<?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>0378-1844</journal-id>
<journal-title><![CDATA[Interciencia]]></journal-title>
<abbrev-journal-title><![CDATA[INCI]]></abbrev-journal-title>
<issn>0378-1844</issn>
<publisher>
<publisher-name><![CDATA[ASOCIACIÓN INTERCIENCIA]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0378-18442008000400015</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Yucca (manihot esculenta crantz) starch polysaccharide dextrination through biological procedures.]]></article-title>
<article-title xml:lang="es"><![CDATA[Dextrinación del polisacárido del almidón de yuca (manihot esculenta crantz) por procedimientos biológicos.]]></article-title>
<article-title xml:lang="pt"><![CDATA[Dextrinado do polissacarídeo do amido da mandioca (manihot esculenta crantz) por procedimentos biológicos.]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Villalba]]></surname>
<given-names><![CDATA[Pedro]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Bula]]></surname>
<given-names><![CDATA[Antonio]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[San Juan]]></surname>
<given-names><![CDATA[Homero]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ávila]]></surname>
<given-names><![CDATA[Adrián]]></given-names>
</name>
<xref ref-type="aff" rid="A04"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Uso Racional de la Energía y Preservación del Medio Ambiente UREMA  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Uso Racional de la Energía y Preservación del Medio Ambiente UREMA, Colombia  ]]></institution>
<addr-line><![CDATA[Barranquilla ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Grupo de Investigación en Biotecnología, UN  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="A04">
<institution><![CDATA[,Universidad Pontificia Bolivariana  ]]></institution>
<addr-line><![CDATA[Montería ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2008</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2008</year>
</pub-date>
<volume>33</volume>
<numero>4</numero>
<fpage>314</fpage>
<lpage>316</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_arttext&amp;pid=S0378-18442008000400015&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_abstract&amp;pid=S0378-18442008000400015&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_pdf&amp;pid=S0378-18442008000400015&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[The yucca (Manihot esculenta) starch dextrination process using Aspergillus niger has been evaluated in order to obtain fermentable sugars from the original polysaccharide. The maximum glucose concentration (2466mg·l-1) was obtained at 30°C for a period of three days. The statistical analysis (P=0.05) of the experimental results revealed a second order behavior for the process. The interaction between the variables time (days) and temperature significantly affected the glucose production due to the enzymatic action of the A. niger on the substrate. Response surface analysis showed an optimal point for the process at 37ºC and 2.75 days, and a significant interaction between temperature and time. It is concluded that the catalytic action of A. niger strongly depends on the environmental conditions in which the process is carried out.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[El proceso de dextrinación del almidón de la yuca (Manihot esculenta) utilizando Aspergillus niger fue evaluado a fin de obtener azúcares fermentables a partir del polisacárido original. La concentración máxima de glucosa (2466mg·l-1) se obtuvo a 30ºC en un período de tres días. El análisis estadístico (P=0,05) de los resultados experimentales reveló un comportamiento de segundo orden para el proceso. La interacción entre las variables tiempo y temperatura afectaron significativamente la producción de glucosa debida a la acción enzimática de A. niger sobre el sustrato. El análisis de la superficie de respuesta mostró un punto óptimo para el proceso en 37ºC y 2,75 días, y una interacción significativa entre tiempo y temperatura. Se concluye que la acción catalítica de A. niger depende fuertemente de las condiciones ambientales en las que se desarrolla el proceso.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[O processo de dextrinado do amido da mandioca (Manihot esculenta) utilizando Aspergillus niger foi avaliado a fim de obter açúcares fermentáveis a partir do polissacarídeo original. A concentração máxima de glicose (2466mg·l-1) se obteve a 30ºC em um período de três dias. A análise estatística (P=0,05) dos resultados experimentais revelou um comportamento de segunda ordem para o processo. A interação entre as variáveis, tempo e temperatura, afetou significativamente a produção de glicose devido à ação enzimática de A. niger sobre o substrato. A análise da superfície de resposta mostrou um ponto ótimo para o processo em 37ºC e 2,75 dias, e uma interação significativa entre tempo e temperatura. Conclui-se que a ação catalítica de A. niger depende fortemente das condições ambientais nas quais se desenvolve o processo.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Aspergillus niger]]></kwd>
<kwd lng="en"><![CDATA[Dextrination]]></kwd>
<kwd lng="en"><![CDATA[Manihot esculenta]]></kwd>
<kwd lng="en"><![CDATA[Starch]]></kwd>
<kwd lng="en"><![CDATA[Yucca]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[   <B>     <p style="word-spacing: 0; line-height: 100%" align="center"><span lang="EN-US" style="mso-ansi-language: EN-US"><font face="Verdana" size="3">Yucca (<i>manihot esculenta</i> crantz) starch polysaccharide dextrination through biological procedures.</font></span></p>     <P style="word-spacing: 0; line-height: 100%" align="center"><font face="Verdana" size="2">Pedro Villalba, Antonio Bula, Homero San Juan and Adri&aacute;n &Aacute;vila</font></P>     <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Pedro Villalba</font></B><font face="Verdana" size="2">. Mechanical Engineer and M.Sc. student, Universidad del Norte (UN), Baranquilla, Colombia. Junior Researcher, Grupo de Investigaci&oacute;n en Uso Racional de la Energ&iacute;a y Preservaci&oacute;n del Medio Ambiente (UREMA), Colombia.</font></P> <B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Antonio Bula</font></B><font face="Verdana" size="2">. Mechanical Engineer, UN, Colombia. M.Sc. and Ph.D. in Mechanical Engineering, University of South Florida, USF, USA. Coordinator and Researcher, UREMA, Colombia. Address: Mechanical Engineering Department, Universidad del Norte. Km 5 Antigua V&iacute;a Puerto Colombia. Barranquilla, Colombia. e-mail: abula@uninorte.edu.co</font></P> <B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Homero San Juan</font></B><font face="Verdana" size="2">. M.D., UN, Colombia. Ph.D., USF, USA. Researcher, Grupo de Investigaci&oacute;n en Biotecnolog&iacute;a, UN, Colombia.</font></P> <B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Adri&aacute;n &Aacute;vila</font></B><font face="Verdana" size="2">. Mechanical Engineer and M.Sc. in Mechanical Engineering, UN, Colombia. Researcher, UREMA, Colombia. Mechanical Engineering Coordinator at Universidad Pontificia Bolivariana, Monter&iacute;a, Colombia.</font></P>     <P style="word-spacing: 0; line-height: 100%" align="justify"><b><font face="Verdana" size="2">SUMMARY</font></b></P>      <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">The yucca (Manihot esculenta) starch dextrination process using Aspergillus niger has been evaluated in order to obtain fermentable sugars from the original polysaccharide. The maximum glucose concentration (2466mg·l<SUP>-1</SUP>) was obtained at 30°C for a period of three days. The statistical analysis (P=0.05) of the experimental results revealed a second order behavior for the process. The interaction between the variables time (days) and temperature significantly affected the glucose production due to the enzymatic action of the A. niger on the substrate. Response surface analysis showed an optimal point for the process at 37ºC and 2.75 days, and a significant interaction between temperature and time. It is concluded that the catalytic action of A. niger strongly depends on the environmental conditions in which the process is carried out.</font></P>  <B>    <P style="word-spacing: 0; line-height: 100%" align="center"><font face="Verdana" size="2"><span style="mso-fareast-font-family: Times New Roman; mso-ansi-language: ES; mso-fareast-language: ES; mso-bidi-language: AR-SA">Dextrinación del polisacárido del almidón de yuca (<i>manihot esculenta</i> crantz) por procedimientos biológicos.</span></font></P> </B>     ]]></body>
<body><![CDATA[<P style="word-spacing: 0; line-height: 100%" align="justify"><b><font face="Verdana" size="2">RESUMEN</font></b></P>      <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">El proceso de dextrinaci&oacute;n del almid&oacute;n de la yuca (Manihot esculenta) utilizando Aspergillus niger fue evaluado a fin de obtener az&uacute;cares fermentables a partir del polisac&aacute;rido original. La concentraci&oacute;n m&aacute;xima de glucosa (2466mg·l<SUP>-1</SUP>) se obtuvo a 30ºC en un per&iacute;odo de tres d&iacute;as. El an&aacute;lisis estad&iacute;stico (P=0,05) de los resultados experimentales revel&oacute; un comportamiento de segundo orden para el proceso. La interacci&oacute;n entre las variables tiempo y temperatura afectaron significativamente la producci&oacute;n de glucosa debida a la acci&oacute;n enzim&aacute;tica de A. niger sobre el sustrato. El an&aacute;lisis de la superficie de respuesta mostr&oacute; un punto &oacute;ptimo para el proceso en 37ºC y 2,75 d&iacute;as, y una interacci&oacute;n significativa entre tiempo y temperatura. Se concluye que la acci&oacute;n catal&iacute;tica de A. niger depende fuertemente de las condiciones ambientales en las que se desarrolla el proceso.</font> </P>  <B>    <P style="word-spacing: 0; line-height: 100%" align="center"><font face="Verdana" size="2">Dextrinado do polissacarídeo do amido da mandioca (<i>manihot esculenta</i> crantz) por procedimentos biológicos.</font></P> </B>     <P style="word-spacing: 0; line-height: 100%" align="justify"><b><font face="Verdana" size="2">RESUMO</font></b></P>      <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">O processo de dextrinado do amido da mandioca (Manihot esculenta) utilizando Aspergillus niger foi avaliado a fim de obter a&ccedil;&uacute;cares ferment&aacute;veis a partir do polissacar&iacute;deo original. A concentra&ccedil;&atilde;o m&aacute;xima de glicose (2466mg·l<SUP>-1</SUP>) se obteve a 30ºC em um per&iacute;odo de tr&ecirc;s dias. A an&aacute;lise estat&iacute;stica (P=0,05) dos resultados experimentais revelou um comportamento de segunda ordem para o processo. A intera&ccedil;&atilde;o entre as vari&aacute;veis, tempo e temperatura, afetou significativamente a produ&ccedil;&atilde;o de glicose devido &agrave; a&ccedil;&atilde;o enzim&aacute;tica de A. niger sobre o substrato. A an&aacute;lise da superf&iacute;cie de resposta mostrou um ponto &oacute;timo para o processo em 37ºC e 2,75 dias, e uma intera&ccedil;&atilde;o significativa entre tempo e temperatura. Conclui-se que a a&ccedil;&atilde;o catal&iacute;tica de A. niger depende fortemente das condi&ccedil;&otilde;es ambientais nas quais se desenvolve o processo.</font></P>  <B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">KEYWORDS /</font>  </B><font face="Verdana" size="2"> Aspergillus niger/ Dextrination/ Manihot esculenta/ Starch/ Yucca/</font> </P> <FONT SIZE=2>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2"><b>Received:</b> 08/02/2007. <b> Modified: </b> 03/12/2008. <b> Accepted:</b> 03/13/2008.</font></P> </FONT> <B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Introduction</font></P> </B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Different processes are known to produce ethanol from biomass and, generally, they depend on the source used. The different reaction stages for starchy materials such as yucca, require a step previous to fermentation, in which the fermentable sugars are obtained. This brings a time delay in the process.</font></P>     <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Ohta and Hamada (1993) and Le&oacute;n and Chalela (1997) presented evidences of a process where the hydrolysis is not necessary as one of the stages required to obtain glucose. In order to attain this, the polysaccharides are degraded through a biological process that avoids the acid hydrolysis and allows the emergence of co-cultures, which are able to carry out a combined action of hydrolysis and fermentation. Other authors (Inloes and Taylor, 1983; Laluce and Mattoon, 1984; Ma and Lin, 2000; Rendlema, 2000) have considered the use of other systems to go directly from starch to fermentable sugars, considering combinations of different <I>Saccharomyces</I> sp. (<I>cerevisiae, diastaticus</I>). However, these studies did not include an analytical correlation between the glucose concentration obtained and the process variables. The purpose of the present study was to carry out a biological hydrolysis process and determine the experimental correlation between temperature, time and concentration of the reaction products. Thus, eliminating the problems produced by the acid hydrolysis such as pH stabilization prior to the fermentation stage. The experimental setup considered <I>Aspergillus niger</I> acting over a yucca (<I>Manihot esculenta</I> Crantz) starch substrate as the bio-system.</font></P> <B>    ]]></body>
<body><![CDATA[<P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Data Gathering and Statistical Analysis</font></P> </B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">An experimental design was developed in order to analyze the process variables. The design included two variables (temperature and time) and two levels for each variable (low and high). Temperatures were 23-37°C and times were 1-5 days. In addition, the central point (3days and 30°C) was replicated three times to reach the required degrees of freedom for the experimental error to be determined. All results were studied by means of ANOVA.</font></P>     <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Three batches, each of 500g of yucca were washed and cut in pieces in order to liquefy them. Then the fiber was separated using a mesh and the liquid containing the starch was left to sediment for 24h in a pan. Once the liquid and the solid separated, the starch was removed from the bottom of the pan. <I>Aspergillus niger</I> was obtained from an original cell from the biology laboratory at Universidad del Norte, Colombia, and kept in solid Agar Sabouraud (MERCK&reg;). The spores were counted using a Neubauer chamber, using the central measurement area (mm).</font></P>     <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">The hydrolysis of the yucca starch was done using liquid glucose chloramphenicol (MERCK<sup>&reg;</sup>) diluted to 2:1 in distilled water in order to reduce the initial glucose, and the final pH was brought to 5.4 using HCl. The reaction was carried out in 1 liter of previously prepared solid Agar Sabouraud. Twenty grams of yucca starch and 10<SUP>5</SUP> spores of <I>A. niger</I> were added to the media and air was supplied artificially through a pumping system. Glucose was quantified with a spectrophotometer (HANNA Instruments<sup>&reg;</sup>)  using near-infrared light technique, described as a non-invasive blood glucose measurement (Chen and Bai, 2007; Xiao  and Wang, 2007); the calibration curve was generated in a previous experiment using standards of pure glucose (MERCK<sup>&reg;</sup>) at different concentrations; the relative coefficient was 0.985. From the absorptance values obtained, the glucose concentration was determined (Valencia and Bula, 2005).</font></P> <B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Results</font></P> </B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">The amount of yucca starch obtained from the three different batches (500g each) was 96.75, 105.2 and 92.95g. These samples were hydrolyzed using the procedure described before. The temperature, number of days for the process, as well as the absorptance measured in the chromatographer at the end of the process, are presented in <a href="#tab1"> Table I</a>, together with the corresponding glucose concentration obtained. The maximum values were attained at the central point for temperature and time, 30ºC for three days.</font></P>      <P style="word-spacing: 0; line-height: 100%" align="center"><a name="tab1"><img border="0" src="/img/fbpe/inci/v33n4/art15tab1.gif" width="501" height="330"></a></P>      
<P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">The efficiency of the process for each of the different samples, also shown in <a href="#tab1"> Table I</a>, was calculated considering the 20g·l<SUP>-1</SUP> of yucca starch introduced at the beginning of the hydrolysis process. The maximum efficiency obtained was 13%.</font></P>  <B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">Discussion</font></P> </B>     <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">In order to reach fermentable sugars from yucca starch through a hydrolysis procedure using a biological approach, it was necessary to determine the effect of temperature and time on glucose production. The analysis of the experiment showed that the main effect on the process was not that exerted by the original variables, temperature (A) and time (B), but was the interaction of these two factors (AB). The results are presented in <a href="#tab2"> Table II</a> and the effect of the temperature - time interaction is presented in <a href="#fig1"> Figure 1</a>.</font></P>      ]]></body>
<body><![CDATA[<P style="word-spacing: 0; line-height: 100%" align="center"><a name="fig1"><img border="0" src="/img/fbpe/inci/v33n4/art15fig1.gif" width="422" height="314"></a></P>      
<P style="word-spacing: 0; line-height: 100%" align="center"><a name="tab2"><img border="0" src="/img/fbpe/inci/v33n4/art15tab2.gif" width="481" height="190"></a></P>      
<P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">As the interaction becomes significant, for the specific case of low time (B-, 1 day), the catalytic activity increases as the temperature (A) increases, and as the result the glucose concentration improves. On the other hand, for the specific case of high time (B+, 5 days), an increment in the temperature generates a falling glucose concentration for the process. This indicates that <I>A. niger</I> performs a better catalytic function at higher temperatures but, as the hydrolysis process improves, the microorganism suspends the task and begins to consume the glucose generated from the process.</font></P>     <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">The variance analysis presented in <a href="#tab3"> Table III</a> shows a second order trend for the process (quadratic effect), which means that the average value at the central condition surpasses the average values at the edges. This effect is added to the twisting produced by the interaction and thus, the trajectory from the low level to the high level presents a curvilinear behavior.</font></P>      <P style="word-spacing: 0; line-height: 100%" align="center"><a name="tab3"><img border="0" src="/img/fbpe/inci/v33n4/art15tab3.gif" width="509" height="213"></a></P>      
<P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2"><a href="#fig2">Figure 2</a> shows the glucose concentration response surface, and the twisting introduced by the quadratic term is apparent. Additionally, it can be observed that the process presents a maximum. The figure also shows the tendency of the glucose concentration to increase as the temperature increases. The results presented a maximum at three days for the different temperatures considered, however, a maximum is observed at 37ºC. The response surface is represented by:</font></P>      <P style="word-spacing: 0; line-height: 100%" align="justify"><img border="0" src="/img/fbpe/inci/v33n4/art15form1.gif" width="410" height="49"></P>     
<P style="word-spacing: 0; line-height: 100%" align="center"><a name="fig2"><img border="0" src="/img/fbpe/inci/v33n4/art15fig2.gif" width="580" height="536"></a></P>     
<P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">where T: temperature (ºC), and t: time (days).</font></P>      <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">The optimization process performed over the response surface proves that the optimal point for the process is presented at 37ºC and 2.75 days, with an expected final glucose concentration of 2584.33mg·l<SUP>-1</SUP>. This condition confirms that the enzymatic action of <I>A. niger</I> is more efficient at high temperatures, limited by the survival temperature of the biological element.</font></P> <B>    ]]></body>
<body><![CDATA[<P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">ACKNOWLEDGEMENTS</font></P> </B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">The authors thank G.E. Valencia, for help in quantifying glucose and acknowledge the support received by the Young Researchers Program, Direcci&oacute;n de Investigaciones y Proyectos, Universidad del Norte, Colombia.</font></P> <B>    <P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">REFERENCES</font></P> </B>    <!-- ref --><P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">1. Chen Y, Bai G (2007) Non-invasive blood glucose measurement system based on three wavelengths in near-infrared region. In <I>5<SUP>th</SUP> Int. Conf.</I> <I>Photonics and Imaging in Biology and Medicine. Proc. SPIE 6534, part 2: </I>653-680.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1068549&pid=S0378-1844200800040001500001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><P style="word-spacing: 0; line-height: 100%" align="justify"><font face="Verdana" size="2">2. Inloes D, Taylor D (1983) Ethanol production by <I>Saccharomyces cerevisiae</I> immobilized in hollow-fiber membrane bioreactors. <I>Appl. Env. 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