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The small RNA locus map for Chlamydomonas reinhardtii
Small (s)RNAs play crucial roles in the regulation of gene expression and genome stability across eukaryotes where they direct epigenetic modifications, post-transcriptional gene silencing, and defense against both endogenous and exogenous viruses. It is known that Chlamydomonas reinhardtii, a well-...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7676726/ https://www.ncbi.nlm.nih.gov/pubmed/33211749 http://dx.doi.org/10.1371/journal.pone.0242516 |
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author | Müller, Sebastian Y. Matthews, Nicholas E. Valli, Adrian A. Baulcombe, David C. |
author_facet | Müller, Sebastian Y. Matthews, Nicholas E. Valli, Adrian A. Baulcombe, David C. |
author_sort | Müller, Sebastian Y. |
collection | PubMed |
description | Small (s)RNAs play crucial roles in the regulation of gene expression and genome stability across eukaryotes where they direct epigenetic modifications, post-transcriptional gene silencing, and defense against both endogenous and exogenous viruses. It is known that Chlamydomonas reinhardtii, a well-studied unicellular green algae species, possesses sRNA-based mechanisms that are distinct from those of land plants. However, definition of sRNA loci and further systematic classification is not yet available for this or any other algae. Here, using data-driven machine learning approaches including Multiple Correspondence Analysis (MCA) and clustering, we have generated a comprehensively annotated and classified sRNA locus map for C. reinhardtii. This map shows some common characteristics with higher plants and animals, but it also reveals distinct features. These results are consistent with the idea that there was diversification in sRNA mechanisms after the evolutionary divergence of algae from higher plant lineages. |
format | Online Article Text |
id | pubmed-7676726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-76767262020-12-02 The small RNA locus map for Chlamydomonas reinhardtii Müller, Sebastian Y. Matthews, Nicholas E. Valli, Adrian A. Baulcombe, David C. PLoS One Research Article Small (s)RNAs play crucial roles in the regulation of gene expression and genome stability across eukaryotes where they direct epigenetic modifications, post-transcriptional gene silencing, and defense against both endogenous and exogenous viruses. It is known that Chlamydomonas reinhardtii, a well-studied unicellular green algae species, possesses sRNA-based mechanisms that are distinct from those of land plants. However, definition of sRNA loci and further systematic classification is not yet available for this or any other algae. Here, using data-driven machine learning approaches including Multiple Correspondence Analysis (MCA) and clustering, we have generated a comprehensively annotated and classified sRNA locus map for C. reinhardtii. This map shows some common characteristics with higher plants and animals, but it also reveals distinct features. These results are consistent with the idea that there was diversification in sRNA mechanisms after the evolutionary divergence of algae from higher plant lineages. Public Library of Science 2020-11-19 /pmc/articles/PMC7676726/ /pubmed/33211749 http://dx.doi.org/10.1371/journal.pone.0242516 Text en © 2020 Müller et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Müller, Sebastian Y. Matthews, Nicholas E. Valli, Adrian A. Baulcombe, David C. The small RNA locus map for Chlamydomonas reinhardtii |
title | The small RNA locus map for Chlamydomonas reinhardtii |
title_full | The small RNA locus map for Chlamydomonas reinhardtii |
title_fullStr | The small RNA locus map for Chlamydomonas reinhardtii |
title_full_unstemmed | The small RNA locus map for Chlamydomonas reinhardtii |
title_short | The small RNA locus map for Chlamydomonas reinhardtii |
title_sort | small rna locus map for chlamydomonas reinhardtii |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7676726/ https://www.ncbi.nlm.nih.gov/pubmed/33211749 http://dx.doi.org/10.1371/journal.pone.0242516 |
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