Highly dynamic and sex-specific expression of microRNAs during early ES cell differentiation
Embryonic stem (ES) cells are pluripotent cells derived from the inner cell mass of the mammalian blastocyst. Cellular differentiation entails loss of pluripotency and gain of lineage-specific characteristics. However, the molecular controls that govern the differentiation process remain poorly unde...
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description | Embryonic stem (ES) cells are pluripotent cells derived from the inner cell mass of the mammalian blastocyst. Cellular differentiation entails loss of pluripotency and gain of lineage-specific characteristics. However, the molecular controls that govern the differentiation process remain poorly understood. We have characterized small RNA expression profiles in differentiating ES cells as a model for early mammalian development. High-throughput 454 pyro-sequencing was performed on 19-30 nt RNAs isolated from undifferentiated male and female ES cells, as well as day 2 and 5 differentiating derivatives. A discrete subset of microRNAs (miRNAs) largely dominated the small RNA repertoire, and the dynamics of their accumulation could be readily used to discriminate pluripotency from early differentiation events. Unsupervised partitioning around meloids (PAM) analysis revealed that differentiating ES cell miRNAs can be divided into three expression clusters with highly contrasted accumulation patterns. PAM analysis afforded an unprecedented level of definition in the temporal fluctuations of individual members of several miRNA genomic clusters. Notably, this unravelled highly complex post-transcriptional regulations of the key pluripotency miR-290 locus, and helped identify miR-293 as a clear outlier within this cluster. Accordingly, the miR-293 seed sequence and its predicted cellular targets differed drastically from those of the other abundant cluster members, suggesting that previous conclusions drawn from whole miR-290 over-expression need to be reconsidered. Our analysis in ES cells also uncovered a striking male-specific enrichment of the miR-302 family, which share the same seed sequence with most miR-290 family members. Accordingly, a miR-302 representative was strongly enriched in embryonic germ cells derived from primordial germ cells of male but not female mouse embryos. Identifying the chromatin remodelling and E2F-dependent transcription repressors Ari4a and Arid4b as additional targets of miR-302 and miR-290 supports and possibly expands a model integrating possible overlapping functions of the two miRNA families in mouse cell totipotency during early development. This study demonstrates that small RNA sampling throughout early ES cell differentiation enables the definition of statistically significant expression patterns for most cellular miRNAs. We have further shown that the transience of some of these miRNA patterns provides highly discriminativ |
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Cellular differentiation entails loss of pluripotency and gain of lineage-specific characteristics. However, the molecular controls that govern the differentiation process remain poorly understood. We have characterized small RNA expression profiles in differentiating ES cells as a model for early mammalian development. High-throughput 454 pyro-sequencing was performed on 19-30 nt RNAs isolated from undifferentiated male and female ES cells, as well as day 2 and 5 differentiating derivatives. A discrete subset of microRNAs (miRNAs) largely dominated the small RNA repertoire, and the dynamics of their accumulation could be readily used to discriminate pluripotency from early differentiation events. Unsupervised partitioning around meloids (PAM) analysis revealed that differentiating ES cell miRNAs can be divided into three expression clusters with highly contrasted accumulation patterns. PAM analysis afforded an unprecedented level of definition in the temporal fluctuations of individual members of several miRNA genomic clusters. Notably, this unravelled highly complex post-transcriptional regulations of the key pluripotency miR-290 locus, and helped identify miR-293 as a clear outlier within this cluster. Accordingly, the miR-293 seed sequence and its predicted cellular targets differed drastically from those of the other abundant cluster members, suggesting that previous conclusions drawn from whole miR-290 over-expression need to be reconsidered. Our analysis in ES cells also uncovered a striking male-specific enrichment of the miR-302 family, which share the same seed sequence with most miR-290 family members. Accordingly, a miR-302 representative was strongly enriched in embryonic germ cells derived from primordial germ cells of male but not female mouse embryos. Identifying the chromatin remodelling and E2F-dependent transcription repressors Ari4a and Arid4b as additional targets of miR-302 and miR-290 supports and possibly expands a model integrating possible overlapping functions of the two miRNA families in mouse cell totipotency during early development. This study demonstrates that small RNA sampling throughout early ES cell differentiation enables the definition of statistically significant expression patterns for most cellular miRNAs. We have further shown that the transience of some of these miRNA patterns provides highly discriminative markers of particular ES cell states during their differentiation, an approach that might be broadly applicable to the study of early mammalian development.</description><identifier>ISSN: 1553-7404</identifier><identifier>ISSN: 1553-7390</identifier><identifier>EISSN: 1553-7404</identifier><identifier>DOI: 10.1371/journal.pgen.1000620</identifier><identifier>PMID: 19714213</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Animals ; Base Sequence ; Binding sites ; Biochemistry, Molecular Biology ; Cell adhesion & migration ; Cell Differentiation ; Cell Line ; Cellular biology ; Developmental Biology/Cell Differentiation ; Developmental Biology/Germ Cells ; Developmental Biology/Stem Cells ; Embryonic development ; Embryonic Stem Cells - cytology ; Embryonic Stem Cells - metabolism ; Embryos ; Epigenetics ; Female ; Gene Expression ; Genetics and Genomics/Bioinformatics ; Germ Cells - cytology ; Germ Cells - metabolism ; Humans ; Life Sciences ; Male ; Mice ; MicroRNAs - genetics ; MicroRNAs - metabolism ; Molecular Sequence Data ; Phase transitions ; RNA ; Sex Characteristics ; Skin cancer ; Stem cells ; Studies</subject><ispartof>PLoS genetics, 2009-08, Vol.5 (8), p.e1000620</ispartof><rights>COPYRIGHT 2009 Public Library of Science</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><rights>Ciaudo et al. 2009</rights><rights>2009 Ciaudo et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Ciaudo C, Servant N, Cognat V, Sarazin A, Kieffer E, et al. (2009) Highly Dynamic and Sex-Specific Expression of microRNAs During Early ES Cell Differentiation. PLoS Genet 5(8): e1000620. doi:10.1371/journal.pgen.1000620</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c800t-d8813527ac9361226672b78cdd91834a9302bde83d38e1488375972ca61a8243</citedby><cites>FETCH-LOGICAL-c800t-d8813527ac9361226672b78cdd91834a9302bde83d38e1488375972ca61a8243</cites><orcidid>0000-0001-6982-9544 ; 0000-0003-1678-7410 ; 0000-0002-0857-4506 ; 0000-0002-5088-3003 ; 0000-0003-2724-2002 ; 0000-0002-6382-1610 ; 0000-0001-9337-2767</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/PMC2725319/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC2725319/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,725,778,782,862,883,2098,2917,23853,27911,27912,53778,53780,79355,79356</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19714213$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://inserm.hal.science/inserm-00438642$$DView record in HAL$$Hfree_for_read</backlink></links><search><contributor>McManus, Michael T.</contributor><creatorcontrib>Ciaudo, Constance</creatorcontrib><creatorcontrib>Servant, Nicolas</creatorcontrib><creatorcontrib>Cognat, Valérie</creatorcontrib><creatorcontrib>Sarazin, Alexis</creatorcontrib><creatorcontrib>Kieffer, Emmanuelle</creatorcontrib><creatorcontrib>Viville, Stéphane</creatorcontrib><creatorcontrib>Colot, Vincent</creatorcontrib><creatorcontrib>Barillot, Emmanuel</creatorcontrib><creatorcontrib>Heard, Edith</creatorcontrib><creatorcontrib>Voinnet, Olivier</creatorcontrib><title>Highly dynamic and sex-specific expression of microRNAs during early ES cell differentiation</title><title>PLoS genetics</title><addtitle>PLoS Genet</addtitle><description>Embryonic stem (ES) cells are pluripotent cells derived from the inner cell mass of the mammalian blastocyst. Cellular differentiation entails loss of pluripotency and gain of lineage-specific characteristics. However, the molecular controls that govern the differentiation process remain poorly understood. We have characterized small RNA expression profiles in differentiating ES cells as a model for early mammalian development. High-throughput 454 pyro-sequencing was performed on 19-30 nt RNAs isolated from undifferentiated male and female ES cells, as well as day 2 and 5 differentiating derivatives. A discrete subset of microRNAs (miRNAs) largely dominated the small RNA repertoire, and the dynamics of their accumulation could be readily used to discriminate pluripotency from early differentiation events. Unsupervised partitioning around meloids (PAM) analysis revealed that differentiating ES cell miRNAs can be divided into three expression clusters with highly contrasted accumulation patterns. PAM analysis afforded an unprecedented level of definition in the temporal fluctuations of individual members of several miRNA genomic clusters. Notably, this unravelled highly complex post-transcriptional regulations of the key pluripotency miR-290 locus, and helped identify miR-293 as a clear outlier within this cluster. Accordingly, the miR-293 seed sequence and its predicted cellular targets differed drastically from those of the other abundant cluster members, suggesting that previous conclusions drawn from whole miR-290 over-expression need to be reconsidered. Our analysis in ES cells also uncovered a striking male-specific enrichment of the miR-302 family, which share the same seed sequence with most miR-290 family members. Accordingly, a miR-302 representative was strongly enriched in embryonic germ cells derived from primordial germ cells of male but not female mouse embryos. Identifying the chromatin remodelling and E2F-dependent transcription repressors Ari4a and Arid4b as additional targets of miR-302 and miR-290 supports and possibly expands a model integrating possible overlapping functions of the two miRNA families in mouse cell totipotency during early development. This study demonstrates that small RNA sampling throughout early ES cell differentiation enables the definition of statistically significant expression patterns for most cellular miRNAs. We have further shown that the transience of some of these miRNA patterns provides highly discriminative markers of particular ES cell states during their differentiation, an approach that might be broadly applicable to the study of early mammalian development.</description><subject>Animals</subject><subject>Base Sequence</subject><subject>Binding sites</subject><subject>Biochemistry, Molecular Biology</subject><subject>Cell adhesion & migration</subject><subject>Cell Differentiation</subject><subject>Cell Line</subject><subject>Cellular biology</subject><subject>Developmental Biology/Cell Differentiation</subject><subject>Developmental Biology/Germ Cells</subject><subject>Developmental Biology/Stem Cells</subject><subject>Embryonic development</subject><subject>Embryonic Stem Cells - cytology</subject><subject>Embryonic Stem Cells - metabolism</subject><subject>Embryos</subject><subject>Epigenetics</subject><subject>Female</subject><subject>Gene Expression</subject><subject>Genetics and Genomics/Bioinformatics</subject><subject>Germ Cells - cytology</subject><subject>Germ Cells - metabolism</subject><subject>Humans</subject><subject>Life Sciences</subject><subject>Male</subject><subject>Mice</subject><subject>MicroRNAs - genetics</subject><subject>MicroRNAs - metabolism</subject><subject>Molecular Sequence Data</subject><subject>Phase transitions</subject><subject>RNA</subject><subject>Sex Characteristics</subject><subject>Skin cancer</subject><subject>Stem cells</subject><subject>Studies</subject><issn>1553-7404</issn><issn>1553-7390</issn><issn>1553-7404</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>DOA</sourceid><recordid>eNqVk12LEzEUhgdR3LX6D0QHBEWwNV8zydwIZVltoezC7uKVENLkzDRlOukmM0v7783Yqh3xQsnFhDPP-57k5JwkeYnRBFOOP65d5xtVT7YVNBOMEMoJepSc4yyjY84Qe3yyP0uehbBGiGai4E-TM1xwzAim58m3ma1W9T41-0ZtrE5VY9IAu3HYgrZlDMBu6yEE65rUlWlEvLu5mobUdN42VQrKR_XlbaqhrlNjyxI8NK1VbVQ8T56Uqg7w4vgdJXefL-8uZuPF9Zf5xXQx1gKhdmyEwDQjXOmC5piQPOdkyYU2psCCMlVQRJYGBDVUAGZCUJ4VnGiVYyUIo6Pk9cF2W7sgj3UJEtPompEsFmGUzA-EcWott95ulN9Lp6z8EXC-ksq3VtcgGc4IBa01AcpyUKLQApcMESMygQocvT4ds3XLDRgdb-tVPTAd_mnsSlbuQRJOMoqLaPDhYLD6QzabLqRtAviNRIhRkTPy0Od7d8zn3X0HoZUbG_pqqwZcFySn8XAowyiSbw5kpeJFbFO6mF_3tJwSxHPGGM8jNfkLFZeB-LqugdLG-EDwfiCITAu7tlJdCHJ-e_Mf7NW_s9dfh-zbE3YFqm5XwdVd32VhCLIDGPs0BA_lrwpjJPu5-dkfsp8beZybKHt1-qi_RcdBod8B9ywPyw</recordid><startdate>20090801</startdate><enddate>20090801</enddate><creator>Ciaudo, Constance</creator><creator>Servant, Nicolas</creator><creator>Cognat, Valérie</creator><creator>Sarazin, Alexis</creator><creator>Kieffer, Emmanuelle</creator><creator>Viville, Stéphane</creator><creator>Colot, Vincent</creator><creator>Barillot, Emmanuel</creator><creator>Heard, Edith</creator><creator>Voinnet, Olivier</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISN</scope><scope>ISR</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-6982-9544</orcidid><orcidid>https://orcid.org/0000-0003-1678-7410</orcidid><orcidid>https://orcid.org/0000-0002-0857-4506</orcidid><orcidid>https://orcid.org/0000-0002-5088-3003</orcidid><orcidid>https://orcid.org/0000-0003-2724-2002</orcidid><orcidid>https://orcid.org/0000-0002-6382-1610</orcidid><orcidid>https://orcid.org/0000-0001-9337-2767</orcidid></search><sort><creationdate>20090801</creationdate><title>Highly dynamic and sex-specific expression of microRNAs during early ES cell differentiation</title><author>Ciaudo, Constance ; Servant, Nicolas ; Cognat, Valérie ; Sarazin, Alexis ; Kieffer, Emmanuelle ; Viville, Stéphane ; Colot, Vincent ; Barillot, Emmanuel ; Heard, Edith ; Voinnet, Olivier</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c800t-d8813527ac9361226672b78cdd91834a9302bde83d38e1488375972ca61a8243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Animals</topic><topic>Base Sequence</topic><topic>Binding sites</topic><topic>Biochemistry, Molecular Biology</topic><topic>Cell adhesion & migration</topic><topic>Cell Differentiation</topic><topic>Cell Line</topic><topic>Cellular biology</topic><topic>Developmental Biology/Cell Differentiation</topic><topic>Developmental Biology/Germ Cells</topic><topic>Developmental Biology/Stem Cells</topic><topic>Embryonic development</topic><topic>Embryonic Stem Cells - cytology</topic><topic>Embryonic Stem Cells - metabolism</topic><topic>Embryos</topic><topic>Epigenetics</topic><topic>Female</topic><topic>Gene Expression</topic><topic>Genetics and Genomics/Bioinformatics</topic><topic>Germ Cells - cytology</topic><topic>Germ Cells - metabolism</topic><topic>Humans</topic><topic>Life Sciences</topic><topic>Male</topic><topic>Mice</topic><topic>MicroRNAs - genetics</topic><topic>MicroRNAs - metabolism</topic><topic>Molecular Sequence Data</topic><topic>Phase transitions</topic><topic>RNA</topic><topic>Sex Characteristics</topic><topic>Skin cancer</topic><topic>Stem cells</topic><topic>Studies</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ciaudo, Constance</creatorcontrib><creatorcontrib>Servant, Nicolas</creatorcontrib><creatorcontrib>Cognat, Valérie</creatorcontrib><creatorcontrib>Sarazin, Alexis</creatorcontrib><creatorcontrib>Kieffer, Emmanuelle</creatorcontrib><creatorcontrib>Viville, Stéphane</creatorcontrib><creatorcontrib>Colot, Vincent</creatorcontrib><creatorcontrib>Barillot, Emmanuel</creatorcontrib><creatorcontrib>Heard, Edith</creatorcontrib><creatorcontrib>Voinnet, Olivier</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Canada</collection><collection>Gale In Context: Science</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PLoS genetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ciaudo, Constance</au><au>Servant, Nicolas</au><au>Cognat, Valérie</au><au>Sarazin, Alexis</au><au>Kieffer, Emmanuelle</au><au>Viville, Stéphane</au><au>Colot, Vincent</au><au>Barillot, Emmanuel</au><au>Heard, Edith</au><au>Voinnet, Olivier</au><au>McManus, Michael T.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Highly dynamic and sex-specific expression of microRNAs during early ES cell differentiation</atitle><jtitle>PLoS genetics</jtitle><addtitle>PLoS Genet</addtitle><date>2009-08-01</date><risdate>2009</risdate><volume>5</volume><issue>8</issue><spage>e1000620</spage><pages>e1000620-</pages><issn>1553-7404</issn><issn>1553-7390</issn><eissn>1553-7404</eissn><abstract>Embryonic stem (ES) cells are pluripotent cells derived from the inner cell mass of the mammalian blastocyst. Cellular differentiation entails loss of pluripotency and gain of lineage-specific characteristics. However, the molecular controls that govern the differentiation process remain poorly understood. We have characterized small RNA expression profiles in differentiating ES cells as a model for early mammalian development. High-throughput 454 pyro-sequencing was performed on 19-30 nt RNAs isolated from undifferentiated male and female ES cells, as well as day 2 and 5 differentiating derivatives. A discrete subset of microRNAs (miRNAs) largely dominated the small RNA repertoire, and the dynamics of their accumulation could be readily used to discriminate pluripotency from early differentiation events. Unsupervised partitioning around meloids (PAM) analysis revealed that differentiating ES cell miRNAs can be divided into three expression clusters with highly contrasted accumulation patterns. PAM analysis afforded an unprecedented level of definition in the temporal fluctuations of individual members of several miRNA genomic clusters. Notably, this unravelled highly complex post-transcriptional regulations of the key pluripotency miR-290 locus, and helped identify miR-293 as a clear outlier within this cluster. Accordingly, the miR-293 seed sequence and its predicted cellular targets differed drastically from those of the other abundant cluster members, suggesting that previous conclusions drawn from whole miR-290 over-expression need to be reconsidered. Our analysis in ES cells also uncovered a striking male-specific enrichment of the miR-302 family, which share the same seed sequence with most miR-290 family members. Accordingly, a miR-302 representative was strongly enriched in embryonic germ cells derived from primordial germ cells of male but not female mouse embryos. Identifying the chromatin remodelling and E2F-dependent transcription repressors Ari4a and Arid4b as additional targets of miR-302 and miR-290 supports and possibly expands a model integrating possible overlapping functions of the two miRNA families in mouse cell totipotency during early development. This study demonstrates that small RNA sampling throughout early ES cell differentiation enables the definition of statistically significant expression patterns for most cellular miRNAs. We have further shown that the transience of some of these miRNA patterns provides highly discriminative markers of particular ES cell states during their differentiation, an approach that might be broadly applicable to the study of early mammalian development.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>19714213</pmid><doi>10.1371/journal.pgen.1000620</doi><orcidid>https://orcid.org/0000-0001-6982-9544</orcidid><orcidid>https://orcid.org/0000-0003-1678-7410</orcidid><orcidid>https://orcid.org/0000-0002-0857-4506</orcidid><orcidid>https://orcid.org/0000-0002-5088-3003</orcidid><orcidid>https://orcid.org/0000-0003-2724-2002</orcidid><orcidid>https://orcid.org/0000-0002-6382-1610</orcidid><orcidid>https://orcid.org/0000-0001-9337-2767</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals Base Sequence Binding sites Biochemistry, Molecular Biology Cell adhesion & migration Cell Differentiation Cell Line Cellular biology Developmental Biology/Cell Differentiation Developmental Biology/Germ Cells Developmental Biology/Stem Cells Embryonic development Embryonic Stem Cells - cytology Embryonic Stem Cells - metabolism Embryos Epigenetics Female Gene Expression Genetics and Genomics/Bioinformatics Germ Cells - cytology Germ Cells - metabolism Humans Life Sciences Male Mice MicroRNAs - genetics MicroRNAs - metabolism Molecular Sequence Data Phase transitions RNA Sex Characteristics Skin cancer Stem cells Studies |
title | Highly dynamic and sex-specific expression of microRNAs during early ES cell differentiation |
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