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<article 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" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="research-article" dtd-version="1.2" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">Russian Journal of Genetics</journal-id><journal-title-group><journal-title xml:lang="en">Russian Journal of Genetics</journal-title><trans-title-group xml:lang="ru"><trans-title>Генетика</trans-title></trans-title-group></journal-title-group><issn publication-format="print">0016-6758</issn><issn publication-format="electronic">3034-5103</issn><publisher><publisher-name xml:lang="en">The Russian Academy of Sciences</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">682200</article-id><article-id pub-id-type="doi">10.31857/S0016675825040043</article-id><article-id pub-id-type="edn">UBJTVM</article-id><article-categories><subj-group subj-group-type="toc-heading"><subject>ГЕНЕТИКА ЖИВОТНЫХ</subject></subj-group><subj-group subj-group-type="article-type"><subject>Research Article</subject></subj-group></article-categories><title-group><article-title xml:lang="en">Whole genome RNA sequencing of spermatozoa from holstein bulls with various cryoresistance</article-title><trans-title-group xml:lang="ru"><trans-title>Полногеномное РНК-секвенирование сперматозоидов быков голштинской породы с различной криорезистентностью</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Barkova</surname><given-names>O. Yu.</given-names></name><name xml:lang="ru"><surname>Баркова</surname><given-names>О. Ю.</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>All-Russian Research Institute of Genetics and Breeding of Farm Animals (VNIIGRZh)</p></bio><bio xml:lang="ru"><p>Всероссийский научно-исследовательский институт генетики и разведения сельскохозяйственных животных</p></bio><email>barkoffws@list.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Starikova</surname><given-names>D. A.</given-names></name><name xml:lang="ru"><surname>Старикова</surname><given-names>Д. А.</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>All-Russian Research Institute of Genetics and Breeding of Farm Animals (VNIIGRZh)</p></bio><bio xml:lang="ru"><p>Всероссийский научно-исследовательский институт генетики и разведения сельскохозяйственных животных</p></bio><email>barkoffws@list.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Chistyakova</surname><given-names>I. V.</given-names></name><name xml:lang="ru"><surname>Чистякова</surname><given-names>И. В.</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>All-Russian Research Institute of Genetics and Breeding of Farm Animals (VNIIGRZh)</p></bio><bio xml:lang="ru"><p>Всероссийский научно-исследовательский институт генетики и разведения сельскохозяйственных животных</p></bio><email>barkoffws@list.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Pleshanov</surname><given-names>N. V.</given-names></name><name xml:lang="ru"><surname>Плешанов</surname><given-names>Н. В.</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>All-Russian Research Institute of Genetics and Breeding of Farm Animals (VNIIGRZh)</p></bio><bio xml:lang="ru"><p>Всероссийский научно-исследовательский институт генетики и разведения сельскохозяйственных животных</p></bio><email>barkoffws@list.ru</email><xref ref-type="aff" rid="aff1"/></contrib></contrib-group><aff-alternatives id="aff1"><aff><institution xml:lang="en">L.K. Ernst Federal Research Center for Animal Husbandry</institution></aff><aff><institution xml:lang="ru">Федеральный исследовательский центр животноводства – ВИЖ им. акад. Л.К. Эрнста</institution></aff></aff-alternatives><pub-date date-type="pub" iso-8601-date="2025-04-27" publication-format="electronic"><day>27</day><month>04</month><year>2025</year></pub-date><volume>61</volume><issue>4</issue><fpage>29</fpage><lpage>40</lpage><history><date date-type="received" iso-8601-date="2025-06-03"><day>03</day><month>06</month><year>2025</year></date></history><permissions><copyright-statement xml:lang="en">Copyright ©; 2025, Russian Academy of Sciences</copyright-statement><copyright-statement xml:lang="ru">Copyright ©; 2025, Российская академия наук</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="en">Russian Academy of Sciences</copyright-holder><copyright-holder xml:lang="ru">Российская академия наук</copyright-holder></permissions><self-uri xlink:href="https://transsyst.ru/0016-6758/article/view/682200">https://transsyst.ru/0016-6758/article/view/682200</self-uri><abstract xml:lang="en"><p>Whole-genome RNA sequencing (RNA-Seq) was performed to compare sperm transcript profiles from bulls with different sperm productivity characteristics and cryotolerance. Ejaculates from Holstein bulls classified as having high and low cryopreservability and sperm productivity (НСS and LCS), respectively; <italic>n</italic> = 3 bulls per group) were analyzed for post-thaw motility, mitochondrial membrane potential, plasma membrane integrity, and acrosomes. Total RNA was isolated from decryopreserved spermatozoa from GSF and PSF bulls and subjected to RNA-seq (Illumina NextSeq 500 platform), and transcript arrays were assessed using DESeq2, DESeq packages in each bull's spermatozoa. Several differentially expressed genes (DEGs) related to inflammation (<italic>IRG1, MMP12</italic>), spermatogenesis (<italic>Col4A2,</italic>), and unknown function (<italic>LOC 781178, LOC618942</italic>) were identified that were preferentially downregulated in ejaculates with poor cryotolerance.</p></abstract><trans-abstract xml:lang="ru"><p>Полногеномное РНК-секвенирование было проведено для сравнения профилей транскриптов сперматозоидов быков с различными продуктивными характеристиками и способностью спермы к криоконсервации. Исследовали эякуляты быков голштинской породы, которые были классифицированы как имеющие высокую и низкую криорезистентность и высокое и низкое качество спермы (<italic>n</italic> = 3 быка в группе), оценив характеристики подвижности после размораживания, потенциал митохондриальной мембраны, целостность плазматической мембраны и акросомы. Общая РНК была выделена из декриоконсервированных сперматозоидов быков групп GSF и PSF и подвергнута РНК-секвенированию (платформа Illumina NextSeq 500), массив транскриптов оценивался с помощью пакетов DESeq2, DESeq в сперматозоидах каждого быка. Идентифицировано несколько дифференциально экспрессируемых генов (DEG), связанных с воспалением (<italic>IRG1, MMP12</italic>), сперматогенезом (<italic>Col4A2</italic>) и с неизвестной функцией (<italic>LOC 781178, LOC618942</italic>), которые преимущественно были подавлены в эякулятах с плохой криорезистентностью.</p></trans-abstract><kwd-group xml:lang="en"><kwd>bulls</kwd><kwd>spermatozoa</kwd><kwd>cryopreservation</kwd><kwd>RNA-Seq</kwd><kwd>gene expression</kwd><kwd>biomarkers</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>быки</kwd><kwd>сперматозоиды</kwd><kwd>криоконсервация</kwd><kwd>РНК-Seq</kwd><kwd>экспрессия генов</kwd><kwd>биомаркеры</kwd></kwd-group><funding-group><award-group><funding-source><institution-wrap><institution xml:lang="ru">Российский научный фонд</institution></institution-wrap><institution-wrap><institution xml:lang="en">Russian Science Foundation</institution></institution-wrap></funding-source><award-id>22-76-10041</award-id></award-group></funding-group></article-meta></front><body></body><back><ref-list><ref id="B1"><label>1.</label><mixed-citation>Benson J.D., Woods E.J., Walters E.M. et al. 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