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Target identification with systematic CRISPR-based chemical-genetic profiling in human HAP1 cells

Research Project

Project/Area Number 23K23491
Project/Area Number (Other) 22H02224 (2022-2023)
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeMulti-year Fund (2024)
Single-year Grants (2022-2023)
Section一般
Review Section Basic Section 37030:Chemical biology-related
Research InstitutionInstitute of Physical and Chemical Research

Principal Investigator

BOONE CHARLES  国立研究開発法人理化学研究所, 環境資源科学研究センター, チームリーダー (70601342)

Co-Investigator(Kenkyū-buntansha) Pham LienThiKim  国立研究開発法人理化学研究所, 環境資源科学研究センター, 特別研究員 (50865300)
八代田 陽子  国立研究開発法人理化学研究所, 環境資源科学研究センター, 副チームリーダー (60360658)
Project Period (FY) 2022-04-01 – 2025-03-31
Project Status Granted (Fiscal Year 2024)
Budget Amount *help
¥17,550,000 (Direct Cost: ¥13,500,000、Indirect Cost: ¥4,050,000)
Fiscal Year 2024: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2023: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Fiscal Year 2022: ¥8,190,000 (Direct Cost: ¥6,300,000、Indirect Cost: ¥1,890,000)
KeywordsTarget identification / Chemical genetics / CRISPR-Cas9 / Chemical genomics / target identification / chemical genetics
Outline of Research at the Start

Systematic chemical-genetic profiling with pools of barcoded mutant cells provides an unbiased strategy for linking compounds to their cellular target pathways. We propose to build and apply a genome-wide chemical-genetic interaction screening platform in a human cell line HAP1 to functionally characterize compounds provided from the RIKEN Natural Product Depository or the University of Tokyo Drug Discovery Initiative Core Library and elucidate their targets in human cells, which will be a valuable tool for drug development.

Outline of Annual Research Achievements

Natural products have long served as a valuable reservoir of compounds for drug discovery. A critical phase in drug development involves identifying the cellular targets and off-target interactions of compounds with promising bioactivities. However, our capacity to engineer or extract purified compounds from natural sources has surpassed our ability to functionally annotate them. To tackle this challenge, we are constructing a large-scale chemical-genetic network in human cells to comprehensively annotate chemical libraries. In FY2022, we established a CRISPR-Cas9-based, high-throughput chemical-genetic screening platform in human HAP1 cells. In this FY2023, this platform has been employed to assess many selected natural compounds derived the RIKEN NPDepo and the University of Tokyo DDI Core Libraries, resulting in a comprehensive compendium of chemical-genetic interaction profiles that offer valuable functional insights. This dataset represents a potent resource poised to enhance our comprehension of the druggable target space, to elucidate drug modes of action, and to identify novel drug candidates, or chemical probes to uncover novel gene functions.

Current Status of Research Progress
Current Status of Research Progress

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

Reason

In FY2023, we screened 35 natural compounds, including:
- Compounds selected through target predictions in our yeast Chemical-genomics profiling: Upon comparing the resulting chemical-genetic interactions in HAP1 cells with those in yeast cells, we observed that many compounds predicted the same target pathway as indicated by our yeast CG data.
- Reference compounds: their chemical-genetic profiles clearly indicated the expected target pathway.
- Compounds provided by our collaborators.
Also, we established a CRISPR database to make all chemical genomics profiles accessible online (currently restricted to internal access only).
Based on these findings, we have determined and implemented the approaches for target validation for potent compounds.

Strategy for Future Research Activity

In FY2023, we screened ~35 selected compounds including some reference and our collaborators’ compounds for chemical-genetic interactions using the genome-wide CRISPR-Cas9 screening platform in HAP1 cells. We have compared the resultant chemical-genetic interactions in HAP1 cells with the ones in yeast cells and the reference database of human chemical-genetic interactions. Based on that, optimal methods for target validation have been considered and carried out. In FY2024, we will continue the target validation for the compounds whose targets are previously uncharacterized, such as inhibitors for sphingolipid biosynthesis, glycosylation, etc. We will collaborate with some experts for metabolome analysis and elucidate modes-of-action of new classes of inhibitors.

Report

(2 results)
  • 2023 Annual Research Report
  • 2022 Annual Research Report
  • Research Products

    (26 results)

All 2024 2023 2022 2021 Other

All Int'l Joint Research (4 results) Journal Article (6 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 6 results,  Open Access: 4 results) Presentation (14 results) (of which Int'l Joint Research: 8 results,  Invited: 6 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results) (of which Overseas: 1 results)

  • [Int'l Joint Research] University of Toronto/University of British Columbia(カナダ)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] University of Minnesota(米国)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] University of Toronto/University of British Columbia(カナダ)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] University of Minnesota(米国)

    • Related Report
      2022 Annual Research Report
  • [Journal Article] N-terminal acetylation shields proteins from degradation and promotes age-dependent motility and longevity.2023

    • Author(s)
      Varland S, Silva RD, Kjosas I, Faustino A, Bogaert A, Billmann M, Boukhatmi H, Kellen B, Costanzo M, Drazic A, Osberg C, Chan K, Zhang X, Tong AHY, Andreazza S, Lee JJ, Nedyalkova L, Usaj M, Whitworth AJ, Andrews BJ, Moffat J, Myers CL, Gevaert K, Boone C, Martinho RG, Arnesen T.
    • Journal Title

      Nat. Commun.

      Volume: 14 Issue: 1 Pages: 6774-6774

    • DOI

      10.1038/s41467-023-42342-y

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Identification of triazenyl indoles as inhibitors of fungal fatty acid biosynthesis with broad-spectrum activity2023

    • Author(s)
      K. R. Iyer, S. C. Li, N. M. Revie, J. W. Lou, D. Duncan, S. Fallah, H. Sanchez, I. Skulska, M. M. U_aj, H. Safizadeh, B. Larsen, C. Wong, A. Aman, T. Kiyota, M. Yoshimura, H. Kimura, H. Hirano, M. Yoshida,... Y. Yashiroda, C. Boone, L. E. Cowen
    • Journal Title

      Cell Chem. Biol.

      Volume: 30 Issue: 7 Pages: 795-810

    • DOI

      10.1016/j.chembiol.2023.06.005

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Overexpression profiling reveals cellular requirements in the context of genetic backgrounds and environments2023

    • Author(s)
      Saeki Nozomu、Yamamoto Chie、Eguchi Yuichi、Sekito Takayuki、Shigenobu Shuji、Yoshimura Mami、Yashiroda Yoko、Boone Charles、Moriya Hisao
    • Journal Title

      PLOS Genetics

      Volume: 19 Issue: 4 Pages: e1010732-e1010732

    • DOI

      10.1371/journal.pgen.1010732

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The proteomic landscape of genome-wide genetic perturbations.2023

    • Author(s)
      Messner CB, Demichev V, Muenzner J, Aulakh SK, Barthel N, Rohl A, Herrera-Dominguez L, Egger AS, Kamrad S, Hou J, Tan G, Lemke O, Calvani E, Szyrwiel L, Mulleder M, Lilley KS, Boone C, Kustatscher G, Ralser M.
    • Journal Title

      Cell Chem. Biol.

      Volume: 186 Issue: 9 Pages: 2018-2034.e21

    • DOI

      10.1016/j.cell.2023.03.026

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] BIONIC: Biological Network Integration Using Convolutions2022

    • Author(s)
      Duncan T. Forster, Sheena C. Li, Yoko Yashiroda, Mami Yoshimura, Zhijian Li, Luis Alberto Vega Isuhuaylas, Kaori Itto-Nakama, Daisuke Yamanaka, Yoshikazu Ohya, Hiroyuki Osada, Bo Wang, Gary D. Bader & Charles Boone
    • Journal Title

      Nature Methods

      Volume: 19 Issue: 10 Pages: 1250-1261

    • DOI

      10.1038/s41592-022-01616-x

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Clionamines stimulate autophagy, inhibit Mycobacterium tuberculosis survival in macrophages, and target Pik12021

    • Author(s)
      Persaud, R., Li, SC., Chao, JD., Forestieri, R., Donohue, E., Balgi, AD., Zheng, X., Chao, JT., Yashiroda, Y., Yoshimura, M., Loewen, CJR., Gingras, AC., Boone, C., Av-Gay, Y., Roberge, M., Andersen, RJ.
    • Journal Title

      Cell Chemical Biology

      Volume: - Issue: 5 Pages: 870-882

    • DOI

      10.1016/j.chembiol.2021.07.017

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] 分裂酵母Schizosaccharomyces pombeにおいてペンタデカン酸が誘導する脂肪毒性2024

    • Author(s)
      星川陽次郎、代田夏帆、松山晃久、木村聡、Sheena LI 、八代田陽子、Charles BOONE、津川裕司、有田誠、吉田稔、西村慎一
    • Organizer
      日本農芸化学会2024年度大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] エルゴステロール合成経路を標的とする抗真菌薬の開発2024

    • Author(s)
      八代田陽子
    • Organizer
      東京大学医科学研究所-千葉大学真菌医学研究センター 国際共同研究・共同研究拠点事業 2023年度 成果報告会
    • Related Report
      2023 Annual Research Report
    • Invited
  • [Presentation] Exogenous pentadecanoic acid perturbs the membrane lipid profile to generate the giant endoplasmic reticulum sheet2023

    • Author(s)
      Hoshikawa Y, Matsuyama A, Li S, Yashiroda Y, Boone C, Tsugawa H, Arita M, Yoshida M, Nishimura S.
    • Organizer
      The 11th International Fission Yeast Meeting (Pombe 2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mapping genetic and chemical-genetic networks in yeast2023

    • Author(s)
      Boone CM.
    • Organizer
      31st International Conference on Yeast Genetics and Molecular Biology (ICYGMB31)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 抗真菌剤ポアシジエンは細胞質鉄イオンの蓄積を引き起こす2023

    • Author(s)
      趙天宇、小川樹、吉村麻美、八代田陽子、Charles Boone
    • Organizer
      酵母遺伝学フォーラム第56回研究報告会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 抗真菌剤NPD2560の細胞内作用機序に関する研究2023

    • Author(s)
      劉薇、関口宙暉、山中大輔、八代田陽子、Sheena Li 、Charles Boone 、一刀かおり、大矢禎一
    • Organizer
      酵母遺伝学フォーラム第56回研究報告会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Mapping genetic interaction networks in yeast and human cells2023

    • Author(s)
      Boone CM.
    • Organizer
      The 2023 Cold Spring Harbor Asia Conference, Yeast and Life Sciences
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Identification of potential therapeutic lead compounds targeting serine-palmitoyltransferase2023

    • Author(s)
      Pham L, Yoshimura M, Yashiroda Y, Li S, Usaj M, Burke RM, oshida M, Boone C.
    • Organizer
      The 2023 Cold Spring Harbor Asia Conference, Yeast and Life Sciences
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mode-of-action analysis of inhibitors targeting ergosterol2023

    • Author(s)
      Yashiroda Y, Yoshimura M, Usui M, Kimura H, Isuhuaylas LAV, Pham LTK, Niwa T, Takahashi I, Hosoya T, Ilies L, Yoshida M, Boone C.
    • Organizer
      The 2023 Cold Spring Harbor Asia Conference, Yeast and Life Sciences
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mapping Genetic and Chemical Genetic Interaction Networks in Yeast and Human Cells2022

    • Author(s)
      Boone C
    • Organizer
      The 21st International Conference on Systems Biology (ICSB 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mapping Genetic and Chemical Genetic Interaction Networks in Yeast and Human Cells2022

    • Author(s)
      Boone C
    • Organizer
      9th Congress of the Genetic Society of Slovenia
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mapping Genetic Interaction Networks in Yeast and Human Cells2022

    • Author(s)
      Boone C
    • Organizer
      British Yeast Group 2022: From Genomes to Cells
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Identifying the targets of novel compounds using high throughput chemical-genomics screening2022

    • Author(s)
      Lien Pham, Sheena Li, Luis Alberto Vega Isuhuaylas, Hamid Safizadeh, Yoko Yashiroda, Mami Yoshimura, Hiromi Kimura, Yumi Kawamura, Minoru Yoshida, Chad Myers, and Charles Boone
    • Organizer
      酵母遺伝学フォーラム第55回研究報告会
    • Related Report
      2022 Annual Research Report
  • [Presentation] S. pombeケミカルゲノミクス法を用いた海産環状グアニジンアルカロイド化合物の作用機序解明2022

    • Author(s)
      八代田陽子、木村寛美、吉村麻美、野口峻太朗、Sheena Li、Luis A. Vega I.、河村優美、吉田稔、酒井隆一、Charles Boone
    • Organizer
      酵母遺伝学フォーラム第55回研究報告会
    • Related Report
      2022 Annual Research Report
  • [Remarks] 脂肪酸合成を阻害する新たな抗真菌化合物の発見-世界的脅威である真菌感染症の新しい治療薬として期待-

    • URL

      https://www.riken.jp/press/2023/20230711_1/index.html

    • Related Report
      2023 Annual Research Report
  • [Patent(Industrial Property Rights)] Compounds as antifungal agents, derivatives thereof and novel compounds2023

    • Inventor(s)
      Oya, Yashiroda, Boone, et al.
    • Industrial Property Rights Holder
      Oya, Yashiroda, Boone, et al.
    • Industrial Property Rights Type
      特許
    • Filing Date
      2023
    • Related Report
      2023 Annual Research Report
    • Overseas

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Published: 2022-04-19   Modified: 2024-12-25  

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