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Impact of Nucleosome Positioning on Gene Coexpression Network Architecture

Research Project

Project/Area Number 15K20863
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Genome biology
Plant molecular biology/Plant physiology
Research InstitutionTohoku University

Principal Investigator

Aoki Yuichi  東北大学, 東北メディカル・メガバンク機構, 助教 (40747599)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Keywords遺伝子発現制御 / 遺伝子共発現 / 遺伝子共発現ネットワーク / ヌクレオソーム / シロイヌナズナ / 共発現データベース / MNase-Seq / RNA-Seq
Outline of Final Research Achievements

In this study, we investigated genomic features associated with the functional relationships of Arabidopsis thaliana genes by using gene coexpression data in ATTED-II. Gene coexpression, a similarity of gene expression profiles, provides a genome-wide approximation of functional gene relationships at transcriptional regulation level. In comparative analysis between the similarity of genomic features and the strength of gene coexpression, we found that genes exhibiting similar average expression level tend to be coexpressed strongly, and the average expression level can be well explained by nucleosome positioning around the transcription start site. We also revealed that the evolutionary oldness of protein coding regions strongly related to both nucleosome positioning and gene coexpression. We anticipate our results to be a starting point for understanding the mechanisms underlying cellular systems evolution, and for developing a genome-based gene function prediction method.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (31 results)

All 2018 2017 2016 2015 Other

All Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 4 results,  Open Access: 4 results,  Acknowledgement Compliant: 2 results) Presentation (24 results) (of which Int'l Joint Research: 5 results,  Invited: 9 results) Book (1 results) Remarks (2 results)

  • [Journal Article] ATTED-II in 2018: A Plant Coexpression Database based on Investigation of Statistical Property of the Mutual Rank Index.2018

    • Author(s)
      Obayashi T, Aoki Y, Tadaka S, Kagaya Y, Kinoshita K.
    • Journal Title

      Plant Cell Physiology

      Volume: 59 Issue: 1 Pages: e3-e3

    • DOI

      10.1093/pcp/pcx191

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Root-knot and cyst nematodes activate procambium-associated genes in Arabidopsis roots2017

    • Author(s)
      Yasuka L Yamaguchi, Reira Suzuki, Javier Cabrera, Satoru Nakagami, Tomomi Sagara, Chika Ejima, Ryosuke Sano, Yuichi Aoki, Rocio Olmo Lopez, Tetsuya Kurata, Takeshi Obayashi, Taku Demura, Takashi Ishida, Carolina Escobar, Shinichiro Sawa
    • Journal Title

      Frontiers in Plant Science

      Volume: 8 Pages: 1195-1195

    • DOI

      10.3389/fpls.2017.01195

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] ATTED-II in 2016: a plant coexpression database towards lineage-specific coexpression.2016

    • Author(s)
      Aoki Y, Okamura Y, Tadaka S, Kinoshita K, Obayashi T.
    • Journal Title

      Plant Cell Physiology

      Volume: 57 Issue: 1 Pages: e5-e5

    • DOI

      10.1093/pcp/pcv165

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] ALCOdb: Gene Coexpression Database for Microalgae.2016

    • Author(s)
      Aoki Y, Okamura Y, Ohta H, Kinoshita K, Obayashi T.
    • Journal Title

      Plant Cell Physiology

      Volume: 57 Issue: 1 Pages: e3-e3

    • DOI

      10.1093/pcp/pcv190

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] シロイヌナズナの遺伝子共発現ネットワークにおけるタンパク質細胞内局在の影響2018

    • Author(s)
      青木裕一, 大林武, 木下賢吾
    • Organizer
      第59回日本植物生理学会年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Impact of Evolutionary Age on Gene Coexpression and Core Promoter Architecture in A. thaliana2017

    • Author(s)
      青木 裕一, 大林 武, 木下 賢吾
    • Organizer
      第58回 日本植物生理学会年会
    • Place of Presentation
      鹿児島大学(鹿児島県・鹿児島市)
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 植物研究への深層学習の応用2017

    • Author(s)
      青木裕一
    • Organizer
      第11回 植物バイオ研究会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 深層学習を用いた遺伝子の機能推定2017

    • Author(s)
      青木裕一
    • Organizer
      第35回日本植物細胞分子生物学会 大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 生物ビッグデータ時代における人工知能の可能性2017

    • Author(s)
      青木裕一
    • Organizer
      仙台プラズマフォーラム
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 遺伝子の機能推定における深層学習技術の活用2017

    • Author(s)
      青木裕一
    • Organizer
      第4回東北大学人工知能学研究会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 深層学習を用いた植物分子生物学2017

    • Author(s)
      青木裕一
    • Organizer
      植物科学シンポジウム2017
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 人工知能技術の分子生物学研究への応用2017

    • Author(s)
      青木裕一
    • Organizer
      日本農芸化学会中部支部第181回例会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Impact of Evolutionary Age on Gene Coexpression Network and Gene Functional Relationship2016

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      第39回 日本分子生物学会年会
    • Place of Presentation
      パシフィコ横浜(神奈川県・横浜市)
    • Year and Date
      2016-11-30
    • Related Report
      2016 Research-status Report
  • [Presentation] Impact of evolutionary age on gene coexpression network architecture2016

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      第5回生命医薬情報学連合大会(IIBMP 2016)
    • Place of Presentation
      東京国際交流館プラザ平成(東京都・江東区)
    • Year and Date
      2016-09-29
    • Related Report
      2016 Research-status Report
  • [Presentation] Effect of Nucleosome Positioning on Gene Co-expression Network in Arabidopsis thaliana2016

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      第34回 日本植物細胞分子生物学会(上田)大会
    • Place of Presentation
      信州大学(長野県・上田市)
    • Year and Date
      2016-09-01
    • Related Report
      2016 Research-status Report
  • [Presentation] Gene age determines the fundamental structure of the gene coexpression network2016

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      24th Annual International conference on Intelligent Systems for Molecular Biology
    • Place of Presentation
      Orlando(USA)
    • Year and Date
      2016-07-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Gene Coexpression Analysis of Chlamydomonas by Using ALCOdb2016

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      17th International Conference on the Cell and Molecular Biology of Chlamydomonas
    • Place of Presentation
      Kyoto International Conference Center(Kyoto)
    • Year and Date
      2016-06-26
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Identification of Genomic Features Associated with Gene Coexpression in Arabidopsis thaliana2016

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      第57回日本植物生理学会年会
    • Place of Presentation
      岩手大学 (盛岡市)
    • Year and Date
      2016-03-19
    • Related Report
      2015 Research-status Report
  • [Presentation] 遺伝子共発現による機能モジュール探索手法のラン藻への応用2016

    • Author(s)
      青木 裕一, 大林 武, 木下 賢吾
    • Organizer
      平成28年度 ラン藻ゲノム交流会
    • Place of Presentation
      東京大学(東京都・目黒区)
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Involvement of evolutionary age in transcription factor mediated gene regulatory network2016

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      ISMB2016 RegGenSIG
    • Place of Presentation
      Orlando(USA)
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Impact of Evolutionary Age on Gene Co-expression Network Architecture in Arabidopsis thaliana2016

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      The 3rd CWRU-Tohoku Joint workshop Collaboration on Data Science Engineering
    • Place of Presentation
      Tohoku University(Sendai, Miyagi)
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Relationship Analysis between Nucleosome Positioning Dynamics and Gene Coexpression2015

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      BMB2015(第38回日本分子生物学会年会)
    • Place of Presentation
      神戸ポートアイランド(神戸市)
    • Year and Date
      2015-12-02
    • Related Report
      2015 Research-status Report
  • [Presentation] 藍藻の遺伝子共発現データベース構築の現状と課題2015

    • Author(s)
      青木裕一, 大林武, 木下賢吾
    • Organizer
      藍藻の分子生物学2015
    • Place of Presentation
      かずさアカデミアホール(木更津市)
    • Year and Date
      2015-11-16
    • Related Report
      2015 Research-status Report
  • [Presentation] Relationship Analysis between 3D Genome Architecture and Gene Coexpression2015

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      生命医薬情報学連合大会2015年大会
    • Place of Presentation
      京都大学(宇治市)
    • Year and Date
      2015-10-30
    • Related Report
      2015 Research-status Report
  • [Presentation] ALCOdbを用いたクラミドモナスの遺伝子共発現解析2015

    • Author(s)
      青木裕一, 大林武, 木下賢吾
    • Organizer
      第12回クラミドモナス研究会
    • Place of Presentation
      中央大学 (東京都文京区)
    • Year and Date
      2015-09-03
    • Related Report
      2015 Research-status Report
  • [Presentation] ALCOdb: a gene coexpression database for microalgal species2015

    • Author(s)
      Yuichi Aoki, Takeshi Obayashi, Kengo Kinoshita
    • Organizer
      ISMB/ECCB2015
    • Place of Presentation
      Convention Centre Dublin, Ireland
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] NGSデータを駆使した非モデル生物の遺伝子共発現解析2015

    • Author(s)
      青木裕一, 大林武, 木下賢吾
    • Organizer
      NGS現場の会第四回研究会
    • Place of Presentation
      つくば国際会議場(つくば市)
    • Year and Date
      2015-07-02
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 微細藻類の遺伝子共発現データベースALCOdbの構築と光合成研究への応用2015

    • Author(s)
      青木裕一, 大林武, 木下賢吾
    • Organizer
      第6回日本光合成学会年会
    • Place of Presentation
      岡山国際交流センター(岡山市)
    • Year and Date
      2015-05-22
    • Related Report
      2015 Research-status Report
  • [Book] AI導入によるバイオテクノロジーの発展2018

    • Author(s)
      青木裕一(監修: 植田充美)
    • Total Pages
      234
    • Publisher
      シーエムシー出版
    • ISBN
      9784781313153
    • Related Report
      2017 Annual Research Report
  • [Remarks] 高等植物の遺伝子共発現データベース ATTED-II

    • URL

      http://atted.jp

    • Related Report
      2017 Annual Research Report 2015 Research-status Report
  • [Remarks] 微細藻類の遺伝子共発現データベース ALCOdb

    • URL

      http://alcodb.jp

    • Related Report
      2017 Annual Research Report 2016 Research-status Report 2015 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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