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

被引:43
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.
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页数:20
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共 62 条
[1]   A survey of the sorghum transcriptome using single-molecule long reads [J].
Abdel-Ghany, Salah E. ;
Hamilton, Michael ;
Jacobi, Jennifer L. ;
Ngam, Peter ;
Devitt, Nicholas ;
Schilkey, Faye ;
Ben-Hur, Asa ;
Reddy, Anireddy S. N. .
NATURE COMMUNICATIONS, 2016, 7
[2]   Prospects for Hybrid Breeding in Bioenergy Grasses [J].
Aguirre, Andrea Arias ;
Studer, Bruno ;
Frei, Ursula ;
Luebberstedt, Thomas .
BIOENERGY RESEARCH, 2012, 5 (01) :10-19
[3]   Leveraging transcript quantification for fast computation of alternative splicing profiles [J].
Alamancos, Gael P. ;
Pages, Amadis ;
Trincado, Juan L. ;
Bellora, Nicolas ;
Eyras, Eduardo .
RNA, 2015, 21 (09) :1521-1531
[4]   Full-length mRNA sequencing uncovers a widespread coupling between transcription initiation and mRNA processing [J].
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. .
GENOME BIOLOGY, 2018, 19
[5]   Linking protein oxidation to environmental pollutants: Redox proteomic approaches [J].
Braconi, Daniela ;
Bernardini, Giulia ;
Santucci, Annalisa .
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 [J].
Brunetti, Patrizia ;
Zanella, Letizia ;
De Paolis, Angelo ;
Di Litta, Davide ;
Cecchetti, Valentina ;
Falasca, Giuseppina ;
Barbieri, Maurizio ;
Altamura, Maria Maddalena ;
Costantino, Paolo ;
Cardarelli, Maura .
JOURNAL OF EXPERIMENTAL BOTANY, 2015, 66 (13) :3815-3829
[7]   A synteny-based draft genome sequence of the forage grass Lolium perenne [J].
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 .
PLANT JOURNAL, 2015, 84 (04) :816-826
[8]   HsfA1a upregulates melatonin biosynthesis to confer cadmium tolerance in tomato plants [J].
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 .
JOURNAL OF PINEAL RESEARCH, 2017, 62 (02)
[9]   Taxonomic relationships and interspecific hybridization in the genus Lolium (grasses) [J].
Charmet, G ;
Balfourier, F ;
Chatard, V .
GENETIC RESOURCES AND CROP EVOLUTION, 1996, 43 (04) :319-327
[10]  
Chen C, 2019, BMC PLANT BIOL, V19, DOI [10.1186/s12879-019-4260-4, 10.1186/s12870-019-1654-9, 10.1186/s12872-019-1150-z]