Full-Length Transcriptome Assembly of Italian Ryegrass Root Integrated with RNA-Seq to Identify Genes in Response to Plant Cadmium Stress

被引:41
作者
Hu, Zhaoyang [1 ]
Zhang, Yufei [1 ]
He, Yue [1 ]
Cao, Qingqing [1 ]
Zhang, Ting [1 ]
Lou, Laiqing [1 ]
Cai, Qingsheng [1 ]
机构
[1] Nanjing Agr Univ, Coll Life Sci, Nanjing 210095, Peoples R China
关键词
alternative splicing; cadmium; Italian ryegrass root; transcriptome; LmAUX1; ACCUMULATION; TOLERANCE; SEQUENCE; COMPLEXITY; EXPRESSION; LANDSCAPE; WHEAT;
D O I
10.3390/ijms21031067
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 toxic heavy metal element. It is relatively easily absorbed by plants and enters the food chain, resulting in human exposure to Cd. Italian ryegrass (Lolium multiflorum Lam.), an important forage cultivated widely in temperate regions worldwide, has the potential to be used in phytoremediation. However, genes regulating Cd translocation and accumulation in this species are not fully understood. Here, we optimized PacBio ISO-seq and integrated it with RNA-seq to construct a de novo full-length transcriptomic database for an un-sequenced autotetraploid species. With the database, we identified 2367 differentially expressed genes (DEGs) and profiled the molecular regulatory pathways of Italian ryegrass with Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis in response to Cd stress. Overexpression of a DEG LmAUX1 in Arabidopsis thaliana significantly enhanced plant Cd concentration. We also unveiled the complexity of alternative splicing (AS) with a genome-free strategy. We reconstructed full-length UniTransModels using the reference transcriptome, and 29.76% of full-length models had more than one isoform. Taken together, the results enhanced our understanding of the genetic diversity and complexity of Italian ryegrass under Cd stress and provided valuable genetic resources for its gene identification and molecular breeding.
引用
收藏
页数:20
相关论文
共 62 条
  • [1] A survey of the sorghum transcriptome using single-molecule long reads
    Abdel-Ghany, Salah E.
    Hamilton, Michael
    Jacobi, Jennifer L.
    Ngam, Peter
    Devitt, Nicholas
    Schilkey, Faye
    Ben-Hur, Asa
    Reddy, Anireddy S. N.
    [J]. NATURE COMMUNICATIONS, 2016, 7
  • [2] Prospects for Hybrid Breeding in Bioenergy Grasses
    Aguirre, Andrea Arias
    Studer, Bruno
    Frei, Ursula
    Luebberstedt, Thomas
    [J]. BIOENERGY RESEARCH, 2012, 5 (01) : 10 - 19
  • [3] Leveraging transcript quantification for fast computation of alternative splicing profiles
    Alamancos, Gael P.
    Pages, Amadis
    Trincado, Juan L.
    Bellora, Nicolas
    Eyras, Eduardo
    [J]. RNA, 2015, 21 (09) : 1521 - 1531
  • [4] Full-length mRNA sequencing uncovers a widespread coupling between transcription initiation and mRNA processing
    Anvar, Seyed Yahya
    Allard, Guy
    Tseng, Elizabeth
    Sheynkman, Gloria M.
    de Klerk, Eleonora
    Vermaat, Martijn
    Yin, Raymund H.
    Johansson, Hans E.
    Ariyurek, Yavuz
    den Dunnen, Johan T.
    Turner, Stephen W.
    't Hoen, Peter A. C.
    [J]. GENOME BIOLOGY, 2018, 19
  • [5] Linking protein oxidation to environmental pollutants: Redox proteomic approaches
    Braconi, Daniela
    Bernardini, Giulia
    Santucci, Annalisa
    [J]. JOURNAL OF PROTEOMICS, 2011, 74 (11) : 2324 - 2337
  • [6] Cadmium-inducible expression of the ABC-type transporter AtABCC3 increases phytochelatin-mediated cadmium tolerance in Arabidopsis
    Brunetti, Patrizia
    Zanella, Letizia
    De Paolis, Angelo
    Di Litta, Davide
    Cecchetti, Valentina
    Falasca, Giuseppina
    Barbieri, Maurizio
    Altamura, Maria Maddalena
    Costantino, Paolo
    Cardarelli, Maura
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2015, 66 (13) : 3815 - 3829
  • [7] A synteny-based draft genome sequence of the forage grass Lolium perenne
    Byrne, Stephen L.
    Nagy, Istvan
    Pfeifer, Matthias
    Armstead, Ian
    Swain, Suresh
    Studer, Bruno
    Mayer, Klaus
    Campbell, Jacqueline D.
    Czaban, Adrian
    Hentrup, Stephan
    Panitz, Frank
    Bendixen, Christian
    Hedegaard, Jakob
    Caccamo, Mario
    Asp, Torben
    [J]. PLANT JOURNAL, 2015, 84 (04) : 816 - 826
  • [8] HsfA1a upregulates melatonin biosynthesis to confer cadmium tolerance in tomato plants
    Cai, Shu-Yu
    Zhang, Yun
    Xu, You-Ping
    Qi, Zhen-Yu
    Li, Meng-Qi
    Ahammed, Golam Jalal
    Xia, Xiao-Jian
    Shi, Kai
    Zhou, Yan-Hong
    Reiter, Russel J.
    Yu, Jing-Quan
    Zhou, Jie
    [J]. JOURNAL OF PINEAL RESEARCH, 2017, 62 (02)
  • [9] Taxonomic relationships and interspecific hybridization in the genus Lolium (grasses)
    Charmet, G
    Balfourier, F
    Chatard, V
    [J]. GENETIC RESOURCES AND CROP EVOLUTION, 1996, 43 (04) : 319 - 327
  • [10] Chen C, 2019, BMC PLANT BIOL, V19, DOI [10.1186/s12889-019-7276-1, 10.1186/s12870-019-1654-9, 10.1186/s12879-019-4260-4, 10.1186/s12872-019-1150-z]