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<article article-type="research-article" dtd-version="3.0" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">GYA</journal-id>
			<journal-title-group>
				<journal-title>Grasas y Aceites</journal-title>
			</journal-title-group>
			<issn pub-type="epub">0017-3495</issn>
			<publisher>
				<publisher-name>Consejo Superior de Investigaciones Cientificas</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="publisher-id">GYA2013146_e145-0323161</article-id>
			<article-id pub-id-type="doi">10.3989/gya.0323161</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Articles</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Impact of olive oil usage on physical properties of chocolate fillings</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Impacto del uso del aceite de oliva en las propiedades f&#x00ED;sicas de relleno de chocolate</trans-title>
				</trans-title-group>
				<alt-title alt-title-type="running-head">Impact of olive oil usage on physical properties of chocolate fillings</alt-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author" corresp="yes">
					<name>
						<surname>Dias</surname>
						<given-names>J.M.</given-names>
					</name>
					<xref ref-type="aff" rid="AF0001">a</xref>
					<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Almeida</surname>
						<given-names>M.</given-names>
					</name>
					<xref ref-type="aff" rid="AF0001">a</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Adikevi&#269;ius</surname>
						<given-names>D.</given-names>
					</name>
					<xref ref-type="aff" rid="AF0002">b</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Andzevi&#269;ius</surname>
						<given-names>P.</given-names>
					</name>
					<xref ref-type="aff" rid="AF0002">b</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Alvarenga</surname>
						<given-names>N.B.</given-names>
					</name>
					<xref ref-type="aff" rid="AF0001">a</xref>
					<xref ref-type="aff" rid="AF0003">c</xref>
					<xref ref-type="aff" rid="AF0004">d</xref>
				</contrib>
			</contrib-group>
			<aff id="AF0001">
				<label>a</label>ESA, Instituto Polit&#x00E9;cnico de Beja, Rua de Pedro Soares, 7800-295 Beja, Portugal</aff>
			<aff id="AF0002">
				<label>b</label>Vilnius College/University of Applied Sciences, Saltoni&#x161;ki&#x0173; Str. 58, LT &#x2013; 08105 Vilnius, Lithuania</aff>
			<aff id="AF0003">
				<label>c</label>LEAF, Tapada da Ajuda, 1349-017 Lisbon, Portugal</aff>
			<aff id="AF0004">
				<label>d</label>GeoBioTec Research Institute, Universidade Nova de Lisboa. Campus da Caparica, 2829-516 Caparica, Portugal</aff>
			<author-notes>
				<corresp id="cor1"><label>&#x002A;</label>Corresponding author: <email xlink:href="joao.dias@ipbeja.pt">joao.dias@ipbeja.pt</email>
				</corresp>
			</author-notes>
			<pub-date pub-type="epub">
				<day>30</day>
				<month>09</month>
				<year>2016</year>
			</pub-date>
			<pub-date pub-type="collection">
				<year>2016</year>
			</pub-date>
			<volume>67</volume>
			<issue>3</issue>
			<elocation-id content-type="doi">10.3989/gya.0323161</elocation-id>
			<history>
				<date date-type="received">
					<day>05</day>
					<month>03</month>
					<year>2016</year>
				</date>
				<date date-type="accepted">
					<day>21</day>
					<month>04</month>
					<year>2016</year>
				</date>
			</history>
			<permissions>
				<copyright-statement>&#x00A9; 2016 CSIC</copyright-statement>
				<copyright-year>2016</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 (by-nc) Spain 3.0 License.</license-p>
				</license>
			</permissions>
			<abstract>
				<title>SUMMARY</title>
				<p>The development of a new olive oil based chocolate filling was carried out. In this study three different types of virgin olive oil were tested, in three different concentrations in the production of chocolate fillings. An instrumental analysis was carried out for chemical analyses, such as moisture and pH. The color analysis included the CIE 1976 L&#x002A;a&#x002A;b&#x002A; color space and RGB color space. The rheological analysis included the evaluation of flow curve, flow index (n), consistency (K) and dynamic moduli (G&#x2019; and G&#x2019;&#x2019;). No influence was detected on the moisture or pH of chocolate fillings, due to the concentration or type of olive oil. However, the use of olive oil decreased consistency from 1371 Pas<sup>n</sup> to 148 - 559 Pas<sup>n</sup>, even using olive oil concentrations of 20% w/w. Also, G&#x2019; registered a similar correlation, where a decrease was observed from 4.42 x 10<sup>6</sup> Pa to values around 1.70-2.51 x 10<sup>6</sup> Pa, for 20% w/w olive oil. The fillings presented a darker yellow-green color when using olive oil produced with Galega and Cordovil de Serpa varieties, but olive oil produced with the Arbequina variety did not affect color significantly, although further studies will be required to evaluate the impact of ripening stage.</p>
				</abstract>
				<trans-abstract xml:lang="es">
				<title>RESUMEN</title>
				<p><bold><italic>Impacto del uso del aceite de oliva en las propiedades f&#x00ED;sicas de relleno de chocolate</italic></bold>. Ha sido desarrollado un nuevo relleno basado en aceite de oliva. En este estudio se testaron tres tipos diferentes de aceite de oliva, en tres concentraciones diferentes en la producci&#x00F3;n de rellenos de chocolate. El an&#x00E1;lisis instrumental incluy&#x00F3; an&#x00E1;lisis qu&#x00ED;mico, como humedad y pH. El an&#x00E1;lisis del color incluy&#x00F3; el espacio CIE 1976 L&#x002A;a&#x002A;b&#x002A; y el espacio RGB. El an&#x00E1;lisis reol&#x00F3;gico incluy&#x00F3; la evaluaci&#x00F3;n del &#x00ED;ndice de flujo (n), consistencia (K) y m&#x00F3;dulos din&#x00E1;micos (G&#x2019; y G&#x2019;&#x2019;). Ni se detect&#x00F3; influencia en la humedad ni el pH de rellenos debido a la concentraci&#x00F3;n o el tipo de aceite. Sin embargo, el uso de aceite de oliva disminuy&#x00F3; la consistencia desde 1371 Pas<sup>n</sup> a 148 - 559 Pas<sup>n</sup>, incluso usando concentraciones bajas de aceite como 20% m/m. Por otra parte, tambi&#x00E9;n G&#x2019; present&#x00F3; una correlaci&#x00F3;n similar, donde se observ&#x00F3; una disminuci&#x00F3;n de 4.42 x 10<sup>6</sup> Pa para valores alrededor de 1.70-2.51 x 10<sup>6</sup> Pa, tambi&#x00E9;n con 20% m/m aceite. Los rellenos presentaron un color m&#x00E1;s oscuro amarillo-verde cuando se utiliz&#x00F3; el aceite producido con las variedades Galega y Cordovil de Serpa, pero el aceite producido con la variedad Arbequina no afect&#x00F3; significativamente al color, no obstante, ser&#x00E1;n necesarios m&#x00E1;s estudios para evaluar el impacto de la maduraci&#x00F3;n.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
			<title>KEYWORDS</title>
				<kwd>Chocolate</kwd>
				<kwd>Color</kwd>
				<kwd>Filling</kwd>
				<kwd>Olive oil</kwd>
				<kwd>Rheology</kwd>
				<kwd>Viscosity</kwd>
				</kwd-group>
				<kwd-group xml:lang="es">
				<title>PALABRAS CLAVE</title>
				<kwd>Aceite de oliva</kwd>
				<kwd>Chocolate</kwd>
				<kwd>Color</kwd>
				<kwd>Relleno</kwd>
				<kwd>Reologia</kwd>
				<kwd>Viscosidad</kwd>
			</kwd-group>
		</article-meta>
	</front>
	<body>
		<sec id="S0001" sec-type="intro">
			<title>1. INTRODUCTION</title>
			<p>In handmade chocolates, the most common type of filling is &#x201C;ganache&#x201D;, a mixture of chocolate and cream, where other products can be added to improve flavor or shelf life. The &#x201C;ganache&#x201D; is a multiphase system and consists of an emulsion of two immiscible liquids, the water present in the cream and the fat present in cream, chocolate or other added products (Dias <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0007">2015</xref>). For greater stability, the emulsion must present yield stress and the forces applied by the disperse phase on the continuous phase (e.g. gravity and buoyant force) must be lower than the value of the yield stress (Rao, <xref ref-type="bibr" rid="CIT0023">2007</xref>). The use of cocoa butter and other fats in handmade chocolates is crucial to obtain a smooth and pleasant texture for the consumer but it also contributes to a longer shelf life, due to the lower moisture content (Saha and Bhattacharya, <xref ref-type="bibr" rid="CIT0025">2010</xref>). In addition, fat plays an important role in the overall sensory impression (Beckett, <xref ref-type="bibr" rid="CIT0004">2008</xref>) and in the stability of emulsions, due to fat crystallization, which prevents the sedimentation of water droplets by the formation of a three-dimensional network (Ushikubo and Cunha, <xref ref-type="bibr" rid="CIT0028">2014</xref>). However, one of the main components of chocolate is cocoa butter, where the saturated fatty acid content can represent about 62%&#x2013;65% of the total fatty acids (Torres-Moreno <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0027">2015</xref>). The possibility of a partial replacement of cocoa butter by another vegetable fat with greater benefits to health would represent an important advance in reducing the negative impacts of high density products, like chocolate or pastry. Virgin olive oil is one of the components of the Mediterranean diet and must be obtained from the fruit of the olive tree by mechanical or other physical means under conditions that do not lead to alterations in the oil (Franco <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0010">2014</xref>). Virgin olive oils include important elements like vitamins, phenolic compounds with antioxidant capacity, but are mainly composed of triacylglycerols (TAG), free fatty acids (FFA), together with other minor elements but have a positive impact on human health (Perona and Botham, <xref ref-type="bibr" rid="CIT0022">2013</xref>).</p>
			<p>The aim of this work was the evaluation of appearance, rheological behavior and physical properties of fillings using olive oil as a partial chocolate replacement. Several samples were produced using cream, white chocolate and olive oil in different concentrations and from different varieties of olives. In addition, a sample of chocolate filling with no added olive oil was used as the control sample.</p>
		</sec>
		<sec id="S0002" sec-type="materials|methods">
			<title>2. MATERIALS AND METHODS</title>
			<sec id="S20003">
				<title>2.1. Preparation of samples</title>
				<p>Nine different fillings were produced in a local confectionery (Sugar Bloom/Mestre Cacau, Beja, Portugal), using white chocolate (SicaoCDW-U2630-557), cream (30% fat) and three different references of olive oil at three different concentrations (20%, 25% and 30% w/w), as described in <xref ref-type="table" rid="T0001">Table 1</xref>. The preparation of fillings started by heating the cream up to 100 &#x00B0;C, using a heating plate provided with a magnetic stirrer. After that, the heating plate was turned off and white chocolate and olive oil were added to the mixture using a double-blade hand blender to homogenize, according to the percentages presented in <xref ref-type="table" rid="T0002">Table 2</xref>. A control sample was also prepared, with no olive oil. Finally, the fillings were kept at 25 &#x00B0;C for twenty-four hours to totally crystallize the cocoa butter included in the white chocolate.
</p>
				<table-wrap id="T0001">
					<label>Table 1</label>
					<caption>
						<p>Characterization of olive oil</p>
					</caption>
					<table frame="hsides" rules="groups">
						<thead>
							<tr>
								<th align="left">Olive oil</th>
								<th align="center">Type of olive oil</th>
								<th align="center">Predominant varieties of olives</th>
								<th align="center">Origin</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">GC</td>
								<td align="left">Virgin olive oil</td>
								<td align="left"><italic>Galega</italic> and <italic>Cordovil de Serpa</italic></td>
								<td align="left">Portugal</td>
							</tr>
							<tr>
								<td align="left">Arb</td>
								<td align="left">Virgin olive oil</td>
								<td align="left"><italic>Arbequina</italic></td>
								<td align="left">Spain</td>
							</tr>
							<tr>
								<td align="left">ArbD</td>
								<td align="left">Bleached olive oil</td>
								<td align="left"><italic>Arbequina</italic></td>
								<td align="left">Spain</td>
							</tr>
						</tbody>
					</table>
				</table-wrap>
				<table-wrap id="T0002">
					<label>Table 2</label>
					<caption>
						<p>Formulation of fillings</p>
					</caption>
					<table frame="hsides" rules="groups">
						<thead>
							<tr>
								<th align="left" rowspan="3" valign="bottom">Sample code</th>
								<th align="center" rowspan="3" valign="bottom">Cream<break/>(% w/w)</th>
								<th align="center" rowspan="3" valign="bottom">Chocolate<break/>(% w/w)</th>
								<th align="center" colspan="3">Olive oil</th>
							</tr>
							<tr>
								<th colspan="3"><hr/></th>
							</tr>
							<tr>
								<th align="center">GC<break/>(% w/w)</th>
								<th align="center">Arb<break/>(% w/w)</th>
								<th align="center">ArbD<break/>(% w/w)</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">A0 (Control)</td>
								<td align="center">20</td>
								<td align="center">80</td>
								<td align="center">-</td>
								<td align="center">-</td>
								<td align="center">-</td>
							</tr>
							<tr>
								<td align="left">A20GC</td>
								<td align="center">20</td>
								<td align="center">60</td>
								<td align="center">20</td>
								<td align="center">-</td>
								<td align="center">-</td>
							</tr>
							<tr>
								<td align="left">A20Arb</td>
								<td align="center">20</td>
								<td align="center">60</td>
								<td align="center">-</td>
								<td align="center">20</td>
								<td align="center">-</td>
							</tr>
							<tr>
								<td align="left">A20ArbD</td>
								<td align="center">20</td>
								<td align="center">60</td>
								<td align="center">-</td>
								<td align="center">-</td>
								<td align="center">20</td>
							</tr>
							<tr>
								<td align="left">A25GC</td>
								<td align="center">20</td>
								<td align="center">55</td>
								<td align="center">25</td>
								<td align="center">-</td>
								<td align="center">-</td>
							</tr>
							<tr>
								<td align="left">A25Arb</td>
								<td align="center">20</td>
								<td align="center">55</td>
								<td align="center">-</td>
								<td align="center">25</td>
								<td align="center"/>
							</tr>
							<tr>
								<td align="left">A25ArbD</td>
								<td align="center">20</td>
								<td align="center">55</td>
								<td align="center">-</td>
								<td align="center">-</td>
								<td align="center">25</td>
							</tr>
							<tr>
								<td align="left">A30GC</td>
								<td align="center">20</td>
								<td align="center">50</td>
								<td align="center">30</td>
								<td align="center">-</td>
								<td align="center">-</td>
							</tr>
							<tr>
								<td align="left">A30Arb</td>
								<td align="center">20</td>
								<td align="center">50</td>
								<td align="center">-</td>
								<td align="center">30</td>
								<td align="center">-</td>
							</tr>
							<tr>
								<td align="left">A30ArbD</td>
								<td align="center">20</td>
								<td align="center">50</td>
								<td align="center">-</td>
								<td align="center">-</td>
								<td align="center">30</td>
							</tr>
						</tbody>
					</table>
				</table-wrap>
				<p>The olive oil reference &#x201C;ArbD&#x201D; started with a bleaching process of virgin olive oil &#x201C;Arb&#x201D;. Virgin oil &#x201C;Arb&#x201D; was stirred with 2% w/w bleaching earth SepiGel Natural 200RF (Sepiolsa) for 120 min at 60 &#x00B0;C. At the end of the bleaching process, the mixture was filtered using a Macherey-Nagel MN321 paper filter (7&#x2013;12 &#x00B5;m) and stored at 20 &#x00B0;C in an Erlenmeyer flask covered with aluminum foil.</p>
			</sec>
			<sec id="S20004">
				<title>2.2. Chemical analysis</title>
				<p>The pH was evaluated at 20 &#x00B1; 1 &#x00B0;C using a Metrohm 691 pH Meter (Switzerland). Moisture content was evaluated using method 931.04 (AOAC, <xref ref-type="bibr" rid="CIT0003">1990</xref>). Determinations were made five times.</p>
			</sec>
			<sec id="S20005">
				<title>2.3. Color analysis</title>
				<sec>
					<title>2.3.1. Digital image analysis</title>
					<p>The image analysis procedure of the prepared fillings was based on the literature (Briones and Aguilera, <xref ref-type="bibr" rid="CIT0006">2005</xref>; Nopens <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0020">2008</xref>). An image analysis set up was built, using a Sony DSC-H50 digital camera (aperture <italic>f</italic> /7,1, exposure 1/13 s, ISO-400, no zoom, no flash, 3456 x 2592 pixel, JPEG format 24-bit sRGB) and two CIE D<sub>65</sub> lamps (Phillips TL-D 18W/965, Netherlands). The sample was placed on a blank sheet of paper, the camera was placed vertically 10 cm above the sample and both lamps were placed at 42 cm from the sample with an angle of 45&#x00B0; to avoid shadows on the sample (<xref ref-type="fig" rid="F0001">Figure 1</xref>). The image was standardized with a Minolta CR-A43 white ceramic plate (Y= 92.7, x = 0.3159, y = 0.3324). The images were collected in quintuplicate and analyzed using the software IMAQ Vision Builder (National instruments, USA). The first step was the extraction of the Region of Interest (ROI) of each image, corresponding to the surface of the chocolate fillings (<xref ref-type="fig" rid="F0002">Figure 2</xref>). The second step was the adjustment of brightness and contrast, using the Minolta standardized white plate. Finally, the third step was the RGB analysis of the ROI. The value of luminance (Y) was calculated using RGB values, as presented in <xref ref-type="other" rid="M1">Eq. (1)</xref>, according to Recommendation ITU-R BT.601-7:<disp-quote id="M1">
							<p>Y = int (0.299R + 0.587G + 0.114B)&#x2003;&#x2003;&#x2003;&#x2003;(1)</p>
						</disp-quote>
					</p>
					<fig id="F0001">
						<label>Figure 1</label>
						<caption>
							<p>Digital image analysis set up.</p>
						</caption>
						<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013146_e145-0323161-g001.tif"/>
					</fig>
					<fig id="F0002">
						<label>Figure 2</label>
						<caption>
							<p>Digital image of chocolate fillings.</p>
						</caption>
						<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013146_e145-0323161-g002.tif"/>
					</fig>
				</sec>
				<sec>
					<title>2.3.2. Colorimeter</title>
					<p>The color of the fillings was evaluated using a Minolta CR300 chroma-meter with an 8 mm-diameter measuring area, using diffuse illumination provided by a pulsed xenon arc lamp, and a 0&#x00B0; viewing angle. A calibration was made using a Minolta CR-A43 white calibration plate (Y= 92.7, x = 0.3134, y = 0.3195) set to CIE standard illuminate C. Absolute measurements were taken in quintuplicate and recorded as CIE 1976 L&#x002A;a&#x002A;b&#x002A; color system. The parameter L&#x002A; is the lightness variable and ranges from 0 (black) to 100 (white), the chromaticity coordinate a&#x002A; ranges from green (negative) to red (positive), the chromaticity coordinate b&#x002A; ranges from blue (negative) to yellow (positive).</p>
					<p>The color of olive oil samples was evaluated based on recent investigations (Morell&#x00F3; <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0018">2003</xref>; Moyano <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0019">2008</xref>). The olive oil was stored in flasks covered with aluminium foil until color measurements were made, which were carried out in a spectrophotometer Lico 620 UV-Vis (Germany) using 50 mm path length cuvettes. The spectra ranged from 380 nm to 720 nm (&#x394;&#x3BB; = 10 nm), using a CIE illuminate C (halogen lamp) and 2&#x00B0; standard observer. This evaluation was made in quintuplicate. The tristimulus values were calculated according to CIE 1931 standards. The conversion to chromatic coordinates x,y,z was made according to Hunth and Pointer (<xref ref-type="bibr" rid="CIT0014">2011</xref>). The conversion to color system CIE 1976 L&#x002A;a&#x002A;b&#x002A; was made according to MacDougall (<xref ref-type="bibr" rid="CIT0017">2002</xref>).</p>
				</sec>
			</sec>
			<sec id="S20008">
				<title>2.4. Rheological analysis</title>
				<p>The viscosity measurement of olive oil was carried out with a VT 550 rotational viscometer (Thermo Haake, Germany), using the concentric cylinder MV-DIN at 20 &#x00B0;C. The tests were conducted with a controlled shear rate (from 200 to 1000s<sup>&#x2212;1</sup>). The obtained flow curves were evaluated according to the Newton model. Determinations were done in quintuplicate. The flow curves of the chocolate fillings were carried out with a VT 550 rotational viscometer (Thermo Haake, Germany) using cone-and-plate geometry at 20 &#x00B0;C. The measuring device was PK1 1&#x00B0; (10 mm &#x00D8;). Shear stress ranged from 10 to 1000 s<sup>&#x2212;1</sup>. Water was pumped into the jacketed vessel of the viscometer (Grant LTD6G) to control the temperature of the samples at 20 &#x00B1; 1 &#x00B0;C during measuring. The obtained flow curves were evaluated according to the rheological model of Ostwald, referred to also as the Power law model and used in previous studies on chocolate (Dias <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0007">2015</xref>). Determinations were made in quintuplicate. This model is represented in <xref ref-type="other" rid="M2">Eq. (2)</xref>:<disp-quote id="M2">
						<p>
							<italic>&#x3C3;</italic> = <italic>K &#x3B3; <sup>n</sup></italic>&#x2003;&#x2003;&#x2003;&#x2003;(2)</p>
					</disp-quote>
				</p>
				<p>Where &#x3C3; is the shear stress (Pa), <italic>K</italic> is consistency index (Pa.s<sup>n</sup>), &#x3B3; is the shear rate (s<sup>&#x2212;1</sup>) and <italic>n</italic> is the dimensionless flow behavior index.</p>
				<p>Small amplitude oscillatory measurements of chocolate fillings were performed using a controlled shear-strain rheometer (Malvern Kinexus lab+, England) connected to a refrigeration circuit with controlled temperature. The visco-elastic behavior of the fillings was evaluated at 20 &#x00B0;C using a 4&#x00B0;/40 mm cone and plate geometry and gap distance of 1 mm. First, excess sample was trimmed with a thin plastic blade and the sample was allowed to rest for 5 min for temperature equilibrium. Later, the linear visco-elastic region (LVR) was evaluated by performing a strain sweep (0.001%&#x2013;1000%) at a steady frequency of 1Hz. Finally, the dynamic frequency sweep was conducted applying a steady strain of 0.01%, within the LVR, from 0.001Hz to 100Hz. The rheological parameters for this study were the storage (G&#x2019;, in Pa) loss (G&#x2019;&#x2019;, in Pa) moduli.</p>
			</sec>
			<sec id="S20009">
				<title>2.5. Statistical analysis</title>
				<p>Average, standard deviation and 0.95 confidence interval values were determined. Experimental data was subjected to one-way ANOVA (pair-wise comparison of means with the Scheff&#x00E9; test) in order to find differences in samples with different concentrations of olive oil. The data was analyzed using Statistica 6.0 (Statsoft, Tulsa, USA). The principal component analysis (PCA) was carried in order to evaluate the importance of the use of olive oil in the production of the fillings (Alvarenga <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0002">2011</xref>).</p>
			</sec>
		</sec>
		<sec id="S0010" sec-type="results|discussion">
			<title>3. RESULTS AND DISCUSSION</title>
			<sec id="S20011">
				<title>3.1. Evaluation of olive oil</title>
				<p>The spectral power distribution of olive oils GC and Arb were similar and both presented lower transmittance values than ArbD in every wavelength. Both (GC and Arb) presented a maximum transmittance peak at 580&#x2013;600 nm followed by a decrease to 610 nm (<xref ref-type="fig" rid="F0003">Figure 3</xref>). In both cases the minimum valued was recorded at 670 nm, identified as the spectral range with the highest absorbance of pheophytin&#x201C;a&#x201D;, the major fraction of chlorophyll (Fuentes de Mendoza, <xref ref-type="bibr" rid="CIT0011">2013</xref>), and usually used to evaluate the chlorophyll content of olive oil (Morell&#x00F3; <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0018">2003</xref>). On the other hand, wavelength 470 nm was identified as the wavelength with the highest absorbance by lutein, the major fraction of carotenoids (Morell&#x00F3; <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0018">2003</xref>) presenting antioxidant activity and recommended to prevent some types of cancer (Lim&#x00F3;n <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0015">2015</xref>). These results indicate that olive oil GC presented the highest contents in chlorophyll and carotenoids, followed by Arb and finally ArbD.</p>
				<fig id="F0003">
					<label>Figure 3</label>
					<caption>
						<p>Spectral power distribution of olive oils (n=5).</p>
					</caption>
					<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013146_e145-0323161-g003.tif"/>
				</fig>
				<p>
					<xref ref-type="table" rid="T0003">Table 3</xref> presents the estimated tristimulus (XYZ) and CIE 1976 L&#x002A;a&#x002A;b&#x002A; values, based on the spectral power distribution. The tristimulus values presented significant differences (P&#x003C;0.05) among the three olive oils, according to the visual perception. The highest values were recorded for olive oil ArbD (lighter appearance) and the lowest were recorded for olive oil GC (darker appearance). Also, parameter L&#x002A; from CIE 1976 color space was the highest for ArbD (L&#x002A;=94.8), followed by Arb (L&#x002A;=78.7) and, finally, GC (L&#x002A;=56.5). Similar results for the Arbequina variety were observed by Moyano <italic>et al</italic>. (<xref ref-type="bibr" rid="CIT0019">2008</xref>). The observed L&#x002A;a&#x002A;b&#x002A; values were consistent with other studies on color analysis of olive oil, especially L&#x002A; and b&#x002A; parameters (Moyano <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0019">2008</xref>; P&#x00E9;rez <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0021">2003</xref>). The values of Arb were similar to the results of olive oils from the Extremadura region (Spain) produced with Morisca and Carrasque&#x00F1;a varieties (Fuentes de Mendoza, <xref ref-type="bibr" rid="CIT0011">2013</xref>). Parameter a&#x002A; presented the highest values for GC olive oil (a&#x002A;=3.6), followed by Arb (a&#x002A;= &#x2013; 6.4) and ArbD (a&#x002A;= &#x2013; 10.7). Parameter b&#x002A; presented positive values in all samples and the results of GC and ArbD were similar to olive oils using the Morisca and Carrasque&#x00F1;a varieties (Fuentes de Mendoza, <xref ref-type="bibr" rid="CIT0011">2013</xref>).
</p>
				<table-wrap id="T0003">
					<label>Table 3</label>
					<caption>
						<p>Physical evaluation of olive oils (n=5)</p>
					</caption>
					<table frame="hsides" rules="groups">
						<thead>
							<tr>
								<th align="left">Olive oil</th>
								<th align="center">X</th>
								<th align="center">Y</th>
								<th align="center">Z</th>
								<th align="center">L&#x002A;</th>
								<th align="center">a&#x002A;</th>
								<th align="center">b&#x002A;</th>
								<th align="center">Viscosity (mPa.s)</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">GC</td>
								<td align="center">24,8<break/>(0.12)</td>
								<td align="center">24,4<break/>(0.11)</td>
								<td align="center">0,2<break/>(0.0)</td>
								<td align="center">56,5<break/>(0.1)</td>
								<td align="center">3,6<break/>(0.0)</td>
								<td align="center">103,1<break/>(0.1)</td>
								<td align="center">87,16<break/>(0.4)</td>
							</tr>
							<tr>
								<td align="left">Arb</td>
								<td align="center">50,8<break/>(0.2)</td>
								<td align="center">54,3<break/>(0.2)</td>
								<td align="center">1,5<break/>(0.0)</td>
								<td align="center">78,7<break/>(0.1)</td>
								<td align="center">-6,4<break/>(0.0)</td>
								<td align="center">116,5<break/>(0.2)</td>
								<td align="center">92,26<break/>(0.7)</td>
							</tr>
							<tr>
								<td align="left">ArbD</td>
								<td align="center">79,8<break/>(3.9)</td>
								<td align="center">87,1<break/>(4.2)</td>
								<td align="center">57,1<break/>(2.7)</td>
								<td align="center">94,8<break/>(1.8)</td>
								<td align="center">-10,7<break/>(0.0)</td>
								<td align="center">34,0<break/>(0.6)</td>
								<td align="center">61,03<break/>(1.4)</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn>
							<p>Standard deviation is stated in parentheses.</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
				<p>The viscosity of olive oil ranged from 61.03 mPas (ArbD) to 92.26 mPas (Arb), similar to other results on virgin olive oils at 20 &#x00B0;C (Gila <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0012">2015</xref>). The lowest viscosity value was observed in the bleached olive oil ArbD (61.03 mPas).</p>
			</sec>
			<sec id="S20012">
				<title>3.2. Evaluation of chocolate fillings</title>
				<p>The moisture values of chocolate fillings ranged from 8.3% (A20ArbD) to 13.1% (A25Arb), as a consequence of the added cream. As shown in <xref ref-type="table" rid="T0004">Table 4</xref>, the results of moisture content of formulations using olive oil presented higher values than the control sample (P&#x003C;0.05), except for sample A20ArbD. However, no differences were expected due to the same cream content in all formulations and the same moisture content both in the white chocolate and the olive oil (&#x003C;1%w/w) used in the preparation of the samples. The results of moisture content were lower compared with other studies, due to the lower cream content (20% cream w/w), instead of the common value 30&#x2013;40% cream w/w (Wybauw, <xref ref-type="bibr" rid="CIT0029">2010</xref>). The pH values were lower in the control sample (pH=5.79). The formulations using olive oil presented pH values from 5.91 (A25GC) to 5.97 (A25ArbD, A30ArbD), but no correlation was observed between added olive oil and pH (P&#x2265;0.05). <xref ref-type="fig" rid="F0004">Figure 4</xref> presents the results of all chocolate fillings on the a&#x002A; and b&#x002A; components of the CIE 1976 color space. Based on the olive oil, the identification of three main clusters is noticeable: GC (lower values of a&#x002A; and higher values of b&#x002A;), Arb (central values of a&#x002A; and b&#x002A;) and Control/ArbD (higher values of a&#x002A; and lower values of b&#x002A;). The results of the colorimeter for the chocolate fillings presented higher L&#x002A; value for the control sample (L&#x002A;=82.0), with no addition of olive oil, and all results presented a negative correlation between added olive oil and L&#x002A; (<xref ref-type="table" rid="T0004">Table 4</xref>). This influence was most noted using GC olive oil, followed by Arb olive oil and less noted using ArbD olive oil, as a consequence of the L&#x002A; of the olive oil (<xref ref-type="table" rid="T0003">Table 3</xref>). Both parameters a&#x002A; and b&#x002A; were influenced by the type and concentration of olive oil. And, as expected, the highest shift from the control sample was observed when using GC olive oil at 30% w/w.
</p>
				<fig id="F0004">
					<label>Figure 4</label>
					<caption>
						<p>Color coordinates CIE 1976 a&#x002A; and b&#x002A; of chocolate fillings.</p>
					</caption>
					<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013146_e145-0323161-g004.tif"/>
				</fig>
				<table-wrap id="T0004">
					<label>Table 4</label>
					<caption>
						<p>Effect of type and concentration of olive oil on mean values (standard deviation) of physical and chemical properties of chocolate fillings (n=5)</p>
					</caption>
					<table frame="hsides" rules="groups">
						<thead>
							<tr>
								<th align="left">Sample code</th>
								<th align="center">Olive oil<break/>(% w/w)</th>
								<th align="center">Moisture<break/>(% w/w)</th>
								<th align="center">pH</th>
								<th align="center">L&#x002A;</th>
								<th align="center">a&#x002A;</th>
								<th align="center">b&#x002A;</th>
								<th align="center">Y</th>
								<th align="center">n</th>
								<th align="center">K<break/>(Pas<sup>n</sup>)</th>
								<th align="center">G&#x2019;<sub>1Hz</sub>
									<break/>(10<sup>6</sup> Pa)</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">A0 (control)</td>
								<td align="center">0</td>
								<td align="center">9.7<sup>cd</sup>
									<break/>(0.5)</td>
								<td align="center">5.74<sup>b</sup>
									<break/>(0.02)</td>
								<td align="center">82.0<sup>a</sup>
									<break/>(1.7)</td>
								<td align="center">-4.8<sup>b</sup>
									<break/>(0.1)</td>
								<td align="center">18.4<sup>de</sup>
									<break/>(0.4)</td>
								<td align="center">225<sup>a</sup>
									<break/>(0.6)</td>
								<td align="center">0.01<sup>b</sup>
									<break/>(0.01)</td>
								<td align="center">1371<sup>a</sup>
									<break/>(130)</td>
								<td align="center">4.42<sup>a</sup>
									<break/>(0.97)</td>
							</tr>
							<tr>
								<td align="left">A20GC</td>
								<td align="center">20</td>
								<td align="center">12.2<sup>ab</sup>
									<break/>(0.7)</td>
								<td align="center">5.94<sup>a</sup>
									<break/>(0.04)</td>
								<td align="center">76.4<sup>c</sup>
									<break/>(0.5)</td>
								<td align="center">-6.8<sup>cd</sup>
									<break/>(0.1)</td>
								<td align="center">22.8<sup>c</sup>
									<break/>(0.6)</td>
								<td align="center">214<sup>ab</sup>
									<break/>(6.2)</td>
								<td align="center">0.15<sup>ab</sup>
									<break/>(0.03)</td>
								<td align="center">447<sup>bc</sup>
									<break/>(84)</td>
								<td align="center">2.51 <sup>b</sup>
									<break/>(0.22)</td>
							</tr>
							<tr>
								<td align="left">A25GC</td>
								<td align="center">25</td>
								<td align="center">10.9<sup>bc</sup>
									<break/>(0.9)</td>
								<td align="center">5.91<sup>a</sup>
									<break/>(0.01)</td>
								<td align="center">69.2<sup>efg</sup>
									<break/>(0.5)</td>
								<td align="center">-8.7<sup>e</sup>
									<break/>(0.1)</td>
								<td align="center">26.8<sup>b</sup>
									<break/>(0.6)</td>
								<td align="center">202<sup>c</sup>
									<break/>(5.4)</td>
								<td align="center">0.25<sup>a</sup>
									<break/>(0.01)</td>
								<td align="center">93<sup>d</sup>
									<break/>(14)</td>
								<td align="center">0.37<sup>d</sup>
									<break/>(0.07)</td>
							</tr>
							<tr>
								<td align="left">A30GC</td>
								<td align="center">30</td>
								<td align="center">11.7<sup>ab</sup>
									<break/>(0.4)</td>
								<td align="center">5.93<sup>a</sup>
									<break/>(0.03)</td>
								<td align="center">67.7<sup>g</sup>
									<break/>(1.7)</td>
								<td align="center">-8.7<sup>e</sup>
									<break/>(0.2)</td>
								<td align="center">32.3<sup>a</sup>
									<break/>(1.6)</td>
								<td align="center">178<sup>d</sup>
									<break/>(2.2)</td>
								<td align="center">0.18<sup>ab</sup>
									<break/>(0.03)</td>
								<td align="center">159<sup>cd</sup>
									<break/>(28)</td>
								<td align="center">0.28<sup>d</sup>
									<break/>(0.05)</td>
							</tr>
							<tr>
								<td align="left">A20Arb</td>
								<td align="center">20</td>
								<td align="center">12.3<sup>ab</sup>
									<break/>(0.5)</td>
								<td align="center">5.93<sup>a</sup>
									<break/>(0.06)</td>
								<td align="center">76.2<sup>c</sup>
									<break/>(0.3)</td>
								<td align="center">-6.3<sup>c</sup>
									<break/>(0.1)</td>
								<td align="center">18.8<sup>d</sup>
									<break/>(0.5)</td>
								<td align="center">214<sup>ab</sup>
									<break/>(7.7)</td>
								<td align="center">0.13<sup>ab</sup>
									<break/>(0.13)</td>
								<td align="center">559<sup>b</sup>
									<break/>(321)</td>
								<td align="center">2.17<sup>bc</sup>
									<break/>(0.16)</td>
							</tr>
							<tr>
								<td align="left">A25Arb</td>
								<td align="center">25</td>
								<td align="center">13.1<sup>a</sup>
									<break/>(0.2)</td>
								<td align="center">5.95<sup>a</sup>
									<break/>(0.04)</td>
								<td align="center">70.5<sup>de</sup>
									<break/>(0.3)</td>
								<td align="center">-7.2<sup>d</sup>
									<break/>(0.1)</td>
								<td align="center">21.5<sup>c</sup>
									<break/>(0.4)</td>
								<td align="center">212<sup>bc</sup>
									<break/>(5.0)</td>
								<td align="center">0.19<sup>a</sup>
									<break/>(0.08)</td>
								<td align="center">150<sup>cd</sup>
									<break/>(21)</td>
								<td align="center">1.01<sup>bcd</sup>
									<break/>(0.63)</td>
							</tr>
							<tr>
								<td align="left">A30Arb</td>
								<td align="center">30</td>
								<td align="center">11.2<sup>cd</sup>
									<break/>(0.6)</td>
								<td align="center">5.91<sup>a</sup>
									<break/>(0.04)</td>
								<td align="center">68.2<sup>fg</sup>
									<break/>(0.4)</td>
								<td align="center">-7.2<sup>d</sup>
									<break/>(0.5)</td>
								<td align="center">22.5<sup>c</sup>
									<break/>(2.0)</td>
								<td align="center">220<sup>ab</sup>
									<break/>(1.3)</td>
								<td align="center">0.20<sup>a</sup>
									<break/>(0.06)</td>
								<td align="center">109<sup>cd</sup>
									<break/>(46)</td>
								<td align="center">0.68<sup>cd</sup>
									<break/>(0.10)</td>
							</tr>
							<tr>
								<td align="left">A20ArbD</td>
								<td align="center">20</td>
								<td align="center">8.3<sup>d</sup>
									<break/>(0.3)</td>
								<td align="center">5.93<sup>a</sup>
									<break/>(0.06)</td>
								<td align="center">78.8<sup>b</sup>
									<break/>(0.7)</td>
								<td align="center">-5.0<sup>b</sup>
									<break/>(0.1)</td>
								<td align="center">16.0<sup>ef</sup>
									<break/>(0.7)</td>
								<td align="center">220<sup>ab</sup>
									<break/>(2.9)</td>
								<td align="center">0.22<sup>a</sup>
									<break/>(0.04)</td>
								<td align="center">148<sup>cd</sup>
									<break/>(33)</td>
								<td align="center">1.70<sup>bcd</sup>
									<break/>(0.41)</td>
							</tr>
							<tr>
								<td align="left">A25ArbD</td>
								<td align="center">25</td>
								<td align="center">12.5<sup>ab</sup>
									<break/>(1.0)</td>
								<td align="center">5.97<sup>a</sup>
									<break/>(0.03)</td>
								<td align="center">72.0<sup>d</sup>
									<break/>(0.1)</td>
								<td align="center">-4.2<sup>a</sup>
									<break/>(0.1)</td>
								<td align="center">15.0<sup>f</sup>
									<break/>(0.2)</td>
								<td align="center">223<sup>ab</sup>
									<break/>(0.8)</td>
								<td align="center">0.23<sup>a</sup>
									<break/>(0.07)</td>
								<td align="center">157<sup>cd</sup>
									<break/>(89)</td>
								<td align="center">0.73<sup>cd</sup>
									<break/>(0.21)</td>
							</tr>
							<tr>
								<td align="left">A30ArbD</td>
								<td align="center">30</td>
								<td align="center">11.3<sup>bc</sup>
									<break/>(0.2)</td>
								<td align="center">5.97<sup>a</sup>
									<break/>(0.03)</td>
								<td align="center">70.1<sup>def</sup>
									<break/>(0.2)</td>
								<td align="center">-4.6<sup>ab</sup>
									<break/>(0.1)</td>
								<td align="center">15.0<sup>f</sup>
									<break/>(0.3)</td>
								<td align="center">215<sup>ab</sup>
									<break/>(4.8)</td>
								<td align="center">0.15<sup>ab</sup>
									<break/>(0.07)</td>
								<td align="center">170<sup>cd</sup>
									<break/>(80)</td>
								<td align="center">0.41<sup>cd</sup>
									<break/>(0.11)</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn>
							<p>Within each column different letters indicate significantly different values according to post-hoc comparison (Scheff&#x00E8;&#x0027;s test) at P&#x2264;0.05. Standard deviation is stated in parentheses.</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
				<p>As mentioned before, luminescence (Y) was calculated based on the RGB data obtained from the digital image analysis and values ranged from 0 (black) to 255 (white). The highest value for luminescence was observed in the control sample (Y=225), followed by Arb and ArbD olive oil, with no significant differences (P&#x2265;0.05). On the other hand, the lowest value was obtained in the chocolate fillings produced with GC olive oil, presenting a negative correlation with olive oil (P&#x003C;0.05). The results of the digital image analysis were consistent with the colorimeter results and both Y and L&#x002A; presented higher values in the control sample and lower values in the sample coded A30GC.</p>
				<p>The results of the image and color analyses conclude that ArbD is the olive oil with the best ability to maintain the original appearance of conventional chocolate fillings and, on the other hand, GC olive oil considerably changes the fillings to a more yellow-green color. Nevertheless, sample A20GC, due to the lower olive oil content did not affect color by as much as 25% and 30% w/w.</p>
				<p>The Power Law model was used to evaluate consistency (K) and flow index (n). The results showed that all formulations presented shear-thinning behavior. Nevertheless, a significant gap was observed between the control sample (n=0.01) and formulations using olive oil (0.13&#x003C;n&#x003C;0.25). As expected, the results of flow index presented a negative correlation with consistency, as reported in previous studies on chocolate beverages (Dogan <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0009">2011</xref>; Yanes <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0030">2002</xref>), low-fat chocolate fillings (Dias <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0007">2015</xref>) and low-fat dairy desserts (Gonz&#x00E1;lez-Tom&#x00E1;s <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0013">2008</xref>). The highest value of consistency (K) was observed in the control sample (K=1371 Pas<sup>n</sup>) and a significant decrease due to olive oil was observed in all formulations (<xref ref-type="table" rid="T0004">Table 4</xref>), probably due to higher content in unsaturated fatty acids in virgin olive oil (Gila <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0012">2015</xref>) compared with cocoa butter (Torres-Moreno <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0027">2015</xref>). These results are consistent with previous studies reporting the relation between lower solid fat content and lower chocolate viscosity (Rothkopf and Danzl, <xref ref-type="bibr" rid="CIT0024">2015</xref>; Talbot, <xref ref-type="bibr" rid="CIT0026">2009</xref>), where the main identified causes were the increase in liquid content, TAG with a different nature and a different chain length from cocoa butter (Rothkopf and Danzl, <xref ref-type="bibr" rid="CIT0024">2015</xref>).</p>
				<p>Although differences were observed in the viscosity of the tested olive oils (<xref ref-type="table" rid="T0003">Table 3</xref>), no influence on the consistency of chocolate fillings was observed.</p>
				<p>The results obtained from the rheometer (<xref ref-type="table" rid="T0004">Table 4</xref>) showed that the control sample presented a higher value for the storage module G&#x2019;<sub>1Hz</sub> (4.42x10<sup>6</sup>Pa), than the fillings using olive oil (0.28x10<sup>6</sup>Pa to 2.51x10<sup>6</sup>Pa). These results are coherent with consistency K (<xref ref-type="table" rid="T0004">Table 4</xref>) and reflect the importance of cocoa butter in the structure of chocolate products (Dias <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0007">2015</xref>; Afoakwa, <xref ref-type="bibr" rid="CIT0001">2010</xref>). The use of olive oil caused a decrease in storage module G&#x2019;<sub>1Hz</sub>, compared with the control sample, even using an olive oil concentration of 20% w/w, reflecting a less compact structure and a more liquid-like behavior (Di Mattia <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0008">2015</xref>). The decrease in the storage module is a consequence of the olive oil composition, especially the larger content in unsaturated fatty acids and the different composition of triacylglycerols, compared with cocoa butter (Boskou, <xref ref-type="bibr" rid="CIT0005">2011</xref>). On the other hand, chocolate is a suspension of solid particles (like sugars, milk proteins, cocoa solids), around 30-50 &#x00B5;m in diameter, in a continuous fat phase, mainly cocoa butter (Beckett, <xref ref-type="bibr" rid="CIT0004">2008</xref>). The addition of olive oil will contribute to the increase in continuous fat phase, thus decreasing the proportion of solid particles and, as a consequence, lower values of viscosity and G&#x2019;.</p>
				<p>The results of the ANOVA post-hoc comparison (<xref ref-type="table" rid="T0004">Table 4</xref>) did not present an influence of the type of olive oil on the rheological behavior (P&#x2265;0.05). Nevertheless, the results of the principal component analysis (<xref ref-type="fig" rid="F0006">Figure 6</xref>) presented differences in the fillings produced with ArbD (lower G&#x2019;<sub>1Hz</sub>) and GC (higher G&#x2019;<sub>1Hz</sub>), which is consistent with the results on the viscosity of the olive oils used (<xref ref-type="table" rid="T0003">Table 3</xref>).</p>
				<p>The frequency dependence of the dynamic moduli was evaluated and data from the storage module (G&#x2019;) and loss module (G&#x2019;&#x2019;) are shown in mechanical spectra (<xref ref-type="fig" rid="F0005">Figure 5</xref>). The results of G&#x2019; and G&#x2019;&#x2019; for the control sample presented limited dependency with frequency. In addition, the storage module (G&#x2019;) presented higher values than the loss module (G&#x2019;&#x2019;), especially from 0.01Hz to 100Hz. These results are coherent with a gel structure. The use of olive oil caused a decrease in both storage and loss moduli and increased the dependency on frequency, especially between 0.001 and 0.1Hz. The presence of a crossover between dynamic moduli (i.e. G&#x2019;=G&#x2019;&#x2019;) was observed at 30% w/w olive oil and, as a consequence, can be assumed as the critical value defining the transition between a suspension and a gelled system (Lupi <italic>et al</italic>., <xref ref-type="bibr" rid="CIT0016">2013</xref>).</p>
				<fig id="F0005">
					<label>Figure 5</label>
					<caption>
						<p>Storage (G&#x2019;) and loss (G&#x2019;&#x2019;) moduli of fillings (n=5) using GC (a), Arb (b) and ArbD olive oil (c).</p>
						<p>Legend: Control sample (&#x2666;G&#x2019;; &#x25CA;G&#x201D;); 20% olive oil (&#9650;G&#x2019;; &#x394;G&#x201D;), 25% olive oil (&#9632;G&#x2019;; &#9633;G&#x201D;) and 30% olive oil (&#9679;G&#x2019;; &#9675;G&#x201D;).</p>
					</caption>
					<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013146_e145-0323161-g005.tif"/>
				</fig>
			</sec>
			<sec id="S20013">
				<title>3.3. Multivariate analysis</title>
				<p>A principal component analysis (PCA) was carried out with the color parameters L&#x002A; a&#x002A; b&#x002A;, two chemical parameters (moisture, pH) and three rheological parameters (G&#x2019;<sub>1Hz</sub>, K, n). <xref ref-type="fig" rid="F0006">Figure 6</xref> shows the PC1 vs. PC2 projection of samples (average values) and, in the same plot, orientation of the parameters in the plot. The similarity map defined by the first two principal components took into account 81.2% of the total variance. The first component (PC1) by itself condensed 58.7% and the second component (PC2) represented 22.5% of the total variance. The PC1 presented negative correlations with the rheological parameters (G&#x2019;<sub>1Hz</sub>, K) and L&#x002A; parameter and a positive correlation with the n flow index and pH. The PC2 was negatively correlated to the b&#x002A; parameter and positively correlated with a&#x002A;. Consequently, the results of the multivariate analysis confirmed the results previously obtained, showing the softening effect of olive oil over texture and the effect of GC olive oil on the darker color of chocolate fillings (<xref ref-type="fig" rid="F0006">Figure 6</xref>).</p>
				<fig id="F0006">
					<label>Figure 6</label>
					<caption>
						<p>PC1 vs. PC2 projection of samples (average values, n=5). The most important parameters for the definition of the two components are shown on the edge of each axis, indicating the direction in which the value of the parameter increases.</p>
					</caption>
					<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="GYA2013146_e145-0323161-g006.tif"/>
				</fig>
			</sec>
		</sec>
		<sec id="S0014" sec-type="conclusions">
			<title>4. CONCLUSIONS</title>
			<p>In conclusion, the obtained results provide useful information about new possible uses for olive oil in the chocolate or pastry industry. Olive oil can be incorporated into chocolate fillings with different outcomes, depending on the required features. The use of olive oils with predominance of the varieties Galega and Cordovil de Serpa will create smooth fillings with a yellow-green appearance. On the other hand, the use of bleached olive oil, based on the Arbequina variety, will create smooth fillings with a lighter appearance. However, although the variety of olives plays an important role in the properties of the olive oil, further studies will be required to evaluate the impact of the ripening stage.</p>
		</sec>
	</body>
	<back>
	<ack>
			<title>ACKNOWLEDGMENTS</title>
			<p>The authors are grateful to Sepiolsa (Spain) for their valuable help in providing the bleaching earth, and to Mestre Cacau/Sugar Bloom (Portugal) for providing the chocolate and facilities for the production of the samples.</p>
	</ack>
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