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<article article-type="conference-paper" 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">geroprob</journal-id><journal-title-group><journal-title xml:lang="ru">Проблемы геронауки</journal-title><trans-title-group xml:lang="en"><trans-title>Problems of Geroscience</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2949-4745</issn><issn pub-type="epub">2949-4753</issn><publisher><publisher-name>АНО «ОСО ИТЕМ»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.37586/2949-4745-4-2024-218-222</article-id><article-id custom-type="elpub" pub-id-type="custom">geroprob-83</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>Материалы IV Международного конгресса «Управление старением. Медицина здорового долголетия» (Москва, 19–20 декабря 2024 года)</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>Abstracts of the IV International Congress “Management of Aging. Medicine for healthy longevity" (Moscow, December 19–20, 2024)</subject></subj-group></article-categories><title-group><article-title>Полногеномное исследование феномена долголетия в Российской Федерации</article-title><trans-title-group xml:lang="en"><trans-title>Genome-wide study of the longevity phenomenon in the Russian Federation</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6025-7663</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Мамчур</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Mamchur</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Мамчур Александра Александровна</p><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><email xlink:type="simple">amamchur@cspfmba.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/0000-0001-8977-4384</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Каштанова</surname><given-names>Д. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Kashtanova</surname><given-names>D. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0547-3280</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Даниэль</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Daniel</surname><given-names>V. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0004-7070-5636</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Иванов</surname><given-names>М. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Ivanov</surname><given-names>M. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4604-7261</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Зеленова</surname><given-names>Е. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Zelenova</surname><given-names>E. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3021-1760</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бруттан</surname><given-names>М. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Bruttan</surname><given-names>M. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5167-2112</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Джуманиязова</surname><given-names>И. Х.</given-names></name><name name-style="western" xml:lang="en"><surname>Dzhumaniyazova</surname><given-names>I. Kh.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0004-2039-9618</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Маткава</surname><given-names>Л. Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Matkava</surname><given-names>L. R.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0006-4549-7470</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Терехов</surname><given-names>М. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Terekhov</surname><given-names>M. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0006-4830-8057</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Румянцева</surname><given-names>А. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Rumyantseva</surname><given-names>A. M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9745-214X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Грамматикати</surname><given-names>К. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Grammatikati</surname><given-names>K. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0358-0568</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Митрофанов</surname><given-names>С. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Mitrofanov</surname><given-names>S. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9199-6258</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Юдин</surname><given-names>В. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Yudin</surname><given-names>V. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0003-8136-2379</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Максютина</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Maksyutina</surname><given-names>V. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0008-9095-7346</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Маралова</surname><given-names>Е. Д.</given-names></name><name name-style="western" xml:lang="en"><surname>Maralova</surname><given-names>E. D.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0148-1112</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ивашечкин</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Ivashechkin</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7951-2003</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Некрасова</surname><given-names>А. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Nekrasova</surname><given-names>A. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3657-0676</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Стражеско</surname><given-names>И. Д.</given-names></name><name name-style="western" xml:lang="en"><surname>Strazhesko</surname><given-names>I. D.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9495-0266</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Макаров</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Makarov</surname><given-names>V. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7378-983X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кескинов</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Keskinov</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4193-688X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ткачева</surname><given-names>О. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Tkacheva</surname><given-names>O. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7942-8004</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Юдин</surname><given-names>С. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Yudin</surname><given-names>S. M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2815-280X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Скворцова</surname><given-names>В. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Skvortsova</surname><given-names>V. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Москва</p></bio><bio xml:lang="en"><p> Moscow </p></bio><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>ФГБУ «Центр стратегического планирования и управления медико-биологическими рисками здоровью» Федерального медико-биологического агентства (ФГБУ «ЦСП» ФМБА России)</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Center for Strategic Planning and Management of Biomedical Health Risks of the Federal Medical Biological Agency</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>ФГАОУ ВО РНИМУ им. Н.И. Пирогова Минздрава России (Пироговский Университет)</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Russian Clinical Research Center for Gerontology, Pirogov Russian National Research Medical University of the Ministry of Health of the Russian Federation</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Федеральное медико-биологическое агентство (ФМБА России)</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Federal Medical-Biological Agency (FMBA) of Russia</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>21</day><month>02</month><year>2025</year></pub-date><volume>0</volume><issue>4</issue><fpage>218</fpage><lpage>222</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Мамчур А.А., Каштанова Д.А., Даниэль В.В., Иванов М.В., Зеленова Е.А., Бруттан М.В., Джуманиязова И.Х., Маткава Л.Р., Терехов М.В., Румянцева А.М., Грамматикати К.С., Митрофанов С.И., Юдин В.С., Максютина В.В., Маралова Е.Д., Ивашечкин А.А., Некрасова А.И., Стражеско И.Д., Макаров В.В., Кескинов А.А., Ткачева О.Н., Юдин С.М., Скворцова В.И., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Мамчур А.А., Каштанова Д.А., Даниэль В.В., Иванов М.В., Зеленова Е.А., Бруттан М.В., Джуманиязова И.Х., Маткава Л.Р., Терехов М.В., Румянцева А.М., Грамматикати К.С., Митрофанов С.И., Юдин В.С., Максютина В.В., Маралова Е.Д., Ивашечкин А.А., Некрасова А.И., Стражеско И.Д., Макаров В.В., Кескинов А.А., Ткачева О.Н., Юдин С.М., Скворцова В.И.</copyright-holder><copyright-holder xml:lang="en">Mamchur A.A., Kashtanova D.A., Daniel V.V., Ivanov M.V., Zelenova E.A., Bruttan M.V., Dzhumaniyazova I.K., Matkava L.R., Terekhov M.V., Rumyantseva A.M., Grammatikati K.S., Mitrofanov S.I., Yudin V.S., Maksyutina V.V., Maralova E.D., Ivashechkin A.A., Nekrasova A.I., Strazhesko I.D., Makarov V.V., Keskinov A.A., Tkacheva O.N., Yudin S.M., Skvortsova V.I.</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.geronauka.com/jour/article/view/83">https://www.geronauka.com/jour/article/view/83</self-uri><abstract><sec><title>ВВЕДЕНИЕ</title><p>ВВЕДЕНИЕ. На данный момент известно более 100 генов-кандидатов, потенциально определяющих продолжительность жизни, среди которых APOE, FOXO1A, GF1, IGF1, INCR, TP53 и другие. Однако, несмотря на множество проведенных исследований, на сегодняшний день вопрос о молекулярно-генетических механизмах долголетия остается открытым в связи с низким уровнем воспроизводимости результатов. Более того, предыдущие исследования преимущественно сосредоточены на экзомах, то есть не рассматривают межгенные регуляторные участки ДНК.</p></sec><sec><title>ЦЕЛЬ ИССЛЕДОВАНИЯ</title><p>ЦЕЛЬ ИССЛЕДОВАНИЯ. Целью нашего исследования стало изучение молекулярно-генетических механизмов долголетия и создание прогностической модели, оценивающей шанс достижения возраста 90 лет.</p></sec><sec><title>МАТЕРИАЛЫ И МЕТОДЫ</title><p>МАТЕРИАЛЫ И МЕТОДЫ. Для исследования генетических предикторов долголетия были набраны 10 157 человек, включая 3066 долгожителей (90+ лет). Набор долгожителей осуществлялся совместно с ОСП РГНКЦ ФГАОУ ВО РНИМУ им. Н.И. Пирогова Минздрава России, остальные участники входят в базу данных ФГБУ «ЦСП» ФМБА России. Для всех участников был собран подробный анамнез (включая информацию о наличии хронических заболеваний), а также проведено полногеномное секвенирование ДНК клеток крови. При определении сохранных долгожителей мы используем калькулятор фенотипов старения, основанный на машинном обучении, разработанный нами ранее в ФГБУ «ЦСП» ФМБА России [<xref ref-type="bibr" rid="cit1">1</xref>].</p></sec><sec><title>РЕЗУЛЬТАТЫ</title><p>РЕЗУЛЬТАТЫ. Проведенный полногеномный поиск ассоциаций (GWAS) с участием 3066 долгожителей (90+ лет) и 7091 человека в возрасте от 18 до 75 лет позволил не только подтвердить известную ассоциацию вариантов гена APOE c долголетием, но и обнаружить новые ассоциации в генах TMEM59, LRRC7, FHIT, CPLX1, DDX31, GRIN1, DHX32, CACNA1C, FBXO21 и UBBP4. На основе результатов данного анализа построена полигенная шкала, оценивающая шанс человека стать долгожителем (ROC AUC = 0,78). Однако долгожители являются фенотипически гетерогенной группой, в связи с чем может быть недостаточно определения только шанса дожить до 90 лет — необходимо также дать ответ о функциональной сохранности в этом возрасте. Геномы сохранных долгожителей сравнивались сгеномами несохранных долгожителей, а также со здоровой популяционной выборкой. Оказалось, что достижение именно сохранного долголетия опосредовано совершенно иными молекулярными механизмами, нежели более широкий фенотип, и ассоциировано с генами NAV1, SDK1, ARHGAP39 и ITGAE. Также отмечена потенциально важная роль регуляторных РНК, в частности антисмысловой РНК к гену IPO9, в формировании сохранного фенотипа старения.</p></sec><sec><title>ВЫВОДЫ</title><p>ВЫВОДЫ. Данное исследование генетических основ долголетия показало, что нет одного механизма, который стал бы единственным и ключевым предиктором продолжительности жизни. Долголетие было и остается многофакторным. Однако проведенная работа позволила подтвердить на российской популяции ассоциацию вариантов в гене APOE с продолжительностью жизни, а также отметить множество новых полиморфизмов, связанных с долголетием. Предложена полигенная шкала, предсказывающая шанс достижения возраста долголетия с точностью свыше 78%. Особо отмечена важная роль регуляторных участков генома в формировании фенотипа. Более того, достижение именно сохранного долголетия оказалось опосредовано совершенно иными молекулярными механизмами, нежели более широкий фенотип, и ассоциировано с генами NAV1, SDK1, ARHGAP39 и ITGAE.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>BACKGROUND</title><p>BACKGROUND. More than one hundred candidate genes have been associated with longevity, including APOE, FOXO1A, GF1, IGF1, INCR, TP53, etc. Despite extensive research, the precise molecular and genetic underpinnings remain elusive due to the low reproducibility of the findings. Moreover, most studies have focused on exomes and have neglected intergenic regulatory regions of DNA.</p></sec><sec><title>AIM</title><p>AIM. To examine the genetic and molecular basis of longevity and create a prognostic model that assesses the chance of reaching the age of 90.</p></sec><sec><title>MATERIALS AND METHODS</title><p>MATERIALS AND METHODS. To study the genetic predictors of longevity, 10,157 people were recruited, including 3,066 long-living individuals (90+ years). The recruitment of long-living individuals was carried out jointly with the Russian Clinical Research Center for Gerontology; other participants have been included from the database of the Center for Strategic Planning and Management of Biomedical Health Risks” of the Federal Medical-Biological Agency. A comprehensive medical history was collected for all participants (including data on chronic conditions), and wholegenome sequencing of blood cell DNA was performed. When determining the healthy long-living individuals, we have utilized the machine learningbased calculator of aging phenotype previously developed by us [<xref ref-type="bibr" rid="cit1">1</xref>].</p></sec><sec><title>RESULTS</title><p>RESULTS. A genome-wide association study (GWAS) involving 3,066 longliving individuals (90+ years) and 7,091 people aged 18 to 75 years confirmed the known association of APOE gene variants with longevity. Additionally, we discovered new associations in the TMEM59, LRRC7, FHIT, CPLX1, DDX31, GRIN1, DHX32, CACNA1C, FBXO21 and UBBP4 genes. The obtained results helped construct a polygenic score, which assesses an individual chance of becoming a long-living individual (ROC AUC = 0.78). However, long-living individuals are a phenotypically heterogeneous group, so determining only the chance of living to 90 years may not be enough. The functional status at this age should also be addressed. The genomes of healthy long-living individuals were compared with the genomes of ailing long-living individuals and those of a healthy population sample. Healthy longevity is mediated by completely different molecular mechanisms than the broader phenotype, and is associated with the genes NAV1, SDK1, ARHGAP39 and ITGAE. Regulatory RNAs, particularly the antisense RNA to the mRNA of the IPO9 gene product, were shown to significantly affect healthy longevity.</p></sec><sec><title>CONCLUSIONS</title><p>CONCLUSIONS. This study of the genetic basis of longevity has shown that there is no single mechanism that would be a single and key predictor for life expectancy. Longevity has been and remains a multifactorial phenomenon. However, this work confirmed the association of variants in the APOE gene with life expectancy in the Russian population, as well as detected many new polymorphisms associated with longevity. A polygenic scale was proposed that predicts the chance of reaching the age of longevity with an accuracy of over 78%. The important role of regulatory regions of the genome in the phenotype formation was specifically highlighted. Moreover, the achievement of healthy longevity turned out to be mediated by completely different molecular mechanisms than the broader phenotype, and is associated with the genes NAV1, SDK1, ARHGAP39, and ITGAE.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>долгожители</kwd><kwd>здоровое долголетие</kwd><kwd>GWAS</kwd><kwd>APOE</kwd></kwd-group><kwd-group xml:lang="en"><kwd>long-living adults</kwd><kwd>healthy longevity</kwd><kwd>GWAS</kwd><kwd>APOE</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">Mamchur A., Sharashkina N., Erema V., Kashtanova D., Ivanov M., Bruttan M., Zelenova E., Shelly E., Ostapenko V., Dzhumaniiazova I., Matkava L., Yudin V., Akopyan A., Strazhesko I., Maytesyan L., Tarasova I., Beloshevskaya O., Keskinov A., Tkacheva O., Yudin S. Machine Learning-Based Decision-Making in Geriatrics: Aging Phenotype Calculator and Survival Prognosis. Aging and disease. 2024. https://doi.org/10.14336/AD.2024.0120</mixed-citation><mixed-citation xml:lang="en">Mamchur A., Sharashkina N., Erema V., Kashtanova D., Ivanov M., Bruttan M., Zelenova E., Shelly E., Ostapenko V., Dzhumaniiazova I., Matkava L., Yudin V., Akopyan A., Strazhesko I., Maytesyan L., Tarasova I., Beloshevskaya O., Keskinov A., Tkacheva O., Yudin S. Machine Learning-Based Decision-Making in Geriatrics: Aging Phenotype Calculator and Survival Prognosis. Aging and disease. 2024. https://doi.org/10.14336/AD.2024.0120</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>
