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Titanium addition influences antibacterial activity of bioactive glass coatings on metallic implants

Identifieur interne : 002C72 ( Pmc/Corpus ); précédent : 002C71; suivant : 002C73

Titanium addition influences antibacterial activity of bioactive glass coatings on metallic implants

Auteurs : Omar Rodriguez ; Wendy Stone ; Emil H. Schemitsch ; Paul Zalzal ; Stephen Waldman ; Marcello Papini ; Mark R. Towler

Source :

RBID : PMC:5635952

Abstract

In an attempt to combat the possibility of bacterial infection and insufficient bone growth around metallic, surgical implants, bioactive glasses may be employed as coatings. In this work, silica-based and borate-based glass series were synthesized for this purpose and subsequently characterized in terms of antibacterial behavior, solubility and cytotoxicity. Borate-based glasses were found to exhibit significantly superior antibacterial properties and increased solubility compared to their silica-based counterparts, with BRT0 and BRT3 (borate-based glasses with 0 and 15 mol% of titanium dioxide incorporated, respectively) outperforming the remainder of the glasses, both borate and silicate based, in these respects. Atomic Absorption Spectroscopy confirmed the release of zinc ions (Zn2+), which has been linked to the antibacterial abilities of glasses SRT0, BRT0 and BRT3, with inhibition effectively achieved at concentrations lower than 0.7 ppm. In vitro cytotoxicity studies using MC3T3-E1 osteoblasts confirmed that cell proliferation was affected by all glasses in this study, with decreased proliferation attributed to a faster release of sodium ions over calcium ions in both glass series, factor known to slow cell proliferation in vitro.


Url:
DOI: 10.1016/j.heliyon.2017.e00420
PubMed: 29034340
PubMed Central: 5635952

Links to Exploration step

PMC:5635952

Le document en format XML

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<p>In an attempt to combat the possibility of bacterial infection and insufficient bone growth around metallic, surgical implants, bioactive glasses may be employed as coatings. In this work, silica-based and borate-based glass series were synthesized for this purpose and subsequently characterized in terms of antibacterial behavior, solubility and cytotoxicity. Borate-based glasses were found to exhibit significantly superior antibacterial properties and increased solubility compared to their silica-based counterparts, with BRT0 and BRT3 (borate-based glasses with 0 and 15 mol% of titanium dioxide incorporated, respectively) outperforming the remainder of the glasses, both borate and silicate based, in these respects. Atomic Absorption Spectroscopy confirmed the release of zinc ions (Zn
<sup>2+</sup>
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<italic>In vitro</italic>
cytotoxicity studies using MC3T3-E1 osteoblasts confirmed that cell proliferation was affected by all glasses in this study, with decreased proliferation attributed to a faster release of sodium ions over calcium ions in both glass series, factor known to slow cell proliferation
<italic>in vitro</italic>
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<pmc article-type="research-article">
<pmc-dir>properties open_access</pmc-dir>
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Heliyon</journal-id>
<journal-id journal-id-type="iso-abbrev">Heliyon</journal-id>
<journal-title-group>
<journal-title>Heliyon</journal-title>
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<issn pub-type="epub">2405-8440</issn>
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<article-meta>
<article-id pub-id-type="pmid">29034340</article-id>
<article-id pub-id-type="pmc">5635952</article-id>
<article-id pub-id-type="publisher-id">S2405-8440(17)30491-7</article-id>
<article-id pub-id-type="doi">10.1016/j.heliyon.2017.e00420</article-id>
<article-id pub-id-type="publisher-id">e00420</article-id>
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<subj-group subj-group-type="heading">
<subject>Article</subject>
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<title-group>
<article-title>Titanium addition influences antibacterial activity of bioactive glass coatings on metallic implants</article-title>
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<name>
<surname>Rodriguez</surname>
<given-names>Omar</given-names>
</name>
<email>omaralejandro.rodrig@ryerson.ca</email>
<xref rid="aff0005" ref-type="aff">a</xref>
<xref rid="aff0010" ref-type="aff">b</xref>
<xref rid="cor0005" ref-type="corresp"></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stone</surname>
<given-names>Wendy</given-names>
</name>
<xref rid="aff0015" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Schemitsch</surname>
<given-names>Emil H.</given-names>
</name>
<xref rid="aff0010" ref-type="aff">b</xref>
<xref rid="aff0040" ref-type="aff">h</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zalzal</surname>
<given-names>Paul</given-names>
</name>
<xref rid="aff0020" ref-type="aff">d</xref>
<xref rid="aff0025" ref-type="aff">e</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Waldman</surname>
<given-names>Stephen</given-names>
</name>
<xref rid="aff0010" ref-type="aff">b</xref>
<xref rid="aff0030" ref-type="aff">f</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Papini</surname>
<given-names>Marcello</given-names>
</name>
<xref rid="aff0005" ref-type="aff">a</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Towler</surname>
<given-names>Mark R.</given-names>
</name>
<xref rid="aff0005" ref-type="aff">a</xref>
<xref rid="aff0010" ref-type="aff">b</xref>
<xref rid="aff0035" ref-type="aff">g</xref>
</contrib>
</contrib-group>
<aff id="aff0005">
<label>a</label>
Department of Mechanical & Industrial Engineering, Ryerson University, Toronto M5B 2K3, Ontario, Canada</aff>
<aff id="aff0010">
<label>b</label>
St. Michael’s Hospital, Toronto M5B 1W8, Ontario, Canada</aff>
<aff id="aff0015">
<label>c</label>
Department of Chemistry and Biology, Ryerson University, Toronto M5B 2K3, Ontario, Canada</aff>
<aff id="aff0020">
<label>d</label>
Oakville Trafalgar Memorial Hospital, Oakville L6J 3L7, Ontario, Canada</aff>
<aff id="aff0025">
<label>e</label>
Faculty of Health Sciences, Department of Surgery, McMaster University, Hamilton L8S 4L8, Ontario, Canada</aff>
<aff id="aff0030">
<label>f</label>
Department of Chemical Engineering, Ryerson University, Toronto M5B 2K3, Ontario, Canada</aff>
<aff id="aff0035">
<label>g</label>
Department of Biomedical Engineering, University of Malaya, Kuala Lumpur, Malaysia</aff>
<aff id="aff0040">
<label>h</label>
Department of Surgery, University of Western Ontario, London, ON N6A 4V2, Canada</aff>
<author-notes>
<corresp id="cor0005">
<label></label>
Corresponding author at:
<email>omaralejandro.rodrig@ryerson.ca</email>
</corresp>
</author-notes>
<pub-date pub-type="pmc-release">
<day>10</day>
<month>10</month>
<year>2017</year>
</pub-date>
<pmc-comment> PMC Release delay is 0 months and 0 days and was based on .</pmc-comment>
<pub-date pub-type="collection">
<month>10</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="epub">
<day>10</day>
<month>10</month>
<year>2017</year>
</pub-date>
<volume>3</volume>
<issue>10</issue>
<elocation-id>e00420</elocation-id>
<history>
<date date-type="received">
<day>3</day>
<month>3</month>
<year>2017</year>
</date>
<date date-type="rev-recd">
<day>24</day>
<month>7</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>9</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>© 2017 The Authors</copyright-statement>
<copyright-year>2017</copyright-year>
<license license-type="CC BY-NC-ND" xlink:href="http://creativecommons.org/licenses/by-nc-nd/4.0/">
<license-p>This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).</license-p>
</license>
</permissions>
<abstract id="abs0005">
<p>In an attempt to combat the possibility of bacterial infection and insufficient bone growth around metallic, surgical implants, bioactive glasses may be employed as coatings. In this work, silica-based and borate-based glass series were synthesized for this purpose and subsequently characterized in terms of antibacterial behavior, solubility and cytotoxicity. Borate-based glasses were found to exhibit significantly superior antibacterial properties and increased solubility compared to their silica-based counterparts, with BRT0 and BRT3 (borate-based glasses with 0 and 15 mol% of titanium dioxide incorporated, respectively) outperforming the remainder of the glasses, both borate and silicate based, in these respects. Atomic Absorption Spectroscopy confirmed the release of zinc ions (Zn
<sup>2+</sup>
), which has been linked to the antibacterial abilities of glasses SRT0, BRT0 and BRT3, with inhibition effectively achieved at concentrations lower than 0.7 ppm.
<italic>In vitro</italic>
cytotoxicity studies using MC3T3-E1 osteoblasts confirmed that cell proliferation was affected by all glasses in this study, with decreased proliferation attributed to a faster release of sodium ions over calcium ions in both glass series, factor known to slow cell proliferation
<italic>in vitro</italic>
.</p>
</abstract>
<kwd-group id="kwd0005">
<title>Keywords</title>
<kwd>Biomedical engineering</kwd>
<kwd>Materials science</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="sec0005">
<label>1</label>
<title>Introduction</title>
<p>Titanium and some of its alloys (
<italic>e.g.</italic>
Ti6Al4V and Ti6Al7Nb) is a common implant material due to its ability to create a permanent bond to bone
<italic>via</italic>
osseointegration [
<xref rid="bib0005" ref-type="bibr">1</xref>
,
<xref rid="bib0010" ref-type="bibr">2</xref>
]. It has also been incorporated in bioactive glasses [
<xref rid="bib0015" ref-type="bibr">3</xref>
,
<xref rid="bib0020" ref-type="bibr">4</xref>
,
<xref rid="bib0025" ref-type="bibr">5</xref>
], to influence crystallization mechanics of borosilicate glasses and to amend the solubility of both phosphate and silicate glasses for medical applications. Titanium has also been used in prosthetics, specifically, in direct skeletal attachment (DSA)
<xref rid="bib0005" ref-type="bibr">[1]</xref>
, the method in which metallic implants (typically made out of titanium or a titanium alloy) are attached directly to the bone at the residual limb. After healing, the implant becomes the attachment mechanism between the prosthesis and the body
<xref rid="bib0030" ref-type="bibr">[6]</xref>
. Concerns regarding DSA include infection and skin irritation [
<xref rid="bib0035" ref-type="bibr">7</xref>
,
<xref rid="bib0040" ref-type="bibr">8</xref>
,
<xref rid="bib0045" ref-type="bibr">9</xref>
], with different approaches taken towards re-designing DSA devices for improving patient outcomes. These approaches usually involve modification of the surface by sandblasting, plasma-spraying with either titanium or hydroxyapatite (HA), coating the implant with a titanium dioxide (TiO
<sub>2</sub>
), or applying a coating made from bioactive glass [
<xref rid="bib0050" ref-type="bibr">10</xref>
,
<xref rid="bib0055" ref-type="bibr">11</xref>
,
<xref rid="bib0060" ref-type="bibr">12</xref>
]. HA coatings have been used clinically for more than 20 years due to its ability to promote bone ingrowth [
<xref rid="bib0065" ref-type="bibr">13</xref>
,
<xref rid="bib0070" ref-type="bibr">14</xref>
,
<xref rid="bib0075" ref-type="bibr">15</xref>
]. However, HA coatings have no mechanism to retard bacterial or biofilm colonization at the implant site. To address this deficiency, some coatings have been produced based on chlorhexidine and silicone with ammonia couplings [
<xref rid="bib0080" ref-type="bibr">16</xref>
,
<xref rid="bib0085" ref-type="bibr">17</xref>
], but these have little clinical applicability as the active compounds erode as they migrate to the surface. Bioactive glasses, on the contrary, have shown encouraging results when used as coatings
<xref rid="bib0055" ref-type="bibr">[11]</xref>
.</p>
<p>The development of 45S5 Bioglass
<sup>®</sup>
in the 1960s led to the potential of bioactive glasses being used as coating materials
<xref rid="bib0090" ref-type="bibr">[18]</xref>
, with Bioglass
<sup>®</sup>
being the first synthetic material to chemically adhere to both hard and soft tissue [
<xref rid="bib0090" ref-type="bibr">18</xref>
,
<xref rid="bib0095" ref-type="bibr">19</xref>
].
<italic>In situ</italic>
degradation of such materials makes them desirable for clinical applications owing to the release of beneficial ions into the physiological environment, which can promote antibacterial behavior, bone formation and growth, and tissue healing [
<xref rid="bib0100" ref-type="bibr">20</xref>
,
<xref rid="bib0105" ref-type="bibr">21</xref>
,
<xref rid="bib0110" ref-type="bibr">22</xref>
]. Though bioactive glasses have been used for coating metals, compositions have contained aluminum [
<xref rid="bib0115" ref-type="bibr">23</xref>
,
<xref rid="bib0120" ref-type="bibr">24</xref>
], associated with defective bone mineralization and neurotoxicity
<xref rid="bib0125" ref-type="bibr">[25]</xref>
, while other compositions have been deficient in zinc [
<xref rid="bib0130" ref-type="bibr">26</xref>
,
<xref rid="bib0135" ref-type="bibr">27</xref>
,
<xref rid="bib0120" ref-type="bibr">24</xref>
,
<xref rid="bib0140" ref-type="bibr">28</xref>
], an antibacterial component [
<xref rid="bib0110" ref-type="bibr">22</xref>
,
<xref rid="bib0145" ref-type="bibr">29</xref>
,
<xref rid="bib0150" ref-type="bibr">30</xref>
] that aids the healing process by inhibiting the growth of bacteria, including caries-related bacteria
<italic>Streptococcus mutans</italic>
<xref rid="bib0155" ref-type="bibr">[31]</xref>
. Although virtually all materials facilitate bacterial ingress which can lead to biofilm formation, bacteria attach less readily to glass
<xref rid="bib0160" ref-type="bibr">[32]</xref>
, making them a suitable option for coating surgical implants. As bioactive glasses can be formulated to influence genetic expression, differentiation and cell proliferation by the release of ions [
<xref rid="bib0105" ref-type="bibr">21</xref>
,
<xref rid="bib0165" ref-type="bibr">33</xref>
,
<xref rid="bib0170" ref-type="bibr">34</xref>
,
<xref rid="bib0175" ref-type="bibr">35</xref>
], control of the biological response through dissolution products creates an opportunity for innovation. The current work considers two glass series, one based on silica (SiO
<sub>2</sub>
) and one on borate (B
<sub>2</sub>
O
<sub>3</sub>
), with increasing amounts of titanium dioxide (TiO
<sub>2</sub>
) incorporated at the expense of silica and borate, respectively. B
<sub>2</sub>
O
<sub>3</sub>
has been shown to reduce the coefficient of thermal expansion (CTE) of glasses
<xref rid="bib0180" ref-type="bibr">[36]</xref>
, so borate glasses have CTEs that better match the CTE of the metallic substrate to be coated (typically Ti6Al4V, with a CTE of 10.6 × 10
<sup>−6</sup>
/ °C in the range of 0–650 °C
<xref rid="bib0185" ref-type="bibr">[37]</xref>
). Coating such glasses into the metallic substrates (
<italic>e.g.</italic>
through enameling [
<xref rid="bib0130" ref-type="bibr">26</xref>
,
<xref rid="bib0190" ref-type="bibr">38</xref>
], plasma spraying
<xref rid="bib0195" ref-type="bibr">[39]</xref>
or electrophoretic deposition
<xref rid="bib0200" ref-type="bibr">[40]</xref>
) requires heat treatment at temperatures high enough to allow for the glass to react with the substrate surface thus creating a chemical bond [
<xref rid="bib0205" ref-type="bibr">41</xref>
,
<xref rid="bib0210" ref-type="bibr">42</xref>
]. After the bond has formed and the assembly brought back to room temperature, a difference in CTE between the glass and metal will induce residual stresses, evidenced by cracks appearing in the glass or at the glass/substrate interface. For this reason, a borate-based glass series is proposed, to evaluate the effect of B
<sub>2</sub>
O
<sub>3</sub>
on its coating capability by means of a reduced CTE compared to silica-based glasses, which means that residual stresses at the glass-substrate interface would be reduced since both components would be subjected to comparable amounts of shrinkage during the cool off stage of enameling. A silica-based glass series is also proposed to allow for the evaluation of the effect of B
<sub>2</sub>
O
<sub>3</sub>
<italic>versus</italic>
SiO
<sub>2</sub>
on resultant properties of the coating. Furthermore, TiO
<sub>2</sub>
is incorporated to help promote a more stable chemical bond when coating onto Ti6Al4V
<xref rid="bib0180" ref-type="bibr">[36]</xref>
; limited literature is currently available on the effect of TiO
<sub>2</sub>
inclusion in borate-based glass structures. Calcium oxide (CaO) and phosphorus pentoxide (P
<sub>2</sub>
O
<sub>5</sub>
) are also incorporated into the glasses as Ca and P are the main elements in the inorganic phase of bone, hence helping in bone formation and resorption
<xref rid="bib0215" ref-type="bibr">[43]</xref>
. Sodium oxide (Na
<sub>2</sub>
O) is included in the formulation as it has been proven to reduce glass transition and crystallization temperature
<xref rid="bib0220" ref-type="bibr">[44]</xref>
, facilitating lower enameling temperatures, thus reducing the risk of α to β transformation of the titanium substrate, a transformation which can hinder corrosion resistance
<xref rid="bib0185" ref-type="bibr">[37]</xref>
.</p>
<p>This study evaluates the characteristics of two new glass series, one silica-based and one borate-based, in terms of their degradative behavior (including solubility and ion release profiles), cytotoxicity, and in vitro antibacterial capabilities. For the latter studies, inhibition zones were measured in media containing
<italic>Staphylococcus epidermidis</italic>
and
<italic>Escherichia coli</italic>
.</p>
</sec>
<sec id="sec0010">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec0015">
<label>2.1</label>
<title>Glass preparation</title>
<p>Silica-based and borate-based glasses (
<xref rid="tbl0005" ref-type="table">Table 1</xref>
) in this study were previously synthesized, and characterized structurally and mechanically as bulk and coating material [
<xref rid="bib0225" ref-type="bibr">45</xref>
,
<xref rid="bib0230" ref-type="bibr">46</xref>
]. TiO
<sub>2</sub>
was added at the expense of SiO
<sub>2</sub>
for the SRT series and at the expense of B
<sub>2</sub>
O
<sub>3</sub>
for the BRT series. The glasses were prepared by weighing out appropriate amounts of analytical grade reagents (Fisher Scientific, Ottawa, ON, Canada & Sigma-Aldrich, Oakville, ON, Canada), firing in silica crucibles (1400–1500°C for 1 h for the silica-based glasses, 1200°C for 1 h for borate-based glasses), and shock quenching in water. The resulting frit was then ball-milled, and sieved to retrieve glass particulates ≤20 μm.
<table-wrap id="tbl0005" position="float">
<label>Table 1</label>
<caption>
<p>Glass formulations (mol%).</p>
</caption>
<alt-text id="at0215">Table 1</alt-text>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left"></th>
<th colspan="4" align="left">Silica-based glass
<hr></hr>
</th>
<th colspan="4" align="left">Borate-based glasses
<hr></hr>
</th>
</tr>
<tr>
<th align="left">Reagent</th>
<th align="left">SRT0</th>
<th align="left">SRT1</th>
<th align="left">SRT2</th>
<th align="left">SRT3</th>
<th align="left">BRT0</th>
<th align="left">BRT1</th>
<th align="left">BRT2</th>
<th align="left">BRT3</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">SiO
<sub>2</sub>
</td>
<td align="right">52</td>
<td align="right">47</td>
<td align="right">42</td>
<td align="right">37</td>
<td align="right">0</td>
<td align="right">0</td>
<td align="right">0</td>
<td align="right">0</td>
</tr>
<tr>
<td align="left">B
<sub>2</sub>
O
<sub>3</sub>
</td>
<td align="right">0</td>
<td align="right">0</td>
<td align="right">0</td>
<td align="right">0</td>
<td align="right">52</td>
<td align="right">47</td>
<td align="right">42</td>
<td align="right">37</td>
</tr>
<tr>
<td align="left">CaO</td>
<td align="right">12</td>
<td align="right">12</td>
<td align="right">12</td>
<td align="right">12</td>
<td align="right">12</td>
<td align="right">12</td>
<td align="right">12</td>
<td align="right">12</td>
</tr>
<tr>
<td align="left">P
<sub>2</sub>
O
<sub>5</sub>
</td>
<td align="right">6</td>
<td align="right">6</td>
<td align="right">6</td>
<td align="right">6</td>
<td align="right">6</td>
<td align="right">6</td>
<td align="right">6</td>
<td align="right">6</td>
</tr>
<tr>
<td align="left">Na
<sub>2</sub>
O</td>
<td align="right">14</td>
<td align="right">14</td>
<td align="right">14</td>
<td align="right">14</td>
<td align="right">14</td>
<td align="right">14</td>
<td align="right">14</td>
<td align="right">14</td>
</tr>
<tr>
<td align="left">ZnO</td>
<td align="right">16</td>
<td align="right">16</td>
<td align="right">16</td>
<td align="right">16</td>
<td align="right">16</td>
<td align="right">16</td>
<td align="right">16</td>
<td align="right">16</td>
</tr>
<tr>
<td align="left">TiO
<sub>2</sub>
</td>
<td align="right">0</td>
<td align="right">5</td>
<td align="right">10</td>
<td align="right">15</td>
<td align="right">0</td>
<td align="right">5</td>
<td align="right">10</td>
<td align="right">15</td>
</tr>
</tbody>
</table>
</table-wrap>
</p>
<sec id="sec0020">
<label>2.1.1</label>
<title>Discs preparation</title>
<p>Approximately 200 mg of each glass were pressed using a hydraulic press with pressure ranging between 17–20 MPa. The pressed discs were then heat treated to promote the coalescence of glass particles and create a solid mass for biocompatibility testing.</p>
</sec>
</sec>
<sec id="sec0025">
<label>2.2</label>
<title>Solubility analysis</title>
<p>Three glass discs (
<italic>n</italic>
= 3) for each glass composition were placed in separate containers filled with 25 mL of deionized water, and incubated at 37°C for 1, 7 and 30 days. The discs were weighted prior to incubation, and re-weighed after drying after each incubation period; the percentage difference from the initial mass of the disc was then computed as a function of time, per Eq.
<xref rid="eq0005" ref-type="disp-formula">(1)</xref>
, as follows:
<disp-formula id="eq0005">
<label>(1)</label>
<mml:math id="M1" altimg="si1.gif" overflow="scroll">
<mml:mrow>
<mml:mo>%</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mrow>
<mml:mo stretchy="true">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="true">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo stretchy="true">|</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo></mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="true">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="true">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo stretchy="true">|</mml:mo>
</mml:mrow>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
where
<italic>%m
<sub>l(t)</sub>
</italic>
is the percentage of mass loss,
<italic>m
<sub>0</sub>
</italic>
is the mass at time zero (before incubation) and
<italic>m
<sub>(t)</sub>
</italic>
is the mass at time
<italic>t</italic>
(where
<italic>t</italic>
= 1, 7 and 30 days).</p>
</sec>
<sec id="sec0030">
<label>2.3</label>
<title>Ion release through Atomic Absorption Spectroscopy (AAS)</title>
<p>Samples for ion release profiles were prepared as described in subsection
<xref rid="sec0025" ref-type="sec">2.2</xref>
and measured using Atomic Absorption Spectroscopy (AAS), model PinAAcle 500 Flame Atomic Absorption Spectrometer (PerkinElmer, Waltham, MA, USA). AAS calibration standards for titanium and zinc ions at concentrations of 0.00 (blank sample), 0.50, 1.00, 5.00 and 10.00 ppm were prepared from stock solutions on a gravimetric basis. At 1, 7 and 30 days, samples were tested, with the AAS measuring absorbance levels, which were automatically translated into concentration levels by the Syngistix Touch software (PerkinElmer, Waltham, MA, USA) based on the ion calibration curves.</p>
</sec>
<sec id="sec0035">
<label>2.4</label>
<title>pH change</title>
<p>Samples for pH change were prepared as described in subsection
<xref rid="sec0025" ref-type="sec">2.2</xref>
. At 1, 7 and 30 days, samples were tested using an Omega PHH222 pH meter (Omega, Laval, QC, Canada) and compared to reference samples at
<italic>t</italic>
= 0 days to determine how pH varied in the presence of the glass discs.</p>
</sec>
<sec id="sec0040">
<label>2.5</label>
<title>
<italic>In vitro</italic>
antibacterial analysis</title>
<p>The antimicrobial properties of the SRT and BRT glass discs were evaluated on agar plates against prokaryotic species
<italic>Escherichia coli</italic>
(
<italic>E.coli</italic>
) and
<italic>Streptococcus epidermidis</italic>
(
<italic>S. epidermidis</italic>
) against bacterial lawns, spread on Tryptic Soy Agar (TSA) (3 g/L Tryptic Soy Broth, 15 g/L agar). All chemicals were purchased from Fisher Scientific (Ottawa, ON, Canada). Bacterial cultures were grown to an exponential phase (12–16 h), diluted in Physiological Saline Solution (9 g/L NaCl) to 10
<sup>6</sup>
cells/mL and spread onto TSA. Antimicrobial properties were quantified on the bacteria by measuring and comparing the zones of growth inhibition. One disc of each glass was added to each bacterial plate (4 discs per plate, evenly spaced on the lawn). Each plate had a single microbial species, and each species was repeated in triplicate for statistical comparisons. The diameters of the bacterial inhibition zones were measured at 1, 7 and 30 days, and the means and standard deviations of triplicate samples were compared with the
<italic>post-hoc</italic>
Tukey analysis of variance.</p>
</sec>
<sec id="sec0045">
<label>2.6</label>
<title>Cytotoxicity study</title>
<p>Bone metabolic activity assays were conducted to determine
<italic>in vitro</italic>
bioactivity of the glasses. Pre-osteoblastic MC3T3-E1 cells (ATCC CRL-2593, ATCC, Manassas, VA, USA) from passage 3–5 were used for this study and were maintained in αMEM media supplemented with 10% FBS and 1% (2 mM) L-glutamine (Cambrex, MD, USA) within a cell culture incubator at 37° C/5% CO
<sub>2</sub>
/95% air atmosphere. 24 well plates were seeded with cells at a density of 5,000 cells/cm
<sup>2</sup>
and incubated for 24 hours prior to testing. Culture media (1 ml) was then further supplemented with 100 μl of liquid extract (from the solubility samples at 30 days for all glasses;
<italic>n = 3</italic>
per sample well) and then incubated for 24 h at 37° C/5% CO
<sub>2</sub>
. 0.1 ml of MTT was added to the culture media. The cultures were then re-incubated for 2 h (37° C/5% CO
<sub>2</sub>
) after which they were removed from the incubator and the resultant formazan crystals dissolved by adding an amount of MTT Solubilisation Solution (10% Triton x-100 in Acidic Isopropanol (0.1 n HCl)) equal to the original culture medium volume. Once the crystals were fully dissolved, the absorbance was measured at a wavelength of 570 nm. Cells seeded (at the same density) on tissue culture plastic (
<italic>n = 3</italic>
) were used as controls.</p>
</sec>
<sec id="sec0050">
<label>2.7</label>
<title>Statistical methods</title>
<p>One-way analysis of variance (ANOVA) was employed to analyze the data to determine significance in mean difference across the gathered data when
<italic>p</italic>
< 0.05.
<italic>Post-hoc</italic>
Tukey and Dunnett tests were used on MiniTab 17 (MiniTab Inc., State College, PA, USA). The Tukey test assumes equal variance in the data sets being analyzed to determine the significance in mean difference across all factors (
<italic>i.e.</italic>
all glasses in both series); the Dunnett test also assumes equal variance in the data, and it is employed when a control group is used to compare against the data sets. Results from the solubility analysis, pH change studies, AAS measurements and
<italic>in vitro</italic>
antibacterial studies were analyzed using
<italic>post-hoc</italic>
Tukey; cytotoxicity results were analyzed using
<italic>post-hoc</italic>
Dunnett.</p>
</sec>
</sec>
<sec id="sec0055">
<label>3</label>
<title>Results</title>
<sec id="sec0060">
<label>3.1</label>
<title>Solubility analysis</title>
<p>Evaluation of the mass loss at different incubation periods was undertaken, with results shown in
<xref rid="fig0005" ref-type="fig">Fig. 1</xref>
(a) for the SRT glass series, and
<xref rid="fig0005" ref-type="fig">Fig. 1</xref>
(b) for the BRT glass series. As a function of incubation period, it is observed that mass loss steadily increased from day 1 to day 30, with SRT1 and BRT0 experiencing the greatest amount of degradation within their respective series. Borate-based glasses exhibited much higher degradation behavior than their silica-based counterparts; additionally, crystallinity in the silica-based glasses may only account for the reduced solubility of these glasses. As a function of incubation period, for the SRT series, only SRT0 and SRT3 exhibited a significant increase in solubility between 1 and 30 days (vs. all other SRT glasses), and SRT0 and SRT3 between 1 and 7 days and between 7 and 30 days did not exhibit a significant difference in solubility; for the BRT series, all weight changes for all glasses were statistically different, except for BRT0 and BRT2 between 1 and 7 days.
<fig id="fig0005">
<label>Fig. 1</label>
<caption>
<p>Solubility study for SRT (a) and for BRT (b) glass series.
<italic>n</italic>
= 3; scatter bars indicate one standard deviation from the mean. Stars and bars show statistical significance (
<italic>p</italic>
< 0.05).</p>
</caption>
<alt-text id="at0180">Fig. 1</alt-text>
<graphic xlink:href="gr1"></graphic>
</fig>
</p>
<p>As a function of the amount of TiO
<sub>2</sub>
, no significant change in solubility is observed as the amount of TiO
<sub>2</sub>
is increased to 15 mol% for the silica-based glasses. Similarly, for the borate-based glasses, a decrease in solubility is observed, but only up to 10 mol% TiO
<sub>2</sub>
, with a significant increase for BRT3 (15 mol% TiO
<sub>2</sub>
) at 7 and 30 days.</p>
</sec>
<sec id="sec0065">
<label>3.2</label>
<title>Ion release through Atomic Absorption Spectroscopy (AAS)</title>
<p>Zn
<sup>2+</sup>
release for the SRT series is shown in
<xref rid="fig0010" ref-type="fig">Fig. 2</xref>
(a), while results for the BRT glass series are shown in
<xref rid="fig0010" ref-type="fig">Fig. 2</xref>
(b); Ti
<sup>4+</sup>
release is shown in
<xref rid="fig0015" ref-type="fig">Fig. 3</xref>
(a) and
<xref rid="fig0015" ref-type="fig">Fig. 3</xref>
(b)for the SRT and BRT glass series, respectively. For both glass series, the inclusion of TiO
<sub>2</sub>
up to 10 mol% resulted in a significant drop in the concentration of Zn
<sup>2+</sup>
released; however, at 15 mol% an increase in Zn
<sup>2+</sup>
release was observed. In terms of incubation time, a significant increase in Zn
<sup>2+</sup>
is observed for both glass series at all incubation times, except for SRT2 between 1 and 7 days. With respect to Ti
<sup>4+</sup>
release, for the SRT series an increase in release is observed with an increase in the TiO
<sub>2</sub>
content, which may be associated with a decrease in crystallinity for this series as TiO
<sub>2</sub>
is increased (SRT3 is amorphous, while SRT1 and SRT2 exhibit crystallinity)
<xref rid="bib0225" ref-type="bibr">[45]</xref>
; Ti
<sup>4+</sup>
release in the BRT glasses increased with TiO
<sub>2</sub>
content incorporated into the glass, with a decrease observed for BRT3, glass which exhibited a secondary crystal phase of TiO
<sub>2</sub>
in XRD
<xref rid="bib0225" ref-type="bibr">[45]</xref>
explaining the decrease in Ti
<sup>4+</sup>
release. As a function of incubation time, all glasses exhibited statistically different Ti
<sup>4+</sup>
concentrations at each time.
<fig id="fig0010">
<label>Fig. 2</label>
<caption>
<p>Zn
<sup>2+</sup>
release from SRT (a) and BRT (b) glass series.
<italic>n</italic>
= 3; scatter bars indicate one standard deviation from the mean. Stars and bars show statistical significance (
<italic>p</italic>
< 0.05).</p>
</caption>
<alt-text id="at0185">Fig. 2</alt-text>
<graphic xlink:href="gr2"></graphic>
</fig>
<fig id="fig0015">
<label>Fig. 3</label>
<caption>
<p>Ti
<sup>4+</sup>
release from SRT (a) and BRT (b) glass series.
<italic>n</italic>
= 3; scatter bars indicate one standard deviation from the mean. Stars and bars show statistical significance (
<italic>p</italic>
< 0.05).</p>
</caption>
<alt-text id="at0190">Fig. 3</alt-text>
<graphic xlink:href="gr3"></graphic>
</fig>
</p>
</sec>
<sec id="sec0070">
<label>3.3</label>
<title>pH change</title>
<p>Changes in the pH of deionized water were evaluated for the SRT and BRT glasses, with results shown in
<xref rid="fig0020" ref-type="fig">Fig. 4</xref>
. After 30-days incubation, no significant difference is observed as a function of the amount of TiO
<sub>2</sub>
incorporated for the SRT series, with the SRT glasses averaging a pH of 7.90; due to the small standard deviations in the measurements for the BRT series, only the pH at 30 days for BRT0 and BRT3 are not significantly different. pH changes due to the BRT glasses ranged between 8.67 and 8.85.
<fig id="fig0020">
<label>Fig. 4</label>
<caption>
<p>pH Measurements for SRT (a) and for BRT (b) glass series. Control refers to samples prior to incubation
<italic>n</italic>
= 3; scatter bars indicate one standard deviation from the mean. Stars and bars show statistical significance (
<italic>p</italic>
< 0.05).</p>
</caption>
<alt-text id="at0195">Fig. 4</alt-text>
<graphic xlink:href="gr4"></graphic>
</fig>
</p>
</sec>
<sec id="sec0075">
<label>3.4</label>
<title>
<italic>In vitro</italic>
antibacterial analysis</title>
<p>Inhibition zones were measured for cultures of
<italic>S. epidermidis</italic>
and
<italic>E. coli</italic>
after 1, 7 and 30 days of incubation with SRT and BRT glass discs. Results are shown in
<xref rid="fig0025" ref-type="fig">Fig. 5</xref>
for
<italic>S. epidermidis</italic>
inhibition by the SRT and BRT glasses, and in
<xref rid="fig0030" ref-type="fig">Fig. 6</xref>
for
<italic>E. coli</italic>
inhibition by the BRT glasses. No inhibition zones were observed in the
<italic>E. coli</italic>
cultures, with the exception of BRT0, which showed a small zone after 1 day, but with the presence of bacteria in-growth in the zone, indicating resistance of the
<italic>E. coli</italic>
bacteria to the antibacterial effect of BRT0.
<fig id="fig0025">
<label>Fig. 5</label>
<caption>
<p>Inhibition zones (in mm) for
<italic>S. epidermidis</italic>
for SRT (a) and BRT (b) glasses. BRT1 and BRT2 did not inhibit bacterial growth.
<italic>n</italic>
= 3; scatter bars indicate one standard deviation from the mean. Stars and bars show statistical significance (
<italic>p</italic>
< 0.05).</p>
</caption>
<alt-text id="at0200">Fig. 5</alt-text>
<graphic xlink:href="gr5"></graphic>
</fig>
<fig id="fig0030">
<label>Fig. 6</label>
<caption>
<p>Inhibition zones (in mm) for
<italic>E. coli</italic>
for BRT glasses. BRT1 to BRT3 did not inhibit bacterial growth.
<italic>n</italic>
= 3; scatter bars indicate one standard deviation from the mean. Stars and bars show statistical significance (
<italic>p</italic>
< 0.05).</p>
</caption>
<alt-text id="at0205">Fig. 6</alt-text>
<graphic xlink:href="gr6"></graphic>
</fig>
</p>
<p>Regarding
<italic>S. epidermidis</italic>
, the SRT glasses exhibited inhibition zones that remained constant as a function of incubation time (with the exception of SRT1, which started exhibiting antibacterial activity after 7 days, and SRT0 significantly increased from day 1 to day 7). Greater inhibition zones were observed for the BRT glasses, namely BRT0 and BRT3, with BRT0 proving to be the best antibacterial glass from both glass series. BRT1 and BRT2 exhibited no inhibition zone. Statistically, for
<italic>S. epidermidis</italic>
, all SRT glasses are significantly equivalent, whereas for the BRT glasses only BRT1 and BRT2 (both glasses which exhibited no antibacterial behavior) are significantly equivalent. For the BRT glasses, which exhibited significant difference in antibacterial behavior with the addition of TiO
<sub>2</sub>
, it was observed that including TiO
<sub>2</sub>
in the glass network prevented the bacterial growth inhibition, with the exception of BRT3, which inhibited the growth of Gram-positive bacteria
<italic>S. epidermidis</italic>
.</p>
</sec>
<sec id="sec0080">
<label>3.5</label>
<title>Cytotoxicity study</title>
<p>Cell viability was assessed through an MTT assay for cytotoxicity, with results reported in
<xref rid="fig0035" ref-type="fig">Fig. 7</xref>
. Overall, a decrease in absorbance was observed for all glasses when compared with the control, indicating a decrease in proliferation in the presence of the glasses; nonetheless, glasses SRT1, SRT3 and BRT2 were found to be statistically equivalent to the controls. Contrasting the SRT and BRT series, the performance of both series could be described as similar, with SRT3 (10 mol% TiO
<sub>2</sub>
incorporated) exhibiting higher proliferation opposed to the other glasses; however, all glasses were statistically equal in terms of cell viability among themselves.
<fig id="fig0035">
<label>Fig. 7</label>
<caption>
<p>MTT cytotoxicity assay results using 30-day incubation liquid extracts from SRT and BRT glasses.
<italic>n</italic>
= 3; scatter bars indicate one standard deviation from the mean. Stars and bars show statistical significance (
<italic>p</italic>
< 0.05).</p>
</caption>
<alt-text id="at0210">Fig. 7</alt-text>
<graphic xlink:href="gr7"></graphic>
</fig>
</p>
</sec>
</sec>
<sec id="sec0085">
<label>4</label>
<title>Discussion</title>
<p>From
<xref rid="fig0005" ref-type="fig">Fig. 1</xref>
, it can be observed that the inclusion of TiO
<sub>2</sub>
to both the silica-based and the borate-based glass structures resulted in a decrease in solubility. For the silica-based glasses, at 30 days, decreasing solubility with increasing TiO
<sub>2</sub>
content to up to 15 mol% can be observed, whereas for the borate-based glasses this trend is observed only up to 10 mol% TiO
<sub>2</sub>
. BRT3 exhibited degradation behavior comparable to that of the control BRT0, which may be attributed to TiO
<sub>2</sub>
in BRT3 partially existing as a separate phase from the glass phase
<xref rid="bib0225" ref-type="bibr">[45]</xref>
, which may explain the increased solubility of these particular glass samples. In terms of overall solubility, the borate-based glasses exhibited higher solubility compared to the silica-based glasses, which was expected since borate-based glasses have been shown to degrade faster than their silica-based counterparts due to their lower chemical durability [
<xref rid="bib0240" ref-type="bibr">48</xref>
,
<xref rid="bib0245" ref-type="bibr">49</xref>
,
<xref rid="bib0235" ref-type="bibr">47</xref>
], making them a suitable option in applications where faster dissolution of the coating is required. Degradation is also confirmed through AAS, which recorded larger quantities of Zn
<sup>2+</sup>
released from the control glasses (SRT0 and BRT0) as opposed to their titanium-containing counterparts. Borate-based structures allow for the release of the modifier ions more readily than silica-based structures. Moreover, for BRT3, an increase in degradation is observed when compared to BRT2, the amount of Ti
<sup>4+</sup>
released did not follow this trend, which, again, is to be attributed to the occurrence of TiO
<sub>2</sub>
as a separate phase in the glass, a phase which, due to its crystallinity, does not allow for titanium to be released
<xref rid="bib0250" ref-type="bibr">[50]</xref>
.</p>
<p>As expected, exposure of the glass samples to deionized water resulted in an increase in pH due to the release of ions altering the acidity of the media. With the greater dissolution of the BRT series, pH was observed to increase more than in the SRT series; however, at 30 days, it can be seen that the pH of the media for all BRT glasses reached a maximum of 8.85. For the SRT series, which exhibited much lower solubility, the pH reached a maximum of 8.05 for SRT2 after 30 days incubating. A higher pH raise in borate-based glasses compared to silica-based glasses has been previously reported
<xref rid="bib0100" ref-type="bibr">[20]</xref>
; furthermore, the substitution of SiO
<sub>2</sub>
with TiO
<sub>2</sub>
did not significantly affect pH, and substitution of B
<sub>2</sub>
O
<sub>3</sub>
with TiO
<sub>2</sub>
did not result in a substantial change in pH after 30 days.</p>
<p>As an antibacterial agent, the amounts of Zn
<sup>2+</sup>
measured through AAS at day 1 are linked to the larger bacterial inhibition zones in BRT0 and BRT3 in the BRT series and SRT0 in the SRT series for Gram-positive bacteria
<italic>S. epidermidis</italic>
, with the BRT series significantly outranking the SRT series. The reduction in solubility due to the addition of TiO
<sub>2</sub>
translated into a reduction in release of Zn
<sup>2+</sup>
<sub>,</sub>
and therefore the lack of antibacterial behavior of glasses BRT1 and BRT2, with the sudden increase in antibacterial behavior observed in BRT3 attributed to the occurrence of TiO
<sub>2</sub>
as a separate phase
<xref rid="bib0225" ref-type="bibr">[45]</xref>
. Additionally, the SRT glasses that exhibited antibacterial behavior also showed signs of bacterial recolonization, evidencing the weak antibacterial nature of these glasses. The proliferation of Gram-negative bacteria
<italic>E. coli</italic>
was not significantly affected by the presence of any of the glasses. Gram-positive bacterial growth is more likely to be inhibited when compared to Gram-negative bacterial growth given that Gram-negative bacteria have a layer of lipopolysaccharide (LPS) molecules, not present in Gram-positive bacteria, acting as an impermeable layer against Zn
<sup>2+</sup>
ingress [
<xref rid="bib0255" ref-type="bibr">51</xref>
,
<xref rid="bib0260" ref-type="bibr">52</xref>
]. It has been shown that, for the same concentration of zinc ions from zinc nanoparticles, inhibition zones for Gram-negative bacteria are 16–33% smaller than those of Gram-positive bacteria
<xref rid="bib0265" ref-type="bibr">[53]</xref>
. In fact, glass BRT0, which showed greater inhibition zones in the presence of gram-positive bacteria
<italic>S. epidermidis</italic>
, was the only glass composition in this study that exhibited an inhibition zone for Gram-negative
<italic>E. coli</italic>
. In the light of these results, it would be expected that BRT0 would exhibit antibacterial behavior when tested
<italic>in vivo</italic>
, tackling the issue of bacterial infection at the site of prosthetic implantation [
<xref rid="bib0035" ref-type="bibr">7</xref>
,
<xref rid="bib0040" ref-type="bibr">8</xref>
,
<xref rid="bib0045" ref-type="bibr">9</xref>
]. Further time-dependent tests in liquid or biofilm systems are necessary to corroborate these antibacterial results in scenarios closer to
<italic>in vivo</italic>
environments. When tested to determine the cell viability capacity of the glasses, it was determined that all glasses slowed down the proliferation of MC3T3-E1 osteoblasts, which was unexpected, as the levels of Zn
<sup>2+</sup>
were not found to be toxic
<xref rid="bib0270" ref-type="bibr">[54]</xref>
, indicating potential toxicity of the borate ion (BO
<sub>3</sub>
)
<sup>3−</sup>
for the BRT glasses, which has been found to occur
<italic>in vitro</italic>
in borate-based glasses
<xref rid="bib0275" ref-type="bibr">[55]</xref>
, while this toxicity has not been reported under dynamic testing conditions
<xref rid="bib0280" ref-type="bibr">[56]</xref>
. Recognizing, though, that both glass series exhibited comparable cytotoxic behavior, then inhibition of cell proliferation for both glasses may be more likely explained by a faster release of sodium (alkali ion) over calcium (alkaline ion) [
<xref rid="bib0220" ref-type="bibr">44</xref>
,
<xref rid="bib0285" ref-type="bibr">57</xref>
,
<xref rid="bib0290" ref-type="bibr">58</xref>
], linked to the glass compositions possessing a higher Na
<sub>2</sub>
O than CaO (14 mol% vs. 12 mol%).</p>
<p>Once an implant is inserted in the human body, two processes start to occur: bacteria attempt to colonize it, while tissue integration from the surroundings occurs; this phenomenon is known as “the race for the surface” [
<xref rid="bib0295" ref-type="bibr">59</xref>
,
<xref rid="bib0300" ref-type="bibr">60</xref>
]. The desirable outcome is that bacterial infection is inhibited, while tissue integration is promoted; the antibacterial results herein presented present BRT0 and BRT3 as potential candidates to eliminate bacteria at the implantation site, with their superior antibacterial conditions potentially allowing for bone cells to attach and proliferate around the implant
<italic>in vivo</italic>
.</p>
</sec>
<sec id="sec0090">
<label>5</label>
<title>Conclusions</title>
<p>Silica-based and borate-based glass series have been synthesized and their antibacterial, solubility and cytotoxicity characteristics evaluated to determine their potential for coating surgical implants. Overall, the borate-based glasses exhibited significantly superior antibacterial and solubility behavior to the silica-based glasses, with BRT0 and BRT3 (with 0 and 15 mol% of TiO
<sub>2</sub>
incorporated, respectively) outperforming the remainder of the glasses. Atomic Absorption Spectroscopy confirmed the release of Zn
<sup>2+</sup>
which is linked to the antibacterial inhibition observed from glasses SRT0, BRT0 and BRT3 at concentrations lower than 0.7 ppm, toxic to
<italic>S. epidermidis</italic>
and
<italic>E. coli</italic>
, with the reduction in solubility due to TiO
<sub>2</sub>
presence accounting for the decrease in Zn
<sup>2+</sup>
release in BRT1 and BRT2, preventing these glasses from exhibiting antibacterial behavior.
<italic>In vitro</italic>
cytotoxicity studies were conducted using MC3T3-E1 osteoblasts to evaluate how cell proliferation was affected by the proposed glasses, with results indicating a decrease in proliferation from glasses SRT0, SRT2, BRT0 and BRT1, which may be attributed to a faster release of sodium ion over calcium ion in both glass series for both glass series, factor known to slow cell proliferation
<italic>in vitro</italic>
.
<italic>In vivo</italic>
studies are now required to evaluate the effect of a dynamic environment, as surgical implants would be subjected to in the human body, on the cytotoxicity and antibacterial inhibitory characteristics of these glasses.</p>
</sec>
<sec id="sec0095">
<title>Declarations</title>
<sec id="sec0100">
<title>Author contribution statement</title>
<p>Omar Rodriguez: Conceived and designed the experiments; Performed the experiments; Analyzed and interpreted the data; Contributed reagents, materials, analysis tools or data; Wrote the paper.</p>
<p>Wendy Stone: Performed the experiments; Analyzed and interpreted the data; Contributed reagents, materials, analysis tools or data.</p>
<p>Emil Schemitsch, Paul Zalzal, Stephen Waldman and Marcello Papini: Conceived and designed the experiments.</p>
<p>Mark Towler: Conceived and designed the experiments; Contributed reagents, materials, analysis tools or data; Wrote the paper.</p>
</sec>
<sec id="sec0105">
<title>Competing interest statement</title>
<p>The authors declare no conflict of interest.</p>
</sec>
<sec id="sec0110">
<title>Funding statement</title>
<p>This work was supported by the
<funding-source id="gs0005">Collaborative Health Research Project</funding-source>
fund (#315694-DAN).</p>
</sec>
<sec id="sec0115">
<title>Additional information</title>
<p>No additional information is available for this paper.</p>
</sec>
</sec>
</body>
<back>
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