Cargando…
Identification of vital candidate microRNA/mRNA pairs regulating ovule development using high-throughput sequencing in hazel
BACKGROUND: Hazels (Corylus spp.) are economically important nut-producing species in which ovule development determines seed plumpness, one of the key parameters reflecting nut quality. microRNAs (miRNAs) play important roles in RNA silencing and the post-transcriptional regulation of gene expressi...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7329476/ https://www.ncbi.nlm.nih.gov/pubmed/32605594 http://dx.doi.org/10.1186/s12861-020-00219-z |
_version_ | 1783552912703619072 |
---|---|
author | Liu, Jianfeng Luo, Qizheng Zhang, Xingzheng Zhang, Qiang Cheng, Yunqing |
author_facet | Liu, Jianfeng Luo, Qizheng Zhang, Xingzheng Zhang, Qiang Cheng, Yunqing |
author_sort | Liu, Jianfeng |
collection | PubMed |
description | BACKGROUND: Hazels (Corylus spp.) are economically important nut-producing species in which ovule development determines seed plumpness, one of the key parameters reflecting nut quality. microRNAs (miRNAs) play important roles in RNA silencing and the post-transcriptional regulation of gene expression. However, very little is currently known regarding the miRNAs involved in regulating ovule growth and development. RESULTS: In this study, we accordingly sought to determine the important miRNAs involved in ovule development and growth in hazel. We examined ovules at four developmental stages, namely, ovule formation (Ov1), early ovule growth (Ov2), rapid ovule growth (Ov3), and ovule maturity (Ov4). On the basis of small RNA and mRNA sequencing using the Illumina sequencing platform, we identified 970 miRNAs in hazel, of which 766 and 204 were known and novel miRNAs, respectively. In Ov1-vs-Ov2, Ov1-vs-Ov3, Ov1-vs-Ov4, Ov2-vs-Ov3, Ov2-vs-Ov4, and Ov3-vs-Ov4 paired comparisons, 471 differentially expressed microRNAs (DEmiRNAs) and their 3117 target differentially expressed messenger RNAs (DEmRNAs) formed 11,199 DEmiRNA/DEmRNA pairs, with each DEmiRNA changing the expression of an average of 6.62 target mRNAs. Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis of all DEmRNAs revealed 29 significantly enriched KEGG pathways in the six paired comparisons, including protein export (ko03060), fatty acid elongation (ko00062), starch and sucrose metabolism (ko00500), fatty acid biosynthesis (ko00061), and amino sugar and nucleotide sugar metabolism (ko00520). Our results indicate that DEmiRNA/DEmRNA pairs showing opposite change trends were related to stress tolerance, embryo and seed development, cell proliferation, auxin transduction, and the biosynthesis of proteins, starch, and fats may participate in ovule growth and development. CONCLUSIONS: These findings contribute to a better understanding of ovule development at the level of post-transcriptional regulation, and lay the foundation for further functional analyses of hazelnut ovule growth and development. |
format | Online Article Text |
id | pubmed-7329476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73294762020-07-02 Identification of vital candidate microRNA/mRNA pairs regulating ovule development using high-throughput sequencing in hazel Liu, Jianfeng Luo, Qizheng Zhang, Xingzheng Zhang, Qiang Cheng, Yunqing BMC Dev Biol Research Article BACKGROUND: Hazels (Corylus spp.) are economically important nut-producing species in which ovule development determines seed plumpness, one of the key parameters reflecting nut quality. microRNAs (miRNAs) play important roles in RNA silencing and the post-transcriptional regulation of gene expression. However, very little is currently known regarding the miRNAs involved in regulating ovule growth and development. RESULTS: In this study, we accordingly sought to determine the important miRNAs involved in ovule development and growth in hazel. We examined ovules at four developmental stages, namely, ovule formation (Ov1), early ovule growth (Ov2), rapid ovule growth (Ov3), and ovule maturity (Ov4). On the basis of small RNA and mRNA sequencing using the Illumina sequencing platform, we identified 970 miRNAs in hazel, of which 766 and 204 were known and novel miRNAs, respectively. In Ov1-vs-Ov2, Ov1-vs-Ov3, Ov1-vs-Ov4, Ov2-vs-Ov3, Ov2-vs-Ov4, and Ov3-vs-Ov4 paired comparisons, 471 differentially expressed microRNAs (DEmiRNAs) and their 3117 target differentially expressed messenger RNAs (DEmRNAs) formed 11,199 DEmiRNA/DEmRNA pairs, with each DEmiRNA changing the expression of an average of 6.62 target mRNAs. Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis of all DEmRNAs revealed 29 significantly enriched KEGG pathways in the six paired comparisons, including protein export (ko03060), fatty acid elongation (ko00062), starch and sucrose metabolism (ko00500), fatty acid biosynthesis (ko00061), and amino sugar and nucleotide sugar metabolism (ko00520). Our results indicate that DEmiRNA/DEmRNA pairs showing opposite change trends were related to stress tolerance, embryo and seed development, cell proliferation, auxin transduction, and the biosynthesis of proteins, starch, and fats may participate in ovule growth and development. CONCLUSIONS: These findings contribute to a better understanding of ovule development at the level of post-transcriptional regulation, and lay the foundation for further functional analyses of hazelnut ovule growth and development. BioMed Central 2020-07-01 /pmc/articles/PMC7329476/ /pubmed/32605594 http://dx.doi.org/10.1186/s12861-020-00219-z Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data. |
spellingShingle | Research Article Liu, Jianfeng Luo, Qizheng Zhang, Xingzheng Zhang, Qiang Cheng, Yunqing Identification of vital candidate microRNA/mRNA pairs regulating ovule development using high-throughput sequencing in hazel |
title | Identification of vital candidate microRNA/mRNA pairs regulating ovule development using high-throughput sequencing in hazel |
title_full | Identification of vital candidate microRNA/mRNA pairs regulating ovule development using high-throughput sequencing in hazel |
title_fullStr | Identification of vital candidate microRNA/mRNA pairs regulating ovule development using high-throughput sequencing in hazel |
title_full_unstemmed | Identification of vital candidate microRNA/mRNA pairs regulating ovule development using high-throughput sequencing in hazel |
title_short | Identification of vital candidate microRNA/mRNA pairs regulating ovule development using high-throughput sequencing in hazel |
title_sort | identification of vital candidate microrna/mrna pairs regulating ovule development using high-throughput sequencing in hazel |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7329476/ https://www.ncbi.nlm.nih.gov/pubmed/32605594 http://dx.doi.org/10.1186/s12861-020-00219-z |
work_keys_str_mv | AT liujianfeng identificationofvitalcandidatemicrornamrnapairsregulatingovuledevelopmentusinghighthroughputsequencinginhazel AT luoqizheng identificationofvitalcandidatemicrornamrnapairsregulatingovuledevelopmentusinghighthroughputsequencinginhazel AT zhangxingzheng identificationofvitalcandidatemicrornamrnapairsregulatingovuledevelopmentusinghighthroughputsequencinginhazel AT zhangqiang identificationofvitalcandidatemicrornamrnapairsregulatingovuledevelopmentusinghighthroughputsequencinginhazel AT chengyunqing identificationofvitalcandidatemicrornamrnapairsregulatingovuledevelopmentusinghighthroughputsequencinginhazel |