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Development of Hyperspectral Imaging System to Detect Gene Recombinant Callus

Research Project

Project/Area Number 22658075
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Agricultural environmental engineering
Research InstitutionKobe University

Principal Investigator

ITOH Hiromichi  神戸大学, 大学院・農学研究科, 准教授 (00258063)

Co-Investigator(Kenkyū-buntansha) SHIRAISHI Naomasa  神戸大学, 大学院・農学研究, 助教 (00304121)
UNO Yuichi  神戸大学, 大学院・農学研究科, 准教授 (90304120)
Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,450,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥2,800,000 (Direct Cost: ¥2,800,000)
Keywords生物生産システム / 遺伝子組換え / カルス / ハイパースペクトルカメラ / 近赤外線分光法 / 硝酸還元酵素遺伝子 / ホウレンソウ / 遺伝子組み換え
Research Abstract

The purpose of this research is to develop a hyperspectral imaging system to detect gene recombinant plant cells. Since drug tolerance genes have the potential to negatively affect ecosystems, this research plans to use genes that express the nitrate reductase(NR) as marker genes. If the NR genes are introduced into a cell with a transgene, the recombined genes would show higher potential to reduce nitrate concentration than that of a wild type. Therefore, non-destructive methods for measurements of nitrate concentration in callus were developed to detect the gene recombinant calluses. As for accuracy of developed mathematical model to estimate the nitrate concentration of callus from the near-infrared spectrum, correlation coefficient between measured and estimated nitrate concentration became 0. 7363. Though we tried to introduce the NR gene to spinach cells by using the particle gun method, gene recombinant calluses could not be produced because of inappropriate conditions for the recombination. Then possibilities to discriminate calluses containing high nitrate concentration(more than 961. 0 mg/L) from low concentration calluses(less than 961. 0 mg/L) by processing the near-infrared spectra were examined. Accuracy rate became 85% that was obtained from the mathematical model to predict the nitrate concentration and 87. 4% that was derived from PLS-DA

Report

(3 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • Research Products

    (14 results)

All 2012 2011

All Journal Article (4 results) (of which Peer Reviewed: 2 results) Presentation (10 results)

  • [Journal Article] Development of Hyperspectral Imaging System to Detect Gene Recombinant Callus2011

    • Author(s)
      Tomoda, S., Itoh, H., Ogino, N., Shiraishi, N., Uno, Y
    • Journal Title

      Proceedings CD of CIGR2011

      Pages: 7-7

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] ハイパースペクトルカメラによる遺伝子組み換え成功判別法の開発.ホウレンソウカルスの硝酸イオン濃度非破壊計測法開発-2011

    • Author(s)
      伊藤博通, 友田小百合, 荻野伸祐, 白石斉聖, 宇野雄一
    • Journal Title

      農業機械学会関西支部報

      Volume: 110 Pages: 48-48

    • Related Report
      2011 Final Research Report
  • [Journal Article] Development of Hyperspectral Imaging System to Detect Gene Recombinant Callus2011

    • Author(s)
      Tomoda S., Itoh H., Ogino N., Shiraishi N., Uno Y.
    • Journal Title

      Proceedings CD of CIGR2011

      Pages: 7-7

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ハイパースペクトルカメラによる遺伝子組み換え成功判別法の開発-ホウレンソウカルスの硝酸イオン濃度非破壊計測法開発-2011

    • Author(s)
      伊藤博通, 友田小百合, 荻野伸祐, 白石斉聖, 宇野雄一
    • Journal Title

      農業機械学会関西支部報

      Volume: 110 Pages: 48-48

    • Related Report
      2011 Annual Research Report
  • [Presentation] ハイパースペクトルカメラによる遺伝子組換え成功判別法の開発2012

    • Author(s)
      伊藤博通、白石斉聖、宇野雄一、友田小百合、八田朋子
    • Organizer
      農業機械学会関西支部第127回例会
    • Place of Presentation
      京都
    • Year and Date
      2012-03-05
    • Related Report
      2011 Final Research Report
  • [Presentation] ハイパースペクトルカメラによる遺伝子組換え成功判別法の開発2012

    • Author(s)
      伊藤博通、白石斉聖、宇野雄一、友田小百合、八田朋子
    • Organizer
      農業機械学会関西支部第127回例会
    • Place of Presentation
      京都大学(京都府)
    • Year and Date
      2012-03-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] 近赤外線分光法による植物体内硝酸イオン濃度非破壊計測法開発2011

    • Author(s)
      伊藤博通, 白石斉聖, 宇野雄一, 友田小百合, 濱田佳代荻野伸祐, 綾田晃士, 北秋広徳, 野村耕太, 藤田裕子
    • Organizer
      第12回計測自動制御学会システムインテグレーション部門講演会
    • Place of Presentation
      京都
    • Year and Date
      2011-12-25
    • Related Report
      2011 Final Research Report
  • [Presentation] 近赤外線分光法による植物体内硝酸イオン濃度非破壊計測法開発2011

    • Author(s)
      伊藤博通, 白石斉聖, 宇野雄一, 友田小百合, 濱田佳代荻, 野伸祐, 綾田晃士, 北秋広徳, 野村耕太, 藤田裕子
    • Organizer
      第12回公益社団法人計測自動制御学会システムインテグレーション部門講演会SI2011
    • Place of Presentation
      京都大学(京都府)
    • Year and Date
      2011-12-25
    • Related Report
      2011 Annual Research Report
  • [Presentation] Development of Hyperspectral Imaging System to Detect Gene Recombinant Callus2011

    • Author(s)
      Tomoda, S., Itoh, H., Ogino, N., Shiraishi, N., Uno, Y
    • Organizer
      The 2011 CIGR International Symposium
    • Place of Presentation
      Tokyo
    • Year and Date
      2011-09-20
    • Related Report
      2011 Final Research Report
  • [Presentation] Development of Hyperspectral Imaging System to Detect Gene Recombinant Callus2011

    • Author(s)
      Tomoda S., Itoh H., Ogino N., Shiraishi N., Uno Y.
    • Organizer
      The 2011 CIGR International Symposium on "Sustainable Bioproduction-Water, Energy, and Food"
    • Place of Presentation
      Tower Hall Funabori, Edogawa, Tokyo
    • Year and Date
      2011-09-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] ハイパースペクトルカメラを用いた遺伝子組換え成功判別法の開発2011

    • Author(s)
      友田小百合, 伊藤博通, 八田朋子, 白石斉聖, 宇野雄一, 荻野伸祐
    • Organizer
      日本生物環境工学会2010年北海道大会
    • Place of Presentation
      札幌
    • Year and Date
      2011-09-08
    • Related Report
      2011 Final Research Report
  • [Presentation] ハイパースペクトルカメラを用いた遺伝子組換え成功判別法の開発2011

    • Author(s)
      友田小百合、伊藤博通、八田朋子、白石斉聖、宇野雄一、荻野伸祐
    • Organizer
      日本生物環境工学会2010年北海道大会
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2011-09-08
    • Related Report
      2011 Annual Research Report
  • [Presentation] ハイパースペクトルカメラによる遺伝子組み換え成功判別法の開発.ホウレンソウカルスの硝酸イオン濃度非破壊計測法開発-2011

    • Author(s)
      伊藤博通, 友田小百合, 荻野伸祐, 白石斉聖, 宇野雄一
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      堺
    • Year and Date
      2011-03-02
    • Related Report
      2011 Final Research Report
  • [Presentation] ハイパースペクトルカメラによる遺伝子組み換え成功判別法の開発-ホウレンソウカルスの硝酸イオン濃度非破壌計測法開発-2011

    • Author(s)
      伊藤博通, 友田小百合, 荻野伸祐, 白石斉聖, 宇野雄一
    • Organizer
      農業機械学会関西支部第125回例会
    • Place of Presentation
      大阪府立大学(大阪府)
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2016-04-21  

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