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Mechanisms of the correlation between genome reduction and growth rate

Research Project

Project/Area Number 19H03215
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 43060:System genome science-related
Research InstitutionUniversity of Tsukuba

Principal Investigator

Ying Bei-Wen  筑波大学, 生命環境系, 准教授 (90422401)

Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥13,650,000 (Direct Cost: ¥10,500,000、Indirect Cost: ¥3,150,000)
Fiscal Year 2022: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2021: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2020: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2019: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywordsゲノム縮小 / 実験進化 / 増殖速度 / 遺伝子発現 / 周期性 / 細胞増殖
Outline of Research at the Start

本研究はゲノム縮小と増殖速度の関係を遺伝子発現のゲノム周期性の観点から説明する。ゲノム縮小が遺伝子発現のゲノム周期のずれを生み、増殖速度の低下に繋ぐことを検証する。増殖速度が回復するとずれていた周期が元に戻るのかを明らかにする。つまり、ゲノム縮小による増殖速度の低下と実験進化による増殖速度の回復のメカニズムを遺伝子発現量のゲノム周期性で説明する。この遺伝子発現量の周期が遺伝子適応度の周期と同調することを検証する。具体的には、①トランスクリプトーム解析によりゲノム縮小による周期のずれ、②実験進化による増殖の回復に伴う周期の回復、③遺伝子ごとの増殖への寄与度のゲノム周期性を検証する。

Outline of Final Research Achievements

This study aimed to explain the correlation between genome reduction and growth rate in Escherichia coli by the chromosomal periodicity of gene expression. We comprehensively measured E. coli growth, experimental evolution, genome mutation, and gene expression analysis. As a result, we found that the chromosomal periods of gene expression maintained conserved; however, the periodic amplitude and phase differed from that of the full-length genome (wild type). Such divergence led to the decreased growth rates of reduced genomes. Experimental evolution restored the growth rates of genome-reduced strains, correlated to the recovery of the chromosomal periodicity of gene expression. In summary, bacterial growth was globally determined by the periodic order of the transcriptome.

Academic Significance and Societal Importance of the Research Achievements

これまでは膨大な実験と解析からゲノムワイドな情報を得たにもかかわらず、個別の分子機能に注目してしまい、ゲノムやシステム全体を表す特定の法則やパターンの抽出が困難であった。本研究はゲノム縮小と増殖速度を定量的に結びつけ、遺伝子発現のゲノム周期性に着目することにより、遺伝情報の全体をカバーするゲノムと生命動態の指標である増殖を繋いだ。システムゲノム科学に新奇的な視点を与えた。

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (34 results)

All 2023 2022 2021 2020 2019

All Journal Article (14 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 12 results,  Open Access: 13 results) Presentation (20 results) (of which Invited: 2 results)

  • [Journal Article] Growth rate-associated transcriptome reorganization in response to genomic, environmental, and evolutionary interruptions2023

    • Author(s)
      Y Matsui, M Nagai, BW Ying
    • Journal Title

      Front Microbial

      Volume: 14

    • DOI

      10.3389/fmicb.2023.1145673

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Machine learning-assisted medium optimization revealed the discriminated strategies for improved production of the foreign and native metabolites.2023

    • Author(s)
      H Aida, K Uchida, M Nagai, T Hashizume, S Masuo, N Takaya, BW Ying
    • Journal Title

      bioRxiv

      Volume: -

    • DOI

      10.1101/2023.02.20.529197

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Global coordination of the mutation and growth rates across the genetic and nutritional variety in Escherichia coli.2022

    • Author(s)
      Z Lao, Y Matsui, S Ijichi, BW Ying
    • Journal Title

      Front Microbial

      Volume: 13

    • DOI

      10.3389/fmicb.2022.990969

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Machine learning-assisted discovery of growth decision elements by relating bacterial population dynamics to environmental diversity.2022

    • Author(s)
      H Aida, T Hashizume, K Ashino, BW Ying
    • Journal Title

      eLife

      Volume: 11

    • DOI

      10.7554/elife.76846

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Contribution of the genomic and nutritional differentiation to the spatial distribution of bacterial colonies.2022

    • Author(s)
      K Hitomi, J Weng, BW Ying
    • Journal Title

      Front Microbial

      Volume: 13

    • DOI

      10.3389/fmicb.2022.948657

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Experimental evolution expands the breadth of adaptation to an environmental gradient correlated with genome reduction.2022

    • Author(s)
      M Kurokawa, I Nishimura, BW Ying
    • Journal Title

      Front Microbial

      Volume: 13

    • DOI

      10.3389/fmicb.2022.826894

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Primordial mimicry induces morphological change in Escherichia coli2022

    • Author(s)
      H Lu, H Aida, M Kurokawa, F Chen, Y Xia, J Xu, K Li, BW Ying, T Yomo
    • Journal Title

      Comm Biol

      Volume: 5 Issue: 1

    • DOI

      10.1038/s42003-021-02954-w

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Correlation between the spatial distribution and colony size was common for monogenetic bacteria in laboratory conditions.2021

    • Author(s)
      H XUE, M Kurokawa, BW Ying
    • Journal Title

      BMC Microbial

      Volume: 21 Issue: 1

    • DOI

      10.1186/s12866-021-02180-8

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The highly conserved chromosomal periodicity of transcriptomes and the correlation of its amplitude with the growth rate in Escherichia coli2020

    • Author(s)
      NAGAI Motoki; KUROKAWA Masaomi; YING Bei-Wen
    • Journal Title

      DNA Research

      Volume: 27(3) Issue: 3

    • DOI

      10.1093/dnares/dsaa018

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Correlated chromosomal periodicities according to the growth rate and gene expression2020

    • Author(s)
      LIU Liu; KUROKAWA Masaomi; NAGAI Motoki; SENO Shigeto; YING Bei-Wen
    • Journal Title

      Scientific Report

      Volume: 10(1) Issue: 1

    • DOI

      10.1038/s41598-020-72389-6

    • NAID

      120007163339

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The common chromosomal periodicity of transcriptomes is correlated with the bacterial growth rate2020

    • Author(s)
      NAGAI Motoki; KUROKAWA Masaomi; YING Bei-Wen
    • Journal Title

      bioRxiv

      Volume: -

    • DOI

      10.1101/2020.05.24.113886

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Clustering of Bacterial Growth Dynamics in Response to Growth Media by Dynamic Time Warping2020

    • Author(s)
      CAO Yang-Yang; YOMO Tetsuya; YING Bei-Wen
    • Journal Title

      Microorganisms

      Volume: 8 (3) Issue: 3 Pages: 331-331

    • DOI

      10.3390/microorganisms8030331

    • NAID

      120007132872

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Predicting the decision making chemicals used for bacterial growth2019

    • Author(s)
      ASHINO Kazuha; SUGANO Kenta; AMAGASA Toshiyuki; YING Bei-Wen
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1

    • DOI

      10.1038/s41598-019-43587-8

    • NAID

      120007133472

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Experimental Challenges for Reduced Genomes: The Cell Model Escherichia coli2019

    • Author(s)
      KUROKAWA Masaomi; YING Bei-Wen
    • Journal Title

      Microoganisms

      Volume: 8 (1) Issue: 1 Pages: 3-3

    • DOI

      10.3390/microorganisms8010003

    • NAID

      120007132873

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 細菌の増殖動態を決定する環境因子の機械学習支援型探索2023

    • Author(s)
      會田 穂乃香; イン ベイウェン
    • Organizer
      日本農芸化学会2023年度広島大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 機械学習による微生物選択培地の最適化2023

    • Author(s)
      張 抒楊; 會田 穂乃香; イン ベイウェン
    • Organizer
      日本農芸化学会2023年度広島大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Connecting gene function to bacterial population dynamics2023

    • Author(s)
      LAO Zehui; YING BEIWEN
    • Organizer
      日本ゲノム微生物学会第17回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] ゲノム進化とゲノム縮小の協調的補完2023

    • Author(s)
      イン ベイウェン
    • Organizer
      日本ゲノム微生物学会第17回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] ゲノム・進化・環境が大腸菌の増殖と遺伝子発現に及ぼす影響2023

    • Author(s)
      松井 悠一郎; イン ベイウェン
    • Organizer
      日本ゲノム微生物学会第17回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 遺伝情報と化学環境が大腸菌増殖に与える影響の横断的探索2023

    • Author(s)
      會田 穂乃香; イン ベイウェン
    • Organizer
      日本ゲノム微生物学会第17回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 機械学習による細胞増殖の予測とその制御2022

    • Author(s)
      イン ベイウェン
    • Organizer
      技術情報協会公開セミナー
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] 機械学習による微生物増殖の予測2022

    • Author(s)
      橋詰 崇雅; 會田 穂乃香; イン ベイウェン
    • Organizer
      日本ゲノム微生物学会第16回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] バイオマス生産最適化に向けたデータ駆動型システム微生物2022

    • Author(s)
      イン ベイウェン
    • Organizer
      MiCSワークショップ
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] 大腸菌コロニー形成の空間分布の法則2022

    • Author(s)
      人見 健矢; イン ベイウェン
    • Organizer
      日本ゲノム微生物学会第16回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 大腸菌増殖を決定する環境因子の網羅的探索2022

    • Author(s)
      會田 穂乃香; 橋詰 崇雅; イン ベイウェン
    • Organizer
      日本ゲノム微生物学会第16回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 大腸菌遺伝子発現のゲノム周期性と増殖速度の相関2021

    • Author(s)
      永井 元基; 黒川 真臣; イン ベイウェン
    • Organizer
      日本ゲノム微生物学会第15回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 大腸菌ゲノム縮小に伴う変異率と増殖速度の協調的変化2021

    • Author(s)
      黒川 真臣; 西村 一成; イン ベイウェン
    • Organizer
      日本ゲノム微生物学会第15回大会
    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
  • [Presentation] 大腸菌コロニー形成の空間分布の解析2021

    • Author(s)
      人見 健矢; イン ベイウェン
    • Organizer
      日本微生物生態学会第34回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 微生物集団増殖に優位的に影響する環境因子の探索2021

    • Author(s)
      會田 穂乃香; 橋詰 崇雅; イン ベイウェン
    • Organizer
      日本微生物生態学会第34回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 大腸菌遺伝子発現のゲノム周期性と増殖速度の相関2021

    • Author(s)
      永井元基、黒川真臣、インベイウェン
    • Organizer
      日本ゲノム微生物学会第15回大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 遺伝子発現のゲノム周期性に関する検証2020

    • Author(s)
      永井元基、黒川真臣、インベイウェン
    • Organizer
      日本ゲノム微生物学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 大腸菌ゲノム縮小株ライブラリーの網羅的実験進化2020

    • Author(s)
      黒川真臣、永井元基、瀬尾茂人、小椋義俊、林哲也、インベイウェン
    • Organizer
      日本ゲノム微生物学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 微生物培養のデータ駆動型最適化2020

    • Author(s)
      インベイウェン、會田穂乃香、内田圭祐、芦野一葉、天笠俊之
    • Organizer
      日本ゲノム微生物学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 大腸菌コロニー形成パターンの解析2019

    • Author(s)
      XUE Heng, YING Bei-Wen
    • Organizer
      日本微生物生態学会
    • Related Report
      2019 Annual Research Report

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Published: 2019-04-18   Modified: 2025-01-30  

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