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    <front>
        <journal-meta>
            <journal-id journal-id-type="publisher-id">PSJFS</journal-id>
            <journal-title-group>
                <journal-title>Potravinarstvo Slovak Journal of Food Sciences</journal-title>
                <abbrev-journal-title abbrev-type="pubmed">Potr. S. J. F. Sci.</abbrev-journal-title>
            </journal-title-group>
            <issn pub-type="ppub">1338-0230</issn>
            <issn pub-type="epub">1337-0960</issn>
            <publisher>
                <publisher-name>Association HACCP Consulting</publisher-name>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="publisher-id">PSJFS-13-1-477</article-id>
            <article-id pub-id-type="doi">10.5219/995</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>ARTICLE</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>DETERMINATION OF HMW - GS IN WHEAT USING SDS - PAGE AND LAB-ON-CHIP METHODS</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-9307-9130</contrib-id>
                    <name>
                        <surname>Hloz&#x00E1;kov&#x00E1;</surname>
                        <given-names>T&#x00ED;mea Ku&#x0165;ka</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff1" />
                </contrib>
                <contrib contrib-type="author">
                    <contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-7709-5082</contrib-id>
                    <name>
                        <surname>Gregov&#x00E1;</surname>
                        <given-names>Edita</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff2" />
                </contrib>
                <contrib contrib-type="author">
                    <contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-1401-3294</contrib-id>
                    <name>
                        <surname>&#x0160;likov&#x00E1;</surname>
                        <given-names>Svetlana</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff3" />
                </contrib>
                <contrib contrib-type="author">
                    <contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-0349-4363</contrib-id>
                    <name>
                        <surname>G&#x00E1;lov&#x00E1;</surname>
                        <given-names>Zdenka</given-names>
                    </name>
                    <xref ref-type="corresp" rid="cor1">&#x002A;</xref>
                </contrib>
                <contrib contrib-type="author">
                    <contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-4653-0683</contrib-id>
                    <name>
                        <surname>Ch&#x0148;apek</surname>
                        <given-names>Milan</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff5" />
                </contrib>
                <contrib contrib-type="author">
                    <contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-5611-415X</contrib-id>
                    <name>
                        <surname>Dr&#x00E1;bekov&#x00E1;</surname>
                        <given-names>Janka</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff6" />
                </contrib>
                <aff id="aff1">
                    <institution>T&#x00ED;mea Ku&#x0165;ka Hloz&#x00E1;kov&#x00E1;, Slovak University of Agriculture, Faculty of Biotechnology and Food Sciences, Department of Biochemistry and Biotechnology, Tr. A. Hlinku 2, 949 76 Nitra, Slovakia, Tel.: +421904687373, E-mail: Timea.Kutka.Hlozakova@gmail.com</institution>
                </aff>
                <aff id="aff2">
                    <institution>Edita Gregov&#x00E1;, National Agricultural and Food centre, Research Institute of Plant Production, Bratislavsk&#x00E1; cesta 122, 921 68 Pie&#x0161;&#x0165;any, Slovakia, Tel.: +421915558235, E-mail: gregova@vurv.sk</institution>
                </aff>
                <aff id="aff3">
                    <institution>Svetlana &#x0160;likov&#x00E1;, National Agricultural and Food centre, Research Institute of Plant Production, Bratislavsk&#x00E1; cesta 122, 921 68 Pie&#x0161;&#x0165;any, Slovakia, Tel.: +421337722311, E-mail: slikova@vurv.sk</institution>
                </aff>
                <aff id="aff5">
                    <institution>Milan Ch&#x0148;apek, Slovak University of Agriculture, Faculty of Biotechnology and Food Sciences, Department of Biochemistry and Biotechnology, Tr. A. Hlinku 2, 949 76 Nitra, Slovakia, Tel.: +421905734983, E-mail: Milan.Ch@apek@uniag.sk</institution>
                </aff>
                <aff id="aff6">
                    <institution>Janka Dr&#x00E1;bekov&#x00E1;, Slovak University of Agriculture, Faculty of Economics and Management, Department of Mathematics, Tr. A. Hlinku 2, 949 76 Nitra, Slovakia, Tel.: +421949394599, E-mail: Janka.Drabekova@uniag.sk</institution>
                </aff>
            </contrib-group>
            <author-notes>
                <corresp id="cor1">
                    <label>&#x002A;</label>Corresponding author: Zdenka G&#x00E1;lov&#x00E1;, Slovak University of Agriculture, Faculty of Biotechnology and Food Sciences, Department of Biochemistry and Biotechnology, Tr. A. Hlinku 2, 949 76 Nitra, Slovakia, Tel.: <phone>+421908629403</phone>, E-mail: <email xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Zdenka.Galova@uniag.sk">Zdenka.Galova@uniag.sk</email></corresp>
            </author-notes>
            <pub-date pub-type="ppub">
                <month>1</month>
                <year>2019</year>
            </pub-date>
            <volume>13</volume>
            <issue>1</issue>
            <fpage>477</fpage>
            <lpage>481</lpage>
            <history>
                <date date-type="received">
                    <day>27</day>
                    <month>11</month>
                    <year>2018</year>
                </date>
                <date date-type="accepted">
                    <day>9</day>
                    <month>5</month>
                    <year>2019</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>&#x00A9; Association HACCP Consulting. All rights reserved.</copyright-statement>
                <copyright-year>2019</copyright-year>
                <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">
                    <license-p>This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (<uri xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">http://creativecommons.org/licenses/by-nc/3.0</uri>) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <abstract>
                <p>SDS-PAGE is widely used to determine the amounts of the different gluten protein types. However, this method is time-consuming, especially at early stages of wheat breeding, when large number of samples needs to be analyzed. On the other hand, LoC (Lab-on-Chip) technique has the potential for a fast, reliable, and automatable analysis of proteins. Benefits and limitations of Lab-on-Chip method over SDS-PAGE method in gluten proteins evaluation were explored in order to determine in which way LoC method should be improved in order to make its results more compliant with the results of SDS-PAGE. Chip electrophoresis provides a very good reproducibility of HMW-GS patterns. Moreover this approach is much faster than the conventional SDS-PAGE methods requiring several hours for an analysis. Another advantage over traditional gel electrophoresis is lower sample and reagent volume requirements, as well as specialized protein standards for accurate reproducibility and quantification. In the present study, we identified novel complex allele located at the locus <italic>Glu-1B</italic>.</p>
            </abstract>
            <kwd-group>
                <kwd>wheat</kwd>
                <kwd>HMW-GS</kwd>
                <kwd>SDS-PAGE</kwd>
                <kwd>LoC</kwd>
            </kwd-group>
        </article-meta>
    </front>
    <body>
        <sec sec-type="intro">
            <title>INTRODUCTION</title>
            <p>Wheat (<italic>Triticum</italic>) is one of the key crops for nutrition, being the second most grown crop in 2016 with a global production of 749.3 million tons (<xref ref-type="bibr" rid="b5">FAO, 2017</xref>). Mainly hexaploid bread wheat or common wheat (<italic>Triticum aestivum</italic> L.) is used as forage and for bread making pointing out the economic importance of these varieties as well as durum wheat (<italic>Triticum durum</italic> L.), a tetraploid species, especially used for pasta (<xref ref-type="bibr" rid="b3">Cauvain and Young, 2003</xref>). It is generally known, that wheat gluten has a major effect on the end-use quality of baking industry products, since it is responsible for the visco-elastic properties of the dough. This protein macromolecule is composed of two components, gliadins and glutenins. Gliadins are responsible for the extensibility of dough, whereas glutenins for the dough elasticity (<xref ref-type="bibr" rid="b19">Payne et al., 1984</xref>). Glutenins are classed as high molecular weight (HMW) encoded at <italic>Glu</italic>-1 loci and low molecular weight (LMW) encoded at <italic>Glu</italic>-3 loci. HMW glutenin subunits are further subdivided into high M<sub>r</sub> x &#x2013; type with 80 &#x2013; 88 kDa and low M<sub>r</sub> y &#x2013; type with 67 &#x2013; 73 kDa subunits (<xref ref-type="bibr" rid="b20">Payne, Holt and Law, 1981</xref>).</p>
            <p>Correlations and genetic studies of HMW-GS (<xref ref-type="bibr" rid="b22">Payne et al., 1987</xref>) established subunits with both positive (5 +10) and negative (2 +12) effects on bread making quality. Other allelic variant pairs showed similar results (<xref ref-type="bibr" rid="b22">Payne et al., 1987</xref>). In general, a null at <italic>Glu-1A</italic> locus, subunit 6 +8 encoded at <italic>Glu-1B</italic> and 2 +12 at <italic>Glu-1D</italic> are negatively related with the quality parameters (<xref ref-type="bibr" rid="b27">Weegels, Hamer and Schofield, 1995</xref>). The highest polymorphism of HMW &#x2013; GS is regularly detected on 1B chromosome (<xref ref-type="bibr" rid="b15">Li et al., 2010;</xref> <xref ref-type="bibr" rid="b6">Gregov&#xE1; et al., 2011;</xref> <xref ref-type="bibr" rid="b7">Hern&#xE1;ndez et al., 2012;</xref> <xref ref-type="bibr" rid="b14">Ku&#x165;ka Hloz&#xE1;kov&#xE1;, Gregorov&#xE1; and G&#xE1;lov&#xE1;, 2015</xref>). A scoring system for HMW-GS has been developed (<xref ref-type="bibr" rid="b22">Payne et al., 1987</xref>) as the sum of the contributions of each of the three HMW-GS loci. The breeder particularly needs this information to predict the dough-strength potential of the large numbers of lines involved at the earliest stages of breeding, thus to ensure that the poor-quality lines are not unnecessarily propagated. In officially accepted food testing procedures (<xref ref-type="bibr" rid="b28">Wrigley, 1992</xref>), SDS &#x2013; PAGE is used to assess this presence and quantity.</p>
            <p>However, the traditional SDS-PAGE method for analysing glutenin subunit composition has several disadvantages. For instance, SDS-PAGE is time-consuming and includes a number of necessary manual steps, such as staining, destaining, imaging, analyzing (<xref ref-type="bibr" rid="b9">Hsieh and Chen, 2007</xref>). Quantification can also be difficult (<xref ref-type="bibr" rid="b8">Hou and Ng, 1995</xref>) and one of the used chemical is acrylamide, a potential neurotoxin. The new, promising, fast electrophoretic technique for protein examinations is a microfluidic or Lab-on-Chip (LoC) method, which allows the integration of electrophoretic separation, staining, destaining, and fluorescence detection into a single process which can be combined with data analysis. This new technique is comparable to time consuming SDS-PAGE stained with standard Coomassie in sensitivity, sizing accuracy and reproducibility (<xref ref-type="bibr" rid="b13">Kuschel et al., 2002</xref>). However, the sizing accuracy of SDS-PAGE and chip &#x2013; based analysis depend on the protein characteristics and may therefore vary for individual proteins. Some proteins may not migrate according to their molecular weight. In general, the sizing reproducibility of the LoC method is excellent, commonly achieving a sizing reproducibility of 5% or better (<xref ref-type="bibr" rid="b12">Kuschel, 2000</xref>).</p>
            <sec>
                <title>Scientific hypothesis</title>
                <p>This aim of this work was to explore the possibilities of application of novel LoC method for analysis of glutenin subunits in comparison to SDS-PAGE, especially for HMW-GS, isolated from European common wheat varieties, where novel HMW-GS were found.</p>
            </sec>
        </sec>
        <sec sec-type="materials|methods">
            <title>MATERIAL AND METHODOLOGY</title>
            <sec>
                <title>Plant material</title>
                <p>The European wheat genotypes used in this study were obtained from the collection of wheat genetic resources maintained in the Gene Bank of the Slovak Republic (National Agricultural and Food centre, Plant Production Research Center, Pie&#x161;&#x165;any).</p>
            </sec>
            <sec>
                <title>Protein extraction and SDS-PAGE</title>
                <p>Seed storage proteins were isolated from the endosperm of intact, dry and mature single seeds. There were analysed one hundred individual grains from each genotype. Seed homogenization was carried out by grinding. Glutenins were extracted by standard referee method ISTA and were performed by discontinuous PAGE based on ISTA methodology (<xref ref-type="bibr" rid="b28">Wrigley, 1992</xref>) using the electrophoretic unit Protean II (BioRad). Protein fractions were stained by Coomassie Brilliant Blue R &#x2013; 250. The separate gluten subunits were identified by the nomenclature of <xref ref-type="bibr" rid="b21">Payne and Lawrence (1983)</xref>.</p>
            </sec>
            <sec>
                <title>Protein separation on chip electrophoresis</title>
                <p>The commercial Agilent Protein 230 analysis kit and the 2100 Expert software were used for the glutenin fractionation. The Agilent automated electrophoresis system applies a combination of microfluidic separation technology and sensitive fluorescent detection of proteins. It automatically performs all steps of gel-based electrophoresis (sample separation, staining, destaining, imaging, band detection, data analysis). The analysis of each chip takes 30 min for a set of ten samples. The 2100 Expert software displays the separation results in both the electrophoreogram (peak) and simulated gel views.</p>
            </sec>
        </sec>
        <sec sec-type="results|discussion">
            <title>RESULTS AND DISCUSSION</title>
            <p>Protein content and composition are key parameters related to various aspects of end-use quality of bread wheat (<italic>T. aestivum</italic> L). The classification of these proteins into solubility groups is used in the nomenclature for a long time. The UPOV method (<xref ref-type="bibr" rid="b28">Wrigley, 1992</xref>) for wheat variety differentiation is based on the comparison of Coomassie-stained polyacrylamide gels after one-step grain extraction of weight-matched single grains. For protein band assignment a system according to <xref ref-type="bibr" rid="b21">Payne and Lawrence (1983)</xref> is accepted where molecular weights of the subunits were determined by SDS-PAGE and the largest HMW-GS, in terms of molecular weights, got the lowest number (Figure <xref ref-type="fig" rid="F1">1a</xref>, Figure <xref ref-type="fig" rid="F1">1b</xref>). Typically, only HMW-GS with a molecular weight larger than 100 kDa are considered for variety assignment.</p>
            <fig id="F1" position="float">
                <label>Figure 1</label>
                <caption>
                    <p>Comparison of the protein patterns of chosen varieties from chip electrophoresis (a) and SDS-PAGE (b).</p>
                </caption>
                <graphic xlink:href="PSJFS-13-1-477_F1.jpg"/>
            </fig>
            <p>Protein sizing with the chip-based protein analysis system was performed by running the protein sizing standard on each chip from a designated well. Following the analysis of this sizing standard, the software generated a standard curve of the measured migration time versus the known molecular weight of each standard protein which was used to determine the size of each of the proteins detected within the sample (<xref ref-type="bibr" rid="b13">Kuschel et al., 2002</xref>). Internal standards, the lower and upper marker, were included in each sample. The protein 230 assay exhibited clear protein patterns in the desired molecular weight range between 14 and 230 kDa which was moreover similar to the SDS-PAGE pattern. Distinct molecular weights could be assigned to interesting protein signals (Figure <xref ref-type="fig" rid="F2">2</xref>). Therefore, the protein 230 assay was chosen for all further experiments. It is obvious that color intensity of protein bands is caused by concentration of individual HMW-GS.</p>
            <fig id="F2" position="float">
                <label>Figure 2</label>
                <caption>
                    <p>Electrophoreogram of chosen wheat variety Genoveva with HMW-GS identification.</p>
                </caption>
                <graphic xlink:href="PSJFS-13-1-477_F2.jpg"/>
            </fig>
            <p>In this study, the HMW-GS composition is known for all samples and Table <xref ref-type="table" rid="T1">1</xref> lists the names of the wheat varieties together with all HMW-GS. Nevertheless, it has to be mentioned that the determined molecular weights were, in all cases, higher than those derived from SDS-PAGE. Six protein bands corresponding to HMW-GS were in a molecular weight range from 100 to 220 kDa which is in accordance with findings <xref ref-type="bibr" rid="b17">Marchetti-Deschmann et al. (2011);</xref> <xref ref-type="bibr" rid="b1">Bal&#xE1;zs et al. (2011)</xref> and <xref ref-type="bibr" rid="b11">Ch&#x148;apek et al. (2015)</xref>. This fact was already observed for the first generation of CGE-on-a-chip protein assays (protein 200+) (<xref ref-type="bibr" rid="b25">Uthayakumaran, Batey and Wrigley, 2005;</xref> <xref ref-type="bibr" rid="b26">Uthayakumaran et al., 2006</xref>) where the authors could assign certain HMW-GS to distinct peaks based on the analysis of wheat mutants lacking certain alleles. The determination of higher molecular weights for the extracted proteins can only be explained by a lower electrophoretic mobility of the HMW-GS in the given capillary-based gel system caused maybe by interaction of the proteins with the capillary walls or hindered mobility of protein aggregates in miniaturized systems. Additionally, some of the HMW-GS are migrating in a different order in comparison to SDS-PAGE.</p>
            <table-wrap id="T1" position="float">
                <label>Table 1</label>
                <caption>
                    <p>Determined molecular weights for proteins extracted by single-grain extraction by means of SDS-PAGE and Lab-on-chip analysis.</p>
                </caption>
                <table frame="hsides" rules="none" width="100%">
                    <thead>
                        <tr>
                            <th align="left">HMW &#x2013; GS</th>
                            <th align="left">SDS &#x2013; PAGE (kDa)</th>
                            <th align="left">SDS &#x2013; PAGE (kDa)</th>
                        </tr>
                        <tr>
                            <th colspan="3">
                                <hr/>
                            </th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td><bold>1</bold></td>
                            <td>113</td>
                            <td>206 &#x2013; 212</td>
                        </tr>
                        <tr>
                            <td><bold>2</bold></td>
                            <td>108</td>
                            <td>214 &#x2013; 216</td>
                        </tr>
                        <tr>
                            <td><bold>2&#x002A;</bold></td>
                            <td>108</td>
                            <td>205</td>
                        </tr>
                        <tr>
                            <td><bold>5</bold></td>
                            <td>105</td>
                            <td>216 &#x2013; 224</td>
                        </tr>
                        <tr>
                            <td><bold>6</bold></td>
                            <td>100</td>
                            <td>180</td>
                        </tr>
                        <tr>
                            <td><bold>6.5</bold></td>
                            <td>99</td>
                            <td>159</td>
                        </tr>
                        <tr>
                            <td><bold>7</bold></td>
                            <td>98</td>
                            <td>169 &#x2013; 188</td>
                        </tr>
                        <tr>
                            <td><bold>17</bold></td>
                            <td>90</td>
                            <td>171</td>
                        </tr>
                        <tr>
                            <td><bold>18</bold></td>
                            <td>89</td>
                            <td>138</td>
                        </tr>
                        <tr>
                            <td><bold>7.5</bold></td>
                            <td>88</td>
                            <td>146</td>
                        </tr>
                        <tr>
                            <td><bold>8</bold></td>
                            <td>86</td>
                            <td>148 &#x2013; 153</td>
                        </tr>
                        <tr>
                            <td><bold>9</bold></td>
                            <td>83</td>
                            <td>130</td>
                        </tr>
                        <tr>
                            <td><bold>10</bold></td>
                            <td>82</td>
                            <td>126 &#x2013; 134</td>
                        </tr>
                        <tr>
                            <td><bold>12</bold></td>
                            <td>80</td>
                            <td>129 &#x2013; 131</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <p>Figure <xref ref-type="fig" rid="F1">1a</xref> a Figure <xref ref-type="fig" rid="F1">1b</xref> show the inverted migration order of HMW-GS numbers 5 and 1. This finding corroborates the assumption that the electrophoretic mobility of HMW-GS is highly affected by the chosen capillary-based separation system. One possible explanation can be the fact that glutenins are glycine- and glutamine-rich proteins (&#x3E;50% of amino acids composition) with average isoelectric points of 5 to 6. It is a known fact that acidic proteins tend to bind SDS poorly (<xref ref-type="bibr" rid="b4">Eley et al., 1979</xref>) which subsequently affects electrophoretic mobility adversely. The phenomenon of changed migration order in electrophoresis was also already observed for non-miniaturized CGE systems (<xref ref-type="bibr" rid="b27">Weegels, Hamer and Schofield, 1995;</xref> <xref ref-type="bibr" rid="b23">Sutton and Bietz, 1997;</xref> <xref ref-type="bibr" rid="b2">Bean and Lookhart, 1999</xref>).</p>
            <p>Several authors used LoC method for identification and quantification HMW-GS in different wheat varieties (<xref ref-type="bibr" rid="b25">Uthayakumaran, Batey and Wrigley, 2005;</xref> <xref ref-type="bibr" rid="b26">Uthayakumaran et al., 2006;</xref> <xref ref-type="bibr" rid="b17">Marchetti-Deschmann et al. 2011</xref>), whereas <xref ref-type="bibr" rid="b1">Bal&#xE1;zs et al. (2011)</xref> confirmed that influence of environmental conditions on quantity of wheat protein subunits could be monitored using this method. <xref ref-type="bibr" rid="b10">Chanvrier, Uthayakumaran and Lillford (2007)</xref> followed the polymerization of protein of wheat gluten under processing such as extrusion, while <xref ref-type="bibr" rid="b16">Maforimbo et al. (2008)</xref> studied the interaction of glutenin subunits and soy proteins by LoC method. Furthermore, molecular weight and concentration of different compounds which are involved in biochemical processes such as nicotinamide adenine dinucleotide phosphate NAD(P)+ isolated from pea, soybean, and wheat proteins (<xref ref-type="bibr" rid="b18">Nagaoka, 2003</xref>) and Kunitz trypsin inhibitor in soybean varieties (<xref ref-type="bibr" rid="b24">Torbica et al., 2010</xref>) can be determined by the LoC method.</p>
        </sec>
        <sec sec-type="conclusion">
            <title>CONCLUSION</title>
            <p>The aim of this study was to evaluate a Lab-on-chip system for fast and reliable wheat variety control. During the study it turned out that the on-chip reproducibility of LoC system in terms of molecular weight determination and protein quantification is very good. Nevertheless, the fast analysis of one-step one grain extracts showed protein pattern which can directly be compared to SDS-PAGE performed according to UPOV method, the internationally accepted method for wheat control. This suggests that this method could be used as a high-throughput alternative for the time- and labour- consuming SDS-PAGE.</p>
        </sec>
    </body>
    <back>
        <ack>
            <title>Acknowledgments:</title>
            <p>This work was funded by VEGA project No1/0246/18 (50%) and KEGA project No 025SPU-4/2018 (50%).</p>
        </ack>
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