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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2024.1385877</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Lipids from the purple and white a&#x00E7;a&#x00ED; (<italic>Euterpe oleracea</italic> Mart) varieties: nutritional, functional, and physicochemical properties</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Santos</surname> <given-names>Orqu&#x00ED;dea Vasconcelos</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2430505/overview"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Lemos</surname> <given-names>Yasmin Silva</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>da Concei&#x00E7;&#x00E3;o</surname> <given-names>Leyvison Rafael Viera</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Teixeira-Costa</surname> <given-names>B&#x00E1;rbara E.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2730829/overview"/>
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<aff id="aff1"><sup>1</sup><institution>Programa de P&#x00F3;s-Gradua&#x00E7;&#x00E3;o em Ci&#x00EA;ncia e Tecnologia de Alimentos, Instituto de Tecnologia, Universidade Federal do Par&#x00E1; (UFPA)</institution>, <addr-line>Bel&#x00E9;m, Par&#x00E1;</addr-line>, <country>Brazil</country></aff>
<aff id="aff2"><sup>2</sup><institution>Programa de P&#x00F3;s-Gradua&#x00E7;&#x00E3;o em Engenharia Qu&#x00ED;mica, Instituto de Ci&#x00EA;ncias Exatas, Universidade Federal do Par&#x00E1; (UFPA)</institution>, <addr-line>Bel&#x00E9;m, Par&#x00E1;</addr-line>, <country>Brazil</country></aff>
<aff id="aff3"><sup>3</sup><institution>Programa de P&#x00F3;s-Gradua&#x00E7;&#x00E3;o em Biotecnologia, Universidade Federal do Amazonas (UFAM)</institution>, <addr-line>Manaus, Amazonas</addr-line>, <country>Brazil</country></aff>
<aff id="aff4"><sup>4</sup><institution>Departamento de Nutri&#x00E7;&#x00E3;o e Diet&#x00E9;tica, Faculdade de Nutri&#x00E7;&#x00E3;o Em&#x00ED;lia de Jesus Ferreiro, Universidade Federal Fluminense (UFF)</institution>, <addr-line>Rio de Janeiro</addr-line>, <country>Brazil</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Jos&#x00E9; M. Alvarez-Suarez, Universidad San Francisco de Quito, Ecuador</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Ivan Luzardo-Ocampo, Monterrey Institute of Technology and Higher Education, Mexico</p>
<p>Nirmal Mazumder, Manipal Academy of Higher Education, India</p></fn>
<corresp id="c001">&#x002A;Correspondence: Orqu&#x00ED;dea Vasconcelos Santos, <email>orquideavs@ufpa.br</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1385877</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Santos, Lemos, da Concei&#x00E7;&#x00E3;o and Teixeira-Costa.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Santos, Lemos, da Concei&#x00E7;&#x00E3;o and Teixeira-Costa</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The Brazilian superfruit called A&#x00E7;a&#x00ED; or Assa&#x00ED; has gained interested from researcher and consumers worldwide, due to its health-related properties. In this context, this pioneering study aimed to compare the physicochemical, nutritional, and thermal properties of vegetable oils obtained from two varieties of a&#x00E7;a&#x00ED; (<italic>Euterpe oleracea</italic>), purple and white. Both a&#x00E7;a&#x00ED; oils from white (WAO) and purple (PAO) varieties were obtained by using the conventional solid&#x2013;liquid extraction, which resulted in oil yields ranging from 52 to 61%. WAO and PAO were analyzed by their edibility quality parameters given the recommendations from Codex Alimentarius; their nutritional functionality indices and their composition of fatty acids and triglycerides content were estimated. Both oils showed low levels of acidity and peroxides, &#x003C;1.8&#x2009;mg&#x2009;KOH&#x2009;g<sup>&#x2212;1</sup> and &#x003C;&#x2009;1.7&#x2009;mEq&#x2009;kg<sup>&#x2212;1</sup>, respectively, which are good indicators of their preservation status, agreeing with the food regulations. PAO and WAO showed differences among the composition of fatty acids, mainly related to the content of monounsaturated fatty acids (MUFAs), which were 62.5 and 39.5%, respectively, mainly oleic acid. Regarding the polyunsaturated fatty acids (PUFAs), the WAO showed up to 23% of linoleic acid, whereas the PAO exhibited up to 11% of it. These differences reflect on the values of the nutritional functionality indices, atherogenic (AI), thrombogenic (IT), and hypocholesterolemic/hypercholesterolemic ratio (H/H). Both PAO and WAO showed low levels of AI and TI and superior values of H/H than other oilseeds from the literature. These results indicate the nutritional properties of a&#x00E7;a&#x00ED; oils regarding a potential cardioprotective effect when included in a regular dietary intake. The thermogravimetric behavior and the evaluation of oxidation status by infrared spectroscopy (FTIR) were also studied. Both a&#x00E7;a&#x00ED; oils demonstrated higher thermal stability (with an onset temperature ranging from 344 to 350&#x2009;&#x00B0;C) and low indications of oxidation status, as no chemical groups related to it were noted in the FTIR spectrum, which agrees with the determined acidity and peroxide content. Moreover, the FTIR analysis unveiled characteristic chemical groups related to fatty acids and triglycerides, agreeing with the literature reports. These findings collectively contribute to a deeper comprehension of the nutritional and functional properties between white and purple a&#x00E7;a&#x00ED; oils, offering valuable insights into their potential health, food, and industrial applications.</p>
</abstract>
<kwd-group>
<kwd>vegetable oils</kwd>
<kwd><italic>Euterpe oleracea</italic></kwd>
<kwd>Amazonian fruit</kwd>
<kwd>tropical fruit</kwd>
<kwd>superfruit</kwd>
<kwd>fatty acids profile</kwd>
<kwd>a&#x00E7;a&#x00ED;</kwd>
<kwd>assa&#x00ED;</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="5"/>
<equation-count count="4"/>
<ref-count count="48"/>
<page-count count="10"/>
<word-count count="7861"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition and Food Science Technology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>The so-called superfruits or superfoods have gained popularity among researchers and consumers. Among this, a&#x00E7;a&#x00ED; berries stand out as an emerging Amazonian &#x2018;superfruit&#x2019;, mainly because of their nutritional and health-related properties (<xref ref-type="bibr" rid="ref1">1</xref>). The higher concentration polyphenols, with prominent two groups of anthocyanins, cyanidin-3-glycoside and cyanidin-3-rutinoside, are linked to their antioxidant, anti-inflammatory, and other therapeutic properties (<xref ref-type="bibr" rid="ref1">1</xref>&#x2013;<xref ref-type="bibr" rid="ref4">4</xref>). Diverse studies have demonstrated the health benefits of the intake of a&#x00E7;a&#x00ED; (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref4">4</xref>&#x2013;<xref ref-type="bibr" rid="ref6">6</xref>). These beneficial properties have led to a growing popularity of a&#x00E7;ai all over the world, especially in the USA, Europe, and Japan (<xref ref-type="bibr" rid="ref7">7</xref>).</p>
<p>A&#x00E7;a&#x00ED; palm tree (<italic>Euterpe</italic> genus) belongs to the <italic>Arecaceae</italic> family, and its fruits exhibit a globular or ovoid drupaceous form that ranges from 1 to 2&#x2009;cm in diameter and 0.8&#x2013;2.3&#x2009;g of weight (<xref ref-type="bibr" rid="ref1">1</xref>). The fruit epicarp is firmly adhered to its mesocarp, which is the edible portion that represents a thin pulp layer approximately 1&#x2013;2&#x2009;mm (<xref ref-type="bibr" rid="ref8">8</xref>). In Brazil, three species of a&#x00E7;a&#x00ED; can be found, <italic>Euterpe oleracea</italic>, <italic>Euterpe precatoria</italic>, and <italic>Euterpe edulis</italic> (<xref ref-type="bibr" rid="ref1">1</xref>). The most consumed and produced a&#x00E7;a&#x00ED; fruit belongs to the <italic>Euterpe oleracea</italic> species and is linked to its dark purple color, which is mainly given by the presence of anthocyanins (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). The white a&#x00E7;a&#x00ED; variety is commonly found in street markets and food stores and consumed in the Northern region of Brazil, especially within the state of Par&#x00E1; (which is also the largest a&#x00E7;a&#x00ED; producer) (<xref ref-type="bibr" rid="ref8">8</xref>). Data provided by the Federation of Industries of the State of Par&#x00E1; (FIEPA) reveal that the state exported over 8.158 million tons of a&#x00E7;a&#x00ED; in 2022, with a financial trade of over US$16.5 million (R$133.8 million) (<xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>Many physicochemical and nutritional differences between the three species of Brazilian a&#x00E7;a&#x00ED; have been reported (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref10">10</xref>&#x2013;<xref ref-type="bibr" rid="ref12">12</xref>). Those differences are related not only to the characteristics of each specie but also to other environmental factors, such as climate, harvesting season, geographical location, and many others. Because of these, a&#x00E7;a&#x00ED; fruits from the same species but harvested from different geographical locations can show diverse physicochemical and nutritional properties. Generally, a&#x00E7;a&#x00ED; fruits from the <italic>Euterpe oleracea</italic> species possess a high content of lipids approximately 50%, fibers with up to 25%, and proteins with up to 10%, which makes it a highly caloric food, especially because the lipids content (<xref ref-type="bibr" rid="ref1">1</xref>). This lipid content is composed of high levels of unsaturated fatty acids, especially oleic acid, making a&#x00E7;a&#x00ED; oil considered nutritionally similar to olive oil (<xref ref-type="bibr" rid="ref13">13</xref>). Despite the high content of monounsaturated fatty acids (MUFA) with up to 60.6%, a&#x00E7;a&#x00ED; oil from <italic>Euterpe oleracea</italic> specie also shows up to 13.3% of polyunsaturated fatty acids (PUFA), contributed significantly by linoleic acid (12.5%), and up to 26.1% of saturated fatty acids, from which palmitic acid stands out (<xref ref-type="bibr" rid="ref13">13</xref>). Regarding the content of bioactive substances, Matta et al. (<xref ref-type="bibr" rid="ref8">8</xref>) have studied the polyphenols content in the white a&#x00E7;a&#x00ED; and found that the pulp fruit displays total phenolics ranging up to 11.70&#x2009;&#x00B1;&#x2009;0.24&#x2009;mg gallic acid equivalent/g, while a total flavonoid was approximately 2.38&#x2009;&#x00B1;&#x2009;0.35&#x2009;mg quercetin equivalent/g, and less than &#x003C;0.01&#x2009;mg cyanidin-3-glucoside equivalent/g as total anthocyanins. These substances play an important role in the preservation of the pulp fruit as well as show relevant biologically health properties incorporated into the dietary intake (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref14">14</xref>&#x2013;<xref ref-type="bibr" rid="ref16">16</xref>). As far as it is known, there is scarce information available regarding the physicochemical and nutritional properties of the white variety of a&#x00E7;a&#x00ED;, compared to the common purple a&#x00E7;a&#x00ED; fruit.</p>
<p>In this context, this study aimed to study the physicochemical, nutritional, and thermal properties of vegetable oils obtained from two varieties of a&#x00E7;a&#x00ED; (<italic>Euterpe oleracea</italic>), purple and white. For this, both a&#x00E7;a&#x00ED; oils were analyzed by their edibility quality parameters given the recommendations from Codex Alimentarius, their nutritional functionality indices and the composition of fatty acids and triglycerides content were estimated. The thermogravimetric property and the evaluation of oxidation status by infrared spectroscopy (FTIR) were also studied.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methodology</title>
<sec id="sec3">
<label>2.1</label>
<title>Materials and methods</title>
<p>The pulp of a&#x00E7;a&#x00ED; from the purple (PAO) and white (WAO) varieties were purchased at a commercial shop market located in the city of Bel&#x00E9;m, Par&#x00E1;, Brazil, duly certified by the national sanitary surveillance agency. This study was registered in the Brazilian National System for the Management of Genetic Heritage and Associated Traditional Knowledge (SisGen) for the research use of this vegetal product from the Brazilian Flora (registration number&#x2014;AF69F86). The pulp samples were transported in polyethylene cartons and styrofoam boxes and kept under refrigeration conditions until the Food Sciences laboratory at the Faculty of Nutrition (FANUT), Federal University of Par&#x00E1; (UFPA), where it was immediately frozen at &#x2212;18&#x00B0;C&#x2009;&#x00B1;&#x2009;2&#x00B0;C in conventional freezer equipment. After this, the a&#x00E7;a&#x00ED; pulp samples were freeze-dried at &#x2212;40&#x00B0;C for 48&#x2009;h under vacuum using a Solab freeze-dryer (model SL-404, Solab Cient&#x00ED;fica, Piracicaba&#x2014;SP, Brazil). The freeze-dried samples were vacuum-packed and stored under light protection at room temperature until further analysis. All the chemicals used in this study were of analytical grade purchased from Sigma-Aldrich Brazil Ltd. (S&#x00E3;o Paulo, SP, Brazil).</p>
<sec id="sec4">
<label>2.1.1</label>
<title>Oil extraction and yield</title>
<p>The a&#x00E7;a&#x00ED; oil extraction was performed using the solid&#x2013;liquid method carried out on a Soxhlet apparatus, according to the method n&#x00B0; 948.22 of the Association of Official Agricultural Chemists&#x2014;AOAC International (<xref ref-type="bibr" rid="ref17">17</xref>), using <italic>n</italic>-hexane as a solvent extractor. The extraction procedure was performed in triplicate for each a&#x00E7;a&#x00ED; variety, purple and white. The extracted oils were named WAO and PAO, regarding the white and purple a&#x00E7;a&#x00ED; samples, respectively. The oil extraction yield (OY%) was calculated according to the <xref ref-type="disp-formula" rid="EQ1">Eq. 1</xref>.</p>
<disp-formula id="EQ1"><label>(1)</label><mml:math id="M1"><mml:mi mathvariant="normal">O</mml:mi><mml:mi mathvariant="normal">Y</mml:mi><mml:mo>%</mml:mo><mml:mo>=</mml:mo><mml:mfrac><mml:msub><mml:mi mathvariant="normal">W</mml:mi><mml:mtext>oil</mml:mtext></mml:msub><mml:msub><mml:mi mathvariant="normal">W</mml:mi><mml:mtext>sample</mml:mtext></mml:msub></mml:mfrac><mml:mo>&#x00D7;</mml:mo><mml:mn>100</mml:mn></mml:math></disp-formula>
<p>Where W<sub>oil</sub> is the weight of extracted oil (in grams), and W<sub>sample</sub> is the weight of freeze-dried a&#x00E7;a&#x00ED; pulp (in grams).</p>
</sec>
</sec>
<sec id="sec5">
<label>2.2</label>
<title>Physicochemical parameters of a&#x00E7;a&#x00ED; oils</title>
<p>To evaluate the physicochemical quality of the a&#x00E7;a&#x00ED; oils, WAO and PAO, as a source of edible lipids, their density, refractive index, and acidity and peroxide values were performed according to American Oil Chemists&#x2019; Society (AOCS) official methods. Density was measured using a digital density meter (DA-130; Kyoto Electronics Manufacturing Co., Ltd., Kyoto, Japan) at room temperature (25&#x00B0;C), and the refractive index was measured at 20&#x00B0;C using an Abbe refractometer (model AR/200, Tecnal, Piracicaba&#x2014;SP, Brazil) according to the official method of AOCS (<xref ref-type="bibr" rid="ref18">18</xref>). Acidity and peroxide values of the a&#x00E7;a&#x00ED; oils were determined according to official methods Cd 3d-63 and Cd 8&#x2013;53 from AOCS, respectively (<xref ref-type="bibr" rid="ref19">19</xref>).</p>
</sec>
<sec id="sec6">
<label>2.3</label>
<title>Determination of fatty acids profiles of a&#x00E7;a&#x00ED; oils</title>
<p>The fatty acids (FAs) profile of WAO and PAO were determined by gas chromatography (GC) using the following methodologies. First, the FAs were methyl esterification according to the boron trifluoride (BF<sub>3</sub>) method ISO 5509:2000 reported by the International Standardization Organization (ISO) (<xref ref-type="bibr" rid="ref20">20</xref>). After phase separation, the supernatant was collected and used in gas chromatography (GC Varian 430) analysis to determine the fatty acid profile according to ISO 5509 (<xref ref-type="bibr" rid="ref20">20</xref>). After phase separation, the supernatant was collected and submitted to GC analysis. The GC was performed using a gas chromatography equipped with a microcomputer using the software Galaxie Chromatography based on the following chromatographic conditions: fused silica SP&#x00AE;-2560 capillary column (Supelco, United States) (100&#x2009;m in length x 0.25&#x2009;mm of internal diameter) containing 0.2&#x2009;&#x03BC;m of polyethylene glycol. The operating conditions were as follows: split injection, ratio of 50:1; column temperature at 140&#x00B0;C for 5&#x2009;min, programmed with an increasing rate of 4&#x00B0;C per min up to 240&#x00B0;C, carrier gas: helium, isobaric pressure of 37&#x2009;psi, the linear velocity of 20&#x2009;cm/s; makeup gas: helium at 29&#x2009;mL/min; injector temperature of 250&#x00B0;C, model Varian CP-8410 (Autosampler); detector temperature of 250&#x00B0;C. The qualitative composition was determined by comparing the time of peak retention with the respective profiles of fatty acids. Internal standards, C<sub>15:0</sub>&#x2014;methyl pentadecanoate and 37-Component FAME Mix (methyl esters of fatty acids ranging from C<sub>4</sub> to C<sub>24</sub> CRM47885 from Sigma&#x2013;Aldrich, Milan, Italy) were used. The quantitative composition was carried out by area normalization, being expressed in mass percentage as established by the official method Ce 1&#x2013;62 (<xref ref-type="bibr" rid="ref21">21</xref>).</p>
</sec>
<sec id="sec7">
<label>2.4</label>
<title>Nutritional functionality of lipid fractions</title>
<p>The composition of FAs of WAO and PAO was classified into fractions, as saturated fatty acids (SFA), unsaturated fatty acids (UFA), monounsaturated fatty acids (MUFA), and polyunsaturated fatty acids (PUFA), according to the presence and number of double or triple bonds. These fractions were used to determine the nutritional indices as follows: atherogenicity index (AI), thrombogenicity index (TI) according to Ulbricht and Southgate (<xref ref-type="bibr" rid="ref22">22</xref>), and the hypocholesterolemic/hypercholesterolemic ratio (HH) as proposed by Chen et al. (<xref ref-type="bibr" rid="ref23">23</xref>). The <xref ref-type="disp-formula" rid="EQ2">Eqs 2</xref>&#x2013;<xref ref-type="disp-formula" rid="EQ4">4</xref> were used to calculate the AI, TI, and HH indices, respectively.</p>
<disp-formula id="EQ2"><label>(2)</label><mml:math id="M2"><mml:mtext>AI</mml:mtext><mml:mo>=</mml:mo><mml:mfrac><mml:mfenced open="[" close="]"><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>12</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:mn>4</mml:mn><mml:mo>&#x00D7;</mml:mo><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>14</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>16</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mfenced></mml:mfenced><mml:mfenced open="(" close=")"><mml:mrow><mml:mtext>PUFA</mml:mtext><mml:mo>+</mml:mo><mml:mtext>MUFA</mml:mtext></mml:mrow></mml:mfenced></mml:mfrac></mml:math></disp-formula>
<disp-formula id="EQ3"><label>(3)</label><mml:math id="M3"><mml:mi mathvariant="normal">T</mml:mi><mml:mi mathvariant="normal">I</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>12</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>16</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>18</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mfenced><mml:mfenced open="[" close="]"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:mspace width="0.25em"/><mml:mfenced open="(" close=")"><mml:mrow><mml:mn>0.5</mml:mn><mml:mo>&#x00D7;</mml:mo><mml:mtext>MUFA</mml:mtext></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:mn>0.5</mml:mn><mml:mo>&#x00D7;</mml:mo><mml:mi mathvariant="normal">n</mml:mi><mml:mn>6</mml:mn><mml:mtext>PUFA</mml:mtext></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:mn>3</mml:mn><mml:mo>&#x00D7;</mml:mo><mml:mi mathvariant="normal">n</mml:mi><mml:mn>3</mml:mn><mml:mtext>PUFA</mml:mtext></mml:mrow></mml:mfenced></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mo>+</mml:mo><mml:mfenced open="(" close=")"><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">n</mml:mi><mml:mn>3</mml:mn><mml:mtext>PUFA</mml:mtext></mml:mrow><mml:mrow><mml:mi mathvariant="normal">n</mml:mi><mml:mn>6</mml:mn><mml:mtext>PUFA</mml:mtext></mml:mrow></mml:mfrac></mml:mfenced></mml:mtd></mml:mtr></mml:mtable></mml:mfenced></mml:mfrac></mml:math></disp-formula>
<disp-formula id="EQ4"><label>(4)</label><mml:math id="M4"><mml:mi mathvariant="normal">H</mml:mi><mml:mo stretchy="true">/</mml:mo><mml:mi mathvariant="normal">H</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>18</mml:mn><mml:mo>:</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mtext>PUFA</mml:mtext></mml:mrow><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>12</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>14</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mrow><mml:mn>16</mml:mn><mml:mo>:</mml:mo><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mfenced></mml:mfrac></mml:math></disp-formula>
</sec>
<sec id="sec8">
<label>2.5</label>
<title>Estimation of triacylglycerol composition of a&#x00E7;a&#x00ED; oils</title>
<p>The triacylglycerol composition of a&#x00E7;a&#x00ED; oils, WAO and PAO, were estimated using the open-access software PrOleos&#x00AE; (available online at <ext-link xlink:href="https://lames.quimica.ufg.br/p/4035-courseware" ext-link-type="uri">https://lames.quimica.ufg.br/p/4035-courseware</ext-link>). This platform uses the hypothesis of 1,3-random-2-random distribution, thereby predicting the molar percentage of triacylglycerols (TAGs) present in the oil according to its fatty acid composition (<xref ref-type="bibr" rid="ref24">24</xref>). Groups of TAGs with the same equivalent carbon number (ECN) and groups with less than 0.5% (w/w) of the total concentration were disregarded.</p>
</sec>
<sec id="sec9">
<label>2.6</label>
<title>Fourier transform infrared spectroscopy (FTIR)</title>
<p>Fourier transform infrared spectroscopy (FTIR) analyses were carried out using a Perkin Elmer spectrometer, Frontier 98,737 model (Waltham, MA, United States) at ambient temperature in the 4,000&#x2013;400&#x2009;cm<sup>&#x2212;1</sup> range. The spectra were registered by averaging 20 scans with a resolution of 4&#x2009;cm<sup>&#x2212;1</sup> in transmission mode. The sample WAO and PAO were analyzed as potassium bromide (KBr) disks.</p>
</sec>
<sec id="sec10">
<label>2.7</label>
<title>Thermogravimetric analysis and differential calorimetric analysis (DSC)</title>
<p>The thermogravimetric analysis (TG) was used to investigate the thermal stability of WAO and PAO and was carried out for the samples under a nitrogen atmosphere on a TA Instrument, model Q-500 (New Castle, DE, United States). Approximately 10&#x2009;mg of sample was heated from 25&#x00B0;C to 700&#x00B0;C at a 10&#x00B0;C/min rate. The derivative (DTG) curves were used to measure and compare the peak temperatures. Experimental data were analyzed with Origin 8.0 (OriginLab Corp., Northampton, MA).</p>
<p>The thermal properties of SRO were investigated using a DSC Q-1000 Differential Scanning Calorimetry (DSC) equipment from TA Instruments (New Castle, DE, United States). Samples of 5.0&#x2009;&#x00B1;&#x2009;0.5&#x2009;mg were sealed in an aluminum pan with a pinhole and subjected to a nitrogen atmosphere at a 50&#x2009;mL&#x2009;min<sup>&#x2212;1</sup> flow rate. The first ramp was equilibrated at &#x2212;50&#x00B0;C and heated until 250&#x00B0;C at a 10&#x00B0;C min<sup>&#x2212;1</sup> rate. An isothermal ramp kept the temperature at 250&#x00B0;C for 1&#x2009;min, and then, a cooling ramp (quenching) at a fast cooling rate used to equilibrate the temperature at &#x2212;50&#x00B0;C. All consecutive measurements were heated, cooled, and reheated from &#x2212;50 to 250&#x00B0;C at a 10&#x00B0;C min<sup>&#x2212;1</sup> rate. The DSC profile was analyzed with the Universal Analysis software version 4.2 (TA instruments, New Castle, DE, United States).</p>
</sec>
<sec id="sec11">
<label>2.8</label>
<title>Statistical analysis</title>
<p>The analysis of the oil yield, quality, and fatty acid profile was performed in triplicate (mean&#x2009;&#x00B1;&#x2009;standard deviation), and the results were subjected to analysis of variance (ANOVA) at the significance level of 5% and Tukey&#x2019;s test (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05), using the software Statistica version 7.0.</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<label>3</label>
<title>Results and discussion</title>
<p>The results from the extraction and physicochemical characterization of the a&#x00E7;a&#x00ED; oils, WAO and PAO, are presented in the following sections.</p>
<sec id="sec13">
<label>3.1</label>
<title>Extraction yield and physicochemical parameters of a&#x00E7;a&#x00ED; oils</title>
<p>The extractions resulted in oil yields of 52.2% from the white a&#x00E7;a&#x00ED; variety and 60.7% from the purple a&#x00E7;a&#x00ED; variety. These results are higher than the findings of Buratto et al. (<xref ref-type="bibr" rid="ref25">25</xref>) and are quite similar to the findings of Lucas et al. (<xref ref-type="bibr" rid="ref26">26</xref>). Oliveira and Schwartz (<xref ref-type="bibr" rid="ref10">10</xref>) cited that a&#x00E7;a&#x00ED; fruits can possess from 21 to 53% of lipids. It is well known that conventional solid&#x2013;liquid extractions, such as the Soxhlet-based ones, are frequently used to extract lipids from diverse food matrixes. However, other unconventional methods have been used for the same end. In the study by Silva et al. (<xref ref-type="bibr" rid="ref13">13</xref>), the oil from freeze-dried a&#x00E7;a&#x00ED; was extracted by using CO<sub>2</sub> supercritical fluid extractions, and their oil yield ranged from 49.28 to 57.06%, with the following condition procedures: 60&#x00B0;C of temperature and 420&#x2009;bar of pressure, and 70&#x00B0;C and 490&#x2009;bar of pressure. These results show that a&#x00E7;a&#x00ED; oil has a high extraction yield under diverse methods. The physicochemical quality parameters in the oils, WAO and PAO, are shown in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption><p>Physicochemical quality parameters in WAO and PAO.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Analyses</th>
<th align="center" valign="top">WAO</th>
<th align="center" valign="top">PAO</th>
<th align="center" valign="top">Recommended levels&#x002A;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Acidity index (mg KOH/ g)</td>
<td align="center" valign="top">1.53&#x2009;&#x00B1;&#x2009;0.15</td>
<td align="center" valign="top">1.75&#x2009;&#x00B1;&#x2009;0.03</td>
<td align="center" valign="top">4.0&#x2009;mg</td>
</tr>
<tr>
<td align="left" valign="top">Peroxide index (mEq/ kg)</td>
<td align="center" valign="top">1.43&#x2009;&#x00B1;&#x2009;0.75</td>
<td align="center" valign="top">1.72&#x2009;&#x00B1;&#x2009;0.75</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top">Density (25&#x00B0;C g/ mL)</td>
<td align="center" valign="top">0.95&#x2009;&#x00B1;&#x2009;0.07</td>
<td align="center" valign="top">0.94&#x2009;&#x00B1;&#x2009;0.03</td>
<td align="center" valign="top">ND</td>
</tr>
<tr>
<td align="left" valign="top">Refractive Index (at 25&#x00B0;C)</td>
<td align="center" valign="top">1.457&#x2009;&#x00B1;&#x2009;0.00</td>
<td align="center" valign="top">1.477&#x2009;&#x00B1;&#x2009;0.00</td>
<td align="center" valign="top">ND</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>WAO, white a&#x00E7;a&#x00ED; oil; PAO, purple a&#x00E7;a&#x00ED; oil. Data are presented as mean&#x2009;&#x00B1;&#x2009;standard deviation (<italic>n</italic>&#x2009;=&#x2009;3). <sup>&#x002A;</sup>Recommended levels by Codex Alimentarius (<xref ref-type="bibr" rid="ref27">27</xref>). ND, Not defined.</p>
</table-wrap-foot>
</table-wrap>
<p><xref ref-type="table" rid="tab1">Table 1</xref> presents the results from the physicochemical quality indices for both white and purple a&#x00E7;a&#x00ED; oils. The acidity and peroxide content showed lower levels than the Codex Alimentarius (<xref ref-type="bibr" rid="ref27">27</xref>) recommendation for edible vegetable oils. Acidity and peroxides can be used as indicators for lipid oxidation and hydrolysis, which should be as low as possible in vegetable oils for human consumption (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref29">29</xref>). Higher values of acidity can be correlated with a higher content of free fatty acids from hydrolytic degradation, while higher peroxide values indicate the presence of primary oxidation products and hydroperoxides, which can be decomposed into other secondary oxidation products (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref28">28</xref>). It is well known that several environmental and processing factors can influence the quality of vegetable oils, including ripening state, harvesting season, post-harvesting conditions, and processing steps, such as extraction methods, as well as inner factors related to the fruit species.</p>
<p>As both, WAO and PAO showed low levels of acidity and peroxides, it is possible to suggest that both oils can be edible and that the extraction method and other inner factors related to a&#x00E7;a&#x00ED; pulp compounds, such as polyphenols, could contribute to preserving their quality. In the study by Pacheco-Palencia et al. (<xref ref-type="bibr" rid="ref18">18</xref>), a&#x00E7;a&#x00ED; oil displayed low free fatty acids (&#x003C;0.1%) and low peroxide values (&#x003C;10&#x2009;mEq/kg) prior to and after 10&#x2009;weeks of storage at 20, 30, or 40&#x00B0;C. These authors suggest that the content of phenolic substances in a&#x00E7;a&#x00ED; oil was able to protect it from oxidative degradation under storage conditions (<xref ref-type="bibr" rid="ref18">18</xref>). In another work, a&#x00E7;a&#x00ED; oil displayed low peroxide values (&#x003C;10&#x2009;mEq/kg) up to 3&#x2009;days of oxidative accelerated storage conditions, 60&#x00B0;C for 7&#x2009;days (<xref ref-type="bibr" rid="ref19">19</xref>). When the a&#x00E7;a&#x00ED; oil was incorporated with 400&#x2009;ppm of myricetin, the low levels of peroxides increased to 5&#x2009;days under 60&#x00B0;C of storage (<xref ref-type="bibr" rid="ref19">19</xref>).</p>
<p>The density and refractive index of both a&#x00E7;a&#x00ED; oils, PAO and WAO, were quite similar, ranging from 0.94 to 0.95&#x2009;g/mL and approximately 1.48 and 1.46, respectively. Castro et al. (<xref ref-type="bibr" rid="ref20">20</xref>) found that a&#x00E7;a&#x00ED; (<italic>Euterpe oleracea</italic> Mart.) oil extracted by using a solid&#x2013;liquid extraction with a Soxhlet apparatus showed a density value approximately 0.76&#x2009;g/mL, a lesser value than this study. These differences can be related to the inner factors of a&#x00E7;a&#x00ED; samples as well as to the chemical composition of the extracted oils. The apparent density of vegetable oils is relevant information regarding their flow rate as well as a mass transfer during processing, especially during frying and cooling steps when cooking (<xref ref-type="bibr" rid="ref21">21</xref>). Despite this, both parameters are important physical characteristics used in the global vegetable oil trade. Apparent density is relevant information for the exportation of vegetable oils because the volume must be converted into mass while loading and discharging of a ship (<xref ref-type="bibr" rid="ref22">22</xref>). The Codex Alimentarius (<xref ref-type="bibr" rid="ref27">27</xref>) presents the apparent density and refractive index for some vegetable oils, such as palm oil and palm kernel olein, which range from 0.889 to 0.895&#x2009;g /mL (at 50&#x00B0;C) and 0.904 to 0.907&#x2009;g /mL, and 1.454 to 1.456 (at 50&#x00B0;C) and 1.451 to 1.453, respectively.</p>
</sec>
<sec id="sec14">
<label>3.2</label>
<title>Fatty acids (FAs) profiles of a&#x00E7;a&#x00ED; oils</title>
<p>The FAs profile of both a&#x00E7;a&#x00ED; oils, WAO and PAO, are presented in <xref ref-type="table" rid="tab2">Table 2</xref>. The monounsaturated fatty acids (MUFAs) were dominant in PAO and WAO, especially due to the major content of oleic acid, ~62.5% and&#x2009;~&#x2009;39.1%, respectively. It was noted that the WAO showed higher levels of saturated fatty acids (SFAs), ~37.1%, than the PAO, ~23.8%. The main predominant SFAs in both oils were palmitic acid followed by stearic acid. Regarding the content of polyunsaturated fatty acids (PUFAs), the WAO showed higher levels than PAO, especially regarding linoleic acid (C18:2 &#x03C9;-6). The higher content of oleic acid in PAO could be a suggestion that it could have a greater nutritional property than WAO, as diets with a higher proportion of UFAs than SFAs have been linked with a reduction of total cholesterol and the prevention of cardiovascular diseases (<xref ref-type="bibr" rid="ref23">23</xref>). The a&#x00E7;a&#x00ED; oils studied by Silva et al. (<xref ref-type="bibr" rid="ref13">13</xref>) displayed a similar content of MUFAs, which ranged from 65.43 to 67.72%, also related to the major proportion of oleic acid. These authors also found that palmitic acids were the main SFAs, ranging from 21.15 to 21.79% (<xref ref-type="bibr" rid="ref13">13</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption><p>Fatty acid profile in PAO and WAO.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Fatty acids</th>
<th align="center" valign="top">PAO (%)</th>
<th align="center" valign="top">WAO (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Saturated fatty acids (SFAs)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Myristic acid (C:14)</td>
<td align="center" valign="middle">N.d.</td>
<td align="center" valign="middle">0.11&#x2009;&#x00B1;&#x2009;0.03</td>
</tr>
<tr>
<td align="left" valign="middle">Palmitic acid (C:16)</td>
<td align="center" valign="middle">21.89&#x2009;&#x00B1;&#x2009;1.33<sup>a</sup></td>
<td align="center" valign="middle">31.08&#x2009;&#x00B1;&#x2009;0.33<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="middle">Stearic acid (C18:0)</td>
<td align="center" valign="middle">1.86&#x2009;&#x00B1;&#x2009;0.57<sup>a</sup></td>
<td align="center" valign="middle">5.73&#x2009;&#x00B1;&#x2009;0.59<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="middle" char="&#x00D7;">Arachidic acid (C20:4)</td>
<td align="center" valign="middle">N.d.</td>
<td align="center" valign="middle">0.62&#x2009;&#x00B1;&#x2009;0.07</td>
</tr>
<tr>
<td align="left" valign="middle">Behenic acid (C20:0)</td>
<td align="center" valign="middle">N.d.</td>
<td align="center" valign="middle">0.19&#x2009;&#x00B1;&#x2009;0.05</td>
</tr>
<tr>
<td align="left" valign="middle">Monounsaturated fatty acids (MUFAs)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Palmitoleic acid (C16:1)</td>
<td align="center" valign="middle">3.06&#x2009;&#x00B1;&#x2009;0.7<sup>a</sup></td>
<td align="center" valign="middle">0.39&#x2009;&#x00B1;&#x2009;0.08<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="middle">Oleic acid (C18:1 &#x03C9;-9)</td>
<td align="center" valign="middle">62.45&#x2009;&#x00B1;&#x2009;3.07<sup>a</sup></td>
<td align="center" valign="middle">39.08&#x2009;&#x00B1;&#x2009;3.23<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="middle">Polyunsaturated fatty acids (PUFAs)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Linoleic acid (C18:2 &#x03C9;-6)</td>
<td align="center" valign="middle">10.26&#x2009;&#x00B1;&#x2009;1.13<sup>a</sup></td>
<td align="center" valign="middle">22.80&#x2009;&#x00B1;&#x2009;2.03<sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="middle">Linolenic acid (C18:3 &#x03C9;-3)</td>
<td align="center" valign="middle">0.49&#x2009;&#x00B1;&#x2009;0.13</td>
<td align="center" valign="middle">N.d.</td>
</tr>
<tr>
<td align="left" valign="middle">&#x03A3; Saturated fatty acids (%)</td>
<td align="center" valign="middle">23.75</td>
<td align="center" valign="middle">37.11</td>
</tr>
<tr>
<td align="left" valign="middle">&#x03A3; Unsaturated fatty acids (%)</td>
<td align="center" valign="middle">76.256</td>
<td align="center" valign="middle">62.890</td>
</tr>
<tr>
<td align="left" valign="middle">&#x03A3; Monounsaturated (%)</td>
<td align="center" valign="middle">62.453</td>
<td align="center" valign="middle">39.465</td>
</tr>
<tr>
<td align="left" valign="middle">&#x03A3; Polyunsaturated (%)</td>
<td align="center" valign="middle">10.746</td>
<td align="center" valign="middle">22.803</td>
</tr>
<tr>
<td align="left" valign="middle">&#x03A3; &#x03C9;-6 (%)</td>
<td align="center" valign="middle">10.258</td>
<td align="center" valign="middle">22.803</td>
</tr>
<tr>
<td align="left" valign="middle">Total (%)</td>
<td align="center" valign="middle">99.998</td>
<td align="center" valign="middle">99.996</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>WAO, white a&#x00E7;a&#x00ED; oil; PAO, purple a&#x00E7;a&#x00ED; oil; Data represent mean&#x2009;&#x00B1;&#x2009;standard deviation (<italic>n</italic>&#x2009;=&#x2009;3). The same letters on the same line indicate that there are no significant differences.</p>
</table-wrap-foot>
</table-wrap>
<p>Comparatively, the PAO showed higher levels of oleic acid than the soya bean oil (17&#x2013;30%), sesame seed oil (34.4&#x2013;45.5%), palm oil (36.0&#x2013;44.0%), sunflower seed oil, and rice bran oil (38&#x2013;48%), and content of linoleic oil in the range of the palm olein (10.0&#x2013;13.5%), and hazelnut oil (5.2&#x2013;18.7%), and higher than coconut oil (1.4&#x2013;6.6%) as presented in the Codex Alimentarius (<xref ref-type="bibr" rid="ref27">27</xref>). The PAO showed greater fatty acid composition than palm oil (<italic>Elaeis guineensis</italic>), especially regarding the content of oleic acid. This information is relevant as the use of palm oil in diverse food products has grown exponentially, due to the improvement of sensorial properties in products incorporated with palm oil (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref29">29</xref>). The dietary intake of UFAs, especially PUFAs from the omega-6 and omega-3 series, plays a significant role in the synthesis of key molecules to the immune system, such as eicosanoids and docosanoids (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref30">30</xref>). These eicosanoids are transformed into prostanoids by cyclooxygenases or form leukotrienes by lipooxygenases, which will influence different cellular functions and influencing metabolic, physiological, pathological, and inflammatory processes in the body (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). In this context, the consumption and use of vegetable oils with a greater content of unsaturated fatty acids should be pursued by the food industries and consumers, which could be an opportunity for the use of a&#x00E7;ai oils as ingredients in diverse food applications.</p>
</sec>
<sec id="sec15">
<label>3.3</label>
<title>Nutritional functionality of lipid fractions</title>
<p>The nutritional functionality of lipid fractions in both a&#x00E7;a&#x00ED; oils, PAO and WAO, is shown in <xref ref-type="table" rid="tab3">Table 3</xref>. The P/S ratio can be related to a greater proportion of PUFAs in the oils, which are linked to the prevention of an increase of body weight in diets with high-fat intake (<xref ref-type="bibr" rid="ref32">32</xref>). PAO displayed a higher P/S ratio than WAO, which is related to the higher amount of PUFAs in the first oil. PAO showed a similar P/S ratio to extra-virgin olive oil (0.6) and was higher than palm oil (0.02) (<xref ref-type="bibr" rid="ref29">29</xref>). A&#x00E7;a&#x00ED; oils in the study by Silva et al. (<xref ref-type="bibr" rid="ref13">13</xref>) displayed a P/S ratio ranging from 0.41 to 0.56. Beyond the P/S ratio, the AI, TI, and HH ratios are also relevant indices related to the nutritional function of FAs on human dietary intake. The first two indices, AI and TI, should be as low as possible, while the HH ratio should be higher (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref33">33</xref>). WAO presented a minor value for the AI and TI indices, ~0.3 and&#x2009;~&#x2009;0.6, respectively, and a higher proportion for the HH ratio, ~3.3. Compared to the palm oil (AI&#x2009;=&#x2009;2.7 and TI&#x2009;=&#x2009;3.5), both PAO and WAO, presented much lower values for AI and TI. The AI and TI values for the a&#x00E7;a&#x00ED; oils studied in the study by Silva et al. (<xref ref-type="bibr" rid="ref13">13</xref>) ranged from 0.28 to 0.29 and 0.52 to 0.54, respectively, quite similar values to those found in this study. Regarding the HH ratio, Silva et al. (<xref ref-type="bibr" rid="ref13">13</xref>) presented values that ranged from 3.37 to 3.53.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption><p>Nutritional functionality of lipid fractions in PAO and WAO.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Indices</th>
<th align="center" valign="top">PAO</th>
<th align="center" valign="top">WAO</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">P/S</td>
<td align="center" valign="top">0.614</td>
<td align="center" valign="top">0.452</td>
</tr>
<tr>
<td align="left" valign="top">AI</td>
<td align="center" valign="top">0.505</td>
<td align="center" valign="top">0.298</td>
</tr>
<tr>
<td align="left" valign="top">TI</td>
<td align="center" valign="top">1.183</td>
<td align="center" valign="top">0.627</td>
</tr>
<tr>
<td align="left" valign="top">HH</td>
<td align="center" valign="top">2.004</td>
<td align="center" valign="top">3.344</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>WAO, white a&#x00E7;a&#x00ED; oil; PAO, purple a&#x00E7;a&#x00ED; oil; P/S, polyunsaturated/saturated fatty acid ratio. AI, Atherogenicity Index; TI, Thrombogenicity Index; HH, &#x03A3; Hypocholesterolemic/&#x03A3; hypercholesterolemic.</p>
</table-wrap-foot>
</table-wrap>
<p>In particular, the values of the HH ratio should be inversely proportional to the AI and TI indices because lower values of the last ones are an indication of their potential influence on cholesterol and low-density lipoprotein (LDL) in blood, which are correlated to atherosclerosis and coronary thrombosis (<xref ref-type="bibr" rid="ref13">13</xref>). Moreover, the use of these parameters in the screening of dietary lipids with higher nutritional quality can be beneficial in the reduction of cardiovascular and other non-transmissible chronic diseases (<xref ref-type="bibr" rid="ref34">34</xref>). Thus, it is possible to suggest that a&#x00E7;a&#x00ED; oils could have cardioprotective effects when added to a regular dietary intake.</p>
</sec>
<sec id="sec16">
<label>3.4</label>
<title>Estimation of composition of TGAs of a&#x00E7;a&#x00ED; oils</title>
<p><xref ref-type="table" rid="tab4">Table 4</xref> shows the estimated triacylglycerols composition of both a&#x00E7;a&#x00ED; oils, PAO and WAO. Compounds that represented less than 0.5% of the total molecule content were not shown. Both oils showed different estimated content of TAGs. The predominant TAGs in the purple a&#x00E7;a&#x00ED; oil were POO (C52:2) with 26.1% followed by OOO (C54:3) with 24.8% and OLO (C54:4) with 12.3%, while in white a&#x00E7;a&#x00ED; oil, the main TAGs were PLO (C52:3) with 17.4%, POO (C52:2) with 14.9%, POP (C50:1) with 11.9% and OLO (C54:4) with 10.9%. In particular, these TAGs are composed of SU2 triacylglycerols. Silva et al. (<xref ref-type="bibr" rid="ref13">13</xref>) found that the main TAGs in a&#x00E7;a&#x00ED; oils were OOO, POO, OLiO, PLiO, and POP, with values ranging up to 27.97, 28.44, 15.15, 10.45, and 9.68%, respectively. These results show that the a&#x00E7;a&#x00ED; oils studied display a quite similar composition of TAGs to the findings by Silva et al. (<xref ref-type="bibr" rid="ref13">13</xref>), but eventual quantitative disparities can be related to the a&#x00E7;a&#x00ED; origin, harvesting season, method of extraction, and other aspects. In this study, the TAGs with an equivalent carbon number of 54 (42.1%) predominated followed by the TAGs with an equivalent carbon number of 52 (41.8%) in PAO, while the TAGs with an equivalent carbon number of 52 (67.7%) were the main compounds, followed by the TAGS with 54 carbon number (30.7%). This shows that the PAO is predominantly composed of long-chain TAGs, which can contribute to reducing the risk of the occurrence of cardiovascular diseases linked to higher proportions of plasma cholesterol (<xref ref-type="bibr" rid="ref35">35</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption><p>Estimated triacylglycerols in PAO and WAO.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Triacylglycerol ECN</th>
<th align="center" valign="top">PAO (%Normalized)</th>
<th align="center" valign="top">Triacylglycerol ECN</th>
<th align="center" valign="top">WAO (%Normalized)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">PPP (C40:0)</td>
<td align="center" valign="top">1.072</td>
<td align="center" valign="top">PPP (C40:0)</td>
<td align="center" valign="top">3.144</td>
</tr>
<tr>
<td align="left" valign="top">SPP (C50:O)</td>
<td align="center" valign="top">_</td>
<td align="center" valign="top">SPP (C50:0)</td>
<td align="center" valign="top">1.729</td>
</tr>
<tr>
<td align="left" valign="top">POP (C50:1)</td>
<td align="center" valign="top">9.160</td>
<td align="center" valign="top">POP (C50:1)</td>
<td align="center" valign="top">11.860</td>
</tr>
<tr>
<td align="left" valign="top">PLP (C50:2)</td>
<td align="center" valign="top">1.512</td>
<td align="center" valign="top">PLP (C50:2)</td>
<td align="center" valign="top">6.916</td>
</tr>
<tr>
<td align="left" valign="top">POPo (C50:2)</td>
<td align="center" valign="top">2.510</td>
<td align="center" valign="top">POPo (C50:2)</td>
<td align="center" valign="top">_</td>
</tr>
<tr>
<td align="left" valign="top">POS (C52:1)</td>
<td align="center" valign="top">1.589</td>
<td align="center" valign="top">POS (C52:1)</td>
<td align="center" valign="top">_</td>
</tr>
<tr>
<td align="left" valign="top">SOP (C52:1)</td>
<td align="center" valign="top">_</td>
<td align="center" valign="top">SOP (C52:1)</td>
<td align="center" valign="top">4.347</td>
</tr>
<tr>
<td align="left" valign="top">SLP (C52:2)</td>
<td align="center" valign="top">_</td>
<td align="center" valign="top">SLP (C52:2)</td>
<td align="center" valign="top">2.335</td>
</tr>
<tr>
<td align="left" valign="top">POO (C52:2)</td>
<td align="center" valign="top">26.101</td>
<td align="center" valign="top">POO (C52:2)</td>
<td align="center" valign="top">14.910</td>
</tr>
<tr>
<td align="left" valign="top">PLO (C52:3)</td>
<td align="center" valign="top">8.617</td>
<td align="center" valign="top">PLO (C52:3)</td>
<td align="center" valign="top">17.389</td>
</tr>
<tr>
<td align="left" valign="top">PoOO (C52:3)</td>
<td align="center" valign="top">3.575</td>
<td align="center" valign="top">PoOO (C52:3)</td>
<td align="center" valign="top">_</td>
</tr>
<tr>
<td align="left" valign="top">PLL (C52:4)</td>
<td align="center" valign="top">0.711</td>
<td align="center" valign="top">PLL (C52:4)</td>
<td align="center" valign="top">5.070</td>
</tr>
<tr>
<td align="left" valign="top">PoLO (C52:4)</td>
<td align="center" valign="top">1.180</td>
<td align="center" valign="top">PoLO (C52:4)</td>
<td align="center" valign="top">_</td>
</tr>
<tr>
<td align="left" valign="top">SOO (C54:2)</td>
<td align="center" valign="top">2.264</td>
<td align="center" valign="top">SOO (C54:2)</td>
<td align="center" valign="top">2.733</td>
</tr>
<tr>
<td align="left" valign="top">SLO (C54:3)</td>
<td align="center" valign="top">0.748</td>
<td align="center" valign="top">SLO (C54:3)</td>
<td align="center" valign="top">3.187</td>
</tr>
<tr>
<td align="left" valign="top">OOO (C54:3)</td>
<td align="center" valign="top">24.790</td>
<td align="center" valign="top">OOO (C54:3)</td>
<td align="center" valign="top">6.249</td>
</tr>
<tr>
<td align="left" valign="top">OLO (C54:4)</td>
<td align="center" valign="top">12.276</td>
<td align="center" valign="top">OLO (C54:4)</td>
<td align="center" valign="top">10.931</td>
</tr>
<tr>
<td align="left" valign="top">OLL (C54:5)</td>
<td align="center" valign="top">2.026</td>
<td align="center" valign="top">OLL (C54:5)</td>
<td align="center" valign="top">6.374</td>
</tr>
<tr>
<td align="left" valign="top">LLL (C54:6)</td>
<td align="center" valign="top">_</td>
<td align="center" valign="top">LLL (C54:6)</td>
<td align="center" valign="top">1.239</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>WAO, white a&#x00E7;a&#x00ED; oil; PAO, purple a&#x00E7;a&#x00ED; oil; ECN, equivalent carbon number; La, lauric acid; M, myristic acid; P, palmitic acid; Pa, palmitoleic acid; S, stearic acid; O, oleic acid; L, linoleic acid.</p>
</table-wrap-foot>
</table-wrap>
<p>In the study by Almoselhy et al. (<xref ref-type="bibr" rid="ref36">36</xref>), the TAGs from different olive oils were studied and they found that the OOO was the predominant TAG (30.32 to 32.90%), followed by POO with a content ranging from 26.45 to 28.36% and OOL ranging from 12.00 to 13.91%. Similarly, purple a&#x00E7;a&#x00ED; oil displayed OOO and POO as the major TAGs. This is a good indication of the nutritional quality of the PAO compared to the olive oil.</p>
</sec>
<sec id="sec17">
<label>3.5</label>
<title>Fourier transform infrared spectroscopy (FTIR)</title>
<p>The FTIR is an analytical technique used for the identification of some functional chemical groups of substances by their spectral bands and helps the evaluation of oxidation conditions, which can detect degradation and adulteration in vegetable oils (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref37">37</xref>). The FTIR spectra of PAO and WAO are shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. The designation of bands was registered according to the literature. Both PAO and WAO displayed similar FTIR spectra with slight variations in the band frequencies and intensities, which could be due to their different composition and nature, especially FAs and other chemical substances.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption><p>FTIR spectra of WAO (black line) and PAO (blue line).</p></caption>
<graphic xlink:href="fnut-11-1385877-g001.tif"/>
</fig>
<p>The spectral patterns showed the presence of high-intensity bands related to triglyceride functional groups, approximately 3,005&#x2009;cm<sup>&#x2212;1</sup> related to stretching vibration of (=C&#x2013;H (<italic>cis</italic>)), at 2924&#x2009;cm<sup>&#x2212;1</sup> to asymmetric stretching of (C&#x2013;H) and 2,854&#x2009;cm<sup>&#x2212;1</sup> linked to symmetric stretching vibrations of (&#x2013;C&#x2013;H (CH<sub>2</sub>)) (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref37">37</xref>). C18:2 fatty acids exhibit high frequency in these last band regions, which could be due to the presence of linolenic acyl and oleic acyl groups in both oils (<xref ref-type="bibr" rid="ref38">38</xref>). The band approximately 1746&#x2009;cm<sup>&#x2212;1</sup> can be related to C=O stretching vibrations of ester carbonyl functional groups (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref39">39</xref>), while the bands approximately 1,465&#x2009;cm<sup>&#x2212;1</sup> are associated with the bending vibrations (scissoring) of aliphatic CH<sub>2</sub> and CH<sub>3</sub> groups (&#x2013;C&#x2013;H) or stretching vibration of amino groups (N&#x2013;&#x2013;C) (<xref ref-type="bibr" rid="ref39">39</xref>&#x2013;<xref ref-type="bibr" rid="ref41">41</xref>). Both PAO and WAO presented significant amounts of oleic and linoleic acids, 40&#x2013;60% and 10&#x2013;23%, respectively; thus, it can be inferred that the high intensity of these bands approximately 1750&#x2009;cm<sup>&#x2212;1</sup> may be linked to this lipid profile. Another prominent band ranging approximately 1,162&#x2009;cm<sup>&#x2212;1</sup> can be linked to C&#x2013;O stretching and C&#x2013;H bending vibrations (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref39">39</xref>). Fragoso et al. (<xref ref-type="bibr" rid="ref42">42</xref>) found in their studies of grape phenolic compounds that the spectral regions from 1,133&#x2013;1,457&#x2009;cm<sup>&#x2212;1</sup> (1320&#x2013;1,420&#x2009;cm<sup>&#x2212;1</sup> due to the O-H bend) are related to signals of gallic acid, tannic acid, and (+)-catechin. Vanillic acid, syringic acid, protocatechuic acid, and other phenolic substances were quantified in a&#x00E7;a&#x00ED; oil (<italic>E. oleracea</italic>) by Pacheco-Palencia et al. (<xref ref-type="bibr" rid="ref18">18</xref>). The bands approximately 722&#x2009;cm<sup>&#x2212;1</sup> are related to the bending vibrations of C&#x2013;H (out of plane vibration of cis-disubstituted olefin) and saturated carbon&#x2013;carbon bonds (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref39">39</xref>). Similar to this study, Teixeira-Costa et al. (<xref ref-type="bibr" rid="ref41">41</xref>) found that a&#x00E7;a&#x00ED; oil (<italic>Euterpe oleracea</italic>) also showed high-intensity bands in the regions 2,923&#x2009;cm<sup>&#x2212;1</sup>, 2,853&#x2009;cm<sup>&#x2212;1</sup>, 1744&#x2009;cm<sup>&#x2212;1</sup>, 1,160&#x2009;cm<sup>&#x2212;1</sup>, and 722&#x2009;cm<sup>&#x2212;1</sup>.</p>
</sec>
<sec id="sec18">
<label>3.6</label>
<title>Thermogravimetric analysis</title>
<p>The thermogravimetric (TG) and differential thermogravimetric (DTG) curves of WAO and PAO are presented in <xref ref-type="fig" rid="fig2">Figure 2</xref>. The thermal degradation behavior of WAO and PAO occurred in one stage. For both samples, the initial decomposition temperature (T<italic><sub>on</sub></italic>) ranged approximately 344&#x2013;350&#x00B0;C and the peak temperature (T<italic><sub>peak</sub></italic>) approximately 380&#x00B0;C. This result is similar to the T<italic><sub>on</sub></italic> values, 345&#x00B0;C, 342&#x00B0;C, and 340&#x00B0;C, found by Garcia et al. (<xref ref-type="bibr" rid="ref43">43</xref>) on the studies with vegetable oils from Pequi pulp (<italic>Caryocar brasiliense</italic> Camb.), Baru (<italic>Dypterix alata</italic> Vog.), and Amburana (<italic>Amburana cearensis</italic> (Fr. Allem) A. C. Smith), respectively. A&#x00E7;a&#x00ED; oils showed slight differences in their thermal degradation study. The PAO presented the lowest thermal stability when compared to the WAO, probably due to the major amount of short-chain fatty acids, myristic (C:14) and palmitic acids (C:16).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption><p>Thermograms (black line) and derivative curves (blue line) of <bold>(A)</bold> WAO and <bold>(B)</bold> PAO.</p></caption>
<graphic xlink:href="fnut-11-1385877-g002.tif"/>
</fig>
<p>The study of the thermal stability from the a&#x00E7;a&#x00ED; oils, WAO and PAO, is listed in <xref ref-type="table" rid="tab5">Table 5</xref>.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption><p>Thermal stability of WAO and PAO.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Sample</th>
<th align="center" valign="top">T<italic><sub>on</sub></italic> (&#x00B0;C)</th>
<th align="center" valign="top">T<italic><sub>peak</sub></italic> (&#x00B0;C)</th>
<th align="center" valign="top">% W<sub>Loss</sub></th>
<th align="center" valign="top">% Res<sub>700&#x00B0;C</sub></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">WAO</td>
<td align="center" valign="top">350.4</td>
<td align="center" valign="top">380.8</td>
<td align="center" valign="top">99.1</td>
<td align="center" valign="top">0.9</td>
</tr>
<tr>
<td align="left" valign="top">PAO</td>
<td align="center" valign="top">344.1</td>
<td align="center" valign="top">379.1</td>
<td align="center" valign="top">99.4</td>
<td align="center" valign="top">0.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>WAO, white a&#x00E7;a&#x00ED; oil; PAO, purple a&#x00E7;a&#x00ED; oil.</p>
</table-wrap-foot>
</table-wrap>
<p>Teixeira-Costa et al. (<xref ref-type="bibr" rid="ref41">41</xref>) found that a&#x00E7;a&#x00ED; pulp oil had a T<italic><sub>on</sub></italic> approximately 402&#x00B0;C and a T<italic><sub>peak</sub></italic> close to 440&#x00B0;C, which are superior temperatures from those found in this study. These differences can be related to the composition of fatty acids and oxidation status of a&#x00E7;a&#x00ED; oil samples. Comparing the results of T<italic><sub>on</sub></italic> of palm oil, it is possible to note that both PAO and WAO seem more stable to thermal degradation, as the first showed temperatures of initial degradation ranging approximately 219&#x2013;268&#x00B0;C (<xref ref-type="bibr" rid="ref44">44</xref>). These results highlight the potential of incorporating a&#x00E7;a&#x00ED; oils into diverse food applications, including those where higher temperatures are used, such as cooking or frying.</p>
</sec>
<sec id="sec19">
<label>3.7</label>
<title>Differential scanning calorimetric (DSC) analysis</title>
<p>The DSC thermograms after cooling and heating from &#x2212;50&#x00B0;C to 200&#x00B0;C of WAO and PAO are shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>. The crystallization studies are used to characterize the thermal behavior of fats and oils, which are highly related to their composition on FAs and TAGs and organization into polymorphic forms (<xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>). The DSC cooling thermograms of both a&#x00E7;a&#x00ED; oils, WAO and PAO, showed only one exothermic peak at &#x2212;12.5&#x00B0;C and&#x2009;&#x2212;&#x2009;14.4&#x00B0;C, respectively, related to the co-crystallization of the TAGs, which are mostly composed of unsaturated fatty acids and cooling in their uniquely exothermic region (<xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). Lower peak temperatures can be linked to the properties of unsaturated fatty acids.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption><p>Heating (black line) and cooling (blue line) DSC curves of <bold>(A)</bold> WAO and <bold>(B)</bold> PAO.</p></caption>
<graphic xlink:href="fnut-11-1385877-g003.tif"/>
</fig>
<p>The thermogram of WAO (<xref ref-type="fig" rid="fig3">Figure 3A</xref>) shows a series of peaks named T<sub>m1</sub> (&#x2212;5.6&#x00B0;C) and T<sub>m2</sub> (6.3&#x00B0;C) related to the most of unsaturated fraction to less unsaturated TAGs melting of the WAO (<xref ref-type="bibr" rid="ref47">47</xref>), while the PAO showed only one peak at &#x2212;7.3&#x00B0;C. The &#x2206;<italic>H</italic> considered the enthalpy taken from the measurement of the area under the peaks, was 59.84&#x2009;J&#x2009;g<sup>&#x2212;1</sup> and 6.65&#x2009;J&#x2009;g<sup>&#x2212;1</sup> for WAO and PAO, respectively. The observed differences among PAO and WAO are related to their different content of FAs and TAGs. The &#x2206;<italic>H</italic> of flaxseed oil during heating at 75&#x00B0;C ranged from 53.4 to 55.18&#x2009;J&#x2009;g<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="ref48">48</xref>). Other oilseeds, such as soybean and sunflower, show peak temperatures ranging from &#x2212;15 to &#x2212;25&#x00B0;C, due to their higher proportions of PUFAs (<xref ref-type="bibr" rid="ref45">45</xref>).</p>
<p>Moreover, further investigations using X-ray diffraction or other methodologies that improve the discussion regarding the structural information agreeing with the DSC and TGA results, as well as the FTIR spectrum should be pursued, thus gaining more accurate information about a&#x00E7;a&#x00ED; oils.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec20">
<label>4</label>
<title>Conclusion</title>
<p>The present study showed that the white and purple a&#x00E7;a&#x00ED; oils differ in many physicochemical parameters, as well as in their composition of FAs and TAGs, which influences their thermal stability and infrared spectra. The white a&#x00E7;a&#x00ED; oil showed lower levels of acidity and peroxides than the purple a&#x00E7;a&#x00ED; oil, which can be related to the greater susceptibility of the last one to oxidation status due to a higher proportion of unsaturated fatty acids. PAO showed greater contents of MUFAs (oleic acid), while the WAO displayed higher levels of PUFAs, especially linoleic acid. These differences in the content of FAs among both a&#x00E7;a&#x00ED; oil samples influenced its estimated nutritional functionality indices and the composition of TGAs. When compared to palm oil, an important vegetable oil used in food products, both PAO and WAO showed better results in all nutritional functionality indices, which can indicate that the addition of a&#x00E7;a&#x00ED; oil can contribute to the development of novel and healthier food products, due to its potential cardioprotective effect. The FTIR analysis indicated low levels of oxidation in both a&#x00E7;a&#x00ED; oils, while the TGA and DSC analysis provided good data on thermal stability. Thus, this work showed that a&#x00E7;a&#x00ED; oils have good physicochemical and nutritional qualities to be used as a functional ingredient in the development of novel food products.</p>
</sec>
<sec sec-type="data-availability" id="sec21">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec22">
<title>Author contributions</title>
<p>OS: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. YL: Investigation, Methodology, Writing &#x2013; original draft. LC: Conceptualization, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. BT-C: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec23">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by the Conselho Nacional de Desenvolvimento Cient&#x00ED;fico e Tecnol&#x00F3;gico (CNPq, Brazil) for a scholarship of YL (88887.894195/2023&#x2013;00). This study was also supported by the Federal University of Par&#x00E1; through the qualified publication support program (PROPESP/UFPA).</p>
</sec>
<ack>
<p>The authors are thankful for the financial support provided by the Federal University of Par&#x00E1; (UFPA, Brazil), through PROPESP.</p>
</ack>
<sec sec-type="COI-statement" id="sec24">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="sec25">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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