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Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network
Climate change has been associated with a higher incidence of combined adverse environmental conditions that can promote a significant decrease in crop productivity. However, knowledge on how a combination of stresses might affect plant development is still scarce. MicroRNAs (miRNAs) have been propo...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8656716/ https://www.ncbi.nlm.nih.gov/pubmed/34899791 http://dx.doi.org/10.3389/fpls.2021.769093 |
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author | Villalba-Bermell, Pascual Marquez-Molins, Joan Marques, María-Carmen Hernandez-Azurdia, Andrea G. Corell-Sierra, Julia Picó, Belén Monforte, Antonio J. Elena, Santiago F. Gomez, Gustavo G. |
author_facet | Villalba-Bermell, Pascual Marquez-Molins, Joan Marques, María-Carmen Hernandez-Azurdia, Andrea G. Corell-Sierra, Julia Picó, Belén Monforte, Antonio J. Elena, Santiago F. Gomez, Gustavo G. |
author_sort | Villalba-Bermell, Pascual |
collection | PubMed |
description | Climate change has been associated with a higher incidence of combined adverse environmental conditions that can promote a significant decrease in crop productivity. However, knowledge on how a combination of stresses might affect plant development is still scarce. MicroRNAs (miRNAs) have been proposed as potential targets for improving crop productivity. Here, we have combined deep-sequencing, computational characterization of responsive miRNAs and validation of their regulatory role in a comprehensive analysis of response of melon to several combinations of four stresses (cold, salinity, short day, and infection with a fungus). Twenty-two miRNA families responding to double and/or triple stresses were identified. The regulatory role of the differentially expressed miRNAs was validated by quantitative measurements of the expression of the corresponding target genes. A high proportion (ca. 60%) of these families (mainly highly conserved miRNAs targeting transcription factors) showed a non-additive response to multiple stresses in comparison with that observed under each one of the stresses individually. Among those miRNAs showing non-additive response to stress combinations, most interactions were negative, suggesting the existence of functional convergence in the miRNA-mediated response to combined stresses. Taken together, our results provide compelling pieces of evidence that the response to combined stresses cannot be easily predicted from the study individual stresses. |
format | Online Article Text |
id | pubmed-8656716 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86567162021-12-10 Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network Villalba-Bermell, Pascual Marquez-Molins, Joan Marques, María-Carmen Hernandez-Azurdia, Andrea G. Corell-Sierra, Julia Picó, Belén Monforte, Antonio J. Elena, Santiago F. Gomez, Gustavo G. Front Plant Sci Plant Science Climate change has been associated with a higher incidence of combined adverse environmental conditions that can promote a significant decrease in crop productivity. However, knowledge on how a combination of stresses might affect plant development is still scarce. MicroRNAs (miRNAs) have been proposed as potential targets for improving crop productivity. Here, we have combined deep-sequencing, computational characterization of responsive miRNAs and validation of their regulatory role in a comprehensive analysis of response of melon to several combinations of four stresses (cold, salinity, short day, and infection with a fungus). Twenty-two miRNA families responding to double and/or triple stresses were identified. The regulatory role of the differentially expressed miRNAs was validated by quantitative measurements of the expression of the corresponding target genes. A high proportion (ca. 60%) of these families (mainly highly conserved miRNAs targeting transcription factors) showed a non-additive response to multiple stresses in comparison with that observed under each one of the stresses individually. Among those miRNAs showing non-additive response to stress combinations, most interactions were negative, suggesting the existence of functional convergence in the miRNA-mediated response to combined stresses. Taken together, our results provide compelling pieces of evidence that the response to combined stresses cannot be easily predicted from the study individual stresses. Frontiers Media S.A. 2021-11-25 /pmc/articles/PMC8656716/ /pubmed/34899791 http://dx.doi.org/10.3389/fpls.2021.769093 Text en Copyright © 2021 Villalba-Bermell, Marquez-Molins, Marques, Hernandez-Azurdia, Corell-Sierra, Picó, Monforte, Elena and Gomez. https://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 Villalba-Bermell, Pascual Marquez-Molins, Joan Marques, María-Carmen Hernandez-Azurdia, Andrea G. Corell-Sierra, Julia Picó, Belén Monforte, Antonio J. Elena, Santiago F. Gomez, Gustavo G. Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network |
title | Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network |
title_full | Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network |
title_fullStr | Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network |
title_full_unstemmed | Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network |
title_short | Combined Stress Conditions in Melon Induce Non-additive Effects in the Core miRNA Regulatory Network |
title_sort | combined stress conditions in melon induce non-additive effects in the core mirna regulatory network |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8656716/ https://www.ncbi.nlm.nih.gov/pubmed/34899791 http://dx.doi.org/10.3389/fpls.2021.769093 |
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