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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Dent. Med.</journal-id>
<journal-title>Frontiers in Dental Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Dent. Med.</abbrev-journal-title>
<issn pub-type="epub">2673-4915</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fdmed.2021.735535</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Dental Medicine</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Matrix Metalloproteinase 2 Is Associated With Secondary Caries Independent From the Restorative Material</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Benli</surname> <given-names>Merve</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1394341/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Frota de Souza</surname> <given-names>Luiza Arieta</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Deeley</surname> <given-names>Kathleen</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Modesto</surname> <given-names>Adriana</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/450120/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Vieira</surname> <given-names>Alexandre R.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/377607/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Faculty of Dentistry, Istanbul University</institution>, <addr-line>Istanbul</addr-line>, <country>Turkey</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Dental Medicine, University of Pittsburgh</institution>, <addr-line>Pittsburgh, PA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Ziad N. Al-Dwairi, Jordan University of Science and Technology, Jordan</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Lidiany Karla Azevedo Rodrigues, Federal University of Ceara, Brazil; Satyawan Gangaramji Damle, Maharishi Markandeshwar University, India</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Alexandre R. Vieira <email>arv11&#x00040;pitt.edu</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Dental Materials, a section of the journal Frontiers in Dental Medicine</p></fn>
<fn fn-type="equal" id="fn002"><p>&#x02020;These authors have contributed equally to this work</p></fn></author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>2</volume>
<elocation-id>735535</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Benli, Frota de Souza, Deeley, Modesto and Vieira.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Benli, Frota de Souza, Deeley, Modesto and Vieira</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>Certain patients, despite receiving proper treatment, still show higher failure rates of restorative dental treatments. The aim of this work was to test if <italic>MMP2</italic> and <italic>MMP3</italic> alleles are overrepresented in individuals with secondary caries. A total of 1,089 individuals from the University of Pittsburgh School of Dental Medicine Dental Registry and DNA Repository project were selected for this study. From this total, 341 individuals were selected for having a record of secondary caries in any type of restoration and were matched with 748 individuals by sex, age, ethnicity, and restorative work in the same teeth that did not fail. Genomic DNA extracted from saliva was used to obtain genotypes in five markers of <italic>MMP2</italic> and <italic>MMP3</italic> using TaqMan chemistry and end-point analysis. Chi-square was used to test if differences in allele and genotype distributions were statistically different at an alpha of 0.05. The less common allele and homozygote genotype of <italic>MMP2</italic> rs9923304 were less commonly found among individuals with secondary caries. The less common allele of <italic>MMP2</italic> rs2287074 was also less frequent among individuals with secondary caries. These results provide statistical evidence for the role of MMP2 in failure of restorations due to secondary caries. We can conclude that <italic>MMP2</italic> variation impacts the risk of having secondary caries, independent of the restorative material.</p></abstract>
<kwd-group>
<kwd>dental caries</kwd>
<kwd>dental materials</kwd>
<kwd>composite resin</kwd>
<kwd>amalgam</kwd>
<kwd>porcelain</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="17"/>
<page-count count="5"/>
<word-count count="3854"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Dental caries, which is one of the most common diseases in both developing and industrialized countries, has a multifactorial etiology as well as being a chronic and complex disease (<xref ref-type="bibr" rid="B1">1</xref>). In a recent systematic analysis evaluating 354 different diseases and injuries, it was reported that 3.5 billion people were affected by oral diseases and the most common of these diseases was caries in permanent teeth. Dental caries in the permanent dentition affected 2.3 billion people globally. Based on these data, it was determined that untreated dental caries was the most common health condition (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Secondary caries is a major clinical problem defined as a carious lesion seen on the margins of the existing restoration or caries associated with sealants (<xref ref-type="bibr" rid="B3">3</xref>), and progress to the dentin and pulp. This form of caries has been reported in the literature as the most common reason for the replacement of many types of restorations, from the fixed partial prosthesis to fillings, as it alters the dental hard tissue, endangers the lifetime of the tooth, and reduces the longevity of the restoration (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Since the incidence of dental caries continues to be high among certain groups due to high sugar consumption and change of living conditions, there is a need to determine markers that will help identify individuals with a higher risk of caries (<xref ref-type="bibr" rid="B6">6</xref>). For this purpose, genetic studies have been performed in dental caries, as it has been observed that human genetic polymorphisms play a role in the susceptibility of the host to disease (<xref ref-type="bibr" rid="B7">7</xref>). Particularly for secondary caries, our data showed that individuals with asthma, high blood pressure, and diabetes were more likely to have secondary caries (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>One of the genetic factors we identified that appears to impact the progression of a caries lesion into the dentin are members of the matrix metalloproteinases (MMPs) family. We showed that variants in <italic>MMP2</italic> and <italic>MMP3</italic> were associated of having a deep caries lesion that involved a periapical lesion formation (<xref ref-type="bibr" rid="B9">9</xref>). MMP2 is a gelatinase involved in mineralization and dentin degradation, and catalyzes dentine matrix degradation after demineralization (<xref ref-type="bibr" rid="B10">10</xref>). MMP3, also called proteoglycanase or stromelysin-1, participates in the mineralization of predentin and is detected in dentin in connection with the odontoblast process. This MMP type also contributes to the disorganization and degradation of the demineralized dentin matrix and the adhesive properties of restorative resins (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). The same <italic>MMP2</italic> genetic variant that was associated with deep caries lesions in dentin with periapical lesions was also associated with loss of extensive composite restorations not due to secondary caries (<xref ref-type="bibr" rid="B13">13</xref>). Therefore, a caries lesion that begins on unsealed margins of faulty restorations and sealants and progress to the dentin may progress quicker or easier in individuals that have <italic>MMP2</italic> expressed differently due to genomic variants.</p>
<p>The hypothesis of the study was that individuals that express variant alleles may have lower MMP activity and secondary caries may develop in a slower pace. On the other hand, individuals with full MMP potential activity due to having wild type alleles may have secondary caries progressing quicker. We tested for statistical evidence of over-representation of alleles of <italic>MMP2</italic> and <italic>MMP3</italic> in individuals with secondary caries independent of the restorative material. The underlying hypothesis was that genetic variation in these <italic>MMP</italic> genes will affect the occurrence of secondary caries lesions in treated patients. Carriers of <italic>MMP2</italic> or <italic>MMP3</italic> fewer common alleles were expected to have secondary caries lesions less frequently. The aim of this study was to test for over-representation of alleles in <italic>MMP2</italic> and <italic>MMP3</italic> markers to identify statistical evidence that these genes may influence longevity of dental restorative treatments.</p>
</sec>
<sec id="s2">
<title>Method</title>
<sec>
<title>Study Population</title>
<p>Participants were recruited through the Dental Registry and DNA Repository project at the University of Pittsburgh School of Dental Medicine. Starting in September of 2006, all individuals that seek treatment at the University of Pittsburgh School of Dental Medicine have been invited to be part of the registry.</p>
<p>The provisions of the Declaration of Helsinki and US Federal Policy for the Protection of Human Subjects have been followed during the present study, which was approved by the University of Pittsburgh Institutional Review Board (IRB) under the protocol &#x00023; CR19050020-002. All subjects gave written informed consent to participate in this study after a full explanation of the procedures of the study and admitted to providing a saliva sample as a source of genomic DNA. The sample was typically collected at the first visit, before any necessary dental treatment was performed. From 6,414 records of participants in the Dental Registry and DNA Repository project, 341 individuals 18&#x02013;75 years of age with restored teeth that had an indication of presence of secondary caries were selected (these are determined by careful clinical evaluation &#x02013;orted by radiographic evidence). Types of restorations included crowns, onlays, inlays, laminate veneers, amalgam, or composite fillings (<xref ref-type="table" rid="T1">Table 1</xref>). For comparison, a group of 748 individuals the same age (&#x0002B;/- 5 years), sex, and ethnicity with restorations of the same type but without secondary caries in the same teeth, when possible, were selected; at least two individuals were aimed for each case. Power estimates (<xref ref-type="bibr" rid="B14">14</xref>) suggested that this sample would provide 80% power for an alpha of 0.05 if effect size of heterozygotes was 1.5 and 3.0 for homozygotes, risk allele frequency of 0.15 and D&#x00027; 1.0.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Types of restorations in the sample studied.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Individuals with secondary caries (</bold><italic><bold>N</bold></italic> <bold>&#x0003D; 341)</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Individuals without secondary caries (</bold><italic><bold>N</bold></italic> <bold>&#x0003D; 748)</bold></th>
</tr>
<tr>
<th valign="top" align="left"><bold>Restoration type</bold></th>
<th valign="top" align="center"><bold><italic>N</italic> teeth</bold></th>
<th valign="top" align="center"><bold><italic>N</italic> patients</bold></th>
<th valign="top" align="center"><bold><italic>N</italic> teeth</bold></th>
<th valign="top" align="center"><bold><italic>N</italic> patients</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Porcelain fused to metal crown</td>
<td valign="top" align="center">867</td>
<td valign="top" align="center">321</td>
<td valign="top" align="center">1,976</td>
<td valign="top" align="center">657</td>
</tr>
<tr>
<td valign="top" align="left">Steel crown</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Porcelain laminate veneer</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">Porcelain onlay-2 surfaces</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">Porcelain onlay-3 surfaces</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">24</td>
</tr>
<tr>
<td valign="top" align="left">Metallic onlay-2 surfaces</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Metallic onlay-3 surfaces</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Metallic onlay-4 or more surfaces</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">23</td>
</tr>
<tr>
<td valign="top" align="left">Metallic inlay-1 surface</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left">Metallic inlay-2 surfaces</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left">Metallic inlay-3 or more surfaces</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Amalgam filling-1 surface</td>
<td valign="top" align="center">503</td>
<td valign="top" align="center">193</td>
<td valign="top" align="center">847</td>
<td valign="top" align="center">453</td>
</tr>
<tr>
<td valign="top" align="left">Amalgam filling-2 surfaces</td>
<td valign="top" align="center">566</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">978</td>
<td valign="top" align="center">675</td>
</tr>
<tr>
<td valign="top" align="left">Amalgam filling-3 surfaces</td>
<td valign="top" align="center">133</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">523</td>
<td valign="top" align="center">346</td>
</tr>
<tr>
<td valign="top" align="left">Amalgam filling-4/or more surfaces</td>
<td valign="top" align="center">136</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">189</td>
<td valign="top" align="center">156</td>
</tr>
<tr>
<td valign="top" align="left">Composite filling-Anterior, 1 surface</td>
<td valign="top" align="center">291</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">430</td>
<td valign="top" align="center">278</td>
</tr>
<tr>
<td valign="top" align="left">Composite filling-Anterior, 2 surfaces</td>
<td valign="top" align="center">295</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">457</td>
<td valign="top" align="center">324</td>
</tr>
<tr>
<td valign="top" align="left">Composite filling-Anterior, 3 surfaces</td>
<td valign="top" align="center">206</td>
<td valign="top" align="center">70</td>
<td valign="top" align="center">283</td>
<td valign="top" align="center">201</td>
</tr>
<tr>
<td valign="top" align="left">Composite filling-Anterior, 4 surfaces</td>
<td valign="top" align="center">164</td>
<td valign="top" align="center">76</td>
<td valign="top" align="center">172</td>
<td valign="top" align="center">134</td>
</tr>
<tr>
<td valign="top" align="left">Composite filling-Posterior, 1 surface</td>
<td valign="top" align="center">366</td>
<td valign="top" align="center">150</td>
<td valign="top" align="center">551</td>
<td valign="top" align="center">456</td>
</tr>
<tr>
<td valign="top" align="left">Composite filling-Posterior, 2 surfaces</td>
<td valign="top" align="center">232</td>
<td valign="top" align="center">121</td>
<td valign="top" align="center">321</td>
<td valign="top" align="center">278</td>
</tr>
<tr>
<td valign="top" align="left">Composite filling-Posterior, 3 surfaces</td>
<td valign="top" align="center">136</td>
<td valign="top" align="center">77</td>
<td valign="top" align="center">179</td>
<td valign="top" align="center">123</td>
</tr>
<tr>
<td valign="top" align="left">Composite filling-Posterior, 4 surfaces</td>
<td valign="top" align="center">82</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">66</td>
<td valign="top" align="center">45</td>
</tr>
<tr>
<td valign="top" align="left">Gold filling</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">3</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Selection of Single Nucleotide Polymorphisms</title>
<p>Based on results of our previous studies (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B13">13</xref>) that suggested associations with phenotypes involving dentin exposure, and locations within the genes, five polymorphisms were selected marking <italic>MMP2</italic> and <italic>MMP3</italic> (<xref ref-type="table" rid="T2">Table 2</xref>). These SNPs were originally chosen based on their probability of having functional outcomes as tag-SNPs that were representative of the two genes. The markers were considered informative (frequency higher than 10%) and were well-characterized and recorded in public databases.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Genotypes<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref> and summary results of association tests between secondary caries and <italic>MMP2</italic>/<italic>MMP3</italic>.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Gene/variant</bold></th>
<th valign="top" align="left"><bold>Comparison groups</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Genotypes (%)</bold></th>
<th valign="top" align="center"><bold><italic>P</italic>-value genotype</bold><break/><bold> distribution (2-degrees</bold><break/><bold> of freedom)</bold></th>
<th valign="top" align="center"><bold><italic>P</italic>-value allele</bold><break/><bold> distribution</bold></th>
</tr>
<tr>
<th/>
<th/>
<th valign="top" align="center"><bold>AA</bold></th>
<th valign="top" align="center"><bold>AB</bold></th>
<th valign="top" align="center"><bold>BB</bold></th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="7"><bold>MMP2</bold></td>
</tr>
<tr>
<td valign="top" align="left">rs9923304</td>
<td valign="top" align="left">Individuals with secondary caries</td>
<td valign="top" align="center">108 (41.4)</td>
<td valign="top" align="center">110 (42.1)</td>
<td valign="top" align="center">43 (16.5)</td>
<td valign="top" align="center">0.009</td>
<td valign="top" align="center">0.01</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Individuals without secondary caries</td>
<td valign="top" align="center">193 (30.7)</td>
<td valign="top" align="center">318 (50.5)</td>
<td valign="top" align="center">118 (18.8)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">rs243847</td>
<td valign="top" align="left">Individuals with secondary caries</td>
<td valign="top" align="center">51 (16.1)</td>
<td valign="top" align="center">141 (44.5)</td>
<td valign="top" align="center">125 (39.4)</td>
<td valign="top" align="center">0.33</td>
<td valign="top" align="center">1.0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Individuals without secondary caries</td>
<td valign="top" align="center">94 (13.9)</td>
<td valign="top" align="center">334 (49.3)</td>
<td valign="top" align="center">249 (36.8)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">rs2287074</td>
<td valign="top" align="left">Individuals with secondary caries</td>
<td valign="top" align="center">53 (17.2)</td>
<td valign="top" align="center">158 (51.5)</td>
<td valign="top" align="center">96 (31.3)</td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Individuals without secondary caries</td>
<td valign="top" align="center">157 (22.5)</td>
<td valign="top" align="center">351 (50.4)</td>
<td valign="top" align="center">189 (27.1)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>MMP3</bold></td>
</tr>
<tr>
<td valign="top" align="left">rs639752</td>
<td valign="top" align="left">Individuals with secondary caries</td>
<td valign="top" align="center">60 (20.4)</td>
<td valign="top" align="center">145 (49.3)</td>
<td valign="top" align="center">89 (30.3)</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">0.81</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Individuals without secondary caries</td>
<td valign="top" align="center">137 (21.5)</td>
<td valign="top" align="center">307 (48.3)</td>
<td valign="top" align="center">192 (30.2)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">rs679620</td>
<td valign="top" align="left">Individuals with secondary caries</td>
<td valign="top" align="center">79 (26)</td>
<td valign="top" align="center">161 (53)</td>
<td valign="top" align="center">64 (21)</td>
<td valign="top" align="center">0.38</td>
<td valign="top" align="left">1.0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Individuals without secondary caries</td>
<td valign="top" align="center">198 (28.3)</td>
<td valign="top" align="center">337 (48.2)</td>
<td valign="top" align="center">164 (23.5)</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1">
<label>&#x0002A;</label>
<p><italic>Differences in comparison to totals are due to PCR failure</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Genotyping</title>
<p>Genomic DNA extraction from saliva samples was performed using PureLink&#x02122; Genomic DNA Mini Kit (Thermo Fisher Scientific, Waltham, MA, USA), following the protocols of the manufacturer. Genomic DNA extraction from saliva samples was performed using the following protocol. Samples were brought to room temperature and centrifuged for 5 min at 10,000 &#x000D7; g. After the supernatant was removed 1 ml of extraction buffer [10 mM of hydroxymethyl aminomethane hydrochloride pH 7.8, 5 mM of ethylenediaminetetraacetic acid (EDTA), 0.5% sodium dodecyl sulfate] was added to the buccal cell pellet and thoroughly mixed. Five &#x003BC;l of proteinase K was added and the samples were incubated in a 56&#x000B0;C water bath overnight. After removal, the samples were vortexed and 500 &#x003BC;l of 10 M ammonium acetate was added. Samples were inverted for 3 min and centrifuged at 21,000 &#x000D7; g for 15 min. The supernatant was then transferred to two eppendorfs with an equal volume of cold isopropanol and shaken vigorously. Samples were then incubated at &#x02212;20&#x000B0;C for a minimum of 30 min, after which they were centrifuged at 10,000 &#x000D7; g for 20 min at 4&#x000B0;C. The supernatant was poured off and 1 ml of cold 70% of ethanol alcohol was added and samples were inverted 3 times. Samples were then centrifuged at 10,000 &#x000D7; g for 5 min at 4&#x000B0;C. The supernatant was poured off and samples were allowed to air dry before 100 &#x003BC;l of Tris-EDTA buffer was added. Samples were kept in a 4&#x000B0;C refrigerator for 2&#x02013;3 days before ensuring the DNA was completely dissolved and reading the concentration of the samples. The extracted DNA was preserved at &#x02212;20&#x000B0;C for further analysis.</p>
<p>The quality assessment and concentrations of the genomic DNA were conducted with NanoDrop 2,000 (Thermo Fisher Scientific, USA) spectrophotometer. A 260/A280 curve was applied to determine the purity of DNA.</p>
<p>Taqman chemistry was used for the generation of the genotypes (<xref ref-type="bibr" rid="B15">15</xref>). Reactions were performed in 3 &#x003BC;l volumes in a QuantStudio 6 Flex automatic instrument and pre-designed assays (Applied Biosystems, Foster City, CA, USA), and reagents of the same system were used. Overrepresentation of genotypes and alleles were tested using chi-square and alpha of 0.05. The distribution of genotypes (AA, AB, and BB) between the two groups were compared, as well as the number of alleles (A and B). Genotypic distributions were also tested for Hardy-Weinberg equilibrium using Pearson&#x00027;s chi-square test (two-tailed) based on the classical formula (<italic>p</italic><sup>2</sup> &#x0002B; <italic>2pq</italic> &#x0002B; <italic>q</italic><sup>2</sup> = 1).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>Genotype distributions did not deviate from Hardy-Weinberg equilibrium, with the frequency of each genotype within the expected range based on the formula <italic>p</italic><sup>2</sup> &#x0002B; <italic>2pq</italic> &#x0002B; <italic>q</italic><sup>2</sup> = 1 (data not shown). The less common allele and homozygotes genotype of <italic>MMP2</italic> rs9923304 were less common among individuals with secondary caries. The less common allele of <italic>MMP2</italic> rs2287074 was also less frequent among individuals with secondary caries (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Dental caries progresses differently into dentin for different people. In some cases, lesions may be devastating to the point that teeth cannot be saved, due to extreme loss of structure. In others, however, the lesions stay confined to dentin without affecting the pulp. Evidence suggests that despite the same environmental conditions and the same time, not everyone will have the same fate regarding dental caries lesions progression (<xref ref-type="bibr" rid="B16">16</xref>). One approach that can be used to help elucidate the reasons why these differences occur is to test for evidence of over-representation of alleles, which would suggest a genetic basis for the differences in outcome seen in the clinics. In this study, we expected to see that people without variant alleles of <italic>MMP2</italic> or <italic>MMP3</italic> markers were more likely to have secondary caries since MMP activity was expected to be in its full potential. The presence of variant alleles was expected to imply that MMP activity was slightly decreased and these carriers were less likely to have secondary caries lesions. The rationale of these assumptions is based on the idea that more hydrolytic degradation of dentin by MMPs activated when pH is lower and expression of MMP2 and MMP3 is at their full potential. The presence of genetic variants (hypomorphic alleles) would decrease MMP activity making it less likely that these carriers of less common alleles to show secondary caries lesions.</p>
<p>We originally reported associations between <italic>MMP2</italic> and <italic>MMP3</italic>, and individuals with deep caries lesions in dentin that were accompanied by periapical pathology (<xref ref-type="bibr" rid="B9">9</xref>). The <italic>MMP2</italic> marker rs9923304, that was associated with periapical pathology of teeth with deep carious lesions in the original work, was also associated with failure of extensive composite restorations that were not due to secondary caries (<xref ref-type="bibr" rid="B13">13</xref>). In this report, we showed that markers in <italic>MMP2</italic>, including rs9923304 and rs2287074, were also associated with secondary caries, independent of the type of restoration. These data, in sum, provide evidence that <italic>MMP2</italic> contributes to failed outcomes resulting from restorative treatment and/or pulp involvement. The association of these two particular <italic>MMP2</italic> variants, rs9923304 and rs2287074, is due to the increased number of wild type homozygotes among individuals with failed restorations. Since it is expected that MMP2 acts by degrading components of the extracellular matrix and non-matrix proteins (mainly type IV collagen), the result fits perfectly with our hypothesis that individuals that show a higher MMP2 activity may be prone to more failures of extensive restorations. These individuals with higher MMP2 activity would carry zero copies of the variant allele, and individuals carrying zero copies are presumed to have less MMP2 activity and be less prone to secondary caries. It is possible that these markers are the ones providing direct information on MMP2 activity and could be considered as genomic markers for future clinical management.</p>
<p>The pattern of MMP2 expression in dentin suggests that treating the dentin to minimize the effects of metalloproteinases action may be useful. Determining an individual&#x00027;s <italic>MMP2</italic> rs9923304 variant genomic status may be a useful tool in proactively implementing dentin crosslinking to prevent restoration failure. Future clinical research should be designed to incorporate genomic analysis in the evaluation of dentin crosslinking outcomes to determine the profiles of patients who will benefit most from these approaches. Dental practitioners would find value in understanding the genetic contribution to dental caries for at least two reasons: First, they would be able to explain to patients that some forms of decay are more strongly associated with inherited risk. This would help explain for both the patient and dentist why persons with similar behavioral risks (e.g., tooth brushing frequency or dietary habits) have different caries rates, thus avoiding the &#x0201C;blaming the victim&#x0201D; that sometimes accompanies preventive health messages in dentistry. Second, future technological developments may make it possible to someday identify patients who are genetically at higher risk for caries. These patients then could be monitored more closely and provided with more aggressive prevention programs (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>We and others (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B17">17</xref>) have shown that genes involved in enamel formation (tuftelin, amelogenin, enamelin, kallikrein 4, ameloblastin, <italic>MMP20</italic>) are associated with dental caries. Although most of the existing data are on primary lesions or models of dental caries initiation in enamel, it is not possible to exclude the potential effect of these genes in the occurrence of secondary caries lesions.</p>
<p>The use of a registry and existing data may be seen as a limitation, since no reassessments of the cases studied could be proposed and possible recording errors may exist. Information used was recorded by different professionals over the years and analysis per type of restoration was not performed.</p>
<p>In conclusion, <italic>MMP2</italic> rs9923304 and rs2287074 are associated with failure of dental restorative treatments and have the potential to be used for determination of risks impacting longevity of dental treatments.</p>
</sec>
<sec sec-type="data-availability" id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary Material</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by University of Pittsburgh Institutional Review Board. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>LF and MB generated data extraction and organization. KD processed samples and supported recruitment. AM supported recruitment and obtaining data. AV designed the project, created all infra-structure, supervised all aspects of the project, and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>Data for this project was obtained from the Dental Registry and DNA Repository project, which is supported by the University of Pittsburgh School of Dental Medicine. MB was supported by the Fulbright Postdoctoral program (FY-2020-TR-PD-02).</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;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>
</body>
<back>
<sec sec-type="supplementary-material" id="s10">
<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/fdmed.2021.735535/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fdmed.2021.735535/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.XLSX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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