Single-cell RNA sequencing reveals developmental heterogeneity of blastomeres during major genome activation in bovine embryos
Embryonic development is initially controlled by maternal RNAs and proteins stored in the oocyte, until gene products gradually generated by the embryo itself take over. Major embryonic genome activation (EGA) in bovine embryos occurs at the eight- to 16-cell stage. Morphological observations, such...
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description | Embryonic development is initially controlled by maternal RNAs and proteins stored in the oocyte, until gene products gradually generated by the embryo itself take over. Major embryonic genome activation (EGA) in bovine embryos occurs at the eight- to 16-cell stage. Morphological observations, such as size of blastomeres and distribution of microvilli, suggested heterogeneity among individual cells already at this developmental stage. To address cell heterogeneity on the transcriptome level, we performed single-cell RNA sequencing of 161 blastomeres from 14
in vitro
produced bovine embryos at Day 2 (n = 6) and Day 3 (n = 8) post fertilization. Complementary DNA libraries were prepared using the Single-Cell RNA-Barcoding and Sequencing protocol and sequenced. Non-supervised clustering of single-cell transcriptome profiles identified six clusters with specific sets of genes. Most embryos were comprised of cells from at least two different clusters. Sorting cells according to their transcriptome profiles resulted in a non-branched pseudo-time line, arguing against major lineage inclination events at this developmental stage. In summary, our study revealed heterogeneity of transcriptome profiles among single cells in bovine Day 2 and Day 3 embryos, suggesting asynchronous blastomere development during the phase of major EGA. |
doi_str_mv | 10.1038/s41598-018-22248-2 |
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in vitro
produced bovine embryos at Day 2 (n = 6) and Day 3 (n = 8) post fertilization. Complementary DNA libraries were prepared using the Single-Cell RNA-Barcoding and Sequencing protocol and sequenced. Non-supervised clustering of single-cell transcriptome profiles identified six clusters with specific sets of genes. Most embryos were comprised of cells from at least two different clusters. Sorting cells according to their transcriptome profiles resulted in a non-branched pseudo-time line, arguing against major lineage inclination events at this developmental stage. In summary, our study revealed heterogeneity of transcriptome profiles among single cells in bovine Day 2 and Day 3 embryos, suggesting asynchronous blastomere development during the phase of major EGA.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-018-22248-2</identifier><identifier>PMID: 29511234</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>38 ; 38/91 ; 631/114/1314 ; 631/136/2086/1986 ; Blastomeres ; Complementary DNA ; Developmental stages ; DNA sequencing ; Embryogenesis ; Embryonic growth stage ; Embryos ; Fertilization ; Gene expression ; Genomes ; Heterogeneity ; Humanities and Social Sciences ; multidisciplinary ; Ribonucleic acid ; RNA ; Science ; Science (multidisciplinary)</subject><ispartof>Scientific reports, 2018-03, Vol.8 (1), p.4071-12, Article 4071</ispartof><rights>The Author(s) 2018</rights><rights>2018. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c511t-a8a3cb0ba2024501867fd99fa537f8c84ffc00be513f43f67e76c4e243b4f1a93</citedby><cites>FETCH-LOGICAL-c511t-a8a3cb0ba2024501867fd99fa537f8c84ffc00be513f43f67e76c4e243b4f1a93</cites><orcidid>0000-0003-2188-3108</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5840315/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5840315/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27903,27904,41099,42168,51555,53770,53772</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29511234$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lavagi, Ilaria</creatorcontrib><creatorcontrib>Krebs, Stefan</creatorcontrib><creatorcontrib>Simmet, Kilian</creatorcontrib><creatorcontrib>Beck, Andrea</creatorcontrib><creatorcontrib>Zakhartchenko, Valeri</creatorcontrib><creatorcontrib>Wolf, Eckhard</creatorcontrib><creatorcontrib>Blum, Helmut</creatorcontrib><title>Single-cell RNA sequencing reveals developmental heterogeneity of blastomeres during major genome activation in bovine embryos</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Embryonic development is initially controlled by maternal RNAs and proteins stored in the oocyte, until gene products gradually generated by the embryo itself take over. Major embryonic genome activation (EGA) in bovine embryos occurs at the eight- to 16-cell stage. Morphological observations, such as size of blastomeres and distribution of microvilli, suggested heterogeneity among individual cells already at this developmental stage. To address cell heterogeneity on the transcriptome level, we performed single-cell RNA sequencing of 161 blastomeres from 14
in vitro
produced bovine embryos at Day 2 (n = 6) and Day 3 (n = 8) post fertilization. Complementary DNA libraries were prepared using the Single-Cell RNA-Barcoding and Sequencing protocol and sequenced. Non-supervised clustering of single-cell transcriptome profiles identified six clusters with specific sets of genes. Most embryos were comprised of cells from at least two different clusters. Sorting cells according to their transcriptome profiles resulted in a non-branched pseudo-time line, arguing against major lineage inclination events at this developmental stage. In summary, our study revealed heterogeneity of transcriptome profiles among single cells in bovine Day 2 and Day 3 embryos, suggesting asynchronous blastomere development during the phase of major EGA.</description><subject>38</subject><subject>38/91</subject><subject>631/114/1314</subject><subject>631/136/2086/1986</subject><subject>Blastomeres</subject><subject>Complementary DNA</subject><subject>Developmental stages</subject><subject>DNA sequencing</subject><subject>Embryogenesis</subject><subject>Embryonic growth stage</subject><subject>Embryos</subject><subject>Fertilization</subject><subject>Gene expression</subject><subject>Genomes</subject><subject>Heterogeneity</subject><subject>Humanities and Social Sciences</subject><subject>multidisciplinary</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9UU1r3DAQFSWlCWn-QA9BkEsvbvW5ti-BENIPCC20yVnI2tFGiy1tJXthL_3tHWfTNOkhOmjE6M2befMIecfZB85k87EortumYryphBAK71fkSDClKyGFOHjyPiQnpawZHi1axds35FC0mnMh1RH5_TPEVQ-Vg76nP75d0AK_JogOszTDFmxf6BJjnzYDxNH29A5GyGkFEcK4o8nTrrdlTANkQOiU58rBrlOmiME0tW4MWzuGFGmItEvbEIHC0OVdKm_Ja48t4OQhHpPbT1c3l1-q6--fv15eXFcOBx0r21jpOtZZwYTSqHlR-2Xbeqtl7RvXKO8dYx1oLr2SflFDvXAKhJKd8ty28pic73k3UzfA0qGUbHuzyWGweWeSDeb5Twx3ZpW2RjeKSa6R4P0DQU64oDKaIZR5aTZCmooRjPMFl7pVCD37D7pOU44o7x4lmW7qeSKxR7mcSsngH4fhzMwOm73DBtWae4eNwKLTpzIeS_76iQC5B5TNbATkf71foP0DKU60aA</recordid><startdate>20180306</startdate><enddate>20180306</enddate><creator>Lavagi, Ilaria</creator><creator>Krebs, Stefan</creator><creator>Simmet, Kilian</creator><creator>Beck, Andrea</creator><creator>Zakhartchenko, Valeri</creator><creator>Wolf, Eckhard</creator><creator>Blum, Helmut</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-2188-3108</orcidid></search><sort><creationdate>20180306</creationdate><title>Single-cell RNA sequencing reveals developmental heterogeneity of blastomeres during major genome activation in bovine embryos</title><author>Lavagi, Ilaria ; Krebs, Stefan ; Simmet, Kilian ; Beck, Andrea ; Zakhartchenko, Valeri ; Wolf, Eckhard ; Blum, Helmut</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c511t-a8a3cb0ba2024501867fd99fa537f8c84ffc00be513f43f67e76c4e243b4f1a93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>38</topic><topic>38/91</topic><topic>631/114/1314</topic><topic>631/136/2086/1986</topic><topic>Blastomeres</topic><topic>Complementary DNA</topic><topic>Developmental stages</topic><topic>DNA sequencing</topic><topic>Embryogenesis</topic><topic>Embryonic growth stage</topic><topic>Embryos</topic><topic>Fertilization</topic><topic>Gene expression</topic><topic>Genomes</topic><topic>Heterogeneity</topic><topic>Humanities and Social Sciences</topic><topic>multidisciplinary</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lavagi, Ilaria</creatorcontrib><creatorcontrib>Krebs, Stefan</creatorcontrib><creatorcontrib>Simmet, Kilian</creatorcontrib><creatorcontrib>Beck, Andrea</creatorcontrib><creatorcontrib>Zakhartchenko, Valeri</creatorcontrib><creatorcontrib>Wolf, Eckhard</creatorcontrib><creatorcontrib>Blum, Helmut</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lavagi, Ilaria</au><au>Krebs, Stefan</au><au>Simmet, Kilian</au><au>Beck, Andrea</au><au>Zakhartchenko, Valeri</au><au>Wolf, Eckhard</au><au>Blum, Helmut</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single-cell RNA sequencing reveals developmental heterogeneity of blastomeres during major genome activation in bovine embryos</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2018-03-06</date><risdate>2018</risdate><volume>8</volume><issue>1</issue><spage>4071</spage><epage>12</epage><pages>4071-12</pages><artnum>4071</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Embryonic development is initially controlled by maternal RNAs and proteins stored in the oocyte, until gene products gradually generated by the embryo itself take over. Major embryonic genome activation (EGA) in bovine embryos occurs at the eight- to 16-cell stage. Morphological observations, such as size of blastomeres and distribution of microvilli, suggested heterogeneity among individual cells already at this developmental stage. To address cell heterogeneity on the transcriptome level, we performed single-cell RNA sequencing of 161 blastomeres from 14
in vitro
produced bovine embryos at Day 2 (n = 6) and Day 3 (n = 8) post fertilization. Complementary DNA libraries were prepared using the Single-Cell RNA-Barcoding and Sequencing protocol and sequenced. Non-supervised clustering of single-cell transcriptome profiles identified six clusters with specific sets of genes. Most embryos were comprised of cells from at least two different clusters. Sorting cells according to their transcriptome profiles resulted in a non-branched pseudo-time line, arguing against major lineage inclination events at this developmental stage. In summary, our study revealed heterogeneity of transcriptome profiles among single cells in bovine Day 2 and Day 3 embryos, suggesting asynchronous blastomere development during the phase of major EGA.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>29511234</pmid><doi>10.1038/s41598-018-22248-2</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0003-2188-3108</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | 38 38/91 631/114/1314 631/136/2086/1986 Blastomeres Complementary DNA Developmental stages DNA sequencing Embryogenesis Embryonic growth stage Embryos Fertilization Gene expression Genomes Heterogeneity Humanities and Social Sciences multidisciplinary Ribonucleic acid RNA Science Science (multidisciplinary) |
title | Single-cell RNA sequencing reveals developmental heterogeneity of blastomeres during major genome activation in bovine embryos |
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