Literature DB >> 20539294

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

Takayuki Tohge1, Alisdair R Fernie.   

Abstract

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.

Mesh:

Year:  2010        PMID: 20539294     DOI: 10.1038/nprot.2010.82

Source DB:  PubMed          Journal:  Nat Protoc        ISSN: 1750-2799            Impact factor:   13.491


  147 in total

1.  Technical advance: simultaneous analysis of metabolites in potato tuber by gas chromatography-mass spectrometry.

Authors:  U Roessner; C Wagner; J Kopka; R N Trethewey; L Willmitzer
Journal:  Plant J       Date:  2000-07       Impact factor: 6.417

2.  White grapes arose through the mutation of two similar and adjacent regulatory genes.

Authors:  Amanda R Walker; Elizabeth Lee; Jochen Bogs; Debra A J McDavid; Mark R Thomas; Simon P Robinson
Journal:  Plant J       Date:  2007-03       Impact factor: 6.417

3.  Integration of biological networks and gene expression data using Cytoscape.

Authors:  Melissa S Cline; Michael Smoot; Ethan Cerami; Allan Kuchinsky; Nerius Landys; Chris Workman; Rowan Christmas; Iliana Avila-Campilo; Michael Creech; Benjamin Gross; Kristina Hanspers; Ruth Isserlin; Ryan Kelley; Sarah Killcoyne; Samad Lotia; Steven Maere; John Morris; Keiichiro Ono; Vuk Pavlovic; Alexander R Pico; Aditya Vailaya; Peng-Liang Wang; Annette Adler; Bruce R Conklin; Leroy Hood; Martin Kuiper; Chris Sander; Ilya Schmulevich; Benno Schwikowski; Guy J Warner; Trey Ideker; Gary D Bader
Journal:  Nat Protoc       Date:  2007       Impact factor: 13.491

4.  TagFinder for the quantitative analysis of gas chromatography--mass spectrometry (GC-MS)-based metabolite profiling experiments.

Authors:  Alexander Luedemann; Katrin Strassburg; Alexander Erban; Joachim Kopka
Journal:  Bioinformatics       Date:  2008-01-19       Impact factor: 6.937

5.  Elucidation of gene-to-gene and metabolite-to-gene networks in arabidopsis by integration of metabolomics and transcriptomics.

Authors:  Masami Yokota Hirai; Marion Klein; Yuuta Fujikawa; Mitsuru Yano; Dayan B Goodenowe; Yasuyo Yamazaki; Shigehiko Kanaya; Yukiko Nakamura; Masahiko Kitayama; Hideyuki Suzuki; Nozomu Sakurai; Daisuke Shibata; Jim Tokuhisa; Michael Reichelt; Jonathan Gershenzon; Jutta Papenbrock; Kazuki Saito
Journal:  J Biol Chem       Date:  2005-05-02       Impact factor: 5.157

6.  Identification of a WRKY protein as a transcriptional regulator of benzylisoquinoline alkaloid biosynthesis in Coptis japonica.

Authors:  Nobuhiko Kato; Emilyn Dubouzet; Yasuhisa Kokabu; Sayumi Yoshida; Yoshimasa Taniguchi; Joseph Gogo Dubouzet; Kazufumi Yazaki; Fumihiko Sato
Journal:  Plant Cell Physiol       Date:  2006-11-27       Impact factor: 4.927

7.  Genomics-based selection and functional characterization of triterpene glycosyltransferases from the model legume Medicago truncatula.

Authors:  Lahoucine Achnine; David V Huhman; Mohamed A Farag; Lloyd W Sumner; Jack W Blount; Richard A Dixon
Journal:  Plant J       Date:  2005-03       Impact factor: 6.417

8.  A metabolic signature of the beneficial interaction of the endophyte paenibacillus sp. isolate and in vitro-grown poplar plants revealed by metabolomics.

Authors:  Christian Scherling; Kristina Ulrich; Dietrich Ewald; Wolfram Weckwerth
Journal:  Mol Plant Microbe Interact       Date:  2009-08       Impact factor: 4.171

9.  ATTED-II provides coexpressed gene networks for Arabidopsis.

Authors:  Takeshi Obayashi; Shinpei Hayashi; Motoshi Saeki; Hiroyuki Ohta; Kengo Kinoshita
Journal:  Nucleic Acids Res       Date:  2008-10-25       Impact factor: 16.971

10.  Metabolite annotations based on the integration of mass spectral information.

Authors:  Yoko Iijima; Yukiko Nakamura; Yoshiyuki Ogata; Ken'ichi Tanaka; Nozomu Sakurai; Kunihiro Suda; Tatsuya Suzuki; Hideyuki Suzuki; Koei Okazaki; Masahiko Kitayama; Shigehiko Kanaya; Koh Aoki; Daisuke Shibata
Journal:  Plant J       Date:  2008-02-07       Impact factor: 6.417

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  88 in total

Review 1.  Transcriptional and metabolic programs following exposure of plants to UV-B irradiation.

Authors:  Takayuki Tohge; Miyako Kusano; Atsushi Fukushima; Kazuki Saito; Alisdair R Fernie
Journal:  Plant Signal Behav       Date:  2011-12

2.  On the discordance of metabolomics with proteomics and transcriptomics: coping with increasing complexity in logic, chemistry, and network interactions scientific correspondence.

Authors:  Alisdair R Fernie; Mark Stitt
Journal:  Plant Physiol       Date:  2012-01-17       Impact factor: 8.340

3.  Exploring tomato gene functions based on coexpression modules using graph clustering and differential coexpression approaches.

Authors:  Atsushi Fukushima; Tomoko Nishizawa; Mariko Hayakumo; Shoko Hikosaka; Kazuki Saito; Eiji Goto; Miyako Kusano
Journal:  Plant Physiol       Date:  2012-02-03       Impact factor: 8.340

4.  Identification of the 2-hydroxyglutarate and isovaleryl-CoA dehydrogenases as alternative electron donors linking lysine catabolism to the electron transport chain of Arabidopsis mitochondria.

Authors:  Wagner L Araújo; Kimitsune Ishizaki; Adriano Nunes-Nesi; Tony R Larson; Takayuki Tohge; Ina Krahnert; Sandra Witt; Toshihiro Obata; Nicolas Schauer; Ian A Graham; Christopher J Leaver; Alisdair R Fernie
Journal:  Plant Cell       Date:  2010-05-25       Impact factor: 11.277

5.  Integrative Approaches to Enhance Understanding of Plant Metabolic Pathway Structure and Regulation.

Authors:  Takayuki Tohge; Federico Scossa; Alisdair R Fernie
Journal:  Plant Physiol       Date:  2015-09-14       Impact factor: 8.340

6.  Genome-wide survey and expression analysis of the calcium-dependent protein kinase gene family in cassava.

Authors:  Wei Hu; Xiaowan Hou; Zhiqiang Xia; Yan Yan; Yunxie Wei; Lianzhe Wang; Meiling Zou; Cheng Lu; Wenquan Wang; Ming Peng
Journal:  Mol Genet Genomics       Date:  2015-08-14       Impact factor: 3.291

7.  Identification of genes in the phenylalanine metabolic pathway by ectopic expression of a MYB transcription factor in tomato fruit.

Authors:  Valeriano Dal Cin; Denise M Tieman; Takayuki Tohge; Ryan McQuinn; Ric C H de Vos; Sonia Osorio; Eric A Schmelz; Mark G Taylor; Miriam T Smits-Kroon; Robert C Schuurink; Michel A Haring; James Giovannoni; Alisdair R Fernie; Harry J Klee
Journal:  Plant Cell       Date:  2011-07-12       Impact factor: 11.277

8.  Thioredoxin, a master regulator of the tricarboxylic acid cycle in plant mitochondria.

Authors:  Danilo M Daloso; Karolin Müller; Toshihiro Obata; Alexandra Florian; Takayuki Tohge; Alexandra Bottcher; Christophe Riondet; Laetitia Bariat; Fernando Carrari; Adriano Nunes-Nesi; Bob B Buchanan; Jean-Philippe Reichheld; Wagner L Araújo; Alisdair R Fernie
Journal:  Proc Natl Acad Sci U S A       Date:  2015-02-02       Impact factor: 11.205

9.  Illuminating a plant's tissue-specific metabolic diversity using computational metabolomics and information theory.

Authors:  Dapeng Li; Sven Heiling; Ian T Baldwin; Emmanuel Gaquerel
Journal:  Proc Natl Acad Sci U S A       Date:  2016-11-07       Impact factor: 11.205

10.  FamNet: A Framework to Identify Multiplied Modules Driving Pathway Expansion in Plants.

Authors:  Colin Ruprecht; Amelie Mendrinna; Takayuki Tohge; Arun Sampathkumar; Sebastian Klie; Alisdair R Fernie; Zoran Nikoloski; Staffan Persson; Marek Mutwil
Journal:  Plant Physiol       Date:  2016-01-11       Impact factor: 8.340

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