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Computational drug discovery techniques with systematic target identification and high-performance molecular simulation

Research Project

Project/Area Number 24240044
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionTokyo Institute of Technology

Principal Investigator

Akiyama Yutaka  東京工業大学, 情報理工学院, 教授 (30243091)

Co-Investigator(Kenkyū-buntansha) 瀬々 潤  国立研究開発法人産業技術総合研究所, その他部局等, 研究員 (40361539)
関嶋 政和  東京工業大学, 学術国際情報センター, 准教授 (80371053)
Project Period (FY) 2012-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥46,540,000 (Direct Cost: ¥35,800,000、Indirect Cost: ¥10,740,000)
Fiscal Year 2016: ¥8,190,000 (Direct Cost: ¥6,300,000、Indirect Cost: ¥1,890,000)
Fiscal Year 2015: ¥8,190,000 (Direct Cost: ¥6,300,000、Indirect Cost: ¥1,890,000)
Fiscal Year 2014: ¥8,190,000 (Direct Cost: ¥6,300,000、Indirect Cost: ¥1,890,000)
Fiscal Year 2013: ¥8,190,000 (Direct Cost: ¥6,300,000、Indirect Cost: ¥1,890,000)
Fiscal Year 2012: ¥13,780,000 (Direct Cost: ¥10,600,000、Indirect Cost: ¥3,180,000)
Keywords生体生命情報学 / アルゴリズム / 薬学 / ハイパフォーマンス・コンピューティング / 分子シミュレーション
Outline of Final Research Achievements

Several methodologies are developed to support computational drug discovery. In Theme-1, Sese et.al have developed the LAMP algorithm for correctly estimating statistical significance in combinatorial regulations, and apply the technique for identifying key genes in human breast cancer cells. In Theme-2, Akiyama et.al have developed MEGADOCK docking software for massively PPI docking study and built an archiving database for human protein interactions with tertiary docking structures. They also developed an ultra-fast compound pre-screening software called Spresso based on fragment-based docking, In Theme-3, Sekijima et.al have studied molecular dynamics techniques to obtain adequate protein structures for virtual screening. They evaluated the techniques in real drug discovery projects and revealed that open-form structures obtained by molecular dynamics and clustering perform much better than using the closed X-ray structures, in their virtual screening followed by wet experiments.

Report

(6 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (93 results)

All 2017 2016 2015 2014 2013 2012 Other

All Journal Article (37 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 36 results,  Open Access: 16 results,  Acknowledgement Compliant: 7 results) Presentation (53 results) Remarks (3 results)

  • [Journal Article] Spresso: An ultrafast compound pre-screening method based on compound decomposition2017

    • Author(s)
      Keisuke Yanagisawa, Shunta Komine, Shogo D. Suzuki, Masahito Ohue, Takashi Ishida, Yutaka Akiyama
    • Journal Title

      Bioinformatics

      Volume: 印刷中 Issue: 23 Pages: 3836-3843

    • DOI

      10.1093/bioinformatics/btx178

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Learning-to-rank based compound virtual screening by using pairwise kernel with multiple heterogeneous experimental data2017

    • Author(s)
      Suzuki SD, Ohue M, Akiyama Y
    • Journal Title

      Proceedings of The 22nd International Symposium on Artificial Life and Robotics (AROB 2017)

      Volume: ー Pages: 114-119

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] LAMPLINK: detection of statistically significant SNP combinations from GWAS data2016

    • Author(s)
      Aika Terada, Ryo Yamada, Koji Tsuda, Jun Sese
    • Journal Title

      Bioinformatics

      Volume: 32 Issue: 22 Pages: 3513-3515

    • DOI

      10.1093/bioinformatics/btw418

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Specificity of broad protein interaction surfaces for proteins with multiple binding partners2016

    • Author(s)
      Nobuyuki Uchikoga, Yuri Matsuzaki, Masahito Ohue, Yutaka Akiyama
    • Journal Title

      Biophysics and Physicobiology

      Volume: 13 Issue: 0 Pages: 105-115

    • DOI

      10.2142/biophysico.13.0_105

    • NAID

      130005165366

    • ISSN
      2189-4779
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Rigid-Docking Approaches to Explore Protein-Protein Interaction Space2016

    • Author(s)
      Yuri Matsuzaki, Nobuyuki Uchikoga Masahito Ohue, Yutaka Akiyama
    • Journal Title

      Advances in Biochemical Engineering/Biotechnology

      Volume: ー Pages: 1-23

    • DOI

      10.1007/10_2016_41

    • ISBN
      9783319564593, 9783319564609
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] COSMOS: accurate detection of somatic structural variations through asymmetric comparison between tumor and normal samples.2016

    • Author(s)
      Yamagata, Koichi; Yamanishi, Ayako; Kokubu, Chikara; Takeda, Junji; Sese, Jun
    • Journal Title

      Nucleic Acids Research

      Volume: 44 (8) Issue: 8 Pages: e78-e78

    • DOI

      10.1093/nar/gkw026

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Development of a Support Vector Machine-Based System to Predict Whether a Compound Is a Substrate of a Given Drug Transporter Using Its Chemical Structure2016

    • Author(s)
      Atsushi Ose, Kota Toshimoto*, Kazushi Ikeda, Kazuya Maeda, Shuya Yoshida, Fumiyoshi Yamashita, Mitsuru Hashida, Takashi Ishida, Yutaka Akiyama and Yuichi Sugiyama
    • Journal Title

      Journal of Pharmaceuticl Sciences

      Volume: accepted

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] スーパーコンピュータ「京」上でのエクソーム解析パイプラインの開発2016

    • Author(s)
      青山健人、角田将典、松崎由理、石田貴士、秋山泰
    • Journal Title

      情報処理学会論文誌コンピューティングシステム

      Volume: in press

    • NAID

      170000148059

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistically significant subgraphs for genome-wide association study2015

    • Author(s)
      Jun Sese, Aika Terada, Yuki Saito, Koji Tsuda
    • Journal Title

      JMLR Workshop and Conference Proceedings

      Volume: 47 Pages: 29-36

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] High-speed Westfall-Young permutation procedure for genome-wide association studies.2015

    • Author(s)
      Terada A, Kim H, Sese J.
    • Journal Title

      In Proc. of ACM BCB 2015.

      Volume: 1 Pages: 17-26

    • DOI

      10.1145/2808719.2808721

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Drug Clearance Pathway Prediction Based on Semi-supervised Learning2015

    • Author(s)
      Keisuke Yanagisawa, Takashi Ishida, Yutaka Akiyama
    • Journal Title

      IPSJ Transactions on Bioinformatics

      Volume: 8 Pages: 21-27

    • NAID

      130005094265

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Faster sequence homology searches by clustering subsequences2015

    • Author(s)
      Shuji Suzuki, Masanori Kakuta, Takashi Ishida, Yutaka Akiyama
    • Journal Title

      Bioinformatics

      Volume: 31 Issue: 8 Pages: 1183-1190

    • DOI

      10.1093/bioinformatics/btu780

    • Description
      【掲載確定】印刷中
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identification of potential inhibitors based on compound proposal contest: Tyrosine-protein kinase Yes as a target2015

    • Author(s)
      Chiba S, Akiyama Y, Sekijima M.
    • Journal Title

      Scientific Reports

      Volume: 5 Issue: 1 Pages: 1-13

    • DOI

      10.1038/srep17209

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 2.Pharmacophore Modeling for Anti-Chagas Drug Design Using the Fragment Molecular Orbital Method2015

    • Author(s)
      Yoshino R, Yasuo N, Inaoka DK, Hagiwara Y, Ohno K, Orita M, Inoue M, Shiba T, Harada S, Honma T, Balogun EO, da Rocha JR, Montanari CA, Kita K, Sekijima M
    • Journal Title

      PLoS One

      Volume: 10 Issue: 5 Pages: 1-15

    • DOI

      10.1371/journal.pone.0125829

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Protein-Protein Docking on Hardware Accelerators: Comparison of GPU and MIC Architectures2015

    • Author(s)
      Takehiro Shimoda, Shuji Suzuki, Masahito Ohue, Takashi Ishida, Yutaka Akiyama
    • Journal Title

      BMC Systems Bilogy

      Volume: 9 Issue: S1 Pages: 1-10

    • DOI

      10.1186/1752-0509-9-s1-s6

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Structure based approach for understanding organism specific recognition of protein-RNA complexes2015

    • Author(s)
      R. Nagarajan, S. Pankaj Chothani, C. Ramakrishnan, M. Sekijima, and M. M. Gromiha
    • Journal Title

      Biology Direct

      Volume: 10(8) Issue: 1 Pages: 1-13

    • DOI

      10.1186/s13062-015-0039-8

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Application for evaluating and visualizing the sequence conservation of ligand-binding sites2015

    • Author(s)
      N. Yasuo and M. Sekijima
    • Journal Title

      IPSJ Transaction on Bioinformatics

      Volume: 未定

    • NAID

      130005087634

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Drug clearance pathway prediction based on semi-supervised learning2015

    • Author(s)
      K. Yanagisawa, T. Ishida, and Y. Akiyama
    • Journal Title

      IPSJ Transaction on Bioinformatics

      Volume: 未定

    • NAID

      130005094265

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Parallelization of Extracting Connected Subgraphs with Common Itemsets2014

    • Author(s)
      Shingo Okuno, Tasuku Hiraishi, Hiroshi Nakashima, Masahiro Yasugi, Jun Sese.
    • Journal Title

      Information and Media Technologies

      Volume: 9 Issue: 3 Pages: 233-250

    • DOI

      10.11185/imt.9.233

    • NAID

      130004687718

    • ISSN
      1881-0896
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] MEGADOCK 4.0: an ultra-high-performance protein-protein docking software for heterogeneous supercomputers2014

    • Author(s)
      Masahito Ohue, Takehiro Shimoda, Shuji Suzuki, Yuri Matsuzaki, Takashi Ishida, Yutaka Akiyama
    • Journal Title

      Bioinformatics

      Volume: 30 Issue: 22 Pages: 3281-3283

    • DOI

      10.1093/bioinformatics/btu532

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] MEGADOCK: An all-to-all protein-protein interaction prediction system using tertiary structure data2014

    • Author(s)
      Masahito Ohue, Yuri Matsuzaki, Nobuyuki Uchikoga, Takashi Ishida, Yutaka Akiyama:
    • Journal Title

      Protein and Peptide Letters

      Volume: 21 Issue: 8 Pages: 766-778

    • DOI

      10.2174/09298665113209990050

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Protein-protein interaction network prediction by using rigid-body docking tools: application to bacterial chemotaxis2014

    • Author(s)
      Yuri Matsuzaki, Masahito Ohue, Nobuyuki Uchikoga, Yutaka Akiyama
    • Journal Title

      Protein and Peptide Letters

      Volume: 21 Issue: 8 Pages: 790-798

    • DOI

      10.2174/09298665113209990066

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] In silico prediction of major drug clearance pathways by support vector machines with feature-selected descriptors2014

    • Author(s)
      Toshimoto K, Wakayama N, Kusama M, Maeda K, Sugiyama Y, Akiyama Y.
    • Journal Title

      Drug Metabolism and Disposition

      Volume: 42(11) Issue: 11 Pages: 1811-1819

    • DOI

      10.1124/dmd.114.057893

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extreme Big Data (EBD): Next Generation Big Data Infrastructure Technologies Towards Yottabyte/Year2014

    • Author(s)
      Matsuoka S, Sato H, Tatebe O, Koibuchi M, Fujiwara I, Suzuki S, Kakuta M, Ishida T, Akiyama Y, Suzumura T, Ueno K, Kanezashi H, Miyoshi T.
    • Journal Title

      Supercomputing Frontiers and Innovations,

      Volume: 1(2) Issue: 2 Pages: 89-107

    • DOI

      10.14529/jsfi140206

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improvement of a confomational search on protein-ligand docking based on optimal arrangement of multiple small search grids2014

    • Author(s)
      Tomohiro Ban, Takashi Ishida, Yutaka Akiyama
    • Journal Title

      Proc. The 2014 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'14)

      Volume: P2014(PDP4199) Pages: 1-6

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An empirical model for gas phase acidity and basicity estimation2014

    • Author(s)
      You H , Kim GE , Na CH , Lee S , Lee CJ , Cho KH , Akiyama Y , Ishida T , No KT.
    • Journal Title

      SAR and QSAR in Environmental Research

      Volume: Volume 25, Issue 2 Issue: 2 Pages: 91-115

    • DOI

      10.1080/1062936x.2013.864997

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Highly Precise Protein-Protein Interaction Prediction Based on Consens us Between Template-Based and de Novo Docking Methods2013

    • Author(s)
      Masahito Ohue, Yuri Matsuzaki, Takehiro Shimoda, Takashi Ishida, Yutaka Akiyama
    • Journal Title

      BMC Proceedings

      Volume: 7 Issue: S7

    • DOI

      10.1186/1753-6561-7-s7-s6

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] MEGADOCK 3.0 : A high-performance protein-protein interaction prediction software using hybrid parallel computing for petascale supercomputing emvironmnts2013

    • Author(s)
      Yuri Matsuzaki, Nobuyuki Uchikoga, Masahito Ohue, Takehiro Shimoda, Tbshiyuki Sato, Takashi Ishida, Yutaka Akiyama
    • Journal Title

      Source Code for Biology and Medicine

      Volume: 8 Issue: 1 Pages: 18-18

    • DOI

      10.1186/1751-0473-8-18

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Accelerating quantum chemistry calculations with graphical processing units - toward in high-density (HD) silico drug discovery2013

    • Author(s)
      Hagiwara Y , Ohno K , Orita M , Koga R , Endo T , Akiyama Y , Sekijima M.
    • Journal Title

      Curr Comput Aided Drug Des. 2013

      Volume: Vol. 9, No. 3, Pages: 396-401

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Re-docking scheme for generating near-native protein complexes by assembling residue interaction fingerprints2013

    • Author(s)
      Nobuyuki Uchikoga, Yuri Matsuzaki, Masahito Ohue, Takatsugu Hirokawa, Yutaka Akiyama
    • Journal Title

      PLOS ONE

      Volume: 8 Issue: 7 Pages: e69365-e69365

    • DOI

      10.1371/journal.pone.0069365

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical significance of combinatorial regulations2013

    • Author(s)
      Aika Terada, Mariko Okada-Hat akeyama, Koji Tsuda, and Jun Sese
    • Journal Title

      Proc. Natl. Acad. Sci. USA

      Volume: 110(32) Issue: 32 Pages: 12996-13001

    • DOI

      10.1073/pnas.1302233110

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fast Westfall-Young permutation procedure for combinatorial regulation discovery2013

    • Author(s)
      Aika Terada , Koji Tsuda , Jun Sese
    • Journal Title

      IEEE Bioinformatics and Biomedicine (BIBM 2013)

      Volume: - Pages: 153-158

    • DOI

      10.1109/bibm.2013.6732479

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bonferroni correction hides significant motif combinations2013

    • Author(s)
      Aika Terada , Jun Sese
    • Journal Title

      13th IEEE Bioinformatics and Bioengineering (BIBE 2013)

      Volume: - Pages: 1-4

    • DOI

      10.1109/bibe.2013.6701701

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] MEGADOCK: An all-to-all protein-protein interaction prediction system using tertiary structure data2013

    • Author(s)
      Ohue M, Matsuzaki Y, Uchikoga N, Ishida T, Akiyama Y
    • Journal Title

      Protein and Peptide Letters

      Volume: Vol. 20

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Protein-protein interaction network prediction by using rigid-body docking tools: application to bacterial chemotaxis2013

    • Author(s)
      Matsuzaki Y, Ohue M, Uchikoga N, Akiyama Y
    • Journal Title

      Protein and Peptide Letters

      Volume: Vol. 20

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Molecular mechanisms underlying oseltamivir resistance mediated by an I117V substitution in the NA of H5N1 avian influenza viruses2013

    • Author(s)
      Takano R, Kiso M, Igarashi M, Le QM, Sekijima M, Ito K, Takada A, Kawaoka Y
    • Journal Title

      J Infect Dis

      Volume: 207 Issue: 1 Pages: 89-97

    • DOI

      10.1093/infdis/jis633

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Database of the clinical phenotypes, genotypes, and mutant arylsulfatase B structures in mucopolysaccharidosis type VI2012

    • Author(s)
      Saito S, et al
    • Journal Title

      J.Hum.Genet.

      Volume: 57 Issue: 4 Pages: 280-282

    • DOI

      10.1038/jhg.2012.6

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 標的タンパク質の立体構造を用いたリガンド候補化合物の上限サイズの推定による化合物フィルタリング2017

    • Author(s)
      柳澤 渓甫, 大上 雅史, 石田 貴士, 秋山 泰
    • Organizer
      情報処理学会バイオ情報学研究会 2017-BIO-49(6)
    • Place of Presentation
      北陸先端科学技術大学院大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] ドッキング構造の機械学習を用いた高精度なバー チャルスクリーニング手法の開発2017

    • Author(s)
      安尾 信明, 関嶋 政和
    • Organizer
      日本薬学会 第137年会
    • Place of Presentation
      仙台国際センター
    • Related Report
      2016 Annual Research Report
  • [Presentation] 機械学習を用いた化合物合成経路の予測2017

    • Author(s)
      渡辺 敬介, 安尾 信明, 新井 直樹, 関嶋 政和
    • Organizer
      日本薬学会 第137年会
    • Place of Presentation
      仙台国際センター
    • Related Report
      2016 Annual Research Report
  • [Presentation] タンパク質-化合物相互作用ネットワークのリンクマイニング2016

    • Author(s)
      山崎卓朗, 大上雅史, 秋山泰
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      石川県能美市, JAIST
    • Year and Date
      2016-03-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] タンパク質間相互作用予測結果データベース及び表示系の構築2016

    • Author(s)
      長澤一輝, 松崎由理, 大上雅史, 秋山泰
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      石川県能美市, JAIST
    • Year and Date
      2016-03-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] GPUを用いたメタゲノム配列相同性解析ツールのMPI並列化と応用2016

    • Author(s)
      藤井智也, 角田将典, 大上雅史, 石田貴士, 石原和幸, 秋山泰
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      石川県能美市, JAIST
    • Year and Date
      2016-03-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] SHAKE法に着目した分子動力学ソフトウェアmyPresto/OmegageneのCPU・GPU混在環境における高速化2016

    • Author(s)
      後藤 公太, 笠原 浩太, 大上 雅史, 中村 春木, 秋山 泰
    • Organizer
      情報処理学会バイオ情報学研究会 2016-BIO-46(17)
    • Place of Presentation
      沖縄科学技術大学院大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] フラグメント分割に基づく超高速化合物プレスクリーニング手法ESPRESSO2016

    • Author(s)
      柳澤 渓甫, 小峰 駿汰, 鈴木 翔吾, 大上 雅史, 石田 貴士, 秋山 泰
    • Organizer
      情報処理学会バイオ情報学研究会 2016-BIO-46(18)
    • Place of Presentation
      沖縄科学技術大学院大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 活性値情報のグループ化とランク学習による化合物スクリーニング2016

    • Author(s)
      鈴木 翔吾, 大上 雅史, 秋山 泰
    • Organizer
      情報処理学会バイオ情報学研究会 2016-BIO-46(26)
    • Place of Presentation
      沖縄科学技術大学院大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] "GHOST-MP: an ultra-fast and high-sensitive homology search software for metagenome analysis"2015

    • Author(s)
      Yutaka Akiyama
    • Organizer
      3rd IIT Madras - Tokyo Tech Joint Symposium on Algorithms and Applications of Bioinformatics
    • Place of Presentation
      IIT Madras, Chennai
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] Analysis of protein docking decoys in terms of physicochemical properties of protein surfaces using rigid-body docking process2015

    • Author(s)
      Nobuyuki Uchikoga, Yuri Matsuzaki, Masahito Ohue, Yutaka Akiyama
    • Organizer
      3rd IIT Madras - Tokyo Tech Joint Symposium on Algorithms and Applications of Bioinformatics
    • Place of Presentation
      IIT Madras, Chennai
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] MEGADOCK: A high-performance protein-protein interaction prediction software for petascale supercomputing environments2015

    • Author(s)
      Yuri Matsuzaki, Masahito Ohue, Nobuyuki Uchikoga, Takashi Ishida, Yutaka Akiyama
    • Organizer
      3rd IIT Madras - Tokyo Tech Joint Symposium on Algorithms and Applications of Bioinformatics
    • Place of Presentation
      IIT Madras, Chennai
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] Statistical assessment for genome-wide association study with PPI and pathways2015

    • Author(s)
      瀬々 潤
    • Organizer
      生物物理学会
    • Place of Presentation
      石川県金沢市
    • Year and Date
      2015-09-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] オープンイノベーションコンテストによるIT創薬2015

    • Author(s)
      千葉峻太朗,池田和由,石田貴士,大野一樹,関嶋政和
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      神奈川県横浜市, 慶応義塾大学
    • Year and Date
      2015-09-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] 既知の活性/非活性化合物のドッキング解析によるバーチャルスクリーニングに適したタンパク質立体構造モデルの選択2015

    • Author(s)
      和久井直樹, 大上雅史, 千葉峻太朗, 石田貴士, 岩?博史, 秋山泰
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      沖縄県国頭郡, OIST
    • Year and Date
      2015-06-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] 低分子化合物二次元構造比較システムの改良2015

    • Author(s)
      杉原舜, 石田貴士, 秋山泰
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      沖縄県国頭郡, OIST
    • Year and Date
      2015-06-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] フラグメント伸長型タンパク質-化合物ドッキングのビームサーチによる高速化2015

    • Author(s)
      小峰駿汰, 石田貴士, 秋山泰
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      沖縄県国頭郡, OIST
    • Year and Date
      2015-06-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] SVMとDeep Learningに基づくヒトc-Yesキナーゼ阻害化合物の予測2015

    • Author(s)
      鈴木翔吾, 柳澤渓甫, 大上雅史, 石田貴士, 秋山泰
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      沖縄県国頭郡, OIST
    • Year and Date
      2015-06-24
    • Related Report
      2015 Annual Research Report
  • [Presentation] Performance Analysis of MapReduce Implementations for High Performance Homology Search2015

    • Author(s)
      Zhang Chaojie, Koichi Shirahata, Shuji Suzuki, Yutaka Akiyama, Satoshi Matsuoka
    • Organizer
      HPCS2015
    • Place of Presentation
      東京都文京区, 東京大学
    • Year and Date
      2015-05-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] タンパク質ドッキングと配列情報特徴解析の融合によるタンパク質間相互作用予測の高精度化2015

    • Author(s)
      小幡康文, 石田貴士, 秋山泰
    • Organizer
      情報処理学会 第41回バイオ情報学研究会
    • Place of Presentation
      北海道大学
    • Year and Date
      2015-03-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] Drug clearance pathway prediction based on semi-supervised learning2015

    • Author(s)
      Keisuke Yanagisawa,Takashi Ishida,Yuichi Sugiyama,Yutaka Akiyama
    • Organizer
      情報処理学会 第41回バイオ情報学研究会
    • Place of Presentation
      北海道大学
    • Year and Date
      2015-03-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] 方向性を持たせたグラフ構造変換による仮想化合物ライブラリの構築の研究2015

    • Author(s)
      吉川舜亮, 安尾信明, 吉野龍ノ介, 関嶋政和
    • Organizer
      情報処理学会 第41回バイオ情報学研究会
    • Place of Presentation
      北海道大学
    • Year and Date
      2015-03-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] タンパク質立体構造中のリガンド結合候補部位における配列保存性評価手法の開発2015

    • Author(s)
      安尾信明, 関嶋政和
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 残基との相互作用エネルギーに基づくドッキングシミュレーション結果の絞り込み2015

    • Author(s)
      宮津知美, 安尾信明, 関嶋政和
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 多段階グラフ拡張による仮想化合物ライブラリ構築の研究2015

    • Author(s)
      吉川舜亮, 安尾信明, 吉野龍ノ介, 関嶋政和
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] Discovery of dengue virus protease inhibitors and their inhibitionmechanism through docking simulation2014

    • Author(s)
      千葉峻太朗, 萩原陽介, 大野一樹, 本坊和也, 折田正弥, 関嶋政和
    • Organizer
      第55回日本熱帯医学会大会・第29回日本国際保健医療学会学術大会
    • Place of Presentation
      国立国際医療研究センター
    • Year and Date
      2014-11-01 – 2014-11-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Statistically significant subgraphs for genome-wide association study2014

    • Author(s)
      Jun Sese, Aika Terada, Yuki Saito and Koji Tsuda
    • Organizer
      ECML/PKDD 2014
    • Place of Presentation
      Nancy, France
    • Year and Date
      2014-09-15 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 大規模GPUクラスタによるタンパク質ドッキング計算システム2014

    • Author(s)
      大上雅史,下田雄大,松崎由理,石田貴士,秋山泰
    • Organizer
      情報処理学会 第38回バイオ情報学研究会
    • Place of Presentation
      沖縄科学技術大学院大学
    • Year and Date
      2014-06-25 – 2014-06-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 配列相同性に基づくタンパク質のリガンド結合候補部位の評価2014

    • Author(s)
      安尾信明,関嶋政和
    • Organizer
      情報処理学会 第38回バイオ情報学研究会
    • Place of Presentation
      沖縄科学技術大学院大学
    • Year and Date
      2014-06-25 – 2014-06-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] パスウェイ情報を用いた顧みられない熱帯病 創薬支援のための統合データベースiNTRODBの改良2014

    • Author(s)
      蓮実 梢, 石田貴士, 秋山泰
    • Organizer
      情報処理学会 第38回バイオ情報学研究会
    • Place of Presentation
      沖縄科学技術大学院大学
    • Year and Date
      2014-06-25 – 2014-06-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 半教師付き学習を用いた薬物クリアランス経路予測2014

    • Author(s)
      柳澤渓甫, 石田貴士, 秋山泰
    • Organizer
      情報処理学会 第38回バイオ情報学研究会
    • Place of Presentation
      沖縄科学技術大学院大学
    • Year and Date
      2014-06-25 – 2014-06-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 蛋白質-化合物ドッキングにおけるグリッドの分散配置による配座探索の改良2014

    • Author(s)
      伴兼弘 , 石田貴士 , 秋山泰
    • Organizer
      情報処理学会第37回バイオ情報学研究会
    • Place of Presentation
      福岡県, 九州工業大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Prediction of protein-protein interactions based on tertiary structures and transcription information2014

    • Author(s)
      Yuri Matsuzaki , Nobuyuki Uchikoga , Masahito Ohue , Takashi Ishida , Yutaka Akiyama
    • Organizer
      Biophysical Society 58th Annual Meeting
    • Place of Presentation
      Moscone Center, San Francisco
    • Related Report
      2013 Annual Research Report
  • [Presentation] Re-docking scheme to explore docking search space by using interaction profiles2014

    • Author(s)
      Nobuyuki Uchikoga , Yuri Matsuzaki , Masahito Ohue , Takatsugu Hirokawa , Yutaka Akiyama
    • Organizer
      Biophysical Society 58th Annual Meeting
    • Place of Presentation
      Moscone Center, San Francisco
    • Related Report
      2013 Annual Research Report
  • [Presentation] SCMS2.0によるタンパク質ポテンシャルエネルギー最小化の諸条件における評価2014

    • Author(s)
      篠崎 隆宏 , 関嶋 政和
    • Organizer
      情報処理学会第37回バイオ情報学研究会
    • Place of Presentation
      福岡県, 九州工業大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] ハッシュテーブル及びde Bruijn Graphの分割による、ゲノム解析の消費メモリ量の低減2014

    • Author(s)
      杉浦典和 , 石田貴士 , 秋山泰 , 関嶋政和
    • Organizer
      情報処理学会第76回全国大会
    • Place of Presentation
      東京都, 東京電機大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] NTDs創薬ターゲットタンパク質選択のためのデータベースiNTRODBの開発2013

    • Author(s)
      石田貴士 , 蓮実梢 , 伴兼弘 , 秋山泰
    • Organizer
      第54回日本熱帯医学会大会
    • Place of Presentation
      長崎県, 長崎ブリックホール
    • Related Report
      2013 Annual Research Report
  • [Presentation] MEGADOCK-GPU: Acceleration of Protein-Protein Docking Calculation on GPUs2013

    • Author(s)
      Takehiro Shimoda , Takashi Ishida , Shuji Suzuki , Masahito Ohue , Yutaka Akiyama
    • Organizer
      2nd International Workshop on Parallel and Cloud-based Bioinformatics and Biomedicine (ParBio2013), ACM Conference on Bioinformatics, Computational Biology and Biomedicine 2013 (ACM-BCB 2013)
    • Place of Presentation
      Bethesda, Maryland, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] 結合自由エネルギー予測を用いたクリアランス経路予測の改善に関する研究2013

    • Author(s)
      齊藤有紀 , 石田貴士 , 関嶋政和 , 秋山泰
    • Organizer
      情報処理学会第34回バイオ情報学研究会
    • Place of Presentation
      沖縄県, 沖縄科学技術大学院大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Highly Precise Protein-Protein Interaction Prediction Based on Consensus Between Template-Based and de Novo Docking Methods2013

    • Author(s)
      Masahito Ohue , Yuri Matsuzaki , Takehiro Shimoda , Takashi Ishida , Yutaka Akiyama
    • Organizer
      Great Lakes Bioinformatics Conference 2013
    • Place of Presentation
      Pittsburg, Pennsylvania, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Protein-protein interaction prediction based on rigid-body docking with ultra-high-performance computing technique: applications to affinity prediction on CAPRI round 21 and interactome analyses2013

    • Author(s)
      Masahito Ohue , Yuri Matsuzaki , Nobuyuki Uchikoga , Kohei Yamamoto , Takayuki Fujiwara , Takehiro Shimoda , Toshiyuki Sato , Takashi Ishida , Yutaka Akiyama
    • Organizer
      CAPRI 2013 5th Evaluation Meeting
    • Place of Presentation
      Utrecht, Netherland
    • Related Report
      2013 Annual Research Report
  • [Presentation] Sparse k-mer graphアルゴリズムの評価とVelvetへの実装2013

    • Author(s)
      吉川舜亮 , 石田貴士 , 関嶋政和 , 秋山 泰
    • Organizer
      情報処理学会第34回バイオ情報学研究会
    • Place of Presentation
      沖縄県, 沖縄科学技術大学院大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] De Bruijn Graphの分割によるVelvetの消費メモリの低減2013

    • Author(s)
      杉浦 典和 , 石田 貴士 , 秋山 泰 , 関嶋 政和
    • Organizer
      情報処理学会第36回バイオ情報学研究会
    • Place of Presentation
      東京都, 東京工業大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] FMO法を用いた抗dengue virus薬の創薬標的蛋白質と既知化合物間の相互作用解析2013

    • Author(s)
      吉野龍ノ介 , 安尾信明 , 千葉峻太朗 , 萩原 陽介 , 大野一樹 , 折田正弥 , 関嶋政和
    • Organizer
      第54回日本熱帯医学会大会
    • Place of Presentation
      長崎県, 長崎ブリックホール
    • Related Report
      2013 Annual Research Report
  • [Presentation] 分子動力学シミュレーションで探る阻害剤結合によって誘起されるdengue virusプロテアーゼの特徴的な構造2013

    • Author(s)
      千葉峻太朗 , 萩原 陽介 , 大野一樹 , 折田正弥 , 関嶋政和
    • Organizer
      第54回日本熱帯医学会大会
    • Place of Presentation
      長崎県, 長崎ブリックホール
    • Related Report
      2013 Annual Research Report
  • [Presentation] Improvement of the Protein-Protein Docking Prediction by Introducing a Simple Hydrophobic Interaction Model: an Application to Interaction Pathway Analysis

    • Author(s)
      Ohue M, Matsuzaki Y, Ishida T, Akiyama Y
    • Organizer
      The 7th IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB 2012)
    • Place of Presentation
      東京工業大学(東京)
    • Related Report
      2012 Annual Research Report
  • [Presentation] MEGADOCKを用いたタンパク質間相互作用予測のヒトアポトーシスパスウェイ解析への応用

    • Author(s)
      大上雅史,松崎由理,石田貴士,秋山 泰
    • Organizer
      情報処理学会研究報告 2012-BIO-32(13)
    • Place of Presentation
      京都大学桂キャンパス(京都)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 構造情報に基づくタンパク質間相互作用ネットワーク予測精度の改善

    • Author(s)
      山本航平,大上雅史,石田貴士,秋山 泰
    • Organizer
      情報処理学会研究報告 2012-BIO-32(14)
    • Place of Presentation
      京都大学(京都)
    • Related Report
      2012 Annual Research Report
  • [Presentation] タンパク質間ドッキング予測における機械学習を用いた目的関数の動的調整

    • Author(s)
      大上雅史,石田貴士,秋山 泰
    • Organizer
      情報処理学会研究報告 2012-BIO-29(19)
    • Place of Presentation
      沖縄科学技術大学院大学(沖縄)
    • Related Report
      2012 Annual Research Report
  • [Presentation] タンパク質間ドッキング予測における実空間での効率的な評価スコア計算方法の研究

    • Author(s)
      下田雄大,石田貴士,秋山 泰
    • Organizer
      情報処理学会研究報告 2012-BIO-29(20)
    • Place of Presentation
      沖縄科学技術大学院大学(沖縄)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 簡易疎水性相互作用モデルによるタンパク質間ドッキング予測の高精度化

    • Author(s)
      藤原隆之, 松崎由理,石田貴士,秋山 泰
    • Organizer
      情報処理学会研究報告 2012-BIO-29(21)
    • Place of Presentation
      沖縄科学技術大学院大学(沖縄)
    • Related Report
      2012 Annual Research Report
  • [Presentation] CPU-アクセラレータ間の負荷分散による分子動力学法の効率化

    • Author(s)
      宇田川拓郎, 関嶋政和
    • Organizer
      情報処理学会研究報告 2012-HPC-136
    • Place of Presentation
      沖縄産業支援センター(沖縄)
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPUを用いたエネルギー計算の並列化によるドッキングシミュレーションの高速化

    • Author(s)
      佐々木崇浩, 宇田川拓郎, 関嶋政和
    • Organizer
      情報処理学会第75回全国大会
    • Place of Presentation
      東北大学(宮城)
    • Related Report
      2012 Annual Research Report
  • [Remarks] LAMP: limitless-arity multiple-testing procedure

    • URL

      http://lamp.seselab.org/

    • Related Report
      2014 Annual Research Report
  • [Remarks] MEGADOCK 4.0: protein-protein docking software

    • URL

      http://www.bi.cs.titech.ac.jp/megadock/

    • Related Report
      2014 Annual Research Report
  • [Remarks] VISCO: visualiz.tool of seq. consv. of bind.sites

    • URL

      http://www.bio.gsic.titech.ac.jp/visco.html

    • Related Report
      2014 Annual Research Report

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Published: 2013-05-15   Modified: 2019-07-29  

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