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Integration and normalization method for improving the comparative epigenome pipeline

Research Project

Project/Area Number 15K18465
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field System genome science
Research InstitutionThe University of Tokyo

Principal Investigator

Nakato Ryuichiro  東京大学, 分子細胞生物学研究所, 助教 (60583044)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
KeywordsChIP-seq法 / Hi-C法 / 大規模解析 / エピゲノム / 品質評価 / ゲノム立体構造 / Spike-in解析 / ノイズ除去 / IHECプロジェクト
Outline of Final Research Achievements

Recent advances in sequencing analyses enable us to compare hundreds of ChIP-seq samples simultaneously; such large-scale analysis has potential to reveal the high-dimensional interrelationship level for regulatory elements and annotate novel functional genomic regions de novo. However, there are various factors that can affect the data quality of the sample preparation step, especially for tissue samples and low-input analyses. It is still difficult to eliminate or normalize biases in each sample. To overcome this problem, we have developed three programs: (i) DROMPA3, cost-effective ChIP-seq pipeline; (ii) SSP, a novel quality assessment tool of ChIP-seq data; and (iii) Hi-C analysis pipeline. These programs can provide us with more robust and effective large-scale epigenome analysis.

Report

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

    (17 results)

All 2018 2017 2016 2015 Other

All Journal Article (8 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 8 results,  Open Access: 6 results,  Acknowledgement Compliant: 1 results) Presentation (4 results) (of which Int'l Joint Research: 2 results,  Invited: 2 results) Book (1 results) Remarks (4 results)

  • [Journal Article] Sensitive and robust assessment of ChIP-seq read distribution using a strand-shift profile2018

    • Author(s)
      Ryuichiro Nakato, Katsuhiko Shirahige
    • Journal Title

      Bioinformatics

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Analysis and Quality Assessment of ChIP-seq Data with DROMPA.2018

    • Author(s)
      Nakato R, Shirahige K.
    • Journal Title

      Methods Mol Biol.

      Volume: 1672 Pages: 631-643

    • DOI

      10.1007/978-1-4939-7306-4_41

    • ISBN
      9781493973057, 9781493973064
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Recent advances in ChIP-seq analysis: from quality management to whole-genome annotation.2016

    • Author(s)
      Nakato R, Shirahige K.
    • Journal Title

      Brief Bioinform

      Volume: 12 Pages: 1-12

    • DOI

      10.1093/bib/bbw023

    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Replication-Coupled PCNA Unloading by the Elg1 Complex Occurs Genome-wide and Requires Okazaki Fragment Ligation2015

    • Author(s)
      Takashi Kubota, Yuki Katou, Ryuichiro Nakato, Katsuhiko Shirahige, Anne D. Donaldson
    • Journal Title

      Cell Reports

      Volume: 12 Issue: 5 Pages: 774-787

    • DOI

      10.1016/j.celrep.2015.06.066

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Condensin targets and reduces unwound DNA structures associated with transcription in mitotic chromosome condensation2015

    • Author(s)
      Takashi Sutani, Toyonori Sakata, Ryuichiro Nakato, Koji Masuda, Mai Ishibashi, Daisuke Yamashita, Yutaka Suzuki, Tatsuya Hirano, Masashige Bando, Katsuhiko Shirahige
    • Journal Title

      Nature Communications

      Volume: 6 Issue: 1 Pages: 1-13

    • DOI

      10.1038/ncomms8815

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The Deubiquitinating Enzyme USP7 Regulates Androgen Receptor Activity by Modulating Its Binding to Chromatin2015

    • Author(s)
      Shu-Ting Chen, Maiko Okada, Ryuichiro Nakato, Kosuke Izumi, Masashige Bando and Katsuhiko Shirahige
    • Journal Title

      Journal of Biological Chemistry

      Volume: 290 Issue: 35 Pages: 21713-21723

    • DOI

      10.1074/jbc.m114.628255

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Assembly of Slx4 signaling complexes behind DNA replication forks2015

    • Author(s)
      Attila Balint, TaeHyung Kim, David Gallo, Jose Renato Cussiol, Francisco M Bastos de Oliveira, Askar Yimit, Jiongwen Ou, Ryuichiro Nakato, Alexey Gurevich, Katsuhiko Shirahige, Marcus B Smolka, Zhaolei Zhang, Grant W Brown
    • Journal Title

      The EMBO Journal

      Volume: 34 Issue: 16 Pages: 2182-2197

    • DOI

      10.15252/embj.201591190

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Esco1 Acetylates Cohesin via a Mechanism Different from That of Esco22015

    • Author(s)
      Masashi Minamino, Mai Ishibashi, Ryuichiro Nakato, Kazuhiro Akiyama, Hiroshi Tanaka, Yuki Kato, Lumi Negishi, Toru Hirota, Takashi Sutani, Masashige Bando, Katsuhiko Shirahige
    • Journal Title

      Current Biology

      Volume: 25 Issue: 13 Pages: 1694-1706

    • DOI

      10.1016/j.cub.2015.05.017

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Characterization of chromatin folding mechanisms regulated by cohesin, cohesin loader and CTCF2018

    • Author(s)
      Ryuichiro Nakato, Toyonori Sakata, Soya Shinkai, Katsuhiko Shirahige.
    • Organizer
      Keystone Symposia "Chromatin Architecture and Chromosome Organization (X5)"
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] バイオインフォマティクスで切り開くエピゲノム解析2017

    • Author(s)
      中戸隆一郎
    • Organizer
      Heart rhythm interdisciplinary Association (HEIAN) Forum
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] ゲノムのダイナミズムを解き明かす大規模ChIP-seq解析2017

    • Author(s)
      中戸隆一郎
    • Organizer
      理研シンポジウム「細胞システムの動態と論理 IX」
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Method of identifying biased data for large-scale ChIP-seq analysis2016

    • Author(s)
      Ryuichiro Nakato
    • Organizer
      The EMBO Meeting "From Functional Genomics to Systems Biology"
    • Place of Presentation
      Heidelberg, Germany
    • Year and Date
      2016-11-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Book] 「実験医学」2016年6月増刊号:エピゲノムのダイナミズムを解き明かす大規模比較解析 ―血管内皮細胞を例に2016

    • Author(s)
      中戸隆一郎, 和田洋一郎, 白髭克彦
    • Total Pages
      7
    • Publisher
      羊土社
    • Related Report
      2016 Research-status Report
  • [Remarks] DROMPA3

    • URL

      https://github.com/rnakato/DROMPA3

    • Related Report
      2017 Annual Research Report
  • [Remarks] SSP

    • URL

      https://github.com/rnakato/SSP

    • Related Report
      2017 Annual Research Report
  • [Remarks] Palmsonntagmorgen

    • URL

      http://rnakato.hatenablog.jp/

    • Related Report
      2017 Annual Research Report
  • [Remarks] SSP (github)

    • URL

      https://github.com/rnakato/SSP

    • Related Report
      2016 Research-status Report

URL: 

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

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