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Identification of Cassava MicroRNAs under Abiotic Stress
The study of microRNAs (miRNAs) in plants has gained significant attention in recent years due to their regulatory role during development and in response to biotic and abiotic stresses. Although cassava (Manihot esculenta Crantz) is tolerant to drought and other adverse conditions, most cassava miR...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3845235/ https://www.ncbi.nlm.nih.gov/pubmed/24328029 http://dx.doi.org/10.1155/2013/857986 |
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author | Ballén-Taborda, Carolina Plata, Germán Ayling, Sarah Rodríguez-Zapata, Fausto Becerra Lopez-Lavalle, Luis Augusto Duitama, Jorge Tohme, Joe |
author_facet | Ballén-Taborda, Carolina Plata, Germán Ayling, Sarah Rodríguez-Zapata, Fausto Becerra Lopez-Lavalle, Luis Augusto Duitama, Jorge Tohme, Joe |
author_sort | Ballén-Taborda, Carolina |
collection | PubMed |
description | The study of microRNAs (miRNAs) in plants has gained significant attention in recent years due to their regulatory role during development and in response to biotic and abiotic stresses. Although cassava (Manihot esculenta Crantz) is tolerant to drought and other adverse conditions, most cassava miRNAs have been predicted using bioinformatics alone or through sequencing of plants challenged by biotic stress. Here, we use high-throughput sequencing and different bioinformatics methods to identify potential cassava miRNAs expressed in different tissues subject to heat and drought conditions. We identified 60 miRNAs conserved in other plant species and 821 potential cassava-specific miRNAs. We also predicted 134 and 1002 potential target genes for these two sets of sequences. Using real time PCR, we verified the condition-specific expression of 5 cassava small RNAs relative to a non-stress control. We also found, using publicly available expression data, a significantly lower expression of the predicted target genes of conserved and nonconserved miRNAs under drought stress compared to other cassava genes. Gene Ontology enrichment analysis along with condition specific expression of predicted miRNA targets, allowed us to identify several interesting miRNAs which may play a role in stress-induced posttranscriptional regulation in cassava and other plants. |
format | Online Article Text |
id | pubmed-3845235 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-38452352013-12-10 Identification of Cassava MicroRNAs under Abiotic Stress Ballén-Taborda, Carolina Plata, Germán Ayling, Sarah Rodríguez-Zapata, Fausto Becerra Lopez-Lavalle, Luis Augusto Duitama, Jorge Tohme, Joe Int J Genomics Research Article The study of microRNAs (miRNAs) in plants has gained significant attention in recent years due to their regulatory role during development and in response to biotic and abiotic stresses. Although cassava (Manihot esculenta Crantz) is tolerant to drought and other adverse conditions, most cassava miRNAs have been predicted using bioinformatics alone or through sequencing of plants challenged by biotic stress. Here, we use high-throughput sequencing and different bioinformatics methods to identify potential cassava miRNAs expressed in different tissues subject to heat and drought conditions. We identified 60 miRNAs conserved in other plant species and 821 potential cassava-specific miRNAs. We also predicted 134 and 1002 potential target genes for these two sets of sequences. Using real time PCR, we verified the condition-specific expression of 5 cassava small RNAs relative to a non-stress control. We also found, using publicly available expression data, a significantly lower expression of the predicted target genes of conserved and nonconserved miRNAs under drought stress compared to other cassava genes. Gene Ontology enrichment analysis along with condition specific expression of predicted miRNA targets, allowed us to identify several interesting miRNAs which may play a role in stress-induced posttranscriptional regulation in cassava and other plants. Hindawi Publishing Corporation 2013 2013-11-14 /pmc/articles/PMC3845235/ /pubmed/24328029 http://dx.doi.org/10.1155/2013/857986 Text en Copyright © 2013 Carolina Ballén-Taborda et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Ballén-Taborda, Carolina Plata, Germán Ayling, Sarah Rodríguez-Zapata, Fausto Becerra Lopez-Lavalle, Luis Augusto Duitama, Jorge Tohme, Joe Identification of Cassava MicroRNAs under Abiotic Stress |
title | Identification of Cassava MicroRNAs under Abiotic Stress |
title_full | Identification of Cassava MicroRNAs under Abiotic Stress |
title_fullStr | Identification of Cassava MicroRNAs under Abiotic Stress |
title_full_unstemmed | Identification of Cassava MicroRNAs under Abiotic Stress |
title_short | Identification of Cassava MicroRNAs under Abiotic Stress |
title_sort | identification of cassava micrornas under abiotic stress |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3845235/ https://www.ncbi.nlm.nih.gov/pubmed/24328029 http://dx.doi.org/10.1155/2013/857986 |
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