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Development of an integrated data-processing environment for disease-related genome analysis

Research Project

Project/Area Number 16K07222
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field System genome science
Research InstitutionOsaka University

Principal Investigator

NAKAYA Akihiro  大阪大学, 医学系研究科, 特任教授(常勤) (60301149)

Co-Investigator(Kenkyū-buntansha) 岡崎 敦子 (今井敦子 / 今井 敦子)  大阪大学, 医学系研究科, 特任助教 (70761691)
菊地 正隆  大阪大学, 医学系研究科, 特任講師(常勤) (90722538)
Research Collaborator KOBAYASHI kaori  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2018: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Keywordsゲノム解析 / 次世代シーケンサ / マイクロアレイ / ヒト疾患関連変異 / 解析ソフトウェア / データベース / シーケンサ / ゲノム解析技術 / 連鎖不平衡 / 解析アプリ
Outline of Final Research Achievements

We developed a data processing system for disease-related genome analysis. We carried out whole-exome sequencing (WES) of ten Japanese individuals using the DNA samples provided by the 1000 Genomes Project. We processed the sequencing results using the analysis pipeline and stored the obtained variants in a database developed for this study. The database also includes the variants in the approximately one hundred Japanese individuals obtained by processing the results of WES provided by the 1000 Genomes Project. We developed an application program that evaluates how the chromosomal regions with variants distribute in a population. We also developed a genome scanning method that extracts the regions where variants satisfying a given condition are found with high frequency and then generates block diagrams representing the regions and their mutual relationships. Using the database and programs developed, we carried out analysis of clinical data in collaboration with clinical researchers.

Academic Significance and Societal Importance of the Research Achievements

独自に開発したソフトウェアとデータベースを用いて解析を行うことができる環境を整備した。コントロール検体群のゲノム情報の整備を行った。ヒト疾患に関する実データの解析を行った。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (25 results)

All 2019 2018 2017 2016 Other

All Int'l Joint Research (1 results) Journal Article (12 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 11 results,  Open Access: 11 results,  Acknowledgement Compliant: 4 results) Presentation (9 results) (of which Int'l Joint Research: 1 results) Book (1 results) Remarks (2 results)

  • [Int'l Joint Research] Rockefeller University/Laboratory of Statistical Genetics(米国)

    • Related Report
      2017 Research-status Report
  • [Journal Article] Cardiomyopathy in children with mitochondrial disease: Prognosis and genetic background.2019

    • Author(s)
      Imai-Okazaki A, Kishita Y, Kohda M, Mizuno Y, Fushimi T, Matsunaga A, Yatsuka Y, Hirata T, Harashima H, Takeda A, Nakaya A, Sakata Y, Kogaki S, Ohtake A, Murayama K, Okazaki Y.
    • Journal Title

      Int J Cardiol

      Volume: 279 Pages: 115-121

    • DOI

      10.1016/j.ijcard.2019.01.017

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Genome-wide Association Analysis of Eye Movement Dysfunction in Schizophrenia.2018

    • Author(s)
      Kikuchi M, Miura K, Morita K, Yamamori H, Fujimoto M, Ikeda M, Yasuda Y, Nakaya A, uHashimoto R.
    • Journal Title

      Sci Rep

      Volume: 8(1) Issue: 1 Pages: 12347-12347

    • DOI

      10.1038/s41598-018-30646-9

    • NAID

      120006549303

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identification of genetic risk factors of aggressive periodontitis using genome-wide association studies in association with those of chronic periodontitis2018

    • Author(s)
      Masumoto R, Kitagaki J, Fujihara C, Matsumoto M, Miyauchi S, Asano Y, Imai A, Kobayashi K, Nakaya A, Yamashita M, Yamada S, Kitamura M, and Murakami S
    • Journal Title

      Journal of Periodontal Research

      Volume: 54 Pages: 199-206

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Enhancer variants associated with Alzheimer's disease affect gene expression via chromatin looping2018

    • Author(s)
      Kikuchi M, Hara N, Hasegawa M, Miyashita A, Kuwano R, Ikeuchi T, and Nakaya A
    • Journal Title

      bioRxiv

      Volume: -

    • DOI

      10.1101/426312

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] Barth syndrome: Different approaches to diagnosis2018

    • Author(s)
      Imai-Okazaki A, Kishita Y, Kohda M, Yatsuka Y, Hirata T, Mizuno Y, Harashima H, Hirono K, Ichida F, Noguchi A, Yoshida M, Tokorodani C, Nishiuchi R, Takeda A, Nakaya A, Sakata Y, Murayama K, Ohtake A, & Okazaki Y
    • Journal Title

      Journal of Pediatrics

      Volume: 193 Pages: 256-260

    • DOI

      10.1016/j.jpeds.2017.09.075

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] HDR-del: A tool based on Hamming distance for prioritizing pathogenic chromosomal deletions in exome sequencing2017

    • Author(s)
      Imai-Okazaki A, Kohda M, Kobayashi K, Hirata T, Sakata Y, Murayama K, Ohtake A, Okazaki Y, Nakaya A, & Ott J
    • Journal Title

      Human Mutation

      Volume: 38 Issue: 12 Pages: 1796-1800

    • DOI

      10.1002/humu.23298

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Analysis of an ADTKD family with a novel frameshift mutation in MUC1 reveals characteristic features of mutant MUC1 protein2017

    • Author(s)
      Yamamoto S, Kaimori J, Yoshimura T, Namba T, Imai A, Kobayashi K, Imamura R, Ichimaru N, Kato K, Nakaya A, Takahara S, & Isaka Y
    • Journal Title

      Nephrology Dialysis Transplantation

      Volume: 32 Issue: 12 Pages: 2010-2007

    • DOI

      10.1093/ndt/gfx083

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Identification of core gene networks and hub genes associated with progression of nonalcoholic fatty liver disease by RNA sequencing2017

    • Author(s)
      Hotta K, Kikuchi M, Kitamoto T, Kitamoto A, Ogawa Y, Honda Y, Kessoku T, Kobayashi K, Yoneda, M, Imajo K, Tomeno W, Nakaya A, Suzuki Y, Saito S, and Nakajima A
    • Journal Title

      Hepatology Research

      Volume: 印刷中 Issue: 13 Pages: 1445-1448

    • DOI

      10.1111/hepr.12877

    • Related Report
      2017 Research-status Report 2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Differential gene expression profiles in neurons generated from lymphoblastoid B-cell line-derived iPS cells from monozygotic twin cases with treatment-resistant schizophrenia and discordant responses to clozapine.2017

    • Author(s)
      Nakazawa T, Kikuchi M, Ishikawa M, Yamamori H, Nagayasu K, Matsumoto T, Fujimoto M, Yasuda Y, Fujiwara M, Okada S, Matsumura K, Kasai A, Hayata-Takano A, Shintani N, Numata S, Takuma K, Akamatsu W, Okano H, Nakaya A, Hashimoto H, Hashimoto R.
    • Journal Title

      Schizophr Res.

      Volume: 181 Pages: 75-82

    • DOI

      10.1016/j.schres.2016.10.012

    • NAID

      120007037467

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Effect of Clozapine on DNA Methylation in Peripheral Leukocytes from Patients with Treatment-Resistant Schizophrenia.2017

    • Author(s)
      Kinoshita M, Numata S, Tajima A, Yamamori H, Yasuda Y, Fujimoto M, Watanabe S, Umehara H, Shimodera S, Nakazawa T, Kikuchi M, Nakaya A, Hashimoto H, Imoto I, Hashimoto R, Ohmori T.
    • Journal Title

      Int J Mol Sci.

      Volume: 18 Issue: 3 Pages: 632-632

    • DOI

      10.3390/ijms18030632

    • NAID

      120006535029

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dried blood spots for newborn screening allows easy determination of a high heteroplasmy rate in severe infantile cardiomyopathy2016

    • Author(s)
      Imai A, Kishita Y, Nakayama Y, Fujita S, Futatani T, Kohda M, Yatsuka Y, Nakaya A, Sakata Y, Murayama K, Ohtake A, Okazaki Y
    • Journal Title

      International Journal of Cardiology

      Volume: 221 Pages: 446-449

    • DOI

      10.1016/j.ijcard.2016.06.287

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] HDR: a statistical two-step approach successfully identifies disease genes in autosomal recessive families2016

    • Author(s)
      Imai A, Kohda M, Nakaya A, Sakata Y, Murayama K, Ohtake A, Lathrop M, Okazaki Y, Ott J
    • Journal Title

      Journal of Human Genetics

      Volume: 61 Issue: 11 Pages: 959-963

    • DOI

      10.1038/jhg.2016.85

    • NAID

      40021000514

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] 染色体高次構造を介したアルツハイマー病リスクバリアントの影響2018

    • Author(s)
      菊地正隆, 原範和, 長谷川舞衣, 宮下哲典, 桑野良三, 池内健, 中谷 明弘
    • Organizer
      第41回日本分子生物学会年会
    • Related Report
      2018 Annual Research Report
  • [Presentation] ポリジェニックハザードスコアを用いたアルツハイマー病発症年齢解析2018

    • Author(s)
      菊地正隆, 宮下哲典, 池内健, 中谷明弘
    • Organizer
      第37回認知症学会
    • Related Report
      2018 Annual Research Report
  • [Presentation] The prediction method of deleterious variants for Alzheimer's disease using chromatin higher-order structure2017

    • Author(s)
      Kikuchi M, Hara N, Hasegawa M, Miyashita A, Kuwano R, Ikeuchi T, and Nakaya A
    • Organizer
      The 7th BRI International Symposium 2017
    • Place of Presentation
      Brain Research Institute, Niigata University
    • Year and Date
      2017-03-10
    • Related Report
      2016 Research-status Report
  • [Presentation] エクソーム解析基盤を用いた日本人変異解析における解析手法の検証と可視化2017

    • Author(s)
      小林香織, 今井敦子, 山崎悟, 菊地正隆, 足尾勉, 上條憲一, 松村泰志, 中谷明弘
    • Organizer
      第40回日本分子生物学会年会
    • Related Report
      2017 Research-status Report
  • [Presentation] 日本人集団におけるB型肝炎の全ゲノムコピー数多型解析2017

    • Author(s)
      菊地正隆, 小林香織, 澤井裕美, 西田奈央, 杉山真也, 溝上雅史, 徳永勝士, 中谷明弘
    • Organizer
      日本人類遺伝学会第62回大会
    • Related Report
      2017 Research-status Report
  • [Presentation] Genetic analysis of mitochondrial disorder2017

    • Author(s)
      Kohda M, Kishita Y, Mizuno Y, Imai A, Nakaya A, Hirata T, Yatsuka Y, Borna NN, Harashima H, Murayama K, Ohtake A, & Okazaki Y
    • Organizer
      第5回生命医薬情報学連合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] ミトコンドリア病を疑う集団におけるゲノム解析2017

    • Author(s)
      神田将和, 木下善人, 水野洋介, 今井敦子, 中谷明弘, 平田智子, 八塚由紀子, Nurun N. Borna, 原嶋宏子, 村山圭, 大竹明, 岡崎康司
    • Organizer
      NGS現場の会第五回研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] アルツハイマー病感受性領域が近接する染色体領域の同定2016

    • Author(s)
      菊地正隆, 原範和, 長谷川舞衣, 宮下哲典, 桑野良三, 池内健, 中谷明弘
    • Organizer
      第39回日本分子生物学会年会
    • Place of Presentation
      パシフィコ横浜
    • Year and Date
      2016-11-30
    • Related Report
      2016 Research-status Report
  • [Presentation] Identification of chromosomal regions interacting with susceptibility loci for Alzheimer’s disease2016

    • Author(s)
      Kikuchi M, Hara N, Hasegawa M, Miyashita A, Kuwano R, Ikeuchi T, and Nakaya A
    • Organizer
      Alzheimer's Association International Conference (AAIC) 2016
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2016-07-22
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Book] Derivation of linear models for quantitative traits by Bayesian estimation with Gibbs sampling2017

    • Author(s)
      Nakaya A & Isobe S
    • Publisher
      Springer
    • ISBN
      9783319631684
    • Related Report
      2017 Research-status Report
  • [Remarks] HDR (Hamming Distance Ratio)

    • URL

      http://www.gi.med.osaka-u.ac.jp/software/hdr

    • Related Report
      2017 Research-status Report
  • [Remarks] HDR (Hamming Distance Ratio) 2

    • URL

      http://www.gi.med.osaka-u.ac.jp/software/hdr2

    • Related Report
      2017 Research-status Report

URL: 

Published: 2016-04-21   Modified: 2022-02-21  

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