Cargando…
Gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in Camellia oleifera
INTRODUCTION: Self-incompatibility (SI) is an important strategy for plants to maintain abundant variation to enhance their adaptability to the environment. Camellia oleifera is one of the most important woody oil plants and is widely cultivated in China. Late acting self-incompatibility (LSI) in C....
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902722/ https://www.ncbi.nlm.nih.gov/pubmed/36762174 http://dx.doi.org/10.3389/fpls.2022.1065872 |
_version_ | 1784883327141937152 |
---|---|
author | Li, Chang Long, Yi Lu, Mengqi Zhou, Junqin Wang, Sen Xu, Yan Tan, Xiaofeng |
author_facet | Li, Chang Long, Yi Lu, Mengqi Zhou, Junqin Wang, Sen Xu, Yan Tan, Xiaofeng |
author_sort | Li, Chang |
collection | PubMed |
description | INTRODUCTION: Self-incompatibility (SI) is an important strategy for plants to maintain abundant variation to enhance their adaptability to the environment. Camellia oleifera is one of the most important woody oil plants and is widely cultivated in China. Late acting self-incompatibility (LSI) in C. oleifera results in a relatively poor fruit yield in the natural state, and understanding of the LSI mechanism remains limited. METHODS: To better understand the molecular expression and gene coexpression network in the LSI reaction in C. oleifera, we conducted self- and cross-pollination experiments at two different flower bud developmental stages (3–4 d before flowering and 1 d before flowering), and cytological observation, fruit setting rate (FSR) investigation and RNA-Seq analysis were performed to investigate the mechanism of the male −female interaction and identify hub genes responsible for the LSI in C. oleifera. RESULTS: Based on the 21 ovary transcriptomes, a total of 7669 DEGs were identified after filtering out low-expression genes. Weighted gene coexpression network analysis (WGCNA) divided the DEGs into 15 modules. Genes in the blue module (1163 genes) were positively correlated with FSR, and genes in the pink module (339 genes) were negatively correlated with FSR. KEGG analysis indicated that flavonoid biosynthesis, plant MAPK signaling pathways, ubiquitin-mediated proteolysis, and plant-pathogen interaction were the crucial pathways for the LSI reaction. Fifty four transcription factors (TFs) were obtained in the two key modules, and WRKY and MYB were potentially involved in the LSI reaction in C. oleifera. Network establishment indicated that genes encoding G-type lectin S-receptor-like serine (lecRLK), isoflavone 3’-hydroxylase-like (CYP81Q32), cytochrome P450 87A3-like (CYP87A3), and probable calcium-binding protein (CML41) were the hub genes that positively responded to the LSI reaction. The other DEGs inside the two modules, including protein RALF-like 10 (RALF), F-box and pectin acetylesterase (MTERF5), might also play vital roles in the LSI reaction in C. oleifera. DISCUSSION: Overall, our study provides a meaningful resource for gene network studies of the LSI reaction process and subsequent analyses of pollen−pistil interactions and TF roles in the LSI reaction, and it also provides new insights for exploring the mechanisms of the LSI response. |
format | Online Article Text |
id | pubmed-9902722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99027222023-02-08 Gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in Camellia oleifera Li, Chang Long, Yi Lu, Mengqi Zhou, Junqin Wang, Sen Xu, Yan Tan, Xiaofeng Front Plant Sci Plant Science INTRODUCTION: Self-incompatibility (SI) is an important strategy for plants to maintain abundant variation to enhance their adaptability to the environment. Camellia oleifera is one of the most important woody oil plants and is widely cultivated in China. Late acting self-incompatibility (LSI) in C. oleifera results in a relatively poor fruit yield in the natural state, and understanding of the LSI mechanism remains limited. METHODS: To better understand the molecular expression and gene coexpression network in the LSI reaction in C. oleifera, we conducted self- and cross-pollination experiments at two different flower bud developmental stages (3–4 d before flowering and 1 d before flowering), and cytological observation, fruit setting rate (FSR) investigation and RNA-Seq analysis were performed to investigate the mechanism of the male −female interaction and identify hub genes responsible for the LSI in C. oleifera. RESULTS: Based on the 21 ovary transcriptomes, a total of 7669 DEGs were identified after filtering out low-expression genes. Weighted gene coexpression network analysis (WGCNA) divided the DEGs into 15 modules. Genes in the blue module (1163 genes) were positively correlated with FSR, and genes in the pink module (339 genes) were negatively correlated with FSR. KEGG analysis indicated that flavonoid biosynthesis, plant MAPK signaling pathways, ubiquitin-mediated proteolysis, and plant-pathogen interaction were the crucial pathways for the LSI reaction. Fifty four transcription factors (TFs) were obtained in the two key modules, and WRKY and MYB were potentially involved in the LSI reaction in C. oleifera. Network establishment indicated that genes encoding G-type lectin S-receptor-like serine (lecRLK), isoflavone 3’-hydroxylase-like (CYP81Q32), cytochrome P450 87A3-like (CYP87A3), and probable calcium-binding protein (CML41) were the hub genes that positively responded to the LSI reaction. The other DEGs inside the two modules, including protein RALF-like 10 (RALF), F-box and pectin acetylesterase (MTERF5), might also play vital roles in the LSI reaction in C. oleifera. DISCUSSION: Overall, our study provides a meaningful resource for gene network studies of the LSI reaction process and subsequent analyses of pollen−pistil interactions and TF roles in the LSI reaction, and it also provides new insights for exploring the mechanisms of the LSI response. Frontiers Media S.A. 2023-01-24 /pmc/articles/PMC9902722/ /pubmed/36762174 http://dx.doi.org/10.3389/fpls.2022.1065872 Text en Copyright © 2023 Li, Long, Lu, Zhou, Wang, Xu and Tan 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 Li, Chang Long, Yi Lu, Mengqi Zhou, Junqin Wang, Sen Xu, Yan Tan, Xiaofeng Gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in Camellia oleifera |
title | Gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in Camellia oleifera
|
title_full | Gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in Camellia oleifera
|
title_fullStr | Gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in Camellia oleifera
|
title_full_unstemmed | Gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in Camellia oleifera
|
title_short | Gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in Camellia oleifera
|
title_sort | gene coexpression analysis reveals key pathways and hub genes related to late-acting self-incompatibility in camellia oleifera |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902722/ https://www.ncbi.nlm.nih.gov/pubmed/36762174 http://dx.doi.org/10.3389/fpls.2022.1065872 |
work_keys_str_mv | AT lichang genecoexpressionanalysisrevealskeypathwaysandhubgenesrelatedtolateactingselfincompatibilityincamelliaoleifera AT longyi genecoexpressionanalysisrevealskeypathwaysandhubgenesrelatedtolateactingselfincompatibilityincamelliaoleifera AT lumengqi genecoexpressionanalysisrevealskeypathwaysandhubgenesrelatedtolateactingselfincompatibilityincamelliaoleifera AT zhoujunqin genecoexpressionanalysisrevealskeypathwaysandhubgenesrelatedtolateactingselfincompatibilityincamelliaoleifera AT wangsen genecoexpressionanalysisrevealskeypathwaysandhubgenesrelatedtolateactingselfincompatibilityincamelliaoleifera AT xuyan genecoexpressionanalysisrevealskeypathwaysandhubgenesrelatedtolateactingselfincompatibilityincamelliaoleifera AT tanxiaofeng genecoexpressionanalysisrevealskeypathwaysandhubgenesrelatedtolateactingselfincompatibilityincamelliaoleifera |