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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...

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Autores principales: Ballén-Taborda, Carolina, Plata, Germán, Ayling, Sarah, Rodríguez-Zapata, Fausto, Becerra Lopez-Lavalle, Luis Augusto, Duitama, Jorge, Tohme, Joe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
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.
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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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