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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1028462</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2022.1028462</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Mechanical property degradation of X80 pipeline steel due to microbiologically influenced corrosion caused by <italic>Desulfovibrio vulgaris</italic>
</article-title>
<alt-title alt-title-type="left-running-head">Li et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2022.1028462">10.3389/fbioe.2022.1028462</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Zhong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Jike</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Huihua</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kumseranee</surname>
<given-names>Sith</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Punpruk</surname>
<given-names>Suchada</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1571169/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mohamed</surname>
<given-names>Magdy E.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Saleh</surname>
<given-names>Mazen A.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1535166/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gu</surname>
<given-names>Tingyue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/63956/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Chemical and Biomolecular Engineering</institution>, <institution>Institute for Corrosion and Multiphase Technology</institution>, <institution>Ohio University</institution>, <addr-line>Athens</addr-line>, <addr-line>OH</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Corrosion and Protection Center</institution>, <institution>University of Science and Technology Beijing</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>PTT Exploration and Production</institution>, <addr-line>Bangkok</addr-line>, <country>Thailand</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Research and Development Center</institution>, <institution>Saudi Arabian Oil Company</institution>, <addr-line>Dhahran</addr-line>, <country>Saudi Arabia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/116657/overview">Lucia Gardossi</ext-link>, University of Trieste, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1789865/overview">Ashish Kumar</ext-link>, Government of Bihar, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/114599/overview">Saviour A. Umoren</ext-link>, King Fahd University of Petroleum and Minerals, Saudi Arabia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1999411/overview">Nalan Oya San Keskin</ext-link>, Ankara Haci Bayram Veli University, Turkey</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1298854/overview">Muhammad Awais Javed</ext-link>, Swinburne University of Technology, Australia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Tingyue Gu, <email>gu@ohio.edu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Industrial Biotechnology, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1028462</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>08</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Li, Yang, Guo, Kumseranee, Punpruk, Mohamed, Saleh and Gu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Li, Yang, Guo, Kumseranee, Punpruk, Mohamed, Saleh and Gu</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>Apart from pinhole leaks, MIC (microbiologically influenced corrosion) can also cause catastrophic failures such as pipe ruptures and support beam collapses due to mechanical property degradation or stress corrosion cracking. In this work, X80 pipeline steel dogbone coupons and square coupons were immersed in 150&#xa0;ml broths containing <italic>Desulfovibrio vulgaris</italic>, a common corrosive sulfate reducing bacterium (SRB), for up to 14&#xa0;days. The headspace volumes in the anaerobic bottles were increased from 150&#xa0;ml to 200&#xa0;ml and 300&#xa0;ml to increase MIC severity. After 14&#xa0;days of SRB incubation in ATCC 1249 culture medium with X80 coupons at 37&#xb0;C, the sessile cell counts were 6.5 &#xd7; 10<sup>7</sup> cells cm<sup>&#x2212;2</sup> for 150&#xa0;ml, 2.3 &#xd7; 10<sup>8</sup> cells cm<sup>&#x2212;2</sup> for 200&#xa0;ml and 1.4 &#xd7; 10<sup>9</sup> cells cm<sup>&#x2212;2</sup> for 300&#xa0;ml headspace volumes, respectively owing to reduced H<sub>2</sub>S cytotoxicity in the broth with a larger headspace because it allowed more biogenic H<sub>2</sub>S to escape from the broth. Weight losses were 1.7&#xa0;mg cm<sup>&#x2212;2</sup>, 1.9&#xa0;mg cm<sup>&#x2212;2</sup> and 2.3&#xa0;mg cm<sup>&#x2212;2</sup> for 150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml headspace volumes, respectively. The corresponding pit depths were 2.6&#xa0;&#x3bc;m, 4.2&#xa0;&#x3bc;m and 6.2&#xa0;&#x3bc;m for 150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml headspace volumes, respectively. Electrochemical impedance spectroscopy (EIS), linear polarization resistance (LPR) and potentiodynamic polarization results corroborated the increasing weight loss and pitting data trends as a result of increased headspace. Tensile testing of dogbone coupons after the 14-day SRB immersion test indicated that more severe MIC pitting led to a higher ultimate strain loss by up to 23% (300&#xa0;ml headspace) compared to the abiotic control, while the ultimate strength losses for all headspace volumes were quite small (3% and lower).</p>
</abstract>
<kwd-group>
<kwd>MIC</kwd>
<kwd>mechanical property</kwd>
<kwd>sulfate reducing bacteria</kwd>
<kwd>tensile test</kwd>
<kwd>H<sub>2</sub>S</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>There is growing awareness of MIC (microbiologically influenced corrosion) threat to various assets in marine, oil and gas, and water utilities industries, <italic>etc</italic>. It is widely believed that MIC accounts for at least 20% of all of corrosion losses (<xref ref-type="bibr" rid="B19">Jia et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Xu et al., 2017</xref>; <xref ref-type="bibr" rid="B18">Jia et al., 2019a</xref>). NACE International estimated that the total cost of corrosion is around US$2.5 trillion/year globally, and MIC accounts for 20%&#x2013;40% (<xref ref-type="bibr" rid="B3">Beavers and Thompson, 2006</xref>; <xref ref-type="bibr" rid="B50">Wolodko et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Salgar-Chaparro et al., 2020</xref>). The Aliso Canyon gas leak between 2015 and 2016 caused a major environmental disaster with a massive emission of methane gas that is a very potent greenhouse gas. The leak was attributed to metal well casing failure due to soil MIC (<xref ref-type="bibr" rid="B5">CPUC and DOGGR, 2019</xref>). In addition to pinhole leaks which was likely the case for the 2006 Alaska Pipeline leak (<xref ref-type="bibr" rid="B13">Jacobson, 2007</xref>), MIC can cause mechanical property degradation, leading to metal fracturing/rupturing/collapsing and cracking that reduce equipment service lifespan (<xref ref-type="bibr" rid="B8">Enning and Garrelfs, 2014</xref>; <xref ref-type="bibr" rid="B34">Sherman et al., 2015</xref>). Most MIC studies so far focused on pitting corrosion. There is a lack of studies on the impact of MIC on mechanical property degradation. In practical applications, disastrous consequences such as pipeline ruptures and support beam collapses can be caused by mechanical property degradation with MIC as the root cause.</p>
<p>SRB (sulfate reducing bacteria) are a major type of microbes that cause MIC. SRB can acquire energy by oxidizing organic substances or H<sub>2</sub> for reducing sulfate (SO<sub>4</sub>
<sup>2&#x2212;</sup>) to hydrogen sulfide (H<sub>2</sub>S) and other sulfide species (<xref ref-type="bibr" rid="B25">Lovley and Phillips, 1994</xref>; <xref ref-type="bibr" rid="B30">Promnuan and Sompong, 2017</xref>). When sulfate acts as the electron acceptor and lactate (soluble organic carbon) as the electron donor for SRB respiration, the redox reaction occurs entirely inside SRB cells to generate energy (<xref ref-type="bibr" rid="B13">Jacobson, 2007</xref>; <xref ref-type="bibr" rid="B51">Xu and Gu, 2014</xref>; <xref ref-type="bibr" rid="B21">Li et al., 2018</xref>).<disp-formula id="e1">
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<p>In the two half-reactions above, E&#xb0;&#x27; is the reduction potential vs. SHE (standard hydrogen electrode) at 25&#xb0;C, pH 7, and 1&#xa0;M solutes (or 1 bar gases) (<xref ref-type="bibr" rid="B40">Thauer et al., 2007</xref>). The actual respiration of sulfate using lactate as electron donor is more complicated. It usually involves lactate oxidation to produce pyruvate, and then pyruvate oxidation to yield H<sub>2</sub> with concomitant ATP (adenosine 5&#x2032;-triphosphate) production. H<sub>2</sub> serves as electron donor for sulfate reduction (<xref ref-type="bibr" rid="B28">Peck, 1993</xref>; <xref ref-type="bibr" rid="B36">Smith et al., 2019</xref>; <xref ref-type="bibr" rid="B56">Zhou et al., 2022</xref>).</p>
<p>SRB sessile cells require energy to maintain themselves even when they are not growing. When there is a lack of carbon source in the local environment near the bottom of an SRB biofilm, elemental iron can provide electrons for SRB survival, which leads to MIC. <italic>E</italic>&#xb0;&#x2032; of Fe<sup>2&#x2b;</sup>/Fe is similar to that of acetate &#x2b; CO<sub>2</sub>/lactate (<xref ref-type="bibr" rid="B40">Thauer et al., 2007</xref>). This means elemental Fe is as energetic as lactate.<disp-formula id="e3">
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</p>
<p>The cell potential (&#x394;<italic>E</italic>
<sup>o</sup>&#x2032;) of the redox reaction combining Reactions (3) and (4) above is &#x2b;230&#xa0;mV, which results in a negative Gibbs free energy change, indicating that the overall corrosion reaction is thermodynamically favored (<xref ref-type="bibr" rid="B11">Gu et al., 2015</xref>). Electrons from extracellular iron (insoluble) oxidation must be transported across the SRB cell membrane to the SRB cytoplasm for sulfate reduction (<xref ref-type="bibr" rid="B7">Eaktasang et al., 2016</xref>; <xref ref-type="bibr" rid="B26">Lv and Du, 2018</xref>). This kind of cross-cell membrane electron transfer process is known as extracellular electron transfer (EET), an important topic in microbial metabolism for energy production (<xref ref-type="bibr" rid="B25">Lovley and Phillips, 1994</xref>; <xref ref-type="bibr" rid="B22">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Gu et al., 2021</xref>; <xref ref-type="bibr" rid="B12">Huang et al., 2022</xref>). <italic>D</italic>. <italic>vulgaris</italic> MIC of carbon steel observes the EET-MIC theory according to the evidence provided by carbon source starvation tests and electron mediator tests in the literature (<xref ref-type="bibr" rid="B51">Xu and Gu, 2014</xref>; <xref ref-type="bibr" rid="B6">Dou et al., 2019</xref>; <xref ref-type="bibr" rid="B48">Wang et al., 2020</xref>). 2H<sup>&#x2b;</sup>/H<sub>2</sub> is used as an electron shuttle (i.e., H<sub>2</sub> cycling) for hydrogenase-positive SRB such as <italic>D. vulgaris</italic> to donate electrons for sulfate reduction (<xref ref-type="bibr" rid="B28">Peck, 1993</xref>). 2H<sup>&#x2b;</sup>/H<sub>2</sub> electron shuttle can bridge Reactions (3) and (4) with H<sub>2</sub> cycling, which is consistent with the cathodic depolarization theory (<xref ref-type="bibr" rid="B22">Li et al., 2018</xref>).</p>
<p>Experimental data have rather conclusively shown that H<sub>2</sub>S is not the cause of <italic>D. vulgaris</italic> (a typical SRB strain) corrosion of carbon steel at circumneutral broth pH (<xref ref-type="bibr" rid="B48">Wang et al., 2020</xref>). Typical SRB MIC of carbon steel tests are not like abiotic H<sub>2</sub>S corrosion which involves acidic pH with a large amount of H<sub>2</sub> produced (<xref ref-type="bibr" rid="B18">Jia et al., 2019a</xref>).</p>
<p>In the past, most investigations focused on MIC pitting. Not many studies paid attention to MIC impact on the degradation of mechanical properties. MIC pitting of metal surfaces weaken the metals (<xref ref-type="bibr" rid="B44">Unsal et al., 2016</xref>; <xref ref-type="bibr" rid="B18">Jia et al., 2019a</xref>; <xref ref-type="bibr" rid="B20">Jia et al., 2019b</xref>; <xref ref-type="bibr" rid="B48">Wang et al., 2020</xref>). Pit density and pit depth both impacted the mechanical properties of materials (<xref ref-type="bibr" rid="B38">Tang et al., 2014</xref>; <xref ref-type="bibr" rid="B33">Sheng and Xia, 2017</xref>; <xref ref-type="bibr" rid="B15">Javed et al., 2020a</xref>; <xref ref-type="bibr" rid="B16">Javed et al., 2020b</xref>; <xref ref-type="bibr" rid="B55">Zhang et al., 2020</xref>). In abiotic corrosion studies, it was found that corrosion activity degraded the ultimate strength of steel (<xref ref-type="bibr" rid="B31">Saad-Eldeen et al., 2012</xref>). It is suggested that when SRB are present, some engineering materials are likely to fail in a relatively shorter time than in an abiotic environment (<xref ref-type="bibr" rid="B14">Javaherdashti, 2011</xref>). It has been reported that the ultimate strength and ultimate strain were reduced significantly in the presence of the <italic>Pseudomonas</italic> species due to the biofilm formation and the resultant MIC process (<xref ref-type="bibr" rid="B46">Vaidya et al., 1997</xref>; <xref ref-type="bibr" rid="B12">Huang et al., 2022</xref>). In another study, the presence of corrosive <italic>Bacillus megaterium</italic> bacterium decreased the mechanical properties such as yield stress, ultimate strength and elongation of an Al-Cu alloy (<xref ref-type="bibr" rid="B53">Yousaf et al., 2015</xref>). Recently, it was found that moderately starved <italic>D. vulgaris</italic> biofilm degraded ultimate tensile strength and ultimate tensile strain of X80 carbon steel more than those with the biofilm without carbon source starvation because starvation made SRB sessile cells more eager to harvest electrons from Fe(0) <italic>via</italic> EET (<xref ref-type="bibr" rid="B23">Li et al., 2022</xref>).</p>
<p>It has been known that in carbon steel MIC by SRB, a larger headspace allows more H<sub>2</sub>S to escape from the broth. This reduces the H<sub>2</sub>S cytotoxicity in the broth, allowing better planktonic and sessile SRB growth, and thus leading to more severe MIC (<xref ref-type="bibr" rid="B18">Jia et al., 2019a</xref>). X80 carbon steel is widely used in many industries because of its low cost and ease of fabrication (<xref ref-type="bibr" rid="B24">L&#xf3;pez-Celvera et al., 2018</xref>; <xref ref-type="bibr" rid="B54">Zhang et al., 2019</xref>; <xref ref-type="bibr" rid="B29">Pereira et al., 2021</xref>; <xref ref-type="bibr" rid="B41">Tian and Pan, 2021</xref>). However, X80 steel pipelines may suffer from both MIC and mechanical property degradation caused by MIC (<xref ref-type="bibr" rid="B1">Alamri, 2020</xref>; <xref ref-type="bibr" rid="B23">Liu et al., 2022</xref>; <xref ref-type="bibr" rid="B9">Fu et al., 2022</xref>; <xref ref-type="bibr" rid="B49">Wasim and Djukic, 2022</xref>). This study investigated the effects of SRB sessile cell growth on MIC and the subsequent mechanical property degradation of X80 pipeline steel. In this study, dogbone coupons made of X80 carbon steel were used to investigate mechanical property degradation as a consequence of exposure to varied severity of MIC pitting by SRB, which was achieved by varying the headspace. After SRB exposure in anaerobic bottles, X80 dogbones were analyzed for MIC pitting and then tested on a tensile machine to measure mechanical property damages. Square X80 coupons were used to obtain weight loss. Square X80 coupons were also used as working electrodes in electrochemical glass cells to measure MIC severity electrochemically to corroborate weight loss and pit depth data trends from anaerobic bottles and to provide transient corrosion behavior.</p>
</sec>
<sec id="s2">
<title>Experimental</title>
<sec id="s2-1">
<title>Preparation of X80 dogbone coupons and square coupons</title>
<p>The X80 steel composition is listed in <xref ref-type="table" rid="T1">Table 1</xref>. Dogbone coupons were too heavy to measure milligram weight loss accurately in this work. Thus, three square coupons, each with a 1&#xa0;cm<sup>2</sup> unpainted top surface (all other surfaces were covered with a polytetrafluoroethylene paint), were incubated without shaking in each anaerobic bottle with 150&#xa0;ml SRB broth to obtain one MIC weight loss data point. Square coupons (1&#xa0;cm<sup>2</sup> exposed surface) were also used as working electrodes in electrochemical glass cells. Dogbone specimens were used to test the mechanical properties. The dimensions of the dogbone coupons (<xref ref-type="fig" rid="F1">Figure 1</xref>) were based on the ASTM E8/E8M standard (ASTM-E8/E8M-13a, 2013). The dogbone coupons were polished to 1,200 grit by the supplier. Each dogbone coupon was painted with polytetrafluoroethylene, except for a middle section with a width of 6&#xa0;mm and length of 22&#xa0;mm which was exposed to the SRB broth on all four sides. The top surfaces of all the square coupons (including the abiotic control and electrode coupons) were sequentially polished with 180, 400 and 600 grit abrasive papers. After that, all the coupons were cleaned with pure isopropanol and dried under UV light for 20&#xa0;min.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Elemental composition of X80 steel (mass%).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">C</th>
<th align="left">Mn</th>
<th align="left">Ni</th>
<th align="left">Cu</th>
<th align="left">Si</th>
<th align="left">Mo</th>
<th align="left">Cr</th>
<th align="left">Nb</th>
<th align="left">Ti</th>
<th align="left">Fe</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">0.050</td>
<td align="left">1.850</td>
<td align="left">0.285</td>
<td align="left">0.246</td>
<td align="left">0.228</td>
<td align="left">0.307</td>
<td align="left">0.016</td>
<td align="left">0.065</td>
<td align="left">0.013</td>
<td align="left">Balance</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Image of dogbone coupon of X80 carbon steel, and <bold>(B)</bold> its dimensions in mm.</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g001.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>Culture medium and inoculum</title>
<p>
<italic>D. vulgaris</italic> (ATCC 7757), a common SRB strain in MIC research, was selected for this research. The culture medium was ATCC 1249 medium, which is a modified Baar&#x2019;s medium for sulfate reducers. The culture medium pH was adjusted to pH 7 using a NaOH solution. The culture medium was sterilized in an autoclave at 121&#xb0;C. After autoclaving, the culture medium was deoxygenated using filter-sterilized N<sub>2</sub> sparging for more than 45&#xa0;min. One hundred ppm (final concentration) L-cysteine was then added to the culture medium as an oxygen scavenger to reduce dissolved oxygen further and to mitigate possible slow oxygen leakage (<xref ref-type="bibr" rid="B6">Dou et al., 2019</xref>). Each anaerobic bottle was inoculated with 2&#xa0;ml 3-day old SRB seed culture (grown in ATCC 1249 culture medium) before incubation at 37&#xb0;C without shaking.</p>
</sec>
<sec id="s2-3">
<title>Biofilm morphology and coupon weight loss</title>
<p>In this research, the X80 dogbone coupons were too large for SEM (scanning electron microscopy) imaging work and for obtaining accurate weight loss data. Thus, small X80 square coupons (1&#xa0;cm<sup>2</sup> exposed top surface) were used to obtain the biofilm SEM images and weight loss data after 14&#xa0;days of incubation 37&#xb0;C. Each 450&#xa0;ml anaerobic bottle contained 150&#xa0;ml deoxygenated culture medium (fixed) with either 150&#xa0;ml, 200&#xa0;ml or 300&#xa0;ml headspace (adjusted using inert glass beads or Epoxy blocks).</p>
<p>A SEM machine (FEI Quanta 250, Hillsboro, OR, United States) was used to observe the biofilm morphology on square coupons. Before the SEM observations, the cells and corrosion products/biomass were gentled rinsed with a PBS (phosphate buffered saline) solution for 15&#xa0;s each for 3 times before sessile cell counting, and then soaked in 2.5% (w/w) glutaraldehyde biocide solution for 8&#xa0;h at 10&#xb0;C to immobilize the biofilm on each coupon. Then, the coupons were sequentially dehydrated with 50% (v/v), 70%, 80% 90%, and 95% ethanol sequentially for 10&#xa0;min at each concentration and finally with 100% ethanol for 0.5&#xa0;h. Subsequently, the coupon surfaces were sputter coated with Au to provide electric conductivity before the SEM observations.</p>
<p>After the 14-day incubation, the square coupons for weight loss data were cleaned with a fresh Clarke&#x2019;s solution to remove biofilms and corrosion products before weighing. Each weight loss data point was the average of 3 replicate coupons from the same anaerobic bottle.</p>
</sec>
<sec id="s2-4">
<title>Electrochemical measurements</title>
<p>A potentiostat (Model VersaSTAT 3, Princeton Applied Research, Oak Ridge, TN, United States) was used to measure the electrochemical responses of the X80 working electrode (1&#xa0;cm<sup>2</sup> surface) in SRB broth. Each glass cell contained 150&#xa0;ml deoxygenated culture medium (fixed) with either 150&#xa0;ml, 200&#xa0;ml or 300&#xa0;ml headspace (adjusted using Epoxy resin as space filler). Each bottle was inoculated with 2&#xa0;ml 3-day old SRB seed culture for static incubation at 37&#xb0;C. A saturated calomel electrode (SCE) was used as the reference electrode, and a thin platinum plate (10&#xa0;mm &#xd7; 10&#xa0;mm &#xd7; 1&#xa0;mm) was used as the counter electrode. The abiotic control glass cell had 150&#xa0;ml culture medium and 300&#xa0;ml headspace without SRB inoculation. There was no need to vary the headspace for the abiotic control because there was no biogenic H<sub>2</sub>S escape to the headspace.</p>
<p>Open circuit potential (OCP), LPR, EIS and potentiodynamic polarization analyses were performed. LPR was scanned at a rate of 0.1667&#xa0;mV s<sup>&#x2212;1</sup> in the range of &#x2212;10&#xa0;mV to &#x2b;10&#xa0;mV vs. OCP. EIS was performed at OCP by applying a sinusoidal signal of 10&#xa0;mV (amplitude) in the frequency ranging from 10<sup>4</sup> to 10<sup>&#x2013;2</sup>&#xa0;Hz. Potentiodynamic polarization curves were measured at the end of the 14-day incubation from OCP to OCP &#x2212;200&#xa0;mV using one working electrode, and from OCP to OCP &#x2b;200&#xa0;mV using another working electrode in a replicate glass cell at a rate of 0.1667&#xa0;mV s<sup>&#x2212;1</sup>. The corrosion potential (<italic>E</italic>
<sub>corr</sub>), corrosion current density (<italic>i</italic>
<sub>corr</sub>), and anodic and (absolute) cathodic Tafel slopes (<italic>&#x3b2;</italic>
<sub>a</sub> and <italic>&#x3b2;</italic>
<sub>c</sub>) were determined from a Tafel analysis of the polarization curves.</p>
</sec>
<sec id="s2-5">
<title>Headspace gas measurements, sessile cell counts, pit depths, and tensile testing</title>
<p>Dogbone coupons were immersed in anaerobic bottles with 150&#xa0;ml culture medium and varied headspace volumes (150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml), and each anaerobic bottle contained one dogbone coupon. The headspace variation was achieved using Epoxy resin as space filler because the bottle volume and liquid culture medium volume were the same, but the headspace volume varied.</p>
<p>The concentration of H<sub>2</sub>S and total pressure in different anaerobic bottles were measured using a portable H<sub>2</sub>S sensor (GAXT-H-DL, BW Technologies, Calgary, Alberta, Canada), a digital manometer (Xplorer GLX-PS-2002, PASCO scientific, Roseville, CA, United States), respectively. The H<sub>2</sub>S sensor had an upper limit of 100&#xa0;ppm (v/v). If a headspace sample had a higher concentration, dilution was required (<xref ref-type="bibr" rid="B48">Wang et al., 2020</xref>). A 125&#xa0;ml anaerobic vial sealed with 1 atm air was injected with 10&#xa0;ml headspace gas for 12.5X dilution. After mixing, a syringe was used to flush and flood the H<sub>2</sub>S sensor&#x2019;s port with 40&#xa0;ml of the headspace gas before taking a meter reading.</p>
<p>Sessile cells on a dogbone coupon were counted using a hemocytometer under a 400X microscope. Each dogbone coupon had a total area of 4&#xa0;cm<sup>2</sup> covered by the SRB biofilm. The biofilm biomass was first scrapped off the coupon and then suspended in a PBS buffer before counting. Because <italic>D. vulgaris</italic> cells were seen motile, they were easily distinguished from artifacts (<xref ref-type="bibr" rid="B48">Wang et al., 2020</xref>).</p>
<p>The biofilms and corrosion products on the dogbone coupon surfaces were removed using a fresh Clarke&#x2019;s solution according to ASTM G1&#x2013;03. After the removal, the maximum pit depth for each dogbone coupon was obtained under an InfiniteFocus Microscopy (IFM) machine (Model ALC13, Alicona Imaging GmbH, Graz, Austria).</p>
<p>After the pit depth analysis, tensile tests were performed on an electromechanical universal testing machine (E44.304, MTS system, MN, United States) on the same dogbone coupons.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<sec id="s3-1">
<title>Surface and biofilm analyses using square coupons</title>
<p>The SEM biofilm images in <xref ref-type="fig" rid="F2">Figure 2</xref> show the surface morphologies of the <italic>D. vulgaris</italic> biofilms for different headspace volumes after the 14-day incubation. The short rod shape is typical for <italic>D. vulgaris,</italic> consistent with SEM images in other studies (<xref ref-type="bibr" rid="B45">Unsal et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Wang et al., 2022</xref>). <xref ref-type="fig" rid="F2">Figure 2</xref> indicates that the number of sessile cells increased with increasing headspace volume. This qualitative information is consistent with quantitative sessile cell count data on dogbone coupons discussed below. A larger headspace led to less H<sub>2</sub>S cytotoxicity in the broth and thus better SRB growth (<xref ref-type="bibr" rid="B18">Jia et al., 2019a</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>SEM biofilm images of X80 square coupon in 150&#xa0;ml SRB broth with varied headspace volume after 14-day incubation: <bold>(A,A&#x2032;)</bold> with 150&#xa0;ml headspace at two magnifications, <bold>(B,B&#x2032;)</bold> with 200&#xa0;ml headspace, and <bold>(C,C&#x2032;)</bold> with 300&#xa0;ml headspace.</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Weight losses using square coupons</title>
<p>The weight losses for 150&#xa0;ml, 200&#xa0;ml and 300 headspace volumes were 1.7 &#xb1; 0.17&#xa0;mg cm<sup>&#x2212;2</sup>, 1.9 &#xb1; 0.33&#xa0;mg cm<sup>&#x2212;2</sup> and 2.3 &#xb1; 0.37&#xa0;mg cm<sup>&#x2212;2</sup>, respectively (<xref ref-type="fig" rid="F3">Figure 3</xref>). Although the neighboring weight loss data were close with fairly wide error bars as a result of the short-term test, the 150&#xa0;ml and 300&#xa0;ml weight losses had a <italic>p</italic>-value &#x3c; 0.05, indicating that the weight increased with statistical significance when the headspace volume increased from 150 to 300&#xa0;ml. These weight losses after SRB incubation were much larger than the 0.2 &#xb1; 0.05&#xa0;mg cm<sup>&#x2212;2</sup> abiotic carbon steel weight loss obtained after 14 days of incubation in the deoxygenated ATCC 1249 culture medium without SRB inoculation. The increasing SRB MIC weight loss trend corresponds to the increasing sessile cell trend observed in <xref ref-type="fig" rid="F2">Figure 2</xref>, which is consistent with EET-MIC, in which more sessile cells harvest more electrons from elemental iron, leading to more severe corrosion (<xref ref-type="bibr" rid="B17">Jia et al., 2018</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Weight losses of X80 in 150&#xa0;ml SRB broth with varied headspace volume after 14-day incubation. (Each error bar represents standard deviation from 3 coupons in the same anaerobic bottle).</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Electrochemical tests using square coupons</title>
<p>The OCP trends for different headspace volumes during the 14-day incubation of X80 electrode in the SRB culture medium are shown in <xref ref-type="fig" rid="F4">Figure 4A</xref>. A lower OCP indicates a higher tendency for the working electrode to lose electrons. <xref ref-type="fig" rid="F4">Figure 4A</xref> does not consistently indicate that a higher headspace volume had a lower OCP. This is not surprising for complicated SRB systems (<xref ref-type="bibr" rid="B43">Tran Thi Thuy et al., 2020</xref>). After all, OCP only indicates corrosion tendency, but the actual corrosion outcome relies on corrosion kinetics. The same observation was made previously in a study on biogenic H<sub>2</sub>S impact on carbon steel MIC by <italic>D. vulgaris</italic> in ATCC 1249 culture medium which included abiotic OCP (<xref ref-type="bibr" rid="B17">Jia et al., 2018</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Variations of OCP vs. time <bold>(A)</bold> and <italic>R</italic>
<sub>p</sub> vs. time <bold>(B)</bold> for X80 in abiotic culture medium and in 150&#xa0;ml SRB broth during 14-day incubation with headspace volumes of 150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml (fixed 150&#xa0;ml broth volume).</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g004.tif"/>
</fig>
<p>Polarization resistance (<italic>R</italic>
<sub>p</sub>) from LPR scans in <xref ref-type="fig" rid="F4">Figure 4B</xref> describes the transient corrosion kinetics during the 14-day incubation. <italic>R</italic>
<sub>p</sub> is inversely proportional to corrosion rate (<xref ref-type="bibr" rid="B4">Cai et al., 2022</xref>). <xref ref-type="fig" rid="F4">Figure 4B</xref> shows a large drop of <italic>R</italic>
<sub>p</sub> in the first 3&#xa0;days, suggesting that as biofilm established on the metal surface, corrosion rate increased. The abiotic <italic>R</italic>
<sub>p</sub> curve for X80 in the deoxygenated ATCC 1249 culture medium remained around 17&#x2013;18&#xa0;k&#x3a9; cm<sup>2</sup>, much higher than the biotic <italic>R</italic>
<sub>p</sub> curves. <xref ref-type="fig" rid="F4">Figure 4B</xref> also shows that <italic>R</italic>
<sub>p</sub> for the 300&#xa0;ml headspace was the lowest, and <italic>R</italic>
<sub>p</sub> for 150&#xa0;ml was the highest, indicating highest and lowest corrosion rate, respectively, which is consistent with weight loss data trend in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<p>For EIS, the Nyquist and Bode plots of the abiotic and the biotic X80 coupons for different immersion times and different headspace volumes are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. The abiotic EIS data in the deoxygenated ATCC 1249 culture medium were show the same trend with abiotic <italic>R</italic>
<sub>p</sub> trend. The Nyquist plots indicate a capacitive behavior. A larger diameter of the semi-circle in the Nyquist plot means a higher corrosion resistance in <xref ref-type="fig" rid="F5">Figure 5A</xref>. The EIS data in <xref ref-type="fig" rid="F5">Figure 5</xref> were fitted with the equivalent electrical circuits in <xref ref-type="fig" rid="F6">Figure 6</xref>. A simple one-time constant circuit was needed for the abiotic control EIS spectra, while the biotic EIS spectra required a two-time constant circuit. The fitted parameters are summarized in <xref ref-type="table" rid="T2">Table 2</xref>. The biotic impedance spectra for the three different headspace volumes (150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml) fitted well with a two-time constant circuit model. The capacitors in the circuit model were not ideal capacitors. Thus, constant phase elements (CPE<sub>s</sub>) were used instead with n values in <xref ref-type="table" rid="T2">Table 2</xref> indicating how close the CPEs (constant phase elements) were to capacitors (n &#x3d; 1). The biotic equivalent circuit in <xref ref-type="fig" rid="F6">Figure 6B</xref> contains: 1) solution resistance (<italic>R</italic>
<sub>s</sub>), 2) a parallel combination of charge transfer resistance (<italic>R</italic>
<sub>ct</sub>) and CPE<sub>1</sub> (<italic>Q</italic>
<sub>dl</sub>) associated with the metal surface electric double layer, 3) a parallel combination of biofilm resistance (<italic>R</italic>
<sub>f</sub>) and CPE<sub>2</sub> (<italic>Q</italic>
<sub>f</sub>) associated with the biofilm/corrosion product layer on the X80 steel surface. The abiotic equivalent circuit in <xref ref-type="fig" rid="F6">Figure 6A</xref> is simpler without <italic>R</italic>
<sub>f</sub> and <italic>Q</italic>
<sub>f</sub>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Nyquist and Bode plots for X80 in SRB broth during 14-day incubation with fixed 150&#xa0;ml broth with varied headspace volume: <bold>(A,A&#x2032;)</bold> abiotic control, <bold>(B,B&#x2032;)</bold> first day biotic, <bold>(C,C&#x2032;)</bold> third day biotic, <bold>(D,D&#x2032;)</bold> seventh day biotic, <bold>(E,E&#x2032;)</bold> 10th day biotic, and <bold>(F,F&#x2032;)</bold> 14th day biotic EIS spectra.</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Equivalent electric circuits to model abiotic <bold>(A)</bold> and biotic <bold>(B)</bold> EIS spectra in <xref ref-type="fig" rid="F5">Figure 5</xref>.</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g006.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Electrochemical parameters obtained from fitting EIS spectra in <xref ref-type="fig" rid="F5">Figure 5</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Headspace (ml)</th>
<th align="left">Day</th>
<th align="left">
<italic>R</italic>
<sub>s</sub> (&#x2126; cm<sup>2</sup>)</th>
<th align="left">
<italic>Q</italic>
<sub>
<italic>f</italic>
</sub> (&#x2126;<sup>&#x2212;1</sup>&#xa0;cm<sup>&#x2212;2</sup> s<sup>n</sup>)</th>
<th align="left">
<italic>n</italic>
<sub>
<italic>f</italic>
</sub>
</th>
<th align="left">
<italic>R</italic>
<sub>f</sub> (&#x2126; cm<sup>2</sup>)</th>
<th align="left">
<italic>Q</italic>
<sub>
<italic>dl</italic>
</sub> (&#x2126;<sup>&#x2212;1</sup>&#xa0;cm<sup>&#x2212;2</sup> s<sup>n</sup>)</th>
<th align="left">
<italic>n</italic>
<sub>
<italic>dl</italic>
</sub>
</th>
<th align="left">
<italic>R</italic>
<sub>ct</sub> (k&#x2126; cm<sup>2</sup>)</th>
<th align="left">
<inline-formula id="inf1">
<mml:math id="m5">
<mml:mrow>
<mml:msup>
<mml:mi>x</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> (10<sup>&#x2013;3</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="5" align="left">Abiotic</td>
<td align="left">1</td>
<td align="left">11</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">4.26 &#xd7; 10<sup>&#x2013;4</sup>
</td>
<td align="left">0.82</td>
<td align="left">17.7</td>
<td align="left">3.10</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">13</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">2.43 &#xd7; 10<sup>&#x2013;4</sup>
</td>
<td align="left">0.87</td>
<td align="left">16.8</td>
<td align="left">1.35</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">13</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">4.07 &#xd7; 10<sup>&#x2013;4</sup>
</td>
<td align="left">0.87</td>
<td align="left">16.2</td>
<td align="left">4.06</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">12</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">4.17 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.88</td>
<td align="left">15.7</td>
<td align="left">3.24</td>
</tr>
<tr>
<td align="left">14</td>
<td align="left">13</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">3.81 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.88</td>
<td align="left">15.3</td>
<td align="left">2.91</td>
</tr>
<tr>
<td rowspan="5" align="left">150</td>
<td align="left">1</td>
<td align="left">24</td>
<td align="left">1.41 &#xd7; 10<sup>&#x2013;4</sup>
</td>
<td align="left">0.89</td>
<td align="left">4</td>
<td align="left">1.01 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.71</td>
<td align="left">6.78</td>
<td align="left">0.61</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">20</td>
<td align="left">4.76 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.78</td>
<td align="left">11</td>
<td align="left">1.14 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.97</td>
<td align="left">1.91</td>
<td align="left">2.32</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">18</td>
<td align="left">5.11 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.74</td>
<td align="left">12</td>
<td align="left">3.24 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.87</td>
<td align="left">5.76</td>
<td align="left">3.38</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">19</td>
<td align="left">5.24 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.73</td>
<td align="left">12</td>
<td align="left">2.07 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.97</td>
<td align="left">9.87</td>
<td align="left">7.92</td>
</tr>
<tr>
<td align="left">14</td>
<td align="left">24</td>
<td align="left">4.03 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.78</td>
<td align="left">7</td>
<td align="left">6.13 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.88</td>
<td align="left">9.98</td>
<td align="left">5.31</td>
</tr>
<tr>
<td rowspan="5" align="left">200</td>
<td align="left">1</td>
<td align="left">47</td>
<td align="left">1.01 &#xd7; 10<sup>&#x2013;4</sup>
</td>
<td align="left">0.88</td>
<td align="left">41</td>
<td align="left">1.47 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.80</td>
<td align="left">5.88</td>
<td align="left">4.85</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">28</td>
<td align="left">1.51 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.63</td>
<td align="left">121</td>
<td align="left">2.40 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.68</td>
<td align="left">2.21</td>
<td align="left">0.43</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">34</td>
<td align="left">7.62 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.72</td>
<td align="left">180</td>
<td align="left">1.13 &#xd7; 10<sup>&#x2013;2</sup>
</td>
<td align="left">0.71</td>
<td align="left">1.32</td>
<td align="left">5.29</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">36</td>
<td align="left">8.07 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.68</td>
<td align="left">259</td>
<td align="left">9.11 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.76</td>
<td align="left">4.87</td>
<td align="left">4.49</td>
</tr>
<tr>
<td align="left">14</td>
<td align="left">37</td>
<td align="left">7.04 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.64</td>
<td align="left">129</td>
<td align="left">2.93 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.75</td>
<td align="left">5.63</td>
<td align="left">2.47</td>
</tr>
<tr>
<td rowspan="5" align="left">300</td>
<td align="left">1</td>
<td align="left">47</td>
<td align="left">1.83 &#xd7; 10<sup>&#x2013;4</sup>
</td>
<td align="left">0.85</td>
<td align="left">39</td>
<td align="left">1.85 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.84</td>
<td align="left">5.63</td>
<td align="left">0.39</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">35</td>
<td align="left">4.51 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.74</td>
<td align="left">152</td>
<td align="left">2.36 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.93</td>
<td align="left">0.94</td>
<td align="left">2.29</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">37</td>
<td align="left">3.80 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.75</td>
<td align="left">115</td>
<td align="left">6.38 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.92</td>
<td align="left">0.86</td>
<td align="left">1.89</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">37</td>
<td align="left">3.73 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.74</td>
<td align="left">88</td>
<td align="left">7.43 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.98</td>
<td align="left">1.16</td>
<td align="left">10.4</td>
</tr>
<tr>
<td align="left">14</td>
<td align="left">38</td>
<td align="left">3.31 &#xd7; 10<sup>&#x2013;3</sup>
</td>
<td align="left">0.76</td>
<td align="left">17</td>
<td align="left">1.41 &#xd7; 10<sup>&#x2013;2</sup>
</td>
<td align="left">0.80</td>
<td align="left">0.96</td>
<td align="left">8.17</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Compared with charge resistance (<italic>R</italic>
<sub>ct</sub>) values, the film resistance <italic>R</italic>
<sub>f</sub> values were quite small. However, the <italic>R</italic>
<sub>f</sub> values became larger with the increasing headspace volume due to <italic>D. vulgaris</italic> becoming more corrosive, which is consistent with the increased sessile cell count (<xref ref-type="fig" rid="F2">Figure 2</xref>). <italic>R</italic>
<sub>ct</sub> was rate limiting in this study because it was much larger than <italic>R</italic>
<sub>s</sub> and <italic>R</italic>
<sub>f</sub>. (<italic>R</italic>
<sub>ct</sub> &#x2b; <italic>R</italic>
<sub>f</sub>) is often used as the equivalent to <italic>R</italic>
<sub>p</sub> in qualitative corrosion analysis. In this work, (<italic>R</italic>
<sub>ct</sub> &#x2b; <italic>R</italic>
<sub>f</sub>) was the smallest for 300&#xa0;ml headspace in <xref ref-type="table" rid="T2">Table 2</xref>, indicating the highest corrosion rate.</p>
<p>The Tafel plots of X80 are shown in <xref ref-type="fig" rid="F7">Figure 7</xref>. The corrosion current densities from the Tafel analysis of the potentiodynamic polarization curves are listed in <xref ref-type="table" rid="T3">Table 3</xref>. After the 14 days of SRB incubation, the coupon for the 300&#xa0;ml headspace had the highest corrosion current density (<italic>i</italic>
<sub>corr</sub>) of 74.8&#xa0;&#x3bc;A cm<sup>&#x2212;2</sup> (<xref ref-type="table" rid="T3">Table 3</xref>), compared to 19.1&#xa0;&#x3bc;A cm<sup>&#x2212;2</sup> (for 200&#xa0;ml) and 4.8&#xa0;&#x3bc;A cm<sup>&#x2212;2</sup> (for 150&#xa0;ml). The abiotic <italic>i</italic>
<sub>corr</sub> in the deoxygenated ATCC 1249 culture medium was 0.79&#xa0;&#x3bc;A cm<sup>&#x2212;2</sup>, which was negligibly small. The corrosion current density trend here corroborates the <italic>R</italic>
<sub>p</sub>
<sup>&#x2212;1</sup> trend in <xref ref-type="fig" rid="F4">Figure 4B</xref> and (<italic>R</italic>
<sub>ct</sub> &#x2b; <italic>R</italic>
<sub>f</sub>)<sup>&#x2212;1</sup> trend in <xref ref-type="table" rid="T2">Table 2</xref>. Thus, all the electrochemical corrosion data trends, with the exception of OCP, are consistent with the weight loss trend, all pointing to more sessile cells for faster MIC, which is characteristic of EET-MIC.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Potentiodynamic polarization curves at end of 14-day incubation with SRB, and without SRB (abiotic control).</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g007.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Fitted electrochemical parameters from Tafel analysis at the end of the 14-day incubation in <xref ref-type="fig" rid="F7">Figure 7</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Headspace (ml)</th>
<th align="left">
<italic>i</italic>
<sub>corr</sub> (&#x3bc;A cm<sup>&#x2212;2</sup>)</th>
<th align="left">
<italic>E</italic>
<sub>corr</sub> (mV) vs. SCE</th>
<th align="left">
<italic>&#x3b2;</italic>
<sub>a</sub> (mV dec<sup>&#x2212;1</sup>)</th>
<th align="left">
<italic>&#x3b2;</italic>
<sub>c</sub> (mV dec<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Abiotic</td>
<td align="left">0.8</td>
<td align="left">&#x2212;739</td>
<td align="left">125</td>
<td align="left">&#x2212;675</td>
</tr>
<tr>
<td align="left">150</td>
<td align="left">4.8</td>
<td align="left">&#x2212;550</td>
<td align="left">314</td>
<td align="left">&#x2212;299</td>
</tr>
<tr>
<td align="left">200</td>
<td align="left">19.1</td>
<td align="left">&#x2212;520</td>
<td align="left">328</td>
<td align="left">&#x2212;322</td>
</tr>
<tr>
<td align="left">300</td>
<td align="left">74.8</td>
<td align="left">&#x2212;590</td>
<td align="left">387</td>
<td align="left">&#x2212;279</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4">
<title>H<sub>2</sub>S concentration and total gas pressure in headspace of anaerobic bottle with dogbone coupon</title>
<p>
<xref ref-type="table" rid="T4">Table 4</xref> shows that the H<sub>2</sub>S concentrations in the headspace gas phases for the anaerobic bottles (each containing one dogbone coupon) with headspace volumes of 150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml were 8.50 &#xd7; 10<sup>3</sup>&#xa0;ppm (v/v), 7.75 &#xd7; 10<sup>3</sup>&#xa0;ppm, and 7.28 &#xd7; 10<sup>3</sup>&#xa0;ppm, respectively after the 14-day SRB incubation. The corresponding H<sub>2</sub>S concentration in the liquid phase was estimated based on H<sub>2</sub>S equilibrium at 37&#xb0;C according to a published report (<xref ref-type="bibr" rid="B27">Ning et al., 2014</xref>). The dissolved [H<sub>2</sub>S] values for the headspace volumes of 150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml were 1.06 mM, 0.95&#xa0;mM and 0.84 mM, respectively (<xref ref-type="fig" rid="F8">Figure 8</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). As expected, a larger headspace allowed more H<sub>2</sub>S to escape from the liquid phase in order to reach a different H<sub>2</sub>S equilibrium between the gas and liquid phases. <xref ref-type="fig" rid="F8">Figure 8</xref> also shows that the final broth pH values were 7.08, 7.26, and 7.54 corresponding to headspace volumes of 150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml, respectively. The broth pH increased slightly with the increasing headspace volume, because a larger headspace allowed more H<sub>2</sub>S to escape and this took away more protons from the broth as shown in Reaction (5). According to the following reaction (<xref ref-type="bibr" rid="B18">Jia et al., 2019a</xref>),<disp-formula id="e5">
<mml:math id="m6">
<mml:mrow>
<mml:msup>
<mml:mtext>HS</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x21cc;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Data obtained and calculated for dogbone coupons with different headspace volumes (fixed 150&#xa0;ml broth volume) after 14-day incubated in anaerobic bottles.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Headspace volume (mL)</th>
<th align="left">H<sub>2</sub>S concentration in headspace (10<sup>3</sup>&#xa0;ppm) (v/v)</th>
<th align="left">Total pressure in headspace (bar)</th>
<th align="left">H<sub>2</sub>S partial pressure in headspace (10<sup>&#x2013;2</sup>&#xa0;bar)</th>
<th align="left">Dissolved [H<sub>2</sub>S] in liquid phase (10<sup>&#x2013;4</sup>&#xa0;M)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">150</td>
<td align="left">8.50</td>
<td align="left">1.70</td>
<td align="left">1.32</td>
<td align="left">9.73</td>
</tr>
<tr>
<td align="left">200</td>
<td align="left">7.75</td>
<td align="left">1.66</td>
<td align="left">0.66</td>
<td align="left">4.86</td>
</tr>
<tr>
<td align="left">300</td>
<td align="left">7.28</td>
<td align="left">1.58</td>
<td align="left">0.26</td>
<td align="left">1.92</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Dissolved [H<sub>2</sub>S] in both and broth pH after 14-day incubation in bottles with fixed 150&#xa0;ml broth and varied headspace volume.</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g008.tif"/>
</fig>
<p>The dissolved [H<sub>2</sub>S] in the broth became lower with the increasing headspace volume while the pH value became higher (<xref ref-type="table" rid="T4">Table 4</xref>; <xref ref-type="fig" rid="F8">Figure 8</xref>). All the pH values in this work were above and not far from 7. This is different from abiotic H<sub>2</sub>S corrosion studies, in which researchers introduce exogenous H<sub>2</sub>S to an aqueous solution and thus resulting in acidic pH, which is needed to cause appreciable abiotic H<sub>2</sub>S corrosion (<xref ref-type="bibr" rid="B37">Sun and Nesic, 2007</xref>).</p>
</sec>
<sec id="s3-5">
<title>Sessile cell counts on dogbone coupons</title>
<p>After the 14-day incubation, the sessile cell count was found to be higher in the anaerobic bottle with a larger headspace volume (<xref ref-type="fig" rid="F9">Figure 9</xref>). The cell counts on coupons in the bottles with the headspace volumes of 150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml were 6.5&#xd7;10<sup>7</sup> cells cm<sup>&#x2212;2</sup>, 2.3&#xd7;10<sup>8</sup> cells cm<sup>&#x2212;2</sup> and 1.4&#xd7;10<sup>9</sup> cells cm<sup>&#x2212;2</sup>, respectively. The increasing sessile cell count trend agrees with the decreasing dissolved [H<sub>2</sub>S] in <xref ref-type="table" rid="T4">Table 4</xref>. Decreased [H<sub>2</sub>S] means less toxicity and thus better sessile cell growth (<xref ref-type="bibr" rid="B20">Jia et al., 2019b</xref>). Although the 300&#xa0;ml headspace bottle had lower H<sub>2</sub>S concentrations in both the gas and the liquid phases, its total amount (1.47 &#xd7; 10<sup>&#x2013;4</sup>&#xa0;mol) was higher than in the bottles with 150&#xa0;ml and 200&#xa0;ml headspace volumes. This was reasonable because less H<sub>2</sub>S toxicity allowed better SRB growth and thus produced more H<sub>2</sub>S in the total amount in the liquid and headspace of a sealed anaerobic bottle.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Sessile cell counts on dogbone coupons after 14-day incubation in anaerobic bottles with fixed 150&#xa0;ml broth and varied headspace volume.</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g009.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>Pit depths on dogbone coupons</title>
<p>Coupon surface morphologies on dogbone coupons after the 14-day incubation with biofilms and corrosion products removed were examined under IFM. <xref ref-type="fig" rid="F10">Figure 10A</xref> shows that the abiotic coupon surface exhibited polished coupon surface roughness (y-scale enlarged to show details). For the biotic dogbone coupons, the maximum pit depth increased with a larger headspace volume in <xref ref-type="fig" rid="F10">Figures 10B&#x2013;D</xref>. They were 2.6 &#x3bc;m, 4.2 &#x3bc;m and 6.2&#xa0;&#x3bc;m for headspace volumes of 150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml, respectively. The pit depth trend here is consistent with the weight loss data trend. In future studies, pit density should be investigated as well (<xref ref-type="bibr" rid="B15">Javed et al., 2020a</xref>; <xref ref-type="bibr" rid="B16">Javed et al., 2020b</xref>). With a larger headspace, there was a lower amount of dissolved [H<sub>2</sub>S] and more sessile cells, which led to higher weight loss and deeper pits. The maximum pit depth increased by 58% when the headspace increased from 150&#xa0;ml to 300&#xa0;ml, while the broth volume was fixed at 150&#xa0;ml.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Maximum pit depths on dogbone coupons after 14-day incubation in bottles with headspace volumes of: <bold>(A)</bold> 150&#xa0;ml (abiotic control), <bold>(B)</bold> 150&#xa0;ml, <bold>(C)</bold> 200&#xa0;ml, and <bold>(D)</bold> 300&#xa0;ml, respectively.</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g010.tif"/>
</fig>
</sec>
<sec id="s3-7">
<title>Tensile testing using dogbone coupons</title>
<p>
<xref ref-type="fig" rid="F11">Figure 11</xref> shows the stress-strain curves of X80 dogbone coupons. The dogbone coupons were retrieved after they had been immersed in SRB bottles with fixed 150&#xa0;ml culture medium volume and varied headspace volumes (150&#xa0;ml, 200&#xa0;ml and 300&#xa0;ml) for 14&#xa0;days at 37&#xb0;C. The ultimate (tensile) strength is the maximum stress that a material can withstand before final failure (<xref ref-type="bibr" rid="B39">Thamma and Jantasorn, 2022</xref>). It is the highest point of the <italic>Y</italic>-axis in <xref ref-type="fig" rid="F11">Figure 11</xref>. The ultimate strain (elongation at break) demonstrates the ability of a material to resist shape change before finally breaking (<xref ref-type="bibr" rid="B42">Tian et al., 2021</xref>). It is the largest value of the <italic>X</italic>-axis (strain) in <xref ref-type="fig" rid="F11">Figure 11</xref> (<xref ref-type="bibr" rid="B35">Sluzalec, 1992</xref>). Lowering of these parameters can reflect the mechanical property degradation of the material under different conditions such as different MIC severity.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Stress&#x2013;strain curves for 2 replicate abiotic X80 dogbone coupons and dogbone coupons (with corrosion products removed) obtained after 14-day incubation with SRB.</p>
</caption>
<graphic xlink:href="fbioe-10-1028462-g011.tif"/>
</fig>
<p>The ultimate strength of abiotic control X80 carbon steel was 853 &#xb1; 3&#xa0;MPa. The ultimate tensile strength values of the abiotic dogbone coupon, and biotic dogbone coupons from bottles with different headspace volumes were all quite close as shown in <xref ref-type="fig" rid="F11">Figure 11</xref>. Compared with the abiotic dogbone, in the presence of SRB with headspace volumes of 150&#xa0;ml, 200&#xa0;ml 300&#xa0;ml, the ultimate strength losses were 3%, 2% and 0%, respectively (<xref ref-type="table" rid="T5">Table 5</xref>). These values were rather small. On the other hand, ultimate strain was reduced in the presence of SRB. Compared with the abiotic dogbone, in the presence of SRB with headspace volumes of 150&#xa0;ml, 200&#xa0;ml 300&#xa0;ml, the ultimate strain losses were 6%, 13% and 23%, respectively (<xref ref-type="table" rid="T5">Table 5</xref>). With an increased headspace, MIC severity increased, making X80 steel more brittle. The corrosion damage by SRB pitting was the main factor in its mechanical property degradation study. H<sub>2</sub>S was unlike the driving force behind the relatively large ultimate strain loss, because in this work, more severe MIC corresponded with lower [H<sub>2</sub>S] in the broth.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Ultimate tensile strength and ultimate tensile strain data from <xref ref-type="fig" rid="F11">Figure 11</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Headspace volume (ml)</th>
<th align="left">Ultimate tensile strength (MPa) (and loss)</th>
<th align="left">Ultimate tensile strain (%) (and loss)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Abiotic dogbone</td>
<td align="left">853 &#xb1; 3 (control)</td>
<td align="left">13.7 &#xb1; 0.1% (control)</td>
</tr>
<tr>
<td align="left">150</td>
<td align="left">824 (3% loss)</td>
<td align="left">12.9% (6% loss)</td>
</tr>
<tr>
<td align="left">200</td>
<td align="left">840 (2% loss)</td>
<td align="left">11.9% (13% loss)</td>
</tr>
<tr>
<td align="left">300</td>
<td align="left">872 (0% loss)</td>
<td align="left">10.5% (23% loss)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>
<list list-type="simple">
<list-item>
<p>(1) The tensile testing results show that the presence of SRB made the X80 steel more brittle which was reflected by the relatively large ultimate strain losses, compared to the abiotic control. Meanwhile, the ultimate strength loss was small (up to only 3%) for all the dogbone coupons after the 14-day incubation.</p>
</list-item>
<list-item>
<p>(2) More severe MIC weight loss and pitting led to more ultimate strain loss (up to 23%) in X80.</p>
</list-item>
<list-item>
<p>(3) This work confirms that in an anaerobic bottle with SRB, a larger headspace allows more H<sub>2</sub>S to escape from the broth, and this reduces the H<sub>2</sub>S toxicity in the broth and thus promoting sessile SRB growth. Increased sessile cell count leads to more severe weight loss and MIC pitting, which is consistent with <xref ref-type="bibr" rid="B2">EET-MIC.ASTM-E8/E8M-13a, 2013</xref>.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<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/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This project was funded by the Chinese Society for Corrosion and Protection (CSCP), PTT Exploration and Production of Thailand and Saudi Aramco.</p>
</sec>
<ack>
<p>Some data were from Corrosion 2021 conference paper No. C2021-16274 with permission from AMPP (Houston, TX, United States).</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>Authors SK and SP were employed by PTT Exploration and Production. Authors MM and MS were employed by Saudi Arabian Oil Company.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<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>
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