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Reverse Trans-Omics Analysis for Comprehensive Bottom-up Understanding Toward Conquering Cancer Systems

Research Project

Project/Area Number 23K20389
Project/Area Number (Other) 20H04282 (2020-2023)
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeMulti-year Fund (2024)
Single-year Grants (2020-2023)
Section一般
Review Section Basic Section 62010:Life, health and medical informatics-related
Research InstitutionNagoya University

Principal Investigator

松井 佑介  名古屋大学, 医学系研究科(保健), 准教授 (90761495)

Co-Investigator(Kenkyū-buntansha) 阿部 雄一  岐阜大学, 糖鎖生命コア研究所, 特任准教授 (30731632)
宇野 光平  名古屋大学, 医学系研究科, 特任助教 (50873585)
Project Period (FY) 2020-04-01 – 2025-03-31
Project Status Granted (Fiscal Year 2024)
Budget Amount *help
¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000)
Fiscal Year 2024: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2023: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2022: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2021: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2020: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Keywords統合解析 / ネットワーク解析 / マルチオミクス解析 / プロテオゲノム解析 / 選択的スプライシング解析 / Percent Splice In / イントロン保持 / システム生物学 / プロテオゲノム / プロテオスタシス / バイオインフォマティクス / 計算生物学 / 共発現解析 / 生命情報学 / がん / 統計科学 / 情報科学 / プロテオミクス / コピュラ / パイプライン開発 / ワークフロー言語 / プロテオゲノミクス / リバーストランスオミクス解析
Outline of Research at the Start

最終年度は、これまでの解析結果をリソースとして統合・公開していくことを目標とします。情報学の非専門家であっても容易にWebブラウザ垢らアクセス可能なツール開発は、生命科学研究の手段として重要です。これまでの研究期間で開発した分析方法やそれらを用いた解析したゲノム、遺伝子発現、たんぱく質といった分子情報をWebリソースとして、ユーザーが容易にアクセスし複数の観点から分析可能な環境を開発を進めていく予定です。

Outline of Annual Research Achievements

本年度は、スプライシング異常とタンパク質異常の関連性を解析するために、スプライシングイベント解析および機能的推定アルゴリズムの開発を行なった。具体的にはRNAseq配列データからPercent Splice In (PSI) を推定するためのパイプラインを構築し、疾患群で変動しているスプライシングイベントを推定ができる環境を構築した。また、スプライシング解析の課題である機能推定の問題に対して、アイソフォーム発現と統合して信頼性の高いスプライシングイベントをフィルターする計算アルゴリズムを開発して、それらを用いた機能推定方法を開発した。

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

ゲノム変異以外の変異情報に基づくプロテオゲノム解析へ向けた解析基盤が整った。

Strategy for Future Research Activity

タンパク質情報を統合するプロテオゲノム解析を実施して、同定した異常スプライシングをペプチドレベルで検証する手法を開発する。

Report

(4 results)
  • 2023 Annual Research Report
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • Research Products

    (29 results)

All 2024 2023 2022 2021

All Journal Article (21 results) (of which Int'l Joint Research: 7 results,  Open Access: 20 results,  Peer Reviewed: 19 results) Presentation (7 results) Book (1 results)

  • [Journal Article] Systematic identification of exercise-induced anti-aging processes involving intron retention2024

    • Author(s)
      Kodama Hayata、Ijima Hirotaka、Matsui Yusuke
    • Journal Title

      bioRxiv

      Volume: 23

    • DOI

      10.1101/2024.04.25.591048

    • Related Report
      2023 Annual Research Report
    • Open Access
  • [Journal Article] Network‐based cytokine inference implicates Oncostatin M as a driver of an inflammation phenotype in knee osteoarthritis2023

    • Author(s)
      Iijima Hirotaka、Zhang Fan、Ambrosio Fabrisia、Matsui Yusuke
    • Journal Title

      Aging Cell

      Volume: 23 Issue: 2 Pages: 00-00

    • DOI

      10.1111/acel.14043

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Pgc-1α is an exercise-responsive regulator of myosteatosis in older individuals2023

    • Author(s)
      Iijima Hirotaka、Ambrosio Fabrisia、Matsui Yusuke
    • Journal Title

      BioRxive

      Volume: - Pages: 1-23

    • DOI

      10.1101/2023.02.07.527478

    • Related Report
      2023 Annual Research Report 2022 Annual Research Report 2020 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Types of anomalies in two-dimensional video-based gait analysis in uncontrolled environments2023

    • Author(s)
      Sugiyama Yuki、Uno Kohei、Matsui Yusuke
    • Journal Title

      PLOS Computational Biology

      Volume: 19 Issue: 1 Pages: 1-18

    • DOI

      10.1371/journal.pcbi.1009989

    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Network-based cytokine inference implicates Oncostatin M as a driver for inflammation phenotype of knee osteoarthritis2023

    • Author(s)
      Iijima Hirotaka、Zhang Fan、Ambrosio Fabrisia、Matsui Yusuke
    • Journal Title

      BioRxive

      Volume: -

    • DOI

      10.1101/2023.01.24.525463

    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Integration of pharmacoproteomic and computational approaches reveals the cellular signal transduction pathways affected by apatinib in gastric cancer cell lines.2023

    • Author(s)
      Nojima, Y., Aoki, M., Re, S., Hirano, H., Abe, Y., Narumi, R., Muraoka, S., Shoji, H., Honda, K., Tomonaga, T., Mizuguchi, K., Boku, N., and Adachi, J.
    • Journal Title

      Comput Struct Biotechnol J

      Volume: 21 Pages: 2172-2187

    • DOI

      10.1016/j.csbj.2023.03.006

    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Src activation in lipid rafts confers epithelial cells with invasive potential to escape from apical extrusion during cell competition2022

    • Author(s)
      Kajiwara Kentaro、Chen Ping-Kuan、Abe Yuichi、Okuda Satoru、Kon Shunsuke、Adachi Jun、Tomonaga Takeshi、Fujita Yasuyuki、Okada Masato
    • Journal Title

      Current Biology

      Volume: 32 Issue: 16 Pages: 3460-3476

    • DOI

      10.1016/j.cub.2022.06.038

    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A comprehensive list of the Bunyavirales replication promoters reveals a unique promoter structure in Nairoviridae differing from other virus families2022

    • Author(s)
      Yutaro Neriya, Shohei Kojima, Arata Sakiyama, Mai Kishimoto, Takao Iketani, Tadashi Watanabe, Yuichi Abe, Hiroshi Shimoda, Keisuke Nakagawa, Takaaki Koma, Yusuke Matsumoto
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1 Pages: 13560-13560

    • DOI

      10.1038/s41598-022-17758-z

    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Systematic identification of ALK substrates by integrated phosphoproteome and interactome analysis.2022

    • Author(s)
      Adachi, J., Kakudo, A., Takada, Y., Isoyama, J., Ikemoto, N., Abe, Y., Narumi, R., Muraoka, S., Gunji, D., Hara, Y., Katayama, R., and Tomonaga, T.
    • Journal Title

      Life Sci Alliance

      Volume: 5 Issue: 8 Pages: e202101202-e202101202

    • DOI

      10.26508/lsa.202101202

    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Meta-analysis integrated with multi-omics data analysis to elucidate pathogenic mechanisms of age-related knee osteoarthritis in mice2022

    • Author(s)
      Iijima Hirotaka、Gilmer Gabrielle、Wang Kai、Sivakumar Sruthi、Evans Christopher、Matsui Yusuke、Ambrosio Fabrisia
    • Journal Title

      The Journals of Gerontology: Series A

      Volume: glab386 Issue: 7 Pages: 1321-1334

    • DOI

      10.1093/gerona/glab386

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Intestinal microbe-dependent ω3 lipid metabolite αKetoA prevents inflammatory diseases in mice and cynomolgus macaques2022

    • Author(s)
      Nagatake T, Kishino S, Urano E, et al.
    • Journal Title

      Mucosal Immunology

      Volume: 15 Issue: 2 Pages: 289-300

    • DOI

      10.1038/s41385-021-00477-5

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Temporal dynamics from phosphoproteomics using endoscopic biopsy specimens provides new therapeutic targets in stage IV gastric cancer2022

    • Author(s)
      Hirano H, Abe Y, Nojima Y, Aoki M, Shoji H, Isoyama J, Honda K, Boku N, Mizuguchi K, Tomonaga T, Adachi J.
    • Journal Title

      Sci Rep.

      Volume: 12(1) Issue: 1 Pages: 4419-4419

    • DOI

      10.1038/s41598-022-08430-7

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] GSK3 inhibition circumvents and overcomes acquired lorlatinib resistance in ALK-rearranged non-small-cell lung cancer2022

    • Author(s)
      Shimizu Yuki、Okada Koutaroh、Adachi Jun、Abe Yuichi、Narumi Ryohei、Uchibori Ken、Yanagitani Noriko、Koike Sumie、Takagi Satoshi、Nishio Makoto、Fujita Naoya、Katayama Ryohei
    • Journal Title

      npj Precision Oncology

      Volume: 6 Issue: 1 Pages: 16-16

    • DOI

      10.1038/s41698-022-00260-0

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Pan-cancer methylome analysis for cancer diagnosis and classification of cancer cell of origin.2021

    • Author(s)
      Shimizu D, Taniue K, Matsui Y, Haeno H, Araki H, Miura F, Fukunaga M, Shiraishi K, Miyamoto Y, Tsukamoto S, Komine A, Kobayashi Y, Kitagawa A, Yoshikawa Y, Sato K, Saito T, Ito S, Masuda T, Niida A, Suzuki M, Baba H, Ito T, Akimitsu N, Kodera Y, Mimori K.
    • Journal Title

      Cancer Gene Ther.

      Volume: Epub Issue: 5 Pages: 1-1

    • DOI

      10.1038/s41417-021-00401-w

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Increased BUB1B/BUBR1 expression contributes to aberrant DNA repair activity leading to resistance to DNA-damaging agents2021

    • Author(s)
      Komura Kazumasa、Inamoto Teruo、Tsujino Takuya、Matsui Yusuke et al.
    • Journal Title

      Oncogene

      Volume: 40 Issue: 43 Pages: 6210-6222

    • DOI

      10.1038/s41388-021-02021-y

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] RoDiCE: robust differential protein co-expression analysis for cancer complexome2021

    • Author(s)
      Matsui Yusuke、Abe Yuichi、Uno Kohei、Miyano Satoru
    • Journal Title

      Bioinformatics

      Volume: 38 Issue: 5 Pages: 1269-1276

    • DOI

      10.1093/bioinformatics/btab612

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Pre-stimulus alpha oscillation and post-stimulus cortical activity differ in localization between consciously perceived and missed near-threshold somatosensory stimuli2021

    • Author(s)
      Uemura Jun-ichi, Hoshino Aiko, Igarashi Go, Matsui Yusuke, Chishima Makoto, Hoshiyama Minoru
    • Journal Title

      EUROPEAN JOURNAL OF NEUROSCIENCE

      Volume: 54 Issue: 4 Pages: 5518-5530

    • DOI

      10.1111/ejn.15388

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identification of Blood-Based Biomarkers for the Prediction of the Response to Neoadjuvant Chemoradiation in Rectal Cancer2021

    • Author(s)
      Dayde Delphine, Gunther Jillian, Hirayama Yutaka, Weksberg David C., Boutin Adam, Parhy Gargy, Aguilar-Bonavides Clemente, Wang Hong, Katayama Hiroyuki, Abe Yuichi…, Taguchi Ayumu
    • Journal Title

      Cancers

      Volume: 13 Issue: 14 Pages: 3642-3642

    • DOI

      10.3390/cancers13143642

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Pharmacological Inhibition of miR-130 Family Suppresses Bladder Tumor Growth by Targeting Various Oncogenic Pathways via PTPN12021

    • Author(s)
      Monoe Yuya, Jingushi Kentaro, Kawase Akitaka, Hirono Takayuki, Hirose Ryo, Nakatsuji Yoshino, Kitae Kaori, Ueda Yuko, Hase Hiroaki, Abe Yuichi, Adachi Jun, Tomonaga Takeshi, Tsujikawa Kazutake
    • Journal Title

      International Journal of Molecular Sciences

      Volume: 22 Issue: 9 Pages: 4751-4751

    • DOI

      10.3390/ijms22094751

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ossible Therapeutic Strategy Involving the Purine Synthesis Pathway Regulated by ITK in Tongue Squamous Cell Carcinoma.2021

    • Author(s)
      Onidani K, Miura N, Sugiura Y, Abe Y, Watabe Y, Kakuya T, Mori T, Yoshimoto S, Adachi J, Kiyoi T, Kabe Y, Suematsu M, Tomonaga T, Shibahara T, Honda K.
    • Journal Title

      Cancers

      Volume: 13 Issue: 13 Pages: 3333-3333

    • DOI

      10.3390/cancers13133333

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 12-Hydroxyeicosapentaenoic acid inhibits foam cell formation and ameliorates high-fat diet-induced pathology of atherosclerosis in mice2021

    • Author(s)
      Nagatake T, Shibata Y, Morimoto S, Node E, Sawane K, Hirata SI, Adachi J, Abe Y, Isoyama J, Saika A, Hosomi K, Tomonaga T, and Kunisawa J.
    • Journal Title

      Scientific Reports

      Volume: 11 Issue: 1 Pages: 10426-10426

    • DOI

      10.1038/s41598-021-89707-1

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 多群比較のための固定NMFによる筋シナジー変動解析手法の提案2022

    • Author(s)
      宇野光平;松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
  • [Presentation] 再現性を重視した筋シナジー解析アルゴリズムの提案2022

    • Author(s)
      松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
  • [Presentation] 歩行動作時における動的な運動モジュール構造の検討2022

    • Author(s)
      嶋﨑航次;宇野光平;飯島弘貴;野嶌一平;松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
  • [Presentation] 3次元深度カメラに基づく歩行データに対するノイズロバストな解析方法の検討2022

    • Author(s)
      坂田響;宇野光平;飯島弘貴;松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
  • [Presentation] 骨格筋特異的な分子ネットワークに基づく遺伝子モジュールの同定および各運動様式に対する分子応答の推定2022

    • Author(s)
      兒玉隼汰;飯島弘貴;宇野光平;松井佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report 2020 Annual Research Report
  • [Presentation] 変形性関節症をドライブする 『老化× メカニカルストレス』分子制御の探求―メタアナリシスとシステム生物学による統合的アプローチ―2022

    • Author(s)
      飯島弘貴;松井 佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 運動で骨格筋の脂肪を制御する ―高齢者骨格筋トランスクリプトームメタ解析による システム生物学アプローチ―2022

    • Author(s)
      飯島 弘貴;松井 佑介
    • Organizer
      第27回日本基礎理学療法学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Book] 理学療法2022

    • Author(s)
      松井佑介
    • Total Pages
      8
    • Publisher
      メディカルプレス
    • Related Report
      2022 Annual Research Report 2020 Annual Research Report

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Published: 2020-04-28   Modified: 2024-12-25  

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