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 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Food Processing: Techniques and Technology</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Food Processing: Techniques and Technology</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Техника и технология пищевых производств</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="print">2074-9414</issn>
   <issn publication-format="online">2313-1748</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">96595</article-id>
   <article-id pub-id-type="doi">10.21603/2074-9414-2025-1-2559</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>ОРИГИНАЛЬНАЯ СТАТЬЯ</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>ORIGINAL ARTICLE</subject>
    </subj-group>
    <subj-group>
     <subject>ОРИГИНАЛЬНАЯ СТАТЬЯ</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">Composition of Flavorings for Home-Made Alcoholic Beverages</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Исследование состава ароматизаторов для алкогольных напитков домашней выработки</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1156-9644</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Оберенко</surname>
       <given-names>Андрей Витальевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Oberenko</surname>
       <given-names>Andrey Vitalievich</given-names>
      </name>
     </name-alternatives>
     <email>aoberenko@sfu-kras.ru</email>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7162-449X</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Качин</surname>
       <given-names>Сергей Васильевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Kachin</surname>
       <given-names>Sergei V.</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6459-8852</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Сагалаков</surname>
       <given-names>Сергей Андреевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Sagalakov</surname>
       <given-names>Sergey A.</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-3"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0008-2624-6793</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Яковлев</surname>
       <given-names>Артем Дмитриевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Yakovlev</surname>
       <given-names>Artem D.</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-4"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0007-7029-7136</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Козель</surname>
       <given-names>Наталия Анатольевна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Kozel</surname>
       <given-names>Nataliya A.</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-5"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Сибирский федеральный университет</institution>
     <city>Красноярск</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Siberian Federal University</institution>
     <city>Krasnoyarsk</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Сибирский федеральный университет</institution>
     <city>Красноярск</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Siberian Federal University</institution>
     <city>Krasnoyarsk</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-3">
    <aff>
     <institution xml:lang="ru">Сибирский федеральный университет</institution>
     <city>Красноярск</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Siberian Federal University</institution>
     <city>Krasnoyarsk</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-4">
    <aff>
     <institution xml:lang="ru">Федеральный Сибирский научно-клинический центр Федерального медико-биологического агентства России</institution>
     <city>Красноярск</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Federal Siberian Research Clinical Centre, Federal Medical Bio logical Agency of Russia</institution>
     <city>Krasnoyarsk</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-5">
    <aff>
     <institution xml:lang="ru">Сибирский федеральный университет</institution>
     <city>Красноярск</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Siberian Federal University</institution>
     <city>Krasnoyarsk</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2025-03-28T10:13:53+03:00">
    <day>28</day>
    <month>03</month>
    <year>2025</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-03-28T10:13:53+03:00">
    <day>28</day>
    <month>03</month>
    <year>2025</year>
   </pub-date>
   <volume>55</volume>
   <issue>1</issue>
   <fpage>89</fpage>
   <lpage>106</lpage>
   <history>
    <date date-type="received" iso-8601-date="2024-05-02T00:00:00+03:00">
     <day>02</day>
     <month>05</month>
     <year>2024</year>
    </date>
    <date date-type="accepted" iso-8601-date="2024-10-01T00:00:00+03:00">
     <day>01</day>
     <month>10</month>
     <year>2024</year>
    </date>
   </history>
   <self-uri xlink:href="https://fptt.ru/en/issues/23416/23380/">https://fptt.ru/en/issues/23416/23380/</self-uri>
   <abstract xml:lang="ru">
    <p>Ароматизаторы добавляют в процессе промышленного производства алкогольных напитков для создания необходимого аромата и вкуса. Требования к качеству ароматизаторов, их химическому составу, допустимым уровням применения и методам контроля строго регламентированы. Для приготовления алкогольных напитков в домашних условиях рынок предлагает ароматизаторы-имитаторы известных брендов, сведения о составе которых, равно как и о методах контроля качества, практически отсутствуют. Цель исследования – изучить компонентный состав ароматизаторов-имитаторов, а также определить соответствующие процедуры аналитических измерений.&#13;
Объектами исследования послужили ароматизаторы, имитирующие вкусовые профили коньяка, чачи, текилы, бренди, джин-тоника, ликера. Исследование проводили с использованием фурье-спектрометра ФТ-801 (ООО НПФ «СИМЕКС», Россия) с приставкой SIMTEX (Россия) для работы в режиме НПВО, газового хроматографа Кристалл-5000.2 (Хроматэк, Россия) с колонкой TR-5MS (Thermo Fisher Scientific, США) и квадрупольным масс-спектрометрическим детектором ISQ (Thermo Scientific, Германия). Для определения растворителей / носителей в составе ароматизатора 0,050 см3 раствора образца смешивали с 10 см3 метанола. Для определения ароматообразующих веществ растворы образцов предварительно экстрагировали трихлорметаном (хлороформом). ИК-НПВО-спектры обрабатывали с использованием программного обеспечения OMNIC (Version 7.0, Thermo Electron Corp., США), а масс-спектры – NIST MS Search 2.0 (NIST, США).&#13;
В ходе исследования получены данные о компонентном составе ряда ароматизаторов-имитаторов. Установлено, что в качестве растворителей / носителей в ароматизаторах выступают пропиленгликоль, глицерин и триацетин. Вкусо-ароматические показатели исследуемых ароматизаторов определяются относительно небольшим набором из 1–5 веществ, составляющих 70 % и более компонентного состава: в ароматизаторе Коньяк (Elix) – 4-гидрокси-3-метоксибензальдегид (ванилин) – 78,5 %; Чача (Alcotec) – 3,7-диметил-1,6-октадиен-3-ол и метил-2-аминобензоат (94,4 %); Бренди (Alcotec) – ванилин и этиллаурат (81,7 %); Текила (Alcostar) – 3-метил-1-бутанол, этилдеканоат, этиллаурат и ванилин (73,7 %); Джин-тоник (Etol) – фенилметанол, 3,7-диметил-1,6-октадиен-3-ол, (1R)-1-изопропил-4-метил-3-циклогексен-1-ол и 2-(4-метил-3-циклогексен-1-ил)-2-пропанол (83,5 %). В результате перечень и относительное содержание ключевых ароматообразующих веществ ни в одном из исследуемых ароматизаторов не совпадают с сенсорными профилями их натуральных аналогов.&#13;
Сочетание спектроскопий инфракрасной в режиме НПВО и газовой хроматографии с масс-селективным детектированием и последующей математической обработкой полученных данных позволяет получить необходимые сведения о химическом составе ароматизаторов для оценки их вкусовых профилей, пищевой безопасности и подлинности алкогольных напитков.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>Flavorings give commercial alcoholic beverages a recognizable sensory profile. Their quality, chemical composition, acceptable levels, and control methods are standardized by the state. For home-made alcoholic beverages, the market offers a wide range of flavorings that imitate popular brands. However, their composition is seldom labelled, and their quality control methods remain unknown. The research objective was to study the component composition of imitation flavorings in order to develop appropriate analytical measurement protocols.&#13;
The research featured flavorings of different brands that imitate flavor profiles of cognac, chacha, tequila, brandy, gin, and liqueur. It included a FT-801 Fourier spectrometer (SPF SIMEX, Russia) with SIMEX attachment (Russia) for attenuated total internal reflectance, as well as a Crystal-5000.2 gas chromatograph (Russia) with a TR-5MS column and an ISQ quadrupole mass spectrometric detector (Thermo Fisher Scientific, USA). To detect the solvents (carriers), 0.050 cm3 of each sample solution was mixed with 10 cm3 of methanol. To detect the flavoring agent, the sample solutions were pre-extracted with trichloromethane (chloroform). The obtained IR-NIR spectra were processed using the OMNIC software; the mass spectra were processed with NIST MS Search 2.0 (NIST, USA).&#13;
The research revealed the following data on the nature of solvent carriers and flavoring agents. Propylene glycol, glycerol, and triacetin acted as solvents (carriers). As few as 1-5 substances were responsible for the sensory profile, but they made up ≥ 70% of the total composition. The cognac flavoring of the Elix brand contained 4-hydroxy-3-methoxybenzaldehyde (vanillin, 78.5%); the chacha flavor (Alcotec) was provided by 3,7-dimethyl-1,6-octadien-3-ol and methyl-2-aminobenzoate (94.4%); the brandy taste (Alcotec) was imitated by vanillin and ethyl laurate (81.7%); the tequila flavoring (Alcostar) contained 3-methyl-1-butanol, ethyl decanoate, ethyl laurate, and vanillin (73.7%); the gin-tonic flavor (Etol) resulted from a combination of phenylmethanol, 3,7-dimethyl-1,6-octadien-3-ol, (1R)-1-isopropyl-4-methyl-3-cyclohexen-1-ol, and 2-(4-methyl-3-cyclohexen-1-yl)-2-propanol (83.5%). None of the artificial additives had the same flavoring agents in the same relative content as the original drinks.&#13;
In this study, a combination of FTIR-ATR spectrometry and GC-MS spectrometry with subsequent mathematical processing provided comprehensive information on the chemical composition of flavoring agents that could be used to assess their sensory profiles, food safety, and authenticity.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>Алкогольные напитки</kwd>
    <kwd>ароматизатор</kwd>
    <kwd>пищевые добавки</kwd>
    <kwd>ИК-НПВО</kwd>
    <kwd>ГХ-МС</kwd>
    <kwd>хемометрика</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>Alcoholic beverages</kwd>
    <kwd>flavoring agent</kwd>
    <kwd>food additives</kwd>
    <kwd>FTIR-ATR</kwd>
    <kwd>GC-MS</kwd>
    <kwd>chemometrics</kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
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  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">de Castilhos MBM, de Queiroga APG, Sabino LL, dos Santos JR, Santiago UA, et al. Flavor biochemistry of fermented alcoholic beverages. In: Gopi S, Sukumaran NP, Jacob J, Thomas S, editors. Natural Flavours, Fragrances, and Perfumes: Chemistry, Production, and Sensory Approach. Berlin: Wiley-VCH GmbH; 2023, pp. 91–114. https://doi.org/10.1002/9783527824816.ch6</mixed-citation>
     <mixed-citation xml:lang="en">de Castilhos MBM, de Queiroga APG, Sabino LL, dos Santos JR, Santiago UA, et al. Flavor biochemistry of fermented alcoholic beverages. In: Gopi S, Sukumaran NP, Jacob J, Thomas S, editors. Natural Flavours, Fragrances, and Perfumes: Chemistry, Production, and Sensory Approach. Berlin: Wiley-VCH GmbH; 2023, pp. 91–114. https://doi.org/10.1002/9783527824816.ch6</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Wu J, Liu Y, Zhao H, Huang M, Sun Y, et al. Recent advances in the understanding of off-flavors in alcoholic beverages: Generation, regulation, and challenges. Journal of Food Composition and Analysis. 2021;103:104117. https://doi.org/ 10.1016/j.jfca.2021.104117</mixed-citation>
     <mixed-citation xml:lang="en">Wu J, Liu Y, Zhao H, Huang M, Sun Y, et al. Recent advances in the understanding of off-flavors in alcoholic beverages: Generation, regulation, and challenges. Journal of Food Composition and Analysis. 2021;103:104117. https://doi.org/ 10.1016/j.jfca.2021.104117</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Yan Q, Zhang K, Zou W, Hou Y. Three main flavour types of Chinese Baijiu: Characteristics, research, and perspectives. Journal of the Institute of Brewing. 2021;127(4):317–326. https://doi.org/10.1002/jib.669</mixed-citation>
     <mixed-citation xml:lang="en">Yan Q, Zhang K, Zou W, Hou Y. Three main flavour types of Chinese Baijiu: Characteristics, research, and perspectives. Journal of the Institute of Brewing. 2021;127(4):317–326. https://doi.org/10.1002/jib.669</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Daute M, Jack F, Baxter I, Harrison B, Grigor J, et al. Comparison of three approaches to assess the flavour characteristics of scotch whisky spirit. Applied Sciences. 2021;11(4):1410. https://doi.org/10.3390/app11041410</mixed-citation>
     <mixed-citation xml:lang="en">Daute M, Jack F, Baxter I, Harrison B, Grigor J, et al. Comparison of three approaches to assess the flavour characteristics of scotch whisky spirit. Applied Sciences. 2021;11(4):1410. https://doi.org/10.3390/app11041410</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Matthews AC. Beverage flavourings and their applications. In: Ashurst PR, editors. Food Flavourings. Boston: Springer; 1991, pp. 158–184. https://doi.org/10.1007/978-1-4613-0499-9_6</mixed-citation>
     <mixed-citation xml:lang="en">Matthews AC. Beverage flavourings and their applications. In: Ashurst PR, editors. Food Flavourings. Boston: Springer; 1991, pp. 158–184. https://doi.org/10.1007/978-1-4613-0499-9_6</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">der Heijden KV. International food safety handbook: Science, international regulation, and control. NY: Routledge; 2019. 832 p. https://doi.org/10.1201/9780203750346</mixed-citation>
     <mixed-citation xml:lang="en">der Heijden KV. International food safety handbook: Science, international regulation, and control. NY: Routledge; 2019. 832 p. https://doi.org/10.1201/9780203750346</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kamiloglu S. Authenticity and traceability in beverages. Food Chemistry. 2019;277:12–24. https://doi.org/10.1016/ j.foodchem.2018.10.091</mixed-citation>
     <mixed-citation xml:lang="en">Kamiloglu S. Authenticity and traceability in beverages. Food Chemistry. 2019;277:12–24. https://doi.org/10.1016/ j.foodchem.2018.10.091</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Оберенко А. В., Селезнев В. М. Ароматизаторы в составе коньяков, изымаемых из незаконного оборота на территории Красноярского края. Вестник КрасГАУ. 2024. Т. 143. № 2. С. 144–149. https://elibrary.ru/VWNIEO</mixed-citation>
     <mixed-citation xml:lang="en">Oberenko AV, Seleznev VM. The flavors in the composition of cognacs, withdrawn from illegal circulation on the territory of Krasnoyarsk region. The Bulletin of KrasGAU. 2019;143(2):144–149. (In Russ.) https://elibrary.ru/VWNIEO</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Valand R, Tanna S, Lawson G, Bengtström L. A review of fourier transform infrared (FTIR) spectroscopy used in food adulteration and authenticity investigations. Food Additives &amp; Contaminants: Part A. 2020;37(1):19–38. https://doi.org/10.1080/ 19440049.2019.1675909</mixed-citation>
     <mixed-citation xml:lang="en">Valand R, Tanna S, Lawson G, Bengtström L. A review of fourier transform infrared (FTIR) spectroscopy used in food adulteration and authenticity investigations. Food Additives &amp; Contaminants: Part A. 2020;37(1):19–38. https://doi.org/10.1080/ 19440049.2019.1675909</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B10">
    <label>10.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Guillen MD, Manzanos MJ, Zabala L. Study of a commercial liquid smoke flavouring by means of gas chromato- graphy/Mass spectrometry and fourier transform infrared spectroscopy. Journal of Agricultural and Food Chemistry. 1995; 43(2):463–468. https://doi.org/10.1021/jf00050a039</mixed-citation>
     <mixed-citation xml:lang="en">Guillen MD, Manzanos MJ, Zabala L. Study of a commercial liquid smoke flavouring by means of gas chromato- graphy/Mass spectrometry and fourier transform infrared spectroscopy. Journal of Agricultural and Food Chemistry. 1995; 43(2):463–468. https://doi.org/10.1021/jf00050a039</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B11">
    <label>11.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Peng J, Yang Y, Zhou Y, Hocart CH, Zhao H, et al. Headspace solid-phase microextraction coupled to gas chromatography-mass spectrometry with selected ion monitoring for the determination of four food flavouring compounds and its application in identifying artificially scented rice. Food Chemistry. 2020;313:126136. https://doi.org/10.1016/j.foodchem. 2019.126136</mixed-citation>
     <mixed-citation xml:lang="en">Peng J, Yang Y, Zhou Y, Hocart CH, Zhao H, et al. Headspace solid-phase microextraction coupled to gas chromatography-mass spectrometry with selected ion monitoring for the determination of four food flavouring compounds and its application in identifying artificially scented rice. Food Chemistry. 2020;313:126136. https://doi.org/10.1016/j.foodchem. 2019.126136</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B12">
    <label>12.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Rusli NS, Embong Z, Muhammad N, Wahab AA, Jafery KM, et al. Attenuated total reflectance – Fourier transform infrared (ATR-FTIR) spectroscopy analysis for O-H, C-H and C-O functional group in major carrier solvents of raw e-cigarette liquids (PG and VG). AIP Conference Proceedings. 2022;2454(1):030013. https://doi.org/10.1063/5.0078540</mixed-citation>
     <mixed-citation xml:lang="en">Rusli NS, Embong Z, Muhammad N, Wahab AA, Jafery KM, et al. Attenuated total reflectance – Fourier transform infrared (ATR-FTIR) spectroscopy analysis for O-H, C-H and C-O functional group in major carrier solvents of raw e-cigarette liquids (PG and VG). AIP Conference Proceedings. 2022;2454(1):030013. https://doi.org/10.1063/5.0078540</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B13">
    <label>13.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gemma G, Cucinotta L, Rotondo A, Donato P, Mondello L, et al. Expanding the knowledge related to flavors and fragrances by means of three-dimensional preparative gas chromatography and molecular spectroscopy. Separations. 2022;9(8): 202. https://doi.org/10.3390/separations9080202</mixed-citation>
     <mixed-citation xml:lang="en">Gemma G, Cucinotta L, Rotondo A, Donato P, Mondello L, et al. Expanding the knowledge related to flavors and fragrances by means of three-dimensional preparative gas chromatography and molecular spectroscopy. Separations. 2022;9(8): 202. https://doi.org/10.3390/separations9080202</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B14">
    <label>14.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Hong JM, Kim TW, Lee SJ. Sensory and volatile profiles of Korean commercially distilled soju using descriptive analysis and HS-SPME-GC-MS. Foods. 2020;9(9):1330. https://doi.org/10.3390/foods9091330</mixed-citation>
     <mixed-citation xml:lang="en">Hong JM, Kim TW, Lee SJ. Sensory and volatile profiles of Korean commercially distilled soju using descriptive analysis and HS-SPME-GC-MS. Foods. 2020;9(9):1330. https://doi.org/10.3390/foods9091330</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B15">
    <label>15.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kang H-R, Hwang H-J, Lee JE, Kim HR. Quantitative analysis of volatile flavor components in Korean alcoholic beverage and Japanese sake using SPME-GC-MS. Food science and biotechnology. 2016;25:979–985. https://doi.org/10.1007/ s10068-016-0159-7</mixed-citation>
     <mixed-citation xml:lang="en">Kang H-R, Hwang H-J, Lee JE, Kim HR. Quantitative analysis of volatile flavor components in Korean alcoholic beverage and Japanese sake using SPME-GC-MS. Food science and biotechnology. 2016;25:979–985. https://doi.org/10.1007/ s10068-016-0159-7</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B16">
    <label>16.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Ma L, Gao W, Chen F, Meng Q. HS-SPME and SDE combined with GC–MS and GC–O for characterization of flavor compounds in Zhizhonghe Wujiapi medicinal liquor. Food Research International. 2020;137:109590. https://doi.org/ 10.1016/j.foodres.2020.109590</mixed-citation>
     <mixed-citation xml:lang="en">Ma L, Gao W, Chen F, Meng Q. HS-SPME and SDE combined with GC–MS and GC–O for characterization of flavor compounds in Zhizhonghe Wujiapi medicinal liquor. Food Research International. 2020;137:109590. https://doi.org/ 10.1016/j.foodres.2020.109590</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B17">
    <label>17.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Muñoz-Redondo JM, Valcárcel-Muñoz MJ, Solana RR, Puertas B, Cantos-Villar E, et al. Development of a methodology based on headspace solid-phase microextraction coupled to gas chromatography-mass spectrometry for the analysis of esters in brandies. Journal of Food Composition and Analysis. 2022;108:104458. https://doi.org/10.1016/j.jfca.2022.104458</mixed-citation>
     <mixed-citation xml:lang="en">Muñoz-Redondo JM, Valcárcel-Muñoz MJ, Solana RR, Puertas B, Cantos-Villar E, et al. Development of a methodology based on headspace solid-phase microextraction coupled to gas chromatography-mass spectrometry for the analysis of esters in brandies. Journal of Food Composition and Analysis. 2022;108:104458. https://doi.org/10.1016/j.jfca.2022.104458</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B18">
    <label>18.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Tarhan İ, Bakır MR, Kalkan O, Yöntem M, Kara H. Rapid determination of adulteration of clove essential oil with benzyl alcohol and ethyl acetate: Towards quality control analysis by FTIR with chemometrics. Vibrational Spectroscopy. 2022;118:103339. https://doi.org/10.1016/j.vibspec.2022.103339</mixed-citation>
     <mixed-citation xml:lang="en">Tarhan İ, Bakır MR, Kalkan O, Yöntem M, Kara H. Rapid determination of adulteration of clove essential oil with benzyl alcohol and ethyl acetate: Towards quality control analysis by FTIR with chemometrics. Vibrational Spectroscopy. 2022;118:103339. https://doi.org/10.1016/j.vibspec.2022.103339</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B19">
    <label>19.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Xia Y, Liu Y, Wang J, Shuang Q. Assessment of key aroma compounds in fresh jujube brandy by GC-O-MS and odor activity value. Journal of Food Processing and Preservation. 2020;44(7):e14494. https://doi.org/10.1111/jfpp.14494</mixed-citation>
     <mixed-citation xml:lang="en">Xia Y, Liu Y, Wang J, Shuang Q. Assessment of key aroma compounds in fresh jujube brandy by GC-O-MS and odor activity value. Journal of Food Processing and Preservation. 2020;44(7):e14494. https://doi.org/10.1111/jfpp.14494</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B20">
    <label>20.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gao Y, Li X-Y, Wang Q-L, Li Z-H, Chi S-X, et al. Quantification of crucial odorants dominating the characteristic flavor of beer by FTIR combined with machine learning approaches. SSRN. 2023. http://dx.doi.org/10.2139/ssrn.4463417</mixed-citation>
     <mixed-citation xml:lang="en">Gao Y, Li X-Y, Wang Q-L, Li Z-H, Chi S-X, et al. Quantification of crucial odorants dominating the characteristic flavor of beer by FTIR combined with machine learning approaches. SSRN. 2023. http://dx.doi.org/10.2139/ssrn.4463417</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B21">
    <label>21.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Deconinck E, Bothy JL, Barhdadi S, Courselle P. Discriminating nicotine and non-nicotine containing e-liquids using infrared spectroscopy. Journal of Pharmaceutical and Biomedical Analysis. 2016;120:333–341. https://doi.org/10.1016/ j.jpba.2015.12.054</mixed-citation>
     <mixed-citation xml:lang="en">Deconinck E, Bothy JL, Barhdadi S, Courselle P. Discriminating nicotine and non-nicotine containing e-liquids using infrared spectroscopy. Journal of Pharmaceutical and Biomedical Analysis. 2016;120:333–341. https://doi.org/10.1016/ j.jpba.2015.12.054</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B22">
    <label>22.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Wang F, Shao C, Chen Q, Meng T, Li C. Application on sensory prediction of Chinese Moutai-flavour liquor based on ATR-FTIR. E3S Web of Conferences. 2019;79:03001. https://doi.org/10.1051/e3sconf/20197903001</mixed-citation>
     <mixed-citation xml:lang="en">Wang F, Shao C, Chen Q, Meng T, Li C. Application on sensory prediction of Chinese Moutai-flavour liquor based on ATR-FTIR. E3S Web of Conferences. 2019;79:03001. https://doi.org/10.1051/e3sconf/20197903001</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B23">
    <label>23.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Akhtar Z, Barhdadi S, de Braekeleer K, Delporte C, Adams E, et al. Spectroscopy and chemometrics for conformity analysis of e-liquids: Illegal additive detection and nicotine characterization. Chemosensors. 2024;12(1):9. https://doi.org/10.3390/ chemosensors12010009</mixed-citation>
     <mixed-citation xml:lang="en">Akhtar Z, Barhdadi S, de Braekeleer K, Delporte C, Adams E, et al. Spectroscopy and chemometrics for conformity analysis of e-liquids: Illegal additive detection and nicotine characterization. Chemosensors. 2024;12(1):9. https://doi.org/10.3390/ chemosensors12010009</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B24">
    <label>24.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Belchior V, Botelho BG, Oliveira LS, Franca AS. Attenuated total reflectance fourier transform spectroscopy (ATR-FTIR) and chemometrics for discrimination of espresso coffees with different sensory characteristics. Food Chemistry. 2019;273:178–185. https://doi.org/10.1016/j.foodchem.2017.12.026</mixed-citation>
     <mixed-citation xml:lang="en">Belchior V, Botelho BG, Oliveira LS, Franca AS. Attenuated total reflectance fourier transform spectroscopy (ATR-FTIR) and chemometrics for discrimination of espresso coffees with different sensory characteristics. Food Chemistry. 2019;273:178–185. https://doi.org/10.1016/j.foodchem.2017.12.026</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B25">
    <label>25.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Mondragón-Cortezl PM, Herrera-López EJ, Arriola-Guevara E, Guatemala-Morales GM. Application of fourier transform infrared spectroscopy (FTIR) in combination with attenuated total reflection (ATR) for rapid analysis of the tequila production process. Revista Mexicana de Ingeniería Química. 2022;21(3):1–11. https://doi.org/10.24275/rmiq/Alim2806</mixed-citation>
     <mixed-citation xml:lang="en">Mondragón-Cortezl PM, Herrera-López EJ, Arriola-Guevara E, Guatemala-Morales GM. Application of fourier transform infrared spectroscopy (FTIR) in combination with attenuated total reflection (ATR) for rapid analysis of the tequila production process. Revista Mexicana de Ingeniería Química. 2022;21(3):1–11. https://doi.org/10.24275/rmiq/Alim2806</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B26">
    <label>26.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Rebiai A, Hemmami H, Zeghoud S, Seghir BB, Kouadri I, et al. Current application of chemometrics analysis in authentication of natural products: A review. Combinatorial Chemistry &amp; High Throughput Screening. 2022;25(6):945–972. https://doi.org/10.2174/1386207324666210309102239</mixed-citation>
     <mixed-citation xml:lang="en">Rebiai A, Hemmami H, Zeghoud S, Seghir BB, Kouadri I, et al. Current application of chemometrics analysis in authentication of natural products: A review. Combinatorial Chemistry &amp; High Throughput Screening. 2022;25(6):945–972. https://doi.org/10.2174/1386207324666210309102239</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B27">
    <label>27.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Randriamihamison N, Vialaneix N, Neuvial P. Applicability and interpretability of Ward’s hierarchical agglomerative clustering with or without contiguity constraints. Journal of Classification. 2021;38:363–389. https://doi.org/10.1007/s00357- 020-09377-y</mixed-citation>
     <mixed-citation xml:lang="en">Randriamihamison N, Vialaneix N, Neuvial P. Applicability and interpretability of Ward’s hierarchical agglomerative clustering with or without contiguity constraints. Journal of Classification. 2021;38:363–389. https://doi.org/10.1007/s00357- 020-09377-y</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B28">
    <label>28.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Li Y, Li Q, Zhang B, Shen C, Xu Y, et al. Identification, quantitation and sensorial contribution of lactones in brandies between China and France. Food Chemistry. 2021;357:129761. https://doi.org/10.1016/j.foodchem.2021.129761</mixed-citation>
     <mixed-citation xml:lang="en">Li Y, Li Q, Zhang B, Shen C, Xu Y, et al. Identification, quantitation and sensorial contribution of lactones in brandies between China and France. Food Chemistry. 2021;357:129761. https://doi.org/10.1016/j.foodchem.2021.129761</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B29">
    <label>29.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Thibaud F, Courregelongue M, Darriet P. Contribution of volatile odorous terpenoid compounds to aged cognac spirits aroma in a context of multicomponent odor mixtures. Journal of Agricultural and Food Chemistry. 2020;68(47):13310–13318. https://doi.org/10.1021/acs.jafc.9b06656</mixed-citation>
     <mixed-citation xml:lang="en">Thibaud F, Courregelongue M, Darriet P. Contribution of volatile odorous terpenoid compounds to aged cognac spirits aroma in a context of multicomponent odor mixtures. Journal of Agricultural and Food Chemistry. 2020;68(47):13310–13318. https://doi.org/10.1021/acs.jafc.9b06656</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B30">
    <label>30.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Nie X, Liu K, Zhang Y, Wang Z, Meng C, et al. Effects of oak chips on quality and flavor of persimmon brandy: A comprehensive analysis of volatile and non-volatile compounds. LWT. 2023;183:114915. https://doi.org/10.1016/j.lwt.2023.114915</mixed-citation>
     <mixed-citation xml:lang="en">Nie X, Liu K, Zhang Y, Wang Z, Meng C, et al. Effects of oak chips on quality and flavor of persimmon brandy: A comprehensive analysis of volatile and non-volatile compounds. LWT. 2023;183:114915. https://doi.org/10.1016/j.lwt.2023.114915</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B31">
    <label>31.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Crowell EA, Guymon JF. Studies of caprylic, capric, lauric, and other free fatty acids in brandies by gas chromatography. American Journal of Enology and Viticulture. 1969;20(3):155–163. https://doi.org/10.5344/ajev.1969.20.3.155</mixed-citation>
     <mixed-citation xml:lang="en">Crowell EA, Guymon JF. Studies of caprylic, capric, lauric, and other free fatty acids in brandies by gas chromatography. American Journal of Enology and Viticulture. 1969;20(3):155–163. https://doi.org/10.5344/ajev.1969.20.3.155</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B32">
    <label>32.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Eliseev MN, Gribkova IN, Kosareva OA, Alexeyeva OM. Effect of organic compounds on cognac sensory profile. Foods and Raw Materials. 2021;9(2):244–253. http://doi.org/10.21603/2308-4057-2021-2-244-253</mixed-citation>
     <mixed-citation xml:lang="en">Eliseev MN, Gribkova IN, Kosareva OA, Alexeyeva OM. Effect of organic compounds on cognac sensory profile. Foods and Raw Materials. 2021;9(2):244–253. http://doi.org/10.21603/2308-4057-2021-2-244-253</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B33">
    <label>33.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Ma Y, Li Y, Zhang B, Shen C, Yu L, et al. Chemosensory characteristics of brandies from Chinese core production area and first insights into their differences from cognac. Foods. 2023;13(1):27. https://doi.org/10.3390/foods13010027</mixed-citation>
     <mixed-citation xml:lang="en">Ma Y, Li Y, Zhang B, Shen C, Yu L, et al. Chemosensory characteristics of brandies from Chinese core production area and first insights into their differences from cognac. Foods. 2023;13(1):27. https://doi.org/10.3390/foods13010027</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B34">
    <label>34.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Li S, Yang H, Tian H, Zou J, Li J. Correlation analysis of the age of brandy and volatiles in brandy by gas chromatography-mass spectrometry and gas chromatography-ion mobility spectrometry. Microchemical Journal. 2020;157:104948. https://doi.org/10.1016/j.microc.2020.104948</mixed-citation>
     <mixed-citation xml:lang="en">Li S, Yang H, Tian H, Zou J, Li J. Correlation analysis of the age of brandy and volatiles in brandy by gas chromatography-mass spectrometry and gas chromatography-ion mobility spectrometry. Microchemical Journal. 2020;157:104948. https://doi.org/10.1016/j.microc.2020.104948</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B35">
    <label>35.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kelly TJ, O’Connor C, Kilcawley KN. Sources of volatile aromatic congeners in whiskey. Beverages. 2023;9(3):64. https://doi.org/10.3390/beverages9030064</mixed-citation>
     <mixed-citation xml:lang="en">Kelly TJ, O’Connor C, Kilcawley KN. Sources of volatile aromatic congeners in whiskey. Beverages. 2023;9(3):64. https://doi.org/10.3390/beverages9030064</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B36">
    <label>36.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Warren-Vega WM, Rocio FA, González-Gutiérrez LV, Carrasco-Marin F, Zarate-Guzmán AI, et al. Chemical characterization of tequila maturation process and their connection with the physicochemical properties of the cask. Journal of Food Composition and Analysis. 2021;98:103804. https://doi.org/10.1016/j.jfca.2021.103804</mixed-citation>
     <mixed-citation xml:lang="en">Warren-Vega WM, Rocio FA, González-Gutiérrez LV, Carrasco-Marin F, Zarate-Guzmán AI, et al. Chemical characterization of tequila maturation process and their connection with the physicochemical properties of the cask. Journal of Food Composition and Analysis. 2021;98:103804. https://doi.org/10.1016/j.jfca.2021.103804</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B37">
    <label>37.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Wang L, Chen S, Xu Y. Distilled beverage aging: A review on aroma characteristics, maturation mechanisms, and artificial aging techniques. Comprehensive Reviews in Food Science and Food Safety. 2023;22(1):502–534. https://doi.org/ 10.1111/1541-4337.13080</mixed-citation>
     <mixed-citation xml:lang="en">Wang L, Chen S, Xu Y. Distilled beverage aging: A review on aroma characteristics, maturation mechanisms, and artificial aging techniques. Comprehensive Reviews in Food Science and Food Safety. 2023;22(1):502–534. https://doi.org/ 10.1111/1541-4337.13080</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
