Identification of novel flowering genes using RNA-Seq pipeline employing combinatorial approach in Arabidopsis thaliana time-series apical shoot meristem data

Sumukh Deshpande, A. James, C. Franklin, Lindsey J. Leach, Jianhua Yang
{"title":"Identification of novel flowering genes using RNA-Seq pipeline employing combinatorial approach in Arabidopsis thaliana time-series apical shoot meristem data","authors":"Sumukh Deshpande, A. James, C. Franklin, Lindsey J. Leach, Jianhua Yang","doi":"10.1504/ijbra.2020.10026539","DOIUrl":null,"url":null,"abstract":"Floral transition is a crucial event in the reproductive cycle of a flowering plant during which many genes are expressed that govern the transition phase. Identification of additional genes connected to flowering genes is vital since they may regulate flowering genes and vice versa. Through our study, expression values of additional genes have been found similar to flowering genes FLC and LFY in the transition phase. The presented approach plays a crucial role in this discovery. An RNA-Seq computational pipeline was developed for identification of novel genes involved in floral transition from A. thaliana apical shoot meristem time-series data. By intersecting differentially expressed genes (DEGs) from Cuffdiff, DEseq and edgeR, we identified 30 genes as principle regulators in the transition phase. Additionally, expression profiles of highly connected genes from network analysis revealed 76 genes with non-functional association and high correlation to FLC and LFY suggesting their potential role in floral regulation.","PeriodicalId":434900,"journal":{"name":"Int. J. Bioinform. Res. Appl.","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Bioinform. Res. Appl.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/ijbra.2020.10026539","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Floral transition is a crucial event in the reproductive cycle of a flowering plant during which many genes are expressed that govern the transition phase. Identification of additional genes connected to flowering genes is vital since they may regulate flowering genes and vice versa. Through our study, expression values of additional genes have been found similar to flowering genes FLC and LFY in the transition phase. The presented approach plays a crucial role in this discovery. An RNA-Seq computational pipeline was developed for identification of novel genes involved in floral transition from A. thaliana apical shoot meristem time-series data. By intersecting differentially expressed genes (DEGs) from Cuffdiff, DEseq and edgeR, we identified 30 genes as principle regulators in the transition phase. Additionally, expression profiles of highly connected genes from network analysis revealed 76 genes with non-functional association and high correlation to FLC and LFY suggesting their potential role in floral regulation.
利用RNA-Seq管道组合方法在拟南芥时间序列顶端分生组织数据中鉴定新的开花基因
花的转变是开花植物生殖周期中的一个关键事件,在这个过程中,许多基因的表达控制了过渡阶段。鉴定与开花基因相关的其他基因至关重要,因为它们可以调节开花基因,反之亦然。通过我们的研究,我们发现了与开花基因FLC和LFY相似的其他基因在转化期的表达值。提出的方法在这一发现中起着至关重要的作用。利用拟南芥顶芽分生组织时间序列数据,建立了一个RNA-Seq计算管道,用于鉴定与花转化有关的新基因。通过对Cuffdiff、DEseq和edgeR的差异表达基因(DEGs)进行交叉分析,我们确定了30个基因作为过渡阶段的主要调控因子。此外,网络分析显示,76个高连接基因与FLC和LFY具有非功能关联和高相关性,表明它们可能在花的调控中发挥作用。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信