Comparative transcriptome and co-expression network analysis revealed the genes associated with senescence and polygalacturonase activity involved in pod shattering of rapeseed.

Umer Mahmood, Xiaodong Li, Mingchao Qian, Yonghai Fan, Mengna Yu, Shengting Li, Ali Shahzad, Cunmin Qu, Jiana Li, Liezhao Liu, Kun Lu
{"title":"Comparative transcriptome and co-expression network analysis revealed the genes associated with senescence and polygalacturonase activity involved in pod shattering of rapeseed.","authors":"Umer Mahmood,&nbsp;Xiaodong Li,&nbsp;Mingchao Qian,&nbsp;Yonghai Fan,&nbsp;Mengna Yu,&nbsp;Shengting Li,&nbsp;Ali Shahzad,&nbsp;Cunmin Qu,&nbsp;Jiana Li,&nbsp;Liezhao Liu,&nbsp;Kun Lu","doi":"10.1186/s13068-023-02275-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The pod shattering (PS) trait negatively affects the crop yield in rapeseed especially under dry conditions. To better understand the trait and cultivate higher resistance varieties, it's necessary to identify key genes and unravel the PS mechanism thoroughly.</p><p><strong>Results: </strong>In this study, we conducted a comparative transcriptome analysis between two materials significantly different in silique shatter resistance lignin deposition and polygalacturonase (PG) activity. Here, we identified 10,973 differentially expressed genes at six pod developmental stages. We found that the late pod development stages might be crucial in preparing the pods for upcoming shattering events. GO enrichment results from K-means clustering and weighed gene correlation network analysis (WGCNA) both revealed senescence-associated genes play an important role in PS. Two hub genes Bna.A05ABI5 and Bna.C03ERF/AP2-3 were selected from the MEyellow module, which possibly regulate the PS through senescence-related mechanisms. Further investigation found that senescence-associated transcription factor Bna.A05ABI5 upregulated the expression of SAG2 and ERF/AP2 to control the shattering process. In addition, the upregulation of Bna.C03ERF/AP2-3 is possibly involved in the transcription of downstream SHP1/2 and LEA proteins to trigger the shattering mechanism. We also analyzed the PS marker genes and found Bna.C07SHP1/2 and Bna.PG1/2 were significantly upregulated in susceptible accession. Furthermore, the role of auxin transport by Bna.WAG2 was also observed, which could reduce the PG activity to enhance the PS resistance through the cell wall loosening process.</p><p><strong>Conclusion: </strong>Based on comparative transcriptome evaluation, this study delivers insights into the regulatory mechanism primarily underlying the variation of PS in rapeseed. Taken together, these results provide a better understanding to increase the yield of rapeseed by reducing the PS through better engineered crops.</p>","PeriodicalId":9125,"journal":{"name":"Biotechnology for Biofuels and Bioproducts","volume":"16 1","pages":"20"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9906875/pdf/","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biotechnology for Biofuels and Bioproducts","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s13068-023-02275-6","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

Background: The pod shattering (PS) trait negatively affects the crop yield in rapeseed especially under dry conditions. To better understand the trait and cultivate higher resistance varieties, it's necessary to identify key genes and unravel the PS mechanism thoroughly.

Results: In this study, we conducted a comparative transcriptome analysis between two materials significantly different in silique shatter resistance lignin deposition and polygalacturonase (PG) activity. Here, we identified 10,973 differentially expressed genes at six pod developmental stages. We found that the late pod development stages might be crucial in preparing the pods for upcoming shattering events. GO enrichment results from K-means clustering and weighed gene correlation network analysis (WGCNA) both revealed senescence-associated genes play an important role in PS. Two hub genes Bna.A05ABI5 and Bna.C03ERF/AP2-3 were selected from the MEyellow module, which possibly regulate the PS through senescence-related mechanisms. Further investigation found that senescence-associated transcription factor Bna.A05ABI5 upregulated the expression of SAG2 and ERF/AP2 to control the shattering process. In addition, the upregulation of Bna.C03ERF/AP2-3 is possibly involved in the transcription of downstream SHP1/2 and LEA proteins to trigger the shattering mechanism. We also analyzed the PS marker genes and found Bna.C07SHP1/2 and Bna.PG1/2 were significantly upregulated in susceptible accession. Furthermore, the role of auxin transport by Bna.WAG2 was also observed, which could reduce the PG activity to enhance the PS resistance through the cell wall loosening process.

Conclusion: Based on comparative transcriptome evaluation, this study delivers insights into the regulatory mechanism primarily underlying the variation of PS in rapeseed. Taken together, these results provide a better understanding to increase the yield of rapeseed by reducing the PS through better engineered crops.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
比较转录组和共表达网络分析揭示了油菜籽粒破碎过程中与衰老和聚半乳糖醛酸酶活性相关的基因。
背景:在干旱条件下,油菜籽的碎荚性状对作物产量有不利影响。为了更好地了解这一性状,培育抗性更高的品种,有必要对关键基因进行鉴定,并彻底阐明PS机制。结果:在本研究中,我们对两种材料进行了比较转录组分析,这两种材料在硅酸粉碎抗性木质素沉积和聚半乳糖醛酸酶(PG)活性方面存在显著差异。在这里,我们鉴定了10973个差异表达基因在6个豆荚发育阶段。我们发现,豆荚发育的后期阶段可能是为即将到来的粉碎事件做好准备的关键。K-means聚类和加权基因相关网络分析(WGCNA)的氧化石墨烯富集结果均显示衰老相关基因在PS中起重要作用。A05ABI5和Bna。从MEyellow模块中选择了C03ERF/AP2-3,可能通过衰老相关机制调控PS。进一步研究发现衰老相关转录因子Bna。A05ABI5上调SAG2和ERF/AP2的表达,控制破碎过程。此外,Bna的上调。C03ERF/AP2-3可能参与下游SHP1/2和LEA蛋白的转录,从而触发破碎机制。我们还分析了PS标记基因,发现了Bna。C07SHP1/2和Bna。PG1/2在易感菌株中显著上调。此外,Bna在生长素运输中的作用。WAG2可以通过细胞壁松动过程降低PG活性,增强抗PS能力。结论:基于比较转录组评估,本研究揭示了油菜PS变异的主要调控机制。综上所述,这些结果为通过更好的工程作物降低PS来提高油菜籽产量提供了更好的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Alanine dehydrogenases from four different microorganisms: characterization and their application in L-alanine production. A high-throughput dual system to screen polyphosphate kinase mutants for efficient ATP regeneration in L-theanine biocatalysis. Unravelling and engineering an operon involved in the side-chain degradation of sterols in Mycolicibacterium neoaurum for the production of steroid synthons. Correction: Secretion of collagenases by Saccharomyces cerevisiae for collagen degradation. Engineering Saccharomyces cerevisiae for improved biofilm formation and ethanol production in continuous fermentation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1