<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">foodsyst</journal-id><journal-title-group><journal-title xml:lang="en">Food systems</journal-title><trans-title-group xml:lang="ru"><trans-title>Пищевые системы</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2618-9771</issn><issn pub-type="epub">2618-7272</issn><publisher><publisher-name>Федеральный научный центр пищевых систем им. В.М. Горбатова РАН</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.21323/2618-9771-2022-5-4-369-375</article-id><article-id custom-type="elpub" pub-id-type="custom">foodsyst-206</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Статьи</subject></subj-group></article-categories><title-group><article-title>Authentication of vegetable oils using isotope mass spectrometry</article-title><trans-title-group xml:lang="ru"><trans-title>Установление подлинности  растительных масел   с использованием метода изотопной масс-спектрометрии</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5502-7951</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Панасюк</surname><given-names>А. Л.</given-names></name><name name-style="western" xml:lang="en"><surname>Panasyuk</surname><given-names>A. L.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Панасюк Александр Львович — доктор технических наук,  профессор, заместитель директора по научной работе.</p><p>119021, Москва, ул. Россолимо, д.7</p><p>Тел.: +7–499–246–76–38</p></bio><bio xml:lang="en"><p>Alexander L. Panasyuk - Doctor  of Technical Sciences, Professor, Deputy Director, All-Russian Scientific Research Institute of Brewing, Beverage  and Wine Industry.</p><p>7, Rossolimo Str., Moscow, 119021</p><p>Tel.: +7–499–246–76–38</p></bio><email xlink:type="simple">alpanasyuk@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8367-3523</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Свиридов</surname><given-names>Д. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Sviridov</surname><given-names>D. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Свиридов Дмитрий Александрович — кандидат технических наук, старший научный сотрудник, лаборатория технологии виноградных и плодовых  вин.</p><p>119021, Москва, ул. Россолимо, д.7</p><p>Тел.: +7–499–246–63–10</p></bio><bio xml:lang="en"><p>Dmitriy A. Sviridov - Candidate of Technical Sciences, Senior  Researcher, Laboratory of Technology of Grape  and  Fruit  Wines,  All-Russian Scientific Research Institute of Brewing, Beverage and Wine Industry</p><p>7, Rossolimo Str., Moscow, 119021</p><p>Tel.: +7–499–246–63–10</p></bio><email xlink:type="simple">labvin@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1223-0703</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шилкин</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Shilkin</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Шилкин Алексей Александрович — младший научный сотрудник, лаборатория технологии виноградных и плодовых вин.</p><p>119021, Москва, ул. Россолимо, д.7</p><p>Teл.: +7–499–246–63–10</p></bio><bio xml:lang="en"><p>Aleksey A. Shilkin - Junior  Researcher, Laboratory of Technology of Grape and Fruit Wines, All-Russian Scientific Research Institute of Brewing, Beverage and Wine Industry.</p><p>7, Rossolimo Str., Moscow, 119021</p><p>Tel.: +7–499246–63–10</p></bio><email xlink:type="simple">labvin@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Всероссийский научно-исследовательский институт пивоваренной, безалкогольной и винодельческой промышленности</institution><country>Россия</country></aff><aff xml:lang="en"><institution>All-Russian Scientific Research Institute of Brewing, Beverage and Wine Industry</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>09</day><month>01</month><year>2023</year></pub-date><volume>5</volume><issue>4</issue><fpage>369</fpage><lpage>375</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Panasyuk A.L., Sviridov D.A., Shilkin A.A., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Панасюк А.Л., Свиридов Д.А., Шилкин А.А.</copyright-holder><copyright-holder xml:lang="en">Panasyuk A.L., Sviridov D.A., Shilkin A.A.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.fsjour.com/jour/article/view/206">https://www.fsjour.com/jour/article/view/206</self-uri><abstract><p>Vegetable oils play an important role in the  human diet. Both the  physiological value of the  product and its cost largely  depend on the  type of processed raw materials. In this  regard, the  establishment of the  type of vegetable raw materials used for the production of vegetable oils is an important area of research in the identification of this product type. To date,  one of the most  informative methods for assessing the authenticity of plant raw materials is the method of isotope mass spectrometry. Thirty  samples of vegetable oils produced from various  raw materials and places  of origin  (Italy, Greece, Spain, Turkey, Armenia, Russia, Slovenia)  were studied. The isotopic ratios of carbon, oxygen  and hydrogen were measured in the  samples. It is shown  that the  samples of corn oil (C4 type of photosynthesis) are characterized by the  highest values  of the  indicator δ13C, from –17.00‰ to –17.73‰. The rest of the studied samples of vegetable oils were produced from C3 plants (grape seed oil, olive, linseed, sesame, pumpkin, mustard, sunflower, etc.). For them, the values of δ13C lie in the range  from –26.60‰ to –31.14‰. Thus, the  method of isotope mass  spectrometry makes  it possible to detect the  introduction of corn oil into  a product produced from plants with C3 type of photosynthesis, even in small  quantities. In addition, this  method enables establishing the introduction of cheap  oils into  corn oil. The values  of the indicators δ18O and δ2H largely depend on the year of harvest and the climatic characteristics of the region where the raw materials grow. Thus, the values of the isotopic characteristics of the δ18O structural components of the oil samples from grape  seeds  produced in Turkey, Armenia and Italy have significant differences (19.40± 0.77‰, 16.55± 0.66‰ and 23.29± 0.93‰, respectively). The values  of the  isotopic characteristics of hydrogen δ2H of the  sample from Armenia differed from the values  of the samples from Turkey and Italy in the direction of a higher content of “light”  isotopes (–189.86± 1.13‰, —163.17 ± 0.97‰ and –160.72± 0.97‰, respectively). The annual monitoring of these values, the creation of a database, as well as the  use of statistical analysis methods will allow in the  future identifying vegetable oils by their geographical origin  with a high degree  of reliability.</p></abstract><trans-abstract xml:lang="ru"><p>Масла растительного происхождения играют важную  роль в рационе питания человека. От вида  перерабатываемого сырья  в значительной степени зависят как физиологическая ценность продукта, так и его стоимость. В связи  с этим  установление вида  растительного сырья, используемого для  производства растительных масел, является важным направлением исследований при  идентификации данного вида продукции. На сегодняшний день  одним из  наиболее информативных методов оценки подлинности растительного сырья  является метод изотопной масс-спектрометрии. Исследовано 30 образцов растительных масел, произведенных из различного сырья  и мест  происхождения (Италия, Греция, Испания, Турция, Армения, Россия, Словения). В образцах измеряли значения изотопных отношений углерода, кислорода и водорода. Показано, что  образцы кукурузного масла  (С4 тип  фотосинтеза) характеризуются  наиболее высокими значениями показателя δ13С, от минус  17,00‰ до минус  17,73‰. Остальные исследуемые образцы растительных масел  были  произведены из С3-растений (масло  виноградных семян,  оливковое, льняное, кунжутное, тыквенное, горчичное, подсолнечное и др.). Для них значения δ13С лежат  в диапазоне от минус  26,60‰ до минус  31,14‰. Таким  образом, метод изотопной масс-спектрометрии позволяет выявить внесение кукурузного масла  в продукт, произведенный из растений с С3 типом  фотосинтеза, даже  в небольших количествах. Также  при  помощи этого  способа возможно установить  внесение дешевых масел  в кукурузное. Значения показателей δ18O и δ2H в значительной степени зависят от  года  урожая  и  климатических особенностей региона произрастания  сырья. Так,  значения изотопных характеристик δ18O структурных компонентов образцов масел  из виноградных семян, произведенных в Турции, Армении и Италии, имеют значительные различия (19,40 ± 0,77‰, 16,55 ± 0,66‰ и 23,29 ± 0,93‰ соответственно). Значения изотопных характеристик водорода δ2H образца из Армении отличались от значений образцов из Турции  и Италии в сторону большего содержания «легких» изотопов  (минус  189,86 ± 1,13‰, минус  163,17 ± 0,97‰ и минус  160,72 ± 0,97‰ соответственно). Проведение ежегодного мониторинга этих значений, создание базы данных, а также  использование статистических методов анализа позволит в перспективе проводить идентификацию растительных масел  по месту  их географического происхождения с высокой степенью достоверности.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>растительные масла</kwd><kwd>изотопная масс-спектрометрия</kwd><kwd>изотопы углерода</kwd><kwd>кислорода</kwd><kwd>водорода</kwd><kwd>идентификация</kwd><kwd>место происхождения</kwd><kwd>фальсификация</kwd></kwd-group><kwd-group xml:lang="en"><kwd>vegetable oils</kwd><kwd>isotope mass spectrometry</kwd><kwd>carbon isotopes</kwd><kwd>oxygen</kwd><kwd>hydrogen</kwd><kwd>identification</kwd><kwd>place of origin</kwd><kwd>falsification</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">Статья  подготовлена в рамках выполнения исследований по государственному заданию № FNEN-2019-042 Федерального научного центра пищевых систем им. В. М. Горбатова Российской академии наук.</funding-statement><funding-statement xml:lang="en">The article was published as part  of the  research topic  No. FNEN-0585-2019-042 of the  state assignment of the  V.M. Gorbatov  Federal Research Center for Food Systems  of RAS.</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Ильина Г. Г., Ламоткин С. А., Колногоров К. П., Скаковский Е. Д. (2014). Идентификация состава растительных масел хроматографическими и спектральными методами. Труды БГТУ. № 4. Химия, технология органических веществ и биотехнология, 4(168), 207–210.</mixed-citation><mixed-citation xml:lang="en">Il’ina, G. G., Lamotkin, S. A., Kolnogorov, K. P., Skakovskii, E. D. (2014). Identification of the composition of vegetable oils by chromatographic and spectral methods. Proceedings of BSTU. No. 4. Chemistry,Technology of Organic Substances and Biotechnology, 4(168), 207–210. (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Kalivas, J. H., Georgiou, C. A., Moira, M., Tsafaras, I., Petrakis, E. A., Mousdis, G. A. (2014). Food adulteration analysis without laboratory prepared or determined reference food adulterant values. Food Chemistry, 148, 289–293. https://doi.org/10.1016/j.foodchem.2013.10.065</mixed-citation><mixed-citation xml:lang="en">Kalivas, J. H., Georgiou, C. A., Moira, M., Tsafaras, I., Petrakis, E. A., Mousdis, G. A. (2014). Food adulteration analysis without laboratory prepared or determined reference food adulterant values. Food Chemistry, 148, 289–293. https://doi.org/10.1016/j.foodchem.2013.10.065</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Olmo-García, L., Polari, J. J., Li, X., Bajoub, A., Fernandez-Gutierrez, A., Wang, S. C.et al.(2018).Deep insight into the minor fraction of virgin olive oil by using LC–MS and GC–MS multi-class methodologies. Food Chemistry, 261, 184–193. https://doi.org/10.1016/j.foodchem.2018.04.006</mixed-citation><mixed-citation xml:lang="en">Olmo-García, L., Polari, J. J., Li, X., Bajoub, A., Fernandez-Gutierrez, A., Wang, S. C. et al. (2018). Deep insight into the minor fraction of virgin olive oil by using LC–MS and GC–MS multi. Food Chemistry, 261, 184–193. https://doi.org/10.1016/j.foodchem.2018.04.006</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Tena, N., Aparicio-Ruiz, R., Koidis, A., García-González, D. L. (2017). Analytical tools in authenticity and traceability of olive oil. Chapter in a book: Food traceability and authenticity. CRC Press, 2017. https://doi.org/10.1201/9781351228435–13</mixed-citation><mixed-citation xml:lang="en">Tena, N., Aparicio-Ruiz, R., Koidis, A., García-González, D. L. (2017). Analytical tools in authenticity and traceability of olive oil. Chapter in a book: Food traceability and authenticity. CRC Press, 2017. https://doi.org/10.1201/9781351228435–13</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Monasterio, R. P., Olmo-García, L., Bajoub, A., Fernandez-Gutierrez, A., Carrasco-Pancorbo, A. (2017). Phenolic compounds profiling of virgin olive oils from different varieties cultivated in Mendoza, Argentina, by using liquid chromatography-mass spectrometry. Journal of Agriculture Food Chemistry, 65(37), 8184–8195. https://doi.org/10.1021/acs.jafc.7b02664</mixed-citation><mixed-citation xml:lang="en">Monasterio, R. P., Olmo-García, L., Bajoub, A., Fernandez-Gutierrez, A., Carrasco-Pancorbo, A. (2017). Phenolic compounds profiling of virgin olive oils from different varieties cultivated in Mendoza, Argentina, by using liquid chromatography-mass spectrometry. Journal of Agriculture Food Chemistry, 65(37), 8184–8195. https://doi.org/10.1021/acs.jafc.7b02664</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Sanchez de Medina, V., Miho, H., Melliou, E., Magiatis, P., Priego-Capote, F., Luque de Castro, M.D. (2017). Quantitative method for determination of oleocanthal and oleacein in virgin olive oils by liquid chromatography-tandem mass spectrometry, Talanta, 162, 24–31. https://doi.org/10.1016/j.talanta.2016.09.056</mixed-citation><mixed-citation xml:lang="en">Sanchez de Medina, V., Miho, H., Melliou, E., Magiatis, P., Priego-Capote, F., Luque de Castro, M.D. (2017). Quantitative method for determination of oleocanthal and oleacein in virgin olive oils by liquid chromatography-tandem mass spectrometry, Talanta, 162, 24–31. https://doi.org/10.1016/j.talanta.2016.09.056</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Bajoub, A., Medina-Rodríguez, S., Gomez-Romero, M., Ajal, E. A., BagurGonzalez, M. G., Fernandez-Gutierrez, A. et al. (2017). Assessing the varietal origin of extra-virgin olive oil using liquid chromatography fingerprints of phenolic compound, data fusion and chemometrics, Food Chemistry,215, 245–255.https://doi.org/10.1016/j.foodchem.2016.07.140</mixed-citation><mixed-citation xml:lang="en">Bajoub, A., Medina-Rodríguez, S., Gomez-Romero, M., Ajal, E.A., Bagur-Gonzalez, M.G., Fernandez-Gutierrez, A. et al. (2017). Assessing the varietal origin of extra-virgin olive oil using liquid chromatography fingerprints of phenolic compound, data fusion and chemometrics, Food Chemistry, 215, 245–255. https://doi.org/10.1016/j.foodchem.2016.07.140</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Рабина, О. А., Морозов, С. В., Степанова, Е. Н. (2009). Разработка ароматизированных функциональных масложировых продуктов. Масложировая промышленность, 6, 20–21.</mixed-citation><mixed-citation xml:lang="en">Rabina, O. A., Morozov, S. V., Stepanova, E. N. (2009). Development of the flavoured functional fatty products. Fat and Oil Industry, 6, 20–21. (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Olmo-García, L., Bajoub, A., Monasterio, R. P., Fernández-Gutiérrez, A., Carrasco-Pancorbo, A. (2017). Metabolic profiling approach to determine phenolic compounds of virgin olive oil by direct injection and liquid chromatography coupled to mass spectrometry. Food Chemistry, 231, 374–385. https://doi.org/10.1016/j.foodchem.2017.03.139</mixed-citation><mixed-citation xml:lang="en">Olmo-García, L., Bajoub, A., Monasterio, R. P., Fernández-Gutiérrez, A., Carrasco-Pancorbo, A. (2017). Metabolic profiling approach to determine phenolic compounds of virgin olive oil by direct injection and liquid chromatography coupled to mass spectrometry. Food Chemistry, 231, 374–385. https://doi.org/10.1016/j.foodchem.2017.03.139</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Oganesyants, L. A., Panasyuk, A. L., Kuzmina, E. I., Sviridov, D. A. (2020). Modern analysis methods use in order to establish the geographic origin of food products. Food Systems, 3(1), 4–9. https://doi.org/10.21323/2618–9771–2020–3–1–4–9</mixed-citation><mixed-citation xml:lang="en">Oganesyants, L. A., Panasyuk, A. L., Kuzmina, E. I., Sviridov, D. A. (2020). Modern analysis methods use in order to establish the geographic origin of food products. Food Systems, 3(1), 4–9. https://doi.org/10.21323/2618–9771–2020–3–1–4–9</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Chernukha, I., Yurchak, Z., Kuzmina, E. (2018). Study on the meat isotopick composition for origin identification. Potravinarstvo Slovak Journal of Food Sciences, 12(1), 262–266. https://doi.org/10.5219/906</mixed-citation><mixed-citation xml:lang="en">Chernukha, I., Yurchak, Z., Kuzmina, E. (2018) Study on the meat isotopick composition for origin identification. Potravinarstvo Slovak Journal of Food Sciences, 12(1), 62–266. https://doi.org/10.5219/906</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Горбунова Н. А. (2018). Возможности использования стабильных изотопов для идентификации географического происхождения мяса и мясных продуктов. Обзор. Теория и практика переработки мяса, 3(1), 46–58. https://doi.org/10.21323/2414–438X-2018–3–1–46–58</mixed-citation><mixed-citation xml:lang="en">Gorbunova, N. A. (2018). The possibility of using stable isotopes to identify the geographical origin of meat and meat products. Review. Theory and Practice of Meat Processing. 3(1), 46–58. https://doi.org/10.21323/2414–438X-2018–3–1–46–58. (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Huang, J., Norgbey, P. N., Nkrumah, P. A., Opoku, P. A., Apreku, T. O. (2017). Detection of corn oil in adulterated olive and soybean oil by carbon stable isotope analysis. Journal of Consumer Protection and Food Safety, 12, 201–208. https://doi.org/10.1007/s00003–017–1097-x</mixed-citation><mixed-citation xml:lang="en">Huang, J., Norgbey, P. N., Nkrumah, P. A., Opoku, P. A., Apreku, T. O. (2017). Detection of corn oil in adulterated olive and soybean oil by carbon stable isotope analysis. Journal of Consumer Protection and Food Safety, 12, 201–208. https://doi.org/10.1007/s00003–017–1097-x</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Paolini, M., Bontempo, L., Camin, F. (2017). Compound-specific δ13C and δ2H analysis of olive oil fatty acids. Talanta, 174, 38–43. https://doi.org/10.1016/j.talanta.2017.05.080</mixed-citation><mixed-citation xml:lang="en">Paolini, M., Bontempo, L., Camin, F. (2017). Compound-specific δ13C and δ2H analysis of olive oil fatty acids. Talanta, 174, 38–43. https://doi.org/10.1016/j.talanta.2017.05.080</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Camin, F., Bontempo, L. (2017). Edible Vegetable Oils: Stable Isotopes as a Guide to Authenticity and Origin. Chapter in a book: Food Forensics. CRC Press, 2017. https://doi.org/10.1201/9781315151649–12</mixed-citation><mixed-citation xml:lang="en">Camin, F., Bontempo, L. (2017). Edible Vegetable Oils: Stable Isotopes as a Guide to Authenticity and Origin. Chapter in a book: Food Forensics. CRC Press, 2017. https://doi.org/10.1201/9781315151649–12</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Ловкис З. В., Почицкая И. М.. Моргунова Е. М. (2019). Научно-методические основы идентификации пальмового масла в пищевых продуктах. Известия Национальной академии наук Беларуси. Серия аграрных наук, 57(4), 494–508. https://doi.org/10.29235/1817–7204–2019–57–4–494–508</mixed-citation><mixed-citation xml:lang="en">Lovkis, Z. V., Pochitskaya, I. M., Morgunova, E. M. (2019). Research and methodological basis for identification of palm oil in food. Proceedings of the National Academy of Sciences of Belarus Agrarian Series, 57(4), 494–508. https://doi.org/10.29235/1817–7204–2019–57–4–494–508 (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Portarena, S., Baldacchini, C., Brugnoli, E. (2017). Geographical discrimination of extra-virgin olive oils from the Italian coasts by combining stable isotope data and carotenoid content within a multivariate analysis. Food Chemistry, 215, 1–6. https://doi.org/10.1016/j.foodchem.2016.07.135</mixed-citation><mixed-citation xml:lang="en">Portarena, S., Baldacchini, C., Brugnoli, E. (2017). Geographical discrimination of extra-virgin olive oils from the Italian coasts by combining stable isotope data and carotenoid content within a multivariate analysis. Food Chemistry, 215, 1–6. https://doi.org/10.1016/j.foodchem.2016.07.135</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Bontempo, L., Paolini, M., Franceschi, P., Ziller, L., García-González, D. L., Camin, F. (2019). Characterisation and attempted differentiation of European and extra-European olive oils using stable isotope ratio analysis. Food Chemistry, 276, 782–789. https://doi.org/10.1016/j.foodchem.2018.10.077</mixed-citation><mixed-citation xml:lang="en">Bontempo, L., Paolini, M., Franceschi, P., Ziller, L., García-González, D. L., Camin, F. (2019). Characterisation and attempted differentiation of European and extra-European olive oils using stable isotope ratio analysis. Food Chemistry, 276, 782–789. https://doi.org/10.1016/j.foodchem.2018.10.077</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Camin, F, Larcher, R., Nicolini, G., Bontempo, L., Bertoldi, D., Perini, M., et al. (2010). Isotopic and elemental data for tracing the origin of European olive oils. Journal of Agriculture Food Chemistry, 58(1), 570–577. https://doi.org/10.1021/jf902814s</mixed-citation><mixed-citation xml:lang="en">Camin, F., Larcher, R., Nicolini, G., Bontempo, L., Bertoldi, D., Perini, M., et al. (2010). Isotopic and elemental data for tracing the origin of European olive oils. Journal of Agriculture Food Chemistry, 58(1), 570–577. https://doi.org/10.1021/jf902814s</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Faberi, A. Marianella, R.M, Fuselli, F., La Mantia, A., Ciardiello, F., Montesano, C. et al. (2014). Fatty acid composition and δ13C of bulk and individual fatty acids as marker for authenticating Italian PDO/PGI extra virgin olive oils by means of isotopic ratio mass spectrometry. Journal of Mass Spectrometry, 49(9), 840–849. https://doi.org/10.1002/jms.3399</mixed-citation><mixed-citation xml:lang="en">Faberi, A., Marianella, R.M., Fuselli, F., La Mantia, A., Ciardiello, F., Montesano, C., et al. (2014). Fatty acid composition and δ13C of bulk and individual fatty acids as marker for authenticating Italian PDO/ PGI extra virgin olive oils by means of isotopic ratio mass spectrometry. Journal of Mass Spectrometry, 49(9), 840–849. https://doi.org/10.1002/jms.3399</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Portarena, S., Baldacchini, C., Brugnoli, E. (2017). Geographical discrimination of extra-virgin olive oils from the Italian coasts by combining stable isotope data and carotenoid content within a multivariate analysis. Food Chemistry, 215, 1–6. https://doi.org/10.1016/j.foodchem.2016.07.135</mixed-citation><mixed-citation xml:lang="en">Portarena, S., Baldacchini, C., Brugnoli, E. (2017). Geographical discrimination of extra-virgin olive oils from the Italian coasts by combining stable isotope data and carotenoid content within a multivariate analysis. Food Chemistry, 215, 1–6. https://doi.org/10.1016/j.foodchem.2016.07.135</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Bontempo, L. Camin, F., Larcher, R., Nicolini, G., Perini, M., Rossmann, A. (2009). Coast and year effect on H, O and C stable isotope ratios of Tyrrhenian and Adriatic Italian olive oils. Rapid Communications in Mass Spectrometry, 23(7), 1043–1048. https://doi.org/10.1002/rcm.3968</mixed-citation><mixed-citation xml:lang="en">Bontempo, L., Camin, F., Larcher, R., Nicolini, G., Perini, M., Rossmann, A. (2009). Coast and year effect on H, O and C stable isotope ratios of Tyrrhenian and Adriatic Italian olive oils. Rapid Communications in Mass Spectrometry, 23(7), 1043–1048. https://doi.org/10.1002/rcm.3968</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Kalogiouri, N. P. Aalizadeh, R., Dasenaki, M. E., Thomaidis, N. S. (2020). Application of High Resolution Mass Spectrometric methods coupled with chemometric techniques in olive oil authenticity studies- A review. Analytica Chimical Acta, 1134, 150–173. https://doi.org/10.1016/j.aca.2020.07.029</mixed-citation><mixed-citation xml:lang="en">Kalogiouri, N. P., Aalizadeh, R., Dasenaki, M. E., Thomaidis, N. S. (2020). Application of High Resolution Mass Spectrometric methods coupled with chemometric techniques in olive oil authenticity studies- A review. Analytica Chimical Acta, 1134, 150–173. https://doi.org/10.1016/j.aca.2020.07.029</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Kalogiouri, N. P., Aalizadeh, R., Thomaidis, N. S. (2018). Application of an advanced and wide scope non-target screening workflow with LC-ESI-QTOF-MS and chemometrics for the classification of the Greek olive oil varieties. Food Chemistry, 256, 53–61. https://doi.org/10.1016/j.foodchem.2018.02.101</mixed-citation><mixed-citation xml:lang="en">Kalogiouri, N. P., Aalizadeh, R., Thomaidis, N. S. (2018). Application of an advanced and wide scope non-target screening workflow with LC-ESI-QTOF-MS and chemometrics for the classification of the Greek olive oil varieties. Food Chemistry, 256, 53–61. https://doi.org/10.1016/j.foodchem.2018.02.101</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Bajoub, A. Medina-Rodríguez, S., Gomez-Romero, M., Ajal, E. A., Bagur-Gonzáleza, M. G., Fernández-Gutiérrez, A. et al. (2017). Assessing the varietal origin of extra-virgin olive oil using liquid chromatography fingerprints of phenolic compound, data fusion and chemometrics. Food Chemistry,215, 245–255.https://doi.org/10.1016/j.foodchem.2016.07.140</mixed-citation><mixed-citation xml:lang="en">Bajoub, A., Medina-Rodríguez, S., Gomez-Romero, M., Ajal, E. A., BagurGonzáleza, M. G., Fernández-Gutiérrez, A., et al. (2017). Assessing the varietal origin of extra-virgin olive oil using liquid chromatography fingerprints of phenolic compound, data fusion and chemometrics. Food Chemistry,215, 245–255.https://doi.org/10.1016/j.foodchem.2016.07.140</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
