<?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">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-22-07</article-id><article-id custom-type="elpub" pub-id-type="custom">vavilov-3261</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>АКТУАЛЬНЫЕ ТЕХНОЛОГИИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MAINSTREAM TECHNOLOGIES</subject></subj-group></article-categories><title-group><article-title>De novo сборка и анализ транскриптома сибирской лягушки Rana amurensis</article-title><trans-title-group xml:lang="en"><trans-title>De novo assembly and analysis of the transcriptome of the Siberian wood frog Rana amurensis</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9842-8181</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Смирнов</surname><given-names>Д. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Smirnov</surname><given-names>D. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Беэр-Шева; Москва</p></bio><bio xml:lang="en"><p>Moscow; Beer Sheva</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/0000-0001-5604-5601</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шеховцов</surname><given-names>С. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Shekhovtsov</surname><given-names>S. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p> Магадан; Новосибирск</p></bio><bio xml:lang="en"><p>Magadan; Novosibirsk</p></bio><email xlink:type="simple">shekhovtsov@bionet.nsc.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7167-4481</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шипова</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Shipova</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Новосибирск</p></bio><bio xml:lang="en"><p>Novosibirsk</p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4978-8495</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Газизова</surname><given-names>Г. Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Gazizova</surname><given-names>G. R.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Казань</p></bio><bio xml:lang="en"><p> Kazan</p></bio><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2339-261X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шагимарданова</surname><given-names>Е. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Shagimardanova</surname><given-names>E. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Казань</p></bio><bio xml:lang="en"><p> Kazan</p></bio><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3000-6476</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Булахова</surname><given-names>Н. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Bulakhova</surname><given-names>N. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Магадан</p></bio><bio xml:lang="en"><p>Magadan</p></bio><xref ref-type="aff" rid="aff-5"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8089-4734</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Мещерякова</surname><given-names>Е. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Meshcheryakova</surname><given-names>E. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Магадан</p></bio><bio xml:lang="en"><p>Magadan</p></bio><xref ref-type="aff" rid="aff-5"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5652-0553</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Полубоярова</surname><given-names>Т. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Poluboyarova</surname><given-names>T. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Новосибирск</p></bio><bio xml:lang="en"><p>Novosibirsk</p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6188-9139</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Храмеева</surname><given-names>Е. Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Khrameeva</surname><given-names>E. E.</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-6"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3524-0456</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Пельтек</surname><given-names>С. Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Peltek</surname><given-names>S. E.</given-names></name></name-alternatives><bio xml:lang="ru"><p> Новосибирск</p></bio><bio xml:lang="en"><p>Novosibirsk</p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2137-1324</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Берман</surname><given-names>Д. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Berman</surname><given-names>D. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Магадан</p></bio><bio xml:lang="en"><p>Magadan</p></bio><xref ref-type="aff" rid="aff-5"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Центр наук о жизни Сколковского института науки и технологий;  Университет им. Давида Бен-Гуриона в Негеве, Отделение наук о жизни<country>Израиль</country></aff><aff xml:lang="en">Center of Life Sciences, Skolkovo Institute of Science and Technology; Ben-Gurion University of the Negev, Department of Life Sciences<country>Israel</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">Институт биологических проблем Севера Дальневосточного отделения Российской академии наук;  Федеральный исследовательский центр Институт цитологии и генетики Сибирского отделения Российской академии наук<country>Россия</country></aff><aff xml:lang="en">Institute of the Biological Problems of the North of the Far-Eastern Branch of the Russian Academy of Sciences;  Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences<country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru">Федеральный исследовательский центр Институт цитологии и генетики Сибирского отделения Российской академии наук<country>Россия</country></aff><aff xml:lang="en">Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences<country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-4"><aff xml:lang="ru">Институт фундаментальной медицины и биологии Казанского федерального университета<country>Россия</country></aff><aff xml:lang="en">Institute of Fundamental Medicine and Biology, Kazan Federal University<country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-5"><aff xml:lang="ru">Институт биологических проблем Севера Дальневосточного отделения Российской академии наук<country>Россия</country></aff><aff xml:lang="en">Institute of the Biological Problems of the North of the Far-Eastern Branch of the Russian Academy of Sciences<country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-6"><aff xml:lang="ru">Центр наук о жизни Сколковского института науки и технологий<country>Россия</country></aff><aff xml:lang="en">Center of Life Sciences, Skolkovo Institute of Science and Technology<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>02</day><month>03</month><year>2022</year></pub-date><volume>26</volume><issue>1</issue><fpage>109</fpage><lpage>116</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Смирнов Д.Н., Шеховцов С.В., Шипова А.А., Газизова Г.Р., Шагимарданова Е.И., Булахова Н.А., Мещерякова Е.Н., Полубоярова Т.В., Храмеева Е.Е., Пельтек С.Е., Берман Д.И., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Смирнов Д.Н., Шеховцов С.В., Шипова А.А., Газизова Г.Р., Шагимарданова Е.И., Булахова Н.А., Мещерякова Е.Н., Полубоярова Т.В., Храмеева Е.Е., Пельтек С.Е., Берман Д.И.</copyright-holder><copyright-holder xml:lang="en">Smirnov D.N., Shekhovtsov S.V., Shipova A.A., Gazizova G.R., Shagimardanova E.I., Bulakhova N.A., Meshcheryakova E.N., Poluboyarova T.V., Khrameeva E.E., Peltek S.E., Berman D.I.</copyright-holder><license 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/3261">https://vavilov.elpub.ru/jour/article/view/3261</self-uri><abstract><p>Сибирская лягушка Rana amurensis Boulenger, 1886 – наиболее устойчивый к гипоксии вид амфибий. Она может прожить несколько месяцев при почти полном отсутствии кислорода. О механизмах этой замечательной устойчивости мало что известно, отчасти потому, что исследования геномов амфибий затруднены из-за их большого размера. Чтобы сделать сибирскую лягушку более доступной для генетического анализа, мы провели секвенирование и сборку de novo транскриптома мозга R. amurensis в условиях гипоксии и нормоксии, а также для сердца – в нормоксии. Для сборки транскриптома de novo использовали парные прочтения длиной 125 п.н., полученные для мозга сибирской лягушки в нормоксии и гипоксии, а также для сердца контрольных особей. В транскриптоме, собранном из примерно 100 млн ридов, 81.5 % транскриптов были аннотированы как полные, 5.3 – как фрагментированные и 13.2 % – как отсутствующие. Мы обнаружили 59 078 известных транскриптов, которые были сгруппированы в 22251 ген, 11482 из них были отнесены к определенным категориям Gene Ontology. Среди них – 6696 генов, участвующих в белок-белковом взаимодействии, 3531 ген, кодирующий белок с каталитической функцией, и 576 генов, связанных с транспортной активностью. Для большинства транскриптов были установлены тканеспецифичные различия в экспрессии. Известно, что нейротрансмиттеры играют важную роль в ответе на гипоксию различных организмов, устойчивых к недостатку кислорода. Поиск генов, кодирующих рецепторы важнейших нейромедиаторов, которые могут участвовать в реакции на гипоксию, выявил набор экспрессируемых рецепторов дофамина, серотонина, гамма-аминомасляной кислоты (ГАМК), глутамата, ацетилхолина и норадреналина. При этом не обнаружено транскриптов для рецепторов гистамина. Данные, полученные в нашей работе, представляют собой ценный ресурс для исследования механизмов толерантности к гипоксии у сибирской лягушки, а также для изучения амфибий в целом</p></abstract><trans-abstract xml:lang="en"><p>The Siberian wood frog Rana amurensis Boulenger, 1886 is the most hypoxia-tolerant amphibian. It can survive for several months in an almost complete absence of oxygen. Little is known about the mechanisms of this remarkable resilience, in part because studies of amphibian genomes are impeded by their large size. To make the Siberian wood frog more amenable for genetic analysis, we performed transcriptome sequencing and de novo assembly for the R. amurensis brain under hypoxia and normoxia, as well as for the normoxic heart. In order to build a de novo transcriptome assembly of R. amurensis, we utilized 125-bp paired-end reads obtained from the brain under normoxia and hypoxia conditions, and from the heart under normoxia. In the transcriptome assembled from about 100,000,000 reads, 81.5 % of transcripts were annotated as complete, 5.3 % as fragmented, and 13.2 % as missing. We detected 59,078 known transcripts that clustered into 22,251 genes; 11,482 of them were assigned to specific GO categories. Among them, we found 6696 genes involved in protein binding, 3531 genes involved in catalytic activity, and 576 genes associated with transporter activity. A search for genes encoding receptors of the most important neurotransmitters, which may participate in the response to hypoxia, resulted in a set of expressed receptors of dopamine, serotonin, GABA, glutamate, acetylcholine, and norepinephrine. Unexpectedly, no transcripts for histamine receptors were found. The data obtained in this study create a valuable resource for studying the mechanisms of hypoxia tolerance in the Siberian wood frog, as well as for amphibian studies in general.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>сибирская лягушка</kwd><kwd>Rana amurensis</kwd><kwd>транскриптом</kwd><kwd>сборка de novo</kwd><kwd>нейромедиаторы</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Siberian wood frog</kwd><kwd>Rana amurensis</kwd><kwd>transcriptome</kwd><kwd>de novo assembly</kwd><kwd>neurotransmitters</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">Bairoch A., Apweiler R. The SWISS-PROT protein sequence data bank and its supplement TrEMBL in 1999. Nucleic Acids Res. 1999; 27(1):49-54. DOI 10.1093/nar/27.1.49.</mixed-citation><mixed-citation xml:lang="en">Bairoch A., Apweiler R. The SWISS-PROT protein sequence data bank and its supplement TrEMBL in 1999. Nucleic Acids Res. 1999; 27(1):49-54. DOI 10.1093/nar/27.1.49.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Berman D.I., Bulakhova N.A., Meshcheryakova E.N. The Siberian wood frog survives for months underwater without oxygen. Sci. Rep. 2019;9(1):13594. DOI 10.1038/s41598-018-31974-6.</mixed-citation><mixed-citation xml:lang="en">Berman D.I., Bulakhova N.A., Meshcheryakova E.N. The Siberian wood frog survives for months underwater without oxygen. Sci. Rep. 2019;9(1):13594. DOI 10.1038/s41598-018-31974-6.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Berman D.I., Bulakhova N.A., Meshcheryakova E.N., Shekhovtsov S.V. Overwintering and cold tolerance in the moor frog (Rana arvalis) across its range. Can. J. Zool. 2020;98(11):705-714. DOI 10.1139/ cjz-2019-0179.</mixed-citation><mixed-citation xml:lang="en">Berman D.I., Bulakhova N.A., Meshcheryakova E.N., Shekhovtsov S.V. Overwintering and cold tolerance in the moor frog (Rana arvalis) across its range. Can. J. Zool. 2020;98(11):705-714. DOI 10.1139/ cjz-2019-0179.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Berman D.I., Leirikh A.N., Meshcheryakova E.N. The Schrenck newt (Salamandrella schrenckii, Amphibia, Caudata, Hynobiidae) is the second amphibian that withstands extremely low temperatures. Dokl. Biol. Sci. 2010;431(1):131-134. DOI 10.1134/S00124966100 20171.</mixed-citation><mixed-citation xml:lang="en">Berman D.I., Leirikh A.N., Meshcheryakova E.N. The Schrenck newt (Salamandrella schrenckii, Amphibia, Caudata, Hynobiidae) is the second amphibian that withstands extremely low temperatures. Dokl. Biol. Sci. 2010;431(1):131-134. DOI 10.1134/S00124966100 20171.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Berman D.I., Leirikh A.N., Mikhailova E.I. Winter hibernation of the Siberian salamander Hynobius keyserlingi. J. Evol. Biochem. Physiol. 1984;3(1–2):323-327. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Berman D.I., Leirikh A.N., Mikhailova E.I. Winter hibernation of the Siberian salamander Hynobius keyserlingi. J. Evol. Biochem. Physiol. 1984;3(1–2):323-327. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Berman D.I., Meshcheryakova E.N., Bulakhova N.A. The Japanese tree frog (Hyla japonica), one of the most cold-resistant species of amphibians. Dokl. Biol. Sci. 2016a;471(1):276-279. DOI 10.1134/ S0012496616060065.</mixed-citation><mixed-citation xml:lang="en">Berman D.I., Meshcheryakova E.N., Bulakhova N.A. The Japanese tree frog (Hyla japonica), one of the most cold-resistant species of amphibians. Dokl. Biol. Sci. 2016a;471(1):276-279. DOI 10.1134/ S0012496616060065.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Berman D.I., Meshcheryakova E.N., Bulakhova N.A. Extreme negative temperatures and body mass loss in the Siberian salamander (Salamandrella keyserlingii, Amphibia, Hynobiidae). Dokl. Biol. Sci. 2016b;468(1):137-141. DOI 10.1134/S001249661603011X.</mixed-citation><mixed-citation xml:lang="en">Berman D.I., Meshcheryakova E.N., Bulakhova N.A. Extreme negative temperatures and body mass loss in the Siberian salamander (Salamandrella keyserlingii, Amphibia, Hynobiidae). Dokl. Biol. Sci. 2016b;468(1):137-141. DOI 10.1134/S001249661603011X.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Bickler P.E., Buck L.T. Hypoxia tolerance in reptiles, amphibians, and fishes: Life with variable oxygen availability. Annu. Rev. Physiol. 2007;69(1):145-170. DOI 10.1146/annurev.physiol.69.031905. 162529.</mixed-citation><mixed-citation xml:lang="en">Bickler P.E., Buck L.T. Hypoxia tolerance in reptiles, amphibians, and fishes: Life with variable oxygen availability. Annu. Rev. Physiol. 2007;69(1):145-170. DOI 10.1146/annurev.physiol.69.031905. 162529.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Birol I., Behsaz B., Hammond S.A., Kucuk E., Veldhoen N., Helbing C.C. De novo transcriptome assemblies of Rana (Lithobates) catesbeiana and Xenopus laevis tadpole livers for comparative genomics without reference genomes. PLoS One. 2015;10(6): e0130720. DOI 10.1371/journal.pone.0130720.</mixed-citation><mixed-citation xml:lang="en">Birol I., Behsaz B., Hammond S.A., Kucuk E., Veldhoen N., Helbing C.C. De novo transcriptome assemblies of Rana (Lithobates) catesbeiana and Xenopus laevis tadpole livers for comparative genomics without reference genomes. PLoS One. 2015;10(6): e0130720. DOI 10.1371/journal.pone.0130720.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Bryant D.M., Johnson K., DiTommaso T., Tickle T., Couger M.B., Payzin-Dogru D., Lee T.J., Leigh N.D., Kuo T.-H., Davis F.G., Bateman J. A tissue-mapped axolotl de novo transcriptome enables identification of limb regeneration factors. Cell Rep. 2017;18(3):762- 776. DOI 10.1016/j.celrep.2016.12.063.</mixed-citation><mixed-citation xml:lang="en">Bryant D.M., Johnson K., DiTommaso T., Tickle T., Couger M.B., Payzin-Dogru D., Lee T.J., Leigh N.D., Kuo T.-H., Davis F.G., Bateman J. A tissue-mapped axolotl de novo transcriptome enables identification of limb regeneration factors. Cell Rep. 2017;18(3):762- 776. DOI 10.1016/j.celrep.2016.12.063.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Camacho C., Coulouris G., Avagyan V., Ma N., Papadopoulos J., Bealer K., Madden T.L. BLAST+: architecture and applications. BMC Bioinformatics. 2009;10(1):421. DOI 10.1186/1471-2105- 10-421.</mixed-citation><mixed-citation xml:lang="en">Camacho C., Coulouris G., Avagyan V., Ma N., Papadopoulos J., Bealer K., Madden T.L. BLAST+: architecture and applications. BMC Bioinformatics. 2009;10(1):421. DOI 10.1186/1471-2105- 10-421.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Chen S., Zhou Y., Chen Y., Gu J. fastp: an ultra-fast all-in-one FASTQ preprocessor. Bioinformatics. 2018;34(17):i884-i890. DOI 10.1093/ bioinformatics/bty560.</mixed-citation><mixed-citation xml:lang="en">Chen S., Zhou Y., Chen Y., Gu J. fastp: an ultra-fast all-in-one FASTQ preprocessor. Bioinformatics. 2018;34(17):i884-i890. DOI 10.1093/ bioinformatics/bty560.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Christenson M.K., Trease A.J., Potluri L.P., Jezewski A.J., Davis V.M., Knight L.A., Kolok A.S., Davis P.H. De novo assembly and analysis of the northern leopard frog Rana pipiens transcriptome. J. Genomics. 2014;2:141-149. DOI 10.7150/jgen.9760.</mixed-citation><mixed-citation xml:lang="en">Christenson M.K., Trease A.J., Potluri L.P., Jezewski A.J., Davis V.M., Knight L.A., Kolok A.S., Davis P.H. De novo assembly and analysis of the northern leopard frog Rana pipiens transcriptome. J. Genomics. 2014;2:141-149. DOI 10.7150/jgen.9760.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Eddy S.R. Accelerated profile HMM searches. PLoS Comput. Biol. 2011;7(10):e1002195. DOI 10.1371/journal.pcbi.1002195.</mixed-citation><mixed-citation xml:lang="en">Eddy S.R. Accelerated profile HMM searches. PLoS Comput. Biol. 2011;7(10):e1002195. DOI 10.1371/journal.pcbi.1002195.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Fu L., Niu B., Zhu Z., Wu S., Li W. CD-HIT: accelerated for clustering the next-generation sequencing data. Bioinformatics. 2012;28(23): 3150-3152. DOI 10.1093/bioinformatics/bts565.</mixed-citation><mixed-citation xml:lang="en">Fu L., Niu B., Zhu Z., Wu S., Li W. CD-HIT: accelerated for clustering the next-generation sequencing data. Bioinformatics. 2012;28(23): 3150-3152. DOI 10.1093/bioinformatics/bts565.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Grabherr M.G., Haas B.J., Yassour M., Levin J.Z., Thompson D.A., Amit I., Adiconis X., Fan L., Raychowdhury R., Zeng Q. Trinity: reconstructing a full-length transcriptome without a genome from RNA-Seq data. Nat. Biotechnol. 2011;29(7):644. DOI 10.1038/ nbt.1883.</mixed-citation><mixed-citation xml:lang="en">Grabherr M.G., Haas B.J., Yassour M., Levin J.Z., Thompson D.A., Amit I., Adiconis X., Fan L., Raychowdhury R., Zeng Q. Trinity: reconstructing a full-length transcriptome without a genome from RNA-Seq data. Nat. Biotechnol. 2011;29(7):644. DOI 10.1038/ nbt.1883.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Hammond S.A., Warren R.L., Vandervalk B.P., Kucuk E., Khan H., Gibb E.A., Pandoh P., Kirk H., Zhao Y., Jones M., Mungall A.J., Coope R., Pleasance S., Moore R.A., Holt R.A., Round J.M., Ohora S., Walle B.V., Veldhoen N., Helbing C.C., Birol I. The North American bullfrog draft genome provides insight into hormonal regulation of long noncoding RNA. Nat. Commun. 2017;8:1433. DOI 10.1038/s41467-017-01316-7.</mixed-citation><mixed-citation xml:lang="en">Hammond S.A., Warren R.L., Vandervalk B.P., Kucuk E., Khan H., Gibb E.A., Pandoh P., Kirk H., Zhao Y., Jones M., Mungall A.J., Coope R., Pleasance S., Moore R.A., Holt R.A., Round J.M., Ohora S., Walle B.V., Veldhoen N., Helbing C.C., Birol I. The North American bullfrog draft genome provides insight into hormonal regulation of long noncoding RNA. Nat. Commun. 2017;8:1433. DOI 10.1038/s41467-017-01316-7.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Katsura Y., Ikemura T., Kajitani R., Toyoda A., Itoh T., Ogata M., Miura I., Wada K., Wada Y., Satta Y. Comparative genomics of Glandirana rugosa using unsupervised AI reveals a high CG frequency. Life Sci. Alliance. 2021;4(5):e202000905. DOI 10.26508/ lsa.202000905.</mixed-citation><mixed-citation xml:lang="en">Katsura Y., Ikemura T., Kajitani R., Toyoda A., Itoh T., Ogata M., Miura I., Wada K., Wada Y., Satta Y. Comparative genomics of Glandirana rugosa using unsupervised AI reveals a high CG frequency. Life Sci. Alliance. 2021;4(5):e202000905. DOI 10.26508/ lsa.202000905.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Ma Y., Li B., Ke Y., Zhang Y., Zhang Y. Transcriptome analysis of Rana chensinensis liver under trichlorfon stress. Ecotoxicol. Environ. Saf. 2018;147:487-493. DOI 10.1016/j.ecoenv.2017.09.016.</mixed-citation><mixed-citation xml:lang="en">Ma Y., Li B., Ke Y., Zhang Y., Zhang Y. Transcriptome analysis of Rana chensinensis liver under trichlorfon stress. Ecotoxicol. Environ. Saf. 2018;147:487-493. DOI 10.1016/j.ecoenv.2017.09.016.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Mistry J., Chuguransky S., Williams L., Qureshi M., Salazar G.A., Sonnhammer E.L.L., Tosatto S.C.E., Paladin L., Raj S., Richardson L.J., Finn R.D., Bateman A. Pfam: The protein families database in 2021. Nucleic Acids Res. 2021;49(D1):D412-D419. DOI 10.1093/ nar/gkaa913.</mixed-citation><mixed-citation xml:lang="en">Mistry J., Chuguransky S., Williams L., Qureshi M., Salazar G.A., Sonnhammer E.L.L., Tosatto S.C.E., Paladin L., Raj S., Richardson L.J., Finn R.D., Bateman A. Pfam: The protein families database in 2021. Nucleic Acids Res. 2021;49(D1):D412-D419. DOI 10.1093/ nar/gkaa913.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Nilsson G.E. Long-term anoxia in crucian carp: changes in the levels of amino acid and monoamine neurotransmitters in the brain, catecholamines in chromaffin tissue, and liver glycogen. J. Exp. Biol. 1990;150(1):295-320. DOI 10.1242/jeb.150.1.295.</mixed-citation><mixed-citation xml:lang="en">Nilsson G.E. Long-term anoxia in crucian carp: changes in the levels of amino acid and monoamine neurotransmitters in the brain, catecholamines in chromaffin tissue, and liver glycogen. J. Exp. Biol. 1990;150(1):295-320. DOI 10.1242/jeb.150.1.295.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Nilsson G.E., Lutz P.L., Jackson T.L. Neurotransmitters and anoxic survival of the brain: a comparison of anoxia-tolerant and anoxia-intolerant vertebrates. Physiol. Zool. 1991;64(3):638-652. DOI 10.1086/ physzool.64.3.30158198.</mixed-citation><mixed-citation xml:lang="en">Nilsson G.E., Lutz P.L., Jackson T.L. Neurotransmitters and anoxic survival of the brain: a comparison of anoxia-tolerant and anoxia-intolerant vertebrates. Physiol. Zool. 1991;64(3):638-652. DOI 10.1086/ physzool.64.3.30158198.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Nilsson G.E., Vaage J., Stensløkken K.O. Oxygen-and temperaturedependent expression of survival protein kinases in crucian carp (Carassius carassius) heart and brain. Am. J. Physiol. Regul. Integr. Comp. Physiol. 2015;308(1):R50-R61. DOI 10.1152/ajpregu. 00094.2014.</mixed-citation><mixed-citation xml:lang="en">Nilsson G.E., Vaage J., Stensløkken K.O. Oxygen-and temperaturedependent expression of survival protein kinases in crucian carp (Carassius carassius) heart and brain. Am. J. Physiol. Regul. Integr. Comp. Physiol. 2015;308(1):R50-R61. DOI 10.1152/ajpregu. 00094.2014.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Price S.J., Garner T.W.J., Balloux F., Ruis C., Paszkiewicz K.H., Moore K., Griffiths A.G. A de novo assembly of the common frog (Rana temporaria) transcriptome and comparison of transcription following exposure to Ranavirus and Batrachochytrium dendrobatidis. PLoS One. 2015;10(6):e0130500. DOI 10.1371/journal.pone. 0130500.</mixed-citation><mixed-citation xml:lang="en">Price S.J., Garner T.W.J., Balloux F., Ruis C., Paszkiewicz K.H., Moore K., Griffiths A.G. A de novo assembly of the common frog (Rana temporaria) transcriptome and comparison of transcription following exposure to Ranavirus and Batrachochytrium dendrobatidis. PLoS One. 2015;10(6):e0130500. DOI 10.1371/journal.pone. 0130500.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Qiao L., Yang W., Fu J., Song Z. Transcriptome profile of the green odorous frog (Odorrana margaretae). PLoS One. 2013;8(9):e75211. DOI 10.1371/journal.pone.0075211.</mixed-citation><mixed-citation xml:lang="en">Qiao L., Yang W., Fu J., Song Z. Transcriptome profile of the green odorous frog (Odorrana margaretae). PLoS One. 2013;8(9):e75211. DOI 10.1371/journal.pone.0075211.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Robertson L.S., Cornman R.S. Transcriptome resources for the frogs Lithobates clamitans and Pseudacris regilla, emphasizing antimicrobial peptides and conserved loci for phylogenetics. Mol. Ecol. Resour. 2014;14(1):178-183. DOI 10.1111/1755-0998.12164.</mixed-citation><mixed-citation xml:lang="en">Robertson L.S., Cornman R.S. Transcriptome resources for the frogs Lithobates clamitans and Pseudacris regilla, emphasizing antimicrobial peptides and conserved loci for phylogenetics. Mol. Ecol. Resour. 2014;14(1):178-183. DOI 10.1111/1755-0998.12164.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Schatz M.C., Delcher A.L., Salzberg S.L. Assembly of large genomes using second-generation sequencing. Genome Res. 2010;20(9):1165- 1173. DOI 10.1101/gr.101360.109.</mixed-citation><mixed-citation xml:lang="en">Schatz M.C., Delcher A.L., Salzberg S.L. Assembly of large genomes using second-generation sequencing. Genome Res. 2010;20(9):1165- 1173. DOI 10.1101/gr.101360.109.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Shekhovtsov S.V., Bulakhova N.A., Tsentalovich Y.P., Zelentsova E.A., Yanshole L.V., Meshcheryakova E.N., Berman D.I. Metabolic response of the Siberian wood frog Rana amurensis to extreme hypoxia. Sci. Rep. 2020;10(1):14604. DOI 10.1038/s41598-020- 71616-4.</mixed-citation><mixed-citation xml:lang="en">Shekhovtsov S.V., Bulakhova N.A., Tsentalovich Y.P., Zelentsova E.A., Yanshole L.V., Meshcheryakova E.N., Berman D.I. Metabolic response of the Siberian wood frog Rana amurensis to extreme hypoxia. Sci. Rep. 2020;10(1):14604. DOI 10.1038/s41598-020- 71616-4.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Simão F.A., Waterhouse R.M., Ioannidis P., Kriventseva E.V., Zdobnov E.M. BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs. Bioinformatics. 2015;31(19): 3210-3212. DOI 10.1093/bioinformatics/btv351.</mixed-citation><mixed-citation xml:lang="en">Simão F.A., Waterhouse R.M., Ioannidis P., Kriventseva E.V., Zdobnov E.M. BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs. Bioinformatics. 2015;31(19): 3210-3212. DOI 10.1093/bioinformatics/btv351.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Song L., Florea L. Rcorrector: efficient and accurate error correction for Illumina RNA-seq reads. GigaScience. 2015;4(1):48. DOI 10.1186/ s13742-015-0089-y.</mixed-citation><mixed-citation xml:lang="en">Song L., Florea L. Rcorrector: efficient and accurate error correction for Illumina RNA-seq reads. GigaScience. 2015;4(1):48. DOI 10.1186/ s13742-015-0089-y.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Storey K.B. Freeze tolerance in the frog, Rana sylvatica. Experientia. 1984;40(11):1261-1262. DOI 10.1007/BF01946664.</mixed-citation><mixed-citation xml:lang="en">Storey K.B. Freeze tolerance in the frog, Rana sylvatica. Experientia. 1984;40(11):1261-1262. DOI 10.1007/BF01946664.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Storey K.B., Storey J.M. Molecular physiology of freeze tolerance in vertebrates. Physiol. Rev. 2017;97(2):623-665. DOI 10.1152/ physrev.00016.2016.</mixed-citation><mixed-citation xml:lang="en">Storey K.B., Storey J.M. Molecular physiology of freeze tolerance in vertebrates. Physiol. Rev. 2017;97(2):623-665. DOI 10.1152/ physrev.00016.2016.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Streicher J.W. Wellcome Sanger Institute Tree of Life programme, Wellcome Sanger Institute Scientific Operations (Mead D., Saccheri I., Yung C.J., Lohse K., Lohse C., Ashmole P., Smith M., Corton C., Oliver K., Skelton J., Betteridge E., Quail M.A., Dolucan J., McCarthy S.A., Howe K., Wood J., Torrance J., Tracey A., Whiteford S., Challis R., Durbin R., Blaxter M.). The genome sequence of the common frog, Rana temporaria Linnaeus 1758. Wellcome Open Res. 2021;6:286. DOI 10.12688/wellcomeopenres.17296.1.</mixed-citation><mixed-citation xml:lang="en">Streicher J.W. Wellcome Sanger Institute Tree of Life programme, Wellcome Sanger Institute Scientific Operations (Mead D., Saccheri I., Yung C.J., Lohse K., Lohse C., Ashmole P., Smith M., Corton C., Oliver K., Skelton J., Betteridge E., Quail M.A., Dolucan J., McCarthy S.A., Howe K., Wood J., Torrance J., Tracey A., Whiteford S., Challis R., Durbin R., Blaxter M.). The genome sequence of the common frog, Rana temporaria Linnaeus 1758. Wellcome Open Res. 2021;6:286. DOI 10.12688/wellcomeopenres.17296.1.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Swenson E.R. Hypoxia and its acid-base consequences: from mountains to malignancy. Adv. Exp. Med. Biol. 2016;903:301-323. DOI 10.1007/978-1-4899-7678-9_21. PMID: 27343105.</mixed-citation><mixed-citation xml:lang="en">Swenson E.R. Hypoxia and its acid-base consequences: from mountains to malignancy. Adv. Exp. Med. Biol. 2016;903:301-323. DOI 10.1007/978-1-4899-7678-9_21. PMID: 27343105.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">The Uniprot Consortium. UniProt: the universal protein knowledgebase in 2021. Nucleic Acids Res. 2021;49(D1):D480-D489. DOI 10.1093/nar/gkaa1100.</mixed-citation><mixed-citation xml:lang="en">The Uniprot Consortium. UniProt: the universal protein knowledgebase in 2021. Nucleic Acids Res. 2021;49(D1):D480-D489. DOI 10.1093/nar/gkaa1100.</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Xu Y.G., Chai L.H., Shi W., Wang D.D., Zhang J.Y., Xiao X.H. Transcriptome profiling and digital gene expression analysis of the skin of Dybowski’s frog (Rana dybowskii) exposed to Aeromonas hydrophila. Appl. Microbiol. Biotechnol. 2017;101(14):5799-5808. DOI 10.1007/s00253-017-8385-3.</mixed-citation><mixed-citation xml:lang="en">Xu Y.G., Chai L.H., Shi W., Wang D.D., Zhang J.Y., Xiao X.H. Transcriptome profiling and digital gene expression analysis of the skin of Dybowski’s frog (Rana dybowskii) exposed to Aeromonas hydrophila. Appl. Microbiol. Biotechnol. 2017;101(14):5799-5808. DOI 10.1007/s00253-017-8385-3.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Yang W., Qi Y., Bi K., Fu J. Toward understanding the genetic basis of adaptation to high-elevation life in poikilothermic species: a comparative transcriptomic analysis of two ranid frogs, Rana chensinensis and R. kukunoris. BMC Genomics. 2012;13:588. DOI 10.1186/ 1471-2164-13-588.</mixed-citation><mixed-citation xml:lang="en">Yang W., Qi Y., Bi K., Fu J. Toward understanding the genetic basis of adaptation to high-elevation life in poikilothermic species: a comparative transcriptomic analysis of two ranid frogs, Rana chensinensis and R. kukunoris. BMC Genomics. 2012;13:588. DOI 10.1186/ 1471-2164-13-588.</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Zhao L., Liu L., Wang S., Wang H., Jiang J. Transcriptome profiles of metamorphosis in the ornamented pygmy frog Microhyla fissipes clarify the functions of thyroid hormone receptors in metamorphosis. Sci. Rep. 2016;6:27310. DOI 10.1038/srep27310.</mixed-citation><mixed-citation xml:lang="en">Zhao L., Liu L., Wang S., Wang H., Jiang J. Transcriptome profiles of metamorphosis in the ornamented pygmy frog Microhyla fissipes clarify the functions of thyroid hormone receptors in metamorphosis. Sci. Rep. 2016;6:27310. DOI 10.1038/srep27310.</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>
