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Systems-based Analysis of Plant Metabolism by Integration of Metabolomics with Transcriptomics

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Plant Metabolomics

Part of the book series: Biotechnology in Agriculture and Forestry ((AGRICULTURE,volume 57))

6 Conclusions

In the present studies on sulfur metabolism and anthocyanin production, we could integrate metabolomics and transcriptomics and predict comprehensively gene function especially in secondary metabolism. Concerning the production of secondary metabolites, the regulation at the transcriptional level may be dominant over other regulation at translational and enzymatic activity levels, and hence the transcript profile may determine directly the metabolite profile. We believe that almost all genes involved in the secondary metabolism of interest can be identified by the approach presented in this article. This type of functional genomics can be applied to novel biosynthetic pathway in non-model plants, crops and medicinal plants by using transcriptome analysis such as cDNA-AFLP and cDNA subtraction as substitutions for DNA array.

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References

  • Abe T, Kanaya S, Kinouchi M, Ichiba Y, Kozuki T, Ikemura T (2003) Informatics for unveiling hidden genome signature. Genome Res 13:693–702

    Article  PubMed  CAS  Google Scholar 

  • Bloor SJ, Abrahams S (2002) The structure of the major anthocyanin in Arabidopsis thaliana. Phytochemistry 59:343–346

    Article  PubMed  CAS  Google Scholar 

  • Borevitz JO, Xia Y, Blount J, Dixon RA, Lamb C (2000) Activation tagging identifies a conserved MYB regulator of phenylpropanoid biosynthesis. Plant Cell 12:2383–2393

    Article  PubMed  CAS  Google Scholar 

  • Graham TL (1998) Flavonoid and flavonol glycoside metabolism in Arabidopsis. Plant Physiol Biochem 36:135–144

    Article  CAS  Google Scholar 

  • Hirai MY, Fujiwara T, Awazuhara M, Kimura T, Noji M, Saito K (2003) Global expression profiling of sulfur-starved Arabidopsis by DNA macroarray reveals the role of O-acetyl-L-serine as a general regulator of gene expression in response to sulfur nutrition. Plant J 33:651–663

    Article  PubMed  CAS  Google Scholar 

  • Hirai MY, Yano M, Goodenowe DB, Kanaya S, Kimura T, Awazuhara M, Arita M, Fujiwara T, Saito K (2004) Integration of transcriptomics and metabolomics for understanding of global responses to nutritional stresses in Arabidopsis. Proc Natl Acad Sci USA 101:10205–10210

    Article  PubMed  CAS  Google Scholar 

  • Hirai MY, Klein M, Fujikawa Y, Yano M, Goodenowe DB, Yamazaki Y, Kanaya S, Nakamura Y, Kitayama M, Suzuki H, Sakurai N, Shibata D, Tokuhisa J, Reichelt M, Gershenzon J, Papenbrock J, Saito K (2005) Elucidation of gene-to-gene and metabolite-to-gene networks in Arabidopsis by integration of metabolomics and transcriptomics. J Biol Chem 280:25590–25595

    Article  PubMed  CAS  Google Scholar 

  • Kanaya S, Kinouchi M, Abe T, Kudo Y, Yamada Y, Nishi T, Mori H, Ikemura T (2001) Analysis of codon usage diversity of bacterial genes with a self-organizing map (SOM): characterization of horizontally transferred genes with emphasis on the E. coli O157 genome. Gene 276:89–99

    Article  PubMed  CAS  Google Scholar 

  • Kohonen T (1990) The self-organizing map. Proc IEEE 78:1464–1480

    Article  Google Scholar 

  • Kohonen T, Oja E, Simula O, Visa A, Kangas J (1996) Engineering applications of the self-organizing map. Proc IEEE 84:1358–1384

    Article  Google Scholar 

  • Saito K (2004) Sulfur assimilatory metabolism. The long and smelling road. Plant Physiol 136:2443–2450

    Article  PubMed  CAS  Google Scholar 

  • Tohge T, Nishiyama Y, Hirai MY, Yano M, Nakajima J, Awazuhara M, Inoue E, Takahashi H, Goodenowe DB, Kitayama M, Noji M, Yamazaki M, Saito K (2005) Functional genomics by integrated analysis of metabolome and transcriptome of Arabidopsis plants overexpressing an MYB transcription factor. Plant J 42:218–325

    Article  PubMed  CAS  Google Scholar 

  • Veit M, Pauli GF (1999) Major flavonoids from Arabidopsis thaliana leaves. J Nad Prod 62:1301–1303

    Article  CAS  Google Scholar 

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Hirai, M.Y., Tohge, T., Saito, K. (2006). Systems-based Analysis of Plant Metabolism by Integration of Metabolomics with Transcriptomics. In: Saito, K., Dixon, R.A., Willmitzer, L. (eds) Plant Metabolomics. Biotechnology in Agriculture and Forestry, vol 57. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-29782-0_15

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