Res.</italic></source> (<year>2022</year>) <volume>46</volume>:<fpage>10</fpage>&#x2013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.21851/obr.46.01.202203.10</pub-id></citation></ref>
<ref id="B39"><label>39.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ali</surname> <given-names>T</given-names></name> <name><surname>Rumnaz</surname> <given-names>A</given-names></name> <name><surname>Urmi</surname> <given-names>U</given-names></name> <name><surname>Nahar</surname> <given-names>S</given-names></name> <name><surname>Rana</surname> <given-names>M</given-names></name> <name><surname>Sultana</surname> <given-names>F</given-names></name><etal/></person-group> <article-title>Type-2 diabetes mellitus individuals carry different periodontal bacteria.</article-title> <source><italic>Pesqui Bras Odontopediatria Clin Integr.</italic></source> (<year>2021</year>) <volume>21</volume>:<fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1590/pboci.2021.049</pub-id></citation></ref>
<ref id="B40"><label>40.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>X</given-names></name> <name><surname>Li</surname> <given-names>M</given-names></name> <name><surname>Xia</surname> <given-names>L</given-names></name> <name><surname>Fang</surname> <given-names>Z</given-names></name> <name><surname>Yu</surname> <given-names>S</given-names></name> <name><surname>Gao</surname> <given-names>J</given-names></name><etal/></person-group> <article-title>Alteration of salivary microbiome in periodontitis with or without type-2 diabetes mellitus and metformin treatment.</article-title> <source><italic>Sci Rep.</italic></source> (<year>2020</year>) <volume>10</volume>:<issue>15363</issue>. <pub-id pub-id-type="doi">10.1038/s41598-020-72035-1</pub-id> <pub-id pub-id-type="pmid">32958790</pub-id></citation></ref>
<ref id="B41"><label>41.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Omori</surname> <given-names>M</given-names></name> <name><surname>Kato-Kogoe</surname> <given-names>N</given-names></name> <name><surname>Sakaguchi</surname> <given-names>S</given-names></name> <name><surname>Kamiya</surname> <given-names>K</given-names></name> <name><surname>Fukui</surname> <given-names>N</given-names></name> <name><surname>Gu</surname> <given-names>Y</given-names></name><etal/></person-group> <article-title>Characterization of salivary microbiota in elderly patients with type 2 diabetes mellitus: a matched case-control study.</article-title> <source><italic>Clin Oral Investig.</italic></source> (<year>2022</year>) <volume>26</volume>:<fpage>493</fpage>&#x2013;<lpage>504</lpage>. <pub-id pub-id-type="doi">10.1007/s00784-021-04027-y</pub-id> <pub-id pub-id-type="pmid">34143307</pub-id></citation></ref>
<ref id="B42"><label>42.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>B</given-names></name> <name><surname>Wang</surname> <given-names>Z</given-names></name> <name><surname>Wang</surname> <given-names>J</given-names></name> <name><surname>Su</surname> <given-names>X</given-names></name> <name><surname>Yang</surname> <given-names>J</given-names></name> <name><surname>Zhang</surname> <given-names>Q</given-names></name><etal/></person-group> <article-title>The oral microbiome profile and biomarker in Chinese type 2 diabetes mellitus patients.</article-title> <source><italic>Endocrine.</italic></source> (<year>2020</year>) <volume>68</volume>:<fpage>564</fpage>&#x2013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1007/s12020-020-02269-6</pub-id> <pub-id pub-id-type="pmid">32246318</pub-id></citation></ref>
<ref id="B43"><label>43.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fouhy</surname> <given-names>F</given-names></name> <name><surname>Clooney</surname> <given-names>A</given-names></name> <name><surname>Stanton</surname> <given-names>C</given-names></name> <name><surname>Claesson</surname> <given-names>M</given-names></name> <name><surname>Cotter</surname> <given-names>P</given-names></name></person-group>. <article-title>16S rRNA gene sequencing of mock microbial populations- impact of DNA extraction method, primer choice and sequencing platform.</article-title> <source><italic>BMC Microbiol.</italic></source> (<year>2016</year>) <volume>16</volume>:<issue>123</issue>. <pub-id pub-id-type="doi">10.1186/s12866-016-0738-z</pub-id> <pub-id pub-id-type="pmid">27342980</pub-id></citation></ref>
<ref id="B44"><label>44.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Negrini</surname> <given-names>T</given-names></name> <name><surname>Carlos</surname> <given-names>I</given-names></name> <name><surname>Duque</surname> <given-names>C</given-names></name> <name><surname>Caiaffa</surname> <given-names>K</given-names></name> <name><surname>Arthur</surname> <given-names>R</given-names></name></person-group>. <article-title>Interplay among the oral microbiome, oral cavity conditions, the host immune response, diabetes mellitus, and its associated-risk factors-an overview.</article-title> <source><italic>Front Oral Health.</italic></source> (<year>2021</year>) <volume>2</volume>:<issue>697428</issue>. <pub-id pub-id-type="doi">10.3389/froh.2021.697428</pub-id> <pub-id pub-id-type="pmid">35048037</pub-id></citation></ref>
<ref id="B45"><label>45.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Krajmalnik-Brown</surname> <given-names>R</given-names></name> <name><surname>Ilhan</surname> <given-names>Z</given-names></name> <name><surname>Kang</surname> <given-names>D</given-names></name> <name><surname>DiBaise</surname> <given-names>J</given-names></name></person-group>. <article-title>Effects of gut microbes on nutrient absorption and energy regulation.</article-title> <source><italic>Nutr Clin Pract.</italic></source> (<year>2012</year>) <volume>27</volume>:<fpage>201</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1177/0884533611436116</pub-id> <pub-id pub-id-type="pmid">22367888</pub-id></citation></ref>
<ref id="B46"><label>46.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Donin</surname> <given-names>A</given-names></name> <name><surname>Nightingale</surname> <given-names>C</given-names></name> <name><surname>Owen</surname> <given-names>C</given-names></name> <name><surname>Rudnicka</surname> <given-names>A</given-names></name> <name><surname>Jebb</surname> <given-names>S</given-names></name> <name><surname>Ambrosini</surname> <given-names>G</given-names></name><etal/></person-group> <article-title>Dietary energy intake is associated with type 2 diabetes risk markers in children.</article-title> <source><italic>Diabetes Care.</italic></source> (<year>2014</year>) <volume>37</volume>:<fpage>116</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.2337/dc13-1263</pub-id> <pub-id pub-id-type="pmid">23939542</pub-id></citation></ref>
<ref id="B47"><label>47.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>Y</given-names></name> <name><surname>Zhi</surname> <given-names>F</given-names></name></person-group>. <article-title>Lower level of <italic>Bacteroides</italic> in the gut microbiota is associated with inflammatory bowel disease: a meta-analysis.</article-title> <source><italic>Biomed Res Int.</italic></source> (<year>2016</year>) <volume>2016</volume>:<issue>5828959</issue>. <pub-id pub-id-type="doi">10.1155/2016/5828959</pub-id> <pub-id pub-id-type="pmid">27999802</pub-id></citation></ref>
<ref id="B48"><label>48.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tsalamandris</surname> <given-names>S</given-names></name> <name><surname>Antonopoulos</surname> <given-names>A</given-names></name> <name><surname>Oikonomou</surname> <given-names>E</given-names></name> <name><surname>Papamikroulis</surname> <given-names>G</given-names></name> <name><surname>Vogiatzi</surname> <given-names>G</given-names></name> <name><surname>Papaioannou</surname> <given-names>S</given-names></name><etal/></person-group> <article-title>The role of inflammation in diabetes: current concepts and future perspectives.</article-title> <source><italic>Eur Cardiol.</italic></source> (<year>2019</year>) <volume>14</volume>:<fpage>50</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.15420/ecr.2018.33.1</pub-id> <pub-id pub-id-type="pmid">31131037</pub-id></citation></ref>
<ref id="B49"><label>49.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Magne</surname> <given-names>F</given-names></name> <name><surname>Gotteland</surname> <given-names>M</given-names></name> <name><surname>Gauthier</surname> <given-names>L</given-names></name> <name><surname>Zazueta</surname> <given-names>A</given-names></name> <name><surname>Pesoa</surname> <given-names>S</given-names></name> <name><surname>Navarrete</surname> <given-names>P</given-names></name><etal/></person-group> <article-title>The firmicutes/bacteroidetes ratio: a relevant marker of gut dysbiosis in obese patients?</article-title> <source><italic>Nutrients.</italic></source> (<year>2020</year>) <volume>12</volume>:<issue>1474</issue>. <pub-id pub-id-type="doi">10.3390/nu12051474</pub-id> <pub-id pub-id-type="pmid">32438689</pub-id></citation></ref>
<ref id="B50"><label>50.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Acharya</surname> <given-names>A</given-names></name> <name><surname>Chan</surname> <given-names>Y</given-names></name> <name><surname>Kheur</surname> <given-names>S</given-names></name> <name><surname>Jin</surname> <given-names>L</given-names></name> <name><surname>Watt</surname> <given-names>R</given-names></name> <name><surname>Mattheos</surname> <given-names>N</given-names></name></person-group>. <article-title>Salivary microbiome in non-oral disease: a summary of evidence and commentary.</article-title> <source><italic>Arch Oral Biol.</italic></source> (<year>2017</year>) <volume>83</volume>:<fpage>169</fpage>&#x2013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.1016/j.archoralbio.2017.07.019</pub-id> <pub-id pub-id-type="pmid">28780386</pub-id></citation></ref>
</ref-list>
</back>
</article>