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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1496162</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2024.1496162</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of surface roughness on the microbiologically influenced corrosion (MIC) of copper 101</article-title>
<alt-title alt-title-type="left-running-head">Acharjee 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/fmats.2024.1496162">10.3389/fmats.2024.1496162</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Acharjee</surname>
<given-names>Amit</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Keskin</surname>
<given-names>Yagmur</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Peyton</surname>
<given-names>Brent M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Fields</surname>
<given-names>Matthew W.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Amendola</surname>
<given-names>Roberta</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Mechanical and Industrial Engineering</institution>, <institution>Montana State University</institution>, <addr-line>Bozeman</addr-line>, <addr-line>MT</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Center for Biofilm Engineering</institution>, <institution>Montana State University</institution>, <addr-line>Bozeman</addr-line>, <addr-line>MT</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Chemical and Biological Engineering</institution>, <institution>Montana State University</institution>, <addr-line>Bozeman</addr-line>, <addr-line>MT</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Microbiology and Cell Biology</institution>, <institution>Montana State University</institution>, <addr-line>Bozeman</addr-line>, <addr-line>MT</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Civil Engineering</institution>, <institution>Montana State University</institution>, <addr-line>Bozeman</addr-line>, <addr-line>MT</addr-line>, <country>United States</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/2542553/overview">Bruce Pound</ext-link>, Exponent , United States</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/1782278/overview">Tuba Unsal</ext-link>, Istanbul University, T&#xfc;rkiye</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2861731/overview">Erwan Diler</ext-link>, Institute De La Corrosion, France</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Roberta Amendola, <email>roberta.amendola@montana.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1496162</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Acharjee, Keskin, Peyton, Fields and Amendola.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Acharjee, Keskin, Peyton, Fields and Amendola</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>The effect of varying surface roughness on microbiologically influenced corrosion by a model sulfate reducing bacterium <italic>Oleidesulfovibrio alaskensis</italic> G20 culture on copper 101 coupons was investigated using microscopic, spectroscopic and surface characterization techniques. After 7-day of anoxic exposure abundant biodeposits consisting of sessile cells and copper sulfide minerals were found and pitting attack was observed upon their removal. Results showed that the distribution and thickness of the biodeposits as well as the pitting severity were affected by the varying surface roughness. A direct relationship between surface roughness and microbial activity was not observed. However, a statistically significant reduction in the corrosion rate was recorded when the surface roughness was decreased from &#x223c;2.71 &#x3bc;m to &#x223c;0.006 &#x3bc;m.</p>
</abstract>
<kwd-group>
<kwd>copper</kwd>
<kwd>roughness</kwd>
<kwd>microbial corrosion</kwd>
<kwd>biofilm</kwd>
<kwd>sulfate-reducing bacteria</kwd>
<kwd>pitting corrosion</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Science Foundation<named-content content-type="fundref-id">10.13039/100000001</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Environmental Degradation of Materials</meta-value>
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</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Corrosion is a physico-chemical metal deterioration process that progresses in a series of redox reactions (anodic oxidation, cathodic reduction) where pure metals and/or their alloys undergo a chemical change from ground to an ionized state due to transfer of electrons from the metal to an external acceptor. When microbial cells and/or products of their metabolism such as extracellular polymeric substances (EPS) (<xref ref-type="bibr" rid="B19">Davidova et al., 2021</xref>; <xref ref-type="bibr" rid="B57">Wang et al., 2022</xref>; <xref ref-type="bibr" rid="B41">Li et al., 2023</xref>) are involved in deterioration, the process is termed microbiologically-influenced corrosion (MIC) (<xref ref-type="bibr" rid="B6">Beech and Gaylarde, 1999</xref>; <xref ref-type="bibr" rid="B15">Chen et al., 2014</xref>; <xref ref-type="bibr" rid="B21">Dou et al., 2018</xref>; <xref ref-type="bibr" rid="B56">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B37">Knisz et al., 2023</xref>; <xref ref-type="bibr" rid="B60">Xu et al., 2023</xref>). Although microbial communities implicated in MIC of metallic materials are diverse, significant contribution is attributed to anaerobic sulfide producing microorganisms, including sulfate-reducing bacteria (SRB). The latter are ubiquitous in aquatic and terrestrial environments, and have been associated with approximately 50% of all reported MIC-related cases (<xref ref-type="bibr" rid="B39">Lee et al., 1995</xref>; <xref ref-type="bibr" rid="B61">Yuan et al., 2013</xref>). The predominant type of damage associated with MIC and accepted as a MIC signature is pitting corrosion (<xref ref-type="bibr" rid="B46">Pope and Morris, 1995</xref>; <xref ref-type="bibr" rid="B50">Sario&#x1e7;lu et al., 1997</xref>). This form of attack can severely compromise mechanical properties of the material and result in catastrophic failures (<xref ref-type="bibr" rid="B7">Board, 2003</xref>).</p>
<p>Owing to their excellent mechanical, thermal and electrical properties along with superior corrosion resistance, copper and its alloys are widely used in many systems that are installed in fresh water and marine habitats. In addition, because copper is widely used as an antimicrobial agent it has been long believed to be MIC-resistant. This assumption proved to be incorrect as it has been documented that copper-based materials are not immune to MIC (<xref ref-type="bibr" rid="B54">Videla and Characklis, 1992</xref>; <xref ref-type="bibr" rid="B42">Mansfeld et al., 1994</xref>; <xref ref-type="bibr" rid="B26">Geesey et al., 2000</xref>; <xref ref-type="bibr" rid="B49">Reyes et al., 2008</xref>; <xref ref-type="bibr" rid="B2">Amendola and Acharjee, 2022</xref>; <xref ref-type="bibr" rid="B29">Guo et al., 2022</xref>).</p>
<p>Reports on copper corrosion in the presence of biofilms comprised of complex bacterial communities, where a Cu<sub>2</sub>S mineral layer was found to be deposited as the main corrosion product, implicated SRB to play a significant role (<xref ref-type="bibr" rid="B53">Trevors and Cotter, 1990</xref>; <xref ref-type="bibr" rid="B3">Angell and Chamberlain, 1991</xref>; <xref ref-type="bibr" rid="B15">Chen et al., 2014</xref>; <xref ref-type="bibr" rid="B28">G&#xfc;ng&#xf6;r et al., 2015</xref>; <xref ref-type="bibr" rid="B34">Huttunen-Saarivirta et al., 2016</xref>; <xref ref-type="bibr" rid="B21">Dou et al., 2018</xref>; <xref ref-type="bibr" rid="B56">Wang et al., 2020</xref>). The reactivity of copper in the presence of sulfide is well documented (<xref ref-type="bibr" rid="B13">Chen et al., 2010</xref>; <xref ref-type="bibr" rid="B12">2017</xref>; <xref ref-type="bibr" rid="B35">King et al., 2017</xref>) therefore, sulfidogenic microbiomes where hydrogen sulfide (HS<sup>&#x2212;</sup>) is one of the key metabolites, pose a considerable threat to copper-based materials. While different mechanisms are proposed to explain MIC of copper and its alloys, metabolite MIC (M-MIC) has recently been accepted as the most likely cause (<xref ref-type="bibr" rid="B21">Dou et al., 2018</xref>; <xref ref-type="bibr" rid="B22">2020</xref>; <xref ref-type="bibr" rid="B56">Wang et al., 2020</xref>).</p>
<p>In SRB-harboring biofilms, when sulfate is present, hydrogen sulfide (HS<sup>&#x2212;</sup>) is the final product of SRB metabolism. The availability of (HS<sup>&#x2212;</sup>) ions to react with Cu(I) ions governs the development of Cu<sub>2</sub>S mineral deposits according to the reaction <xref ref-type="disp-formula" rid="e1">Equations 1</xref>, <xref ref-type="disp-formula" rid="e2">2</xref> (<xref ref-type="bibr" rid="B13">Chen et al., 2010</xref>; <xref ref-type="bibr" rid="B14">Chen et al., 2011</xref>; <xref ref-type="bibr" rid="B12">Chen et al., 2017</xref>):<disp-formula id="e1">
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<p>Studies conducted under abiotic conditions, <italic>i.e.</italic>, without any presence of microorganisms, demonstrated that for metallic materials able to develop a passive layer such as copper and stainless steel, surface roughness significantly influences the corrosion behavior; in general, a decrease in surface roughness was found to improve the corrosion resistance (<xref ref-type="bibr" rid="B9">Burstein and Pistorius, 1995</xref>; <xref ref-type="bibr" rid="B40">Li and Li, 2006</xref>; <xref ref-type="bibr" rid="B1">Abosrra et al., 2009</xref>; <xref ref-type="bibr" rid="B33">Hu et al., 2020</xref>). While the effect of surface finishing on MIC has been documented for steel, there are scarce, if any, reports pertinent to copper.</p>
<p>Recently, novel approaches that explore modulation of surface properties, including roughness, were proposed (<xref ref-type="bibr" rid="B52">Sun et al., 2020</xref>; <xref ref-type="bibr" rid="B11">Caro-Lara et al., 2022</xref>; <xref ref-type="bibr" rid="B48">Razavipour et al., 2022</xref>; <xref ref-type="bibr" rid="B58">Wei et al., 2022</xref>) to enhance copper antimicrobial properties and decrease microbial attachment. The effect of such treatments on copper MIC has been addressed in oxygenated environments (<xref ref-type="bibr" rid="B52">Sun et al., 2020</xref>; <xref ref-type="bibr" rid="B11">Caro-Lara et al., 2022</xref>; <xref ref-type="bibr" rid="B58">Wei et al., 2022</xref>) while the effectiveness of these approaches under anoxic conditions and in the presence of SRB remains limited (<xref ref-type="bibr" rid="B58">Wei et al., 2022</xref>).</p>
<p>This work studied the effect of surface roughness on copper corrosion exposed to biogenically produced hydrogen sulfide by a model SRB, <italic>Oleidesulfovibrio alaskensis</italic> G20 which is a sulfate-reducing, Gram-negative, vibrio-shaped bacterium capable of enzymatically reducing sulfate to hydrogen sulfide (H<sub>2</sub>S), enabling the bacteria to respire in anoxic environments. The objective was to offer insights into the early interaction between surface topography, microbial presence, and corrosion product development. Techniques of 3D optical profilometry, Field Emission Scanning Electron Microscopy (FE-SEM), X-ray Diffraction Analysis (XRD) and EDX X-ray attenuation pit depth analysis were used to investigate corrosion morphology and product development. Corrosion rates were calculated according to the ASTM Standard G1-03 (<xref ref-type="bibr" rid="B4">ASTM G1-03, 2017</xref>) e1, Standard Practice for Preparing, Cleaning, and Evaluating Corrosion Test Specimens, 2017).</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Preparation of copper coupons</title>
<p>Coupon finishes were selected based on the roughness attainable in standard machining operations under traditional (<italic>i.e</italic>., milling) and non-traditional processes (<italic>i.e</italic>., superfinishing) (<xref ref-type="bibr" rid="B27">Grzesik et al., 2010</xref>). Pure 101 copper (Cu) (ThyssenKrupp batch&#x23; 91V3461, Cu &#x3e;99.99%wt. with Oxygen &#x3c;0.0005%wt. and other trace elements) was purchased from Online Metals (Seattle, WA). Coupons were cut from a bar to the dimensions of 10 &#xd7; 10 &#xd7; 2mm using electrical discharge machining (EDM) process to minimize defects such as mechanical deformation that may later influence the corrosion behavior. Coupons were then ground and polished on both sides to four different surface finishes: 400 US grit, 600 US grit, 800 US grit and 3-micron diamond suspension polishing using metallographic procedures with an Allied High Tech MetPrep 3 Grinder/Polisher equipped with a PH3 power head. During the surface grinding and polishing processes, copper mechanically deformed primarily through dislocation motion because of its face-centered cubic (FCC) crystal structure characterized by a high number of slip planes. The deformation associated with each surface finish may have contributed to the development of dislocation&#x2019; &#x201c;forests&#x201d;. However, previous research on FCC metals demonstrated that, over a wide range of strains, the interaction between forest and mobile dislocations only marginally increased the forest density (<xref ref-type="bibr" rid="B18">Csan&#xe1;di et al., 2011</xref>). For this reason, the degree of deformation introduced by the preparation process was expected not to influence the corrosion behavior of the copper coupons.</p>
<p>Coupons without any surface modification (&#x201c;as received&#x201d;) were also used for comparison. To remove any polishing residue, ultrasonic cleaning was performed in a two-step process with 100% acetone (Fisher Chemical Lot&#x23;187993) and 100% methanol (Fisher Chemical Lot&#x23;217743) for 10 min each. Prior to abiotic and biotic exposures, all coupons were prepared in a biosafety cabinet by dipping in ethanol solution (70% v/v) prepared with pure ethyl alcohol (Sigma-Aldrich Lot &#x23; SHBL 3646) and sterile nanopure water. This step was followed by exposure to UV light for 30 min for each side of the sample during drying in a biosafety cabinet (<xref ref-type="bibr" rid="B31">Ha and Ha, 2010</xref>; <xref ref-type="bibr" rid="B30">Guridi et al., 2019</xref>; <xref ref-type="bibr" rid="B47">Raeiszadeh and Adeli, 2020</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Inoculum preparation and batch exposure</title>
<p>The microorganism selected for this study <italic>Desulfovibrio alaskensis</italic> G20 was originally isolated from a soured oil reservoir (<xref ref-type="bibr" rid="B23">Feio et al., 2004</xref>) and recently reclassified to <italic>Oleidesulfovibrio alaskensis</italic> G20 (<xref ref-type="bibr" rid="B55">Waite et al., 2020</xref>). <italic>Oleidesulfovibrio alaskensis</italic> G20 has been extensively studied due to its role in MIC and its versatile metabolic capabilities (<xref ref-type="bibr" rid="B59">Wikie&#x142; et al., 2014</xref>; <xref ref-type="bibr" rid="B45">Nair et al., 2015</xref>; <xref ref-type="bibr" rid="B16">Chilkoor et al., 2018</xref>; <xref ref-type="bibr" rid="B38">Krantz et al., 2019</xref>; <xref ref-type="bibr" rid="B43">Mehta-Kolte et al., 2019</xref>; <xref ref-type="bibr" rid="B51">Singh et al., 2022</xref>), therefore making this strain a model organism for studying corrosion of metals by SRB.</p>
<p>The anoxic bacterial growth medium (LS4D) was prepared with 10.39 g/L PIPES buffer disodium salt (Sigma-Aldrich &#x23;P3768), 1.63 g/L MgCl<sub>2</sub>&#xb7;6H<sub>2</sub>O (Research Products International M24000, 1.07 g/L NH<sub>4</sub>Cl, 0.09 g/L (Sigma-Aldrich &#x23;A9434). CaCl<sub>2</sub>&#xb7;2H<sub>2</sub>O, 0.64 mg/L (Research Products International C36200) as previously described (<xref ref-type="bibr" rid="B44">Mukhopadhyay et al., 2006</xref>). The LS4D growth medium was designed to minimize precipitate formation, maximize growth, and allow for optical density OD600 measurements of growth under sulfate-reducing environments and has been used under numerous growth conditions (<xref ref-type="bibr" rid="B36">Klonowska et al., 2008</xref>; <xref ref-type="bibr" rid="B8">Borglin et al., 2009</xref>; <xref ref-type="bibr" rid="B32">Holman et al., 2009</xref>; <xref ref-type="bibr" rid="B62">Zhou et al., 2015</xref>). The pH of the medium was adjusted to 7.2 using a 2 M solution of HCl and 14 mL was anaerobically dispensed into each 25 mL Balch tube. The tubes were flushed with N<sub>2</sub>/CO<sub>2</sub> (80%/20%), sealed with a butyl-rubber stopper, crimped with an aluminum cap, and autoclaved. A total volume of 0.24 mL sterilized pre-mix solution containing 0.01 mL of Thauers vitamins, 0.19 mL of trace minerals, and 0.03 mL of 1M potassium phosphate solution was added to each tube after sterilization. The experiments were conducted under an electron donor and acceptor balanced condition that uses 60 mM lactate:30 mM sulfate as previously described (<xref ref-type="bibr" rid="B24">Franco et al., 2018</xref>; <xref ref-type="bibr" rid="B38">Krantz et al., 2019</xref>). Resazurin (0.1% v/v) was also added to the medium solution to serve as a general indicator of the oxidative-reduction potential (ORP) (<xref ref-type="bibr" rid="B17">Clark et al., 2006</xref>; <xref ref-type="bibr" rid="B38">Krantz et al., 2019</xref>).</p>
<p>For both abiotic and biotic exposures, three coupons for each surface finish were anaerobically placed in sterile growth medium in Balch tubes using a biosafety cabinet with sparging of sterile N<sub>2</sub> gas. The tubes were then sealed with a sterile rubber stopper and crimped with an aluminum seal cap. Blank coupon tubes were co-incubated to verify sterility during coupon processing. For biotic copper coupon exposures, <italic>O. alaskensis</italic> G20 was cultivated in previously prepared anaerobic tubes with LS4D medium for 3 days at 30&#xb0;C and 0.1&#x2013;0.2 mL of the culture was inoculated into each prepared tube containing the medium with one copper coupon. The optical density (600 nm) was measured using a Thermo Scientific, Genesys 10S UV-VIS Spectrophotometer as previously reported (<xref ref-type="bibr" rid="B10">Caffrey and Voordouw, 2010</xref>; <xref ref-type="bibr" rid="B25">Gao et al., 2016</xref>; <xref ref-type="bibr" rid="B20">Dong et al., 2023</xref>). For abiotic exposures, copper coupons of the as received and of each surface finish were also anaerobically exposed to sterile LS4D media in 25 mL Balch tubes to assess if any corrosion or surface deterioration occurred over the test period.</p>
</sec>
<sec id="s2-3">
<title>2.3 Coupon harvesting</title>
<p>After 7 days of exposure, aluminum seal caps and stoppers were removed from the abiotic and biotic tubes inside a fume hood and the coupons were immediately placed in vacuumed tubes for further analysis after rinsing with sterile, anoxic medium. A ZEISS SUPRA 55VP FE-SEM microscope (Carl Zeiss Microimaging, GmbH, Gottingen) was used for the enumeration of SRB sessile cells. Representative triplicates of FE-SEM images of biotically exposed copper coupons were selected for each surface finish. Three 10 &#xd7; 10 &#xb5;m areas were randomly chosen per each image for the quantitative evaluation of sessile SRB cell by direct surface counts. The recorded values were then extrapolated to obtain the cell density for 100 mm<sup>2</sup> corresponding to the coupons&#x2019; total surface area. The abiotic control coupons (prepared the same way but not inoculated with <italic>O. alaskensis</italic> G20) did not demonstrate any microbial presence therefore no interfering species were introduced during the preparation and exposure processes. Removal of <italic>O. alaskensis</italic> G20 surface-associated cells and of any corrosion product resulting from the biotic exposures was performed by ultrasonic cleaning with hydrochloric acid (HCl) (Fisher Chemical Lot&#x23;179019) for 1 min as (<xref ref-type="bibr" rid="B4">ASTM G1-03, 2017</xref>)e1, Standard Practice for Preparing, Cleaning, and Evaluating Corrosion Test Specimens, 2017). FE-SEM analyses and weight loss measurements were performed to confirm that this procedure did not introduce any weight change or additional surface damage.</p>
</sec>
<sec id="s2-4">
<title>2.4 Surface analysis, determination of pit depth and mineral layer composition</title>
<p>Prior to abiotic and biotic exposures the as received and all prepared copper coupons were analyzed using a Filmetrics Profilm 3D Optical Profilometer to evaluate the surface topography and the distribution of asperities, defined by the peaks&#x2019; height and valleys&#x2019; depth. Three area roughness parameters were measured, namely, the arithmetical mean height (Sa), the root mean square height (Sq) and the maximum valley depth (Sv). Samples did not need any further preparation and white light beam setting was used for all profilometer analysis. The HCl cleaning process described previously was performed prior to FE-SEM imaging following biotic exposure while no additional steps were taken for abiotically exposed samples.</p>
<p>To assess the distribution, thickness, and morphology of the formed mineral layers, analysis of metallographically prepared cross sections was also performed for all exposed samples. Polishing was conducted up to 1 micron diamond suspension using Allied High Tech MULTIPREP Polishing system. EDX (Princeton Gamma-Tech, Inc, Rocky Hill, NJ) was used to evaluate the pit depth using the X-ray attenuation methodology (<xref ref-type="bibr" rid="B5">Avci et al., 2015</xref>). To characterize the developed mineral layer, grazing incidence X-Ray diffraction GI-XRD analysis at a grazing incidence angle of 0.8&#xb0; was performed using Bruker Nano Analytics D8 Advance XRD on all coupons after the biotic exposure experiments and prior to HCl cleaning. Statistical analysis of corrosion rates and pit depth from the biotic exposure experiments was carried out using MiniTab 21.4 (MiniTab, LLC). Statistical significance was determined via Tukey simultaneous tests for differences of means to determine the effects of each surface finish.</p>
</sec>
<sec id="s2-5">
<title>2.5 Corrosion rates</title>
<p>The corrosion rates for all surface finishes were calculated from the weight loss measurement, as per ASTM Standard G1-03, using <xref ref-type="disp-formula" rid="e3">Equation 3</xref> (<xref ref-type="bibr" rid="B4">ASTM G1-03, 2017</xref>)e1, Standard Practice for Preparing, Cleaning, and Evaluating Corrosion Test Specimens, 2017). Weight loss measurements were performed by weighing the coupons before biotic exposure and after HCl cleaning as described in <xref ref-type="sec" rid="s2-3">Section 2.3</xref>.<disp-formula id="e3">
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<label>(3)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-6">
<title>2.6 Relative pitting severity (RPS)</title>
<p>RPS was used to comprehensively quantify corrosion accounting for any weight loss due to uniform corrosion. Despite being recognized as the &#x201c;MIC signature&#x201d;, if only pitting corrosion was considered, the overall corrosion severity would be underestimated. Pit depth would in fact be measured from the corroded surface instead of the uncorroded one. Hence, both pit depth and weight loss should be used to properly describe corrosion severity. RPS defined as the ratio of pit growth rate to uniform corrosion rate based on specific weight loss was calculated from <xref ref-type="disp-formula" rid="e4">Equation 4</xref> (<xref ref-type="bibr" rid="B21">Dou et al., 2018</xref>)<disp-formula id="e4">
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<label>(4)</label>
</disp-formula>
</p>
<p>The calculated RPS values were then used to reflect the relative importance of pitting corrosion to uniform corrosion as follows:<list list-type="simple">
<list-item>
<p>- RPS &#x226b; 1<italic>,</italic> pitting corrosion is much more severe than uniform corrosion</p>
</list-item>
<list-item>
<p>- RPS &#x2248; 1<italic>,</italic> pitting corrosion and uniform corrosion are equally important</p>
</list-item>
<list-item>
<p>- RPS &#x226a; 1<italic>,</italic> uniform corrosion is much more severe than pitting corrosion</p>
</list-item>
</list>
</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Optical profilometry</title>
<p>The 3D topography and corresponding distribution of asperities for all prepared surfaces before biotic exposures, is shown in <xref ref-type="fig" rid="F1">Figures 1A&#x2013;E</xref> while the Sa, Sq and Sv values are summarized in Table 1The same decreasing trend was observed for all the measured roughness parameters. The as-received samples were characterized by random distribution of surface features most likely related to the manufacturing process of the copper bars (<xref ref-type="fig" rid="F1">Figure 1A</xref>). A homogeneous distribution of unidirectional grinding marks with asperities decreasing in size with increasing US grit values (<xref ref-type="fig" rid="F1">Figure 1B&#x2032;</xref>-<xref ref-type="fig" rid="F1">1D&#x2032;</xref>) was observed for the 400, 600 and 800 US grit (<xref ref-type="fig" rid="F1">Figures 1B&#x2013;D</xref>) and was supported by the measured values of Sv and Sq (<xref ref-type="table" rid="T1">Table 1</xref>). The 3 &#x3bc;m diamond suspension polished samples had a uniform distribution of asperities in the range 0.03&#x2013;0.07 &#x3bc;m (<xref ref-type="fig" rid="F1">Figure 1E&#x2032;</xref>). For surfaces finished with the 800 US grit and 3 &#x3bc;m diamond suspensions the roughness values were below the average cell size of <italic>O. alaskensis</italic> G20.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>3D optical profilometer topography of copper coupons prepared with different surface finish and corresponding distribution of asperities <bold>(A, A&#x2032;)</bold> as received, <bold>(B, B&#x2032;)</bold> 400 US grit, <bold>(C, C&#x2032;)</bold> 600 US grit <bold>(D, D&#x2032;)</bold> 800 US grit, <bold>(E, E&#x2032;)</bold> 3 &#x3bc;m diamond suspension polishing.</p>
</caption>
<graphic xlink:href="fmats-11-1496162-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Copper coupons surface roughness parameters: arithmetical mean height (Sa), root mean square height (Sq) and maximum valley depth (Sv) measured for different surface finishes before biotic exposure to <italic>Oleidesulfovibrio alaskensis G20</italic> for 1 week.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Surface finish</th>
<th align="center">Sa</th>
<th align="center">Sq</th>
<th align="center">Sv</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">As Received</td>
<td align="center">2.71 &#xb1; 0.47</td>
<td align="center">3.34 &#xb1; 0.45</td>
<td align="center">12.94 &#xb1; 0.48</td>
</tr>
<tr>
<td align="left">400 US</td>
<td align="center">0.39 &#xb1; 0.12</td>
<td align="center">0.49 &#xb1; 0.14</td>
<td align="center">2.95 &#xb1; 0.6</td>
</tr>
<tr>
<td align="left">600 US</td>
<td align="center">0.19 &#xb1; 0.02</td>
<td align="center">0.25 &#xb1; 0.02</td>
<td align="center">1.23 &#xb1; 0.17</td>
</tr>
<tr>
<td align="left">800 US</td>
<td align="center">0.02 &#xb1; 0</td>
<td align="center">0.03 &#xb1; 0</td>
<td align="center">0.1 &#xb1; 0.02</td>
</tr>
<tr>
<td align="left">3-micron</td>
<td align="center">0.006 &#xb1; 0</td>
<td align="center">0.008 &#xb1; 0</td>
<td align="center">0.06 &#xb1; 0.02</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>3.2 Microbial growth</title>
<p>The <italic>O</italic>. <italic>alaskensis</italic> G20 planktonic growth in the presence of the copper coupons with different surface finishes over the exposure period is presented in <xref ref-type="fig" rid="F2">Figure 2</xref>. The lack of significant difference in the planktonic growth of <italic>O. alaskensis</italic> G20 between cultures cultivated with and without copper coupons and the abundant presence of sessile cells (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;E</xref>) indicated that, irrespective of surface finish, the levels of Cu(I) ions released by copper coupons were not toxic to either planktonic or sessile <italic>O. alaskensis</italic> G20 cells.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>1-week growth curve of <italic>Oleidesulfovibrio alaskensis</italic> G20 on as received, 400 US grit, 600 US grit, 800 US grit, 3 &#x3bc;m diamond suspension polishing and in copper free sterile medium.</p>
</caption>
<graphic xlink:href="fmats-11-1496162-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>FE-SEM images of biodeposit growth on copper coupons prepared with different surface finish after 1 week of batch exposure to <italic>Oleidesulfovibrio alaskensis</italic> G20 <bold>(A)</bold> As received, <bold>(B)</bold> 400 US grit, <bold>(C)</bold> 600 US grit, <bold>(D)</bold> 800 US grit, and <bold>(E)</bold> 3 &#x3bc;m diamond suspension polishing.</p>
</caption>
<graphic xlink:href="fmats-11-1496162-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 FE-SEM and GI-XRD analyses</title>
<p>FE-SEM imaging of copper coupons after 1-week of abiotic exposure to sterile medium, revealed unaltered surfaces (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>) with topographies like those observed using 3D optical profilometry prior to biotic exposures (<xref ref-type="fig" rid="F1">Figures 1A&#x2013;E</xref>). Surfaces of the exposed as-received copper coupons demonstrated the presence of dense crystalline deposits and numerous associated SRB cells (<xref ref-type="fig" rid="F3">Figure 3A</xref>). The 400 US grit finished coupons were characterized by a random distribution of individual crystals varying in size (<xref ref-type="fig" rid="F3">Figure 3B</xref>). For the 600 US grit, 800 US grit and 3 &#x3bc;m diamond suspension finished surfaces, the morphology of individual crystals regions was similar to that seen on the 400 US grit finish along with dense mineral regions with a morphology comparable to the as-received samples (<xref ref-type="fig" rid="F3">Figures 3C&#x2013;E</xref>). Smaller size crystals were detected in both regions for the 3 &#x3bc;m diamond suspension surface finish, when compared to crystal sizes measured on surfaces with higher roughness values (<xref ref-type="fig" rid="F3">Figure 3E</xref>). Spectra obtained with GI-XRD demonstrated the prevalence of copper (I) sulfide (Cu<sub>2</sub>S, chalcocite) minerals in all biodeposits, irrespective of the surface finish (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>GI-XRD spectra comparison from bottom to top respectively for as received, 400 US grit, 600 US grit, 800 US grit and 3 &#x03BC;m diamond suspension polished coupon surface after 1-week of batch exposure to <italic>Oleidesulfovibrio alaskensis</italic> G20.</p>
</caption>
<graphic xlink:href="fmats-11-1496162-g004.tif"/>
</fig>
<p>Irrespective of the surface finish, FE-SEM cross-sectional imaging of biodeposits demonstrated a continuous mineral layer spreading over the copper surface, decorated with scattered individual copper (I) sulfide crystals with a size varying from 3 &#x3bc;m to 7 &#x3bc;m. (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). The thickness of the layer decreased with the surface roughness, measuring approximately 3 &#x3bc;m, 2 &#x3bc;m, 1.6 &#x3bc;m, 1.2 &#x3bc;m, 0.5 &#x3bc;m on the as received, 400, 600, 800 US grit SiC paper and 3 &#x3bc;m diamond suspension polished surfaces, respectively.</p>
<p>Using the FE-SEM enumeration procedure, sessile SRB cell counts (cells/cm<sup>2</sup>) of 2.96 &#xb1; 0.31 &#xd7; 10<sup>7</sup>, 2.40 &#xb1; 0.27 &#xd7; 10<sup>7</sup>, 2.57 &#xb1; 0.42 &#xd7; 10<sup>7</sup>, 3.07 &#xb1; 0.42 &#xd7; 10<sup>7</sup>, 2.53 &#xb1; 0.21 &#xd7; 10<sup>7</sup> for the as received, 400 US grit, 600 US grit, 800 US grit finished coupons and 3 &#x3bc;m diamond suspension polished coupons respectively was recorded (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). Based on the Tukey simultaneous test for differences of means (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>) among the sessile cell counts, it was determined that the surface roughness did not have a statistically significant effect.</p>
<p>FE-SEM imaging of copper surfaces following the removal of biodeposits revealed uniform corrosion along with pitting attack (<xref ref-type="fig" rid="F5">Figure 5</xref>). The size and distribution of pits varied with the surface finish. Nesting pits were observed for the as received and the 400 US grit finished samples with external pit diameter ranging from 3 &#x3bc;m to 6 &#x3bc;m while the internal pit diameter value was estimated to be between 1 &#x3bc;m and 3 &#x3bc;m (<xref ref-type="fig" rid="F5">Figures 5A, B</xref>). For the 600 US grit and the 800 US grit finished samples, single pits with a diameter between 1 &#x3bc;m and 2 &#x3bc;m size were observed over the entire surface (<xref ref-type="fig" rid="F5">Figures 5C, D</xref>). No specific trend was noted in the pit distribution. Intergranular corrosion was observed for the 3 &#x3bc;m diamond suspension polished surfaces; a scarce localized attack was found with pits of a diameter &#x3c;1 &#x3bc;m being randomly distributed on the grains (<xref ref-type="fig" rid="F5">Figure 5E</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>FE-SEM images of <bold>(A)</bold> as received, <bold>(B)</bold> 400 US grit, <bold>(C)</bold> 600 US grit, <bold>(D)</bold> 800 US grit, and <bold>(E)</bold> 3 &#x3bc;m diamond suspension finished coupons after removal of the biodeposit developed during 1-week batch exposure to <italic>Oleidesulfovibrio alaskensis</italic> G20.</p>
</caption>
<graphic xlink:href="fmats-11-1496162-g005.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Corrosion rates</title>
<p>
<xref ref-type="table" rid="T2">Table 2</xref> summarizes the corrosion rates calculated for the 400 US grit, 600 US grit, 800 US grit finished coupons and 3 &#x3bc;m diamond suspension polished coupons. The number of samples tested per each surface finish is N, the &#x201c;mean&#x201d; is the average value of measured corrosion rate, &#x201c;StDev&#x201d; is the standard deviation and &#x201c;95% CI&#x201d; is the 95% confidence interval recorded for the as-received coupons and for each surface finish. The results indicated that a decrease in the roughness caused a decline in the overall copper corrosion rates. A reduction of 48%, 52%, 62% and 75% in corrosion rate for the 400 US grit, 600 US grit, 800 US grit finished coupons and 3 &#x3bc;m diamond suspension polished coupons respectively were recorded, when compared to as-received coupons. However, the Tukey simultaneous test for differences of means (<xref ref-type="sec" rid="s11">Supplementary Table S3</xref>) using the corrosion rates values determined that the surface roughness Sa, did not have a statistically significant effect until it decreased from 2.71 &#x3bc;m (as-received samples) to 0.006 &#x3bc;m (3 &#x3bc;m diamond suspension polished samples) which corresponds to a highly finished surface (<italic>e.g</italic>., superfinishing).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Copper coupon corrosion rates calculated for different surface finishes after biotic exposure to <italic>Oleidesulfovibrio alaskensis G20</italic> for 1 week.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Surface finish</th>
<th align="left">Average weight loss (mg)</th>
<th align="left">Average corrosion rate (mm/year)</th>
<th align="center">StDev</th>
<th align="left">95% CI</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">As Received</td>
<td align="center">7.10</td>
<td align="left">0.41</td>
<td align="center">0.06</td>
<td align="left">(0.2659, 0.5488)</td>
</tr>
<tr>
<td align="left">400 US grit</td>
<td align="center">3.70</td>
<td align="left">0.21</td>
<td align="center">0.09</td>
<td align="left">(0.0719, 0.3549)</td>
</tr>
<tr>
<td align="left">600 US grit</td>
<td align="center">3.30</td>
<td align="left">0.19</td>
<td align="center">0.19</td>
<td align="left">(0.052, 0.335)</td>
</tr>
<tr>
<td align="left">800 US grit</td>
<td align="center">2.70</td>
<td align="left">0.16</td>
<td align="center">0.03</td>
<td align="left">(0.0137, 0.2967)</td>
</tr>
<tr>
<td align="left">3-micron diamond suspension</td>
<td align="center">1.80</td>
<td align="left">0.10</td>
<td align="center">0.11</td>
<td align="left">(-0.0387, 0.2443)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Pooled StDev &#x3d; 0.109978.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>No weight loss was observed for abiotic 7-day exposure in sterile medium subsequently the corrosion rates could not be calculated.</p>
</sec>
<sec id="s3-5">
<title>3.5 Pit depth evaluation</title>
<p>The pit depth evaluation was carried out using the X-ray attenuation methodology in EDX spectra as previously described (<xref ref-type="bibr" rid="B5">Avci et al., 2015</xref>). Ten pits were randomly selected and characterized for each surface finish. A minimum of three measurements were conducted on the same pit to minimize uncertainties introduced by the X-ray production statistics. A reduction in the pit depth of 53%, 75%, 58% and 68% was recorded for the 400 US grit, 600 US grit, 800 US grit finished coupons and 3 &#x3bc;m diamond suspension polished samples respectively, when compared to as-received coupons (<xref ref-type="table" rid="T3">Table 3</xref>). The Tukey simultaneous test for differences of means performed on the measured pit depths, revealed that the pit depth decrease for each surface finish was statistically significant when compared to the as-received coupons. However, no specific pit depth trend was found among the surface finishes (<xref ref-type="sec" rid="s11">Supplementary Table S4</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Pit depth measurements performed on copper coupons with different surface finishes after biotic exposure to <italic>Oleidesulfovibrio alaskensis</italic> G20 for 1 week.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Surface finish</th>
<th align="left">N</th>
<th align="left">Mean (&#x3bc;m)</th>
<th align="left">StDev</th>
<th align="left">95% CI</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">As Received</td>
<td align="left">10</td>
<td align="left">4.303</td>
<td align="left">1.924</td>
<td align="left">(3.597, 5.010)</td>
</tr>
<tr>
<td align="left">400 US</td>
<td align="left">10</td>
<td align="left">2.028</td>
<td align="left">0.478</td>
<td align="left">(1.284, 2.773)</td>
</tr>
<tr>
<td align="left">600 US</td>
<td align="left">10</td>
<td align="left">1.066</td>
<td align="left">0.736</td>
<td align="left">(0.277, 1.856)</td>
</tr>
<tr>
<td align="left">800 US</td>
<td align="left">10</td>
<td align="left">1.785</td>
<td align="left">0.785</td>
<td align="left">(1.078, 2.491)</td>
</tr>
<tr>
<td align="left">3micron diamond suspension</td>
<td align="left">10</td>
<td align="left">1.376</td>
<td align="left">0.880</td>
<td align="left">(0.670, 2.082)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Pooled StDev &#x3d; 1.10672.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-6">
<title>3.6 Relative pitting severity (RPS)</title>
<p>
<xref ref-type="table" rid="T4">Table 4</xref> shows the RPS values calculated for the 400 US grit, 600 US grit, 800 US grit finished coupons and 3 &#x3bc;m diamond suspension polished coupons. It was observed that, regardless of the surface finish all values were lower than 1, supporting the relative severity of uniform corrosion.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>RPS values calculated for copper coupons with different surface finishes after biotic exposure to <italic>Oleidesulfovibrio alaskensis</italic> G20 for 1 week.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Surface finish</th>
<th align="left">RPS</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">As Received</td>
<td align="left">0.55</td>
</tr>
<tr>
<td align="left">400 US</td>
<td align="left">0.49</td>
</tr>
<tr>
<td align="left">600 US</td>
<td align="left">0.29</td>
</tr>
<tr>
<td align="left">800 US</td>
<td align="left">0.59</td>
</tr>
<tr>
<td align="left">3 micron diamond suspension</td>
<td align="left">0.69</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>The surface finish did not seem to affect the density of either planktonic or sessile SRB populations (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3A&#x2013;E</xref>; <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>) but instead influenced the distribution and thickness of the biodeposits (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>), as well as the corrosion rate and morphology (<xref ref-type="fig" rid="F5">Figures 5A&#x2013;E</xref>). In the absence of oxygen, Cu(I) is the only available ionic form of copper that is released to SRB culture media. The rate of copper corrosion would determine the concentration of free Cu(I) ions which is likely to vary between the bulk liquid and the near copper surface region. The effect of Cu(I) ions levels on its proliferation and metabolic activity responsible for sulfate reduction, and thus copper corrosion, is currently under investigation.</p>
<p>The distribution of asperities defined the interfacial area between the coupon and the surrounding environment. As demonstrated in the previous abiotic corrosion studies, the depth of the valleys enhanced local dissolution of material by creating micro-reaction sites and by trapping corrosion products (<xref ref-type="bibr" rid="B9">Burstein and Pistorius, 1995</xref>; <xref ref-type="bibr" rid="B63">Zuo et al., 2002</xref>). Results from this investigation demonstrated the relevance of such phenomenon in the case of copper MIC also, as the highest corrosion rate (<xref ref-type="table" rid="T2">Table 2</xref>), the thickest mineral layer (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>) and largest pits with nesting morphology (<xref ref-type="fig" rid="F5">Figure 5A</xref>) were in fact observed for the as-received samples characterized by the highest surface roughness parameters (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<p>For the 400, 600 and 800 US grit polished coupons the gradual decrease in the roughness parameters (<xref ref-type="table" rid="T1">Table 1</xref>) resulted in a progressively smaller interfacial area available for corrosion when compared to the as-received samples. Consequently, the corrosion rate (<xref ref-type="table" rid="T2">Table 2</xref>) and the mineral layer thickness were reduced. While nesting pit morphology persisted for the 400 US grit samples (<xref ref-type="fig" rid="F5">Figure 5B</xref>), for the 600 and 800 US grit coupons, the pitting attack consisted of single small diameter pits distributed over the surface (<xref ref-type="fig" rid="F5">Figures 5C,D</xref>).</p>
<p>A 75% reduction of the corrosion rate was observed for 3 &#x3bc;m diamond suspension polished coupons when compared to the as-received ones (<xref ref-type="table" rid="T2">Table 2</xref>) along with the development of the thinnest mineral layer (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). This significant decrease in corrosion rate confirmed that the negligible presence of preferential micro-reaction sites due to the flat morphology of the coupons was crucial in regulating the copper corrosion process. At the same time, the fine polishing process exposed the grain boundaries within the copper microstructure, which were otherwise &#x201c;masked&#x201d; by the higher roughness of all other samples. These regions, characterized by higher atomic disorder likely, caused an increase in the local chemical reactivity. Consequently, the overall pitting attack was scarce but intergranular corrosion was observed (<xref ref-type="fig" rid="F5">Figure 5E</xref>).</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>Results of this work demonstrated that the presence of microorganisms and their metabolic activities promoted and accelerated corrosion process, since no indication of such damage through weight loss and microscopic evaluations was found after 7-day exposure in sterile (abiotic) media for any surface finishing. However, no statistically significant difference existed in the sessile cell counts regardless of the surface finishing. A direct relationship between the surface roughness and microbial activity was not identified. A 75% reduction in the corrosion rate was recorded when the surface roughness decreased from &#x223c;2.71 &#x3bc;m to &#x223c;0.006 &#x3bc;m confirming that altering surface roughness could be considered as one of the strategies aiming to mitigate MIC of copper when sulfidogenic conditions are likely to develop. However, further work is needed to potentially optimize the effectiveness of surface finishing, and to evaluate any protective capability of biodeposits for longer-term exposures.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>AA: Data curation, Formal Analysis, Investigation, Methodology, Writing&#x2013;original draft, Writing&#x2013;review and editing. YK: Data curation, Formal Analysis, Investigation, Methodology, Writing&#x2013;original draft. BP: Conceptualization, Methodology, Supervision, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing. MF: Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing. RA: Conceptualization, Methodology, Supervision, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was financially supported by the United States National Science Foundation (NSF &#x23; 1920954), and it was performed in part at the Montana Nanotechnology Facility, an NNCI member supported by NSF Grant ECCS-2025391.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmats.2024.1496162/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmats.2024.1496162/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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