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Clustering and evolutionary analysis of small RNAs identify regulatory siRNA clusters induced under drought stress in rice
MOTIVATION: Drought tolerance is an important trait related to growth and yield in crop. Until now, drought related research has focused on coding genes. However, non-coding RNAs also respond significantly to environmental stimuli such as drought stress. Unfortunately, characterizing the role of siR...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5260113/ https://www.ncbi.nlm.nih.gov/pubmed/28155667 http://dx.doi.org/10.1186/s12918-016-0355-3 |
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author | Jung, Inuk Ahn, Hongryul Shin, Seon-Ju Kim, Jukon Kwon, Hawk-Bin Jung, Woosuk Kim, Sun |
author_facet | Jung, Inuk Ahn, Hongryul Shin, Seon-Ju Kim, Jukon Kwon, Hawk-Bin Jung, Woosuk Kim, Sun |
author_sort | Jung, Inuk |
collection | PubMed |
description | MOTIVATION: Drought tolerance is an important trait related to growth and yield in crop. Until now, drought related research has focused on coding genes. However, non-coding RNAs also respond significantly to environmental stimuli such as drought stress. Unfortunately, characterizing the role of siRNAs under drought stress is difficult since a large number of heterogenous siRNA species are expressed under drought stress and non-coding RNAs have very weak evolutionary conservation. Thus, to characterize the role of siRNAs, we need a well designed biological and bioinformatics strategy. In this paper, to characterize the function of siRNAs we developed and used a bioinformatics pipeline that includes a genomic-location based clustering technique and an evolutionary conservation tool. RESULTS: By comparing the wild type Nipponbare and two drought resistant rice varities, we found that 21 nt and 24 nt siRNAs are significantly expressed in the three rice plants but at different time points under a short-term (0, 1, and 6 hrs) drought treatment. siRNAs were up-regulated in the wild type at an early stage while the up-regulation was delayed in the two drought tolerant plants. Genes targeted by up-regulated siRNAs were related to oxidation reduction and proteolysis, which are well known to be associated with water deficit phenotypes. More interestingly, we found that siRNAs were located in intronic regions as clusters and were of high evolutionary conservation among monocot grass plants. In summary, we show that siRNAs are important respondents to drought stress and regulate genes related to the drought tolerance in water deficit conditions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-016-0355-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5260113 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-52601132017-01-30 Clustering and evolutionary analysis of small RNAs identify regulatory siRNA clusters induced under drought stress in rice Jung, Inuk Ahn, Hongryul Shin, Seon-Ju Kim, Jukon Kwon, Hawk-Bin Jung, Woosuk Kim, Sun BMC Syst Biol Research MOTIVATION: Drought tolerance is an important trait related to growth and yield in crop. Until now, drought related research has focused on coding genes. However, non-coding RNAs also respond significantly to environmental stimuli such as drought stress. Unfortunately, characterizing the role of siRNAs under drought stress is difficult since a large number of heterogenous siRNA species are expressed under drought stress and non-coding RNAs have very weak evolutionary conservation. Thus, to characterize the role of siRNAs, we need a well designed biological and bioinformatics strategy. In this paper, to characterize the function of siRNAs we developed and used a bioinformatics pipeline that includes a genomic-location based clustering technique and an evolutionary conservation tool. RESULTS: By comparing the wild type Nipponbare and two drought resistant rice varities, we found that 21 nt and 24 nt siRNAs are significantly expressed in the three rice plants but at different time points under a short-term (0, 1, and 6 hrs) drought treatment. siRNAs were up-regulated in the wild type at an early stage while the up-regulation was delayed in the two drought tolerant plants. Genes targeted by up-regulated siRNAs were related to oxidation reduction and proteolysis, which are well known to be associated with water deficit phenotypes. More interestingly, we found that siRNAs were located in intronic regions as clusters and were of high evolutionary conservation among monocot grass plants. In summary, we show that siRNAs are important respondents to drought stress and regulate genes related to the drought tolerance in water deficit conditions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-016-0355-3) contains supplementary material, which is available to authorized users. BioMed Central 2016-12-23 /pmc/articles/PMC5260113/ /pubmed/28155667 http://dx.doi.org/10.1186/s12918-016-0355-3 Text en © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Jung, Inuk Ahn, Hongryul Shin, Seon-Ju Kim, Jukon Kwon, Hawk-Bin Jung, Woosuk Kim, Sun Clustering and evolutionary analysis of small RNAs identify regulatory siRNA clusters induced under drought stress in rice |
title | Clustering and evolutionary analysis of small RNAs identify regulatory siRNA clusters induced under drought stress in rice |
title_full | Clustering and evolutionary analysis of small RNAs identify regulatory siRNA clusters induced under drought stress in rice |
title_fullStr | Clustering and evolutionary analysis of small RNAs identify regulatory siRNA clusters induced under drought stress in rice |
title_full_unstemmed | Clustering and evolutionary analysis of small RNAs identify regulatory siRNA clusters induced under drought stress in rice |
title_short | Clustering and evolutionary analysis of small RNAs identify regulatory siRNA clusters induced under drought stress in rice |
title_sort | clustering and evolutionary analysis of small rnas identify regulatory sirna clusters induced under drought stress in rice |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5260113/ https://www.ncbi.nlm.nih.gov/pubmed/28155667 http://dx.doi.org/10.1186/s12918-016-0355-3 |
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