<?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="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">gastro-j</journal-id><journal-title-group><journal-title xml:lang="ru">Российский журнал гастроэнтерологии, гепатологии, колопроктологии</journal-title><trans-title-group xml:lang="en"><trans-title>Russian Journal of Gastroenterology, Hepatology, Coloproctology</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1382-4376</issn><issn pub-type="epub">2658-6673</issn><publisher><publisher-name>«Gastro» LLC</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.22416/1382-4376-2022-32-1-46-52</article-id><article-id custom-type="elpub" pub-id-type="custom">gastro-j-720</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>НАЦИОНАЛЬНАЯ ШКОЛА ГАСТРОЭНТЕРОЛОГОВ, ГЕПАТОЛОГОВ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>NATIONAL COLLEGE OF GASTROENTEROLOGISTS, HEPATOLOGISTS</subject></subj-group></article-categories><title-group><article-title>Метаболомные профили как новое понимание процессов болезни</article-title><trans-title-group xml:lang="en"><trans-title>Metabolomic profiles as a new understanding of disease processes</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6701-789X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Зольникова</surname><given-names>О. Ю.</given-names></name><name name-style="western" xml:lang="en"><surname>Zolnikova</surname><given-names>O. Yu.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Зольникова Оксана Юрьевна — доктор медицинских наук, доцент кафедры пропедевтики внутренних болезней, гастроэнтерологии и гепатологии.</p><p>119435, Москва, ул. Погодинская, д. 1, стр. 1.</p></bio><bio xml:lang="en"><p>Oxana Yu. Zolnikova — Dr.  Sci.  (Med.),  Associate Prof., Department of Propaedeutics of Internal Diseases, Gastroenterology and Hepatology, I.M. Sechenov First Moscow State Medical University (Sechenov University).</p><p>119435, Moscow, Pogodinskaya str., 1, bld. 1.</p></bio><email xlink:type="simple">zolnikova_o_yu@staff.sechenov.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/0000-0001-9276-6924</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Решетова</surname><given-names>М. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Reshetova</surname><given-names>M. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Решетова Мария Сергеевна — аспирант кафедры пропедевтики внутренних болезней, гастроэнтерологии и гепатологии.</p><p>119435, Москва, ул. Погодинская, д. 1, стр. 1.</p></bio><bio xml:lang="en"><p>Maria S. Reshetova — graduate student, Department of Propaedeutics of Internal Diseases, Gastroenterology and Hepatology, I.M. Sechenov First Moscow State Medical University (Sechenov University).</p><p>119435, Moscow, Pogodinskaya str., 1, bld. 1.</p></bio><email xlink:type="simple">maria.reshetova@icloud.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7157-6627</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Иванова</surname><given-names>М. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Ivanova</surname><given-names>M. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Иванова Марина Николаевна — аспирант кафедры пропедевтики внутренних болезней, гастроэнтерологии и гепатологии.</p><p>119435, Москва, ул. Погодинская, д. 1, стр. 1.</p></bio><bio xml:lang="en"><p>Marina N. Ivanova — graduate student, Department of Propaedeutics of Internal Diseases, Gastroenterology and Hepatology, I.M. Sechenov First Moscow State Medical University (Sechenov University).</p><p>119435, Moscow, Pogodinskaya str., 1, bld. 1.</p></bio><email xlink:type="simple">schtern93@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/0000-0002-6815-6015</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ивашкин</surname><given-names>В. Т.</given-names></name><name name-style="western" xml:lang="en"><surname>Ivashkin</surname><given-names>V. T.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Ивашкин Владимир Трофимович — доктор медицинских наук, профессор, академик РАН, заведующий кафедрой пропедевтики   внутренних   болезней,    гастроэнтерологии и гепатологии.</p><p>119435, Москва, ул. Погодинская, д. 1, стр. 1.</p></bio><bio xml:lang="en"><p>Vladimir T. Ivashkin — Dr. Sci. (Med.), RAS Academician, Prof., Department Head, Department of Propaedeutics of Internal Diseases, Gastroenterology and Hepatology, I.M. Sechenov First Moscow State Medical University (Sechenov University).</p><p>119435, Moscow, Pogodinskaya str., 1, bld. 1.</p></bio><email xlink:type="simple">ivashkin_v_t@staff.sechenov.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Первый Московский государственный медицинский университет им. И.М. Сеченова (Сеченовский Университет) Министерства здравоохранения Российской Федерации</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Sechenov First Moscow State University (Sechenov University)</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>24</day><month>05</month><year>2022</year></pub-date><volume>32</volume><issue>1</issue><fpage>46</fpage><lpage>52</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Зольникова О.Ю., Решетова М.С., Иванова М.Н., Ивашкин В.Т., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Зольникова О.Ю., Решетова М.С., Иванова М.Н., Ивашкин В.Т.</copyright-holder><copyright-holder xml:lang="en">Zolnikova O.Y., Reshetova M.S., Ivanova M.N., Ivashkin V.T.</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.gastro-j.ru/jour/article/view/720">https://www.gastro-j.ru/jour/article/view/720</self-uri><abstract><sec><title>Цель обзора</title><p>Цель обзора: представить информацию о возможностях применения метаболомного профилирования для выявления биомаркеров различных заболеваний внутренних органов.</p></sec><sec><title>Основные положения</title><p>Основные положения. Новое диагностическое направление связано с высокочувствительным спектральным анализом молекул-биомаркеров. В обзоре литературы обсуждаются некоторые из последних достижений с акцентом на применение метаболомики для выявления основных метаболомных изменений при различных заболеваниях. Обсуждается возможность поиска диагностических маркеров при заболеваниях желудочно-кишечного тракта, респираторной и сердечно-сосудистой систем, в онкологии, эндокринологии, неврологии. Эти результаты определяют и новые потенциальные терапевтические стратегии, делая метаболомику полезной для широкого круга биомедицинских и фармацевтических исследований.</p></sec><sec><title>Заключение</title><p>Заключение. Новые данные об изменении метаболомного профиля при разных нозологических формах помогут улучшить понимание патогенеза заболеваний. И разработать новые терапевтические подходы в лечении, учитывая данные индивидуальных характеристик пациента, выявляемые с помощью актуальных молекулярных технологий. Результаты метаболомных исследований могут быть применимы и в качестве мониторинга результатов лечения.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>Aim</title><p>Aim. This review will demonstrate possibilities of using metabolomic profiling to identify biomarkers of various internal organs diseases.</p></sec><sec><title>Key points</title><p>Key points. A new diagnostic direction is associated with high-sensitive spectral analysis of biomarker molecules. This review will discuss some of the latest advances with an emphasis on the use of metabolomics to identify major metabolic changes in various diseases. The possibility of finding diagnostic markers in diseases of the gastrointestinal tract, respiratory and cardiovascular systems, in oncology, endocrinology, neurology are discussed. These results define new potential therapeutic strategies, making metabolomics useful for a wide range of biomedical and pharmaceutical research.</p></sec><sec><title>Conclusion</title><p>Conclusion. Metabolomic profile changes in different types of diseases will help to improve understanding of the pathogenesis. New therapeutic approaches may be developed. They will take into account individual characteristics of the patient, identified by using current molecular technologies. The results of metabolomic studies can be used to monitor treatment outcomes.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>метаболиты</kwd><kwd>метаболомное профилирование</kwd><kwd>биомаркеры</kwd><kwd>масс-спектрометрия</kwd><kwd>жидкостная хроматография</kwd><kwd>мониторинг лечения</kwd></kwd-group><kwd-group xml:lang="en"><kwd>metabolites</kwd><kwd>metabolomic profiling</kwd><kwd>biomarkers</kwd><kwd>massspectrometry</kwd><kwd>liquid chromatography</kwd><kwd>treatment monitoring</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Wishart D. Emerging applications of metabolomics in drug discovery and precision medicine Nat Rev Drug Discov. 2016;15(7):473–84. DOI: 10.1038/nrd.2016.32</mixed-citation><mixed-citation xml:lang="en">Wishart D. Emerging applications of metabolomics in drug discovery and precision medicine Nat Rev Drug Discov. 2016;15(7):473–84. DOI: 10.1038/nrd.2016.32</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">van de Velde B., Guillarme D., Kohler I. Supercritical fluid chromatography — Mass spectrometry in metabolomics: Past, present, and future perspectives. J Chromatogr B Analyt Technol Biomed Life Sci. 2020;1161:122444. DOI: 10.1016/j.jchromb.2020.122444</mixed-citation><mixed-citation xml:lang="en">van de Velde B., Guillarme D., Kohler I. Supercritical fluid chromatography — Mass spectrometry in metabolomics: Past, present, and future perspectives. J Chromatogr B Analyt Technol Biomed Life Sci. 2020;1161:122444. DOI: 10.1016/j.jchromb.2020.122444</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Kelly R.S., Kelly M.P., Kelly P.Т. Metabolomics, physical activity, exercise and health: A review of the current evidence. Biochim Biophys Acta Mol Basis Dis. 2020;1866(12):165936. DOI: 10.1016/j.bbadis.2020.165936</mixed-citation><mixed-citation xml:lang="en">Kelly R.S., Kelly M.P., Kelly P.Т. Metabolomics, physical activity, exercise and health: A review of the current evidence. Biochim Biophys Acta Mol Basis Dis. 2020;1866(12):165936. DOI: 10.1016/j.bbadis.2020.165936</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Ghosh T., Philtron D., Zhang W., Kechris K., Ghosh D. Reproducibility of mass spectrometry based metabolomics data. BMC Bioinformatics. 2021;22(1):423. DOI: 10.1186/s12859-021-04336-9</mixed-citation><mixed-citation xml:lang="en">Ghosh T., Philtron D., Zhang W., Kechris K., Ghosh D. Reproducibility of mass spectrometry based metabolomics data. BMC Bioinformatics. 2021;22(1):423. DOI: 10.1186/s12859-021-04336-9</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Kondoh H., Kameda M., Yanagida M. Whole Blood Metabolomics in Aging Research. Int J Mol Sci. 2020;22(1):175. DOI: 10.3390/ijms22010175</mixed-citation><mixed-citation xml:lang="en">Kondoh H., Kameda M., Yanagida M. Whole Blood Metabolomics in Aging Research. Int J Mol Sci. 2020;22(1):175. DOI: 10.3390/ijms22010175</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Ma C., Tian B., Wang J., Yang G., Pan C., Lu J. Metabolic characteristics of acute necrotizing pancreatitis and chronic pancreatitis. Mol Med Rep. 2012;6(1):57–62. DOI: 10.3892/mmr.2012.881</mixed-citation><mixed-citation xml:lang="en">Ma C., Tian B., Wang J., Yang G., Pan C., Lu J. Metabolic characteristics of acute necrotizing pancreatitis and chronic pancreatitis. Mol Med Rep. 2012;6(1):57–62. DOI: 10.3892/mmr.2012.881</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Díaz C., Jiménez-Luna C., Diéguez-Castillo C. Untargeted metabolomics for the diagnosis of exocrine pancreatic insufficiency in chronic pancreatitis. Med. 2021;57(9):1–9. DOI: 10.3390/medicina57090876</mixed-citation><mixed-citation xml:lang="en">Díaz C., Jiménez-Luna C., Diéguez-Castillo C. Untargeted metabolomics for the diagnosis of exocrine pancreatic insufficiency in chronic pancreatitis. Med. 2021;57(9):1–9. DOI: 10.3390/medicina57090876</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Franzosa E.A., Sirota-Madi A., Avila-Pacheco J. Gut microbiome structure and metabolic activity in inflammatory bowel disease. Nat Microbiol. 2019;4(2):293–305. DOI: 10.1038/s41564-018-0306-4</mixed-citation><mixed-citation xml:lang="en">Franzosa E.A., Sirota-Madi A., Avila-Pacheco J. Gut microbiome structure and metabolic activity in inflammatory bowel disease. Nat Microbiol. 2019;4(2):293–305. DOI: 10.1038/s41564-018-0306-4</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Gallagher K., Catesson A., Griffin J., Holmes E., Williams H. Metabolomic Analysis in Inflammatory Bowel Disease: A Systematic Review. 2021;15(5):813–26. DOI: 10.1093/ecco-jcc/jjaa227</mixed-citation><mixed-citation xml:lang="en">Gallagher K., Catesson A., Griffin J., Holmes E., Williams H. Metabolomic Analysis in Inflammatory Bowel Disease: A Systematic Review. 2021;15(5):813–26. DOI: 10.1093/ecco-jcc/jjaa227</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Ситкин С.И., Ткаченко Е.И., Вахитов Т.Я., Орешко Л.С., Жигалова Т.Н., Авалуева Е.Б. Метаболом сыворотки крови и микробиота кишечника при язвенном колите и целиакии. Вестник Северо-западного государственного медицинского университета имени И.И. Мечникова. 2014;3:12–23.</mixed-citation><mixed-citation xml:lang="en">Sitkin S.I., Tkachenko E.I., Vakhitov T.Ya., Oreshko L.S., Zhigalova T.N., Avalueva E.B. Serum metabolome and intestinal microbiota in ulcerative colitis and celiac disease. Bulletin of the North-Western State Medical University named after I.I. Mechnikov. 2014;3:12–23 (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Masarone M., Troisi J., Aglitti A., Torre P., Colucci A., Dallio M. Untargeted metabolomics as a diagnostic tool in NAFLD: discrimination of steatosis, steatohepatitis and cirrhosis. Metabolomics. 2021;17(2):12. DOI: 10.1007/s11306-020-01756-1</mixed-citation><mixed-citation xml:lang="en">Masarone M., Troisi J., Aglitti A., Torre P., Colucci A., Dallio M. Untargeted metabolomics as a diagnostic tool in NAFLD: discrimination of steatosis, steatohepatitis and cirrhosis. Metabolomics. 2021;17(2):12. DOI: 10.1007/s11306-020-01756-1</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Nimer N., Choucair I., Wang Z., Nemet I., Li L., Gukasyan J. Bile acids profile, histopathological indices and genetic variants for non-alcoholic fatty liver disease progression. Metabolism. 2020; 116:154457. DOI: 10.1016/j.metabol.2020.154457</mixed-citation><mixed-citation xml:lang="en">Nimer N., Choucair I., Wang Z., Nemet I., Li L., Gukasyan J. Bile acids profile, histopathological indices and genetic variants for non-alcoholic fatty liver disease progression. Metabolism. 2020; 116:154457. DOI: 10.1016/j.metabol.2020.154457</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Анохина Т.Н., Анаев Э.Х., Чучалин А.Г., Ревельский А.И., Родионов А.А., Ревельский И.А. и др. Метаболомный подход в диагностике бронхиальной астмы и хронической обструктивной болезни легких. Российский биомедицинский журнал. 2011;4:1266–77.</mixed-citation><mixed-citation xml:lang="en">Anokhina T.N., Anaev E.Kh., Chuchalin A.G., Revelsky A.I., Rodionov A.A., Revelsky I.A., et al. Metabolomic approach in the diadnosis of astma and COPD. Russian Biomedical Journal. 2011;4:1266–77 (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Bowerman K., Rehman S., Vaughan A., Lachner N., Budden K. Disease-associated gut microbiome and metabolome changes in patients with chronic obstructive pulmonary disease. Nat Commun. 2020;11(1):5886. DOI: 10.1038/s41467-020-19701-0</mixed-citation><mixed-citation xml:lang="en">Bowerman K., Rehman S., Vaughan A., Lachner N., Budden K. Disease-associated gut microbiome and metabolome changes in patients with chronic obstructive pulmonary disease. Nat Commun. 2020;11(1):5886. DOI: 10.1038/s41467-020-19701-0</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Zhu Т., Li S., Wang J., Liu Ch, Gao L., Zeng Yu., et al. Induced sputum metabolomic profiles and oxidative stress are associated with chronic obstructive pulmonary disease (COPD) severity: potential use for predictive, preventive, and personalized medicine. EPMA J. 2020;11(4):645–59. DOI: 10.1007/s13167-020-00227-w</mixed-citation><mixed-citation xml:lang="en">Zhu Т., Li S., Wang J., Liu Ch, Gao L., Zeng Yu., et al. Induced sputum metabolomic profiles and oxidative stress are associated with chronic obstructive pulmonary disease (COPD) severity: potential use for predictive, preventive, and personalized medicine. EPMA J. 2020;11(4):645–59. DOI: 10.1007/s13167-020-00227-w</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Albornoz A., Alarcon P., Morales N., Uberti B., Henriquez C., Manosalva C., et al. Metabolomics analysis of bronchoalveolar lavage fluid samples in horses with naturally-occurring asthma and experimentally-induced airway inflammation. Res Vet Sci. 2020;133:276–82. DOI: 10.1016/j.rvsc.2020.09.033</mixed-citation><mixed-citation xml:lang="en">Albornoz A., Alarcon P., Morales N., Uberti B., Henriquez C., Manosalva C., et al. Metabolomics analysis of bronchoalveolar lavage fluid samples in horses with naturally-occurring asthma and experimentally-induced airway inflammation. Res Vet Sci. 2020;133:276–82. DOI: 10.1016/j.rvsc.2020.09.033</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Villaseñor A., Eguiluz-Gracia I., Moreira A., Wheelock C.E., Escribese M.M. Metabolomics in the Identification of Biomarkers of Asthma. Metabolites. 2021;11(6):346. DOI: 10.3390/metabo11060346</mixed-citation><mixed-citation xml:lang="en">Villaseñor A., Eguiluz-Gracia I., Moreira A., Wheelock C.E., Escribese M.M. Metabolomics in the Identification of Biomarkers of Asthma. Metabolites. 2021;11(6):346. DOI: 10.3390/metabo11060346</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Lee-Sarwar K.A., Kelly R.S., Lasky-Su J., Zeiger R.S., O’Connor G.T., Sandel M.T., et al. Integrative analysis of the intestinal metabolome of childhood asthma. J Allergy Clin Immunol. 2019;144(2):442–54. DOI: 10.1016/j.jaci.2019.02.032</mixed-citation><mixed-citation xml:lang="en">Lee-Sarwar K.A., Kelly R.S., Lasky-Su J., Zeiger R.S., O’Connor G.T., Sandel M.T., et al. Integrative analysis of the intestinal metabolome of childhood asthma. J Allergy Clin Immunol. 2019;144(2):442–54. DOI: 10.1016/j.jaci.2019.02.032</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Ivashkin V., Zolnikova O., Potskherashvili N., Trukhmanov A., Kokina N., Dzhakhaya N., et al. A metabolic activity of the intestinal microflora in patients with bronchial asthma. Clinics and Practice. 2019;9:1126. DOI: 10.4081/cp.2019.1126</mixed-citation><mixed-citation xml:lang="en">Ivashkin V., Zolnikova O., Potskherashvili N., Trukhmanov A., Kokina N., Dzhakhaya N., et al. A metabolic activity of the intestinal microflora in patients with bronchial asthma. Clinics and Practice. 2019;9:1126. DOI: 10.4081/cp.2019.1126</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Xu S., Panettieri R., Jude J. Metabolomics in asthma: A platform for discovery. Mol Aspects Med. 2021;3:100990. DOI: 10.1016/j.mam.2021.100990</mixed-citation><mixed-citation xml:lang="en">Xu S., Panettieri R., Jude J. Metabolomics in asthma: A platform for discovery. Mol Aspects Med. 2021;3:100990. DOI: 10.1016/j.mam.2021.100990</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Wang C., Jiang S., Zhang S., Ouyang Z., Wang G., Wang F. Research Progress of Metabolomics in Asthma. Metabolites. 2021;11(9):567. DOI: 10.3390/meta-bo11090567</mixed-citation><mixed-citation xml:lang="en">Wang C., Jiang S., Zhang S., Ouyang Z., Wang G., Wang F. Research Progress of Metabolomics in Asthma. Metabolites. 2021;11(9):567. DOI: 10.3390/meta-bo11090567</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Papamichael M., Katsardis C., Sarandi E., Georgaki S., Frima E.S., Varvarigou A. et al. Application of Metabolomics in Pediatric Asthma: Prediction, Diagnosis and Personalized Treatment. Metabolites. 2021;11(4):251. DOI: 10.3390/metabo11040251</mixed-citation><mixed-citation xml:lang="en">Papamichael M., Katsardis C., Sarandi E., Georgaki S., Frima E.S., Varvarigou A. et al. Application of Metabolomics in Pediatric Asthma: Prediction, Diagnosis and Personalized Treatment. Metabolites. 2021;11(4):251. DOI: 10.3390/metabo11040251</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Hasegawa K., Stewart C.J., Celedón J.C., Mansbach J.M., Tierney C., Camargo C.A. Serum 25-hydroxyvitamin D, metabolome, and bronchiolitis severity among infants-A multicenter cohort study. Pediatr Allergy Immunol. 2018;29(4):441–5. DOI: 10.1111/pai.12880</mixed-citation><mixed-citation xml:lang="en">Hasegawa K., Stewart C.J., Celedón J.C., Mansbach J.M., Tierney C., Camargo C.A. Serum 25-hydroxyvitamin D, metabolome, and bronchiolitis severity among infants-A multicenter cohort study. Pediatr Allergy Immunol. 2018;29(4):441–5. DOI: 10.1111/pai.12880</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Grassin-Delyle S., Roquencourt C., Moine P., Saffroy G., Carn S., Heming N. Metabolomics of exhaled breath in critically ill COVID-19 patients: A pilot study. EBioMedicine. 2021;63:103154. DOI: 10.1016/j.ebiom.2020.103154</mixed-citation><mixed-citation xml:lang="en">Grassin-Delyle S., Roquencourt C., Moine P., Saffroy G., Carn S., Heming N. Metabolomics of exhaled breath in critically ill COVID-19 patients: A pilot study. EBioMedicine. 2021;63:103154. DOI: 10.1016/j.ebiom.2020.103154</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Tang W.H., Wang Z., Levison B.S., Koeth R.A., Britt E.B. Intestinal microbial metabolism of phosphatidylcholine and cardiovascular risk. N Engl J Med. 2013;368:1575–84. DOI: 10.1056/NEJMoa1109400</mixed-citation><mixed-citation xml:lang="en">Tang W.H., Wang Z., Levison B.S., Koeth R.A., Britt E.B. Intestinal microbial metabolism of phosphatidylcholine and cardiovascular risk. N Engl J Med. 2013;368:1575–84. DOI: 10.1056/NEJMoa1109400</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Amin A.M. Metabolomics applications in coronary artery disease personalized medicine. Adv Clin Chem. 2021;102:233–70. DOI: 10.1016/bs.acc.2020.08.003</mixed-citation><mixed-citation xml:lang="en">Amin A.M. Metabolomics applications in coronary artery disease personalized medicine. Adv Clin Chem. 2021;102:233–70. DOI: 10.1016/bs.acc.2020.08.003</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Murthy V.L., Reis J.P., Pico A.R., Kitchen R., Lima J.A., Lloyd-Jones D., et al. Comprehensive Metabolic Phenotyping Refines Cardiovascular Risk in Young Adults. Circulation. 2020;142(22):2110–27. DOI: 10.1161/CIRCULATIONAHA.120.047689</mixed-citation><mixed-citation xml:lang="en">Murthy V.L., Reis J.P., Pico A.R., Kitchen R., Lima J.A., Lloyd-Jones D., et al. Comprehensive Metabolic Phenotyping Refines Cardiovascular Risk in Young Adults. Circulation. 2020;142(22):2110–27. DOI: 10.1161/CIRCULATIONAHA.120.047689</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Koeth R. A., Wang Z., Levison B., Buffa J., Org E., et al. Intestinal microbiota metabolism of l-carnitine, a nutrient in red meat, promotes atherosclerosis. Nat. Med. 2013;19:576–85. DOI: 10.1038/nm.3145</mixed-citation><mixed-citation xml:lang="en">Koeth R. A., Wang Z., Levison B., Buffa J., Org E., et al. Intestinal microbiota metabolism of l-carnitine, a nutrient in red meat, promotes atherosclerosis. Nat. Med. 2013;19:576–85. DOI: 10.1038/nm.3145</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Wang Z., Tang W., Buffa J., Fu X., Britt E., et al. Prognostic value of choline and betaine depends on intestinal microbiota-generated metabolite trimethylamine-N-oxide. Eur Heart J. 2014:35;904–10. DOI: 10.1093/eurheartj/ehu002</mixed-citation><mixed-citation xml:lang="en">Wang Z., Tang W., Buffa J., Fu X., Britt E., et al. Prognostic value of choline and betaine depends on intestinal microbiota-generated metabolite trimethylamine-N-oxide. Eur Heart J. 2014:35;904–10. DOI: 10.1093/eurheartj/ehu002</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Nayor M., Brown K.J., Vasan R.S. The Molecular Basis of Predicting Atherosclerotic Cardiovascular Disease Risk. Circ Res. 2021;128(2):287–303. DOI: 10.1161/CIRCRESAHA.120.315890</mixed-citation><mixed-citation xml:lang="en">Nayor M., Brown K.J., Vasan R.S. The Molecular Basis of Predicting Atherosclerotic Cardiovascular Disease Risk. Circ Res. 2021;128(2):287–303. DOI: 10.1161/CIRCRESAHA.120.315890</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Warrier M., Shih D., Burrows A., Ferguson D., Gromovsky A., Brown A., et al. The TMAO-generating enzyme flavin monooxygenase 3 is a central regulator of cholesterol balance. Cell Rep. 2015;10:326–38. DOI: 10.1016/j.celrep.2014.12.036</mixed-citation><mixed-citation xml:lang="en">Warrier M., Shih D., Burrows A., Ferguson D., Gromovsky A., Brown A., et al. The TMAO-generating enzyme flavin monooxygenase 3 is a central regulator of cholesterol balance. Cell Rep. 2015;10:326–38. DOI: 10.1016/j.celrep.2014.12.036</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Chen X., Liu L., Palacios G. Plasma metabolomics reveals biomarkers of the atherosclerosis. Journal of Separation Science. 2010;33:2776–83. DOI: 10.1002/jssc.201000395</mixed-citation><mixed-citation xml:lang="en">Chen X., Liu L., Palacios G. Plasma metabolomics reveals biomarkers of the atherosclerosis. Journal of Separation Science. 2010;33:2776–83. DOI: 10.1002/jssc.201000395</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Deidda M., Piras C., Dessalvi C. Metabolomic approach to functional and metabolic myocardial changes in heart failure. Journal of Translational Medicine. 2015;13:297. DOI: 10.1186/s12967-015-0661-3</mixed-citation><mixed-citation xml:lang="en">Deidda M., Piras C., Dessalvi C. Metabolomic approach to functional and metabolic myocardial changes in heart failure. Journal of Translational Medicine. 2015;13:297. DOI: 10.1186/s12967-015-0661-3</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Zordoky B.N., Sung M.M., Ezekowitz J. Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction. PLoS ONE. 2015;10(5):e0124844. DOI: 10.1371/journal.pone. 0124844</mixed-citation><mixed-citation xml:lang="en">Zordoky B.N., Sung M.M., Ezekowitz J. Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction. PLoS ONE. 2015;10(5):e0124844. DOI: 10.1371/journal.pone. 0124844</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Wishart D.S. Is cancer a genetic disease or a metabolic disease? EBioMedicine. 2015;2(6):478–9. DOI: 10.1016/j.ebiom.2015.05.022</mixed-citation><mixed-citation xml:lang="en">Wishart D.S. Is cancer a genetic disease or a metabolic disease? EBioMedicine. 2015;2(6):478–9. DOI: 10.1016/j.ebiom.2015.05.022</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Qu W., Oya S., Lieberman B., Ploessl K., Wang L., et al. Preparation and characterization of L-[5-11C]-glutamine for metabolic imaging of tumors. J Nucl Med. 2012;53(1):98–105. DOI: 10.2967/jnumed.111.093831</mixed-citation><mixed-citation xml:lang="en">Qu W., Oya S., Lieberman B., Ploessl K., Wang L., et al. Preparation and characterization of L-[5-11C]-glutamine for metabolic imaging of tumors. J Nucl Med. 2012;53(1):98–105. DOI: 10.2967/jnumed.111.093831</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Losman J.A., Looper R., Koivunen P. (R)-2-hydroxy-glutarate is sufficient to promote leukemogenesis and its effects are reversible. Science. 2013;339(6127):1621–5. DOI: 10.1126/science.1231677</mixed-citation><mixed-citation xml:lang="en">Losman J.A., Looper R., Koivunen P. (R)-2-hydroxy-glutarate is sufficient to promote leukemogenesis and its effects are reversible. Science. 2013;339(6127):1621–5. DOI: 10.1126/science.1231677</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Zhu L., Ploessl K., Zhou R., Mankoff D., Kung H. Metabolic Imaging of Glutamine in Cancer. J Nucl Med. 2017;58(4):533–7. DOI: 10.2967/jnumed.116.182345</mixed-citation><mixed-citation xml:lang="en">Zhu L., Ploessl K., Zhou R., Mankoff D., Kung H. Metabolic Imaging of Glutamine in Cancer. J Nucl Med. 2017;58(4):533–7. DOI: 10.2967/jnumed.116.182345</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Лисица А.В., Пономаренко Е.А., Лохов П.Г., Арчаков А.И. Постгеномная медицина: альтернатива биомаркерам. Вестник РАМН. 2016;71(3):255–60. DOI: 10.15690/vramn64</mixed-citation><mixed-citation xml:lang="en">Lisitsa A.V., Ponomarenko E.A., Lokhov P.G., Archakov A.I. Postgenomic Medicine: Alternative to Biomarkers. Annals of the Russian Academy of Medical Sciences. 2016;71(3):255–60 (In Russ.). DOI: 10.15690/vramn64</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Davis V.W., Schiller D.E., Eurich D. Urinary metabolomic signature of esophageal cancer and Barrett’s esophagus. World J Surg Onc. 2021;10:271. DOI: 10.1186/1477-7819-10-271</mixed-citation><mixed-citation xml:lang="en">Davis V.W., Schiller D.E., Eurich D. Urinary metabolomic signature of esophageal cancer and Barrett’s esophagus. World J Surg Onc. 2021;10:271. DOI: 10.1186/1477-7819-10-271</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Bhatt A.P., Redinbo M.R., Bultman S.J. The role of the microbiome in cancer development and therapy. CA Cancer J Clin. 2017;67(4):326–44. DOI: 10.3322/caac.21398</mixed-citation><mixed-citation xml:lang="en">Bhatt A.P., Redinbo M.R., Bultman S.J. The role of the microbiome in cancer development and therapy. CA Cancer J Clin. 2017;67(4):326–44. DOI: 10.3322/caac.21398</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Bar N., Korem T. , Weissbrod O., Zeevi D, Rothschildm D., et al. A reference map of potential determinants for the human serum metabolome. Nature. 2020;588(7836):135–40. DOI: 10.1038/s41586-020-2896-2</mixed-citation><mixed-citation xml:lang="en">Bar N., Korem T. , Weissbrod O., Zeevi D, Rothschildm D., et al. A reference map of potential determinants for the human serum metabolome. Nature. 2020;588(7836):135–40. DOI: 10.1038/s41586-020-2896-2</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">De Angelis M., Garruti G., Minervini F., Bonfrate L., Portincasa P., Gobbetti M. The Food-gut Human Axis: The Effects of Diet on Gut Microbiota and Metabolome. Curr Med Chem. 2019;26(19):3567–83. DOI: 10.2174/0929867324666170428103848</mixed-citation><mixed-citation xml:lang="en">De Angelis M., Garruti G., Minervini F., Bonfrate L., Portincasa P., Gobbetti M. The Food-gut Human Axis: The Effects of Diet on Gut Microbiota and Metabolome. Curr Med Chem. 2019;26(19):3567–83. DOI: 10.2174/0929867324666170428103848</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Chen Z.Z., Gerszten R.E. Metabolomics and Proteomics in Type 2 Diabetes. Circ Res. 2020;126(11):1613–27. DOI: 10.1161/CIRCRESAHA.120.315898</mixed-citation><mixed-citation xml:lang="en">Chen Z.Z., Gerszten R.E. Metabolomics and Proteomics in Type 2 Diabetes. Circ Res. 2020;126(11):1613–27. DOI: 10.1161/CIRCRESAHA.120.315898</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Willkommen D., Lucio M., Moritz F., Forcisi S., Kanawati B., Smirnov K., et al. Metabolomic investigations in cerebrospinal fl uid of Parkinson’s disease. PLoS One. 2018;13(12):e0208752. DOI: 10.1371/journal.pone.0208752</mixed-citation><mixed-citation xml:lang="en">Willkommen D., Lucio M., Moritz F., Forcisi S., Kanawati B., Smirnov K., et al. Metabolomic investigations in cerebrospinal fl uid of Parkinson’s disease. PLoS One. 2018;13(12):e0208752. DOI: 10.1371/journal.pone.0208752</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">He R., Yan X., Guo J., Xu Q., Tang B., Sun Q. Recent Advances in Biomarkers for Parkinson’s Disease. Front Aging. Neurosci. 2018;10:305. DOI: 10.3389/fnagi.2018.00305</mixed-citation><mixed-citation xml:lang="en">He R., Yan X., Guo J., Xu Q., Tang B., Sun Q. Recent Advances in Biomarkers for Parkinson’s Disease. Front Aging. Neurosci. 2018;10:305. DOI: 10.3389/fnagi.2018.00305</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Orešič M., Tang J., Seppänen-Laakso T., Mattila I., Saarni S.E., Saarni S.I., et al. Metabolome in schizophrenia and other psychotic disorders: a general population-based study. Genome Med. 2011;3(3):19. DOI: 10.1186/gm233</mixed-citation><mixed-citation xml:lang="en">Orešič M., Tang J., Seppänen-Laakso T., Mattila I., Saarni S.E., Saarni S.I., et al. Metabolome in schizophrenia and other psychotic disorders: a general population-based study. Genome Med. 2011;3(3):19. DOI: 10.1186/gm233</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Tripp B.A., Dillon S.T., Yuan M., Asara J.M., Vasunilashorn S.M., Fong T.G., et al. Targeted metabolomics analysis of postoperative delirium. Sci Rep. 2021;11(1):1521. DOI: 10.1038/s41598-020-80412-z</mixed-citation><mixed-citation xml:lang="en">Tripp B.A., Dillon S.T., Yuan M., Asara J.M., Vasunilashorn S.M., Fong T.G., et al. Targeted metabolomics analysis of postoperative delirium. Sci Rep. 2021;11(1):1521. DOI: 10.1038/s41598-020-80412-z</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Liu L., Zhao J., Chen Y., Feng R. Metabolomics strategy assisted by transcriptomics analysis to identify biomarkers associated with schizophrenia. Anal Chim Acta. 2020;1140:18–29. DOI: 10.1016/j.aca.2020.09.054</mixed-citation><mixed-citation xml:lang="en">Liu L., Zhao J., Chen Y., Feng R. Metabolomics strategy assisted by transcriptomics analysis to identify biomarkers associated with schizophrenia. Anal Chim Acta. 2020;1140:18–29. DOI: 10.1016/j.aca.2020.09.054</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Wu L., Han Y., Zheng Z., Peng G., Liu P., Yue S., et al. Altered Gut Microbial Metabolites in Amnestic Mild Cognitive Impairment and Alzheimer’s Disease: Signals in Host-Microbe Interplay. Nutrients. 2021;13(1):228. DOI: 10.3390/nu13010228.</mixed-citation><mixed-citation xml:lang="en">Wu L., Han Y., Zheng Z., Peng G., Liu P., Yue S., et al. Altered Gut Microbial Metabolites in Amnestic Mild Cognitive Impairment and Alzheimer’s Disease: Signals in Host-Microbe Interplay. Nutrients. 2021;13(1):228. DOI: 10.3390/nu13010228.</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>
