<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">AJAC</journal-id><journal-title-group><journal-title>American Journal of Analytical Chemistry</journal-title></journal-title-group><issn pub-type="epub">2156-8251</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajac.2019.109031</article-id><article-id pub-id-type="publisher-id">AJAC-95207</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject></subj-group></article-categories><title-group><article-title>
 
 
  Metal Ions Impact on &lt;i&gt;Shewanella Oneidensis&lt;/i&gt; MR-1 Adhesion to ITO Electrode and the Enhancement of Current Output
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Aisha</surname><given-names>Alshahrani</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Alanah</surname><given-names>Fitch</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>John</surname><given-names>Al-Bazi</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Department of Chemistry and Biochemistry, Loyola University Chicago, Chicago, IL, USA</addr-line></aff><aff id="aff1"><addr-line>Department of Chemistry, Al Baha University, Al Baha, KSA</addr-line></aff><aff id="aff3"><addr-line>Department of Chemistry, Northeastern Illinois University, Chicago, IL, USA</addr-line></aff><pub-date pub-type="epub"><day>04</day><month>09</month><year>2019</year></pub-date><volume>10</volume><issue>09</issue><fpage>428</fpage><lpage>443</lpage><history><date date-type="received"><day>29,</day>	<month>August</month>	<year>2019</year></date><date date-type="rev-recd"><day>20,</day>	<month>September</month>	<year>2019</year>	</date><date date-type="accepted"><day>23,</day>	<month>September</month>	<year>2019</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The goal of this study is to enhance the efficiency of bacterial extracellular electron transfer (EET) in 
  Shewanella oneidensis MR-1 by enhancing adhesion to the electrode surface. Our results clearly show a major difference in attachment and behavior of 
  S. oneidensis MR-1 for Ca
  <sup>2+</sup>, Pb
  <sup>2+</sup>, Cd
  <sup>2+</sup>, and Mg
  <sup>2+</sup> compared to the control. The final microbial coverage, as measured by confocal microscopy and cathodic peak charge in cyclic voltammetry (Q
  <sub>pc</sub>), increases with increasing metal ion concentrations. We found the cells attached to the electrode increased more with the addition of metal ion concentrations in the following order of metals: Ca
  <sup>2+</sup> &gt; Pb
  <sup>2+</sup> &gt; Cd
  <sup>2+</sup> &gt; Mg
  <sup>2+</sup> compared to the control. The effect of metal ions on metabolism of the bacteria was tested by the riboflavin production and glucose consumption. Metabolic activity mirrored the same order of the activity as the electrochemical results.
 
</p></abstract><kwd-group><kwd>&lt;i&gt;Shewanella oneidensis&lt;/i&gt; MR-1</kwd><kwd> Metal Ions</kwd><kwd> Extracellular Electron Transfer</kwd><kwd> Glucose</kwd><kwd> Riboflavin</kwd><kwd> Adhesion</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>An interesting field of science and technology is microbial fuel cells (MFC). MFC use bacteria as the catalysts to convert the chemical energy of fuel (such as organic compounds) to electrical energy [<xref ref-type="bibr" rid="scirp.95207-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref2">2</xref>] . MFCs have limitations of power output. This affects the various uses of MFC (electricity generation, wastewater treatment, biosensor, and hydrogen production) [<xref ref-type="bibr" rid="scirp.95207-ref3">3</xref>] . Efficiencies of MFCs are affected by cell configuration, electrode materials, electrolyte compositions, microorganisms, nutritional substrates [<xref ref-type="bibr" rid="scirp.95207-ref4">4</xref>] , and the presence or absence of oxygen [<xref ref-type="bibr" rid="scirp.95207-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref6">6</xref>] .</p><p>Different mechanisms for electron transfer from the microbe to the electrode surface have been proposed. Direct electron transfer can be via either direct contact between outer membrane cytochromes (MtrC and OmcA) with electrodes or through extracellular conductive connections called bacterial nanowires [<xref ref-type="bibr" rid="scirp.95207-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref8">8</xref>] . Mediated electron transfer via soluble redox mediators (such as flavin and riboflavin) also carries charge to the electrode [<xref ref-type="bibr" rid="scirp.95207-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref10">10</xref>] .</p><p>The effect of added ions to the solution is still not fully understood. Metal ions such as Cu<sup>2+</sup>, Cd<sup>2+</sup>, and Fe<sup>3+</sup> have been studied to affect in enhancing MFC activity [<xref ref-type="bibr" rid="scirp.95207-ref11">11</xref>] . Wu et al. [<xref ref-type="bibr" rid="scirp.95207-ref12">12</xref>] showed that 10 mM Fe<sup>3+</sup> addition to solution in S. oneidensis MR-1 increased the power output of MFCs by 1.1 times than control. Kim et al. [<xref ref-type="bibr" rid="scirp.95207-ref13">13</xref>] found that the addition of 100 mM Fe<sup>3+</sup> in solution increased the power output of MFCs 80%. Fitzgerald et al. [<xref ref-type="bibr" rid="scirp.95207-ref14">14</xref>] reported that the addition of Ca<sup>2+</sup> at the concentration of 1.4 mM increased the current density by more than 80% in S. oneidensis MR-1. Heavy metals, too, can increase power output. As an example, Xu et al. [<xref ref-type="bibr" rid="scirp.95207-ref11">11</xref>] found that the addition of 5-6 nM Cu<sup>2+</sup> and Cd<sup>2+</sup> increased the power output of MFCs by 1.3 - 1.6 times.</p><p>One possibility is that metal ions affect solution properties. It is known that metal ions increase the conductivity of electrolytes, decrease internal resistance, and can increase the power output of MFCs [<xref ref-type="bibr" rid="scirp.95207-ref15">15</xref>] . Electrolyte salt concentration correlated with ionic strength has been shown to affect power output [<xref ref-type="bibr" rid="scirp.95207-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref17">17</xref>] .</p><p>In our research, we utilize S. oneidensis MR-1. S. oneidensis MR-1 is a gram-negative cell that contains three layers: the cytoplasmic membrane (CM) or inner membrane, the peptidoglycan layer which is external to the cytoplasmic membrane, and the outer membrane (OM) which is lipopolysaccharide-rich. The outer membrane (OM) consists of the bilayer that composed lipid, protein, and lipopolysaccharide [<xref ref-type="bibr" rid="scirp.95207-ref18">18</xref>] . The extracellular polysaccharides (EPS) play a major role in mediating the bacterial colonization of surfaces and cell adhesion [<xref ref-type="bibr" rid="scirp.95207-ref19">19</xref>] . Metal ions bind to EPS and can affect the EPS structure, which affects adhesion. Ca<sup>2+</sup> is important as an ionic cross-bridging molecule for negatively-charged polysaccharides [<xref ref-type="bibr" rid="scirp.95207-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref21">21</xref>] . It has been suggested that negatively charged groups in the O-antigen are able to mediate Ca<sup>2+</sup> dependent cell adhesion as well [<xref ref-type="bibr" rid="scirp.95207-ref22">22</xref>] . Ca<sup>2+</sup> and Mg<sup>2+</sup> can affect bacterial adhesion and biofilm formation by impacting electrostatic interactions and physiology-dependent attachment processes [<xref ref-type="bibr" rid="scirp.95207-ref23">23</xref>] .</p><p>The presence of metal ions in solution passively increases bacterial attachment to soil surfaces [<xref ref-type="bibr" rid="scirp.95207-ref24">24</xref>] . There it was suggested that salt non-specifically compresses of the double layer between negatively charged solid surfaces and negatively charged bacterial surfaces. The literature shows that salt affects bacterial adhesion to Teflon, glass, metal surface wettability, and metal oxide surface by increasing the ionic strength [<xref ref-type="bibr" rid="scirp.95207-ref25">25</xref>] . As an ion compresses the double layer, it might affect the microbes approach an electrode and attach to the surface [<xref ref-type="bibr" rid="scirp.95207-ref26">26</xref>] .</p><p>The enhancement of microbially driven electrochemistry enhancement by metal ions may be offset by toxic biological effects tend to bind to a sulfhydryl group inside the cell [<xref ref-type="bibr" rid="scirp.95207-ref27">27</xref>] . In plants, they can affect photosynthesis, gaseous exchange, and nutrient absorption of plants [<xref ref-type="bibr" rid="scirp.95207-ref28">28</xref>] .</p><p>The goal of this study is to study whether metal ions enhance the eﬃciency of bacterial extracellular electron transfer (EET) in S. oneidensis MR-1 by enhancing adhesion to the electrode for improving the current output of microbial fuel cells. We use Indium Tin Oxide (ITO) electrode surface to study microbial adhesion because it is a metal oxide [<xref ref-type="bibr" rid="scirp.95207-ref29">29</xref>] . Bacteria are known to attach on natural metal oxides [<xref ref-type="bibr" rid="scirp.95207-ref30">30</xref>] . Adhesion of bacteria and that subsequent effect on electrochemical behavior is studied by variation of metal ions such as Ca<sup>2+</sup>, Pb<sup>2+</sup>, Cd<sup>2+</sup>, and Mg<sup>2+</sup> and their concentrations.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Bacteria and Culture Condition</title><p>Pellets of S. oneidensis MR-1bacteria were obtained from frozen −80˚C stock [<xref ref-type="bibr" rid="scirp.95207-ref29">29</xref>] . Triplicate samples were obtained from pellets harvested from frozen stock solutions with different concentrations of MgCl<sub>2</sub>, CdCl<sub>2</sub>, PbCl<sub>2</sub>, and CaCl<sub>2</sub> (50, 100, 200, 400, 600, and 800 &#181;M). Triplicates were maintained in an ice bath prior to subsequent electrochemical.</p></sec><sec id="s2_2"><title>2.2. Electrochemical Cell Setup and Measurements</title><p>The electrochemical cell uses a 4.5 &#215; 1 cm<sup>2</sup> electrochemical area indium tin oxide glass slide (ITO) as the working electrode. The reference electrode (RE) was an Ag/AgCl. The platinum wire counter electrode (CE) runs parallel to the ITO surface. This electrochemical cell holds 11 mL of the solution. The ITO glass slide was cleaned with isopropyl alcohol before use [<xref ref-type="bibr" rid="scirp.95207-ref31">31</xref>] . The slide was installed into the electrochemical cell and the microbial sample was pumped in by the Tygon tubes. The pump was stopped after the cell was filled with the microbial sample. The incoming and outgoing Tygon tubes were clamped shut. +0.2 V vs Ag/AgCl was applied during a two-hour growth and attachment period with continuous current sampling at one-minute intervals [<xref ref-type="bibr" rid="scirp.95207-ref29">29</xref>] . After the two-hour period, six sequential cyclic voltammograms (CV) were obtained. The CV consisted of an initial negative-going potential scan at a rate of 5 mV/s applied between initial potential E<sub>i</sub> +0.2 and switching potential E<sub>sw</sub> −0.5 V vs Ag/AgCl.</p></sec><sec id="s2_3"><title>2.3. HPLC analysis of riboflavin and glucose</title><p>The culture suspensions were removed from the electrochemical cell after the 6 CVs of each experiment. The total amount was centrifuged.</p><p>For the analysis of riboflavin changes from the literature [<xref ref-type="bibr" rid="scirp.95207-ref11">11</xref>] were made. 5 &#181;L injected to HPLC. The HPLC was equipped with a UV detector and a C18 analytical column (3 &#181;m, 150 mm &#180; 4.6 mm i.d.). The injection volume consisted of water and 50% acetonitrile with a flow rate of 1.0 mL∙min<sup>−1</sup>. The HPLC profile was monitored at 266 nm.</p><p>Glucose consumption was analyzed by the HPLC/PMP derivatization method of Zhang et al. [<xref ref-type="bibr" rid="scirp.95207-ref32">32</xref>] .</p></sec><sec id="s2_4"><title>2.4. Olympus Microscope Imaging Procedure</title><p>After the experiment, the ITO slide was removed from the electrochemical cell and air dried. Then, it was imaged with a microscope using confocal microscopy.</p></sec><sec id="s2_5"><title>2.5. Scanning Electron Microscopy (SEM) Analysis</title><p>Post experiment, the ITO electrode was removed from the electrochemical cell and fixed with 2.5% glutaraldehyde for two hours. Fixed cells were washed three times with phosphate buffer (pH 7.0, 50 mM), dehydrated by alcoholic series (60%, 70%, 80%, 90%, 95%, and 100%), and then air dried. It was imaged using an SEM (HITACHI, SU3500) [<xref ref-type="bibr" rid="scirp.95207-ref33">33</xref>] .</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><p>Bacteria samples were injected into the electrochemical cell for a two-hour anodic loading period at the potential of +0.2 V vs. Ag/AgCl. The net current density was monitored during the loading process. <xref ref-type="fig" rid="fig1">Figure 1</xref>(a), shows a typical loading current density vs. time with blanks (no bacteria) tryptic soy broth (TSB) only, TSB with metal added, control (TSB with bacteria), and Cd<sup>2+</sup> ion addition. Addition of new food source, as anticipated, allowed proliferation of the bacteria, <xref ref-type="fig" rid="fig1">Figure 1</xref>(b).</p><p><xref ref-type="fig" rid="fig1">Figure 1</xref>(a) shows measurable features related to attachment. A rapid decay of current (<xref ref-type="fig" rid="fig1">Figure 1</xref>(a), feature 1) is associated with surface charging. This occurs within the first five seconds. Feature 2 (lag phase of time (t<sub>lag</sub>) with a nearly constant lag current (i<sub>lag</sub>)) has been observed elsewhere. This start-up phase depends on substrate (i.e. glucose vs acetate), electron acceptor (fumarate, Fe<sup>3+</sup>, O<sub>2</sub>), and ionic strength [<xref ref-type="bibr" rid="scirp.95207-ref34">34</xref>] . For example, to reduce the start-up time Zhang et al. [<xref ref-type="bibr" rid="scirp.95207-ref35">35</xref>] used a glass fiber separator in MFC, as it has a low oxygen transfer coefficient and a low charge transfer resistances. Zou et al. [<xref ref-type="bibr" rid="scirp.95207-ref36">36</xref>] reported a much faster start-up rate for polymerized riboflavin (RF) onto carbon cloth (CC) electrode. Feature 3 is the maximum anodic loading currents density that occurs after the lag period grows. Feature 3 is followed by a decrease in current production. The drop can be altered by the addition of food source, <xref ref-type="fig" rid="fig1">Figure 1</xref>(b).</p><p><xref ref-type="fig" rid="fig2">Figure 2</xref> shows the effect of addition of metal ions Mg<sup>2</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> on start-up time and maximum loading current density compared to the control. It can be observed that both the concentration of metal ion and the species of the metal ion are important factors in altering the electrochemical behavior. An increase in the metal ion concentration decreased the start-up time and increased maximum loading current density. The type of ion also had a significant impact on start-up time and maximum loading current density compared to the control.</p><p>The data show decreased start-up time consistent with literature experiments [<xref ref-type="bibr" rid="scirp.95207-ref34">34</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref35">35</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref36">36</xref>] . Here an increase in the metal ion concentration decreased the start-up time. This may be related to adhesion. Bacterial adhesion to the ITO electrode was observed by the scanning electron microscope (SEM) (<xref ref-type="fig" rid="fig3">Figure 3</xref>). <xref ref-type="fig" rid="fig3">Figure 3</xref>(a) the control (TSB + Bacteria) shows that few bacteria are attached to the electrode surface in the presence of growth media only. In contrast, the addition of Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> ions at 800 μM increased the bacterial attachment to the surface of the electrode Figures 3(b)-(e).</p><p>Confocal microscopy was used to measure percentage surface covered by S. oneidensis MR-1. ITO surface coverage was significantly enhanced by the addition of metal ions Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> compared to the control. The control resulted in a total of 10% surface area coverage. The surface area coverage increased over the control to approximately 51.6% for Mg<sup>2+</sup>, 64.7% for Cd<sup>2+</sup>, 70.2% for Pb<sup>2+</sup>, and 78.5% for Ca<sup>2+</sup> at ion concentration of 800 μM.</p><p>There is a direct relationship between maximum loading current density and bacterial coverage at the electrode surface (<xref ref-type="fig" rid="fig1">Figure 1</xref>(a), Feature 3). <xref ref-type="fig" rid="fig4">Figure 4</xref></p><p>shows the average of triplicate maximum loading current density vs % bacterial coverages. The relationship between maximum loading current density and % bacterial coverages increases linearly (R<sup>2</sup> = 0.99). Once attached, at the same % coverage, the same maximum loading current density is observed between all metal ions. The effect is not metal ion-specific. F test values are larger than 0.05 showing that this relationship. The metal ions, however, also show a specific effect on loading current. The maximum loading currents obtained (for coverages at 800 &#181;M) for Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> were 2.25, 3.13, 3.58, and 4.09 times higher than that of the control. F tests show that these values were significantly different.</p><p>A second set of electrochemical data belongs to cyclic voltammetry obtained after electrode loading at +0.2 V vs Ag/AgCl for two hours. The first of 6 CVs are shown in <xref ref-type="fig" rid="fig5">Figure 5</xref>. The TSB only and metal ion blanks show no discernible peaks, as expected. It is observed that the reduction peak current is increased over the control when Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> are added. The shape of the CV suggests an adsorbed species [<xref ref-type="bibr" rid="scirp.95207-ref29">29</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref37">37</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref38">38</xref>] . The integrated peaks area under the reduction peak gives the amount of material that attached to the electrode surface.</p><p>Q ( C ) = n F N (1)</p><p>where (n) is the number of electrons transferred per molecule, (F) is Faraday’s constant (96,485 C∙mol<sup>−1</sup>), and N is the amount of material electrolyzed in moles of either and or both the outer membrane cytochrome and the mediator flavin. Total Q should be related to the percent coverage.</p><p>Consistent with <xref ref-type="fig" rid="fig4">Figure 4</xref>, the increase in the measured cathodic peak charge vs. percentage of S. oneidensis MR-1 coverage was linear (R<sup>2</sup> = 0.99) for each metal (<xref ref-type="fig" rid="fig6">Figure 6</xref>). There is a slight difference in linearity as measured by the</p><p>slope on charge and the type metal ion. F ratio values are less than 0.05 indicating that there is a difference in the slopes between charge and % bacterial coverage. Above it was concluded when the cells are attached to the electrode surface, at a given total surface coverage, current output is non-specific between metal ions. Here it is noted that the ability to accept a charge (cathodic process) is slightly a metal ion-specific.</p><p>There are several hypotheses related to the increase in the metal ion concentration could increase bacterial attachment. Firstly, Shewanella surfaces are negatively charged at pH 7 [<xref ref-type="bibr" rid="scirp.95207-ref39">39</xref>] due to EPS structural anionic groups. Non-specific electrostatic forces may be applicable. Researchers have applied classical Derjaguin, Landau, Vervey, and Overbeek (DLVO) double layer theory to describe bacterial attachment to inorganic surfaces. The classical DLVO theory is described as the net interaction between a cell and a flat surface, which results from attractive van der Waals interactions and repulsive interactions between the electrical double layer of the cell and the substratum [<xref ref-type="bibr" rid="scirp.95207-ref40">40</xref>] . Choi et al. [<xref ref-type="bibr" rid="scirp.95207-ref26">26</xref>] studied the attachment and detachment of bacteria during various ionic strengths by using quartz sand surface. They found that increasing the ionic strength of the solution increased attachment. Similarly, Loosdrecht et al. [<xref ref-type="bibr" rid="scirp.95207-ref41">41</xref>] adhesion at polystyrene surfaces increased with increasing ionic strength of the electrolyte.</p><p>However, the theory does not adequately describe all of the observed behavior. Rijnaarts et al. [<xref ref-type="bibr" rid="scirp.95207-ref42">42</xref>] attempted to apply classical DLVO theory by controlling for the ionic strength and found only a moderate adherence to the theory. Rijnaarts et al. [<xref ref-type="bibr" rid="scirp.95207-ref42">42</xref>] study of bacterial adhesion on Teflon and glass surfaces hydrophobicity found different behavior at low ionic strength (0.001 M) and high ionic strength (0.1 M). At low ionic strength attachment was inhibited by DLVO-type electrostatic repulsion, but at high concentration attachment was controlled by steric interactions. We also found that classical DLVO theory failed to explain all the data in two ways. Ionic strength was held constant (0.09 M), which should have resulted in no alteration of adhesion. DLVO theory would suggest that at similar concentrations there would be no effect in changing the cation species. Thus, like Rijnaarts classical DLVO theory was found insufficient to explain the results.</p><p>Secondly, DLVO theory can be altered by considering the hydrophobicity. Extracellular polymeric substance (EPS) is an important component in controlling the hydrophobicity of the bacterial cell surface. Tsuneda et al. [<xref ref-type="bibr" rid="scirp.95207-ref43">43</xref>] reported that if the amount of EPS is small, cell adhesion onto solid surfaces is inhibited by electrostatic interaction, and if the amount of EPS is large, cell adhesion is promoted by polymeric interaction.</p><p>An explanation for the results relates to metal ion binding within the EPS. Metal ions are known to bind to EPS [<xref ref-type="bibr" rid="scirp.95207-ref44">44</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref45">45</xref>] and, therefore, likely affect the properties of the EPS. EPS on the bacteria may extend through the barrier into a region where attraction can dominate. As an example, Redman et al. [<xref ref-type="bibr" rid="scirp.95207-ref46">46</xref>] suggested that when the bacteria have attached from the pili or flagellum that can occur across the barrier when the microbe lies within the secondary minimum. Different adhesion effects result when the configuration of EPS is either tight or loose.</p><p>In addition to the interaction of metal ions with EPS Wei et al. [<xref ref-type="bibr" rid="scirp.95207-ref47">47</xref>] have found carboxyl and phosphate groups were mostly responsible for Cd<sup>2+</sup> adsorption on bacterial cells and affect the affinity between the bacterial cells and metal ions. Dobrowolski et al. [<xref ref-type="bibr" rid="scirp.95207-ref48">48</xref>] found vibration band alterations associated with carboxylic acids and alcohols when Cd<sup>2+</sup> and Pb<sup>2+</sup> were bound extracellular substances obtained from bacteria. These effects are, in the literature, also predicted to be non-specific and related to trends in hydrated ionic radii, hydrated radii, and hydration energies [<xref ref-type="bibr" rid="scirp.95207-ref49">49</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref50">50</xref>] .</p><p>Thirdly, a supplemental explanation for the differences between metal ions is the impact of their water of hydration on binding to the EPS sites. As predicted, for a non-specific electrostatic mechanism, attachment increases with ionic radii, <xref ref-type="fig" rid="fig7">Figure 7</xref>. Mg<sup>2+</sup>, Cd<sup>2+</sup>, and Ca<sup>2+</sup> follow the expected trend well. For these ions, bacterial coverage is linear with ionic radii (R<sup>2</sup> = 0.99). As expected, Ca<sup>2+</sup> results in the highest current density. Pb<sup>2+</sup> is out of sequence between Mg<sup>2+</sup>, Cd<sup>2+</sup>, and Ca<sup>2+</sup>. Inclusion of Pb<sup>2+</sup> into the sequence resulted in a significantly poorer correlation between % bacterial coverage and ionic radii (R<sup>2</sup> = 0.79). This difference may be related to alterations in valence shell electrons. The structure of the hydrated Pb<sup>2+</sup> ion is affected by the lone electron pair, which is giving complex hemi-directed in aqueous solution [<xref ref-type="bibr" rid="scirp.95207-ref51">51</xref>] .</p><p>Finally, metal ions may affect the metabolism of the bacteria. Cd<sup>2+</sup> is known to be far more toxic than Pb<sup>2+</sup>. As the minimal inhibitory concentration (MIC) is 0.5 g/cm<sup>3</sup> for Cd<sup>2+</sup> compared to 5.0 g/cm<sup>3</sup> for Pb<sup>2+</sup>. The effect is suggested to be a metabolic one in Cd<sup>2+</sup> where Cd<sup>2+</sup> interferes with both Ca<sup>2+</sup> and Zn<sup>2+</sup> related sulfhydryl group [<xref ref-type="bibr" rid="scirp.95207-ref27">27</xref>] . In order to check metabolism, several experiments were performed.</p><p>First, the optical density (O.D.) was measured from the extracted volume of growth media in the electrochemical cell (<xref ref-type="fig" rid="fig8">Figure 8</xref>). There is no observed difference in the optical density from the beginning to the end of the experiment between metal ions. This suggests that there is no toxic effect inhibiting microbial growth in solution. This is despite the difference in minimum inhibitory concentration (MIC) for the metal ions.</p><p>Second, HPLC was utilized to measure the glucose consumed during the electrochemical experiment (<xref ref-type="fig" rid="fig8">Figure 8</xref>). Glucose consumption was dependent on the type of metal ions in the cultures. Glucose concentrations found in solutions of 800 μM Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup>, are 0.45, 0.67, 0.85, and 1.53 g/l, respectively. These values are much higher than that consumed by the control 0.14 g/l.</p><p>Fitzgerald et al. [<xref ref-type="bibr" rid="scirp.95207-ref14">14</xref>] found that the lactate consumed was independent of the concentration of CaCl<sub>2</sub> in the medium.</p><p>Third, riboflavin production was monitored. Riboflavin has been identified as an indirect extracellular electron transfer (EET) mediator, acting as an electron shuttle for the EET of S. oneidensis MR-1 in MFCs [<xref ref-type="bibr" rid="scirp.95207-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref52">52</xref>] . There is a difference between metal ions which may be metabolitic [<xref ref-type="bibr" rid="scirp.95207-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.95207-ref53">53</xref>] . Xu et al. [<xref ref-type="bibr" rid="scirp.95207-ref11">11</xref>] found that the riboflavin was increased with Cu<sup>2+</sup> and Cd<sup>2+</sup> (1.78 and 1.73 μM) compared to the control (1.46 μM). The concentration of riboflavin was measured by HPLC (<xref ref-type="fig" rid="fig8">Figure 8</xref>). Riboflavin concentrations found in solutions of 800 μM for Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> were 2.28, 3.08, 4.27, and 6.23 μM, respectively. These values are much higher than that produced by the control, 0.26 μM. As riboflavin is a mediator for electron transfer, increased riboflavin product should increase electrochemical activity of the bacteria. The trends were consistent with all of the electrochemical trends observed above. Both sets of experiments indicate that glucose (consumed) and riboflavin (produced) follow the same trends in the electrochemical behavior shown above.</p><p>The results implied that metal ions Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> enhanced bacteria attachment to the electrode surface and that might, in part, contribute to current output improvement. There are other factors related to the current output. For example, cellular metabolism and activity of electron transfer chain (e.g., c-type cytochrome). These factors might be influenced by metal ions Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> and might play a role in current output improvement.</p></sec><sec id="s4"><title>4. Conclusion</title><p>This study shows that the current output generation from Shewanella. oneidensis MR-1 is affected by the addition of metal ions. Heavy metals ions are expected to have a toxic effect on bacterial growth. In this study, heavy metals had no effect in optical density of extracted solutions indicating the bacterial growth in the solution was unaffected. Mg<sup>2+</sup>, Cd<sup>2+</sup>, Pb<sup>2+</sup>, and Ca<sup>2+</sup> significantly increased current output compared to that of the control. Further analyses indicated that metal ions increased anodic biofilm formation. Once attached, a linear relationship was found between the % bacterial coverage and electrochemical performance. This may be related to alterations in the EPS structure, as observed elsewhere. These results suggest avenues of research in the improvement of performance and operation of MFCs.</p></sec><sec id="s5"><title>Acknowledgements</title><p>The author sincerely acknowledges scholarship from Al-Baha University for the doctoral program. The author would like to thank the Department of Chemistry at Northeastern Illinois University for providing the HPLC instrument for sample analysis. This research utilized a scanning electron microscope, which was funded by the NSF, Major Research Instrumentation (MRI) Program via Award No. 1726994.</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest relevant to this article.</p></sec><sec id="s7"><title>Cite this paper</title><p>Alshahrani, A., Fitch, A. and Al-Bazi, J. 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