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2020 年度 実績報告書

心筋症関連ミトコンドリア・核内遺伝子の協奏的制御を可能にする人工転写因子の開発

研究課題

研究課題/領域番号 19H03349
研究機関京都大学

研究代表者

ナマシヴァヤム パンディアン  京都大学, 高等研究院, 講師 (20625446)

研究分担者 杉山 弘  京都大学, 理学研究科, 教授 (50183843)
研究期間 (年度) 2019-04-01 – 2022-03-31
キーワードピロールイミダゾールポリアミド / エピジェネティクス / 人工転写因子 / ナノテクノロジー / 心筋症
研究実績の概要

This fiscal year, we have productively developed different versions of SMART-TFs capable of switching ON and OFF the therapeutically important and cell fate regulating nuclear and mitochondrial genes. We have developed a biomimetic epigenetic code termed En-PGC-1 to induce targeted epigenetic activation of peroxisome proliferator-activated receptor-gamma coactivator 1 alpha/beta, a regulator of mitochondrial biogenesis and AMP-activated protein kinase pathway. En-PGC-1 enhanced mitochondrial activation, energy metabolism, proliferation of CD8+ T cells in vitro, and enhanced oxidative phosphorylation thereby synergizing PD-1 blockade immunotherapy in a mouse model. We developed and published an epigenetic code capable of activating cardiac-related genes in mouse embryonic stem cells and differentiate them into spontaneous beating cardiomyocytes. Microarray and chromatin immunoprecipitation sequencing substantiated the targeted epigenetic modulation as the reason behind the mechanism of the pre-version of these nuclear ON SMART-TFs. Regarding the OFF SMART-TFs, we have also published that incorporating tri-arginine moiety can enhance the nuclear accumulation of our molecular codes and trigger the efficient repression of genes in live cells. We have also advanced the use of our biomolecular codes as probes and have successfully visualized telomere length and dynamics in live cells. We also explored the natural products to neutralize reactive oxygen species and have published a preliminary analysis of differentially expressed genes in mouse Leydig cells.

現在までの達成度 (区分)
現在までの達成度 (区分)

1: 当初の計画以上に進展している

理由

Encouraged with the strong foundation laid by integrating diverse disciplines including machine learning in FY2019, this fiscal year we accelerated our research and promptly achieved the milestones mentioned in the application to perform biological evaluation of SMART-TF in regulating the AMP-activated protein kinase (AMPK) pathway. Furthermore, we have successfully accomplished a milestone of the work package originally planned for FY2021 regarding cardiomyogenesis in advance and is exploring new applications in immunotherapy. In particular, while constructing mitochondrial SMART-TF, we made a serendipitous discovery that the incorporation of tri-arginine moiety can remarkably enhance the nuclear accumulation of our molecular codes. Considering the correlation between telomere length and mitochondrial DNA copy number, we have also explored a new direction and constructed a near infra-red fluorogenic probe capable of visualizing telomere length and dynamics in live cells. These two important major leaps aided us to effectively program our SMART-TF components as probes and/or gene regulators on-demand and broaden their applications in the uncharted domains. We have also attained the results by using nanoparticle version of our SMART-TFs with potential application in neurodegenerative diseases and have used machine learning programs to advance our biomolecular codes. While exchange visits were not possible due to the pandemic, the online meetings and webinars facilitated us to expand our network and further foster international collaborations.

今後の研究の推進方策

The project's current status offers us an ideal platform to advance our chemical biology approach to create potential therapeutics and diagnostics. We plan to functionalize our molecular codes and validate their biological efficacy in different cell lines and disease models to realize this aim. Reactive oxygen species (ROS) is a common phenomenon occurring in several diseases, and so we can extend our synthetic strategy to regulate them and the therapeutically important genes associated with the intractable diseases. We plan to develop a chemical probe-based nanopore DNA sequencing protocol to evaluate 8-Oxoguanine, one of the most common DNA lesions resulting from ROS. We will also supplement the nanomaterials lignin in the cell culture setup to have an external control over ROS and demonstrate the cooperative control in wide range of cell lines including cardiomyopathy cell lines. To further promote our biomimetic epigenetic codes targeting the right place at the genome, we plan to administer them at the right time by deciphering the circadian gene expression of the target genes using the machine learning algorithms. Because mitochondria and bacteria have common features like circular DNA, we are also fine-tuning our SMART-TFs to trigger promoter-specific transcription suppression on demand. We plan to make good use of our international collaborators and accelerate our ongoing research topics. We will summarize the research results and publish them in high impact research journals, which is expected to be frequently cited

  • 研究成果

    (20件)

すべて 2021 2020 その他

すべて 国際共同研究 (3件) 雑誌論文 (6件) (うち国際共著 6件、 査読あり 4件、 オープンアクセス 2件) 学会発表 (6件) (うち招待講演 6件) 備考 (5件)

  • [国際共同研究] Rutgers University(米国)

    • 国名
      米国
    • 外国機関名
      Rutgers University
  • [国際共同研究] AO Research Institute(スイス)

    • 国名
      スイス
    • 外国機関名
      AO Research Institute
  • [国際共同研究] Indian Institute of Technology - Roorkee(インド)

    • 国名
      インド
    • 外国機関名
      Indian Institute of Technology - Roorkee
  • [雑誌論文] A Near-Infrared Fluorogenic Pyrrole Imidazole Polyamide Probe for Live-Cell Imaging of Telomeres2020

    • 著者名/発表者名
      Tsubono Yutaro、Kawamoto Yusuke、Hidaka Takuya、Pandian Ganesh N.、Hashiya Kaori、Bando Toshikazu、Sugiyama Hiroshi
    • 雑誌名

      Journal of the American Chemical Society

      巻: 142 ページ: 17356~17363

    • DOI

      10.1021/jacs.0c04955

    • 査読あり / 国際共著
  • [雑誌論文] Targeted epigenetic modulation using a DNA‐based histone deacetylase inhibitor enhances cardiomyogenesis in mouse embryonic stem cells2020

    • 著者名/発表者名
      Lee Jin‐A、An Jieun、Taniguchi Junichi、Kashiwazaki Gengo、Pandian Ganesh N.、Parveen Nazia、Kang Tong Mook、Sugiyama Hiroshi、De Debojyoti、Kim Kyeong Kyu
    • 雑誌名

      Journal of Cellular Physiology

      巻: 236 ページ: 3946~3962

    • DOI

      10.1002/jcp.30140

    • 査読あり / 国際共著
  • [雑誌論文] Targeted Epigenetic Induction of Mitochondrial Biogenesis Enhances Antitumor Immunity in Mouse Model2020

    • 著者名/発表者名
      Matinee Madhu、Pandian Ganesh N.、Sugiyama Hiroshi
    • 雑誌名

      SSRN Electronic Journal

      巻: X ページ: 1-48

    • DOI

      10.2139/ssrn.3732371

    • オープンアクセス / 国際共著
  • [雑誌論文] Enhanced nuclear accumulation of pyrrole imidazole polyamides by incorporation of the tri-arginine vector2020

    • 著者名/発表者名
      Hidaka Takuya、Tsubono Yutaro、Hashiya Kaori、Bando Toshikazu、Pandian Ganesh N.、Sugiyama Hiroshi
    • 雑誌名

      Chemical Communications

      巻: 56 ページ: 12371~12374

    • DOI

      10.1039/D0CC05158F

    • 査読あり / 国際共著
  • [雑誌論文] Differentially expressed genes on the growth of mouse Leydig cells treated with standardised Eurycoma longifolia extract2020

    • 著者名/発表者名
      Khurshid Ahmed Nor Amira、Lim Shern Kwok、Pandian Ganesh、Sugiyama Hiroshi、Lee Chong Yew、Khoo Boon Yin、Chan Kit Lam
    • 雑誌名

      Molecular Medicine Reports

      巻: 22 ページ: 3645-3658

    • DOI

      10.3892/mmr.2020.11485

    • 査読あり / 国際共著
  • [雑誌論文] Chemical probe-based Nanopore Sequencing to Selectively Assess the RNA modifications2020

    • 著者名/発表者名
      Ramasamy Soundhar、Sahayasheela Vinodh J、Yu Zutao、Hidaka Takuya、Cai Li、Sugiyama Hiroshi、Pandian Ganesh N.
    • 雑誌名

      bioRxiv

      巻: X ページ: 1-26

    • DOI

      10.1101/2020.05.19.105338

    • オープンアクセス / 国際共著
  • [学会発表] SMART Genetic Switches for Bioengineering2021

    • 著者名/発表者名
      NAMASIVAYAM Ganesh Pandian
    • 学会等名
      iCeMS-MacDiarmid Institute Online Workshop, Newzealand
    • 招待講演
  • [学会発表] SMART Genetic Switches2021

    • 著者名/発表者名
      NAMASIVAYAM Ganesh Pandian
    • 学会等名
      The 11th All India Conference of The Scott Research Forum,India
    • 招待講演
  • [学会発表] Refresher Course in Epigenetics2020

    • 著者名/発表者名
      NAMASIVAYAM Ganesh Pandian
    • 学会等名
      University Grants Commission, Government of India
    • 招待講演
  • [学会発表] Therapeutic Gene Modulation using Artificial Genetic Switches2020

    • 著者名/発表者名
      NAMASIVAYAM Ganesh Pandian
    • 学会等名
      India-Japan Webinar on Rare Diseases, Embassy of India-Tokyo
    • 招待講演
  • [学会発表] Artificial Genetic Switches2020

    • 著者名/発表者名
      NAMASIVAYAM Ganesh Pandian
    • 学会等名
      Indo-UK Virtual Conference on Current Innovations and the Future of Therapeutic Developments (CIFTD-2020),
    • 招待講演
  • [学会発表] Road to Discovery, Lockdown with Legends2020

    • 著者名/発表者名
      NAMASIVAYAM Ganesh Pandian
    • 学会等名
      Nagrathar Business Corporations, India
    • 招待講演
  • [備考] テロメアをリアルタイムで可視化する新たな手法の開発

    • URL

      http://www.kyoto-u.ac.jp/ja/research/research_results/2019/200115_1.html

  • [備考] 脳腫瘍の診断をサポートする高精度機械学習ツールの開発

    • URL

      https://www.icems.kyoto-u.ac.jp/news/1069/

  • [備考] Near-infrared probe decodes telomere dynamics

    • URL

      https://www.asiaresearchnews.com/content/near-infrared-probe-decodes-telomere-dynamics

  • [備考] 日本で健康被害の原因となるDNAの繰り返し配列が発見された

    • URL

      https://www.biospectrumasia.com/news/26/17165/japan-detects-repetitive-dna-sequence-that-causes-health-risks.html

  • [備考] インドの科学者が脳腫瘍の診断を強化するAIを開発

    • URL

      https://www.businessinsider.in/science/news/indian-scientists-develop-ai-to-enhance-brain-tumour-diagnosis/articleshow/76283617.cms

URL: 

公開日: 2021-12-27  

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