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Expression Landscape of circRNAs in Arabidopsis thaliana Seedlings and Adult Tissues
RNA-seq is currently the only method that can provide a comprehensive landscape of circular RNA (circRNAs) in the whole organism and its particular organs. Recent years have brought an increasing number of RNA-seq-based reports on plant circRNAs. Notably, the picture they revealed is questionable an...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511659/ https://www.ncbi.nlm.nih.gov/pubmed/33014000 http://dx.doi.org/10.3389/fpls.2020.576581 |
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author | Philips, Anna Nowis, Katarzyna Stelmaszczuk, Michal Jackowiak, Paulina Podkowiński, Jan Handschuh, Luiza Figlerowicz, Marek |
author_facet | Philips, Anna Nowis, Katarzyna Stelmaszczuk, Michal Jackowiak, Paulina Podkowiński, Jan Handschuh, Luiza Figlerowicz, Marek |
author_sort | Philips, Anna |
collection | PubMed |
description | RNA-seq is currently the only method that can provide a comprehensive landscape of circular RNA (circRNAs) in the whole organism and its particular organs. Recent years have brought an increasing number of RNA-seq-based reports on plant circRNAs. Notably, the picture they revealed is questionable and depends on the applied circRNA identification and quantification techniques. In consequence, little is known about the biogenesis and functions of circRNAs in plants. In this work, we tested two experimental and six bioinformatics procedures of circRNA analysis to determine the optimal approach for studying the profiles of circRNAs in Arabidopsis thaliana. Then using the optimized strategy, we determined the accumulation of circular and corresponding linear transcripts in plant seedlings and organs. We observed that only a small fraction of circRNAs was reproducibly generated. Among them, two groups of circRNAs were discovered: ubiquitous and organ-specific. The highest number of circRNAs with significantly increased accumulation in comparison to other organs/seedlings was found in roots. The circRNAs in seedlings, leaves and flowers originated mainly from genes involved in photosynthesis and the response to stimulus. The levels of circular and linear transcripts were not correlated. Although RNase R treatment enriches the analyzed RNA samples in circular transcripts, it may also have a negative impact on the stability of some of the circRNAs. We also showed that the normalization of NGS data by the library size is not proper for circRNAs quantification. Alternatively, we proposed four other normalization types whose accuracy was confirmed by ddPCR. Moreover, we provided a comprehensive characterization of circRNAs in A. thaliana organs and in seedlings. Our analyses revealed that plant circRNAs are formed in both stochastic and controlled processes. The latter are less frequent and likely engage circRNA-specific mechanisms. Only a few circRNAs were organ-specific. The lack of correlation between the accumulation of linear and circular transcripts indicated that their biogenesis depends on different mechanisms. |
format | Online Article Text |
id | pubmed-7511659 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75116592020-10-02 Expression Landscape of circRNAs in Arabidopsis thaliana Seedlings and Adult Tissues Philips, Anna Nowis, Katarzyna Stelmaszczuk, Michal Jackowiak, Paulina Podkowiński, Jan Handschuh, Luiza Figlerowicz, Marek Front Plant Sci Plant Science RNA-seq is currently the only method that can provide a comprehensive landscape of circular RNA (circRNAs) in the whole organism and its particular organs. Recent years have brought an increasing number of RNA-seq-based reports on plant circRNAs. Notably, the picture they revealed is questionable and depends on the applied circRNA identification and quantification techniques. In consequence, little is known about the biogenesis and functions of circRNAs in plants. In this work, we tested two experimental and six bioinformatics procedures of circRNA analysis to determine the optimal approach for studying the profiles of circRNAs in Arabidopsis thaliana. Then using the optimized strategy, we determined the accumulation of circular and corresponding linear transcripts in plant seedlings and organs. We observed that only a small fraction of circRNAs was reproducibly generated. Among them, two groups of circRNAs were discovered: ubiquitous and organ-specific. The highest number of circRNAs with significantly increased accumulation in comparison to other organs/seedlings was found in roots. The circRNAs in seedlings, leaves and flowers originated mainly from genes involved in photosynthesis and the response to stimulus. The levels of circular and linear transcripts were not correlated. Although RNase R treatment enriches the analyzed RNA samples in circular transcripts, it may also have a negative impact on the stability of some of the circRNAs. We also showed that the normalization of NGS data by the library size is not proper for circRNAs quantification. Alternatively, we proposed four other normalization types whose accuracy was confirmed by ddPCR. Moreover, we provided a comprehensive characterization of circRNAs in A. thaliana organs and in seedlings. Our analyses revealed that plant circRNAs are formed in both stochastic and controlled processes. The latter are less frequent and likely engage circRNA-specific mechanisms. Only a few circRNAs were organ-specific. The lack of correlation between the accumulation of linear and circular transcripts indicated that their biogenesis depends on different mechanisms. Frontiers Media S.A. 2020-09-10 /pmc/articles/PMC7511659/ /pubmed/33014000 http://dx.doi.org/10.3389/fpls.2020.576581 Text en Copyright © 2020 Philips, Nowis, Stelmaszczuk, Jackowiak, Podkowiński, Handschuh and Figlerowicz http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Philips, Anna Nowis, Katarzyna Stelmaszczuk, Michal Jackowiak, Paulina Podkowiński, Jan Handschuh, Luiza Figlerowicz, Marek Expression Landscape of circRNAs in Arabidopsis thaliana Seedlings and Adult Tissues |
title | Expression Landscape of circRNAs in Arabidopsis thaliana Seedlings and Adult Tissues |
title_full | Expression Landscape of circRNAs in Arabidopsis thaliana Seedlings and Adult Tissues |
title_fullStr | Expression Landscape of circRNAs in Arabidopsis thaliana Seedlings and Adult Tissues |
title_full_unstemmed | Expression Landscape of circRNAs in Arabidopsis thaliana Seedlings and Adult Tissues |
title_short | Expression Landscape of circRNAs in Arabidopsis thaliana Seedlings and Adult Tissues |
title_sort | expression landscape of circrnas in arabidopsis thaliana seedlings and adult tissues |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511659/ https://www.ncbi.nlm.nih.gov/pubmed/33014000 http://dx.doi.org/10.3389/fpls.2020.576581 |
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