<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0122-5383</journal-id>
<journal-title><![CDATA[CT&F - Ciencia, Tecnología y Futuro]]></journal-title>
<abbrev-journal-title><![CDATA[C.T.F Cienc. Tecnol. Futuro]]></abbrev-journal-title>
<issn>0122-5383</issn>
<publisher>
<publisher-name><![CDATA[Instituto Colombiano del Petróleo (ICP) - ECOPETROL S.A.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0122-53832003000100004</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[PARAMETERS EXAMINATION OF A BIOSURFACTANT PRODUCTION AT LABORATORY SCALE]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rosero]]></surname>
<given-names><![CDATA[Neira-Gladys]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pimienta]]></surname>
<given-names><![CDATA[Astrid-Lorely]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Dugarte]]></surname>
<given-names><![CDATA[Fanny]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Carvajal]]></surname>
<given-names><![CDATA[Fredy-Gonzalo]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Ecopetrol S.A. - Instituto Colombiano del Petróleo  ]]></institution>
<addr-line><![CDATA[Bucaramanga Santander]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Ambar S.A.  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Venezuela</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Universidad Autónoma de Bucaramanga  ]]></institution>
<addr-line><![CDATA[Bucaramanga Santander]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>01</day>
<month>12</month>
<year>2003</year>
</pub-date>
<pub-date pub-type="epub">
<day>01</day>
<month>12</month>
<year>2003</year>
</pub-date>
<volume>2</volume>
<numero>4</numero>
<fpage>42</fpage>
<lpage>34</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0122-53832003000100004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0122-53832003000100004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0122-53832003000100004&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[This work presents the results obtained from the laboratory-scale experimentation for the optimization of production of rhamnolipid-type biosurfactant in a batch process, through the calculation and analysis of yield parameters. Different carbon/nitrogen ratios were studied, for which the production rates of rhamnolipid under nitrogen limitation was defined. Bacterial growth yield parameters Y X/N and Y X/C, were also calculated.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Este trabajo presenta resultados de la fase de laboratorio, correspondientes a la optimización del proceso de producción de un biosurfactactante tipo ramnolípido, mediante la obtención y análisis de sus parámetros de rendimiento. Se estudiaron diferentes relaciones carbono/nitrógeno determinando la velocidad de producción de ramnolípido en condiciones de limitación por nitrógeno. También se estimaron los parámetros de rendimiento del crecimiento bacteriano Y X/N y Y X/C, logrados con los substratos de nitrógeno y carbono.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Este trabalho apresenta resultados da fase de laboratório, correspondentes à otimização do processo de produção de um biosurfatactante tipo ramnolipídio, mediante a obtenção e análise dos seus parâmetros de rendimento. Estudaramse diferentes relações carbono/nitrogênio determinando a velocidade de produção de ramnolipídio em condições de limitação por nitrogênio. Também se estimaram os parâmetros de rendimento do crescimento bacteriano Y X/N y Y X/C, conseguidos com os substratos de nitrogênio e carbono.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[rhamnolipid]]></kwd>
<kwd lng="en"><![CDATA[biosurfactant]]></kwd>
<kwd lng="en"><![CDATA[nitrogen limitation]]></kwd>
<kwd lng="en"><![CDATA[yield parameters]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  <font face="Verdana" size="2"> <font size="4">    <p align="center"><b>PARAMETERS EXAMINATION OF A BIOSURFACTANT PRODUCTION AT     LABORATORY SCALE</b>[/titlegrp]</p></font> <font size="2">    <p align="center"><b>Neira-Gladys Rosero<sup>*1</sup>,   Astrid-Lorely Pimienta<sup>*1</sup> , Fanny Dugarte&nbsp;and<sup>2</sup>    <br>   Fredy-Gonzalo Carvajal<sup>3</sup></b></p>        <p align="center"><sup>1</sup> Ecopetrol S.A. - Instituto Colombiano del   Petr&oacute;leo, A.A. 4185 Bucaramanga,   Santander, Colombia    <br>   <sup>2</sup> Ambar S.A., Venezuela     <br>   <sup>3</sup>Universidad Aut&oacute;noma de Bucaramanga, Facultad de Ingenier&iacute;a   en Energ&iacute;a, Bucaramanga, Santander,   Colombia</p>        <p align="center">e-mail: <a href="mailto:nrosero@ecopetrol.com.co">nrosero@ecopetrol.com.co</a>&nbsp;&nbsp; e-mail:   <a href="mailto:apimient@ecopetrol.com.co">apimient@ecopetrol.com.co</a></p>        <p align="center"><i>(Received 22 May 2002; Accepted   4 November 2003)</i></p>        <p align="center"><i>*To whom correspondence may be addressed</i></p></font> <hr>     ]]></body>
<body><![CDATA[<p><b>ABSTRACT</b></p>     <p>This work presents the results   obtained from the laboratory-scale experimentation for the optimization of   production of rhamnolipid-type biosurfactant in a batch process, through the   calculation and analysis of yield parameters. Different carbon/nitrogen ratios   were studied, for which the production rates of rhamnolipid under nitrogen   limitation was defined. Bacterial growth yield parameters Y<sub>X/N </sub>and Y<sub>X/C, </sub>were also calculated.</p>     <p><b>Keywords:</b> rhamnolipid, biosurfactant, nitrogen limitation, yield parameters.</p> <hr>     <p><b>RESUMEN</b></p>     <p>Este trabajo presenta resultados de   la fase de laboratorio, correspondientes a la optimizaci&oacute;n del proceso de   producci&oacute;n de un biosurfactactante tipo ramnol&iacute;pido, mediante la obtenci&oacute;n y   an&aacute;lisis de sus par&aacute;metros de rendimiento. Se estudiaron diferentes relaciones   carbono/nitr&oacute;geno determinando la velocidad de producci&oacute;n de ramnol&iacute;pido en   condiciones de limitaci&oacute;n por nitr&oacute;geno. Tambi&eacute;n se estimaron los par&aacute;metros de   rendimiento del crecimiento bacteriano Y<sub>X/N </sub>y Y<sub>X/C</sub>,   logrados con los substratos de nitr&oacute;geno y carbono.</p>   <hr>     <p><b>RESUMEN</b></p>     <p>Este trabalho apresenta resultados   da fase de laborat&oacute;rio, correspondentes &agrave; otimiza&ccedil;&atilde;o do processo de produ&ccedil;&atilde;o de   um biosurfatactante tipo ramnolip&iacute;dio, mediante a obten&ccedil;&atilde;o e an&aacute;lise dos seus   par&acirc;metros de rendimento. Estudaramse diferentes rela&ccedil;&otilde;es carbono/nitrog&ecirc;nio   determinando a velocidade de produ&ccedil;&atilde;o de ramnolip&iacute;dio em condi&ccedil;&otilde;es de limita&ccedil;&atilde;o   por nitrog&ecirc;nio. Tamb&eacute;m se estimaram os par&acirc;metros de rendimento do crescimento   bacteriano Y<sub>X/N </sub>y Y<sub>X/C</sub>, conseguidos com os substratos de   nitrog&ecirc;nio e carbono.</p> <hr>     <p><b>INTRODUCTION</b></p>     <p>Surface-activity substances   (surfactants) are widely used in the oil industry. Application of such   substances include tank-bottom cleaning processes, bioremediation, and enhanced   recovery, among others. Until a few years ago, the additives selection criteria   focused on their efficiency and cost. However, given the urgent and increasing   need of protecting the environment, biodegradability has currently become the   main criterion for the selection of additives, especially when spillages may   not be avoided (Lang and Wullbrandt, 1999; Bognolo, 1999; Banat, 1995;   Fiechter, 1992; D&iacute;az, 1991).</p>     <p>Ecological and technical   advantages provided by biosurfactants are not significant enough to drive a   process design at industrial levels; therefore, efforts have focused on the   achievement of their financial competitiveness against synthetic surfactants.   Excluding genetic enhancements (due to their high costs), other factors that   should be considered for cost reduction purposes include bacterial functional   stability and reproductiveness; optimization of carbon sources and   micronutrients concentration and nature; and, energetic cost reductions in   stirring and aeration efforts (Rosero <i>et al.,</i> 2000).</p>     ]]></body>
<body><![CDATA[<p>As a requirement for rhamnolipid   accumulation, a mechanism called quorum sensing is activated whenever nitrogen   deficiencies are defined (Pearson <i>et al.,</i> 1995). This condition is   achieved when the formulation of culture is nitrogen limitation-driven (Venkata   and Karanth, 1989; Brennan et al., 1970 in Kosaric, 1993). In continuous   production systems, nitrogen concentrations are reduced in the feeding medium,   in order to enhance biosurfactant overproduction (Gruber <i>et al.,</i> 1993 in   Kosaric, 1993). In addition, the type of nitrogen source has an effect on this   process; therefore, sources such as nitrate, ammonia, urea and amino acids have   been tested, among others (Mulligan and Gibbs, 1989).</p>     <p>&nbsp;Nitrogen concentration is   relevant for the definition of an optimal biomass concentration, while the   concentration of hydrophobic carbon source defines the conversion of available   carbon into biosurfactant (Hommel <i>et al.,</i> 1987; Kosaric, 1993).   Limitation of multivalent cations, such as iron (+2), magnesium or calcium,   also increases rhamnolipid production rates (Syldatk <i>et al.,</i> 1984 in   Kosaric <i>et al.,</i> 1987; Itoh and Suzuki, 1974, and Guerra-Santos <i>et     al.,</i> 1986).</p>     <p>Various soluble and insoluble   carbon sources have been assessed for biosurfactant production, using <i>Pseudomonas     aeruginosa</i>. Glucose (Guerra-Santos <i>et al.,</i> 1984; Robert <i>et al.,</i> 1989; Sundari and Sandhya, 1995; Mulligan and Gibbs, 1989; Pimienta <i>et al.,</i> 1997), propyleneglycol and glycerol (Oschner <i>et al.,</i> 1996; Fiechter,   1992; Pimienta et al., 1997) have been used as the main soluble sources, while   hexadecane (Montes de Oca, 1992), oleic acid (Banat <i>et al.,</i> 1991)   vegetable oil (Oschner <i>et al.,</i> 1996; Fiechter, 1992; Linhardt <i>et al.,</i> 1989; Pimienta <i>et al.,</i> 1997), olive oil (Mercad&eacute; <i>et al.,</i> 1993),   polycyclic aromatic hydrocarbons (D&eacute;ziel <i>et al.,</i> 1996), paraffin (Montes   de Oca, 1992; Pimienta <i>et al.,</i> 1997), octadecane (Zhang and Miller,   1992), and differently-sourced crude oils (Sundari and Sandhya, 1995; Jain <i>et     al.,</i> 1992; MacElwee <i>et al.,</i> 1990) have been used as the main   insoluble sources.</p>     <p>This survey is part of the pilot   project for the development of a production process for a biosurfactant called   Tensobiol-ICP. It includes results for the initial stages of design and kinetic   assessment of the culture's medium, as well as for the definition of the yield   parameters. Further experiments, as based on these results, supported a   significant reduction in related production costs (Rosero <i>et al.,</i> 2000).</p>     <p><b>METHODOLOGY</b></p>     <p><b>Microorganism</b></p>     <p><i>Pseudomonas aeruginosa</i> ICP70 strain, which was isolated from   oily sludge and as included in the strain collection of the Biotechnology   Laboratory at the Instituto Colombiano del Petr&oacute;leo (ICP).</p>     <p><b>Inocula preparation</b></p>     <p>For each inoculum, a vial   (cryo-preserved at 193 K) was taken and successively passed twice through   a nutritive broth, and twice through the production saline medium, in 24-hour   intervals.</p>     <p><b>Culture conditions</b></p>     ]]></body>
<body><![CDATA[<p>The medium consisted of (per dm<sup>-3</sup>of   drinking water): Glycerol, 30,5 cm<sup>3</sup>; MgSO<sub>4</sub>, 0,1 g;   K<sub>2</sub>HPO<sub>4</sub>, 7 g; KH<sub>2</sub>PO<sub>4</sub>, 3 g; (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>,   pH 6,5-7,0; variable as per C/N ratio.</p>     <p>Different C/N ratios were   evaluated (20, 40, 60, 80 and 100) keeping above mentioned glycerol   concentration, while the ammonia sulfate concentrations were respectively: 3;   1,5; 1; 0,75 and 0,6 g.dm<sup>-3.</sup>.</p>     <p>For the C/N ratio of 20 it was   made a second evaluation, using 1 g.dm<sup>-3</sup>&nbsp;of K<sub>2</sub>HPO<sub>4 </sub>and controlling the pH with a 1N sodium hydroxide solution.</p>     <p><b>Operating conditions</b></p>     <p>2 dm<sup>3</sup>&nbsp;Erlenmeyer   flasks with 3 cm deep baffles were used. The following conditions were used:   work volumes of 800 cm<sup>3</sup>, temperature of 305 K, and orbital stirring   of 140 rpm. pH value verifications were performed during the fermentation   process.</p>     <p><b>Microbiological follow-up</b></p>     <p>The dry weight technique was used   to quantify microbial growth (Madigan <i>et al.,</i> 1997) as bacterial   density, through the culture's absorbance at 540 nm. Controls on the media were   processed in parallel, in order to eliminate any interference due to the   presence of suspended solids.</p>     <p><b>Rhamnolipid quantification</b></p>     <p>Rhamnolipid quantification was   performed through the measurement of rhamnose via the thioglycolic acid method (Whistler   and Wolfrom, 1962).</p>     <p>Calculation of the RL   concentration was made as follows (Rosero <i>et al</i>., 2000):</p>     ]]></body>
<body><![CDATA[<p>&#91;RL<sub>ppm</sub>&#93;   =1,8*(54,18 x Absorbance(400-430)-1,497) x dilution factor</p>     <p>The equipment used for this   analytical method, as well as for the other spectrofotometrical procedures was   the spectrophotometer UV-VIS CARY 1E VARIAN.</p>     <p><b>Glycerol determination</b>.</p>     <p>Glycerol quantification was   carried out via colorimetry with cupric chloride, as per the method described   by Whistler and Wolfrom, (1962).</p>     <p>Nitrogen determination. nessler   method</p>     <p>Measurement of ammoniacal   Nitrogen was performed via a method based on Nessler's colorimetric technique   (APHA, 1992). Corresponding results are stated as ammoniacal nitrogen (mg N-NH<sub>3</sub>/dm<sup>-3</sup>).</p>     <p>pH-measurement</p>     <p>Measurement of pH was carried out   with the potentiometric analyzer ORION Model 720A, using the same samples which   had been taken for rhamnolipid and nitrogen determinations.</p>     <p><b>Yield factors</b></p>     <p>The following formula was used to   calculate nitrogen and glycerol yields for biomass production:</p>     ]]></body>
<body><![CDATA[<p align="center"><img src="img/revistas/ctyf/v2n4/v2n4a4i1.jpg"><a name="equ1"></a></p>     <p>Where:</p>     <p>x&nbsp; : Concentration of   biomass or generated product (biomass, biosurfactant)</p>     <p>dS<sub> </sub>: Delta value for   substrate consumption (nitrogen, glycerol)</p>     <p>dt : Delta value for process   hours</p>     <p>n&nbsp; : Number of measurements   taken during the exponential growth interval</p>     <p>Each assay and measure was   assessed threefold to guarantee the reproducibility of the results.</p>     <p><b>RESULTS AND DISCUSSION</b></p>     <p><a href="#fig1">Figure 1</a> shows the biomass concentration variation versus time, for all the different   C/N ratios experimented. The highest and lowest concentrations of biomass were   observed for C/N ratios of 20 and 100, respectively. This implies that all   ingredients, except for nitrogen, were supplied in quantities enough to support   bacterial growth, since growth values were limited by the nitrogenous content.</p>     <p align="center"><img src="img/revistas/ctyf/v2n4/v2n4a4i2.jpg"><a name="fig1"></a></p>     ]]></body>
<body><![CDATA[<p>For C/N ratios ranging from 40 to   100, the medium's pH control was maintained between 6,2 and 7,0, due to   phosphate salts being present (data not displayed). However, for the C/N ratio   of 20, pH values below 6,0 were observed after 20 hours, and values below 5,0   were observed after 60 hours of processing (<a href="#fig2">Figure 2</a>). For C/N ratio of 20 the   phosphate contents used in the culture broth was not enough to control a higher   quantity of acids released into the medium as a result of the microbial   activity of a higher biomass concentration produced.</p>     <p align="center"><img src="img/revistas/ctyf/v2n4/v2n4a4i3.jpg"><a name="fig2"></a></p>     <p><a href="#fig3">Figure 3</a> indicates that for the same C/N ratio of 20, it is observed that deficiency of   pH control affected the activity of enzymes and therefore the amount of   nitrogen consumption. It also shows that the biosurfactant is mainly produced during   the stationary phase.</p>     <p align="center"><img src="img/revistas/ctyf/v2n4/v2n4a4i4.jpg"><a name="fig3"></a></p>     <p>Rhamnolipid production rate was   calculated for the stationary phase (16 to 60 hour of processing). The highest   production rate was observed for the C/N ratio of 40 (45 mg.dm<sup>-3</sup>.h<sup>-1</sup>),   followed by the ratio of 60 (33,12 mg.dm<sup>-3</sup>h<sup>-1</sup>), the ratio   of 80 (25 mg.dm<sup>-3</sup>h<sup>-1</sup>), and the ratio of 100 (19,8 mg.dm<sup>-3</sup>h<sup>-1</sup>).</p>     <p>For the C/N ratio of 20, production   rate obtained for the 12 to 20 hour term was of 54 mg.dm<sup>-3</sup>h<sup>-1</sup>;   however, a sharp reduction in rhamnolipid productivity was observed, after 20   hour related with the medium's acidity. When the C/N ratio of 20 was tested,   while using pH control with 1N NaOH, the biosurfactant's productivity for the   24 to 72 hour was of 52 mg.dm<sup>-3</sup>h<sup>-1</sup>&nbsp;(data not   displayed). During the stationary phase, eventhough the net growth rate is   zero, cells are still metabolically active and their performance depends on   cell density, as well as on pH and available car-    <br>   bon content.</p>     <p><a href="#fig4">Figure 4</a> shows specific growth rate, defined for each C/N ratio, from the fourth to the   sixteenth hour term, (that is, the exponential growth phase). For these   conditions can be expected that cellular metabolic control system is set to   achieve maximum rates of biomass production.The highest specific growth speed   was observed for C/N ratios of 40 and 60 (0,21 h<sup>-1</sup>).</p>     <p align="center"><img src="img/revistas/ctyf/v2n4/v2n4a4i5.jpg"><a name="fig4"></a></p>     <p>Furthermore, to quantify   in-biomass nitrogen and carbon yield factors (Y<sub>x/N</sub>, Y<sub>x/C</sub>),   the data used on bacterial concentrations and nutrients were the ones measured   for the exponential growth phase in assessments on C/N ratios of 40 and 20,   while pH was kept above 6,0. Related calculations showed a variation   coefficient under 12%; as a result, the following was established:</p>     ]]></body>
<body><![CDATA[<p>Y<sub>x/N</sub> is 6,5 g of   biomass per gram Nitrogen</p>     <p>Y<sub>x/Glyc</sub> is 0,26 g of biomass   per gram Glycerol</p>     <p>Based on these values is possible   to define the medium contents for higher cell densities, keeping in mind the   use of feeding strategies to avoid inhibitory concentrations of nutrients.</p>     <p><b>CONCLUSIONS</b></p>     <p>The experiments carried out using   different carbon/ nitrogen ratios showed that nitrogen depletion induces   rhamnolipid-type biosurfactant production, and that biosurfactant production   rate is proportional to the bacterial density achieved at fermentation. It was   found that the pH and carbon content provided during the stationary phase may   improve productivity rhamnolipid rate and keep for a longer period of time the   biomass activity.</p>     <p>Biomass apparent yield factors found   for the nitrogen and glycerol substrates, support the quantification of the   nutritional requirements by the microorganism discussed herein, under the   fermentation conditions used. Based on these factors, it is possible to design   culture media that would support higher bacterial concentrations, and compare   efficiency of different sources for these ingredients.</p>     <p>As part of the process design   stage at a pilot scale level should be taken into consideration parameters such   as aeration, stirring patterns, pH control, and feeding strategies for the   achievement of high and metabolically active biomass to get optimal production   of biosurfactant.</p>     <p><b>ACKNOWLEDGEMENTS</b></p>     <p>The authors wish to state their   gratitude to Sandra Alvarez, for their invaluable cooperation in the   development of this survey.</p>   <hr>     <p><b>BIBLIOGRAPHY</b></p>     ]]></body>
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