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Evaluation of efficiency and optimization of marker-assisted selection methods

Research Project

Project/Area Number 14560008
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Breeding science
Research InstitutionKyoto Sangyo University

Principal Investigator

YONEZAWA Katsuei  Kyoto Sangyo University, Faculty of Engineering, Professor, 工学部, 教授 (90026542)

Project Period (FY) 2002 – 2004
Project Status Completed (Fiscal Year 2004)
Budget Amount *help
¥3,100,000 (Direct Cost: ¥3,100,000)
Fiscal Year 2004: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2003: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2002: ¥1,400,000 (Direct Cost: ¥1,400,000)
Keywordsbreeding method / computer simulation / efficiency of selection / marker-assisted selection / marker-based selection / self-fertilizing crops / 自殖性植物 / 多段階選抜 / 成功確率 / 過去情報 / 逆分数重みづけ / 収量検定試験 / モンテ・カルロ・シミュレーション / 逆分散量みづけ
Research Abstract

The effectiveness of marker-based selection (MBS) for increasing the efficiency of one of the most commonly used breeding methods of self-fertilizing crop plants, i.e., the generation-accelerated bulk breeding (GAB), is discussed. MBS is assumed to be operated in F_2 and F_3 generations based on DNA markers that are linked with desirable trait genes. The effectiveness of MBS is evaluated based on its contribution for increasing the probability of the desired genotype being selected. Our calculations of the probability show that the effectiveness of MBS depends on the number of trait genes concerned with the breeding objective as well as the number of available markers ; MBS will be highly effective when more than about 12 genes are concerned with the breeding objective and markers are available for several or more of these trait genes. In such a case, MBS is useful even with as few as 100 plants being tested in F_2 and F_3 generations, compared to a conventional GAB in which 2000 plants are grown for generation acceleration. The effectiveness of MBS increases in the presence of repulsion linkage between desirable trait genes, whereas decreases in the presence of coupling linkage. Although codominant markers are superior in most practically possible conditions, dominant markers (linked with desirable trait genes) could be superior when relatively few, roughly fewer than 12, genes are concerned with the breeding objective and desirable trait genes are linked prevalently in coupling phase. When MBS is based on more than several codominant markers, it is important to widen the range of marker genotypes to be selected; not only the best but also the second and third best, partially heterozygous genotypes should be selected. Linkage between trait genes and markers needs not to be perfect when sufficiently many markers are available.

Report

(4 results)
  • 2004 Annual Research Report   Final Research Report Summary
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • Research Products

    (20 results)

All 2004 2003 2002 Other

All Journal Article (11 results) Book (1 results) Publications (8 results)

  • [Journal Article] The effective size of mixed sexually and asexually reproducing populations.2004

    • Author(s)
      Yonezawa, K., Ishii, T., Nagamine T.
    • Journal Title

      Genetics 166

      Pages: 1529-1539

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] The effective size of mixed sexually and asexually reproducing populations2004

    • Author(s)
      Yonezawa, K., Ishii, T., Nagamine T.
    • Journal Title

      Genetics 166

      Pages: 1529-1539

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] MBSの適用による半数体育種法の効率化2004

    • Author(s)
      米澤勝衛, 石井卓朗
    • Journal Title

      育種学研究 6・別冊2

      Pages: 250-250

    • Related Report
      2004 Annual Research Report
  • [Journal Article] MBS(marker-based selection)の適用による世代促進集団育種法の効率化2004

    • Author(s)
      石井卓朗, 米澤勝衛
    • Journal Title

      育種学研究 6・別冊2

      Pages: 249-249

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 成功確立による生産力検定試験方式の最適化:遺伝子型×場所交互作用が大きい場合の最適方式について2004

    • Author(s)
      石井卓朗, 米澤勝衛
    • Journal Title

      育種学研究 6・別冊1

      Pages: 325-325

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Range of application of inverse variance weighting for using historical information in stepwise yield screening of plant varieties.2003

    • Author(s)
      Ishii, T., Yonezawa, K.
    • Journal Title

      Breeding Science 53

      Pages: 305-312

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Comparison of three different patterns of multi-step yield screening for a finite population of test varieties with a continuous yield distribution.2003

    • Author(s)
      Ishii, T., Yonezawa, K.
    • Journal Title

      Breeding Science 53

      Pages: 15-20

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Range of application of inverse variance weighting for using historical information in stepwise yield screening of plant varieties2003

    • Author(s)
      Ishii, T., Yonezawa, K.
    • Journal Title

      Breeding Science 53

      Pages: 305-312

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Comparison of three different patterns of multi-step yield screening for a finite population of test varieties with a continuous yield distribution2003

    • Author(s)
      Ishii, T., Yonezawa, K.
    • Journal Title

      Breeding Science 53

      Pages: 15-20

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Cost efficiency of spatial error control in single plant selection.2002

    • Author(s)
      Yano, K., Ohsawa, R., Yonezawa, K.
    • Journal Title

      Breeding Science 52

      Pages: 177-184

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Cost efficiency of spatial error control in single plant selection2002

    • Author(s)
      Yano, K., Ohsawa, R., Yonezawa, K.
    • Journal Title

      Breeding Science 52

      Pages: 177-184

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Book] 野生イネの自然史(森島編)、第2章2003

    • Author(s)
      米澤勝衛
    • Publisher
      北海道大学図書刊行会
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Publications] Ishii, K.Yonezawa: "Range of application of inverse variance weighting for using historical information in stepwise yield screening of plant varieties"Breeding Science. 53. 305-312 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 石井卓朗, 米澤勝衛: "他殖性作物の主要選抜方式の効率比較:ドミナンスが存在する場合"育種学研究. 5・別1. 202 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Yano, R.Ohsawa, K.Yonezawa: "Cost efficiency of spatial error control in single plant selection"Breeding Science. 52・3. 177-184 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] T.Ishii, K.Yonezawa: "Comparison of three different patterns of multi-step yield screening for a finite population of test varieties with..."Breeding Science. 53・1(in press). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 米澤勝衛, 石井卓朗: "確率効率指数による選抜方法の最適化:他殖性植物における主要選抜方式の効率比較"育種学研究. 4・別1. 99 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 石井卓朗, 米澤勝衛: "確率理論モデルによる生産力検定試験方式の検討:多年次データを用いた一括選抜方式との比較による多段階選抜方式の有効性"育種学研究. 4・別1. 100 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 石井卓朗, 米澤 勝衛: "他殖性作物の主要選抜方式の効率比較:反復区を設定した場合"育種学研究. 4・別2. 160 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 米澤勝衛(森島編): "野生イネの自然史,第II部,第2章"北大出版(印刷中). (2003)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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