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<journal-id journal-id-type="publisher-id">Front. Food Sci. Technol.</journal-id>
<journal-title>Frontiers in Food Science and Technology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Food Sci. Technol.</abbrev-journal-title>
<issn pub-type="epub">2674-1121</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1658589</article-id>
<article-id pub-id-type="doi">10.3389/frfst.2025.1658589</article-id>
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<subj-group subj-group-type="heading">
<subject>Food Science and Technology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Biotechnological advances in enhancing soybean oil quality for human health and food industry applications</article-title>
<alt-title alt-title-type="left-running-head">Da Rosa et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/frfst.2025.1658589">10.3389/frfst.2025.1658589</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Da Rosa</surname>
<given-names>Juliana</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Marin</surname>
<given-names>Daniel Rockenbach</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3226719/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
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<contrib contrib-type="author">
<name>
<surname>Vieira da Silva</surname>
<given-names>Angela Maria</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3167523/overview"/>
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<contrib contrib-type="author">
<name>
<surname>De Souza</surname>
<given-names>Enya Maria Gois</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3226725/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rech</surname>
<given-names>Elibio Leopoldo</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Nepomuceno</surname>
<given-names>Alexandre Lima</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mertz-Henning</surname>
<given-names>Liliane Marcia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Embrapa Soja</institution>, <addr-line>Londrina</addr-line>, <addr-line>Paran&#xe1;</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Embrapa Genetic Resources and Biotechnology</institution>, <addr-line>Brasilia</addr-line>, <addr-line>Distrito Federal</addr-line>, <country>Brazil</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/452687/overview">Dalia Z. Alomari</ext-link>, Hashemite University, Jordan</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1580618/overview">Chang Du</ext-link>, South China Normal University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1869686/overview">Kayla Flyckt McReynolds</ext-link>, Corteva Agriscience, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Juliana Da Rosa, <email>ju_lianarosa@hotmail.com</email>; Liliane Marcia Mertz-Henning, <email>liliane.henning@embrapa.br</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>5</volume>
<elocation-id>1658589</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Da Rosa, Marin, Vieira da Silva, De Souza, Rech, Nepomuceno and Mertz-Henning.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Da Rosa, Marin, Vieira da Silva, De Souza, Rech, Nepomuceno and Mertz-Henning</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>Soybean oil is a major source of vegetable oil for human consumption. Conventional soybean oil contains high levels of polyunsaturated fatty acids, and partial hydrogenation was historically used to improve oxidative stability. However, hydrogenation generates <italic>trans</italic> fatty acids, which are harmful to cardiovascular health and have therefore been banned or restricted by health regulatory agencies in several countries. Currently, techniques such as oil blending and interesterification are employed, although these approaches increase costs and highlight the need for improved soybean oil quality. Recent advances in biotechnology have enabled the development of genetically modified soybean cultivars aimed at improving the nutritional profile of soybean oil for both human consumption and food industry applications. Key advancements include the development of soybean cultivars with high-oleic acid content, which increases oxidative stability; high-linolenic acid content, which enhances nutritional and functional properties; and low-palmitic acid content, which reduces saturated fatty acid levels and contributes to healthier oils. This review explores a range of biotechnological strategies to optimize soybean oil quality, including genetic engineering, RNA interference, and gene editing, which are employed to modify key metabolic pathways responsible for oil biosynthesis. These innovations not only enhance the health benefits of soybean oil, such as reducing cardiovascular disease risk, but also improve its oxidative stability for high-temperature cooking and extended shelf life.</p>
</abstract>
<kwd-group>
<kwd>high-oleic soybean</kwd>
<kwd>CRISPR-Cas</kwd>
<kwd>oxidative stability</kwd>
<kwd>trans fatty acid</kwd>
<kwd>high-linolenic</kwd>
<kwd>low-palmitic</kwd>
</kwd-group>
<counts>
<page-count count="10"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Biotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
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</front>
<body>
<sec sec-type="intro" id="s1">
<title>1 Introduction</title>
<p>Soybean (<italic>Glycine max</italic> [L.] Merr.) oil ranks as the second most produced vegetable oil worldwide, with an output of 60.7&#xa0;million tons, second only to palm oil (<xref ref-type="bibr" rid="B79">Statista, 2024</xref>). The oil fraction of soybean seeds typically averages around 20%, although this value can vary depending on genotype and environmental conditions (<xref ref-type="bibr" rid="B73">Priolli et al., 2015</xref>). Soybean oil is used in the food, chemical, and biodiesel industries due to its versatility (<xref ref-type="bibr" rid="B25">Clemente and Cahoon, 2009</xref>).</p>
<p>Soybean oil is composed of five major fatty acids: palmitic, stearic, oleic, linoleic, and linolenic. Due to its fatty acid profile, soybean oil has low oxidative stability, which reduces shelf life and limits its use in applications that require long-term heat (<xref ref-type="bibr" rid="B70">Pham et al., 2010</xref>). Saturated fatty acids such as palmitic acid have been associated with adverse health outcomes, including insulin resistance, obesity, cardiovascular disease, and hyperlipidemia (<xref ref-type="bibr" rid="B66">Mozaffarian et al., 2009</xref>; <xref ref-type="bibr" rid="B77">Sears and Perry, 2015</xref>; <xref ref-type="bibr" rid="B49">Kaikkonen et al., 2021</xref>). Despite this, soybean oil is generally considered healthier than other fat sources, particularly those of animal origin (<xref ref-type="bibr" rid="B64">Messina et al., 2021</xref>). Likewise, polyunsaturated fatty acids (PUFAs) like linoleic acid (LA) and &#x3b1;-linolenic acid (ALA) are essential for human health and provide recognized benefits, including roles in cardiovascular protection and metabolic regulation (<xref ref-type="bibr" rid="B91">Yang et al., 2025</xref>).</p>
<p>Historically, partial hydrogenation was used to increase the shelf life of soybean oil-derived products, but this process results in the formation of <italic>trans</italic> fatty acids (TFA), up to 40% (<xref ref-type="bibr" rid="B80">Steele et al., 2024</xref>). However, the intake of TFAs has been strongly associated with coronary heart disease, systemic inflammation, high LDL cholesterol, and other metabolic disorders (<xref ref-type="bibr" rid="B66">Mozaffarian et al., 2009</xref>; <xref ref-type="bibr" rid="B19">Brouwer et al., 2010</xref>). In response to growing public health concerns, many countries have restricted or banned the use of partially hydrogenated oils in food production (<xref ref-type="bibr" rid="B4">Anvisa, 2019</xref>; <xref ref-type="bibr" rid="B86">WHO, 2024</xref>). The food industry has since sought alternatives to partial hydrogenation, including oil blending and interesterification, to improve the functionality of soybean oil without producing TFAs (<xref ref-type="bibr" rid="B63">Memon et al., 2024</xref>). While effective, these techniques introduce additional costs and processing complexity (<xref ref-type="bibr" rid="B27">Costales-Rodr&#xed;guez et al., 2009</xref>).</p>
<p>Given these challenges, there is increasing demand for soybean varieties with improved oil profiles&#x2014;particularly those with high-oleic acid content and lower PUFAs&#x2014;thus eliminating the need for hydrogenation, oil blending, or interesterification (<xref ref-type="bibr" rid="B88">Wilkes and Bringe, 2015</xref>; <xref ref-type="bibr" rid="B43">Hudson and Hudson, 2021</xref>). Additionally, other alternatives have focused on the development of soybean cultivars with specific oil quality traits, such as high &#x3b1;-linolenic acid to improve nutritional properties and low palmitic acid content to produce oils with reduced saturated fat.</p>
<p>To achieve these improvements, a wide array of biotechnological tools has been explored, including genetic engineering, RNA interference (RNAi), and genome editing. These technologies have enabled the development of elite soybean lines with customized oil profiles. This review aims to synthesize the current biotechnological approaches for improving soybean oil composition and functionality, highlighting cutting-edge strategies.</p>
</sec>
<sec id="s2">
<title>2 Nutritional aspects of soybean oil</title>
<p>A balanced diet that includes fats and oils is essential for growth and the maintenance of physiological functions (<xref ref-type="bibr" rid="B62">Meijaard et al., 2022</xref>). In human nutrition, oil consumption plays multiple roles: it contributes to cell construction and maintenance, provides energy, aids in the absorption of fat-soluble vitamins, serves as a precursor for steroid hormones, and helps prevent various chronic diseases (<xref ref-type="bibr" rid="B92">Yao et al., 2020</xref>). Soybean oil is one of the most widely consumed vegetable oils worldwide, largely due to its affordability, availability, and versatility in culinary applications. China, the United States, and Brazil are the primary consumers, with average consumption of approximately 14.7, 12.29, and 8.45&#xa0;million metric tons, respectively (<xref ref-type="bibr" rid="B74">Reportlinker, 2023</xref>).</p>
<p>Its widespread use is largely attributed not only to its availability but also to its chemical composition. The lipid fraction is particularly relevant due to its fatty acid composition, which is essential for its nutritional and functional quality, flavor, and oxidative stability (<xref ref-type="bibr" rid="B36">Fehr, 2007</xref>). Soybean oil is composed of various fatty acids, including saturated fatty acids (SFAs) such as approximately 11% palmitic acid (16:0) and 4% stearic acid (18:0); monounsaturated fatty acids (MUFAs), with about 25% oleic acid (18:1); and polyunsaturated fatty acids (PUFAs), with approximately 55% linoleic acid (18:2) and 8% linolenic acid (18:3).</p>
<p>Oils with more PUFAs and fewer MUFAs tend to have lower oxidative stability (<xref ref-type="bibr" rid="B61">Maszewska et al., 2018</xref>). The presence of multiple double bonds in linolenic and linoleic acids increases their reactivity with oxygen, making the oil more susceptible to oxidation (<xref ref-type="bibr" rid="B58">Liu and White, 1992</xref>). Oxidative stability is crucial to preserve oil quality during storage and cooking, particularly at high temperatures. During thermal processing (e.g., frying at 180&#xa0;&#xb0;C&#x2013;250&#xa0;&#xb0;C), PUFA-rich oils undergo rapid degradation, leading to the accumulation of polar compounds and the formation of toxic products such as aldehydes and ketones (<xref ref-type="bibr" rid="B58">Liu and White, 1992</xref>; <xref ref-type="bibr" rid="B14">Bhardwaj et al., 2011</xref>).</p>
<p>Partial hydrogenation of soybean oil has historically been employed by the food industry to improve oxidative stability. This process extends the shelf life and is cost-effective; however, this process generates TFAs (<xref ref-type="bibr" rid="B80">Steele et al., 2024</xref>). TFAs are a type of unsaturated fatty acid characterized by at least one non-conjugated double bond in the <italic>trans</italic> configuration, which confers a straighter shape. This structural rigidity reduces their fluidity and leads to a higher melting point compared to their <italic>cis</italic> isomers (<xref ref-type="bibr" rid="B14">Bhardwaj et al., 2011</xref>). In human diets, the main source of TFAs is industrial hydrogenation of vegetable oils used in processed foods such as snacks, margarine, fast food, and cooking fats for deep frying (<xref ref-type="bibr" rid="B72">Pipoyan et al., 2021</xref>).</p>
<p>High TFA intake is widely recognized as harmful to health, being associated with increased low-density lipoprotein (LDL) cholesterol, reduced high-density lipoprotein (HDL) cholesterol, and greater risk of cardiovascular diseases (<xref ref-type="bibr" rid="B66">Mozaffarian et al., 2009</xref>; <xref ref-type="bibr" rid="B19">Brouwer et al., 2010</xref>). The World Health Organization (WHO) has issued warnings about the health impacts of TFA consumption (<xref ref-type="bibr" rid="B86">WHO, 2024</xref>). Since 2003, the WHO has recommended that TFAs account for less than 1% of total energy intake. Regulatory measures have been implemented globally to reduce or eliminate TFAs from the food industry.</p>
<p>Since 2021, the European Union has restricted industrial TFA content in fats to a maximum of 2% (<xref ref-type="bibr" rid="B72">Pipoyan et al., 2021</xref>). In the United States, the Food and Drug Administration (FDA) declared in 2015 that TFAs were no longer &#x201c;generally recognized as safe&#x201d; and banned their use in 2018 (<xref ref-type="bibr" rid="B3">Anderson, 2024</xref>). In Brazil, TFA labeling has been mandatory since 2003, and in 2019, the National Health Surveillance Agency (ANVISA) limited TFA content to 2% and required the elimination of partially hydrogenated oils by 2023 (<xref ref-type="bibr" rid="B4">Anvisa, 2019</xref>).</p>
<p>One common strategy to replace partial hydrogenation is oil blending, in which soybean oil is combined with more stable oils, such as palm or canola, to achieve desired textural properties and oxidative stability (<xref ref-type="bibr" rid="B63">Memon et al., 2024</xref>). Another widely applied approach is chemical or enzymatic interesterification, which rearranges the fatty acids on the glycerol backbone without creating <italic>trans</italic> fatty acids (<xref ref-type="bibr" rid="B27">Costales-Rodr&#xed;guez et al., 2009</xref>). Interesterification modifies melting behavior and crystallization properties, enabling the production of margarines, shortenings, and bakery fats with improved performance (<xref ref-type="bibr" rid="B12">Berry, 2009</xref>). However, both blending and interesterification add complexity and cost to oil processing, reinforcing the need for soybean cultivars with inherently improved fatty acid profiles.</p>
<p>High-oleic oils (over 70% oleic acid content), oil blending, and interesterification are employed to replace partially hydrogenated vegetable oils (<xref ref-type="bibr" rid="B94">Zambelli, 2021</xref>). High-oleic oils are also considered healthier dietary components, offering improved oxidative stability and longer shelf life. One example is olive oil, a key element of the Mediterranean diet, which contains approximately 70%&#x2013;80% oleic acid (<xref ref-type="bibr" rid="B75">Riolo et al., 2022</xref>). High intake of this fatty acid has been associated with anti-inflammatory effects, reduced cardiovascular risk, improved lipid profiles, and decreased abdominal fat (<xref ref-type="bibr" rid="B69">Owen et al., 2000</xref>; <xref ref-type="bibr" rid="B84">Tutunchi et al., 2020</xref>). Moreover, global dietary guidelines recommend that MUFAs comprise 10%&#x2013;25% of total energy intake, depending on national policies (<xref ref-type="bibr" rid="B76">Schwingshackl et al., 2022</xref>).</p>
<p>In parallel, although PUFA-rich oils have lower oxidative stability, other strategies have focused on increasing their levels because of their nutritional benefits. Soybean oil contains high concentrations of linoleic acid (omega-6). High PUFA intake, particularly omega-3 (&#x3b1;-linolenic) and omega-6 (linoleic) fatty acids, is considered essential for a healthy diet and is associated with reduced cardiovascular risk and overall mortality (<xref ref-type="bibr" rid="B23">Chen et al., 2021</xref>). PUFAs have also been linked to the prevention of neurodegenerative diseases, inflammation, cancer, obesity, and LDL cholesterol reduction (<xref ref-type="bibr" rid="B68">Nogoy et al., 2020</xref>; <xref ref-type="bibr" rid="B53">Kotlyarov and Kotlyarova, 2022</xref>). Another study indicates that supplementation with omega-3 fatty acids significantly reduces adverse cardiovascular events (<xref ref-type="bibr" rid="B42">Huang et al., 2023</xref>).</p>
<p>In addition to MUFAs and PUFAs, oils with a low content of saturated fatty acids (SFAs), such as palmitic (16:0) and stearic acid (18:0), also offer nutritional advantages. Palmitic acid (16:0) is the predominant saturated fatty acid (SFA) in soybean oil, accounting for approximately 10%&#x2013;11% of its composition. High intake of SFAs, particularly palmitic acid, has been associated with adverse health outcomes, including increased levels of low-density lipoprotein (LDL) cholesterol, insulin resistance, central adiposity, and elevated cardiovascular risk (<xref ref-type="bibr" rid="B17">Briggs et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Kaikkonen et al., 2021</xref>). Reducing SFA content in edible oils is therefore considered beneficial for cardiovascular health. According to the U.S. Dietary Guidelines for Americans, the recommended intake of saturated fats should not exceed 10% or less of total caloric consumption (<xref ref-type="bibr" rid="B6">Astrup et al., 2021</xref>).</p>
<p>Soybean oil has many nutritional benefits but also presents some challenges from an industrial perspective. To meet the diverse demands of the consumer market, biotechnological strategies can be employed to develop soybean varieties with tailored characteristics, addressing the needs of increasingly health-conscious consumers.</p>
</sec>
<sec id="s3">
<title>3 Biotechnological tools applied to plant breeding</title>
<p>Biotechnology provides a set of tools that can accelerate and refine plant breeding. Several methods can be applied in this context, including transgenesis, RNA interference (RNAi), and gene editing (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The application of these technologies aims to increase crop productivity, improve nutritional quality, and confer tolerance to biotic and abiotic stresses, in addition to meeting consumer market demands and promoting agricultural sustainability.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Biotechnological tools and metabolic pathways involved in fatty acid biosynthesis in soybean. <bold>(A)</bold> Schematic representation of biotechnological tools used to improve soybean oil profile, including transgenic RNA interference (RNAi), transcription activator-like effector nucleases (TALENs), CRISPR/Cas9, transgenic overexpression, and mutagenesis. These tools have been applied to regulate genes such as <italic>FAD2, FAD3</italic>, <italic>FATB, PDCT1</italic>, and <italic>SDP1</italic>, aiming to increase oleic acid content and reduce levels of saturated (palmitic) and polyunsaturated (linoleic, linolenic) fatty acids. <bold>(B)</bold> Fatty acid biosynthesis pathway in plant cells. In plastids, palmitic acid (16:0) is elongated to stearic (18:0) by KAS II, and subsequently SACPD the convertion to oleic acid (18:1). In endoplasmic reticulum, oleic acid can be desaturated linoleic (18:2) and linolenic acid (18:3) via FAD2 and FAD3, respectively. Genes: <italic>KAS II, 3-ketoacyl-ACP synthase II; SACPD, stearoyl-ACP desaturase; FATA/FATB, acyl-ACP thioesterases A/B; FAD2/FAD3, fatty acid desaturases 2/3. Created with <ext-link ext-link-type="uri" xlink:href="http://BioRender.com">BioRender.com</ext-link>.</italic>
</p>
</caption>
<graphic xlink:href="frfst-05-1658589-g001.tif">
<alt-text content-type="machine-generated">Diagram showing soybean oil modification processes and lipid biosynthesis pathways. Panel A illustrates biotechnology methods, including TALENs, CRISPR, transgenic RNAi, transgenic overexpression, and mutagenesis, used to alter soybean oil fatty acid composition. High-linolenic and low-palmitic oils are highlighted with associated enzymes FAD3 and FATB. Panel B outlines fatty acid biosynthesis in plant cells, showing conversion of palmitic acid to oleic acid via stearic acid in the plastid, then to linoleic and linolenic acids in the endoplasmic reticulum, highlighting key enzymes and pathways.</alt-text>
</graphic>
</fig>
<p>Transgenic plants contain in their genome one or more genes that have been artificially inserted (<xref ref-type="bibr" rid="B44">Jhansi Rani and Usha, 2013</xref>). The inserted sequence, known as a transgene, may originate from a closely related species or from a completely different one (<xref ref-type="bibr" rid="B11">Benfey and Chua, 1989</xref>). The insertion of a transgene can confer a desirable trait that the target plant does not have, silence a gene from the same species, or even overexpress a gene of interest (<xref ref-type="bibr" rid="B40">Herrera-Estrella et al., 2005</xref>). Most transgenic plants used in agriculture involve the insertion of a cassette containing a gene encoding a foreign protein (<xref ref-type="bibr" rid="B78">Shewry et al., 2008</xref>). However, this tool can also be employed to reduce the expression of native proteins through RNA-mediated post-transcriptional gene silencing.</p>
<p>RNA interference (RNAi) is a defense mechanism against viruses and retrotransposons in eukaryotic organisms that mediates post-transcriptional gene silencing (<xref ref-type="bibr" rid="B24">Christie et al., 2011</xref>). This silencing process can be triggered by an exogenous double-stranded RNA (dsRNA) molecule or by the expression of a genetic construct that releases these molecules. Once inside the cell, the dsRNA is recognized and cleaved by the Dicer enzyme into 21 to 24 nucleotides small interfering RNAs (siRNAs). These siRNAs are incorporated into the RNA-induced silencing complex (RISC), whose main component is an Argonaute (AGO) protein (<xref ref-type="bibr" rid="B20">Cai et al., 2018</xref>). The RISC complex uses the guide strand of the siRNA to locate and cleave complementary messenger RNA (mRNA), which is subsequently degraded by 5&#x2032;-3&#x2032; exoribonucleases and/or 3&#x2032;-5&#x2032; exosome activity, leading to reduced mRNA levels and post-transcriptional gene silencing (<xref ref-type="bibr" rid="B9">Baulcombe, 2004</xref>; <xref ref-type="bibr" rid="B95">Zhang and Guo, 2017</xref>).</p>
<p>Another approach currently being used to develop soybean cultivars with improved oil traits is genome editing. In this context, gene editing technologies include Transcriptional Activator Effector Nucleases (TALENs) and Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) systems. These tools share two core components: a programmable endonuclease capable of inducing double-strand breaks (DSBs) in DNA and a targeting mechanism for sequence-specific recognition (<xref ref-type="bibr" rid="B10">Belhaj et al., 2013</xref>; <xref ref-type="bibr" rid="B46">Jiang et al., 2015</xref>).</p>
<p>TALEN technology introduced significant innovations by offering greater design flexibility and specificity (<xref ref-type="bibr" rid="B16">Boch et al., 2009</xref>). TALENs consist of a FokI nuclease domain fused to a customizable DNA-binding domain composed of transcription activator-like effectors (TALEs) derived from <italic>Xanthomonas</italic> spp. (<xref ref-type="bibr" rid="B48">Joung and Sander, 2013</xref>). The TALEs contain conserved 34-amino-acid repeats, with target specificity conferred by variable di-residues (RVDs) at positions 12 and 13 (<xref ref-type="bibr" rid="B16">Boch et al., 2009</xref>). The most common RVDs are NN, NG, HD, and NI. The TALEN system consists of two DNA-binding domains from TALEN proteins, each linked to FokI nuclease. FokI nuclease dimerizes to generate a double-strand break at the target DNA site, triggering the cellular repair machinery (<xref ref-type="bibr" rid="B13">Bhardwaj and Nain, 2021</xref>).</p>
<p>The CRISPR-Cas system is a defense mechanism of bacteria against viruses and has become a central tool in plant genome editing due to its precision and simplicity (<xref ref-type="bibr" rid="B87">Wiedenheft et al., 2012</xref>). Fragments of exogenous DNA are integrated into the CRISPR locus; these loci are associated with Cas genes that synthesize proteins with nuclease domains (<xref ref-type="bibr" rid="B65">Mojica et al., 2005</xref>). The CRISPR/Cas9 system, a class 2 type II from <italic>Streptococcus pyogenes</italic>, uses a guide RNA to direct the Cas9 endonuclease to the target sequence, promoting double-strand breaks near a PAM region (5&#x2032;-NGG-3&#x2032;) (<xref ref-type="bibr" rid="B41">Hsu et al., 2014</xref>; <xref ref-type="bibr" rid="B45">Jiang F and Doudna JA, 2017</xref>). Variants of the Cas12, Cas13, and Cas14 systems expand the applications for DNA and RNA editing (<xref ref-type="bibr" rid="B59">Liu et al., 2020</xref>), consolidating CRISPR as an essential platform in modern biotechnology.</p>
<p>As a biotechnological tool, CRISPR/Cas has been widely used since its first functional demonstration in eukaryotic cells (<xref ref-type="bibr" rid="B47">Jinek et al., 2012</xref>). Adapted for use in gene editing, the Cas endonuclease is guided by guide RNA (gRNA) that leads the enzyme to a genome-specific site, promoting cleavages that may be repaired by non-homologous end joining (NHEJ) or homologous recombination (HR) machinery (<xref ref-type="bibr" rid="B46">Jiang et al., 2015</xref>; <xref ref-type="bibr" rid="B56">Li et al., 2024</xref>). The technique allows for knockouts, insertions, gene regulation, and new methods such as base editing and prime editing (<xref ref-type="bibr" rid="B5">Anzalone et al., 2020</xref>). Advances in CRISPR-Cas genome editing have expanded the molecular tools for plant genome engineering to generate new traits in crop plants.</p>
</sec>
<sec id="s4">
<title>4 Biotechnological strategies to improve the quality of soybean oil for human consumption</title>
<sec id="s4-1">
<title>4.1 High-oleic, low-linolenic and low-linoleic soybean oil</title>
<p>High-oleic soybean is a strategic biotechnological advancement for the food industry. Oleic acid provides several benefits for cardiovascular health and also confers greater oxidative stability. In this sense, biotechnology approaches have been employed to increase oleic acid in soybean oil. Key genetic modifications and their effects on fatty acid profiles in these soybean lines are summarized in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Summary of gene targets and biotechnological tools used to modify the fatty acid composition of soybean oil.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Biotechnology tool</th>
<th align="center">Gene</th>
<th align="center">Results</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="7" align="left">CRISPR-Cas</td>
<td align="left">
<italic>FATB1a; FATB1b</italic>
</td>
<td align="left">Palmitic acid was reduced by 39%&#x2013;53%; linoleic acid was increased by 1.3%&#x2013;3.6%</td>
<td align="center">
<xref ref-type="bibr" rid="B60">Ma et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD2&#x2013;1; FAD2&#x2013;1B;&#xa0;FAD3A</italic>
</td>
<td align="left">Oleic acid increased to 87%</td>
<td align="center">
<xref ref-type="bibr" rid="B98">Zheng et al. (2024)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD2&#x2013;1A; FAD2&#x2013;1B</italic>
</td>
<td align="left">Oleic acid increased to 80%; linoleic acid decreased to 1.7%</td>
<td align="center">
<xref ref-type="bibr" rid="B32">Do et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>PDCT1; PDCT2</italic>
</td>
<td align="left">Oleic acid content increased by 2.49 folds; linoleic and linolenic decreased by 38.69% and 97.47%</td>
<td align="center">
<xref ref-type="bibr" rid="B55">Li et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD2-1A; FAD2-2A</italic>
</td>
<td align="left">Oleic acid content increased to 73.50%; linoleic acid content decreased to 12.23%</td>
<td align="center">
<xref ref-type="bibr" rid="B89">Wu et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD2</italic>
</td>
<td align="left">Oleic acid increased by 65.58%; linoleic acid content decreased to 16.08%</td>
<td align="center">
<xref ref-type="bibr" rid="B1">Al Amin et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD2-1B; FAD2-1A; FAD2-2B; FAD2-2C; FAD2-2D</italic>
</td>
<td align="left">Oleic acid content increased to 54.07%; linoleic acid content decreased to 26.17%</td>
<td align="center">
<xref ref-type="bibr" rid="B97">Zhang et al. (2023)</xref>
</td>
</tr>
<tr>
<td rowspan="5" align="left">Mutagenesis</td>
<td align="left">
<italic>FAD3C; FAD3A</italic>
</td>
<td align="left">Linoleic acid content decreased to 2%&#x2013;3%</td>
<td align="center">
<xref ref-type="bibr" rid="B39">Held et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD3A</italic>
</td>
<td align="left">Linolenic acid content reduced to 3.8%&#x2013;4.5%</td>
<td align="center">
<xref ref-type="bibr" rid="B82">Thapa et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD3A</italic>
</td>
<td align="left">Linolenic acid reduced to 4%</td>
<td align="center">
<xref ref-type="bibr" rid="B51">Kim et al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FATA1A; FATB</italic>
</td>
<td align="left">Mutations at FATA1A increase oleic acid up to 34.5%; FATB presented low palmitic acid (5.6%) and increases oleic acid (36.5%)</td>
<td align="center">
<xref ref-type="bibr" rid="B99">Zhou et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FATB1a</italic>
</td>
<td align="left">Reduction in 30% palmitic acid content</td>
<td align="center">
<xref ref-type="bibr" rid="B81">Thapa et al. (2016)</xref>
</td>
</tr>
<tr>
<td rowspan="7" align="left">Transgenic RNAi</td>
<td align="left">
<italic>FAD2 - 1B</italic>
</td>
<td align="left">Oleic acid increased from 20% to 80%</td>
<td align="center">
<xref ref-type="bibr" rid="B90">Yang et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD2-1</italic>
</td>
<td align="left">Increased oleic acid to 72% and decreased 85% the content of linoleic acid</td>
<td align="center">
<xref ref-type="bibr" rid="B18">Brink et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD3</italic>
</td>
<td align="left">Linolenic acid reduced to 1%&#x2013;3%</td>
<td align="center">
<xref ref-type="bibr" rid="B37">Flores et al. (2008)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD2-1; FATB</italic>
</td>
<td align="left">Oleic acid increase (to 94.58%); Palmitic acid reduction (&#x3c;3%)</td>
<td align="center">
<xref ref-type="bibr" rid="B67">Murad et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>SDP1-1;SDP1-2; SDP1-3; SDP1-4</italic>
</td>
<td align="left">Content of oil increases 3%; linoleic oil decreases 7% and increases 10% oleic acid</td>
<td align="center">
<xref ref-type="bibr" rid="B50">Kanai et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>SDP1</italic>
</td>
<td align="left">Slightly increase in oleic acid</td>
<td align="left">
<xref ref-type="bibr" rid="B7">Aznar-Moreno et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>DGAT1</italic>
</td>
<td align="left">Oleic acid increased by 47.3%</td>
<td align="center">
<xref ref-type="bibr" rid="B83">Torabi et al. (2021)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="left">TALENs</td>
<td align="left">
<italic>FAD3a</italic>
</td>
<td align="left">Linolenic acid reduced to 2.5%; linoleic acid reduced 2.7%; oleic acid increases to 82.2%</td>
<td align="center">
<xref ref-type="bibr" rid="B30">Demorest et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD2-1A; FAD2-1B</italic>
</td>
<td align="left">Oleic acid increased to 80% and linoleic acid decreased to under 4%</td>
<td align="center">
<xref ref-type="bibr" rid="B38">Haun et al. (2014)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="left">Transgenic overexpression</td>
<td align="left">
<italic>FAD3</italic>
</td>
<td align="left">Linolenic acid increases seven folds</td>
<td align="center">
<xref ref-type="bibr" rid="B93">Yeom et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>FAD3</italic>
</td>
<td align="left">Linolenic acid contend increased to 70.9%</td>
<td align="center">
<xref ref-type="bibr" rid="B28">Damude et al. (2006)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left">
<italic>DGAT1</italic>
</td>
<td align="left">Oleic acid increased by 7%</td>
<td align="center">
<xref ref-type="bibr" rid="B2">AL-Amery et al. (2019)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In soybean, oleic acid levels are regulated by the fatty acid desaturase 2 enzyme (FAD2) localized in the endoplasmic reticulum. It is the main enzyme responsible for the biosynthesis of polyunsaturated fatty acids (PUFAs) in non-photosynthetic tissues, such as developing seeds of oilseed crops (<xref ref-type="bibr" rid="B100">Zhang et al., 2012</xref>). FAD2 introduces a double bond at the delta-12 (omega-6) position, catalyzing the conversion of oleic acid to linoleic acid, which is subsequently desaturated to linolenic acid by the FAD3 enzyme (<xref ref-type="fig" rid="F1">Figure 1B</xref>). In soybean, the <italic>FAD2</italic> gene is present in two copies: <italic>FAD2-1</italic> and <italic>FAD2-2</italic>. Several variants for these copies have already been reported, including <italic>FAD2-1A, FAD2-1B, FAD2-2A, FAD2-2B, FAD2-2C, FAD2-2D</italic> and <italic>FAD2-2F</italic>, which differ in chromosomal location and expression patterns (<xref ref-type="bibr" rid="B29">Dar et al., 2017</xref>; <xref ref-type="bibr" rid="B54">Lakhssassi et al., 2017</xref>).</p>
<p>The first commercial soybean variety with high-oleic profile was Plenish<sup>&#xae;</sup>, a transgenic RNAi soybean developed by DuPont Pioneer contain approximately 75% oleic acid due to the insertion of a fragment of the <italic>FAD2-1</italic> gene under the control of a seed-specific promoter (<xref ref-type="bibr" rid="B18">Brink et al., 2014</xref>). This trait was combined with mutations associated with low linolenic content, resulting in a product with less than 2% linolenic acid (<xref ref-type="bibr" rid="B34">EFSA GMO Panel, 2016</xref>). Another high-oleic soybean variety is Vistive<sup>&#xae;</sup> Gold, developed by Monsanto/Bayer, in which the <italic>FAD2</italic> gene was silenced through the insertion of an RNAi cassette expressing dsRNA molecules (<xref ref-type="bibr" rid="B33">Eck, 2011</xref>; <xref ref-type="bibr" rid="B52">Knowlton, 2022</xref>). In addition, a Brazilian group developed a soybean cultivar using RNAi-mediated silencing of FAD2-1, which led to a significant increase in oleic acid, reaching levels up to 94.5% (<xref ref-type="bibr" rid="B67">Murad et al., 2014</xref>).</p>
<p>
<italic>FAD2-1A</italic> and <italic>FAD2-1B</italic> genes were also modified using TALENS by the Calyxt team. These alterations increased the oleic content to 80% in soybean oil (<xref ref-type="bibr" rid="B38">Haun et al., 2014</xref>). Subsequently, the FAD3A gene with mutations was stacked in the same cultivar, further improving the fatty acid profile, resulting in the development of the Calyno variety (<xref ref-type="bibr" rid="B30">Demorest et al., 2016</xref>). Calyno oil was the first gene-edited food product to be released directly to consumers, due to the deregulation of products developed using technologies that are not considered genetically modified organisms (GMO) (<xref ref-type="bibr" rid="B52">Knowlton, 2022</xref>).</p>
<p>New plants derived from gene editing have been subject to regulatory review in various countries. In most cases, small modifications derived from NHEJ process after cleavage by proteins such as TALENs or CRISPR-associated proteins have been considered non-GMO by regulatory agencies and have not required the same oversight as transgenic crops (<xref ref-type="bibr" rid="B35">Entine et al., 2021</xref>). This represents an advantage of using CRISPR-Cas to generate new commercial soybean varieties.</p>
<p>In addition to the varieties currently available on the market, CRISPR-Cas9&#x2014;the most recent molecular tool for gene editing&#x2014;has also emerged as a promising approach for developing high-oleic soybean varieties. Several studies have demonstrated that silencing genes from the FAD family improves soybean oil quality. The application of CRISPR-Cas9 has led to the silencing of <italic>FAD2&#x2013;1A</italic> and <italic>FAD2&#x2013;1B</italic>, resulting in a significant increase in oleic acid concentration to over 80%, while linoleic acid content in the seed decreased to approximately 1.7% (<xref ref-type="bibr" rid="B32">Do et al., 2019</xref>). Significant modulations have also been achieved through CRISPR-Cas, with reports showing oleic acid content reaching 65.58% and linoleic acid content reduced to 16.08% (<xref ref-type="bibr" rid="B1">Al Amin et al., 2019</xref>). Mutants with simultaneous silencing of <italic>FAD2-1A</italic> and <italic>FAD2-2A</italic> showed an increase in oleic acid content of up to 73.5%, while linoleic acid levels dropped to 12% (<xref ref-type="bibr" rid="B89">Wu et al., 2020</xref>). The simultaneous silencing of <italic>FAD2-1B, FAD2-1A</italic>, <italic>FAD2-2B, FAD2-2C</italic>, and <italic>FAD2-2D</italic> led to an increase in oleic acid from 18.58% to 54.07% and a reduction in linoleic acid from 57.19% to 26.17% (<xref ref-type="bibr" rid="B97">Zhang et al., 2023</xref>). Furthermore, the knockout of <italic>FAD2&#x2013;1A, FAD2&#x2013;1B</italic>, and <italic>FAD3A</italic> genes using CRISPR-Cas9 resulted in an oleic acid content increase to approximately 87% (<xref ref-type="bibr" rid="B98">Zheng et al., 2024</xref>).</p>
<p>In soybean, the <italic>omega-3 fatty acid desaturase gene (FAD3)</italic> catalyzes the conversion of linoleic acid into linolenic acid by introducing a third double bond into the carbon chain (<xref ref-type="bibr" rid="B26">Combs and Bilyeu, 2019</xref>). In this species, three FAD3 genes have been described: <italic>FAD3A, FAD3B</italic>, and <italic>FAD3C</italic> (<xref ref-type="bibr" rid="B15">Bilyeu et al., 2011</xref>). Genetic modifications through mutagenesis have successfully produced soybean lines with reduced linolenic acid content. Mutants for the <italic>FAD3A</italic> gene have shown reductions in linolenic acid to 3%&#x2013;4% in soybean seeds (<xref ref-type="bibr" rid="B51">Kim et al., 2015</xref>; <xref ref-type="bibr" rid="B82">Thapa et al., 2018</xref>). Similar results were observed in another study, in which lines carrying mutant alleles of both <italic>FAD3C</italic> and <italic>FAD3A</italic> exhibited linolenic acid levels between 2% and 3% (<xref ref-type="bibr" rid="B39">Held et al., 2019</xref>). Additionally, the use of an RNAi cassette expressing siRNAs targeting the <italic>FAD3</italic> gene led to extremely low linolenic acid production, with some events producing as little as 1% (<xref ref-type="bibr" rid="B37">Flores et al., 2008</xref>). Linolenic acid levels below 3% are a key target for improving oil functionality in the marketplace (<xref ref-type="bibr" rid="B26">Combs and Bilyeu, 2019</xref>).</p>
<p>Modifications in other genes involved in the fatty acid biosynthetic pathway have also yielded promising results in producing soybeans with an optimized fatty acid profile. The <italic>SDP1</italic> gene (<italic>SUGAR DEPENDENT1</italic>), which is involved in TAG degradation, has been targeted through genetic manipulation to increase oleic acid content. RNAi-mediated silencing of SDP1 led to elevated oleic acid levels and reduced linoleic acid content (<xref ref-type="bibr" rid="B50">Kanai et al., 2019</xref>). In another study, RNAi-mediated silencing of <italic>SDP1</italic> slightly increased oleic acid (18:1) levels and led to up to a 20% increase in total seed oil content without affecting protein levels (<xref ref-type="bibr" rid="B7">Aznar-Moreno et al., 2022</xref>).</p>
<p>The diacylglycerol acyltransferase type I (DGAT1) catalyzes the esterification of diacylglycerol with fatty acids in the final step of TAG biosynthesis. Interestingly, gene silencing of <italic>DGAT1</italic> using trans-acting siRNA decreased total seed oil content by 8.3% but increased oleic acid levels by 47.3% (<xref ref-type="bibr" rid="B83">Torabi et al., 2021</xref>). On the other hand, overexpression of <italic>DGAT1</italic> gene from <italic>Vernonia galamensis</italic> in soybean resulted in an approximately 4% increase in total seed oil and up to a 7% increase in oleic acid content (<xref ref-type="bibr" rid="B2">AL-Amery et al., 2019</xref>). The knockout of <italic>PDCT</italic> gene (diacylglycerol cholinephosphotransferase) using CRISPR-Cas9, resulted in increased levels of monounsaturated fatty acids, such as oleic acid, and a substantial reduction in linoleic and linolenic acids (<xref ref-type="bibr" rid="B55">Li et al., 2023</xref>). These studies reveal that additional genes can be explored for genetic modification to further improve soybean oil quality.</p>
<p>Many genetic approaches and technologies have been used to develop high-oleic, low-linoleic, and low-linolenic soybean varieties, bringing advantages not only to consumers but also to farmers. A notable example is the Plenish<sup>&#xae;</sup> soybean cultivar. Industry offers attractive premiums to farmers who grow Plenish<sup>&#xae;</sup> high-oleic soybean, ranging from US$ 1 to US$ 2 per bushel, due to their superior oil characteristics (<xref ref-type="bibr" rid="B71">Pioneer, 2021</xref>). In 2024, it is estimated that 1.6 million acres of this soybean variety were planted in the United States, with projections reaching 2.7 million acres by 2027 (<xref ref-type="bibr" rid="B3">Anderson, 2024</xref>). Although maintaining the identity of these varieties requires additional care, such as equipment cleaning and record-keeping, the economic and functional advantages have supported the expansion of their cultivation.</p>
</sec>
<sec id="s4-2">
<title>4.2 Low-palmitic soybean oil</title>
<p>Saturated fatty acids such as palmitic acid are associated with increased cardiovascular health risks (<xref ref-type="bibr" rid="B17">Briggs et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Kaikkonen et al., 2021</xref>). According to health guidelines, the desirable level of saturated fatty acids in soybean oil is around 7% (<xref ref-type="bibr" rid="B36">Fehr, 2007</xref>; <xref ref-type="bibr" rid="B43">Hudson and Hudson, 2021</xref>). Two classical loci have been associated with reduced palmitic acid content in soybean: <italic>Fap1</italic> and <italic>Fap3</italic> (<xref ref-type="bibr" rid="B43">Hudson and Hudson, 2021</xref>). A mapping study revealed that the <italic>fap1</italic> locus is linked to decreased palmitic acid levels through a mutation in the <italic>ketoacyl-ACP synthase IIIA (KASIIIA)</italic> gene. This mutation disrupts proper transcript splicing, resulting in increased gene expression (<xref ref-type="bibr" rid="B22">Cardinal et al., 2014</xref>). The <italic>fap3</italic> locus contains the <italic>FATB1A</italic> gene (<xref ref-type="bibr" rid="B21">Cardinal et al., 2007</xref>), and several biotechnological approaches targeting this gene have reported decreased palmitic acid content. Mutations in these two genes have shown additive effects, reducing palmitic acid content to approximately 4% (<xref ref-type="bibr" rid="B22">Cardinal et al., 2014</xref>).</p>
<p>In plastids, two distinct acyl-ACP thioesterases (enzymes encoded by the paralogous genes <italic>FATA</italic> and <italic>FATB</italic>) hydrolyze acyl-ACP to produce free fatty acids (FFAs) (<xref ref-type="bibr" rid="B99">Zhou et al., 2021</xref>; <xref ref-type="bibr" rid="B57">Liao et al., 2024</xref>). These enzymes catalyze the release of fatty acids into the cytoplasm, where they are converted into acyl-CoA derivatives (<xref ref-type="fig" rid="F1">Figure 1B</xref>). FATA predominantly hydrolyzes 18:1 (oleic acid) and FATB hydrolyzes saturated fatty acyl-ACPs 16:0 (palmitic acid) and 18:0 (stearic acid) (<xref ref-type="bibr" rid="B99">Zhou et al., 2021</xref>). In soybean, <italic>FATB1a</italic> and <italic>FATB1b</italic> alleles have been identified as having greater influence on reducing palmitic acid levels (<xref ref-type="bibr" rid="B8">Bachleda et al., 2016</xref>; <xref ref-type="bibr" rid="B60">Ma et al., 2021</xref>). As key enzymes in fatty acid biosynthesis, FAT enzymes are relevant targets for biotechnological strategies aimed at reducing palmitic acid content in the lipid profile.</p>
<p>Studies have shown that <italic>FATB1</italic> mutations result in significantly lower palmitic acid levels in soybean seeds, positively impacting the nutritional profile of the oil. Using TILLING-by-Sequencing, several alleles - <italic>FATA1A</italic>, <italic>FATB1A</italic>, <italic>FATB1B</italic>, <italic>FATB2A</italic>, and <italic>FATB2B</italic>- were discovered (<xref ref-type="bibr" rid="B99">Zhou et al., 2021</xref>). Mutations in <italic>FATA1A</italic> were associated with elevated oleic acid content (up to 34.5%), while mutations in <italic>FATB1B</italic> led to reductions in palmitic acid of up to 50% (<xref ref-type="bibr" rid="B99">Zhou et al., 2021</xref>). Marker-assisted selection (MAS) can support breeding programs by accelerating selection and reducing costs. Some studies using MAS have linked the <italic>FATB1a</italic> gene to reduced palmitic acid content in soybean seeds (<xref ref-type="bibr" rid="B8">Bachleda et al., 2016</xref>). Through mutagenesis, soybean lines with mutations in <italic>FATB1A</italic> showed up to 30% reductions in palmitic acid content (<xref ref-type="bibr" rid="B81">Thapa et al., 2016</xref>).</p>
<p>RNAi-mediated silencing of the <italic>FATB</italic> gene in soybean resulted in a reduction of palmitic acid to 3% in seed oil content (<xref ref-type="bibr" rid="B67">Murad et al., 2014</xref>). Vistive<sup>&#xae;</sup> Gold variety, developed by Monsanto/Bayer, combines high-oleic levels with reduced SFA content due to the silencing of the <italic>FATB</italic> gene via RNAi (<xref ref-type="bibr" rid="B33">Eck, 2011</xref>; <xref ref-type="bibr" rid="B52">Knowlton, 2022</xref>).</p>
<p>More recently, the CRISPR/Cas9 tool has been used to edit genes in the <italic>FATB</italic> gene family, such as <italic>FATB1a, FATB1b</italic>, and <italic>FATA1.</italic> Knockout of <italic>FATB1a</italic> and <italic>FATB1b</italic> led to reductions in palmitic acid by up to 53% and stearic acid by up to 37%, with no significant changes in unsaturated fatty acids, although oleic acid content increased by 1%&#x2013;3% (<xref ref-type="bibr" rid="B60">Ma et al., 2021</xref>). CRISPR-Cas9-generated mutants for the <italic>FATA1</italic> gene showed increased oleic acid content, but plants exhibited growth defects during early developmental stages. Conversely, overexpression of <italic>FATA</italic> resulted in a 5.7% increase in fatty acid content in soybean leaves and a 26.9% and 23.2% increase in seed yield and seed fatty acid content, respectively (<xref ref-type="bibr" rid="B57">Liao et al., 2024</xref>).</p>
</sec>
<sec id="s4-3">
<title>4.3 High-linolenic soybean oil</title>
<p>Linolenic acid is an omega-3 fatty acid essential to human health and can only be obtained through the diet. Omega-3 fatty acids are well known for their role in preventing cardiovascular diseases (<xref ref-type="bibr" rid="B23">Chen et al., 2021</xref>). However, the linolenic acid content in conventional soybean oil is relatively low, around 8% (<xref ref-type="bibr" rid="B36">Fehr, 2007</xref>).</p>
<p>The conversion of linoleic acid (18:2) to linolenic acid (18:3) is catalyzed by the <italic>omega-3 fatty acid desaturase gene (FAD3)</italic> in the endoplasmic reticulum. In the soybean genome, three genes encode desaturase isoforms: <italic>FAD3A, FAD3B</italic>, and <italic>FAD3C</italic> (<xref ref-type="bibr" rid="B31">Derbyshire et al., 2023</xref>). A quantitative trait locus (QTL) associated with linolenic acid content was identified, marked by a single nucleotide polymorphism (SNP) located upstream of the <italic>FAD3</italic> gene. This QTL explained 7% of the phenotypic variance in seed linolenic acid levels (<xref ref-type="bibr" rid="B96">Zhang et al., 2018</xref>), suggesting that further investigation in related genes could provide new insights into the control of this trait.</p>
<p>Only a few studies have explored biotechnological approaches to increase linolenic acid content in soybean. Transgenic soybean plants expressing the <italic>FAD3</italic> gene from lesquerella (<italic>Physaria fendleri</italic>) showed a substantial enhancement in linolenic acid levels (<xref ref-type="bibr" rid="B93">Yeom et al., 2020</xref>). In some transformed lines, levels reached up to 52.4% of total seed oil, representing a sevenfold increase compared to non-transformed controls. In another transgenic approach, the <italic>FAD3</italic> gene derived from the fungus <italic>F. monilifore</italic> was inserted into soybean, leading to an increase in linolenic content from 10.9% to 70.9% (<xref ref-type="bibr" rid="B28">Damude et al., 2006</xref>). These results demonstrate the potential of biotechnological strategies to develop high-omega-3 soybean varieties for functional food markets.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion and perspectives</title>
<p>The quality of soybean oil is a decisive factor in enhancing the product&#x2019;s value in global markets. Modern biotechnology is crucial to the development of new cultivars, particularly through genome editing using CRISPR/Cas. This technology enables precise and simultaneous modifications at multiple loci, while in some cases minimizing concerns typically associated with genetically modified organisms (GMOs). The development of genome-edited soybeans can employ multiplex strategies to target multiple key genes in lipid metabolism simultaneously, thereby accelerating the generation of oil profiles optimized for different applications.</p>
<p>Within this context, the development of non-GMO soybean cultivars with high oleic acid content to be used by the main soybean-producing countries emerges as a strategic alternative to meet the demands of the food and biodiesel industries, as well as those of the end consumer. Furthermore, soybean cultivars with specific traits, such as high &#x3b1;-linolenic acid content - an essential omega-3 fatty acid - could serve the functional food and dietary supplement markets. Likewise, low-palmitic soybean oil cultivars, with reduced levels of saturated fatty acids, aim to address the demand for healthier food products. Altogether, these targeted modifications illustrate the diverse possibilities for improving soybean oil quality and creating differentiated products that increase the added value of soybean oil.</p>
<p>Biotechnology can also improve gene discovery related to the oil biosynthetic pathway. Although several genes associated with the lipid metabolic pathway in soybean are already known, advances in omics-based approaches&#x2013;such as genomics, transcriptomics, metabolomics, epigenomics, and lipidomics&#x2013;and the integration of these datasets may provide new insights into fatty acid biosynthesis, as well as reveal crucial gene interactions. Such knowledge will be essential for soybean genetic improvement.</p>
<p>At the same time, the food industry has been increasingly demanding oils with enhanced processing characteristics, both for industrial applications and for the consumer market. The major soybean producers worldwide&#x2013;Brazil, the United States, and Argentina&#x2013;must remain attentive to shifts in industry and consumer preferences. While the United States has already developed and commercialized soybean cultivars with improved lipid traits, Brazil, as the world&#x2019;s leading soybean producer, must advance in the developing of the new technologies. This advancement is essential not only to maintain its leadership but also to assume a prominent role in supplying healthier food products. The lack of nationally developed cultivars may otherwise reduce Brazilian soybean to a commodity with lower added value, targeting less demanding markets.</p>
<p>Looking ahead, the soybean production chain must remain aligned with the evolving requirements of the consumer market. Soybean oil with enhanced functional properties and specific attributes tailored to diverse industrial and nutritional demands has the potential to consolidate soybean not merely as a commodity, but as a versatile platform for the production of specialty oils.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>JR: Writing &#x2013; original draft, Methodology; Conceptualization; Writing &#x2013; review and editing. DRM: Writing &#x2013; original draft. AMVS: Writing &#x2013; original draft. EMGS: Writing &#x2013; original draft. ELR: Funding acquisition, Writing &#x2013; review and editing; ALN: Funding acquisition, Writing &#x2013; review and editing; LMM-H: Funding acquisition, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. We acknowledge funding and support from Embrapa Soybean, Embrapa Genetic Resources and Biotechnology, and National Institute of S&#x0026;T in Engineering Systems Biology, EngBio (processo: 408411/2024-4).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declare that Generative AI was used in the creation of this manuscript. The author(s) declare that Generative AI (ChatGPT, OpenAI, GPT-4, 2025) was used to assist in the preparation of this manuscript, including text refinement and language editing. All content was critically reviewed and approved by the authors.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<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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