Iso-Seq Allows Genome-Independent Transcriptome Profiling of Grape Berry Development

被引:64
作者
Minio, Andrea [1 ]
Massonnet, Melanie [1 ]
Figueroa-Balderas, Rosa [1 ]
Vondras, Amanda M. [1 ]
Blanco-Ulate, Barbara [2 ]
Cantu, Dario [1 ]
机构
[1] Univ Calif Davis, Dept Viticulture & Enol, Davis, CA 95616 USA
[2] Univ Calif Davis, Dept Plant Sci, Davis, CA 95616 USA
关键词
transcriptome reference; RNA-seq; Vitis vinifera; berry ripening; ALTERNATIVE SPLICING LANDSCAPE; VITIS-VINIFERA L; READ ALIGNMENT; RNA; GENES; PLANT; ANNOTATION; EXPRESSION; RECONSTRUCTION; PROGRAM;
D O I
10.1534/g3.118.201008
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Transcriptomics has been widely applied to study grape berry development. With few exceptions, transcriptomic studies in grape are performed using the available genome sequence, PN40024, as reference. However, differences in gene content among grape accessions, which contribute to phenotypic differences among cultivars, suggest that a single reference genome does not represent the species' entire gene space. Though whole genome assembly and annotation can reveal the relatively unique or "private" gene space of any particular cultivar, transcriptome reconstruction is a more rapid, less costly, and less computationally intensive strategy to accomplish the same goal. In this study, we used single molecule-real time sequencing (SMRT) to sequence full-length cDNA (Iso-Seq) and reconstruct the transcriptome of Cabernet Sauvignon berries during berry ripening. In addition, short reads from ripening berries were used to error-correct low-expression isoforms and to profile isoform expression. By comparing the annotated gene space of Cabernet Sauvignon to other grape cultivars, we demonstrate that the transcriptome reference built with Iso-Seq data represents most of the expressed genes in the grape berries and includes 1,501 cultivar-specific genes. Iso-Seq produced transcriptome profiles similar to those obtained after mapping on a complete genome reference. Together, these results justify the application of Iso-Seq to identify cultivar-specific genes and build a comprehensive reference for transcriptional profiling that circumvents the necessity of a genome reference with its associated costs and computational weight.
引用
收藏
页码:755 / 767
页数:13
相关论文
共 144 条
[81]   Gene identification in novel eukaryotic genomes by self-training algorithm [J].
Lomsadze, A ;
Ter-Hovhannisyan, V ;
Chernoff, YO ;
Borodovsky, M .
NUCLEIC ACIDS RESEARCH, 2005, 33 (20) :6494-6506
[82]   The use of microsatellites for germplasm management in a Portuguese grapevine collection [J].
Lopes, MS ;
Sefc, KM ;
Dias, EE ;
Steinkellner, H ;
Machado, MLD ;
Machado, AD .
THEORETICAL AND APPLIED GENETICS, 1999, 99 (3-4) :733-739
[83]   Vitis vinifera terpenoid cyclases:: functional identification of two sesquiterpene synthase cDNAs encoding (+)-valencene synthase and (-)-germacrene D synthase and expression of mono- and sesquiterpene synthases in grapevine flowers and berries [J].
Lücker, J ;
Bowen, P ;
Bohlmann, J .
PHYTOCHEMISTRY, 2004, 65 (19) :2649-2659
[84]   TigrScan and GlimmerHMM:: two open source ab initio eukaryotic gene-finders [J].
Majoros, WH ;
Pertea, M ;
Salzberg, SL .
BIOINFORMATICS, 2004, 20 (16) :2878-2879
[85]   Transcriptome survey reveals increased complexity of the alternative splicing landscape in Arabidopsis [J].
Marquez, Yamile ;
Brown, John W. S. ;
Simpson, Craig ;
Barta, Andrea ;
Kalyna, Maria .
GENOME RESEARCH, 2012, 22 (06) :1184-1195
[86]   The bouquet of grapevine (Vitis vinifera L. cv. Cabernet Sauvignon) flowers arises from the biosynthesis of sesquiterpene volatiles in pollen grains [J].
Martin, Diane M. ;
Toub, Omid ;
Chiang, Angela ;
Lo, Bernard C. ;
Ohse, Sebastian ;
Lund, Steven T. ;
Bohlmann, Joerg .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (17) :7245-7250
[87]   Next-generation transcriptome assembly [J].
Martin, Jeffrey A. ;
Wang, Zhong .
NATURE REVIEWS GENETICS, 2011, 12 (10) :671-682
[88]   Ripening Transcriptomic Program in Red and White Grapevine Varieties Correlates with Berry Skin Anthocyanin Accumulation [J].
Massonnet, Melanie ;
Fasoli, Marianna ;
Tornielli, Giovanni Battista ;
Altieri, Mario ;
Sandri, Marco ;
Zuccolotto, Paola ;
Paci, Paola ;
Gardiman, Massimo ;
Zenoni, Sara ;
Pezzotti, Mario .
PLANT PHYSIOLOGY, 2017, 174 (04) :2376-2396
[89]   Neofusicoccum parvum Colonization of the Grapevine Woody Stem Triggers Asynchronous Host Responses at the Site of Infection and in the Leaves [J].
Massonnet, Melanie ;
Figueroa-Balderas, Rosa ;
Galarneau, Erin R. A. ;
Miki, Shiho ;
Lawrence, Daniel P. ;
Sun, Qiang ;
Wallis, Christopher M. ;
Baumgartner, Kendra ;
Cantu, Dario .
FRONTIERS IN PLANT SCIENCE, 2017, 8
[90]   The First 50 Plant Genomes [J].
Michael, Todd P. ;
Jackson, Scott .
PLANT GENOME, 2013, 6 (02)