A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes

被引:26
作者
Barling, Adam [1 ,2 ]
Swaminathan, Kankshita [1 ]
Mitros, Therese [3 ,4 ]
James, Brandon T. [1 ,2 ]
Morris, Juliette [1 ]
Ngamboma, Ornella [1 ]
Hall, Megan C. [3 ]
Kirkpatrick, Jessica [1 ,2 ]
Alabady, Magdy [1 ]
Spence, Ashley K. [5 ]
Hudson, Matthew E. [1 ,2 ]
Rokhsar, Daniel S. [3 ,4 ,6 ]
Moose, Stephen P. [1 ,2 ]
机构
[1] Univ Illinois, Inst Genom Biol, Energy Biosci Inst, 1206 West Gregory Dr, Urbana, IL 61801 USA
[2] Univ Illinois, Urbana, IL 61801 USA
[3] Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
[4] Univ Calif Berkeley, Dept Mol & Cell Biol, Berkeley, CA 94720 USA
[5] Univ Illinois, Dept Plant Biol, Edward R Madigan Lab, Urbana, IL 61801 USA
[6] DOE Joint Genome Inst, Walnut Creek, CA 94598 USA
关键词
Transcriptome; Miscanthus; Illumina; Short read sequencing; RNA sequencing; Development; JASMONIC ACID; INDUCIBLE GENES; MESSENGER-RNA; ARABIDOPSIS; SINENSIS; SORGHUM; GENOME; ANDROPOGONEAE; INTERPROSCAN; RESOURCE;
D O I
10.1186/1471-2164-14-864
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: The Miscanthus genus of perennial C4 grasses contains promising biofuel crops for temperate climates. However, few genomic resources exist for Miscanthus, which limits understanding of its interesting biology and future genetic improvement. A comprehensive catalog of expressed sequences were generated from a variety of Miscanthus species and tissue types, with an emphasis on characterizing gene expression changes in spring compared to fall rhizomes. Results: Illumina short read sequencing technology was used to produce transcriptome sequences from different tissues and organs during distinct developmental stages for multiple Miscanthus species, including Miscanthus sinensis, Miscanthus sacchariflorus, and their interspecific hybrid Miscanthus x giganteus. More than fifty billion base-pairs of Miscanthus transcript sequence were produced. Overall, 26,230 Sorghum gene models (i.e., similar to 96% of predicted Sorghum genes) had at least five Miscanthus reads mapped to them, suggesting that a large portion of the Miscanthus transcriptome is represented in this dataset. The Miscanthus x giganteus data was used to identify genes preferentially expressed in a single tissue, such as the spring rhizome, using Sorghum bicolor as a reference. Quantitative real-time PCR was used to verify examples of preferential expression predicted via RNA-Seq. Contiguous consensus transcript sequences were assembled for each species and annotated using InterProScan. Sequences from the assembled transcriptome were used to amplify genomic segments from a doubled haploid Miscanthus sinensis and from Miscanthus x giganteus to further disentangle the allelic and paralogous variations in genes. Conclusions: This large expressed sequence tag collection creates a valuable resource for the study of Miscanthus biology by providing detailed gene sequence information and tissue preferred expression patterns. We have successfully generated a database of transcriptome assemblies and demonstrated its use in the study of genes of interest. Analysis of gene expression profiles revealed biological pathways that exhibit altered regulation in spring compared to fall rhizomes, which are consistent with their different physiological functions. The expression profiles of the subterranean rhizome provides a better understanding of the biological activities of the underground stem structures that are essentials for perenniality and the storage or remobilization of carbon and nutrient resources.
引用
收藏
页数:16
相关论文
共 58 条
[1]  
[Anonymous], 2012, NATURE, DOI [DOI 10.1038/NATURE11543, 10.1038/nature11543]
[2]   Global gene expression profiles in developing soybean seeds [J].
Asakura, Tomiko ;
Tamura, Tomoko ;
Terauchi, Kaede ;
Narikawa, Tomoyo ;
Yagasaki, Kazuhiro ;
Ishimaru, Yoshiro ;
Abe, Keiko .
PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2012, 52 :147-153
[3]   De novo transcriptome assembly with ABySS [J].
Birol, Inanc ;
Jackman, Shaun D. ;
Nielsen, Cydney B. ;
Qian, Jenny Q. ;
Varhol, Richard ;
Stazyk, Greg ;
Morin, Ryan D. ;
Zhao, Yongjun ;
Hirst, Martin ;
Schein, Jacqueline E. ;
Horsman, Doug E. ;
Connors, Joseph M. ;
Gascoyne, Randy D. ;
Marra, Marco A. ;
Jones, Steven J. M. .
BIOINFORMATICS, 2009, 25 (21) :2872-2877
[4]   Rank products: a simple, yet powerful, new method to detect differentially regulated genes in replicated microarray experiments [J].
Breitling, R ;
Armengaud, P ;
Amtmann, A ;
Herzyk, P .
FEBS LETTERS, 2004, 573 (1-3) :83-92
[5]   BLAST plus : architecture and applications [J].
Camacho, Christiam ;
Coulouris, George ;
Avagyan, Vahram ;
Ma, Ning ;
Papadopoulos, Jason ;
Bealer, Kevin ;
Madden, Thomas L. .
BMC BIOINFORMATICS, 2009, 10
[6]   Two homologous low-temperature-inducible genes from Arabidopsis encode highly hydrophobic proteins [J].
Capel, J ;
Jarillo, JA ;
Salinas, J ;
MartinezZapater, JM .
PLANT PHYSIOLOGY, 1997, 115 (02) :569-576
[7]  
Chang S. J., 1993, Plant Molecular Biology Reporter, V11, P113, DOI 10.1007/BF02670468
[8]   The JAZ family of repressors is the missing link in jasmonate signalling [J].
Chini, Andrea ;
Fonseca, S. ;
Fernandez, G. ;
Adie, B. ;
Chico, J. M. ;
Lorenzo, O. ;
Garcia-Casado, G. ;
Lopez-Vidriero, I. ;
Lozano, F. M. ;
Ponce, M. R. ;
Micol, J. L. ;
Solano, R. .
NATURE, 2007, 448 (7154) :666-+
[9]   The ZIM domain mediates homo- and heteromeric interactions between Arabidopsis JAZ proteins [J].
Chini, Andrea ;
Fonseca, Sandra ;
Chico, Jose M. ;
Fernandez-Calvo, Patricia ;
Solano, Roberto .
PLANT JOURNAL, 2009, 59 (01) :77-87
[10]   Transcriptome-Based Differentiation of Closely-Related Miscanthus Lines [J].
Chouvarine, Philippe ;
Cooksey, Amanda M. ;
McCarthy, Fiona M. ;
Ray, David A. ;
Baldwin, Brian S. ;
Burgess, Shane C. ;
Peterson, Daniel G. .
PLOS ONE, 2012, 7 (01) :168-175