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Comprehensive Annotation and Functional Exploration of MicroRNAs in Lettuce
MicroRNA (miRNA) is an important endogenous post-transcriptional regulator, while lettuce (Lactuca sativa) is a leafy vegetable of global economic significance. However, there are few studies on miRNAs in lettuce, and research on miRNA regulatory network in lettuce is absent. In this study, through...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8739914/ https://www.ncbi.nlm.nih.gov/pubmed/35003165 http://dx.doi.org/10.3389/fpls.2021.781836 |
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author | Deng, Yang Qin, Yajuan Yang, Pan Du, Jianjun Kuang, Zheng Zhao, Yongxin Wang, Ying Li, Dayong Wei, Jianhua Guo, Xinyu Li, Lei Yang, Xiaozeng |
author_facet | Deng, Yang Qin, Yajuan Yang, Pan Du, Jianjun Kuang, Zheng Zhao, Yongxin Wang, Ying Li, Dayong Wei, Jianhua Guo, Xinyu Li, Lei Yang, Xiaozeng |
author_sort | Deng, Yang |
collection | PubMed |
description | MicroRNA (miRNA) is an important endogenous post-transcriptional regulator, while lettuce (Lactuca sativa) is a leafy vegetable of global economic significance. However, there are few studies on miRNAs in lettuce, and research on miRNA regulatory network in lettuce is absent. In this study, through deep sequencing of small RNAs in different tissues, together with a reference genome, 157 high-confidence miRNA loci in lettuce were comprehensively identified, and their expression patterns were determined. Using a combination of computational prediction and high-throughput experimental verification, a set of reliable lettuce miRNA targets were obtained. Furthermore, through RNA-Seq, the expression profiles of these targets and a comprehensive view of the negative regulatory relationship between miRNAs and their targets was acquired based on a correlation analysis. To further understand miRNA functions, a miRNA regulatory network was constructed, with miRNAs at the core and combining transcription factors and miRNA target genes. This regulatory network, mainly composed of feed forward loop motifs, greatly increases understanding of the potential functions of miRNAs, and many unknown potential regulatory links were discovered. Finally, considering its specific expression pattern, Lsa-MIR408 as a hub gene was employed to illustrate the function of the regulatory network, and genetic experiments revealed its ability to increase the fresh weight and achene size of lettuce. In short, this work lays a solid foundation for the study of miRNA functions and regulatory networks in lettuce. |
format | Online Article Text |
id | pubmed-8739914 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87399142022-01-08 Comprehensive Annotation and Functional Exploration of MicroRNAs in Lettuce Deng, Yang Qin, Yajuan Yang, Pan Du, Jianjun Kuang, Zheng Zhao, Yongxin Wang, Ying Li, Dayong Wei, Jianhua Guo, Xinyu Li, Lei Yang, Xiaozeng Front Plant Sci Plant Science MicroRNA (miRNA) is an important endogenous post-transcriptional regulator, while lettuce (Lactuca sativa) is a leafy vegetable of global economic significance. However, there are few studies on miRNAs in lettuce, and research on miRNA regulatory network in lettuce is absent. In this study, through deep sequencing of small RNAs in different tissues, together with a reference genome, 157 high-confidence miRNA loci in lettuce were comprehensively identified, and their expression patterns were determined. Using a combination of computational prediction and high-throughput experimental verification, a set of reliable lettuce miRNA targets were obtained. Furthermore, through RNA-Seq, the expression profiles of these targets and a comprehensive view of the negative regulatory relationship between miRNAs and their targets was acquired based on a correlation analysis. To further understand miRNA functions, a miRNA regulatory network was constructed, with miRNAs at the core and combining transcription factors and miRNA target genes. This regulatory network, mainly composed of feed forward loop motifs, greatly increases understanding of the potential functions of miRNAs, and many unknown potential regulatory links were discovered. Finally, considering its specific expression pattern, Lsa-MIR408 as a hub gene was employed to illustrate the function of the regulatory network, and genetic experiments revealed its ability to increase the fresh weight and achene size of lettuce. In short, this work lays a solid foundation for the study of miRNA functions and regulatory networks in lettuce. Frontiers Media S.A. 2021-12-24 /pmc/articles/PMC8739914/ /pubmed/35003165 http://dx.doi.org/10.3389/fpls.2021.781836 Text en Copyright © 2021 Deng, Qin, Yang, Du, Kuang, Zhao, Wang, Li, Wei, Guo, Li and Yang. 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 Deng, Yang Qin, Yajuan Yang, Pan Du, Jianjun Kuang, Zheng Zhao, Yongxin Wang, Ying Li, Dayong Wei, Jianhua Guo, Xinyu Li, Lei Yang, Xiaozeng Comprehensive Annotation and Functional Exploration of MicroRNAs in Lettuce |
title | Comprehensive Annotation and Functional Exploration of MicroRNAs in Lettuce |
title_full | Comprehensive Annotation and Functional Exploration of MicroRNAs in Lettuce |
title_fullStr | Comprehensive Annotation and Functional Exploration of MicroRNAs in Lettuce |
title_full_unstemmed | Comprehensive Annotation and Functional Exploration of MicroRNAs in Lettuce |
title_short | Comprehensive Annotation and Functional Exploration of MicroRNAs in Lettuce |
title_sort | comprehensive annotation and functional exploration of micrornas in lettuce |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8739914/ https://www.ncbi.nlm.nih.gov/pubmed/35003165 http://dx.doi.org/10.3389/fpls.2021.781836 |
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