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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">vavilov</journal-id><journal-title-group><journal-title xml:lang="ru">Вавиловский журнал генетики и селекции</journal-title><trans-title-group xml:lang="en"><trans-title>Vavilov Journal of Genetics and Breeding</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">2500-3259</issn><publisher><publisher-name>Institute of Cytology and Genetics of Siberian Branch of the RAS</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.18699/vjgb-26-94</article-id><article-id custom-type="elpub" pub-id-type="custom">vavilov-5301</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>МЕДИЦИНСКАЯ ГЕНЕТИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MEDICAL GENETICS</subject></subj-group></article-categories><title-group><article-title>Особенности метилирования ДНК в пораженных тканях аорты при дилатации/аневризме и расслоении восходящего отдела</article-title><trans-title-group xml:lang="en"><trans-title>DNA methylation analysis of aortic wall tissue in ascending aortic dilatation/aneurysm and dissection</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гончарова</surname><given-names>И. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Goncharova</surname><given-names>I. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Томск</p></bio><bio xml:lang="en"><p>Tomsk</p></bio><email xlink:type="simple">irina.goncharova@medgenetics.ru</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>Зарубин</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Zarubin</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Томск</p></bio><bio xml:lang="en"><p>Tomsk</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Марков</surname><given-names>А. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Markov</surname><given-names>A. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Томск</p></bio><bio xml:lang="en"><p>Tomsk</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шипулина</surname><given-names>С. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Shipulina</surname><given-names>S. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Томск</p></bio><bio xml:lang="en"><p>Tomsk</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бабушкина</surname><given-names>Н. П.</given-names></name><name name-style="western" xml:lang="en"><surname>Babushkina</surname><given-names>N. P.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Томск</p></bio><bio xml:lang="en"><p>Tomsk</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Королёва</surname><given-names>Ю. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Koroleva</surname><given-names>Iu. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Томск</p></bio><bio xml:lang="en"><p>Tomsk</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Слепцов</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Sleptcov</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Томск</p></bio><bio xml:lang="en"><p>Tomsk</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Назаренко</surname><given-names>М. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Nazarenko</surname><given-names>M. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Томск</p></bio><bio xml:lang="en"><p>Tomsk</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Научно-исследовательский институт медицинской генетики Томского национального исследовательского медицинского центра Российской академии наук</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Research Institute of Medical Genetics, Tomsk National Research Medical Center of the Russian Academy of Sciences</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>13</day><month>10</month><year>2026</year></pub-date><volume>30</volume><issue>6</issue><fpage>938</fpage><lpage>948</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Гончарова И.А., Зарубин А.А., Марков А.В., Шипулина С.А., Бабушкина Н.П., Королёва Ю.А., Слепцов А.А., Назаренко М.С., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Гончарова И.А., Зарубин А.А., Марков А.В., Шипулина С.А., Бабушкина Н.П., Королёва Ю.А., Слепцов А.А., Назаренко М.С.</copyright-holder><copyright-holder xml:lang="en">Goncharova I.A., Zarubin A.A., Markov A.V., Shipulina S.A., Babushkina N.P., Koroleva I.A., Sleptcov A.A., Nazarenko M.S.</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://vavilov.elpub.ru/jour/article/view/5301">https://vavilov.elpub.ru/jour/article/view/5301</self-uri><abstract><p>Дилатация/аневризма и расслоение восходящей аорты относятся к жизнеугрожающим заболеваниям, и выявление эпигенетического ландшафта, регулирующего функционирование генома в клетках аорты при данной патологии, является актуальной задачей. В связи с этим в настоящем исследовании выполнена идентификация дифференциально метилированных генов (ДМГ) в тканях аорты при дилатации/аневризме и расслоении восходящего отдела с помощью реанализа данных по метилированию ДНК, представленных в открытом доступе в репозитории NCBI GEO (Gene Expression Omnibus). Проведен реанализ результатов исследований (GSE50192, GSE202047, GSE84274), реализованных на платформе Illumina Infinium HumanMethylation450 BeadChip. Биоинформатическая деконволюция клеточного состава тканей сосудов осуществлена с помощью алгоритма HEpiDISH, а также разработанного референса, включавшего набор CpG-сайтов, индекс метилирования которых специфичен для эндотелиальных клеток, фибробластов, гладкомышечных и иммунных клеток. Реанализ данных показал, что расслоение аорты и ее дилатация/ аневризма с двухстворчатым аортальным клапаном характеризуются специфическим профилем метилирования ДНК относительно интактной ткани аорты, поскольку различаются как по числу, так и по спектру ДМГ. Поправка на клеточный состав аннулирует основное количество ДМГ, но позволяет составить представление о наличии воспаления в ткани аорты, оцениваемого по степени инфильтрации ткани иммунными клетками, охарактеризовать роль воспалительного инфильтрата в нарушении целостности стенки аорты и выявить гены, отражающие различия, связанные с изучаемыми фенотипами, а не с межгрупповой гетерогенностью клеточных популяций. Гены NFIX, PCDH7, MED13L, LMO4, DIP2C, PLEKHF1, NKD1, C10orf41 (ZNF503-AS2), ARAP2, TBX3, TBX5, оставшиеся в статусе ДМГ после поправки на клеточный состав и экспрессируемые в отдельных клетках/цельной ткани аорты, могут рассматриваться как новые гены-кандидаты развития дилатации/аневризмы аорты у пациентов с двухстворчатым аортальным клапаном. Белковые продукты генов NFIX, LMO4, DIP2C, C10orf41 (ZNF503-AS2), MED13L, TBX3 и TBX5 являются транскрипционными факторами или регуляторами транскрипционной активности ДНК, а гена NKD1 – ингибитором сигнального пути Wnt. Полученные данные подчеркивают необходимость строгого подхода к формированию групп сравнения с полным описанием исследуемого фенотипа, включающим морфологию аортального клапана, и проведения исследований на уровне отдельных клеток.</p></abstract><trans-abstract xml:lang="en"><p>Ascending aortic dilatation/aneurysm and dissection are life-threatening cardiovascular conditions. However, the epigenetic regulatory mechanisms within aortic cells underlying these pathologies remain poorly understood. This study aimed to identify differentially methylated genes (DMGs) in aortic tissues from patients with ascending aortic dilatation/ aneurysm and dissection by performing a re-analysis of publicly available DNA methylation datasets. A re-analysis was conducted on three DNA methylation datasets (GSE50192, GSE202047, GSE84274) from the Illumina Infinium HumanMethylation450 BeadChip. To account for tissue heterogeneity, cellular deconvolution was performed using the HEpiDISH algorithm and a custom reference panel of cell-type-specific CpG sites for key vascular cell types (endothelial cells, fibroblasts, smooth muscle cells, immune cells). Our re-analysis revealed that aortic dissection and bicuspid aortic valve patients with aortic dilatation/aneurysm exhibit distinct DNA methylation profiles compared to intact aorta. These pathologies differ from each other in the number and the spectrum of DMGs. The adjustment for cellular heterogeneity eliminated the majority of the initially identified DMGs. However, this correction helped to make an assessment of vascular inflammation, characterize its impact on aortic wall stability, and identify genes with differential DNA methylation associated with the disease phenotypes, rather than with inter-group heterogeneity. The genes NFIX, PCDH7, MED13L, LMO4, DIP2C, PLEKHF1, NKD1, C10orf41 (ZNF503-AS2), ARAP2, TBX3, and TBX5, which remained in the DMG status after adjustment for cellular composition and are expressed in individual cells/whole aortic tissue, can be considered as new candidate genes for the development of aortic dilatation/aneurysm in patients with bicuspid aortic valve. NFIX, LMO4, DIP2C, C10orf41 (ZNF503-AS2), MED13L, TBX3, TBX5 are transcriptional regulators or modulators; NKD1 is a recognized inhibitor of the Wnt pathway. Our findings highlight the necessity of a rigorous approach to cohort design, which includes comprehensive phenotyping (encompassing aortic valve morphology) and underscore the importance of future single-cell investigations.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>дилатация/аневризма восходящей аорты</kwd><kwd>расслоение восходящей аорты</kwd><kwd>метилирование ДНК</kwd><kwd>HEpiDISH</kwd><kwd>поправка на клеточный состав</kwd></kwd-group><kwd-group xml:lang="en"><kwd>ascending aortic dilatation/aneurysm</kwd><kwd>ascending aortic dissection</kwd><kwd>DNA methylation</kwd><kwd>HEpiDISH</kwd><kwd>cell-type adjustment</kwd></kwd-group><funding-group><funding-statement xml:lang="en">The study was funded and conducted as part of a basic research program of the Research Institute of Medical Genetics (Tomsk NRMC), No. 122020300041-7</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">Björck H.M., Du L., Pulignani S., Paloschi V., Lundströmer K., Kostina A.S., Österholm C., … Teixidó-Tura G., Maleki S., Franco-Cereceda A., Eriksson P.; Mechanistic Interrogation of Bicuspid Aortic Valve associated Aortopathy (MIBAVA) Leducq Consortium. 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