Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Philips, Anna, Nowis, Katarzyna, Stelmaszczuk, Michal, Jackowiak, Paulina, Podkowiński, Jan, Handschuh, Luiza, Figlerowicz, Marek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
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
_version_ 1783586000056877056
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
work_keys_str_mv AT philipsanna expressionlandscapeofcircrnasinarabidopsisthalianaseedlingsandadulttissues
AT nowiskatarzyna expressionlandscapeofcircrnasinarabidopsisthalianaseedlingsandadulttissues
AT stelmaszczukmichal expressionlandscapeofcircrnasinarabidopsisthalianaseedlingsandadulttissues
AT jackowiakpaulina expressionlandscapeofcircrnasinarabidopsisthalianaseedlingsandadulttissues
AT podkowinskijan expressionlandscapeofcircrnasinarabidopsisthalianaseedlingsandadulttissues
AT handschuhluiza expressionlandscapeofcircrnasinarabidopsisthalianaseedlingsandadulttissues
AT figlerowiczmarek expressionlandscapeofcircrnasinarabidopsisthalianaseedlingsandadulttissues