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Genomic sequence studies of zoonotic disease viruses including influenza viruses with a novel bioinformatics method

Research Project

Project/Area Number 23500371
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionNagahama Institute of Bio-Science and Technology

Principal Investigator

IKEMURA Toshimichi  長浜バイオ大学, バイオサイエンス研究科, 客員教授 (50025475)

Co-Investigator(Kenkyū-buntansha) ABE Takashi  新潟大学, 自然科学研究科, 准教授 (30390628)
Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywordsインフルエンザ / 人獣共通感染症 / ゲノム配列解析 / ビッグデータ / ウイルス / オリゴヌクレオチド / 核酸医薬 / エボラ / 連続塩基組成 / ゲノム配列 / バイオインフォマティクス / インフルエンザウイルス / 流行リスク評価 / 宿主依存性 / SOM / ゲノム情報処理 / 進化遺伝
Outline of Final Research Achievements

Influenza virus presents significant threat to public health, and its pandemics has often been initiate by introduction of this virus from animal sources. Prediction of genomic sequence changes and surveillance of potentially hazardous strains that will cause new pandemics are important issues. We analyzed genome sequences with oligonucleotide BLSOMs and found the composition to differ between avian and human strains. Oligonucleotide composition of the pandemic H1N1/09 was different from that of human seasonal strains, and directional changes in composition in the pandemic strains toward seasonal human strains were observed even within the first pandemic year. This study developed new strategies for surveilling potentially hazardous strains that will cause new pandemics among humans.
By similarly analyzing all ebolavirus genome sequences available, we have also found the time-dependent directional changes in oligonucleotide composition during the recent pandemic in West Africa.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (27 results)

All 2015 2014 2013 2012 2011 Other

All Journal Article (4 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results) Presentation (22 results) (of which Invited: 1 results) Book (1 results)

  • [Journal Article] A Novel Bioinformatics Method for Efficient Knowledge Discovery by BLSOM from Big Genomic Sequence Data2014

    • Author(s)
      Bai Y, Iwasaki Y, Kanaya S, Zhao Y, lkemura Y
    • Journal Title

      BioMed Research International

      Volume: Volume 2014(2014)Article ID 765648 Pages: 765648-765648

    • DOI

      10.1155/2014/765648

    • Related Report
      2013 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A novel bioinformaties strategy to analyze microbial big sequence data for efficient knowledge discovery : Batch-Learning Self Organizing Map (BLSOM)2013

    • Author(s)
      Iwasaki Y, Abe T. Wada K, Wada Y, Ikemura T
    • Journal Title

      Microorganisms

      Volume: 1 Issue: 1 Pages: 137-157

    • DOI

      10.3390/microorganisms1010137

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A novel approach, based on BLSOMs (Batch Learning Self-Organizing Maps), to the microbiome analysis of ticks.2013

    • Author(s)
      Nakao R, Abe T, Nijhof AM, Yamamoto S, Jongejan F, Ikemura T, Sugimoto C.
    • Journal Title

      The ISME Journal

      Volume: 7 Issue: 5 Pages: 1003-1015

    • DOI

      10.1038/ismej.2012.171

    • NAID

      120005323598

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 新規情報学的手法を用いたインフルエンザウイルスのゲノム塩基配列の変化の方向性の予測2012

    • Author(s)
      岩崎裕貴、阿部貴志、和田健之介、池村淑道
    • Journal Title

      生物工学

      Volume: 90 Pages: 769-772

    • NAID

      110009580294

    • Related Report
      2012 Research-status Report
  • [Presentation] Big data bioinformatics for designing therapeutic oligonucleotides for ebolavirus disease.2015

    • Author(s)
      Toshimichi Ikemura
    • Organizer
      Paris Ebola 2015
    • Place of Presentation
      Institut Pasteur, Paris
    • Year and Date
      2015-05-28 – 2015-05-29
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Novel bioinformatics strategies to analyze influenza virus genome signature and its evolution from massive viral genome sequences, using Batch-Learning Self Organizing Map (BLSOM).2013

    • Author(s)
      Yuki Iwasaki, Takashi Abe, Kennosuke Wada, Yoshiko Wada, Kouki Yonezawa and Toshimichi Ikemura
    • Organizer
      SMBE2013
    • Place of Presentation
      Chicago, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] インフルエンザウイルスゲノムの宿主環境に依存したgenome signatureの変化の方向性及びそこからの変異予測を行うための新規情報解析2013

    • Author(s)
      岩﨑裕貴、阿部貴志、和田健之介、和田佳子、米澤弘毅、池村淑道
    • Organizer
      第61回ウイルス学会学術集会
    • Place of Presentation
      神戸
    • Related Report
      2013 Research-status Report
  • [Presentation] 一括学習型自己組織化マップ (BLSOM) 法と学習ベクトル量子化 (LVQ) 法を組み合わせたインフルエンザウイルスゲノムからの特徴抽出2013

    • Author(s)
      金田卓馬、岩﨑裕貴、池村 淑道、阿部 貴志
    • Organizer
      第61回ウイルス学会学術集会
    • Place of Presentation
      神戸
    • Related Report
      2013 Research-status Report
  • [Presentation] インフルエンザウイルスゲノムの宿主環境に依存したgenome signatureの変化に関する新規情報解析2013

    • Author(s)
      岩﨑裕貴、阿部貴志、和田健之介、和田佳子、米澤弘毅、池村淑道
    • Organizer
      日本進化学会第15回つくば大会
    • Place of Presentation
      筑波大学
    • Related Report
      2013 Research-status Report
  • [Presentation] インフルエンザウイルスRNAゲノムの宿主適応に関連したgenome signatureの変化に関する新規情報解析2013

    • Author(s)
      岩﨑裕貴、阿部貴志、和田健之介、和田佳子、米澤弘毅、池村淑道
    • Organizer
      第15回RNA学会年会
    • Place of Presentation
      愛媛
    • Related Report
      2013 Research-status Report
  • [Presentation] BLSOMを利用したtRNA遺伝子の特徴抽出2013

    • Author(s)
      池村淑道、岩崎裕貴、三宅雄大、和田 健之介、和田佳子、山田優子、 武藤昱、井口八郎、阿部貴志
    • Organizer
      第7回日本ゲノム微生物学会年会
    • Place of Presentation
      長浜バイオ大学
    • Related Report
      2012 Research-status Report
  • [Presentation] RNAウイルスと宿主因子の相互作用を検出するための手法の開発2013

    • Author(s)
      小倉歩、馮麗利、岩﨑裕貴、阿部貴志、和田健之介、和田佳子、 池村淑道
    • Organizer
      第7回日本ゲノム微生物学会年会
    • Place of Presentation
      長浜バイオ大学
    • Related Report
      2012 Research-status Report
  • [Presentation] BLSOM解析を活用したマダニ媒介性病原体の検索2013

    • Author(s)
      中尾亮、阿部貴志、山本正悟、Nijhof Ard、Jongejan Frans、池村淑道、 杉本千尋
    • Organizer
      第7回日本ゲノム微生物学会年会
    • Place of Presentation
      長浜バイオ大学
    • Related Report
      2012 Research-status Report
  • [Presentation] Novel bioinformatics strategies to analyze massive influenza virus genome sequences using Batch-Learning Self Organizing Map (BLSOM).2013

    • Author(s)
      池村淑道、岩崎裕貴
    • Organizer
      The 17th International Annual Symposium on Computational Science and Engineering
    • Place of Presentation
      Khon Kaen University(タイ王国)
    • Related Report
      2012 Research-status Report
  • [Presentation] RNAウイルスの宿主依存機構を知るための宿主RNAとの類似領域の検出2012

    • Author(s)
      岩崎 裕貴、秋葉 太貴、小倉 歩、阿部 貴志、和田 健之介、伊藤 正恵、池村 淑道
    • Organizer
      第14回日本RNA学会年会
    • Place of Presentation
      東北大学
    • Related Report
      2012 Research-status Report
  • [Presentation] RNAウイルスの宿主依存機構に関連したウイルスゲノム進化2012

    • Author(s)
      岩崎裕貴、秋葉太貴、小倉 歩、阿部貴志、和田健之介、池村淑道
    • Organizer
      日本進化学会第14回大会
    • Place of Presentation
      首都大学東京
    • Related Report
      2012 Research-status Report
  • [Presentation] RNA ウイルスの宿主依存機構の解明を目的とした宿主由来RNA との類似領域の検出2012

    • Author(s)
      岩崎 裕貴、和田 健之介、秋葉 太貴、小倉 歩、阿部 貴志、池村 淑道
    • Organizer
      日本遺伝学会第84回大会
    • Place of Presentation
      九州大学
    • Related Report
      2012 Research-status Report
  • [Presentation] A Novel Bioinformatics Study of Oligonucleotide and Peptide Compositions in Influenza Virus Genomes in the Context to Its Host Adaptation2012

    • Author(s)
      岩崎 裕貴, 阿部 貴志, 和田 健之介, 伊藤 正恵, 池村 淑道
    • Organizer
      第35回日本分子生物学会年会
    • Place of Presentation
      福岡国際会議場
    • Related Report
      2012 Research-status Report
  • [Presentation] A novel Bioinformatics Study of tRNA Genes Registered in tRNADB-CE ( http://trna.nagahama-i-bio.ac.jp )2012

    • Author(s)
      池村 淑道, 岩崎 裕貴, 三宅 雄大, 和田 健之介, 山田 優子, 武藤 あきら
    • Organizer
      第35回日本分子生物学会年会
    • Place of Presentation
      福岡国際会議場
    • Related Report
      2012 Research-status Report
  • [Presentation] 新規情報学的手法を用いた膨大な量のインフルエンザウイルスゲノムからの特徴抽出2012

    • Author(s)
      岩崎裕貴、阿部貴志、和田健之介、伊藤正恵、池村淑道
    • Organizer
      日本ゲノム微生物学会年会
    • Place of Presentation
      東京
    • Related Report
      2011 Research-status Report
  • [Presentation] A Novel Bioinformatics Strategy to Predict Direcitional Changes of Influenza A Virus Genome Sequences2011

    • Author(s)
      Yuki Iwasaki, Kennosuke Wada, Masae Itoh, Toshimichi Ikemura, and Takashi Abe
    • Organizer
      Workshop on Self-Organizing Map 2011
    • Place of Presentation
      Espoo, Finland
    • Related Report
      2011 Research-status Report
  • [Presentation] A novel bioinformatics study of Influenza virus genomes focusing on sequence difference between strains isolated from different host sources.2011

    • Author(s)
      Yuki Iwasaki, Toshimichi Ikemura, kennosuke Wada, Masae Itoh and Takashi Abe
    • Organizer
      IUMS 2011
    • Place of Presentation
      Sapporo, Japan
    • Related Report
      2011 Research-status Report
  • [Presentation] Prediction of directional changes of influenza A virus genome sequences using BLSOM with emphasis on pandemic H1N1/092011

    • Author(s)
      Takashi Abe
    • Organizer
      SMBE 2011(招待講演)
    • Place of Presentation
      Kyoto Japan
    • Related Report
      2011 Research-status Report
  • [Presentation] A novel evolutionary study to predict directional changes of influenza A virus genome sequences2011

    • Author(s)
      Yuki Iwasaki, Kennosuke Wada, Masae Itoh, Takashi Abe, and Toshimichi Ikemura
    • Organizer
      SMBE 2011
    • Place of Presentation
      Kyoto Japan
    • Related Report
      2011 Research-status Report
  • [Presentation] 新規情報学的手法を用いた宿主適応に関連したインフルエンザウイルスゲノムの進化学的解析2011

    • Author(s)
      岩崎裕貴、池村淑道、和田健之介、伊藤正恵、阿部貴志
    • Organizer
      日本遺伝学会大会
    • Place of Presentation
      京都
    • Related Report
      2011 Research-status Report
  • [Presentation] 人獣共通感染ウイルスゲノム配列の宿主依存性に関わる特徴抽出法の開発とそれを用いたウイルスゲノム配列の変化方向予測

    • Author(s)
      岩崎 裕貴、秋葉 太貴、小倉 歩、阿部 貴志、和田 健之介、伊藤 正恵、池村 淑道
    • Organizer
      第1回人獣共通感染症研究拠点シンポジウム
    • Place of Presentation
      岐阜大学
    • Related Report
      2012 Research-status Report
  • [Book] Advance in Viral Genome Research2013

    • Author(s)
      Yuki Iwasaki, Toshimichi Ikemura, Kennosuke Wada, Yoshiko Wada and Takashi Abe.
    • Total Pages
      18
    • Publisher
      Nova Science Publishers
    • Related Report
      2013 Research-status Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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