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Metabolomics-based post-genome science in plants

Research Project

Project/Area Number 15201045
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Living organism molecular science
Research InstitutionChiba University

Principal Investigator

SAITO Kazuki  Chiba University, Graduate School of Pharmaceutical Sciences, Professor, 大学院薬学研究院, 教授 (00146705)

Co-Investigator(Kenkyū-buntansha) YAMAZAKI Mami  Chiba University, Graduate School of Pharmaceutical Sciences, Associate Professor, 大学院薬学研究院, 助教授 (70222370)
NOJI Masaaki  Chiba University, Graduate School of Pharmaceutical Sciences, Research Associate, 大学院薬学研究院, 助手 (80271534)
TAKAYAMA Hiromitsu  Chiba University, Graduate School of Pharmaceutical Sciences, Professor, 大学院薬学研究院, 教授 (90171561)
ARITA Masanori  The University of Tokyo, Graduate School of Frontier Sciences, Associate Professor, 新領域創成科学研究科, 助教授 (10356389)
KANAYA Shigehiko  Nara Institute of Science and Technology, Graduate School of Information Science, Professor, 情報科学研究科, 教授 (90224584)
山口 健太郎  千葉大学, 分析センター, 助教授 (50159208)
Project Period (FY) 2003 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥41,860,000 (Direct Cost: ¥32,200,000、Indirect Cost: ¥9,660,000)
Fiscal Year 2006: ¥10,270,000 (Direct Cost: ¥7,900,000、Indirect Cost: ¥2,370,000)
Fiscal Year 2005: ¥10,270,000 (Direct Cost: ¥7,900,000、Indirect Cost: ¥2,370,000)
Fiscal Year 2004: ¥10,270,000 (Direct Cost: ¥7,900,000、Indirect Cost: ¥2,370,000)
Fiscal Year 2003: ¥11,050,000 (Direct Cost: ¥8,500,000、Indirect Cost: ¥2,550,000)
Keywordsmetabolomics / transcriptomics / functional genomics / metabolism / Arabidopsis thaliana / 多変量解析 / 自己組織化マップ / 栄養ストレス / アントシアニン / アルカロイド / メタボローム / 機能ゲノミクス / グルコシノレート / DNAマイクロアレイ / フラボノイド
Research Abstract

Integrated analysis of omics can provide the clues for identification of gene function and precise information about gene-to-metabolite and/or metabolite-to-metabolite networks. We ran the functional genomics project combining metabolome and transcriptome in Arabidopsis thaliana. Nutritional stress of nitrogen and sulfur resulted in global change of metabolome that could be correlated with the modulation of gene expression, indicating the presence of gene-to-metabolite networks, in particular, in glucosinolate biosynthesis. The comprehensive gene expression and metabolite profiles of anthocyanin overproducing Arabidopsis lines revealed the function of novel genes that are responsible for modification and storage of anthocyanins. The function of those genes was identified by analysis of the T-DNA insertion lines and recombinant proteins. By expanding this strategy, we used a transcriptome database publicly available for functional identification of unknown genes and networks. Upon these co-expression analyses, the models of co-expressed genes in particular metabolic pathways were constructed, leading to speculation of functions of those genes followed by confirmation with reverse genetics strategy. Extensive metabolic profiling of the knockout mutants of genes of interest was performed by a metabolome-analytical platform employing mass spectrometry. Detailed metabolite analysis of the mutants revealed the changes in metabolo-types, indicating the gene functions. This strategy of integrated analysis of metabolome and transcriptome is applicable to decipher the function of genes not only for a model plant A. thaliana but also for unexplored plants expected rich with a variety of phychemicals.

Report

(5 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (26 results)

All 2006 2005 2004 Other

All Journal Article (23 results) Book (1 results) Publications (2 results)

  • [Journal Article] メタボロミクスによる植物の遺伝子機能同定2006

    • Author(s)
      斉藤和季
    • Journal Title

      細胞工学 25・12

      Pages: 1399-1403

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Integrated data mining of transcriptome and metabolome based on BL-SOM.2006

    • Author(s)
      Mitsuru Yano, Shigehiko Kanaya, Md.Altaf-Ul-Amin, Ken Kurokawa, Masami Yokota Hirai, Kazuki Saito
    • Journal Title

      J. Comp. Aid. Chem. 7

      Pages: 125-136

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Proteomics and transcriptomic analysis of Arabidopsis seeds : Molecular evidence for successive processing of seed proteins and its implication in stress response to sulfur nutrition.2006

    • Author(s)
      Yasuhiro Higashi, Masami Yokota Hirai, Toru Fujiwara, Satoshi Naito, Masaaki Noji, Kazuki Saito
    • Journal Title

      Plant J. 48

      Pages: 557-571

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Integrated data mining of transcriptome and metabolome based on BL-SOM.2006

    • Author(s)
      Mitsuru Yano, Shigehiko Kanaya, Md.Altaf-Ul-Amin, Ken Kurokawa, Masami Yokota Hirai, Kazuki Saito
    • Journal Title

      J. Comp. Aid. Chem 7

      Pages: 125-136

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Proteomics and transcriptomic analysis of Arabidopsis seeds : Molecular evidence for successive processing of seed proteins and its implication in stress response to sulfur nutrition.2006

    • Author(s)
      Yasuhiro Higashi, Masami Yokota Hirai, Toru Fujiwara, Satoshi Naito, Masaaki Noji, Kazuki Saito
    • Journal Title

      Plant J. 48・2

      Pages: 557-571

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Biotechnology in Agriculture and Forestry 57 Plant Metabolomics2006

    • Author(s)
      K.Saito, R.A.Dixon, L.Willmizer
    • Journal Title

      Springer

      Pages: 347-347

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] In Silico assessment of gene function involved cysteine biosynthesis in Arabidopsis : Expression analysis of multiple isoforms of serine acetyltransferase.2006

    • Author(s)
      Masaaki Noji, Cintia Goulart Kawashima, Takeshi Obayashi, Kazuki Saito
    • Journal Title

      Amino Acids 30

      Pages: 163-171

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Proteomics and transcriptomic analysis of Arabidopsis seeds : Molecular evidence for successive processing of seed proteins and its implication in stress response to sulfur nutrition.2006

    • Author(s)
      Yasuhiro Higashi, Masami Yokota, Hirai, Toru Fujiwara, Satoshi Naito, Masaaki Noji, Kawasaki Saito
    • Journal Title

      Plant J. 48・4

      Pages: 557-571

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Integrated data mining of transcriptome and metabolome based on BL-SOM.2006

    • Author(s)
      Mitsuru Yano, Shigehiko Kanaya, Md.Altaf-Ul-Amin, Ken Kurokawa, Masami Yokota Hirai, Kazuki Saito
    • Journal Title

      J.Comp.Aid.Chem. 7

      Pages: 125-136

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Elucidation of gene-to-gene and metabolite-to-gene networks in Arabidopsis by integration of metabolomics and transcriptomics.2005

    • Author(s)
      Masami Yokota Hirai, Marion Klein, Yuuta Fujikawa, Mitsuru Yano, Dayan B.Goodenowe, Yasuyo Yamazaki, Shigehiko Kanaya, Yukiko Nakamura, Kazuki Saito
    • Journal Title

      J. Biol. Chem. 280

      Pages: 25590-25595

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Functional genomics by integrated analysis of metabolome and transcriptome of Arabidopsis plants over-expressing an MYB transcription factor.2005

    • Author(s)
      Takayuki Tohge, Yasutaka Nishiyama, Masami Yokota Hirai, Mitsuru Yano, Masaaki Noji, Mami yamazaki, Kazuki Saito
    • Journal Title

      Plant J. 42

      Pages: 218-235

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Elucidation of gene-to-gene and metabolite-to-gene networks in Arabidopsis by integration of metabolomics and transcriptomics.2005

    • Author(s)
      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 Title

      J. Biol. Chem 280

      Pages: 25590-25595

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Functional genomics by integrated analysis of metabolome and transcriptome of Arabidopsis plants over-expressing an MYB transcription factor.2005

    • Author(s)
      Takayuki Tohge, Yasutaka Nishiyama, Masami Yokota Hirai, Mitsuru Yano, Jun-ichiro Nakajima, Motoko Awazuhara, Eri Inoue, Hideki Takahashi, Dayan B.Goodenowe, Masahiko Kitayama, Masaaki Noji, Mami Yamazaki, Kazuki Saito
    • Journal Title

      Plant J 42・2

      Pages: 218-235

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Elucidation of Gene-to-Gene and Metaborolite-to-Gene Networks in Arabidopsis by Integration of Metabolomics and Transcriptomics2005

    • Author(s)
      Masami Yokota Hirai, Marion Klein, Yuuta Fujikawa et al.
    • Journal Title

      The Journal of Biological Chemistry 280・27

      Pages: 25590-25595

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Integrating genomics and metabolomics for engineering plant metabolic pathways2005

    • Author(s)
      Kirsi-Marja Oksman-Caldentey, Kazuki Saito
    • Journal Title

      Current Opinion in Biotechnology 16

      Pages: 174-179

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Functional genomics by integrated analysis of metabolome and transcriptome of Arabidopsis plants over-expressing an MYB transcription factor2005

    • Author(s)
      Takayuki Tohge, Yasutaka Nishiyama, Masani Yakota Hirai, et al.
    • Journal Title

      The Plant Journal 42

      Pages: 218-235

    • Related Report
      2005 Annual Research Report
  • [Journal Article] メタボロミクスの考え方と解析の概要2005

    • Author(s)
      草野 都, 斉藤 和季
    • Journal Title

      化学と生物 43・2

      Pages: 101-108

    • NAID

      10016570302

    • Related Report
      2005 Annual Research Report
  • [Journal Article] メタボロミクスにおけるデータベースと研究例2005

    • Author(s)
      草野 都, 斉藤 和季
    • Journal Title

      化学と生物 43・3

      Pages: 184-192

    • NAID

      10016570586

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Integration of transcriptomics and metabolomics for understanding of global responses to nutritional stresses in Arabidopsis thaliana.2004

    • Author(s)
      Masami Yokota Hirai, Mitsuru Yano, Dayan B. Goodenowe, Shigehiko Kanaya, Kazuki Saito
    • Journal Title

      Proc. Natl. Acad. Sci. USA. 101

      Pages: 10205-10210

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Integration of transcriptomics and metabolomics for understanding of global responses to nutritional stresses in Arabidopsis thaliana.2004

    • Author(s)
      Masami Yokota Hirai, Mitsuru Yano, Dayan B.Goodenowe, Shigehiko Kanaya, Tomoko Kimura, Motoko Awazuhara, Masanori Arita, Toru Fujiwara, Kazuki Saito
    • Journal Title

      Proc. Natl. Acad. Sci. USA 101

      Pages: 10205-10210

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Integration of transcriptomics and metabolomics for understanding of global responses to nutritional stresses in Arabidopsis thalina2004

    • Author(s)
      Masami Yokota Hirai, Mitsuru Yano, Dayan B.Goodenowe, et al.
    • Journal Title

      PNAS 101・27

      Pages: 10205-10210

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Post-genomics approaches for the elucidation of plant adaptive mechanisms to sulphur deficiency2004

    • Author(s)
      Masami Yokota Hirai, Kazuki Saito
    • Journal Title

      Journal of Experimental Botany 55・404

      Pages: 1871-1879

    • Related Report
      2004 Annual Research Report
  • [Journal Article] メタボロミクス解析システム2004

    • Author(s)
      Hideyuki Suzuki, Motoko Awazuhara, Tomoyoshi Soga et al.
    • Journal Title

      蛋白質 核酸 酵素 49・11

      Pages: 1893-1899

    • Related Report
      2004 Annual Research Report
  • [Book] Biotechnology in Agriculture and Forestry 57 Plant Metabolomics2006

    • Author(s)
      K.Saito, R.A.Dixon, L.Willmitzer
    • Total Pages
      347
    • Publisher
      Springer
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Publications] Yasuyo Yamazaki, Mariko Kitajima, Masanori Arita, et al.: "Biosynthesis of Camptothecin. InSilico and in Vivo Tracer Study from [1-^<13>C]Glucose"Plant Physiology. 134. 161-170 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Mami Yamazaki, Yukiko Makita, Karin Springob, Kazuki Saito: "Regulatory mechanisms for anthocyanin biosynthesis in chemotypes of Perilla Frutescens var. crispa"Biochemical Engineering Journal. 14. 191-197 (2003)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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