De novo sequencing of root transcriptome reveals complex cadmium-responsive regulatory networks in radish (Raphanus sativus L.)

被引:68
|
作者
Xu, Liang [1 ]
Wang, Yan [1 ]
Liu, Wei [1 ]
Wang, Jin [2 ]
Zhu, Xianwen [3 ]
Zhang, Keyun [2 ]
Yu, Rugang [1 ]
Wang, Ronghua [1 ]
Xie, Yang [1 ]
Zhang, Wei [1 ]
Gong, Yiqin [1 ]
Liu, Liwang [1 ]
机构
[1] Nanjing Agr Univ, Coll Hort, Natl Key Lab Crop Genet & Germplasm Enhancement, Nanjing 210095, Jiangsu, Peoples R China
[2] Nanjing Agr Univ, Coll Life Sci, Nanjing 210095, Jiangsu, Peoples R China
[3] N Dakota State Univ, Dept Plant Sci, Fargo, ND 58108 USA
基金
中国国家自然科学基金;
关键词
Cadmium (Cd) stress; Raphanus sativus; Transcriptome; Differentially expressed gene (DEG); microRNAs; Gene expression profile; GENOME-WIDE IDENTIFICATION; RNA-SEQ DATA; GENE-EXPRESSION; PROFILE ANALYSIS; METAL TOXICITY; MICRORNAS; STRESS; PLANTS; MAIZE; TRANSLOCATION;
D O I
10.1016/j.plantsci.2015.04.015
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Cadmium (Cd) is a nonessential metallic trace element that poses potential chronic toxicity to living organisms. To date, little is known about the Cd-responsive regulatory network in root vegetable crops including radish. In this study, 31,015 unigenes representing 66,552 assembled unique transcripts were isolated from radish root under Cd stress based on de nova transcriptome assembly. In all, 1496 differentially expressed genes (DEGs) consisted of 3579 transcripts were identified from Cd-free (CK) and Cd-treated (Cd200) libraries. Gene Ontology and pathway enrichment analysis indicated that the up- and down-regulated DEGs were predominately involved in glucosinolate biosynthesis as well as cysteine and methionine-related pathways, respectively. RT-qPCR showed that the expression profiles of DEGs were in consistent with results from RNA-Seq analysis. Several candidate genes encoding phytochelatin synthase (PCS), metallothioneins (MTs), glutathione (GSH), zinc iron permease (ZIPs) and ABC transporter were responsible for Cd uptake, accumulation, translocation and detoxification in radish. The schematic model of DEGs and microRNAs-involved in Cd-responsive regulatory network was proposed. This study represents a first comprehensive transcriptome-based characterization of Cd-responsive DEGs in radish. These results could provide fundamental insight into complex Cd-responsive regulatory networks and facilitate further genetic manipulation of Cd accumulation in root vegetable crops. (C) 2015 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:313 / 323
页数:11
相关论文
共 50 条
  • [21] Transcriptome-wide analysis of chromium-stress responsive microRNAs to explore miRNA-mediated regulatory networks in radish (Raphanus sativus L.)
    Liu, Wei
    Xu, Liang
    Wang, Yan
    Shen, Hong
    Zhu, Xianwen
    Zhang, Keyun
    Chen, Yinglong
    Yu, Rugang
    Limera, Cecilia
    Liu, Liwang
    SCIENTIFIC REPORTS, 2015, 5
  • [22] Differential proteomic analysis reveals sequential heat stress-responsive regulatory network in radish (Raphanus sativus L.) taproot
    Wang, Ronghua
    Mei, Yi
    Xu, Liang
    Zhu, Xianwen
    Wang, Yan
    Guo, Jun
    Liu, Liwang
    PLANTA, 2018, 247 (05) : 1109 - 1122
  • [23] Differential proteomic analysis reveals sequential heat stress-responsive regulatory network in radish (Raphanus sativus L.) taproot
    Ronghua Wang
    Yi Mei
    Liang Xu
    Xianwen Zhu
    Yan Wang
    Jun Guo
    Liwang Liu
    Planta, 2018, 247 : 1109 - 1122
  • [24] Comparative transcriptome analysis reveals transcriptional regulation of anthocyanin biosynthesis in purple radish (Raphanus sativus L.)
    Liu, Yi
    Wang, Chenchen
    Chen, Haidong
    Dai, Guoqiang
    Cuimu, Qiushi
    Shen, Wenjie
    Gao, Liwei
    Zhu, Bo
    Gao, Changbin
    Chen, Lunlin
    Chen, Daozong
    Zhang, Xueli
    Tan, Chen
    BMC GENOMICS, 2024, 25 (01):
  • [25] Genetic and physiological analyses of root cracking in radish (Raphanus sativus L.)
    Xiaona Yu
    Su Ryun Choi
    Sushil Satish Chhapekar
    Lu Lu
    Yinbo Ma
    Ji-Young Lee
    Seongmin Hong
    Yoon-Young Kim
    Sang Heon Oh
    Yong Pyo Lim
    Theoretical and Applied Genetics, 2019, 132 : 3425 - 3437
  • [26] Transcriptome Profiling of Radish (Raphanus sativus L.) Root and Identification of Genes Involved in Response to Lead (Pb) Stress with Next Generation Sequencing
    Wang, Yan
    Xu, Liang
    Chen, Yinglong
    Shen, Hong
    Gong, Yiqin
    Limera, Cecilia
    Liu, Liwang
    PLOS ONE, 2013, 8 (06):
  • [27] Genetic and physiological analyses of root cracking in radish (Raphanus sativus L.)
    Yu, Xiaona
    Choi, Su Ryun
    Chhapekar, Sushil Satish
    Lu, Lu
    Ma, Yinbo
    Lee, Ji-Young
    Hong, Seongmin
    Kim, Yoon-Young
    Oh, Sang Heon
    Lim, Yong Pyo
    THEORETICAL AND APPLIED GENETICS, 2019, 132 (12) : 3425 - 3437
  • [28] Metabolic and transcriptome analysis of dark red taproot in radish (Raphanus sativus L.)
    Heng, Shuangping
    Gao, Changbin
    Cui, Mengdi
    Fu, Jing
    Ren, Sujing
    Xin, Kaiyun
    He, Congan
    Wang, Aihua
    Song, Liping
    Tang, Liguang
    Wang, Bincai
    Zhang, Xueli
    PLOS ONE, 2022, 17 (05):
  • [29] Transcriptome analysis of crown gall in radish (Raphanus sativus L.) inbred lines
    Tkachenko, Alexander A.
    Gancheva, Maria S.
    Tvorogova, Varvara E.
    Danilov, Lavrenty G.
    Predeus, Alexander V.
    Dodueva, Irina E.
    Lutova, Ludmila L.
    ANNALS OF APPLIED BIOLOGY, 2021, 178 (03) : 527 - 548
  • [30] Metabolic and transcriptome analysis of dark red taproot in radish (Raphanus sativus L.)
    Heng, Shuangping
    Gao, Changbin
    Cui, Mengdi
    Fu, Jing
    Ren, Sujing
    Xin, Kaiyun
    He, Congan
    Wang, Aihua
    Song, Liping
    Tang, Liguang
    Wang, Bincai
    Zhang, Xueli
    PLOS PATHOGENS, 2022, 18 (05)