<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "journalpublishing3.dtd">
<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">GYA201820_e250-1220172</article-id>
<article-id pub-id-type="doi">10.3989/gya.1220172</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Modeling of volatile and phenolic compounds and optimization of the process conditions for obtaining balanced extra virgin olive oils</article-title>
<trans-title-group xml:lang="es">
<trans-title>Modelado de compuestos vol&#x00E1;tiles y fen&#x00F3;licos y optimizaci&#x00F3;n de las condiciones de operaci&#x00F3;n para obtener aceites de oliva virgen extra equilibrados</trans-title>
</trans-title-group>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Vidal</surname>
<given-names>A.M.</given-names>
</name>
<xref ref-type="aff" rid="aff0001">a</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alcal&#x00E1;</surname>
<given-names>S.</given-names>
</name>
<xref ref-type="aff" rid="aff0001">a</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Oca&#x00F1;a</surname>
<given-names>M.T.</given-names>
</name>
<xref ref-type="aff" rid="aff0002">b</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>De Torres</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff0001">a</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Esp&#x00ED;nola</surname>
<given-names>F.</given-names>
</name>
<xref ref-type="aff" rid="aff0001">a</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Moya</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff0001">a</xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
</contrib>
</contrib-group>
<aff id="aff0001"><label>a</label>Center for Advanced Studies in Energy and Environment (CEAEMA). Agrifood Campus of International Excellence (ceiA3). Department of Chemical, Environmental and Materials Engineering. University of Ja&#x00E9;n, 23071 Ja&#x00E9;n, Spain</aff>
<aff id="aff0002"><label>b</label>Department of Didactic of Sciences. University of Ja&#x00E9;n, 23071 Ja&#x00E9;n, Spain</aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label>Corresponding author: <email xlink:href="mmoya@ujaen.es">mmoya@ujaen.es</email></corresp>
<fn><p>ORCID ID: Vidal AM <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-3803-1876">https://orcid.org/0000-0003-3803-1876</ext-link>, Alcal&#x00E1; S <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-5172-0847">https://orcid.org/0000-0002-5172-0847</ext-link>, Oca&#x00F1;a MT <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-6944-8178">https://orcid.org/0000-0001-6944-8178</ext-link>, De Torres A <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-4613-0279">https://orcid.org/0000-0002-4613-0279</ext-link>, Esp&#x00ED;nola F <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-9570-6297">https://orcid.org/0000-0002-9570-6297</ext-link>, Moya M <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-9820-396X">https://orcid.org/0000-0002-9820-396X</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>06</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>69</volume>
<issue>2</issue>
<elocation-id content-type="doi">10.3989/gya.1220172</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>12</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>02</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2018 CSIC</copyright-statement>
<copyright-year>2018</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) License.</license-p>
</license>
</permissions>
<abstract>
<title>SUMMARY</title>
<p>The main objective of this paper is to obtain extra virgin olive oils (EVOOs) which are balanced in volatile and phenolic compounds. An experimental design was performed and response surface methodology was applied. The factors for malaxation were: temperature 20-40 &#x00B0;C, time 30-90 min, and hole diameter of hammer-crusher 4.5-6.5 mm. The results show that high temperatures and small hole diameter must be used in order to obtain a higher content in phenolic compounds, while for volatile compounds a low temperature and large hole diameter must be used. The models predict that the best and more balanced EVOO are obtained with the hole diameter of greater size and a medium-low temperature. Thus, for a hammer-crusher hole diameter of 6.5 mm 337 and 356 mg/kg total HPLC phenols were obtained for malaxation temperature of 20 and 25 &#x00B0;C, respectively and, likewise, 12.7 and 11.5 mg/kg total LOX volatiles.</p>
</abstract>
<trans-abstract xml:lang="es">
<title>RESUMEN</title>
<p><bold><italic>Modelado de compuestos vol&#x00E1;tiles y fen&#x00F3;licos y optimizaci&#x00F3;n de las condiciones de operaci&#x00F3;n para obtener aceites de oliva virgen extra equilibrados.</italic></bold> El principal objetivo es obtener aceites de oliva v&#x00ED;rgenes extra (AOVEs) equilibrados en compuestos vol&#x00E1;tiles y fen&#x00F3;licos. Se ha realizado un dise&#x00F1;o experimental y aplicado metodolog&#x00ED;a de superficie de respuesta. El rango de los factores de batido fue, temperatura 20-40 &#x00BA;C y tiempo 30-90 min, y di&#x00E1;metro de orificio del molino de martillos 4,5-6,5 mm. Los resultados muestran que a altas temperaturas y peque&#x00F1;o di&#x00E1;metro de orificio se obtienen elevados contenidos en compuestos fen&#x00F3;licos, mientras que para vol&#x00E1;tiles se debe usar temperatura baja y orificio de gran di&#x00E1;metro. Los modelos predicen que el mejor y m&#x00E1;s equilibrado EVOO se obtiene con el orificio de mayor tama&#x00F1;o y temperatura media-baja. As&#x00ED;, para di&#x00E1;metro de orificio de 6,5 mm se obtienen 337 y 356 mg/kg de fenoles totales HPLC, para temperaturas de batido de 20 y 25 &#x00B0;C respectivamente y, asimismo, 12,7 y 11,5 mg/kg de vol&#x00E1;tiles totales LOX.</p></trans-abstract>
<kwd-group xml:lang="en">
<title>KEYWORDS</title>
<kwd>Balanced olive oils</kwd>
<kwd>Oil mill</kwd>
<kwd>Phenolic compounds</kwd>
<kwd>Response Surface Methodology</kwd>
<kwd>Volatile compounds</kwd>
</kwd-group>
<kwd-group xml:lang="es">
<title>PALABRAS CLAVE</title>
<kwd>Aceites de oliva equilibrados</kwd>
<kwd>Almazara</kwd>
<kwd>Compuestos fen&#x00F3;licos</kwd>
<kwd>Compuestos vol&#x00E1;tiles</kwd>
<kwd>Metodolog&#x00ED;a de superficie de respuesta</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>1. INTRODUCTION</title>
<p>Volatile and phenolic compounds are different groups of compounds present in virgin olive oil (VOO). Most of the taste and aroma of olive oil depend on these compounds. The volatile compounds present in olive oil are related to sensory attributes, and play an important role in consumers&#x2019; sensory perceptions. These compounds are originated during the olive oil production process, most of them through the actions of enzymes which are released during the olive milling process. Many pathways are involved in the production of volatile compounds. Unsaturated fatty acids, such as linolenic and linoleic acid, are transformed into compounds of five and six carbon atoms through the Lipoxygenase (LOX) pathway (G&#x00F3;mez-Rico <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0015">2006</xref>; Sanchez and Salas, <xref ref-type="bibr" rid="cit0025">2003</xref>). These compounds contribute to the pleasant aromas of olive oil (Angerosa <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0002">2000</xref>).</p>
<p>Sensory characteristics are a key factor in the perception of a product&#x2019;s quality level on the part of consumers. Volatile compounds are mainly responsible for aroma, even though phenolic compounds are related to the sense of the taste of olive oil (Angerosa <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0003">2004</xref>). Several factors influence the composition of volatile compounds of olive oil, from the agronomic and climatic to the technological ones (Luna <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0019">2006</xref>). However, the activity of the enzymes involved in the LOX pathway is genetically determined (Clodoveo <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0008">2014</xref>).</p>
<p>On the other hand, the phenolic compounds of olive oil are a complex group of chemical compounds which contribute to the stability of olive oil (Franco <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0012">2014</xref>). The composition of these compounds is mainly determined by the elaboration process, production technology, the variety and maturation of olives and the agro-climatic parameters (Romero <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0023">2016</xref>; Servili <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0027">2004</xref>). An overripe harvest of olives involves a decrease in the concentration of phenolic compounds. Therefore, olives should be harvested at the early stage of ripeness to obtain the maximum amount of phenolic compounds.</p>
<p>The antioxidant capacity, the increase in the quantity of HDL and the decrease in the quantity of LDL, the inhibition of the proliferation of cancer cells, the prevention of many diseases and the decrease in oxidative stress are just some of the properties of these compounds (Tripoli <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0028">2005</xref>). Several research papers (Beauchamp <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0004">2005</xref>; Cicerale <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0007">2012</xref>) have stated that oleocanthal has anti-inflammatory properties similar to classic non-steroidal anti-inflammatory drugs (NSAID) such as Ibuprofen, suppressing the Cyclooxygenase enzyme (COX) involved in the prostaglandin synthesis pathway. Recently, oleocanthal has been unveiled as a powerful therapeutic molecule for several diseases. It can show pharmacological properties for various pathogenic processes, including inflammation, cancer and neurodegenerative diseases (Scotece <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0026">2015</xref>).</p>
<p>The hole diameter of the hammer-crusher and temperature and time in the malaxation stage are the main technological factors which influence the EVOO production process. These parameters can be modified to obtain olive oils of excellent quality. On the basis of the above, the main aim of this research is to determine the best conditions to obtain healthy and high quality EVOO, with a large quantity of phenolic compounds and a good profile of volatile compounds (balanced EVOO).</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>2. MATERIALS AND METHODS</title>
<sec id="sec2.1">
<title>2.1. Olives</title>
<p>Olive fruits, <italic>Olea europaea</italic> L., were hand-picked from a traditional grove in Sierra M&#x00E1;gina (Ja&#x00E9;n, Spain). The cultivated variety is Picual with a 4.9 maturity index, determined according to Uceda and Frias and described by Esp&#x00ED;nola <italic>et al.</italic> (<xref ref-type="bibr" rid="cit0010">2009</xref>); 486 g/kg moisture content, determined by drying milled paste at 105 &#x00BA;C, and a 284 g/kg oil content, determined by the Soxhlet method. The olives were collected from unirrigated land.</p>
</sec>
<sec id="sec2.2">
<title>2.2. Olive oil extraction</title>
<p>Oils were obtained under laboratory-scale conditions using an Abencor centrifugal system (Abencor analyzer, MC2, Ingenier&#x00ED;a y Sistemas S.L., Seville, Spain) (Esp&#x00ED;nola <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0011">2011</xref>). The oils obtained were decanted into a graduated test tube for at least three hours, paper filtered and stored in amber glass bottles, under N<sub>2</sub> atmosphere, at &#x2011;18 &#x00BA;C until they were analyzed.</p>
</sec>
<sec id="sec2.3">
<title>2.3. Analysis of phenolic compounds</title>
<p>The method proposed by the International Olive Council (COI/T.20/Doc No 29) was used to determine the phenolic compounds present in virgin olive oils via High Performance Liquid Chromatography (HPLC). The equipment used was a liquid chromatograph (Shimadzu Corp., Kyoto, Japan) with the essential components: an elution pump (model LC-20AD), solvent degasser (model DGU-20A5), a refrigerated automatic injector (model SIL-20ACHT), a column oven (model CTO-10AsvpC), a diode array detector (model SPD-M20) and LC LabSolutions V.5.42.SP3 software (Shimadzu Corp., Kyoto, Japan). The column used was BDS Hypersil C18 (Thermo Scientific, USA), the particle size was 5 &#x03BC;m, the column size was 25 cm and the internal diameter was 4.6 mm. The mobile phase was a ternary gradient made up by orthophosphoric acid-water to 0.2% (A), Methanol (B) and Acetonitrile (C). The proportions of the phases are changed over time by means of a flow ramp. The initial proportion of phase A was 96%, B and C were 2%. At minute 40, the proportion of phase A was 50%, B and C were 25%. At minute 45, the proportion of phase A was 40%, B and C were 30%. At minute 60, the proportion of phase A was 0%, B and C were 50%. From minute 72 to 80 the proportions of the phases were identical to the initial ones; minute 80 was the end of the chromatogram. The elution flow was 1 mL/min. The oven temperature was set at 30 &#x00BA;C and the injected volume of sample was 20 &#x03BC;L. The detector UV provided a signal at 280 nm. The phenolic compounds were quantified through the addition of syringic acid as internal standard and tyrosol as external standard. The results obtained were expressed as mg of tyrosol per kg of oil. The phenolic compounds were identified through comparison with the following analytical standards: Syringic acid, vanillin, luteolin, vanillic acid, oleuropein, <italic>trans</italic>-ferulic acid and <italic>trans</italic>-cinamic acid, all purchased from Fluka (Milan, Italy). Tyrosol, pinoresinol, caffeic acid, apigenin and p-coumaric acid were purchased from Sigma-Aldrich (St. Louis, MO, USA). <italic>o</italic>-coumaric acid and hydroxytyrosol were purchased from Extrasynthese (Genay Cedex, France). 3,4&#x2011;DHPEA&#x2011;EDA (oleacein) and p&#x2011;HPEA-EDA (oleocanthal) were identified by analytical standards supplied by the Department of Organic Chemistry from the University of Ja&#x00E9;n. p-HPEA-EA and 3,4&#x2011;DHPEA-EA were identified using the method proposed by COI, Determination of bio-phenols in olive oils by HPLC, (COI/T.20/Doc No 29).</p>
<p>The Folin-Ciocalteau reagent was used to determine the total quantity of phenolic compounds in the olive oil, with slight adjustments (V&#x00E1;zquez-Roncero <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0029">1973</xref>). The weight of the oil samples was 1 g. The sample was placed in a tube and dissolved in 5 mL of hexane. The liquid-liquid extraction was performed by repeating contact with a 2 mL methanol-water solution (60:40). This extraction was repeated three times. Each contact was shaken for 2 min with a Vortex type agitator. The methanolic extracts were collected in a test tube of 10 mL. To conclude, the methanol-water solution was added to complete 10 mL. The methanolic extracts were reacted with the Folin-Ciacolteau reagent. The absorbance of the solutions was measured at a wavelength of 725 nm. The equipment used was a UV spectrophotometer, model Shimadzu UV-Spectrophotometer 1800 (Kyoto, Japan). A standard curve was used to determine the quantity of phenolic compounds, using caffeic acid as external standard. The results were expressed as mg of caffeic acid per kg of olive oil.</p>
<p>The antioxidant potential was determined as DPPH free radical scavenging activity. A DPPH stock solution (0.1 mmol/L) was prepared in methanol, and further diluted to 1.0 AU at 515 nm prior to use. Aliquots of extract (20-2000 mL) were adequately diluted to a volume of 200 mL and added to 1.5 mL of DPPH solution cuvettes, shaken and kept in the dark for 60 min, and then the absorbance was measured at 515 nm using methanol as a blank. The percentage of scavenged DPPH radicals was calculated according to <xref ref-type="disp-formula" rid="eq1">Equation 1</xref>:</p>
<disp-formula id="eq1">
<alternatives>
<mml:math id="M1" display='block'><mml:mrow><mml:mo>&#x0025;</mml:mo><mml:mi>D</mml:mi><mml:mi>P</mml:mi><mml:mi>P</mml:mi><mml:msub><mml:mi>H</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>e</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>s</mml:mi><mml:mi>a</mml:mi><mml:mi>m</mml:mi><mml:mi>p</mml:mi><mml:mi>l</mml:mi><mml:mi>e</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow></mml:mfrac><mml:mo>&#x00D7;</mml:mo><mml:mn>100</mml:mn></mml:mrow></mml:math>
<graphic xlink:href="GYA201820_e250-1220172-e001.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</alternatives>
<label>(1)</label></disp-formula>
<p>where A<sub>0</sub> and A<sub>sample</sub> stand for the absorbance of the control and sample, respectively. The percentage of inhibition was converted into antioxidant activity by using Trolox as standard antioxidant.</p>
</sec>
<sec id="sec2.4">
<title>2.4. Analysis of volatile compounds</title>
<p>Headspace solid-phase micro extraction (HS-SPME) and the gas chromatography-flame ionization detector (GC-FID) technique were used for the analysis of volatile compounds.</p>
<p>Two sample grams were placed in a 20 mL amber glass vial tightly capped with polytetrafluoroethylene (PTFE)/silicone septum and a magnetic cap. The vial was heated up to 40 &#x00BA;C for 10 minutes to reach the equilibration of volatile compounds in the headspace. Afterwards, the SPME needle was inserted through the septum and the fiber was exposed for 40 min. The SPME fiber (2 cm length and 50/30 &#x03BC;m film thickness), purchased from Supelco (Bellefonte, PA, USA), was composed of Carboxen/DVB/polydimethylsiloxane (PDMS). Previously, the fiber had been conditioned following the instructions of the supplier.</p>
<p>The GC-FID analysis was performed using a gas chromatograph model 7890B (Agilent Technologies, Santa Clara, CA, USA). The gas chromatograph was equipped with a split/splitless injector and a flame ionization detector. The volatile compounds adsorbed in the fiber were desorbed into the injector port for 1 min in splitless mode. The DB-WAXetr polyethylene glycol capillary column (30 m length, 0.25 mm internal diameter, 0.25 &#x03BC;m coating) (Agilent Technologies, USA) was used for the chromatographic separation. The carrier gas was helium at a flow rate of 1 mL/min. The injector temperature was 260 &#x00BA;C and the detector temperature was 280 &#x00BA;C. The oven temperature was initially 40 &#x00BA;C for 10 min. Afterwards, the temperature was increased with a ramp of 3 &#x00BA;C/min up to 160 &#x00BA;C and immediately increased with a ramp of 15 &#x00BA;C/min up to 200 &#x00BA;C and held for 5 min to the end. The integrations were performed with Agilent OpenLAB ChemStation C.01.06 Software (Agilent Technologies, CA, USA).</p>
<p>The chromatographic peaks were quantified by the Internal Standard Method. 4-Methyl-2-pentanol was the internal standard and each and every one of the compounds was used as external standard. The results obtained were expressed as mg of each standard compound per kg of oil.</p>
<p>For the analysis of volatile compounds, 39 analytical standards were used: acetic acid, <italic>trans</italic>-2-pentenal, 1-penten-3-one, pentanal, 1-penten-3-ol, pentan-1-ol, 2-methyl-1&#x2011;butanol, hexanal, <italic>cis</italic>-3-hexen-1-ol, hexan-1-ol, heptanal, octane, octanal, 1-octen-3-ol, cis-3-hexenyl acetate, hexyl acetate, <italic>trans,trans</italic>-2,4-decadienal, propionic acid, 2&#x2011;methylpropan-1-ol and butanoic acid, all supplied by Fluka (Buchs, Switzerland); 4&#x2011;methylpentan-2-ol, <italic>trans,trans</italic>-2,4-heptadienal, <italic>trans</italic>-2-heptenal, heptan-2-ol, <italic>trans</italic>-2-penten-1-ol, 2-methylbutanal, 3&#x2011;methylbutanal, 3-methyl butanoic acid, ethyl acetate, <italic>cis</italic>-3-hexenal, 2&#x2011;methylpropanoic acid, ethyl butanoate, <italic>trans,trans</italic>-2,6-nonadienal, and <italic>trans</italic>-2-hexenyl acetate were supplied by Sigma-Aldrich (St. Louis, MO, USA); pentan-3-one and nonanal were supplied by Supelco (Bellefonte, PN, USA); cis-2-penten-1-ol and <italic>trans</italic>-2-hexen-1-ol were supplied by SAFC; <italic>trans</italic>-2-hexenal was supplied by Acr&#x00F6;s Organics (Geel, Belgium).</p>
</sec>
<sec id="sec2.5">
<title>2.5. Experimental design and statistical analysis</title>
<p>The Statistical Design of Experiments (SDE) and Response Surface Methodology (RSM) were used to plan and analyze the experiments. Both constitute a planning methodology and analysis based on statistical tools, where SDE selects the optimal experimental strategy to obtain the desired information with the minimum cost of analysis and RSM evaluates the experimental results ensuring maximum reliability in the conclusions (Box <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0006">2005</xref>).</p>
<p>In this process, a Box-Behnken design, with five repetitions of central points, for three factors was used: diameter of the holes of the hammer-crusher, temperature and malaxation time. The range of variation of these factors is 4.5 to 6.5 mm, 20 to 40 &#x00BA;C and 30 to 90 minutes, respectively. <xref ref-type="table" rid="t0001">Table 1</xref> shows the different trials proposed by the design and their order of execution. Likewise, <xref ref-type="table" rid="t0001">Table 1</xref> also shows the actual and coded values of the factors used in each trial. The design tests allow to determine the influence of these technological factors on the phenolic and volatile compounds obtained in the olive oils. The factors were coded according to the following transformation, <xref ref-type="disp-formula" rid="eq2">Equation 2</xref>.</p>
<table-wrap id="t0001">
<label>Table 1</label>
<caption>
<p>Experimental design and responses for Picual virgin olive oil</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left"/>
<th colspan="3" align="center">Actual factors (coded factors)</th>
<th colspan="4" align="center">Responses<xref ref-type="fn" rid="tf1-3">&#x002A;&#x002A;&#x002A;</xref></th>
</tr>
<tr>
<th/>
<th colspan="3"><hr/></th>
<th colspan="4"><hr/></th>
</tr>
<tr>
<th align="left">Design points<xref ref-type="fn" rid="tf1-1">&#x002A;</xref></th>
<th align="center">Diameter<xref ref-type="fn" rid="tf1-2">&#x002A;&#x002A;</xref> (mm)</th>
<th align="center">Temperature (&#x00BA;C)</th>
<th align="center">Time (min)</th>
<th align="center">Total HPLC phenols (mg/kg tyrosol)</th>
<th align="center">Total Folin phenols (mg/kg caffeic acid)</th>
<th align="center">DPPH (&#x00B5;mol/kg)</th>
<th align="center">Total LOX volatiles (mg/kg)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">1</td>
<td align="center">5.5 (0)</td>
<td align="center">30 (0)</td>
<td align="center">60 (0)</td>
<td align="center">411</td>
<td align="center">415</td>
<td align="center">1109</td>
<td align="center">12.2</td>
</tr>
<tr>
<td align="left">2</td>
<td align="center">5.5 (0)</td>
<td align="center">20 (-1)</td>
<td align="center">90 (+1)</td>
<td align="center">357</td>
<td align="center">344</td>
<td align="center">844</td>
<td align="center">12.4</td>
</tr>
<tr>
<td align="left">3</td>
<td align="center">4.5 (-1)</td>
<td align="center">30 (0)</td>
<td align="center">90 (+1)</td>
<td align="center">508</td>
<td align="center">467</td>
<td align="center">1306</td>
<td align="center">12.4</td>
</tr>
<tr>
<td align="left">4</td>
<td align="center">6.5 (+1)</td>
<td align="center">30 (0)</td>
<td align="center">90 (+1)</td>
<td align="center">474</td>
<td align="center">462</td>
<td align="center">1393</td>
<td align="center">11.7</td>
</tr>
<tr>
<td align="left">5</td>
<td align="center">6.5 (+1)</td>
<td align="center">40 (+1)</td>
<td align="center">60 (0)</td>
<td align="center">747</td>
<td align="center">761</td>
<td align="center">2298</td>
<td align="center">7.21</td>
</tr>
<tr>
<td align="left">6</td>
<td align="center">5.5 (0)</td>
<td align="center">20 (-1)</td>
<td align="center">30 (-1)</td>
<td align="center">351</td>
<td align="center">404</td>
<td align="center">979</td>
<td align="center">11.2</td>
</tr>
<tr>
<td align="left">7</td>
<td align="center">6.5 (+1)</td>
<td align="center">20 (-1)</td>
<td align="center">60 (0)</td>
<td align="center">356</td>
<td align="center">374</td>
<td align="center">910</td>
<td align="center">13.4</td>
</tr>
<tr>
<td align="left">8</td>
<td align="center">5.5 (0)</td>
<td align="center">40 (+1)</td>
<td align="center">90 (+1)</td>
<td align="center">851</td>
<td align="center">866</td>
<td align="center">2668</td>
<td align="center">7.03</td>
</tr>
<tr>
<td align="left">9</td>
<td align="center">4.5 (-1)</td>
<td align="center">40 (+1)</td>
<td align="center">60 (0)</td>
<td align="center">758</td>
<td align="center">762</td>
<td align="center">2581</td>
<td align="center">7.45</td>
</tr>
<tr>
<td align="left">10</td>
<td align="center">5.5 (0)</td>
<td align="center">40 (+1)</td>
<td align="center">30 (-1)</td>
<td align="center">760</td>
<td align="center">862</td>
<td align="center">2662</td>
<td align="center">7.40</td>
</tr>
<tr>
<td align="left">11</td>
<td align="center">6.5 (+1)</td>
<td align="center">30 (0)</td>
<td align="center">30 (-1)</td>
<td align="center">380</td>
<td align="center">422</td>
<td align="center">1229</td>
<td align="center">10.1</td>
</tr>
<tr>
<td align="left">12</td>
<td align="center">4.5 (-1)</td>
<td align="center">30 (0)</td>
<td align="center">30 (-1)</td>
<td align="center">544</td>
<td align="center">642</td>
<td align="center">1919</td>
<td align="center">9.21</td>
</tr>
<tr>
<td align="left">13</td>
<td align="center">5.5 (0)</td>
<td align="center">30 (0)</td>
<td align="center">60 (0)</td>
<td align="center">610</td>
<td align="center">724</td>
<td align="center">1873</td>
<td align="center">8.03</td>
</tr>
<tr>
<td align="left">14</td>
<td align="center">4.5 (-1)</td>
<td align="center">20 (-1)</td>
<td align="center">60 (0)</td>
<td align="center">423</td>
<td align="center">444</td>
<td align="center">1427</td>
<td align="center">10.9</td>
</tr>
<tr>
<td align="left">15</td>
<td align="center">5.5 (0)</td>
<td align="center">30 (0)</td>
<td align="center">60 (0)</td>
<td align="center">583</td>
<td align="center">639</td>
<td align="center">1601</td>
<td align="center">8.31</td>
</tr>
<tr>
<td align="left">16</td>
<td align="center">5.5 (0)</td>
<td align="center">30 (0)</td>
<td align="center">60 (0)</td>
<td align="center">522</td>
<td align="center">556</td>
<td align="center">1636</td>
<td align="center">8.60</td>
</tr>
<tr>
<td align="left">17</td>
<td align="center">5.5 (0)</td>
<td align="center">30 (0)</td>
<td align="center">60 (0)</td>
<td align="center">415</td>
<td align="center">483</td>
<td align="center">1298</td>
<td align="center">10.1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tf1-1">
<label>&#x002A;</label><p>Experiments were run in a random order</p>
</fn>
<fn id="tf1-2">
<label>&#x002A;&#x002A;</label><p>Hole diameter of the hammer-crusher</p>
</fn>
<fn id="tf1-3">
<label>&#x002A;&#x002A;&#x002A;</label><p>Average of two replicates</p>
</fn>
</table-wrap-foot>
</table-wrap>
<disp-formula id="eq2">
<alternatives>
<mml:math id="M2" display='block'><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>X</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>X</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mo>&#x0394;</mml:mo><mml:mi>X</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:math>
<graphic xlink:href="GYA201820_e250-1220172-e002.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</alternatives>
<label>(2)</label></disp-formula>
<p>Where x<sub>i</sub> is the dimensionless coded value of the factor X<sub>i</sub>, X<sub>0</sub> is the value of X<sub>i</sub> at the center point or average level of the factor and &#x2206;X the half-step change. The factors are usually coded because they provide a uniform framework to investigate the effects of factors and the coefficients of the models can be easily compared.</p>
<p>The experimental results were analyzed by Design-Expert v. 8.0.7.1 software (Stat-Ease, Inc., Minneapolis, MN, USA). The adequacy of the proposed model was determined by evaluating the lack of fit, coefficient of determination (R<sup>2</sup>) and the Fisher value (F-value) obtained from the analysis of variance (ANOVA). A quadratic model for each response studied was used according to <xref ref-type="disp-formula" rid="eq3">Eq. 3</xref>:</p>
<disp-formula id="eq3">
<alternatives>
<mml:math id="M3" display='block'><mml:mrow><mml:msub><mml:mrow><mml:mtext>Y=&#x03B2;</mml:mtext></mml:mrow><mml:mn>0</mml:mn></mml:msub><mml:msub><mml:mrow><mml:mtext>+&#x03B2;</mml:mtext></mml:mrow><mml:mn>1</mml:mn></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msub><mml:mrow><mml:mtext>D+&#x03B2;</mml:mtext></mml:mrow><mml:mn>2</mml:mn></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msub><mml:mrow><mml:mtext>T+&#x03B2;</mml:mtext></mml:mrow><mml:mn>3</mml:mn></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msub><mml:mrow><mml:mtext>t+&#x03B2;</mml:mtext></mml:mrow><mml:mrow><mml:mn>12</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msub><mml:mrow><mml:mtext>DT+&#x03B2;</mml:mtext></mml:mrow><mml:mrow><mml:mn>13</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msub><mml:mrow><mml:mtext>Dt+&#x03B2;</mml:mtext></mml:mrow><mml:mrow><mml:mn>23</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msub><mml:mrow><mml:mtext>Tt+&#x03B2;</mml:mtext></mml:mrow><mml:mrow><mml:mn>11</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msup><mml:mtext>D</mml:mtext><mml:mn>2</mml:mn></mml:msup><mml:msub><mml:mrow><mml:mtext>+&#x03B2;</mml:mtext></mml:mrow><mml:mrow><mml:mn>22</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msup><mml:mtext>T</mml:mtext><mml:mn>2</mml:mn></mml:msup><mml:msub><mml:mrow><mml:mtext>+&#x03B2;</mml:mtext></mml:mrow><mml:mrow><mml:mn>33</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2009;</mml:mo><mml:msup><mml:mtext>t</mml:mtext><mml:mn>2</mml:mn></mml:msup><mml:mtext>&#x00B1;SD</mml:mtext></mml:mrow></mml:math>
<graphic xlink:href="GYA201820_e250-1220172-e003.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</alternatives>
<label>(3)</label></disp-formula>
<p>Where: D is the hole diameter of the crusher (mm), T is the malaxation temperature (&#x00BA;C) and t is the malaxation time (min). The predicted response (Y) was correlated with the set of coefficients (&#x03B2;): the intercept (&#x03B2;<sub>0</sub>), linear (&#x03B2;<sub>1</sub>, &#x03B2;<sub>2</sub>, &#x03B2;<sub>3</sub>), interaction (&#x03B2;<sub>12</sub>, &#x03B2;<sub>13</sub>, &#x03B2;<sub>23</sub>) and quadratic (&#x03B2;<sub>11</sub>, &#x03B2;<sub>22</sub>, &#x03B2;<sub>33</sub>). SD is the standard deviation of the model.</p>
<p>The statistical significance of the model and model coefficients were determined at 5% probability level (<italic>p</italic>-value = 0.05). The models for each response were expressed in terms of actual factors and without taking into account terms which were not statistically significant.</p>
</sec>
</sec>
<sec id="sec3" sec-type="resutls|discussion">
<title>3. RESULTS AND DISCUSSION</title>
<sec id="sec3.1">
<title>3.1. Effect of technological factors on phenolic compounds and antioxidant activity</title>
<p>Phenolic compounds play a very important role in VOO due to their high antioxidant activity, which contributes to the shelf life of the oils and, in addition, gives them their typical bitter taste (Zribi <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0031">2013</xref>).</p>
<p><xref ref-type="table" rid="t0001">Table 1</xref> shows the total phenols as determined by HPLC (mg/kg tyrosol), which are the sum of the individual phenolic compounds, total phenols determined by Folin-Ciocalteau reagent (mg/kg caffeic acid) and the antioxidant potential determined by DPPH free radical scavenging activity (&#x00B5;mol/kg). <xref ref-type="table" rid="t0002">Table 2</xref> shows the content of individual phenolic compounds identified by HPLC (mg/kg tyrosol). <xref ref-type="table" rid="t0003">Table 3</xref> shows the models obtained for all the responses, which can be used later to predict the answers once the factors have been fixed. All the responses in <xref ref-type="table" rid="t0001">Tables 1</xref>, <xref ref-type="table" rid="t0002">2</xref> and <xref ref-type="table" rid="t0004">4</xref> were determined in duplicate; the average values are shown in these tables as well. The software generates the regression equations after discarding the terms which are not statistically significant (<italic>p</italic>-value &#x003E; 0.05); however, in order to support hierarchy, some linear terms were not eliminated from the models, although they were not statistically significant. As can be seen in <xref ref-type="table" rid="t0001">Tables 1</xref> and <xref ref-type="table" rid="t0002">2</xref>, all oils meet the condition of being healthy because all of them contain more than 250 mg/kg of Hydroxytyrosol and its derivatives, according to the Commission Regulation (EU) No 432/2012.</p>
<table-wrap id="t0002">
<label>Table 2</label>
<caption>
<p>Responses for individual phenolic compounds by HPLC<xref ref-type="fn" rid="tf2-1">&#x002A;</xref> (mg/kg tyrosol)</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Design points</th>
<th align="left">1</th>
<th align="left">2</th>
<th align="left">3</th>
<th align="left">4</th>
<th align="left">5</th>
<th align="left">6</th>
<th align="left">7</th>
<th align="left">8</th>
<th align="left">9</th>
<th align="left">10</th>
<th align="left">11</th>
<th align="left">12</th>
<th align="left">13</th>
<th align="left">14</th>
<th align="left">15</th>
<th align="left">16</th>
<th align="left">17</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">hydroxytyrosol</td>
<td align="left">8.40</td>
<td align="left">4.61</td>
<td align="left">4.07</td>
<td align="left">5.68</td>
<td align="left">4.35</td>
<td align="left">4.09</td>
<td align="left">4.81</td>
<td align="left">4.27</td>
<td align="left">1.72</td>
<td align="left">4.12</td>
<td align="left">3.95</td>
<td align="left">5.60</td>
<td align="left">4.11</td>
<td align="left">4.02</td>
<td align="left">1.76</td>
<td align="left">2.38</td>
<td align="left">1.71</td>
</tr>
<tr>
<td align="left">tyrosol</td>
<td align="left">1.46</td>
<td align="left">1.25</td>
<td align="left">1.80</td>
<td align="left">3.35</td>
<td align="left">1.53</td>
<td align="left">0.88</td>
<td align="left">1.77</td>
<td align="left">1.57</td>
<td align="left">1.46</td>
<td align="left">1.23</td>
<td align="left">1.38</td>
<td align="left">1.53</td>
<td align="left">1.23</td>
<td align="left">1.26</td>
<td align="left">3.72</td>
<td align="left">2.65</td>
<td align="left">1.84</td>
</tr>
<tr>
<td align="left">vainillin</td>
<td align="left">0.89</td>
<td align="left">1.73</td>
<td align="left">1.46</td>
<td align="left">1.29</td>
<td align="left">1.86</td>
<td align="left">1.23</td>
<td align="left">0.63</td>
<td align="left">2.91</td>
<td align="left">2.38</td>
<td align="left">1.71</td>
<td align="left">1.54</td>
<td align="left">1.01</td>
<td align="left">1.45</td>
<td align="left">1.01</td>
<td align="left">1.55</td>
<td align="left">1.89</td>
<td align="left">1.97</td>
</tr>
<tr>
<td align="left"><italic>p</italic>-coumaric acid</td>
<td align="left">6.10</td>
<td align="left">2.61</td>
<td align="left">2.79</td>
<td align="left">3.66</td>
<td align="left">5.00</td>
<td align="left">1.51</td>
<td align="left">2.43</td>
<td align="left">2.45</td>
<td align="left">2.54</td>
<td align="left">1.58</td>
<td align="left">1.39</td>
<td align="left">1.33</td>
<td align="left">1.39</td>
<td align="left">2.20</td>
<td align="left">2.06</td>
<td align="left">2.32</td>
<td align="left">1.74</td>
</tr>
<tr>
<td align="left"><italic>trans</italic>-ferulic acid</td>
<td align="left">4.88</td>
<td align="left">2.28</td>
<td align="left">6.92</td>
<td align="left">8.10</td>
<td align="left">8.63</td>
<td align="left">2.25</td>
<td align="left">1.60</td>
<td align="left">11.5</td>
<td align="left">10.2</td>
<td align="left">6.80</td>
<td align="left">4.93</td>
<td align="left">2.52</td>
<td align="left">5.39</td>
<td align="left">2.50</td>
<td align="left">3.74</td>
<td align="left">5.28</td>
<td align="left">6.38</td>
</tr>
<tr>
<td align="left">3.4-DHPEA-EDA (oleacein)</td>
<td align="left">150</td>
<td align="left">107</td>
<td align="left">188</td>
<td align="left">190</td>
<td align="left">285</td>
<td align="left">140</td>
<td align="left">122</td>
<td align="left">338</td>
<td align="left">320</td>
<td align="left">356</td>
<td align="left">159</td>
<td align="left">252</td>
<td align="left">298</td>
<td align="left">164</td>
<td align="left">252</td>
<td align="left">218</td>
<td align="left">164</td>
</tr>
<tr>
<td align="left">3.4-DHPEA-EA</td>
<td align="left">64.6</td>
<td align="left">51.3</td>
<td align="left">78.4</td>
<td align="left">83.0</td>
<td align="left">192</td>
<td align="left">44.1</td>
<td align="left">58.0</td>
<td align="left">233</td>
<td align="left">179</td>
<td align="left">157</td>
<td align="left">52.9</td>
<td align="left">87.5</td>
<td align="left">111</td>
<td align="left">62.4</td>
<td align="left">115</td>
<td align="left">104</td>
<td align="left">75.9</td>
</tr>
<tr>
<td align="left"><italic>p</italic>-HPEA-EDA (oleocanthal)</td>
<td align="left">45.2</td>
<td align="left">36.7</td>
<td align="left">63.2</td>
<td align="left">45.7</td>
<td align="left">78.1</td>
<td align="left">25.8</td>
<td align="left">28.1</td>
<td align="left">90.8</td>
<td align="left">77.4</td>
<td align="left">62.2</td>
<td align="left">41.3</td>
<td align="left">39.6</td>
<td align="left">55.6</td>
<td align="left">38.8</td>
<td align="left">53.6</td>
<td align="left">53.0</td>
<td align="left">50.5</td>
</tr>
<tr>
<td align="left"><italic>p</italic>-HPEA-EA</td>
<td align="left">36.3</td>
<td align="left">46.3</td>
<td align="left">50.3</td>
<td align="left">49.1</td>
<td align="left">65.4</td>
<td align="left">35.9</td>
<td align="left">41.0</td>
<td align="left">72.1</td>
<td align="left">61.7</td>
<td align="left">48.2</td>
<td align="left">43.4</td>
<td align="left">28.8</td>
<td align="left">32.9</td>
<td align="left">33.0</td>
<td align="left">41.3</td>
<td align="left">40.1</td>
<td align="left">45.5</td>
</tr>
<tr>
<td align="left">pinoresinol</td>
<td align="left">6.23</td>
<td align="left">6.07</td>
<td align="left">5.47</td>
<td align="left">4.86</td>
<td align="left">10.9</td>
<td align="left">9.35</td>
<td align="left">7.92</td>
<td align="left">8.45</td>
<td align="left">11.4</td>
<td align="left">37.0</td>
<td align="left">14.6</td>
<td align="left">44.1</td>
<td align="left">32.5</td>
<td align="left">29.2</td>
<td align="left">34.0</td>
<td align="left">11.8</td>
<td align="left">7.48</td>
</tr>
<tr>
<td align="left">luteolin</td>
<td align="left">2.52</td>
<td align="left">2.16</td>
<td align="left">6.23</td>
<td align="left">3.04</td>
<td align="left">4.58</td>
<td align="left">2.00</td>
<td align="left">2.50</td>
<td align="left">3.63</td>
<td align="left">4.51</td>
<td align="left">4.39</td>
<td align="left">1.73</td>
<td align="left">2.65</td>
<td align="left">2.31</td>
<td align="left">4.63</td>
<td align="left">4.21</td>
<td align="left">6.81</td>
<td align="left">4.62</td>
</tr>
<tr>
<td align="left">apigenin</td>
<td align="left">3.24</td>
<td align="left">2.83</td>
<td align="left">4.77</td>
<td align="left">3.31</td>
<td align="left">3.44</td>
<td align="left">2.59</td>
<td align="left">3.32</td>
<td align="left">4.74</td>
<td align="left">5.61</td>
<td align="left">8.17</td>
<td align="left">1.93</td>
<td align="left">3.77</td>
<td align="left">3.69</td>
<td align="left">2.96</td>
<td align="left">2.98</td>
<td align="left">2.70</td>
<td align="left">2.26</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>3,4-DHPEA-EDA: dialdehyde form of decarboxymethyl oleuropein aglycone</p>
</fn>
<fn>
<p>p-HPEA-EDA: dialdehyde form of decarboxymethyl ligstroside aglycone</p>
</fn>
<fn>
<p>3,4-DHPEA-EA: aldehyde and hydroxylic form of oleuropein aglycone</p>
</fn>
<fn>
<p>p-HPEA-EA: aldehyde and hydroxylic form of ligstroside aglycone</p>
</fn>
<fn id="tf2-1">
<label>&#x002A;</label><p>Average of two replicates</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="t0003">
<label>Table 3</label>
<caption>
<p>Models (<xref ref-type="disp-formula" rid="eq3">Eq. 3</xref>) in terms of actual factors and statistical parameters for the responses in Tables 2 and 4</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Response</th>
<th align="center">Model</th>
<th align="center"><italic>p</italic>-value</th>
<th align="center">R<sup>2</sup></th>
<th align="center">Std. Dev.</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Total HPLC phenols (mg/kg tyrosol)</td>
<td align="center">1038.4 - 34.5 D - 46.0 T + 1.11 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.939</td>
<td align="center">47.7</td>
</tr>
<tr>
<td align="left">Total Folin phenols (mg/kg caffeic acid)</td>
<td align="center">948.1 - 37.0 D - 37.0 T + 0.97 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.915</td>
<td align="center">60.9</td>
</tr>
<tr>
<td align="left">DPPH (&#x00B5;mol/kg)</td>
<td align="center">2439.1 - 242.3 D - 42.8 T + 1.97 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.939</td>
<td align="center">175.2</td>
</tr>
<tr>
<td align="left">Total LOX volatiles pathway (mg/kg)</td>
<td align="center">12.49 + 0.76 D - 0.24 T</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.859</td>
<td align="center">0.85</td>
</tr>
<tr>
<td align="left"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left"><bold><italic>Phenol compounds</italic> (mg/kg)</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left">Hydroxytyrosol</td>
<td align="center">62.66 - 13.6 D - 0.71 T - 0.43 t + 0.13 D T + 0.027 D t + 0.74 D<sup>2</sup> + 0.002 t<sup>2</sup></td>
<td align="center">0.0002</td>
<td align="center">0.975</td>
<td align="center">0.31</td>
</tr>
<tr>
<td align="left">&#x2003;Tyrosol</td>
<td align="center">1.49</td>
<td align="center"/>
<td align="center"/>
<td align="center">0.22</td>
</tr>
<tr>
<td align="left">&#x2003;Vainillin</td>
<td align="center">1.52</td>
<td align="center"/>
<td align="center"/>
<td align="center">0.32</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>p</italic>-coumaric acid</td>
<td align="center">-6.27 + 1.31 D + 0.25 T + 0.019 t - 0.045 D T</td>
<td align="center">0.0008</td>
<td align="center">0.913</td>
<td align="center">0.19</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>trans</italic>-ferulic acid</td>
<td align="center">-1.08 + 0.12 T - 0.067 t + 0.004 T t</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.942</td>
<td align="center">0.81</td>
</tr>
<tr>
<td align="left">&#x2003;3,4-DHPEA-EDA</td>
<td align="center">380.4 - 20.9 D - 14.7 T + 0.41 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.904</td>
<td align="center">28.4</td>
</tr>
<tr>
<td align="left">&#x2003;3,4-DHPEA-EA</td>
<td align="center">160.9 - 11.1 T + 0.29 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.918</td>
<td align="center">14.8</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>p</italic>-HPEA-EDA</td>
<td align="center">18.6 - 0.55 T - 0.093 t + 0.015 T t + 0.032 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.974</td>
<td align="center">3.48</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>p</italic>-HPEA-EA</td>
<td align="center">18.9 + 11.0 D - 4.62 T + 0.94 t - 0.13 D t + 0.098 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.961</td>
<td align="center">2.99</td>
</tr>
<tr>
<td align="left">&#x2003;Pinoresinol</td>
<td align="center">142.9 - 36. 6 D + 0.27 T + 0.057 t + 0.52 D T + 0.24 D t - 0.058 T t</td>
<td align="center">0.0057</td>
<td align="center">0.914</td>
<td align="center">5.34</td>
</tr>
<tr>
<td align="left">&#x2003;Luteolin</td>
<td align="center">3.30</td>
<td align="center"/>
<td align="center"/>
<td align="center">1.10</td>
</tr>
<tr>
<td align="left">&#x2003;Apigenin</td>
<td align="center">3.73 - 0.89 D + 0.11 T + 0.019 t</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.922</td>
<td align="center">0.32</td>
</tr>
<tr>
<td align="left"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left"><bold><italic>Volatile compounds (mg/kg)</italic></bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left">LOX pathway</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left">&#x2003;Hexanal</td>
<td align="center">1.12 - 0.016 T + 0.001 t</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.891</td>
<td align="center">0.047</td>
</tr>
<tr>
<td align="left">&#x2003;Hexan-1-ol</td>
<td align="center">0.480 + 0.049 D - 0.006 T + 0.0005 t</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.922</td>
<td align="center">0.019</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>trans</italic>-2-hexenal</td>
<td align="center">-0.124 + 1.81 D + 0.082 T - 0.049 D T</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.901</td>
<td align="center">0.57</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>trans</italic>-2-hexen-1-ol</td>
<td align="center">-2.95 + 0.67 D + 0.087 T + 0.012 t - 0.018 D T - 0.002 D t</td>
<td align="center">0.0002</td>
<td align="center">0.926</td>
<td align="center">0.045</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>cis</italic>-3-hexen-1-ol</td>
<td align="center">3.37 - 0.82 D - 0.016 T + 0.002 t + 0.080 D<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.915</td>
<td align="center">0.048</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>cis</italic>-3-hexenyl acetate</td>
<td align="center">0.094 + 0.45 D - 0.10 T + 0.041 t - 0.008 D t + 0.002 T<sup>2</sup></td>
<td align="center">0.0006</td>
<td align="center">0.906</td>
<td align="center">0.037</td>
</tr>
<tr>
<td align="left">&#x2003;1-penten-3-ol</td>
<td align="center">0.376 - 0.019 D - 0.002 T</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.856</td>
<td align="center">0.009</td>
</tr>
<tr>
<td align="left">&#x2003;1-penten-3-one</td>
<td align="center">0.890 - 0.039 D - 0.001 t</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.842</td>
<td align="center">0.017</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>cis</italic>-2-penten-1-ol</td>
<td align="center">0.476 - 0.008 D + 0.001 t</td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.906</td>
<td align="center">0.007</td>
</tr>
<tr>
<td align="left">&#x2003;<inline-formula id="ieq1"><alternatives><mml:math id="M4" display='inline'><mml:mrow><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:msqrt><mml:mrow><mml:mi>t</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>n</mml:mi><mml:mi>s</mml:mi><mml:mtext>-2-Pentenal</mml:mtext><mml:mo>+</mml:mo><mml:mn>0.05</mml:mn></mml:mrow></mml:msqrt></mml:mrow></mml:mfrac></mml:mrow></mml:math><inline-graphic xlink:href="GYA201820_e250-1220172-e004.tif"/></alternatives></inline-formula></td>
<td align="center">-13.4 + 1.04 T - 0.015 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.999</td>
<td align="center">0.011</td>
</tr>
<tr>
<td align="left">Sugar fermentation</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left">&#x2003;Ethanol</td>
<td align="center">-15.7 + 5.10 D + 0.58 T - 0.013 t - 0.13 D T</td>
<td align="center">0.0003</td>
<td align="center">0.908</td>
<td align="center">0.36</td>
</tr>
<tr>
<td align="left">&#x2003;Acetic acid</td>
<td align="center">0.47</td>
<td align="center"/>
<td align="center"/>
<td align="center">0.042</td>
</tr>
<tr>
<td align="left">Other compounds</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left">&#x2003;Octane</td>
<td align="center">0.239 + 0.095 D + 0.009 T + 0.010 t - 0.001 D t</td>
<td align="center">0.0001</td>
<td align="center">0.904</td>
<td align="center">0.029</td>
</tr>
<tr>
<td align="left">&#x2003;Pentan-3-one</td>
<td align="center">-0.134 + 0.10 D + 0.015 T - 0.003 D T</td>
<td align="center">0.0004</td>
<td align="center">0.885</td>
<td align="center">0.011</td>
</tr>
<tr>
<td align="left">&#x2003;Octanal</td>
<td align="center">4.45 - 1.48 D + 0.003 t + 0.150 D<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.904</td>
<td align="center">0.064</td>
</tr>
<tr>
<td align="left">&#x2003;Nonanal</td>
<td align="center">11.6 -1.82 D - 0.22 T - 0.021 t + 0.001 T t + 0.18 D<sup>2</sup> + 0.003 T<sup>2</sup></td>
<td align="center">&#x003C; 0.0001</td>
<td align="center">0.979</td>
<td align="center">0.067</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>D is the hole diameter of the hammer-crusher (mm), T is the malaxation temperature (&#x00BA;C), t is the malaxation time (min)</p>
</fn>
<fn>
<p>R<sup>2</sup> is the coefficient of determination, Std. Dev. (SD) is the standard deviation</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="t0004">
<label>Table 4</label>
<caption>
<p>Responses for individual volatile compounds by GC<xref ref-type="fn" rid="tf4-1">&#x002A;</xref> (mg/kg)</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Design points</th>
<th align="left">1</th>
<th align="left">2</th>
<th align="left">3</th>
<th align="left">4</th>
<th align="left">5</th>
<th align="left">6</th>
<th align="left">7</th>
<th align="left">8</th>
<th align="left">9</th>
<th align="left">10</th>
<th align="left">11</th>
<th align="left">12</th>
<th align="left">13</th>
<th align="left">14</th>
<th align="left">15</th>
<th align="left">16</th>
<th align="left">17</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>LOX pathway</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Hexanal</td>
<td align="left">0.706</td>
<td align="left">0.884</td>
<td align="left">0.834</td>
<td align="left">0.789</td>
<td align="left">0.510</td>
<td align="left">0.827</td>
<td align="left">0.850</td>
<td align="left">0.539</td>
<td align="left">0.546</td>
<td align="left">0.564</td>
<td align="left">0.704</td>
<td align="left">0.654</td>
<td align="left">0.512</td>
<td align="left">0.885</td>
<td align="left">0.609</td>
<td align="left">0.620</td>
<td align="left">0.728</td>
</tr>
<tr>
<td align="left">&#x2003;Hexan-1-ol</td>
<td align="left">0.625</td>
<td align="left">0.685</td>
<td align="left">0.639</td>
<td align="left">0.658</td>
<td align="left">0.569</td>
<td align="left">0.645</td>
<td align="left">0.698</td>
<td align="left">0.566</td>
<td align="left">0.574</td>
<td align="left">0.520</td>
<td align="left">0.644</td>
<td align="left">0.530</td>
<td align="left">0.556</td>
<td align="left">0.607</td>
<td align="left">0.572</td>
<td align="left">0.550</td>
<td align="left">0.608</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>trans</italic>-2-hexenal</td>
<td align="left">6.862</td>
<td align="left">6.544</td>
<td align="left">6.652</td>
<td align="left">5.908</td>
<td align="left">2.393</td>
<td align="left">5.547</td>
<td align="left">7.210</td>
<td align="left">2.181</td>
<td align="left">2.568</td>
<td align="left">2.546</td>
<td align="left">4.830</td>
<td align="left">4.394</td>
<td align="left">3.326</td>
<td align="left">5.422</td>
<td align="left">3.298</td>
<td align="left">3.837</td>
<td align="left">4.867</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>trans</italic>-2-hexen-1-ol</td>
<td align="left">0.637</td>
<td align="left">0.717</td>
<td align="left">0.641</td>
<td align="left">0.547</td>
<td align="left">0.484</td>
<td align="left">0.543</td>
<td align="left">0.902</td>
<td align="left">0.516</td>
<td align="left">0.490</td>
<td align="left">0.575</td>
<td align="left">0.501</td>
<td align="left">0.395</td>
<td align="left">0.471</td>
<td align="left">0.451</td>
<td align="left">0.481</td>
<td align="left">0.457</td>
<td align="left">0.527</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>cis</italic>-3-hexen-1-ol</td>
<td align="left">1.254</td>
<td align="left">1.179</td>
<td align="left">1.075</td>
<td align="left">1.100</td>
<td align="left">0.944</td>
<td align="left">1.096</td>
<td align="left">1.301</td>
<td align="left">0.831</td>
<td align="left">0.846</td>
<td align="left">0.765</td>
<td align="left">1.041</td>
<td align="left">0.871</td>
<td align="left">0.882</td>
<td align="left">1.056</td>
<td align="left">0.976</td>
<td align="left">0.904</td>
<td align="left">0.958</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>cis</italic>-3-hexenyl acetate</td>
<td align="left">0.973</td>
<td align="left">1.056</td>
<td align="left">1.152</td>
<td align="left">1.490</td>
<td align="left">1.035</td>
<td align="left">1.179</td>
<td align="left">1.143</td>
<td align="left">1.090</td>
<td align="left">1.065</td>
<td align="left">1.134</td>
<td align="left">1.164</td>
<td align="left">0.886</td>
<td align="left">0.921</td>
<td align="left">1.093</td>
<td align="left">0.923</td>
<td align="left">0.905</td>
<td align="left">1.122</td>
</tr>
<tr>
<td align="left">&#x2003;1-penten-3-ol</td>
<td align="left">0.210</td>
<td align="left">0.241</td>
<td align="left">0.240</td>
<td align="left">0.185</td>
<td align="left">0.193</td>
<td align="left">0.212</td>
<td align="left">0.228</td>
<td align="left">0.198</td>
<td align="left">0.214</td>
<td align="left">0.210</td>
<td align="left">0.193</td>
<td align="left">0.273</td>
<td align="left">0.226</td>
<td align="left">0.256</td>
<td align="left">0.262</td>
<td align="left">0.243</td>
<td align="left">0.214</td>
</tr>
<tr>
<td align="left">&#x2003;1-penten-3-one</td>
<td align="left">0.534</td>
<td align="left">0.590</td>
<td align="left">0.649</td>
<td align="left">0.566</td>
<td align="left">0.602</td>
<td align="left">0.650</td>
<td align="left">0.632</td>
<td align="left">0.610</td>
<td align="left">0.646</td>
<td align="left">0.634</td>
<td align="left">0.614</td>
<td align="left">0.716</td>
<td align="left">0.667</td>
<td align="left">0.669</td>
<td align="left">0.664</td>
<td align="left">0.601</td>
<td align="left">0.603</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>cis</italic>-2-penten-1-ol</td>
<td align="left">0.418</td>
<td align="left">0.481</td>
<td align="left">0.524</td>
<td align="left">0.460</td>
<td align="left">0.479</td>
<td align="left">0.476</td>
<td align="left">0.481</td>
<td align="left">0.503</td>
<td align="left">0.496</td>
<td align="left">0.456</td>
<td align="left">0.450</td>
<td align="left">0.495</td>
<td align="left">0.470</td>
<td align="left">0.491</td>
<td align="left">0.528</td>
<td align="left">0.489</td>
<td align="left">0.476</td>
</tr>
<tr>
<td align="left">&#x2003;<italic>trans</italic>-2-pentenal</td>
<td align="left">0.340</td>
<td align="left">0.394</td>
<td align="left">0.000</td>
<td align="left">0.000</td>
<td align="left">0.000</td>
<td align="left">0.000</td>
<td align="left">0.409</td>
<td align="left">0.000</td>
<td align="left">0.000</td>
<td align="left">0.000</td>
<td align="left">0.000</td>
<td align="left">0.372</td>
<td align="left">0.000</td>
<td align="left">0.378</td>
<td align="left">0.000</td>
<td align="left">0.000</td>
<td align="left">0.000</td>
</tr>
<tr>
<td align="left"><bold>Sugar fermentation</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Ethanol</td>
<td align="left">6.833</td>
<td align="left">8.330</td>
<td align="left">5.265</td>
<td align="left">7.700</td>
<td align="left">5.370</td>
<td align="left">6.922</td>
<td align="left">7.387</td>
<td align="left">5.585</td>
<td align="left">5.739</td>
<td align="left">5.953</td>
<td align="left">7.826</td>
<td align="left">6.568</td>
<td align="left">7.306</td>
<td align="left">6.095</td>
<td align="left">6.013</td>
<td align="left">6.504</td>
<td align="left">7.621</td>
</tr>
<tr>
<td align="left">&#x2003;Acetic acid</td>
<td align="left">0.466</td>
<td align="left">0.498</td>
<td align="left">0.732</td>
<td align="left">0.546</td>
<td align="left">0.492</td>
<td align="left">0.499</td>
<td align="left">0.515</td>
<td align="left">0.501</td>
<td align="left">0.511</td>
<td align="left">0.459</td>
<td align="left">0.404</td>
<td align="left">0.409</td>
<td align="left">0.426</td>
<td align="left">0.472</td>
<td align="left">0.494</td>
<td align="left">0.422</td>
<td align="left">0.381</td>
</tr>
<tr>
<td align="left"><bold>Other compounds</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Octane</td>
<td align="left">0.908</td>
<td align="left">1.097</td>
<td align="left">1.210</td>
<td align="left">1.139</td>
<td align="left">1.210</td>
<td align="left">1.166</td>
<td align="left">1.086</td>
<td align="left">1.305</td>
<td align="left">1.227</td>
<td align="left">1.059</td>
<td align="left">1.131</td>
<td align="left">1.028</td>
<td align="left">1.096</td>
<td align="left">1.034</td>
<td align="left">1.167</td>
<td align="left">1.094</td>
<td align="left">1.158</td>
</tr>
<tr>
<td align="left">&#x2003;Pentan-3-one</td>
<td align="left">0.296</td>
<td align="left">0.349</td>
<td align="left">0.341</td>
<td align="left">0.310</td>
<td align="left">0.297</td>
<td align="left">0.330</td>
<td align="left">0.384</td>
<td align="left">0.000</td>
<td align="left">0.305</td>
<td align="left">0.277</td>
<td align="left">0.301</td>
<td align="left">0.298</td>
<td align="left">0.303</td>
<td align="left">0.316</td>
<td align="left">0.351</td>
<td align="left">0.330</td>
<td align="left">0.320</td>
</tr>
<tr>
<td align="left">&#x2003;Octanal</td>
<td align="left">1.284</td>
<td align="left">1.186</td>
<td align="left">1.273</td>
<td align="left">1.470</td>
<td align="left">1.332</td>
<td align="left">1.135</td>
<td align="left">1.309</td>
<td align="left">1.061</td>
<td align="left">1.003</td>
<td align="left">0.997</td>
<td align="left">1.263</td>
<td align="left">0.865</td>
<td align="left">1.103</td>
<td align="left">1.056</td>
<td align="left">0.947</td>
<td align="left">0.949</td>
<td align="left">1.473</td>
</tr>
<tr>
<td align="left">&#x2003;Nonanal</td>
<td align="left">3.506</td>
<td align="left">3.429</td>
<td align="left">3.594</td>
<td align="left">3.805</td>
<td align="left">3.864</td>
<td align="left">3.564</td>
<td align="left">3.703</td>
<td align="left">4.043</td>
<td align="left">3.647</td>
<td align="left">2.976</td>
<td align="left">3.252</td>
<td align="left">2.938</td>
<td align="left">3.015</td>
<td align="left">2.990</td>
<td align="left">3.178</td>
<td align="left">3.214</td>
<td align="left">3.300</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tf4-1">
<label>&#x002A;</label><p>Average of two replicates</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p><xref ref-type="fig" rid="f0001">Figure 1</xref> shows the model surface obtained for the total HPLC phenol response; for total Folin phenols (total phenols determined with the Folin-Ciocalteau method), the surface is similar, as can be deduced from the model equation in <xref ref-type="table" rid="t0003">Table 3</xref>. According to the models, the temperature during malaxation has a major influence on the presence of phenolic compounds, which increase as temperature increases. On the contrary, the phenolic compounds decrease as the diameter of the crusher hole increases, but this has less influence. Similar results were reported by other authors studying malaxation and milling separately (Vekiari and Koutsaftakis, <xref ref-type="bibr" rid="cit0030">2002</xref>; Ranalli <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0021">2003</xref>). However, Ben Brahim <italic>et al.</italic> (<xref ref-type="bibr" rid="cit0005">2015</xref>), using Response Surface Methodology (RSM), indicated that the malaxation time does not significantly affect the phenol content.</p>
<fig id="f0001">
<label>Figure 1</label>
<caption>
<p>Effects of temperature and hole diameter of the hammer-crusher on total HPLC phenol content</p>
</caption>
<graphic xlink:href="GYA201820_e250-1220172g001.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</fig>
<p><xref ref-type="fig" rid="f0002">Figure 2</xref> shows the relationship between phenolic compound content and the antioxidant potential DPPH, both for total HPLC phenols and total Folin phenols. A very good correlation was observed in it, as is also apparent from the models in <xref ref-type="table" rid="t0003">Table 3</xref>. On the other hand, from <xref ref-type="fig" rid="f0002">Figure 2</xref> and <xref ref-type="table" rid="t0003">Table 3</xref> a very good correlation between both methods of quantifying total phenolic compounds in the oils is deduced, although the Folin-Ciocalteau method overestimated the content regarding HPLC.</p>
<fig id="f0002">
<label>Figure 2</label>
<caption>
<p>Relationship between phenolic compound content and antioxidant potential</p>
</caption>
<graphic xlink:href="GYA201820_e250-1220172g002.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</fig>
<p><xref ref-type="table" rid="t0003">Table 3</xref> shows the proposed models in terms of actual factors for individual phenols; each phenol had a different model, but after examining the response surfaces, small differences were observed among them. The secoiridoid derivative class (3,4-DHPEA-EDA, 3,4-DHPEA-EA, <italic>p</italic>-HPEA-EDA and <italic>p</italic>-HPEA-EA) was clearly predominant and all of them increased with temperature. The results are similar to those obtained by other authors (Fregapane and Salvador, <xref ref-type="bibr" rid="cit0013">2013</xref>; G&#x00F3;mez-Rico <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0014">2009</xref>; Kalua <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0018">2006</xref>). In agreement with other papers (Rodis <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0022">2002</xref>), this increase can be attributed to the increased partition coefficient between the oil and water phases, which causes an increase in the solubility of these compounds in the oil phase.</p>
<p>The malaxation time had a positive influence on secoiridoid derivatives from ligstroside (<italic>p</italic>&#x2011;HPEA-EDA and <italic>p</italic>-HPEA-EA), but did not show a significant influence on secoiridoid derivatives from oleuropein (3,4-DHPEA-EDA and 3,4-DHPEA-EA). This is in contradiction to Ranalli <italic>et al.</italic> (<xref ref-type="bibr" rid="cit0021">2003</xref>), who observed a reduction in these secoiridoid derivatives with the time of malaxation, and attributed it to an increase in the oxidative reactions catalyzed by the activity of oxidoreductase enzymes present in the olive fruit such as peroxidase and polyphenoloxidase, due to the fact that olive paste was exposed to air longer when the malaxation time increased. In our case, the positive influence of malaxation time may be due to the increased activity of the &#x03B2;-glucosidase enzyme that hydrolyzed ligstroside and oleuropein, and the greater phenol content of the Picual variety. <xref ref-type="fig" rid="f0003">Figure 3</xref> shows the response surface for the influence of the temperature and time on oleocanthal (<italic>p</italic>-HPEA-EDA) content, and of temperature and diameter on oleacein (3,4-DHPEA-EDA) content. For these models, factors that are not considered are not significant.</p>
<fig id="f0003">
<label>Figure 3</label>
<caption>
<p>Response surfaces for oleacein and oleocanthal content</p>
</caption>
<graphic xlink:href="GYA201820_e250-1220172g003.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</fig>
<p>Different behaviors are also observed in other compounds; for example, pinoresinol decreased when temperature increased with a malaxation time longer than 60 minutes; and luteolin was unaltered. In addition, as seen in <xref ref-type="table" rid="t0003">Table 3</xref>, some models present interaction among the factors; for example, diameter-time in alcohols (hydroxytyrosol and tyrosol) and ligstroside aglycone (<italic>p</italic>-HPEA-EA), or diameter-time and temperature-time in pinoresinol. Finally, an interaction was observed between temperature and time in oleocanthal (<italic>p</italic>-HPEA-EDA), in agreement with De Torres <italic>et al.</italic> (<xref ref-type="bibr" rid="cit0009">2016</xref>).</p>
</sec>
<sec id="sec3.2">
<title>3.2. Effect of technological factors on volatile compounds</title>
<p><xref ref-type="table" rid="t0004">Table 4</xref> shows the volatile compound contents grouped according to the most probable precursor molecule and <xref ref-type="table" rid="t0003">Table 3</xref> shows the models. Only 16, of the 39 analytical standards used were identified in the samples because some analytical standards corresponded to compounds present in olive oils with defects, which are unwanted in extra virgin olive oils. <italic>Trans</italic>-2-hexenal was clearly predominant. The volatiles arising from the lipoxygenase (LOX) cascade (Angerosa <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0003">2004</xref>; Kalua <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0017">2007</xref>) decreased with temperature, but increased with the crusher hole diameter. The malaxation time was not significant. <xref ref-type="fig" rid="f0004">Figure 4</xref> shows the response surface for the influence of diameter and malaxation temperature on total LOX volatile contents. The influence of temperature was observed to be much greater than that of diameter. When temperature was increased from 20 &#x00BA;C to 40 &#x00BA;C, the content of <italic>trans</italic>-2-hexenal was reduced by 62%, while the content of 1&#x2011;penten-3-ol only fell by 16%. The total volatile compounds decreased by 36%, in agreement with many research papers (Fregapane and Salvador, <xref ref-type="bibr" rid="cit0013">2013</xref>; G&#x00F3;mez-Rico <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0014">2009</xref>; Angerosa and Basti, <xref ref-type="bibr" rid="cit0001">2001</xref>; Ranalli <italic>et al.</italic>, <xref ref-type="bibr" rid="cit0020">2001</xref>), as a result of the inactivation of hydroxidelyase enzymes (Salas and S&#x00E1;nchez, <xref ref-type="bibr" rid="cit0024">1999</xref>).</p>
<fig id="f0004">
<label>Figure 4</label>
<caption>
<p>Effects of temperature and hole diameter on total LOX volatile content</p>
</caption>
<graphic xlink:href="GYA201820_e250-1220172g004.tif" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</fig>
<p>For most of the studied volatiles, a positive dependence was observed with malaxation time, except for 1-penten-3-one, for which one slight decrease was observed. Overall, the total volatile compounds were not significantly affected by the duration of the malaxation.</p>
<p>Finally, some of them increased with the diameter crusher holes: <italic>trans</italic>-2-hexenal, <italic>cis</italic>-3-hexenol, hexanol and <italic>trans</italic>-2-hexenol; while others decreased: 1-penten-3-ol, 1-penten-3-one and <italic>cis</italic>-2-pentenol. The end result would focus on an increase in total volatile compounds due to the importance of the <italic>trans</italic>-2-hexenal and <italic>cis</italic>-3-hexenol. In both cases, the maximum concentration corresponded to a diameter of 6.5 mm and a temperature of 20 &#x00BA;C.</p>
</sec>
<sec id="sec3.3">
<title>3.3. Optimal operating conditions</title>
<p>In order to achieve the optimal conditions of a balanced EVOO, we aimed to maximize the content in total HPLC phenols and total LOX volatiles and, by extension, the antioxidant activity given its direct dependence with the content of total phenolic compounds (<xref ref-type="fig" rid="f0002">Figure 2</xref>). <xref ref-type="table" rid="t0005">Table 5</xref> shows the optimal values obtained from the derived mathematical models using the Design-Expert software. It can be observed that the optimal conditions are at the contour limits. As can be determined from the models in <xref ref-type="table" rid="t0003">Table 3</xref>, and is seen in <xref ref-type="fig" rid="f0002">Figure 2</xref> and <xref ref-type="table" rid="t0005">Table 5</xref>, the antioxidant activity is closely linked to the total phenol content in such a way that as these were increased the antioxidant activity also increased. In contrast, the variation in total LOX volatiles was completely opposite to that of total phenols, according to the findings of G&#x00F3;mez-Rico <italic>et al.</italic> (<xref ref-type="bibr" rid="cit0014">2009</xref>) and Inarejos-Garc&#x00ED;a <italic>et al.</italic> (<xref ref-type="bibr" rid="cit0016">2011</xref>).</p>
<table-wrap id="t0005">
<label>Table 5</label>
<caption>
<p>Optimal conditions for the maximum of the main responses and prediction for some usual operating conditions</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th colspan="5" align="left">Individual response</th>
</tr>
<tr>
<th colspan="5"><hr/></th>
</tr>
<tr>
<th align="left"/>
<th align="center">Maximum value</th>
<th align="center">Diameter (mm)</th>
<th align="center">Temperature (&#x00BA;C)</th>
<th align="center">Time (min)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Total HPLC phenols (mg/kg tyrosol)</td>
<td align="center">813.5</td>
<td align="center">4.50</td>
<td align="center">40.00</td>
<td align="center">--</td>
</tr>
<tr>
<td align="left">DPPH(&#x00B5;mol/kg)</td>
<td align="center">2795</td>
<td align="center">4.50</td>
<td align="center">40.00</td>
<td align="center">--</td>
</tr>
<tr>
<td align="left">Total LOX volatiles (mg/kg)</td>
<td align="center">12.71</td>
<td align="center">6.50</td>
<td align="center">20.00</td>
<td align="center">--</td>
</tr>
<tr>
<td align="left"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td colspan="5"><hr/></td>
</tr>
<tr>
<td colspan="5"><bold>Responses prediction</bold></td>
</tr>
<tr>
<td colspan="5"><hr/></td>
</tr>
<tr>
<td align="left"><bold>Diameter (mm)</bold></td>
<td align="center"><bold>Temperature (&#x00BA;C)</bold></td>
<td align="center"><bold>Total HPLC phenols (mg/kg tyrosol)</bold></td>
<td align="center"><bold>Total LOX volatiles (mg/kg)</bold></td>
<td align="center"><bold>DPPH (&#x00B5;mol/kg)</bold></td>
</tr>
<tr>
<td colspan="5"><hr/></td>
</tr>
<tr>
<td align="left">4.5</td>
<td align="center">20</td>
<td align="center">406</td>
<td align="center">11.2</td>
<td align="center">1282</td>
</tr>
<tr>
<td align="left">4.5</td>
<td align="center">25</td>
<td align="center">425</td>
<td align="center">10.0</td>
<td align="center">1512</td>
</tr>
<tr>
<td align="left">5.5</td>
<td align="center">20</td>
<td align="center">372</td>
<td align="center">12.0</td>
<td align="center">1040</td>
</tr>
<tr>
<td align="left">5.5</td>
<td align="center">25</td>
<td align="center">391</td>
<td align="center">10.8</td>
<td align="center">1270</td>
</tr>
<tr>
<td align="left">5.5</td>
<td align="center">30</td>
<td align="center">465</td>
<td align="center">9.6</td>
<td align="center">1599</td>
</tr>
<tr>
<td align="left">6.5</td>
<td align="center">20</td>
<td align="center">337</td>
<td align="center">12.7</td>
<td align="center">798</td>
</tr>
<tr>
<td align="left">6.5</td>
<td align="center">25</td>
<td align="center">356</td>
<td align="center">11.5</td>
<td align="center">1028</td>
</tr>
<tr>
<td align="left">6.5</td>
<td align="center">30</td>
<td align="center">430</td>
<td align="center">10.4</td>
<td align="center">1357</td>
</tr>
<tr>
<td align="left">6.5</td>
<td align="center">40</td>
<td align="center">745</td>
<td align="center">8.0</td>
<td align="center">2310</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Therefore, obtaining balanced olive oils only depends on what is considered a balanced oil and on the operating conditions that are set to obtain the desired content in its different components. In <xref ref-type="table" rid="t0005">Table 5</xref>, the total phenol content, total LOX volatiles and antioxidant activity for different operating conditions were calculated using the models in <xref ref-type="table" rid="t0003">Table 3</xref>. In order to obtain an extra virgin olive oil which is balanced and of high quality from the Picual variety, it should be elaborated with a malaxation temperature between 20 and 25 &#x00BA;C and preferably with a hammer-crusher hole diameter of 6.5 mm. Thus, for a hammer-crusher hole diameter of 6.5 mm 337 and 356 mg/kg total HPLC phenols were obtained for malaxation temperatures of 20 and 25 &#x00B0;C, respectively and, likewise, 12.7 and 11.5 mg/kg total LOX volatiles. These oils will be fragrant, healthy and, if they do not have defects, of high quality.</p>
<p>When the malaxation temperature is increased healthier but less fragrant oils were obtained and, on the contrary, less healthy but more fragrant oils were obtained at lower temperatures.</p>
</sec>
</sec>
<sec id="sec4" sec-type="conclusion">
<title>4. CONCLUSIONS</title>
<p>Temperature is the factor that has the major influence on the phenolic compounds and antioxidant activity; both of them increased as temperature increased. A good correlation between antioxidant activity and phenolic compounds was observed.</p>
<p>Temperature also has the major influence on the volatile compound content, thus when temperature increased from 20 to 40 &#x00BA;C, total volatiles decreased by 36%. The total volatile compounds increased with the hammer-crusher hole diameter.</p>
<p>In order to obtain an extra virgin olive oil which is balanced and of high quality from the Picual variety, the elaboration should be carried out with malaxation temperature between 20 and 25 &#x00BA;C and preferably with a hammer-crusher hole diameter of 6.5 mm. Thus, for a hole diameter of 6.5 mm 337 and 356 mg/kg total HPLC phenols were obtained for malaxation temperatures of 20 and 25 &#x00B0;C, respectively and, likewise, 12.7 and 11.5 mg/kg total LOX volatiles. These oils will be fragrant and nutritionally healthy.</p>
</sec>
</body>
<back>
<ack>
<title>ACKNOWLEDGMENT</title>
<p>This work is part of the Research Project of Excellence P11-AGR-7726. We wish to thank the Department of Economy, Innovation and Science of the Andalusian Regional Government and the Spanish Ministry of Science and Innovation for the financial help provided.</p>
</ack>
<ref-list>
<title>REFERENCES</title>
<ref id="cit0001">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Angerosa</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Basti</surname>
<given-names>C</given-names>
</name>
</person-group>
<article-title>Olive oil volatile compounds from the lipoxygenase pathway in relation to fruit ripeness</article-title>
<source>Ital. J. Food Sci.</source>
<year>2001</year>
<volume>13</volume>
<fpage>421</fpage>
<lpage>428</lpage>
</nlm-citation>
</ref>
<ref id="cit0002">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Angerosa</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Mostallino</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Basti</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Vito</surname>
<given-names>R</given-names>
</name>
</person-group>
<article-title>Virgin olive oil odour notes: their relationships with volatile compounds from the lipoxygenase pathway and secoiridoid compounds</article-title>
<source>Food Chem.</source>
<year>2000</year>
<volume>68</volume>
<fpage>283</fpage>
<lpage>287</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0308-8146(99)00189-2">https://doi.org/10.1016/S0308-8146(99)00189-2</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0003">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Angerosa</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Servili</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Selvaggini</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Taticchi</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Esposto</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Montedoro</surname>
<given-names>G</given-names>
</name>
</person-group>
<article-title>Volatile compounds in virgin olive oil: occurrence and their relationship with the quality</article-title>
<source>J. Chromatogr. A</source>
<year>2004</year>
<volume>1054</volume>
<fpage>17</fpage>
<lpage>31</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.chroma.2004.07.093">https://doi.org/10.1016/j.chroma.2004.07.093</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0004">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beauchamp</surname>
<given-names>GK</given-names>
</name>
<name>
<surname>Keast</surname>
<given-names>RSJ</given-names>
</name>
<name>
<surname>Morel</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Pika</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>Q</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>CH</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>AB</given-names>
</name>
<name>
<surname>Breslin</surname>
<given-names>PAS</given-names>
</name>
</person-group>
<article-title>Phytochemistry: Ibuprofen-like activity in extra-virgin olive oil</article-title>
<source>Nature</source>
<year>2005</year>
<volume>437</volume>
<fpage>45</fpage>
<lpage>46</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/437045a">https://doi.org/10.1038/437045a</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0005">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ben Brahim</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Marrakchi</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Gargouri</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Bouaziz</surname>
<given-names>M</given-names>
</name>
</person-group>
<article-title>Optimization of malaxing conditions using CaCO<sub>3</sub>as a coadjuvant: A method to increase yield and quality of extra virgin olive oil cv</article-title>
<source>Chemlali. LWT-Food Sci. Technol.</source>
<year>2015</year>
<volume>63</volume>
<fpage>243</fpage>
<lpage>252</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.lwt.2015.03.013">https://doi.org/10.1016/j.lwt.2015.03.013</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0006">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Box</surname>
<given-names>GEP</given-names>
</name>
<name>
<surname>Hunter</surname>
<given-names>JS</given-names>
</name>
<name>
<surname>Hunter</surname>
<given-names>WG</given-names>
</name>
</person-group>
<year>2005</year>
<source>Statistics for Experimenters: Design, Innovation, and Discovery</source>
<edition>2</edition>
<publisher-name>John Wiley &#x0026; Sons Inc.</publisher-name>
<publisher-loc>New Jersey, USA</publisher-loc>
</mixed-citation>
</ref>
<ref id="cit0007">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cicerale</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Lucas</surname>
<given-names>LJ</given-names>
</name>
<name>
<surname>Keast</surname>
<given-names>RSJ</given-names>
</name>
</person-group>
<article-title>Antimicrobial, antioxidant and anti-inflammatory phenolic activities in extra virgin olive oil</article-title>
<source>Curr. Opin. Biotechnol.</source>
<year>2012</year>
<volume>23</volume>
<fpage>129</fpage>
<lpage>135</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.copbio.2011.09.006">https://doi.org/10.1016/j.copbio.2011.09.006</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0008">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clodoveo</surname>
<given-names>ML</given-names>
</name>
<name>
<surname>Hbaieb</surname>
<given-names>RH</given-names>
</name>
<name>
<surname>Kotti</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Mugnozza</surname>
<given-names>GS</given-names>
</name>
<name>
<surname>Gargouri</surname>
<given-names>M</given-names>
</name>
</person-group>
<article-title>Mechanical Strategies to Increase Nutritional and Sensory Quality of Virgin Olive Oil by Modulating the Endogenous Enzyme Activities</article-title>
<source>Compr. Rev. Food Sci. Food Saf.</source>
<year>2014</year>
<volume>13</volume>
<fpage>135</fpage>
<lpage>154</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/1541-4337.12054">https://doi.org/10.1111/1541-4337.12054</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0009">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Torres</surname>
<given-names>A de</given-names>
</name>
<name>
<surname>Esp&#x00ED;nola</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Moya</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Castro</surname>
<given-names>E</given-names>
</name>
</person-group>
<article-title>Composition of secoiridoid derivatives from Picual virgin olive oil using response surface methodology with regard to malaxation conditions, fruit ripening, and irrigation management</article-title>
<source>Eur. Food Res. Technol.</source>
<year>2016</year>
<volume>242</volume>
<fpage>1709</fpage>
<lpage>1718</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00217-016-2670-8">https://doi.org/10.1007/s00217-016-2670-8</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0010">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Esp&#x00ED;nola</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Moya</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Fern&#x00E1;ndez</surname>
<given-names>DG</given-names>
</name>
<name>
<surname>Castro</surname>
<given-names>E</given-names>
</name>
</person-group>
<article-title>Improved extraction of virgin olive oil using calcium carbonate as coadjuvant extractant</article-title>
<source>J. Food Eng.</source>
<year>2009</year>
<volume>92</volume>
<fpage>112</fpage>
<lpage>118</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jfoodeng.2008.10.038">https://doi.org/10.1016/j.jfoodeng.2008.10.038</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0011">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Esp&#x00ED;nola</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Moya</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Fern&#x00E1;ndez</surname>
<given-names>DG</given-names>
</name>
<name>
<surname>Castro</surname>
<given-names>E</given-names>
</name>
</person-group>
<article-title>Modelling of virgin olive oil extraction using response surface methodology</article-title>
<source>Int. J. Food Sci. Technol.</source>
<year>2011</year>
<volume>46</volume>
<fpage>2576</fpage>
<lpage>2583</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1365-2621.2011.02786.x">https://doi.org/10.1111/j.1365-2621.2011.02786.x</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0012">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Franco</surname>
<given-names>MN</given-names>
</name>
<name>
<surname>Galeano-D&#x00ED;az</surname>
<given-names>T</given-names>
</name>
<name>
<surname>S&#x00E1;nchez</surname>
<given-names>J</given-names>
</name>
<name>
<surname>De Miguel</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Mart&#x00ED;n-Vertedor</surname>
<given-names>D</given-names>
</name>
</person-group>
<article-title>Antioxidant capacity of the phenolic fraction and its effect on the oxidative stability of olive oil varieties grown in the southwest of Spain</article-title>
<source>Grasas Aceites</source>
<year>2014</year>
<volume>65</volume>
<fpage>e004.</fpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3989/gya.051513">https://doi.org/10.3989/gya.051513</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0013">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fregapane</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Salvador</surname>
<given-names>MD</given-names>
</name>
</person-group>
<article-title>Production of superior quality extra virgin olive oil modulating the content and profile of its minor components</article-title>
<source>Food Res. Int.</source>
<year>2013</year>
<volume>54</volume>
<fpage>1907</fpage>
<lpage>1914</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.foodres.2013.04.022">https://doi.org/10.1016/j.foodres.2013.04.022</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0014">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>G&#x00F3;mez-Rico</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Inarejos-Garc&#x00ED;a</surname>
<given-names>AM</given-names>
</name>
<name>
<surname>Salvador</surname>
<given-names>MD</given-names>
</name>
<name>
<surname>Fregapane</surname>
<given-names>G</given-names>
</name>
</person-group>
<article-title>Effect of malaxation conditions on phenol and volatile profiles in olive paste and the corresponding virgin olive oils (<italic>Olea europaea</italic> L. Cv. Cornicabra)</article-title>
<source>J. Agric. Food Chem.</source>
<year>2009</year>
<volume>57</volume>
<fpage>3587</fpage>
<lpage>3595</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1021/jf803505w">https://doi.org/10.1021/jf803505w</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0015">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>G&#x00F3;mez-Rico</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Salvador</surname>
<given-names>MD</given-names>
</name>
<name>
<surname>La Greca</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Fregapane</surname>
<given-names>G</given-names>
</name>
</person-group>
<article-title>Phenolic and volatile compounds of extra virgin olive oil (<italic>Olea europaea</italic> L. Cv. Cornicabra) with regard to fruit ripening and irrigation management</article-title>
<source>J. Agric. Food Chem.</source>
<year>2006</year>
<volume>54</volume>
<fpage>7130</fpage>
<lpage>7136</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1021/jf060798r">https://doi.org/10.1021/jf060798r</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0016">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Inarejos-Garc&#x00ED;a</surname>
<given-names>AM</given-names>
</name>
<name>
<surname>Fregapane</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Salvador</surname>
<given-names>MD</given-names>
</name>
</person-group>
<article-title>Effect of crushing on olive paste and virgin olive oil minor components</article-title>
<source>Eur. Food Res. Technol.</source>
<year>2011</year>
<volume>232</volume>
<fpage>441</fpage>
<lpage>451</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00217-010-1406-4">https://doi.org/10.1007/s00217-010-1406-4</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0017">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kalua</surname>
<given-names>CM</given-names>
</name>
<name>
<surname>Allen</surname>
<given-names>MS</given-names>
</name>
<name>
<surname>Bedgood</surname>
<given-names>DR</given-names>
</name>
<name>
<surname>Bishop</surname>
<given-names>AG</given-names>
</name>
<name>
<surname>Prenzler</surname>
<given-names>PD</given-names>
</name>
<name>
<surname>Robards</surname>
<given-names>K</given-names>
</name>
</person-group>
<article-title>Olive oil volatile compounds, flavour development and quality: A critical review</article-title>
<source>Food Chem.</source>
<year>2007</year>
<volume>100</volume>
<fpage>273</fpage>
<lpage>286</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.foodchem.2005.09.059">https://doi.org/10.1016/j.foodchem.2005.09.059</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0018">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kalua</surname>
<given-names>CM</given-names>
</name>
<name>
<surname>Bedgood</surname>
<given-names>DR</given-names>
</name>
<name>
<surname>Bishop</surname>
<given-names>AG</given-names>
</name>
<name>
<surname>Prenzler</surname>
<given-names>PD</given-names>
</name>
</person-group>
<article-title>Changes in volatile and phenolic compounds with malaxation time and temperature during virgin olive oil production</article-title>
<source>J. Agric. Food Chem.</source>
<year>2006</year>
<volume>54</volume>
<fpage>7641</fpage>
<lpage>7651</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1021/jf061122z">https://doi.org/10.1021/jf061122z</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0019">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luna</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Morales</surname>
<given-names>MT</given-names>
</name>
<name>
<surname>Aparicio</surname>
<given-names>R</given-names>
</name>
</person-group>
<article-title>Characterisation of 39 varietal virgin olive oils by their volatile compositions</article-title>
<source>Food Chem.</source>
<year>2006</year>
<volume>98</volume>
<fpage>243</fpage>
<lpage>252</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.foodchem.2005.05.069">https://doi.org/10.1016/j.foodchem.2005.05.069</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0020">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ranalli</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Contento</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Schiavone</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Simone</surname>
<given-names>N</given-names>
</name>
</person-group>
<article-title>Malaxing temperature affects volatile and phenol composition as well as other analytical features of virgin olive oil</article-title>
<source>Eur. J. Lipid Sci. Technol.</source>
<year>2001</year>
<volume>103</volume>
<fpage>228</fpage>
<lpage>238</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/1438-9312(200104)103:4&#x003C;228::AID-EJLT228&#x003E;3.0.CO;2-7">https://doi.org/10.1002/1438-9312(200104)103:4&#x003C;228::AID-EJLT228&#x003E;3.0.CO;2-7</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0021">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ranalli</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Pollastri</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Contento</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Iannucci</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Lucera</surname>
<given-names>L</given-names>
</name>
</person-group>
<article-title>Effect of olive paste kneading process time on the overall quality of virgin olive oil</article-title>
<source>Eur. J. Lipid Sci. Technol.</source>
<year>2003</year>
<volume>105</volume>
<fpage>57</fpage>
<lpage>67</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/ejlt.200390018">https://doi.org/10.1002/ejlt.200390018</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0022">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rodis</surname>
<given-names>PS</given-names>
</name>
<name>
<surname>Karathanos</surname>
<given-names>VT</given-names>
</name>
<name>
<surname>Mantzavinou</surname>
<given-names>A</given-names>
</name>
</person-group>
<article-title>Partitioning of olive oil antioxidants between oil and water phases</article-title>
<source>J. Agric. Food Chem.</source>
<year>2002</year>
<volume>50</volume>
<fpage>596</fpage>
<lpage>601</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1021/jf010864j">https://doi.org/10.1021/jf010864j</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0023">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Romero</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Saavedra</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Tapia</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Sep&#x00FA;lveda</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Aparicio</surname>
<given-names>R</given-names>
</name>
</person-group>
<article-title>Influence of agroclimatic parameters on phenolic and volatile compounds of Chilean virgin olive oils and characterization based on geographical origin, cultivar and ripening stage</article-title>
<source>J. Sci. Food Agric.</source>
<year>2016</year>
<volume>96</volume>
<fpage>583</fpage>
<lpage>592</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/jsfa.7127">https://doi.org/10.1002/jsfa.7127</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0024">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salas</surname>
<given-names>JJ</given-names>
</name>
<name>
<surname>S&#x00E1;nchez</surname>
<given-names>J</given-names>
</name>
</person-group>
<article-title>The decrease of virgin olive oil flavor produced by high malaxation temperature is due to inactivation of Hydroperoxide lyase</article-title>
<source>J. Agric. Food Chem.</source>
<year>1999</year>
<volume>47</volume>
<fpage>809</fpage>
<lpage>812</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1021/jf981261j">https://doi.org/10.1021/jf981261j</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0025">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Sanchez</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Salas</surname>
<given-names>JJ</given-names>
</name>
</person-group>
<person-group person-group-type="editor">
<name>
<surname>Aparicio</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Harwood</surname>
<given-names>J</given-names>
</name>
</person-group>
<article-title>Biog&#x00E9;nesis del aroma del aceite de oliva</article-title>
<source>Manual del Aceite de Oliva</source>
<year>2003</year>
<publisher-name>AMV Ediciones</publisher-name>
<publisher-name>Mundi-Prensa</publisher-name>
<publisher-loc>Madrid (Spain)</publisher-loc>
<fpage>89</fpage>
<lpage>107</lpage>
</mixed-citation>
</ref>
<ref id="cit0026">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Scotece</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Conde</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Abella</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Lopez</surname>
<given-names>V</given-names>
</name>
<name>
<surname>Pino</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Lago</surname>
<given-names>F</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>AB</given-names>
</name>
<name>
<surname>G&#x00F3;mez-Reino</surname>
<given-names>JJ</given-names>
</name>
<name>
<surname>Gualillo</surname>
<given-names>O</given-names>
</name>
</person-group>
<article-title>New drugs from ancient natural foods. Oleocanthal, the natural occurring spicy compound of olive oil: a brief history</article-title>
<source>Drug Discov. Today</source>
<year>2015</year>
<volume>20</volume>
<fpage>406</fpage>
<lpage>410</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.drudis.2014.10.017">https://doi.org/10.1016/j.drudis.2014.10.017</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0027">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Servili</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Selvaggini</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Esposto</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Taticchi</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Montedoro</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Morozzi</surname>
<given-names>G</given-names>
</name>
</person-group>
<article-title>Health and sensory properties of virgin olive oil hydrophilic phenols: agronomic and technological aspects of production that affect their occurrence in the oil</article-title>
<source>J. Chromatogr. A</source>
<year>2004</year>
<volume>1054</volume>
<fpage>113</fpage>
<lpage>127</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.chroma.2004.08.070">https://doi.org/10.1016/j.chroma.2004.08.070</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0028">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tripoli</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Giammanco</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Tabacchi</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Di Majo</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Giammanco</surname>
<given-names>S</given-names>
</name>
<name>
<surname>La Guardia</surname>
<given-names>M</given-names>
</name>
</person-group>
<article-title>The phenolic compounds of olive oil: structure, biological activity and beneficial effects on human health</article-title>
<source>Nutr. Res. Rev.</source>
<year>2005</year>
<volume>18</volume>
<fpage>98</fpage>
<lpage>112</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1079/NRR200495">https://doi.org/10.1079/NRR200495</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0029">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>V&#x00E1;zquez-Roncero</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Janer del Valle</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Janer del Valle</surname>
<given-names>ML</given-names>
</name>
</person-group>
<article-title>Determinaci&#x00F3;n de los polifenoles totales del aceite de oliva</article-title>
<source>Grasas Aceites</source>
<year>1973</year>
<volume>24</volume>
<fpage>350</fpage>
<lpage>357</lpage>
</nlm-citation>
</ref>
<ref id="cit0030">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vekiari</surname>
<given-names>SA</given-names>
</name>
<name>
<surname>Koutsaftakis</surname>
<given-names>A</given-names>
</name>
</person-group>
<article-title>The effect of different processing stages of olive fruit on the extracted olive oil polyphenol content</article-title>
<source>Grasas Aceites</source>
<year>2002</year>
<volume>53</volume>
<fpage>304</fpage>
<lpage>308</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3989/gya.2002.v53.i3.321">https://doi.org/10.3989/gya.2002.v53.i3.321</ext-link>
</comment>
</nlm-citation>
</ref>
<ref id="cit0031">
<nlm-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zribi</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Gargouri</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Jabeur</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Reba&#x00EF;</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Abdelhedi</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Bouaziz</surname>
<given-names>M</given-names>
</name>
</person-group>
<article-title>Enrichment of pan-frying refined oils with olive leaf phenolic-rich extract to extend the usage life</article-title>
<source>Eur. J. Lipid Sci. Technol.</source>
<year>2013</year>
<volume>115</volume>
<fpage>1443</fpage>
<lpage>1453</lpage>
<comment>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/ejlt.201300037">https://doi.org/10.1002/ejlt.201300037</ext-link>
</comment>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
