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	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">au</journal-id>
			<journal-title-group>
				<journal-title>Acta universitaria</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Acta univ</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">0188-6266</issn>
			<issn pub-type="epub">2007-9621</issn>
			<publisher>
				<publisher-name>Universidad de Guanajuato, Dirección de Investigación y Posgrado</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15174/au.2018.2182</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Articles</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title><italic>Fischerella</italic> sp. biomass measurement by using graphite electrodes</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Cuantificación de biomasa de <italic>Fischerella</italic> sp. a través de electrodos de grafito</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<name>
						<surname>Márquez-Villa</surname>
						<given-names>José Martín</given-names>
					</name>
					<xref ref-type="aff" rid="aff1">*</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Martínez-Espinosa</surname>
						<given-names>Juan Carlos</given-names>
					</name>
					<xref ref-type="aff" rid="aff1">*</xref>
					<xref ref-type="corresp" rid="c1">º</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Rodríguez-Sierra</surname>
						<given-names>Juan Carlos</given-names>
					</name>
					<xref ref-type="aff" rid="aff1">*</xref>
				</contrib>
				<aff id="aff1">
					<label>*</label>
					<institution content-type="original">Unidad Profesional Interdisciplinaria de Ingeniería Campus Guanajuato, Instituto Politécnico Nacional. Av. Mineral de Valenciana 200, Fracc. Industrial Puerto Interior, Silao de la Victoria, Guanajuato, México. C.P. 36275.</institution>
					<institution content-type="normalized">Instituto Politécnico Nacional</institution>
					<institution content-type="orgdiv1">Unidad Profesional Interdisciplinaria de Ingeniería Campus Guanajuato</institution>
					<institution content-type="orgname">Instituto Politécnico Nacional</institution>
					<addr-line>
						<city>Silao de la Victoria</city>
						<state>Guanajuato</state>
					</addr-line>
					<country country="MX">Mexico</country>
				</aff>
			</contrib-group>
			<author-notes>
				<corresp id="c1">°Corresponding author <email>jcmartineze@ipn.mx</email>.</corresp>
			</author-notes>
			<pub-date pub-type="epub-ppub">
				<season>Nov-Dec</season>
				<year>2018</year>
			</pub-date>
			<volume>28</volume>
			<issue>6</issue>
			<fpage>33</fpage>
			<lpage>38</lpage>
			<history>
				<date date-type="received">
					<day>30</day>
					<month>12</month>
					<year>2017</year>
				</date>
				<date date-type="accepted">
					<day>21</day>
					<month>09</month>
					<year>2018</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc/4.0/" xml:lang="en">
					<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License</license-p>
				</license>
			</permissions>
			<abstract>
				<title>Abstract</title>
				<p>For several decades, the electrical admittance has been very useful for the determination of physical quantities, such as the characterization of some electrical properties of interest in organic samples. In this work, an electrical system based on graphite electrodes to determine the amount of living biomass of the cyanobacteria <italic>Fischerella</italic>sp. is proposed. Cyanobacteria are phototrophic microorganisms with applications on bioremediation, pharmaceutics, medicine, among others. The strain was characterized in BG-11 medium and cultured at different biomass concentrations. Samples were evaluated by electrical admittance and contrasted by the technique of dry weight in order to correlate the results registered by the/a proposal electric circuit. Scanning frequencies from admittance went in an order from 10 Hz to 1 000 000 Hz. Also, they showed a reproducibility, getting deviations of 6.45 × 10<sup>-5</sup>. This electrical system can be used to evaluate <italic>Fischerella</italic> sp. living biomass concentrations with high reliability.</p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>Desde hace varias décadas la impedancia eléctrica ha sido de gran utilidad para la determinación de cantidades físicas, así como la caracterización de algunas propiedades eléctricas de interés en muestras orgánicas. En este trabajo se propone un sistema eléctrico basado en electrodos de grafito para determinar la cantidad de biomasa viva de la cianobacteria <italic>Fischerella</italic> sp. Las cianobacterias son microorganismos fotoautótrofos con aplicaciones de biorremediación, farmacéuticas, médicas, entre otros. La cepa fue caracterizada en medio de cultivo BG-11 y a diferentes porcentajes de biomasa. Las muestras evaluadas por impedancia eléctrica fueron contrastadas mediante la técnica de peso seco con la finalidad de correlacionar los resultados registrados por el circuito eléctrico propuesto. Las frecuencias de barrido en la impedancia fueron en un orden de 10 Hz a 1 000 000 Hz. También mostraron una reproducibilidad alcanzando desviaciones de 6.45 × 10<sup>-5</sup>. Este sistema eléctrico puede ser utilizado para evaluar concentraciones de biomasa viva de <italic>Fischerella</italic> sp. con una alta confiabilidad.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Cyanobacteria</kwd>
				<kwd>quantification</kwd>
				<kwd>admittance</kwd>
				<kwd>photobioreaction</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras Clave:</title>
				<kwd>Cyanobacteria</kwd>
				<kwd>quantification</kwd>
				<kwd>admittance</kwd>
				<kwd>photobioreaction</kwd>
			</kwd-group>
			<funding-group>
				<award-group award-type="contract">
					<funding-source>Secretaria of research and postgraduate</funding-source>
					<award-id>20171217</award-id>
					<award-id>20180174</award-id>
				</award-group>
			</funding-group>
			<counts>
				<fig-count count="6"/>
				<table-count count="1"/>
				<equation-count count="0"/>
				<ref-count count="34"/>
				<page-count count="6"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>Introduction</title>
			<p>Cyanobacteria make up a very diverse group of prokaryotic organisms belonging to the Bacteria domain, capable of performing oxygenic photosynthesis (<xref ref-type="bibr" rid="B17">Lewis, Joseph &amp; Woodward, 2016</xref>; <xref ref-type="bibr" rid="B22">Rantamäki <italic>et al</italic>., 2016</xref>; <xref ref-type="bibr" rid="B32">Whitton, 1992</xref>). Recently, researchers from different parts of the world have been interested in working with green biotechnology; they have studied microalgae and cyanobacteria such as <italic>Dunaliella salina, Chlorella vulgaris, Anabaena</italic> sp., and <italic>Fischerella</italic> sp., among others (<xref ref-type="bibr" rid="B12">Higo, Katon, Ohmori, Ikeuchi &amp; Ohmori, 2006</xref>; <xref ref-type="bibr" rid="B25">Rungaroon, Hakuto &amp; Teruhiro, 2016</xref>; <xref ref-type="bibr" rid="B33">Widjaja, Chien &amp; Ju, 2009</xref>). Applications have been diverse, examples are Agricultural crops protection, secondary sewage treatment, nanotechnology and pharmaceutics (<xref ref-type="bibr" rid="B5">Dhar, Saxena &amp; Singh, 2009</xref>; <xref ref-type="bibr" rid="B9">Ghosh, Paliwal, Maurya &amp; Mishra, 2015</xref>; <xref ref-type="bibr" rid="B18">Luangpipat, Beattie, Chisti &amp; Haverkamp, 2011</xref>; <xref ref-type="bibr" rid="B27">Singh &amp; Dhar, 2007</xref>; <xref ref-type="bibr" rid="B28">Singh, Dhar &amp; Tabassum, 2014</xref>). The control of the operating variables in a photobioreactor system is of great importance, in order to recreate the kinetic parameters of reaction. Thus, monitoring the growth rate and production of metabolites of interest is implicit in the control of bioreaction (<xref ref-type="bibr" rid="B30">Su, Mennerich &amp; Urban, 2016</xref>). Determining the biomass concentration allows obtaining information to make key decisions about the process conditions such as light intensity, temperature and substrate concentration (<xref ref-type="bibr" rid="B7">Ducat, Way &amp; Silver, 2011</xref>; <xref ref-type="bibr" rid="B19">Markov, Weaver &amp; Seibert, 1997</xref>; <xref ref-type="bibr" rid="B26">Santos, Fernandes, Wagner, Jacob-Lopes &amp; Zepka, 2015</xref>; <xref ref-type="bibr" rid="B31">Taskan, 2016</xref>). Nowadays, <italic>in situ</italic> quantification techniques for microbial cultures can be classified as direct and indirect, impacting from dielectric spectroscopy, dry weight, wet weight, fluorescence, packed cell volume, cells number, infrared spectroscopy, mass of cellular component, measurements of generated heat, and optical methods, among others (<xref ref-type="bibr" rid="B8">Erdle, Mistele &amp; Schmidhalter, 2011</xref>; <xref ref-type="bibr" rid="B10">Heidari, Yoon, Park &amp; Lin, 2011</xref>; <xref ref-type="bibr" rid="B11">Herbert, 1990</xref>; <xref ref-type="bibr" rid="B13">Kiviharju, Salonen, Moilanen &amp; Eerikäiren, 2008</xref>; <xref ref-type="bibr" rid="B15">Krommenhoek <italic>et al</italic>., 2008</xref>; <xref ref-type="bibr" rid="B20">Nichol &amp; Sarker, 2011</xref>). However, the indirect measurements problem is that the devices do not distinguish between viable and non-viable cells. The electrical impedance is represented as the opposition of a conductor to the flow of alternate current, as the same current is composed by the resistive and reactant vector. Thus, bioelectric impedance is a technique used to quantify body compositions, based on the ability of the organism to conduct an electric current. So, the electrical admittance is a technique to solve the limitations that conductivity techniques present through variations in the frequency. It has been used to validate inter-tissue interactions, to evaluate different biological systems, to generate correlations between their fluids and their conductance, resistivity, and admittance, among others (<xref ref-type="bibr" rid="B1">Boukamp, 1984</xref>; <xref ref-type="bibr" rid="B2">Ching, Sun, Jheng, Tsai &amp; Shien, 2015</xref>; <xref ref-type="bibr" rid="B3">Chumlea &amp; Guo, 1994</xref>; <xref ref-type="bibr" rid="B6">Dimeas &amp; Aspragathos, 2016</xref>; <xref ref-type="bibr" rid="B14">Kottam <italic>et al</italic>., 2006</xref>; <xref ref-type="bibr" rid="B16">Kutty <italic>et al</italic>., 2013</xref>; <xref ref-type="bibr" rid="B21">Oh, Lee, Seo, Kim &amp; Woo, 2007</xref>; <xref ref-type="bibr" rid="B24">Rodríguez-Sierra &amp; Soria, 2016</xref>; <xref ref-type="bibr" rid="B34">Yonamine &amp; Sampaio, 2006</xref>). In this work, a technique to determine the concentration of living biomass by electrical admittance for the cyanobacteria <italic>Fischerella</italic> sp. through the use of graphite electrodes is proposed.</p>
		</sec>
		<sec sec-type="materials|methods">
			<title>Materials and methods</title>
			<sec>
				<title>Photobioreactor system</title>
				<p>The bioprocess was taken on 400 mL of photobioreactors with a volume operation of 300 mL, and the strain was maintained under a 12:12 light:dark photoperiod with a light intensity of 73 µmol/m<sup>-2</sup>s<sup>-1</sup> provided by cool white fluorescent tubes (Trademark MAGG) and a constant air flow of 1.5 vvm. No axenic samples from <italic>Fischerella</italic> sp. were taken.</p>
			</sec>
			<sec>
				<title>Samples preparation</title>
				<p>There were 105 samples prepared, where 30 were combined with BG-11 medium (<xref ref-type="bibr" rid="B23">Rippka, Dervelles, Waterbury, Herdman &amp; Stanier, 1979</xref>; <xref ref-type="bibr" rid="B29">Stanier, Kunisawa, Mandel &amp; Cohen-Bazire, 1971</xref>) and distilled water, 60 with living biomass prepared with BG-11 medium, and 15 with inactivate biomass (DBM) or dead biomass prepared with BG-11 medium too. <xref ref-type="table" rid="t1">Table 1</xref> specifies the making of each sample analyzed. DBM was obtained from a 250 Ml cyanobacteria culture that was sterilized under the conditions of 15 psi, 15 min, at 121 °C. The supernatant was retired, and dead biomass was washed with distilled water and resuspended in fresh medium BG-11.</p>
				<p>
					<table-wrap id="t1">
						<label>Table 1</label>
						<caption>
							<title>Liquid samples evaluated using different concentrations of distilled water, fresh medium and biomass. Abbreviations: FM: Fresh medium; DW: Distilled water; BM: biomass; DBM: Inactive biomass.</title>
						</caption>
						<table>
							<colgroup>
								<col/>
								<col span="2"/>
								<col span="2"/>
								<col span="2"/>
								<col span="2"/>
							</colgroup>
							<thead>
								<tr>
									<th style="border-top: 1px solid #1D557B; border-bottom: 1px solid #1D557B; background-color: #E1F4FD;" align="left">#</th>
									<th style="border-top: 1px solid #1D557B; border-bottom: 1px solid #1D557B; border-left: 1px dotted #467493; background-color: #E1F4FD;" align="center" colspan="2">Fresh medium </th>
									<th style="border-top: 1px solid #1D557B; border-bottom: 1px solid #1D557B; border-left: 1px dotted #467493; background-color: #E1F4FD;" align="center" colspan="2">Distilled water </th>
									<th style="border-top: 1px solid #1D557B; border-bottom: 1px solid #1D557B; border-left: 1px dotted #467493; background-color: #E1F4FD;" align="center" colspan="2">Living biomass </th>
									<th style="border-top: 1px solid #1D557B; border-bottom: 1px solid #1D557B; border-left: 1px dotted #467493; background-color: #E1F4FD;" align="center" colspan="2">Inactive biomass </th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left"> </td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">FM [%]</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">V[mL]</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">DW [%]</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">V[mL]</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">BM [%]</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">V[mL]</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">DBM [%]</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">V[ml]</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">100 %</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.8</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0.7</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.1</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">50%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">1.4</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">50%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">1.4</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.1</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">25%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0.7</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">100%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.8</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">5</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">100%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.8</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">5</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0.7</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.1</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">5</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">50%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">1.4</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">50%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">1.4</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">5</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.1</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">25%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0.7</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">5</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">100%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.8</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">100%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.8</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0.7</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.1</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">50%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">1.4</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">50%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">1.4</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">75%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.1</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">25%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0.7</td>
								</tr>
								<tr>
									<td style="border-bottom: 1px solid #467493;" align="left">3</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">100%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">2.8</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">X</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0%</td>
									<td style="border-bottom: 1px solid #467493; border-left: 1px dotted #467493;" align="center">0</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN1">
								<p>Source: Author's own elaboration.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>Electric system preparation</title>
				<p>The characterization of the system was achieved using graphite electrodes with a length of 3 cm and a diameter of 0.07 cm. The electrodes were placed on a plastic cover which has an area of 0.81 cm<sup>2</sup>. The cover was used to seal the plastic cuvette containing the sample to evaluate. The cells volume was 2.8 mL and a signal generator (Stanford Research Systems, Mod. DS340) was used to supply a sine signal with an amplitude of 5 Vpp to the electric circuit varying the frequency of the sine signal in 10 Hz, 50 Hz, 100 Hz, 500 Hz, 1000 Hz, 5000 Hz, 10 000 Hz, 50 000 Hz, 100 000 Hz, 250 000 Hz, 500 000 Hz, 750 000 Hz and 1 000 000 Hz. In <xref ref-type="fig" rid="f1">Figure 1</xref>, the used experimental setup is shown.</p>
				<p>
					<fig id="f1">
						<label>Figure 1</label>
						<caption>
							<title>Experimental electrical setup used to evaluate the concentrations of biomass deposited in plastic cells and characterized by graphite electrodes. Abbreviations. Z: Impedance.</title>
						</caption>
						<graphic xlink:href="https://www.actauniversitaria.ugto.mx/index.php/acta/es/article/download/2182/version/1876/3255/39214/2007-9621-au-28-06-33-gf1.png"/>
						<attrib>Source: Author's own elaboration.</attrib>
					</fig>
				</p>
			</sec>
			<sec>
				<title>Data characterization and processing</title>
				<p>All samples were run in triplicate, both at the electric system and at its dry weight determination. A comparative analysis of each sweep was performed with different concentrations of biomass; this was done in order to observe the response of the system in each frequency sent by the function generator. The data obtained were processed through the software Origin version 8.0.</p>
			</sec>
			<sec>
				<title>Living Biomass dry weight measurements</title>
				<p>Dry weight measurements were given through drying the filter with a humidity balance PMB (Adam Equipment, Mod.17250) at 140 °C for 5 min; next, it was weighed in an analytical balance (RADWAG Wagi Elektroniczne, Mod. AS 220.R2). The biomass was filtered with the equipment KG 47 GLASS SUPPORT (Advantec MFS, Inc., Mod. 311400) of 300 mL and a Kitasato flask (KIMAX, Mod. 27060) of 1000 mL, as well as with a vacuum pump (WACO, Mod. 73021-00). The filter with living biomass was dried using the humidity balance PMB at 140 °C for 5 min, then it was weighed in the analytical balance. <xref ref-type="fig" rid="f2">Figure 2</xref> shows the flow of the drying process of the biomass evaluated by electrical admittance.</p>
				<p>
					<fig id="f2">
						<label>Figure 2</label>
						<caption>
							<title>Experimental flow of the drying process to evaluate the dry weight of the
								characterized biomass. Abbreviations. W: Weight; ΔW: Difference in
								weight.</title>
						</caption>
						<graphic xlink:href="https://www.actauniversitaria.ugto.mx/index.php/acta/es/article/download/2182/version/1876/3255/39215/2007-9621-au-28-06-33-gf2.jpg"/>
						<attrib>Source: Author's own elaboration.</attrib>
					</fig>
				</p>
			</sec>
		</sec>
		<sec sec-type="results|discussion">
			<title>Results and discussion</title>
			<sec>
				<title>Samples scanning</title>
				<p>All samples were evaluated with different frequencies included in the range from 1 × 10<sup>-1</sup> Hz to 1 × 10<sup>-6</sup> Hz. All the sweeps reflect the resistive, capacitive and inductive regions. <xref ref-type="fig" rid="f3">Figure 3</xref> shows the electrical behavior of the solutions without <italic>Fischerella</italic> sp. biomass (only fresh medium and distilled water, with different concentrations), and where the electrical response was relatively very low. On the other hand, <xref ref-type="fig" rid="f4">Figure 4</xref> shows the response of the electrical system for living and inactive biomass solutions prepared with fresh medium at different concentrations. In the comparative analysis between non-active biomass and living biomass, <xref ref-type="fig" rid="f4">Figure 4</xref> shows a higher variability with non-activated biomass with respect to living or activated biomass; that is, the electrical impedance values were higher when the dead cyanobacteria <italic>Fischerella</italic> sp. was analyzed. However, the only focus of this research is the quantification of the living biomass. For this, in <xref ref-type="fig" rid="f5">Figure 5</xref> only the electrical response of the living biomass for the different frequencies evaluated is shown.</p>
				<p>
					<fig id="f3">
						<label>Figure 3</label>
						<caption>
							<title>Sample’s experimental scanning with graphite electrodes for fresh medium with distilled water scanning. Abbreviations. FM: Fresh medium; DW: Distilled water.</title>
						</caption>
						<graphic xlink:href="https://www.actauniversitaria.ugto.mx/index.php/acta/es/article/download/2182/version/1876/3255/39216/2007-9621-au-28-06-33-gf3.png"/>
						<attrib>Source: Author's own elaboration.</attrib>
					</fig>
				</p>
				<p>
					<fig id="f4">
						<label>Figure 4</label>
						<caption>
							<title>Comparative response of the electrical system for the evaluated Fischerella sp. samples of inactive biomass and live biomass. Abbreviations. FM: Fresh medium; BM: Living biomass; DBM: Inactive biomass.</title>
						</caption>
						<graphic xlink:href="https://www.actauniversitaria.ugto.mx/index.php/acta/es/article/download/2182/version/1876/3255/39217/2007-9621-au-28-06-33-gf4.png"/>
						<attrib>Source: Author's own elaboration.</attrib>
					</fig>
				</p>
				<p>
					<fig id="f5">
						<label>Figure 5</label>
						<caption>
							<title>Response of the electrical system for the samples evaluated from <italic>Fischerella</italic> sp. living biomass with fresh medium scanning. Abbreviations. FM: Fresh medium; BM: Living biomass.</title>
						</caption>
						<graphic xlink:href="https://www.actauniversitaria.ugto.mx/index.php/acta/es/article/download/2182/version/1876/3255/39218/2007-9621-au-28-06-33-gf5.png"/>
						<attrib>Source: Author's own elaboration.</attrib>
					</fig>
				</p>
				<p>Our results are supported by studies (<xref ref-type="bibr" rid="B4">Deurenberg, 1992</xref>) which postulate that when the frequency results to be lower or equal to 1 kHz (&lt;10 kHz), the current does not pass through the cell membrane, and therefore the resistance obtained is only related to the extracellular mass. Otherwise, with 50 kHz-100 kHz the current crosses the membrane and allows determining the total cell mass (intra and extracellular components).</p>
				<p>Therefore, for the calibration curves preparation, it was necessary to select a frequency under which the sweeps did not show high variability, whereby the frequency of 50 kHz was chosen. In <xref ref-type="fig" rid="f5">Figure 5</xref>, the electrical behavior of the activated biomass prepared with fresh medium is shown. In comparison with the response of the system in the samples of distilled water and fresh medium, a higher electrical response was presented for the living biomass.</p>
				<p>Considering the admittance values obtained from the response of the electric system at 50 kHz, we adjusted to a linear system to determine concentrations of biomass in fresh culture medium. The linear behavior reflects an R<sup>2</sup> = 0.95. In <xref ref-type="fig" rid="f6">Figure 6</xref>, the constants for the slope and the intercept for the calibration system are verified.</p>
				<p>
					<fig id="f6">
						<label>Figure 6</label>
						<caption>
							<title>Linear fit calibration curve of <italic>Fischerella</italic> sp. living biomass obtained at 50 kHz. Abbreviations. A: Admittance; DWT: Dry weight.</title>
						</caption>
						<graphic xlink:href="https://www.actauniversitaria.ugto.mx/index.php/acta/es/article/download/2182/version/1876/3255/39219/2007-9621-au-28-06-33-gf6.png"/>
						<attrib>Source: Author's own elaboration.</attrib>
					</fig>
				</p>
			</sec>
		</sec>
		<sec sec-type="conclusions">
			<title>Conclusions</title>
			<p>The scale measurement system used sinusoidal, electrical signals provided by a function generator where, by modifying the excitation frequencies from 1 × 10<sup>1</sup> Hz to 1 × 10<sup>6</sup> Hz, it was capable to generate transduction responses in <italic>Fischerella</italic> sp. along the sweeps, generating correlated voltage variations in the different percentages of living biomass concentration. Derived from these sweeps, the frequency with the best response for the characterization of the biomass concentrations was selected, allowing to quantify, by an indirect method, the existing cell density in the sample under study. The design opts for low-cost materials by the use of graphite electrodes with adequate polarization, allowing suggesting the integration of more robust embedded electrical systems, capable of adapting to the industrial needs that demand it. In future research work, it is necessary to study the behavior of the electrical system with non-activated biomass when it interacts with the activated biomass, in addition to transferring this quantification system to other species of cyanobacteria.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>Acknowledgments</title>
			<p>The authors wish to thank the Secretaria of research and postgraduate (SIP-IPN) for financial support under grant number 20171217 and 20180174.</p>
		</ack>
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				<p><bold>Cómo citar:</bold> Máquez-Villa, J. M., Martínez-Espinosa, J. C., &amp; Rodríguez-Sierra, J. C. (2018). Fischerella sp. biomass measurement by using graphite electrodes. <italic>Acta Universitaria, 28</italic>(Online First), 33-38. doi: 10.15174/au.2018.2182</p>
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