Combining genetic diversity, informatics and metabolomics to facilitate annotation of plant gene function

被引:181
作者
Tohge, Takayuki [1 ]
Fernie, Alisdair R. [1 ]
机构
[1] Max Planck Inst Mol Pflanzen Physiol, Potsdam Golm, Germany
关键词
TRANSCRIPTOME COEXPRESSION ANALYSIS; MASS-SPECTROMETRY DATA; ARABIDOPSIS-THALIANA; GAS-CHROMATOGRAPHY; EXPRESSION DATA; ALKALOID BIOSYNTHESIS; SYSTEMS-BIOLOGY; GLUCOSINOLATE BIOSYNTHESIS; GLUCOSE PYROPHOSPHORYLASE; METABOLITE IDENTIFICATION;
D O I
10.1038/nprot.2010.82
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Given the ever-increasing number of species for which full-genome sequencing has been realized, there is a rising burden for gene functional annotation. In this study, we provide a detailed protocol that combines co-response gene analysis (using target genes of known function to allow the identification of nonannotated genes likely to be involved in a certain metabolic process) with the identification of target compounds through metabolomics. Strategies exist for applying this information to populations generated by both forward and reverse genetics approaches, although none of these are facile. This approach can also be used as a tool to identify unknown mass-spectral peaks representing new or unusual secondary metabolites, which is currently the major challenge of this analytical research field.
引用
收藏
页码:1210 / 1227
页数:18
相关论文
共 159 条
[1]   Genomics-based selection and functional characterization of triterpene glycosyltransferases from the model legume Medicago truncatula [J].
Achnine, L ;
Huhman, DV ;
Farag, MA ;
Sumner, LW ;
Blount, JW ;
Dixon, RA .
PLANT JOURNAL, 2005, 41 (06) :875-887
[2]   Identification of the SAAT gene involved in strawberry flavor biogenesis by use of DNA microarrays [J].
Aharoni, A ;
Keizer, LCP ;
Bouwmeester, HJ ;
Sun, ZK ;
Alvarez-Huerta, M ;
Verhoeven, HA ;
Blaas, J ;
van Houwelingen, AMML ;
De Vos, RCH ;
van der Voet, H ;
Jansen, RC ;
Guis, M ;
Mol, J ;
Davis, RW ;
Schena, M ;
van Tunen, AJ ;
O'Connell, AP .
PLANT CELL, 2000, 12 (05) :647-661
[3]  
Akiyama Kenji, 2008, In Silico Biology, V8, P339
[4]   Metabolomic Screening Applied to Rice FOX Arabidopsis Lines Leads to the Identification of a Gene-Changing Nitrogen Metabolism [J].
Albinsky, Doris ;
Kusano, Miyako ;
Higuchi, Mieko ;
Hayashi, Naomi ;
Kobayashi, Makoto ;
Fukushima, Atsushi ;
Mori, Masaki ;
Ichikawa, Takanari ;
Matsui, Keiko ;
Kuroda, Hirofumi ;
Horii, Yoko ;
Tsumoto, Yuko ;
Sakakibara, Hitoshi ;
Hirochika, Hirohiko ;
Matsui, Minami ;
Saito, Kazuki .
MOLECULAR PLANT, 2010, 3 (01) :125-142
[5]  
[Anonymous], 1998, Connections
[6]   Approaches for extracting practical information from gene co-expression networks in plant biology [J].
Aoki, Koh ;
Ogata, Yoshiyuki ;
Shibata, Daisuke .
PLANT AND CELL PHYSIOLOGY, 2007, 48 (03) :381-390
[7]   Physiology and metabolism reacting to the full complexity of metabolic pathways in a postgenomic era [J].
Benning, C ;
Stitt, M .
CURRENT OPINION IN PLANT BIOLOGY, 2004, 7 (03) :231-234
[8]   XCMS2:: Processing tandem mass spectrometry data for metabolite identification and structural characterization [J].
Benton, H. P. ;
Wong, D. M. ;
Trauger, S. A. ;
Siuzdak, G. .
ANALYTICAL CHEMISTRY, 2008, 80 (16) :6382-6389
[9]   Metabolome analysis of Biosynthetic mutants reveals a diversity of metabolic changes and allows identification of a large number of new compounds in arabidopsis [J].
Boettcher, Christoph ;
von Roepenack-Lahaye, Edda ;
Schmidt, Juergen ;
Schmotz, Constanze ;
Neumann, Steffen ;
Scheel, Dierk ;
Clemens, Stephan .
PLANT PHYSIOLOGY, 2008, 147 (04) :2107-2120
[10]   The grapevine transcription factor VvMYBPA1 regulates proanthocyanidin synthesis during fruit development [J].
Bogs, Jochen ;
Jaffe, Felix W. ;
Takos, Adam M. ;
Walker, Amanda R. ;
Robinson, Simon P. .
PLANT PHYSIOLOGY, 2007, 143 (03) :1347-1361