<?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">cardiovascular</journal-id><journal-title-group><journal-title xml:lang="ru">Кардиоваскулярная терапия и профилактика</journal-title><trans-title-group xml:lang="en"><trans-title>Cardiovascular Therapy and Prevention</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1728-8800</issn><issn pub-type="epub">2619-0125</issn><publisher><publisher-name>«SILICEA-POLIGRAF» LLC</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.15829/1728-8800-2023-3773</article-id><article-id custom-type="elpub" pub-id-type="custom">cardiovascular-3773</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>БИОБАНКИРОВАНИЕ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>BIOBANKING</subject></subj-group></article-categories><title-group><article-title>Геногеографические технологии популяционного биобанка как инструмент оценки эффектов отбора (на примере фармакогенетических биомаркеров сердечно-сосудистых заболеваний)</article-title><trans-title-group xml:lang="en"><trans-title>Genogeographic technologies of a population biobank as a tool for assessing selection effects (using the example of pharmacogenetic biomarkers of cardiovascular diseases)</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3882-8300</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Балановская</surname><given-names>Е. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Balanovskaya</surname><given-names>E. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Доктор биологических наук, профессор, главный научный сотрудник, заведующий лабораторией популяционной генетики человека.</p><p>Москва</p></bio><bio xml:lang="en"><p>Moscow</p></bio><email xlink:type="simple">balanovska@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9532-8954</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Горин</surname><given-names>И. О.</given-names></name><name name-style="western" xml:lang="en"><surname>Gorin</surname><given-names>I. O.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Научный сотрудник лаборатории популяционной генетики человека.</p><p>Москва</p></bio><bio xml:lang="en"><p>Moscow</p></bio><email xlink:type="simple">goha2@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/0000-0002-0643-4374</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Пономарёв</surname><given-names>Г. Ю.</given-names></name><name name-style="western" xml:lang="en"><surname>Ponomarev</surname><given-names>G. Yu.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Научный сотрудник лаборатории популяционной генетики человека.</p><p>Москва</p></bio><bio xml:lang="en"><p>Moscow</p></bio><email xlink:type="simple">st26i900@gmail.com</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9541-8319</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Пылёв</surname><given-names>В. Ю.</given-names></name><name name-style="western" xml:lang="en"><surname>Pylev</surname><given-names>V. Yu.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Научный сотрудник лаборатории популяционной генетики человека, генеральный директор АНО "Биобанк Северной Евразии".</p><p>Москва</p></bio><bio xml:lang="en"><p>Moscow</p></bio><email xlink:type="simple">freetrust@yandex.ru</email><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0009-4286-4791</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Белов</surname><given-names>Р. О.</given-names></name><name name-style="western" xml:lang="en"><surname>Belov</surname><given-names>R. O.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Стажер сотрудник лаборатории популяционной генетики человека.</p><p>Москва</p></bio><bio xml:lang="en"><p>Moscow</p></bio><email xlink:type="simple">ruslanbelov274@gmail.com</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8991-7194</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Почешхова</surname><given-names>Э. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Pocheshkhova</surname><given-names>E. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Доктор медицинских наук, главный научный сотрудник лаборатории популяционной генетики человека, доцент, профессор кафедры биологии с курсом медицинской генетики.</p><p>Москва, Краснодар</p></bio><bio xml:lang="en"><p>Moscow, Krasnodar</p></bio><email xlink:type="simple">eapocheshkhova@mail.ru</email><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9001-1499</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Абдуллаев</surname><given-names>Ш. П.</given-names></name><name name-style="western" xml:lang="en"><surname>Abdullaev</surname><given-names>Sh. P.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кандидат биологических наук, заведующий отделом предиктивных и прогностических биомаркеров НИИ молекулярной и персонализированной медицины.</p><p>Москва</p></bio><bio xml:lang="en"><p>Moscow</p></bio><email xlink:type="simple">sherzodx5@gmail.com</email><xref ref-type="aff" rid="aff-5"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9307-4994</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Мирзаев</surname><given-names>К. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Mirzaev</surname><given-names>K. B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Доктор медицинских наук, директор НИИ молекулярной и персонализированной медицины, проректор по научной работе и инновациям.</p><p>Москва</p></bio><bio xml:lang="en"><p>Moscow</p></bio><email xlink:type="simple">karin05doc@yandex.ru</email><xref ref-type="aff" rid="aff-6"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4496-3680</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Сычев</surname><given-names>Д. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Sychev</surname><given-names>D. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Академик РАН, доктор медицинских наук, профессор, профессор РАН, заведующий кафедрой клинической фармакологии и терапии им. акад. Б. Е. Вотчала, ректор.</p><p>Москва</p></bio><bio xml:lang="en"><p>Moscow</p></bio><email xlink:type="simple">dimasychev@mail.ru</email><xref ref-type="aff" rid="aff-7"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>ФГБНУ «Медико-генетический научный центр имени академика Н.П. Бочкова»</institution></aff><aff xml:lang="en"><institution>Bochkov Medical Genetic Research Center</institution></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>ФГБНУ «Медико-генетический научный центр имени академика Н. П. Бочкова»</institution></aff><aff xml:lang="en"><institution>Bochkov Medical Genetic Research Center</institution></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>ФГБНУ "Медико-генетический научный центр им. акад. Н.П. Бочкова"; АНО "Биобанк Северной Евразии"</institution></aff><aff xml:lang="en"><institution>Bochkov Medical Genetic Research Center; Biobank of Northern Eurasia</institution></aff></aff-alternatives><aff-alternatives id="aff-4"><aff xml:lang="ru"><institution>ФГБНУ "Медико-генетический научный центр им. акад. Н.П. Бочкова"; ФГБОУ ВО "Кубанский государственный медицинский университет" Минздрава России</institution></aff><aff xml:lang="en"><institution>Bochkov Medical Genetic Research Center; Kuban State Medical University</institution></aff></aff-alternatives><aff-alternatives id="aff-5"><aff xml:lang="ru"><institution>ФГБОУ ДПО "Российская  медицинская академия непрерывного профессионального образования" Минздрава России</institution></aff><aff xml:lang="en"><institution>Russian Medical Academy of Continuous Professional Education</institution></aff></aff-alternatives><aff-alternatives id="aff-6"><aff xml:lang="ru"><institution>ФГБОУ ДПО "Российская  медицинская академия непрерывного профессионального образования" Минздрава России</institution></aff><aff xml:lang="en"><institution>Russian Medical Academy of Continuous Professional Education</institution></aff></aff-alternatives><aff-alternatives id="aff-7"><aff xml:lang="ru"><institution>ФГБОУ ДПО "Российская  медицинская академия непрерывного профессионального образования" Минздрава России</institution></aff><aff xml:lang="en"><institution>Russian Medical Academy of Continuous Professional Education</institution></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>09</day><month>12</month><year>2023</year></pub-date><volume>22</volume><issue>11</issue><issue-title>Биобанкирование</issue-title><fpage>3773</fpage><lpage>3773</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Балановская Е.В., Горин И.О., Пономарёв Г.Ю., Пылёв В.Ю., Белов Р.О., Почешхова Э.А., Абдуллаев Ш.П., Мирзаев К.Б., Сычев Д.А., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Балановская Е.В., Горин И.О., Пономарёв Г.Ю., Пылёв В.Ю., Белов Р.О., Почешхова Э.А., Абдуллаев Ш.П., Мирзаев К.Б., Сычев Д.А.</copyright-holder><copyright-holder xml:lang="en">Balanovskaya E.V., Gorin I.O., Ponomarev G.Y., Pylev V.Y., Belov R.O., Pocheshkhova E.A., Abdullaev S.P., Mirzaev K.B., Sychev D.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://cardiovascular.elpub.ru/jour/article/view/3773">https://cardiovascular.elpub.ru/jour/article/view/3773</self-uri><abstract><p>Значительные различия между генофондами народов России требуют разработки этно-регионально адаптированных фармакогенетических тестов и выявления приоритетных регионов для их внедрения.</p><sec><title>Цель</title><p>Цель. Разработать геногеографическую технологию для выявления эффектов отбора на примере биомаркеров, значимых для фармакотерапии пациентов с сердечно-сосудистыми заболеваниями (ССЗ), с помощью популяционного биобанка и базы данных "Фармакогенетика популяций России и сопредельных стран".</p></sec><sec><title>Материал и методы</title><p>Материал и методы. Образцы дезоксирибонуклеиновой кислоты (ДНК) Биобанка Северной Евразии из 20 метапопуляций коренного населения Европейской части России изучены по двум массивам данных: по 24 фармакогенетическим маркерам ССЗ (3170 образцов); по 1 276 191 полиморфным ДНК-маркерам аутосомного генома (1293 образца). По каждому массиву данных приведены оценки межпопуляционной изменчивости генофонда: разница между этими оценками характеризует давление отбора на каждый из 24 биомаркеров ССЗ. Создан геногеографический атлас, карты которого демонстрируют давление отбора на каждый биомаркер по степени отклонения от селективно-нейтральной изменчивости генофонда.</p></sec><sec><title>Результаты</title><p>Результаты. 24 биомаркера ССЗ подразделены на три класса: близких к селективно-нейтральной изменчивости, подверженных стабилизирующему и дифференцирующему отбору. Для каждого из 24 биомаркеров ССЗ созданы геногеографические карты, выявляющие эффекты отбора в каждой из 20 метапопуляций. Большинство карт выявили популяции, находящиеся под давлением дифференцирующего отбора и поэтому являющиеся приоритетными для внедрения этно-регионально адаптированных фармакогенетических протоколов.</p></sec><sec><title>Заключение</title><p>Заключение. Фармакогенетические маркеры и популяции, находящиеся под действием дифференцирующего отбора, требуют разработки этно-регионально адаптированных фармакогенетических тестов. Созданный картографический атлас отбора может служить основой для развития фармакогенетических исследований, проводимых методами геногеографии.</p></sec></abstract><trans-abstract xml:lang="en"><p>Significant differences between the gene pools of Russian peoples require the development of ethno- regional adapted pharmacogenetic tests and the identification of priority regions for their implementation.</p><sec><title>Aim</title><p>Aim. To develop a genogeographic technology to identify selection effects using the example of biomarkers that are significant for pharmacotherapy of patients with cardiovascular diseases (CVD), using a population biobank and the Pharmacogenetics of Populations of Russia and Adjacent Countries database.</p></sec><sec><title>Material and methods</title><p>Material and methods. Deoxyribonucleic acid (DNA) samples from the Biobank of Northern Eurasia from 20 metapopulations of the indigenous population of the European Russia were studied using two following data sets: 24 pharmacogenetic markers of CVDs (3170 samples); 1 276 191 polymorphic DNA markers of the autosomal genome (1293 samples). For each data set, estimates of interpopulation variability in the gene pool are provided — the difference between these estimates characterizes the selection pressure on each of the 24 CVD biomarkers. A genogeographic atlas has been created, the maps of which demonstrate the selection pressure on each biomarker according to the degree of deviation from the selective- neutral variability of the gene pool.</p></sec><sec><title>Results</title><p>Results. Twenty-four CVD biomarkers are divided into three following classes: those close to selective- neutral variability, those subject to stabilizing and differentiating selection. For each of the 24 CVD biomarkers, genogeographic maps were created that reveal selection effects in each of the 20 metapopulations. Most maps have identified populations that are under differential selection pressure and therefore a priority for the implementation of ethno- regionally adapted pharmacogenetic protocols.</p></sec><sec><title>Conclusion</title><p>Conclusion. Pharmacogenetic markers and populations under differential selection require the development of ethno- regionally adapted pharmacogenetic tests. The created cartographic atlas of selection can serve as the basis for pharmacogenetic studies carried out using genogeographic methods.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>отбор</kwd><kwd>популяционный биобанк</kwd><kwd>база данных</kwd><kwd>фармакогенетика</kwd><kwd>ДНК-маркеры</kwd><kwd>сердечно-сосудистые заболевания</kwd><kwd>геногеография</kwd></kwd-group><kwd-group xml:lang="en"><kwd>selection</kwd><kwd>population biobank</kwd><kwd>database</kwd><kwd>pharmaco ge netics</kwd><kwd>DNA markers</kwd><kwd>cardiovascular diseases</kwd><kwd>genogeography</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">Исследование выполнено при поддержке гранта РНФ № 21-14-00363 (биоинформатический анализ, интерпретация результатов) и государственного задания Минобрнауки России для ФГБНУ "МГНЦ" (картографический и статистический анализ). Авторы благодарят АНО "Биобанк Северной Евразии" за предоставление коллекций ДНК</funding-statement><funding-statement xml:lang="en">The study was supported by the Russian Science Foundation grant № 21-14-00363 (bioinformatic analysis, interpretation of results) and the state assignment of the Ministry of Education and Science of Russia for the Bochkov Medical Genetic Research Center (cartographic and statistical analysis). The authors are grateful to the Biobank of Northern Eurasia for providing DNA collections</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Johnson JA, Caudle KE, Gong L, et al. Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline for pharmacogenetics­ guided warfarin dosing: 2017 update. Clin Pharmacol Ther. 2017;102(3):397­404. doi:10.1002/cpt.668.</mixed-citation><mixed-citation xml:lang="en">Johnson JA, Caudle KE, Gong L, et al. Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline for pharmacogenetics­ guided warfarin dosing: 2017 update. Clin Pharmacol Ther. 2017;102(3):397­404. doi:10.1002/cpt.668.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Lee CR, Luzum JA, Sangkuhl K, et al. Clinical pharmacogenetics implementation consortium guideline for CYP2C19 genotype and clopidogrel therapy: 2022 update. Clin Pharmacol Ther. 2022;112(5):959­67. doi:10.1002/cpt.2526.</mixed-citation><mixed-citation xml:lang="en">Lee CR, Luzum JA, Sangkuhl K, et al. Clinical pharmacogenetics implementation consortium guideline for CYP2C19 genotype and clopidogrel therapy: 2022 update. Clin Pharmacol Ther. 2022;112(5):959­67. doi:10.1002/cpt.2526.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Mega JL, Close SL, Wiviott SD, et al. Genetic variants in ABCB1 and CYP2C19 and cardiovascular outcomes after treatment with clopidogrel and prasugrel in the TRITON­TIMI 38 trial: a pharmacogenetic analysis. Lancet. 2010;376(9749):1312­9. doi:10.1016/S0140­6736(10)61273­1.</mixed-citation><mixed-citation xml:lang="en">Mega JL, Close SL, Wiviott SD, et al. Genetic variants in ABCB1 and CYP2C19 and cardiovascular outcomes after treatment with clopidogrel and prasugrel in the TRITON­TIMI 38 trial: a pharmacogenetic analysis. Lancet. 2010;376(9749):1312­9. doi:10.1016/S0140­6736(10)61273­1.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Cooper­ DeHoff RM, Niemi M, Ramsey LB, et al. The clinical pharmacogenetics implementation consortium guideline for SLCO1B1, ABCG2, and CYP2C9 genotypes and statin­ associated musculoskeletal symptoms. Clin Pharmacol Ther. 2022;111(5):1007­21. doi:10.1038/clpt.2014.125.</mixed-citation><mixed-citation xml:lang="en">Cooper­ DeHoff RM, Niemi M, Ramsey LB, et al. The clinical pharmacogenetics implementation consortium guideline for SLCO1B1, ABCG2, and CYP2C9 genotypes and statin­ associated musculoskeletal symptoms. Clin Pharmacol Ther. 2022;111(5):1007­21. doi:10.1038/clpt.2014.125.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Kanuri SH, Kreutz RP. Pharmacogenomics of novel direct oral anticoagulants: newly identified genes and genetic variants. J Pers Med. 2019;9(1):7. doi:10.3390/jpm9010007.</mixed-citation><mixed-citation xml:lang="en">Kanuri SH, Kreutz RP. Pharmacogenomics of novel direct oral anticoagulants: newly identified genes and genetic variants. J Pers Med. 2019;9(1):7. doi:10.3390/jpm9010007.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Кукес В. Г., Сычев Д. А., Фейсал А. А. и др. Влияние индивидуальных особенностей пациентов на риск развития нежелательных лекарственных реакций. Вестник Росздравнадзора. 2011;(6):59­63.</mixed-citation><mixed-citation xml:lang="en">Kukes VG, Sychyov DA, Al Akhmad Faisal, et al. The impact of unique patient characteristics on the risk of adverse drug reaction. Bulletin of Roszdravnadzor. 2011;(6):59­63. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Степанов В. А. Геномы, популяции, болезни: этническая геномика и персонифицированная медицина. Acta Naturae. 2010;2(4):18­34.</mixed-citation><mixed-citation xml:lang="en">Stepanov VA. Genomes, populations, diseases: ethnic genomics and personalised medicine. Acta Naturae. 2010;2(4):18­34. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Mirzaev KB, Fedorinov DS, Ivashchenko DV, et al. ADME pharmacogenetics: future outlook for Russia. Pharmacogenomics. 2019;20(11):847­65. doi:10.2217/pgs­2019­0013.</mixed-citation><mixed-citation xml:lang="en">Mirzaev KB, Fedorinov DS, Ivashchenko DV, et al. ADME pharmacogenetics: future outlook for Russia. Pharmacogenomics. 2019;20(11):847­65. doi:10.2217/pgs­2019­0013.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Мирзаев К. Б., Федоринов Д. С., Иващенко Д. В. и др. Мультиэтнический анализ кардиологических фармакогенетических маркеров генов цитохрома Р450 и мембранных транспортеров в российской популяции. Рациональная фармакотерапия в кардиологии. 2019;15(3):393­406. doi:10.20996/1819­6446­2019­15­3­393­406.</mixed-citation><mixed-citation xml:lang="en">Mirzaev KB, Fedorinov DS, Ivashchenko DV, et al. Multi­ Ethnic Analysis of Cardiac Pharmacogenetic Markers of Cytochrome p450 and Membrane Transporters Genes in the Russian Population. Rational Pharmacotherapy in Cardiology. 2019;15(3):393­406. (In Russ.) doi:10.20996/1819­6446­2019­15­3­393­406.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Горин И. О., Петрушенко В. С., Записецкая Ю. С. и др. Применение популяционного биобанка для анализа частот клинически значимых ДНК­маркеров у населения России: биоинформатические аспекты. Кардиоваскулярная терапия и профилактика. 2020;19(6):2732. doi:10.15829/1728­88002020­2732.</mixed-citation><mixed-citation xml:lang="en">Gorin IO, Petrushenko VS, Zapisetskaya Yu S. Population­ based biobank for analyzing the frequencies of clinically relevant DNA markers in the Russian population: bioinformatic aspects. Cardiovascular Therapy and Prevention. 2020;19(6):2732. (In Russ.) doi:10.15829/1728­88002020­2732.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Балановская Е. В., Петрушенко В. С., Кошель С. М. и др. Картографический атлас распространения 45 фармакогенетических маркеров в народонаселении России и сопредельных стран. Вестник Российского государственного медицинского университета. 2020(6):39­52. doi:10.24075/vrgmu.2020.080.</mixed-citation><mixed-citation xml:lang="en">Balanovska EV, Petrushenko VS, Koshel SM, et al. Cartographic atlas of frequency variation for 45 pharmacogenetic markers in populations of Russia and its neighbor states. Bulletin of RSMU. 2020(6):39­52. (In Russ.) doi:10.24075/vrgmu.2020.080.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Пылев В. Ю., Агджоян А. Т., Горин И. О. и др. Популяционный биобанк как основа для выявления пространственной изменчивости клинически значимых фармакогенетических биомаркеров сердечно­ сосудистых заболеваний. Кардиоваскулярная терапия и профилактика. 2022;21(11): 3430. doi:10.15829/1728­8800­2022­3430.</mixed-citation><mixed-citation xml:lang="en">Pylev VYu, Agdzhoyan AT, Gorin IO, et al. Population biobank as a basis for determining spatial variation of clinically relevant pharmacogenetic biomarkers of cardiovascular diseases. Cardiovascular Therapy and Prevention. 2022;21(11):3430. (In Russ.) 3430. doi:10.15829/1728­8800­2022­3430.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Balanovsky O, Petrushenko V, Mirzaev K, et al. Variation of genomic sites associated with severe Covid­19 across populations: global and national patterns. Pharmacogenomics Pers Med. 2021;4:1391­402. doi:10.2147/PGPM.S320609.</mixed-citation><mixed-citation xml:lang="en">Balanovsky O, Petrushenko V, Mirzaev K, et al. Variation of genomic sites associated with severe Covid­19 across populations: global and national patterns. Pharmacogenomics Pers Med. 2021;4:1391­402. doi:10.2147/PGPM.S320609.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Балановская Е. В., Горин И. О., Петрушенко В. С. и др. Геногеография в России и мире SNP­маркеров гена LZTFL1, ассоциированных с тяжелым течением COVID­19. Вестник Российского государственного медицинского университета. 2022;(5):31­40. doi:10.24075/vrgmu.2022.047.</mixed-citation><mixed-citation xml:lang="en">Balanovska EV, Gorin IO, Petrushenko VS, et al. Geographic distribution of the LZTFL1 SNP markers associated with severe COVID­19 in Russia and worldwide. Bulletin of RSMU. 2022;(5):3140. (In Russ.) doi:10.24075/vrgmu.2022.047.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Балановская Е. В., Рычков Ю. Г. Этническая генетика: этногеографическое разнообразие генофонда народов мира. Генетика. 1990;26(1):114­21.</mixed-citation><mixed-citation xml:lang="en">Balanovska EV, Rychkov Ju G. Ethnic genetics: ethnogeographical diversity of the gene pool of the world's peoples. Genetics. 1990;26(1):114­21. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Балановская Е. В., Нурбаев С. Д. Селективная структура генофонда. I. Возможности изучения. Генетика. 1997;33(11):1572.</mixed-citation><mixed-citation xml:lang="en">Balanovska EV, Nurbaev SD. The selective structure of the gene pool. I. Possibilities of studying. Genetics. 1997;33(11):1572. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Балановская Е. В., Нурбаев С. Д. Селективная структура генофонда. II. Стандартная технология определения через FST статистики. Генетика. 1998;34(9):1307­21.</mixed-citation><mixed-citation xml:lang="en">Balanovska EV, Nurbaev SD. Selective structure of the gene pool. II. Standard method using F (ST) statistics. Genetika. 1998;34(9):1307­21. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Balanovska EV, Nurbaev SD. Selective structure of the gene pool. III. Technology of determination through FST­statistics by means of numerical resampling. Genetics. 1998;34(10):143446. (In Russ.) Балановская Е.В, Нурбаев С. Д. Селективная структура генофонда. III. Технология определения через FSTстатистики с помощью численного ресэмплинга. Генетика. 1998;34(10):1434­46.</mixed-citation><mixed-citation xml:lang="en">Balanovska EV, Nurbaev SD. Selective structure of the gene pool. III. Technology of determination through FST­statistics by means of numerical resampling. Genetics. 1998;34(10):143446. (In Russ.) doi:10.1038/jhg.2010.7.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Piras I, Falchi A, Moral P, et al. Selective neutrality analysis of 17 STRs in Mediterranean populations. J Hum Genet. 2010; 55(4):207­14. doi:10.1038/jhg.2010.7.</mixed-citation><mixed-citation xml:lang="en">Piras I, Falchi A, Moral P, et al. Selective neutrality analysis of 17 STRs in Mediterranean populations. J Hum Genet. 2010; 55(4):207­14. doi:10.1038/jhg.2010.7.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Lotterhos KE, Whitlock MC. Evaluation of demographic history and neutral parameterization on the performance of FST outlier tests. Mol Ecol. 2014;23(9):2178­92. doi:10.1111/mec.12725.</mixed-citation><mixed-citation xml:lang="en">Lotterhos KE, Whitlock MC. Evaluation of demographic history and neutral parameterization on the performance of FST outlier tests. Mol Ecol. 2014;23(9):2178­92. doi:10.1111/mec.12725.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Bhatia G, Patterson N, Sankararaman S, et al. Estimating and interpreting FST: the impact of rare variants. Genome Res. 2013;23(9):1514­21. doi:10.1101/gr.154831.113.</mixed-citation><mixed-citation xml:lang="en">Bhatia G, Patterson N, Sankararaman S, et al. Estimating and interpreting FST: the impact of rare variants. Genome Res. 2013;23(9):1514­21. doi:10.1101/gr.154831.113.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Jin W, Xu S, Wang H, et al. Genome­wide detection of natural selection in African Americans pre­ and post­admixture. Genome Res. 2012;22(3):519­27. doi:10.1101/gr.124784.111.</mixed-citation><mixed-citation xml:lang="en">Jin W, Xu S, Wang H, et al. Genome­wide detection of natural selection in African Americans pre­ and post­admixture. Genome Res. 2012;22(3):519­27. doi:10.1101/gr.124784.111.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">McEvoy BP, Montgomery GW, McRae AF, et al. Geographical structure and differential natural selection among North European populations. Genome Res. 2009;19(5):804­14. doi:10.1101/gr.083394.108.</mixed-citation><mixed-citation xml:lang="en">McEvoy BP, Montgomery GW, McRae AF, et al. Geographical structure and differential natural selection among North European populations. Genome Res. 2009;19(5):804­14. doi:10.1101/gr.083394.108.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Barreiro LB, Laval G, Quach H, et al. Natural selection has driven population differentiation in modern humans. Nat Genet. 2008;40(3):340­5. doi:10.1038/ng.78.</mixed-citation><mixed-citation xml:lang="en">Barreiro LB, Laval G, Quach H, et al. Natural selection has driven population differentiation in modern humans. Nat Genet. 2008;40(3):340­5. doi:10.1038/ng.78.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Cherednichenko AA, Trifonova EA, Vagaitseva KV, et al. Association of the genenetic polymorphism of cytokines and their receptors with climate and geographic factors in human populations. Russ J Genet. 2014;50:1112­6. doi:10.1134/S1022795414100020.</mixed-citation><mixed-citation xml:lang="en">Cherednichenko AA, Trifonova EA, Vagaitseva KV, et al. Association of the genenetic polymorphism of cytokines and their receptors with climate and geographic factors in human populations. Russ J Genet. 2014;50:1112­6. doi:10.1134/S1022795414100020.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Sivadas A, Salleh MZ, Teh LK, et al. Genetic epidemiology of pharmacogenetic variants in South East Asian Malays using whole­ genome sequences. Pharmacogenomics J. 2017;17(5): 461­70. doi:10.1038/tpj.2016.39.</mixed-citation><mixed-citation xml:lang="en">Sivadas A, Salleh MZ, Teh LK, et al. Genetic epidemiology of pharmacogenetic variants in South East Asian Malays using whole­ genome sequences. Pharmacogenomics J. 2017;17(5): 461­70. doi:10.1038/tpj.2016.39.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Chang CC, Chow CC, Tellier LC, et al. Second­ generation PLINK: rising to the challenge of larger and richer datasets. Gigascience. 2015;4(1):s13742­015­0047­8. doi:10.1186/s13742­015­0047­8.</mixed-citation><mixed-citation xml:lang="en">Chang CC, Chow CC, Tellier LC, et al. Second­ generation PLINK: rising to the challenge of larger and richer datasets. Gigascience. 2015;4(1):s13742­015­0047­8. doi:10.1186/s13742­015­0047­8.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Балановская Е. В., Жабагин М. К., Агджоян А. Т. и др. Популяционные биобанки: принципы организации и перспективы применения в геногеографии и персонализированной медицине. Генетика. 2016;52(12):1371­87. doi:10.7868/S001667581612002X.</mixed-citation><mixed-citation xml:lang="en">Balanovska EV, Zhabagin MK, Agdzhoyan AT, et al. Population biobanks: organizational models and prospects of application in gene geography and personalized medicine. Genetics. 2016;52(12):1371­87. (In Russ.) doi:10.7868/S001667581612002X.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Patterson N, Price AL, Reich D. Population structure and eigenanalysis. PLoS Genet. 2006;2(12):e190. doi:10.1371/journal.pgen.0020190.</mixed-citation><mixed-citation xml:lang="en">Patterson N, Price AL, Reich D. Population structure and eigenanalysis. PLoS Genet. 2006;2(12):e190. doi:10.1371/journal.pgen.0020190.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Кошель С. М. Геоинформационные технологии в геногеографии. Современная географическая картография. 2012;158­66.</mixed-citation><mixed-citation xml:lang="en">Koshel' SM. Geoinformation technologies in genogeography. Modern geographical cartography. 2012;158­66. (In Russ.)</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>
