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<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">nogr</journal-id><journal-title-group><journal-title xml:lang="ru">Экспериментальная и клиническая гастроэнтерология</journal-title><trans-title-group xml:lang="en"><trans-title>Experimental and Clinical Gastroenterology</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1682-8658</issn><publisher><publisher-name>«Global Media Technologies»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.31146/1682-8658-ecg-204-8-92-105</article-id><article-id custom-type="elpub" pub-id-type="custom">nogr-2134</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>КЛИНИЧЕСКАЯ ГАСТРОЭНТЕРОЛОГИЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>CLINICAL GASTROENTEROLOGY</subject></subj-group></article-categories><title-group><article-title>Сравнительный анализ показателей микробиома пациентов с психическими расстройствами и здоровых добровольцев</article-title><trans-title-group xml:lang="en"><trans-title>Comparative analysis of microbiome indicators in patients with mental disorders and in healthy volunteers</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2659-7998</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Торшин</surname><given-names>И. Ю.</given-names></name><name name-style="western" xml:lang="en"><surname>Torshin</surname><given-names>I. Yu.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.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/0000-0002-7663-710X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Громова</surname><given-names>О. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Gromova</surname><given-names>O. A.</given-names></name></name-alternatives><email xlink:type="simple">unesco.gromova@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ванчакова</surname><given-names>Н. П.</given-names></name><name name-style="western" xml:lang="en"><surname>Vanchakova</surname><given-names>N. P.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Семёнов</surname><given-names>В. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Semyonov</surname><given-names>V. A.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Федеральный исследовательский центр «Информатика и управление» РАН (ФИЦ ИУ РАН), Институт Фармакоинформатики</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Federal Research Center “Informatics and Management” RAS (FRC IU RAS), Institute of Pharmacoinformatic</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Федеральное государственное бюджетное образовательное учреждение высшего образования Первый Санкт-Петербургский государственный медицинский университет им. И. П. Павлова</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Federal State Budgetary Educational Institution of Higher Education First St. I. P. Pavlova</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>ФГБОУ ВО «Кемеровский государственный медицинский университет» Минздрава России</institution><country>Россия</country></aff><aff xml:lang="en"><institution>FSBEI HE “Kemerovo State Medical University” of the Ministry of Health of Russia</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>18</day><month>01</month><year>2023</year></pub-date><volume>0</volume><issue>8</issue><fpage>92</fpage><lpage>105</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Торшин И.Ю., Громова О.А., Ванчакова Н.П., Семёнов В.А., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Торшин И.Ю., Громова О.А., Ванчакова Н.П., Семёнов В.А.</copyright-holder><copyright-holder xml:lang="en">Torshin I.Y., Gromova O.A., Vanchakova N.P., Semyonov V.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.nogr.org/jour/article/view/2134">https://www.nogr.org/jour/article/view/2134</self-uri><abstract><p>Состояние микробиома тесно взаимосвязано с высшей нервной деятельностью. Исследования взаимосвязей между состоянием микробиома и формированием нервно-психических расстройств весьма перспективны. В настоящей работе представлены результаты сравнительного анализа профилей показателей микробиома пациентов 36±12 лет с психическими и поведенческими расстройствами (n=30) и здоровых добровольцев (n=10). Профили показателей, характеризующие состояние микробиома, измерялись на основании анализа крови методом масс-хроматоспектрометрии. Были найдены многочисленные достоверные отличия в паттернах микробиома между пациентами и контролями. На основании установленных различий предложены и верифицированы две балльные шкалы, которые можно рассматривать как своего рода индексы «психопатогенности микробиома». Данные шкалы позволяют не только отличать пациентов от контролей, но и ранжировать обследуемых по степени «психопатогенности» профиля микробиома.</p></abstract><trans-abstract xml:lang="en"><p>The state of human microbiome is closely related to higher nervous activity. Studies of the relationship between the state of the microbiome and the formation of neuropsychiatric disorders represent a very promising field of research. This work presents the results of a comparative analysis of the profiles of microbiome indicators in 36 ± 12-year-old patients with mental and behavioral disorders (n = 30) and in healthy volunteers (n = 10). The profiles of microbiome indicators were measured on the basis of blood analysis by mass chromatospectrometry. Numerous significant differences were found in microbiome patterns between patients and controls. On the basis of the established differences, two point scales were proposed and verified, which can be regarded as a kind of indices of “psychopathogenicity of the microbiome”. These scales make it possible not only to distinguish patients from controls, but also to rank the subjects according to the degree of “psychopathogenicity” of the microbiome profile.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>микробиома человека</kwd><kwd>хромато-масс-спектрометрический анализ крови</kwd><kwd>психические и поведенческие расстройства</kwd><kwd>топологический анализ данных</kwd></kwd-group><kwd-group xml:lang="en"><kwd>human microbiome</kwd><kwd>gas chromatography-mass spectrometric analysis of blood</kwd><kwd>mental and behavioral disorders</kwd><kwd>topological data analysis</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">Benakis C., Martin-Gallausiaux C., Trezzi J. P., Melton P., Liesz A., Wilmes P. The microbiome-gut-brain axis in acute and chronic brain diseases. Curr Opin Neurobiol. 2020, 61:1-9. doi: 10.1016/j.conb.2019.11.009.</mixed-citation><mixed-citation xml:lang="en">Benakis C., Martin-Gallausiaux C., Trezzi J. P., Melton P., Liesz A., Wilmes P. The microbiome-gut-brain axis in acute and chronic brain diseases. Curr Opin Neurobiol. 2020, 61:1-9. doi: 10.1016/j.conb.2019.11.009.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Golofast B., Vales K. The connection between microbiome and schizophrenia. Neurosci Biobehav Rev. 2020 Jan;108:712-731. doi: 10.1016/j.neubiorev.2019.12.011.</mixed-citation><mixed-citation xml:lang="en">Golofast B., Vales K. The connection between microbiome and schizophrenia. Neurosci Biobehav Rev. 2020 Jan;108:712-731. doi: 10.1016/j.neubiorev.2019.12.011.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Severance E. G., Yolken R. H. Deciphering microbiome and neuroactive immune gene interactions in schizophrenia. Neurobiol Dis. 2020 Feb;135:104331. doi: 10.1016/j.nbd.2018.11.016.</mixed-citation><mixed-citation xml:lang="en">Severance E. G., Yolken R. H. Deciphering microbiome and neuroactive immune gene interactions in schizophrenia. Neurobiol Dis. 2020 Feb;135:104331. doi: 10.1016/j.nbd.2018.11.016.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Rudzki L., Stone T. W., Maes M., Misiak B., Samochowiec J., Szulc A. Gut microbiota-derived vitamins - underrated powers of a multipotent ally in psychiatric health and disease. Prog Neuropsychopharmacol Biol Psychiatry. 2021 Apr 20;107:110240. doi: 10.1016/j.pnpbp.2020.110240.</mixed-citation><mixed-citation xml:lang="en">Rudzki L., Stone T. W., Maes M., Misiak B., Samochowiec J., Szulc A. Gut microbiota-derived vitamins - underrated powers of a multipotent ally in psychiatric health and disease. Prog Neuropsychopharmacol Biol Psychiatry. 2021 Apr 20;107:110240. doi: 10.1016/j.pnpbp.2020.110240.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Meng S.Q., Xue Y. X., Xie W., Shi J., Yan W., Wei H., Lu L., Han Y. Gut microbiota modulates the inflammatory response and cognitive impairment induced by sleep deprivation. Mol Psychiatry. 2021 May 7. doi: 10.1038/s41380-021-01113-1.</mixed-citation><mixed-citation xml:lang="en">Meng S.Q., Xue Y. X., Xie W., Shi J., Yan W., Wei H., Lu L., Han Y. Gut microbiota modulates the inflammatory response and cognitive impairment induced by sleep deprivation. Mol Psychiatry. 2021 May 7. doi: 10.1038/s41380-021-01113-1.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Ait Chait Y., Mottawea W., Tompkins T. A., Hammami R. Nutritional and therapeutic approaches for protecting human gut microbiota from psychotropic treatments. Prog Neuropsychopharmacol Biol Psychiatry. 2021 Jun 8;108:110182. doi: 10.1016/j.pnpbp.2020.110182.</mixed-citation><mixed-citation xml:lang="en">Ait Chait Y., Mottawea W., Tompkins T. A., Hammami R. Nutritional and therapeutic approaches for protecting human gut microbiota from psychotropic treatments. Prog Neuropsychopharmacol Biol Psychiatry. 2021 Jun 8;108:110182. doi: 10.1016/j.pnpbp.2020.110182.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">de J R De-Paula V., Forlenza A. S., Forlenza O. V. Relevance of gutmicrobiota in cognition, behaviour and Alzheimer’s disease. Pharmacol Res. 2018 Oct;136:29-34. doi: 10.1016/j.phrs.2018.07.007.</mixed-citation><mixed-citation xml:lang="en">de J R De-Paula V., Forlenza A. S., Forlenza O. V. Relevance of gutmicrobiota in cognition, behaviour and Alzheimer’s disease. Pharmacol Res. 2018 Oct;136:29-34. doi: 10.1016/j.phrs.2018.07.007.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Seeman M. V. The gut microbiome and antipsychotic treatment response. Behav Brain Res. 2021 Jan 1;396:112886. doi: 10.1016/j.bbr.2020.112886.</mixed-citation><mixed-citation xml:lang="en">Seeman M. V. The gut microbiome and antipsychotic treatment response. Behav Brain Res. 2021 Jan 1;396:112886. doi: 10.1016/j.bbr.2020.112886.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Yang Y., Long Y., Kang D., Liu C., Xiao J., Wu R., Zhao J. Effect of Bifidobacterium on olanzapine-induced body weight and appetite changes in patients with psychosis. Psychopharmacology (Berl). 2021 May 17. doi: 10.1007/s00213-021-05866-z.</mixed-citation><mixed-citation xml:lang="en">Yang Y., Long Y., Kang D., Liu C., Xiao J., Wu R., Zhao J. Effect of Bifidobacterium on olanzapine-induced body weight and appetite changes in patients with psychosis. Psychopharmacology (Berl). 2021 May 17. doi: 10.1007/s00213-021-05866-z.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Otsenka mikroekologicheskogo statusa cheloveka metodom khromatomass-spektrometrii. Gosudarstvennyy nauchnyy tsentr institut mediko-biologicheskikh problem RAN. [Assessment of the microecological status of a person by chromatomass spectrometry. State Scientific Center Institute for Biomedical Problems of the Russian Academy of Sciences]. Reg. Roszdravnadzor. No. NYU-40006. at 17.08.2009@@ Оценка микроэкологического статуса человека методом хроматомасс-спектрометрии. Государственный научный центр институт медико-биологических проблем РАН. Рег. Росздравнадзора № НЮ-40006 от 17.08.2009</mixed-citation><mixed-citation xml:lang="en">Otsenka mikroekologicheskogo statusa cheloveka metodom khromatomass-spektrometrii. Gosudarstvennyy nauchnyy tsentr institut mediko-biologicheskikh problem RAN. [Assessment of the microecological status of a person by chromatomass spectrometry. State Scientific Center Institute for Biomedical Problems of the Russian Academy of Sciences]. Reg. Roszdravnadzor. No. NYU-40006. at 17.08.2009@@ Оценка микроэкологического статуса человека методом хроматомасс-спектрометрии. Государственный научный центр институт медико-биологических проблем РАН. Рег. Росздравнадзора № НЮ-40006 от 17.08.2009</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">I. Yu. Torshin and K. V.Rudakov. On the Procedures of Generation of Numerical Features Over Partitions of Sets of Objects in the Problem of Predicting Numerical Target Variables. Pattern Recognition and Image Analysis, 2019, Vol. 29, No. 4, pp. 654-667. ISSN 1054-6618. doi: 10.1134/S1054661819040175.</mixed-citation><mixed-citation xml:lang="en">I. Yu. Torshin and K. V.Rudakov. On the Procedures of Generation of Numerical Features Over Partitions of Sets of Objects in the Problem of Predicting Numerical Target Variables. Pattern Recognition and Image Analysis, 2019, Vol. 29, No. 4, pp. 654-667. ISSN 1054-6618. doi: 10.1134/S1054661819040175.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Torshin Ivan, Rudakov K. On the theoretical basis of metric analysis of poorly formalized problems of recognition and classification. Pattern Recognition and Image Analysis. 2015;25:577-587. doi: 10.1134/S1054661815040252.</mixed-citation><mixed-citation xml:lang="en">Torshin Ivan, Rudakov K. On the theoretical basis of metric analysis of poorly formalized problems of recognition and classification. Pattern Recognition and Image Analysis. 2015;25:577-587. doi: 10.1134/S1054661815040252.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">I. Yu. Torshin, K. V.Rudakov. Topological Data Analysis in Materials Science: The Case of High-Temperature Cuprate Superconductors. Pattern Recognition and Image Analysis, 2020;30(2):262-274. doi: 10.1134/S1054661820020157.</mixed-citation><mixed-citation xml:lang="en">I. Yu. Torshin, K. V.Rudakov. Topological Data Analysis in Materials Science: The Case of High-Temperature Cuprate Superconductors. Pattern Recognition and Image Analysis, 2020;30(2):262-274. doi: 10.1134/S1054661820020157.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Li S., Song J., Ke P., et al. The gut microbiome is associated with brain structure and function in schizophrenia. Sci Rep. 2021 May 7;11(1):9743. doi: 10.1038/s41598-021-89166-8.</mixed-citation><mixed-citation xml:lang="en">Li S., Song J., Ke P., et al. The gut microbiome is associated with brain structure and function in schizophrenia. Sci Rep. 2021 May 7;11(1):9743. doi: 10.1038/s41598-021-89166-8.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Wang Z., Chen W. H., Li S. X., et al. Oral Microbiota Changes in Elderly Patients, an Indicator of Alzheimer’s Disease.Int J Environ Res Public Health. 2021 Apr 15;18(8):4211. doi: 10.3390/ijerph18084211.</mixed-citation><mixed-citation xml:lang="en">Wang Z., Chen W. H., Li S. X., et al. Oral Microbiota Changes in Elderly Patients, an Indicator of Alzheimer’s Disease.Int J Environ Res Public Health. 2021 Apr 15;18(8):4211. doi: 10.3390/ijerph18084211.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Otten A. T., Bourgonje A. R., Peters V., Alizadeh B. Z., Dijkstra G., Harmsen H. J.M. Vitamin C Supplementation in Healthy Individuals Leads to Shifts of Bacterial Populations in the Gut-A Pilot Study. Antioxidants (Basel). 2021 Aug 12;10(8):1278. doi: 10.3390/antiox10081278.</mixed-citation><mixed-citation xml:lang="en">Otten A. T., Bourgonje A. R., Peters V., Alizadeh B. Z., Dijkstra G., Harmsen H. J.M. Vitamin C Supplementation in Healthy Individuals Leads to Shifts of Bacterial Populations in the Gut-A Pilot Study. Antioxidants (Basel). 2021 Aug 12;10(8):1278. doi: 10.3390/antiox10081278.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Zhao Y., Cheng M., Zou L., et al. Hidden link in gut-joint axis: gut microbes promote rheumatoid arthritis at early stage by enhancing ascorbate degradation. Gut. 2021 Jul 8: gutjnl-2021-325209. doi: 10.1136/gutjnl-2021-325209.</mixed-citation><mixed-citation xml:lang="en">Zhao Y., Cheng M., Zou L., et al. Hidden link in gut-joint axis: gut microbes promote rheumatoid arthritis at early stage by enhancing ascorbate degradation. Gut. 2021 Jul 8: gutjnl-2021-325209. doi: 10.1136/gutjnl-2021-325209.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Li Y., Zafar S., Salih Ibrahim R. M., Chi H. L., Xiao T., Xia W. J., Li H. B., Kang Y. M. Exercise and food supplement of vitamin C ameliorate hypertension through improvement of gut microflora in the spontaneously hypertensive rats. Life Sci. 2021 Mar 15;269:119097. doi: 10.1016/j.lfs.2021.119097.</mixed-citation><mixed-citation xml:lang="en">Li Y., Zafar S., Salih Ibrahim R. M., Chi H. L., Xiao T., Xia W. J., Li H. B., Kang Y. M. Exercise and food supplement of vitamin C ameliorate hypertension through improvement of gut microflora in the spontaneously hypertensive rats. Life Sci. 2021 Mar 15;269:119097. doi: 10.1016/j.lfs.2021.119097.</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>
