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A novel prevention and treatment method of ocular aging by targeting sirtuins.

Research Project

Project/Area Number 17H04353
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Ophthalmology
Research InstitutionKeio University

Principal Investigator

TSUBOTA Kazuo  慶應義塾大学, 医学部(信濃町), 教授 (40163878)

Co-Investigator(Kenkyū-buntansha) 川島 素子  慶應義塾大学, 医学部(信濃町), 特任講師 (00327610)
稲垣 絵海  慶應義塾大学, 医学部(信濃町), 特任助教 (40464903)
栗原 俊英  慶應義塾大学, 医学部(信濃町), 特任准教授 (50365342)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2019: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2018: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2017: ¥7,800,000 (Direct Cost: ¥6,000,000、Indirect Cost: ¥1,800,000)
KeywordsSirtuin / CR / 酸化ストレス / ミトコンドリア / NAD関連代謝 / NMN / 抗加齢医学 / NAD代謝 / ドライアイ / 緑内障 / Fuchs角膜内皮変性症 / 眼科学 / NAD / 眼
Outline of Final Research Achievements

In this study, we aimed to develop a new innovative prevention method for ocular diseases by targeting sirtuins. We established the measurement of nicotinamide adenine dinucleotide (NAD)-related metabolites which are known to activate sirtuins and measured the concentration of these NAD-related metabolites in the aqueous humor, plasma and cerebrospinal fluid. We investigated the anti-oxidative and anti-apoptotic effects of these NAD-related metabolites and obtained promising results in an anterior and posterior disease model both-in vitro and in vivo. Furthermore, we performed a clinical trial to confirm its safety in human by oral administration of Nicotinamide Mononucleotide (NMN) which can directly be converted to NAD. These results suggest that activation of sirtuins by administration of NAD-related metabolites could be a possible treatment for ocular aging diseases.

Academic Significance and Societal Importance of the Research Achievements

本邦では高齢化社会を目前とし老化研究は重要課題である。中でも眼疾患は緑内障や白内障など年齢依存的に有病率が増加する疾患が多くを占める。本研究では長寿遺伝子Sirtuinを標的としその活性化に必要な分子であり、酸化還元の補酵素でもあるnicotinamide adenine dinucleotide(NAD)に着目して検討を行った。結果、NAD関連代謝産物の補完が眼疾患の予防の一助になりうる可能性を見出した。

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (66 results)

All 2020 2019 2018 2017

All Journal Article (11 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 6 results,  Open Access: 7 results) Presentation (55 results) (of which Int'l Joint Research: 19 results,  Invited: 40 results)

  • [Journal Article] Effect of oral administration of nicotinamide mononucleotide on clinical parameters and nicotinamide metabolite levels in healthy Japanese men2020

    • Author(s)
      Irie J, Inagaki E, Fujita M, Nakaya H, Mitsuishi M, Yamaguchi S, Yamashita K, Shigaki S, Ono T, Yukioka H, Okano H, Nabeshima YI, Imai SI, Yasui M, Tsubota K, Itoh H
    • Journal Title

      Endocrine Journal

      Volume: 67 Issue: 2 Pages: 153-160

    • DOI

      10.1507/endocrj.EJ19-0313

    • NAID

      130007802884

    • ISSN
      0918-8959, 1348-4540
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Advances in the Diagnosis and Treatment of Dry Eye2020

    • Author(s)
      Kojima T, Dogru M, Kawashima M, Nakamura S, Tsubota K.
    • Journal Title

      Prog Retin Eye Res.

      Volume: - Pages: 1-26

    • DOI

      10.1016/j.preteyeres.2020.100842

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Hydrogen-producing milk to prevent reduction in tear stability in persons using visual display terminals.2019

    • Author(s)
      Kawashima M, Tsuno S, Matsumoto M, Tsubota K
    • Journal Title

      Ocul Surf

      Volume: 17(4) Issue: 4 Pages: 714-721

    • DOI

      10.1016/j.jtos.2019.07.008

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Compensatory increases in tear volume and mucin levels associated with meibomian gland dysfunction caused by stearoyl-CoA desaturase-1 deficiency2018

    • Author(s)
      Inaba Takaaki、Tanaka Yasuhisa、Tamaki Shusaku、Ito Tomotaka、Ntambi James M.、Tsubota Kazuo
    • Journal Title

      Scientific Reports

      Volume: 8 Issue: 1 Pages: 1-8

    • DOI

      10.1038/s41598-018-21542-3

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ドライアイシンドロームを治療する2018

    • Author(s)
      坪田一男
    • Journal Title

      Biophilia

      Volume: 7 Pages: 8-12

    • Related Report
      2018 Annual Research Report
  • [Journal Article] 元編集長のページ. ケトン体ダイエット2018

    • Author(s)
      坪田一男
    • Journal Title

      アンチエイジング医学-日本抗加齢医学会雑誌

      Volume: 14 Pages: 87-90

    • NAID

      40021566880

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Dry Eye Specialists’ Roundtable Meeting in New Orleans  ドライアイの症状と徴候のミステリアスな関係2018

    • Author(s)
      坪田一男
    • Journal Title

      Frontiers in Dry Eye

      Volume: 13 Pages: 35-43

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Roundtable Meeting in Honolulu  ドライアイ治療の現在と未来2018

    • Author(s)
      坪田一男
    • Journal Title

      Frontiers in Dry Eye

      Volume: 13 Pages: 37-44

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Ketone body 3-hydroxybutyrate mimics calorie restriction via the Nrf2 activator, fumarate, in the retina.2018

    • Author(s)
      Izuta Y, Imada T, Hisamura R, Oonishi E, Nakamura S, Inagaki E, Ito M, Soga T, Tsubota K.
    • Journal Title

      Aging Cell.

      Volume: 17 Issue: 1 Pages: 1-15

    • DOI

      10.1111/acel.12699

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Restoration of Tear Secretion in a Murine Dry Eye Model by Oral Administration of Palmitoleic Acid2017

    • Author(s)
      Nakamura Shigeru、Kimura Yuki、Mori Daisuke、Imada Toshihiro、Izuta Yusuke、Shibuya Michiko、Sakaguchi Hisayo、Oonishi Erina、Okada Naoko、Matsumoto Kenji、Tsubota Kazuo
    • Journal Title

      Nutrients

      Volume: 9 Issue: 4 Pages: 364-364

    • DOI

      10.3390/nu9040364

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Neuroprotective role of retinal SIRT3 against acute photo-stress.2017

    • Author(s)
      Ban N, Ozawa Y, Osada H, Jonathan B. Lin, Toda E, Watanabe M, Yuki K, Kubota S, Rajendra S. Apte, Tsubota K.
    • Journal Title

      NPJ Aging Mech Dis.

      Volume: 3 Issue: 1

    • DOI

      10.1038/s41514-017-0017-8

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] フックス角膜内皮変性症患者由来iPS細胞を用いた疾患モデルの構築2020

    • Author(s)
      稲垣絵海, 佐矢野智子, 山崎梨沙,菅井恵津子,房木ノエミ, 羽藤晋, 岡野栄之, 坪田一男,榛村重人.
    • Organizer
      第19回日本再生医療学会総会
    • Related Report
      2019 Annual Research Report
  • [Presentation] FK866 Compromises Mitochondrial Metabolism in iPS derived Neural Crest Stem cells2020

    • Author(s)
      佐矢野智子,稲垣絵海,菅井恵津子,岡野栄之,榛村重人,坪田一男
    • Organizer
      第19回日本再生医療学会総会
    • Related Report
      2019 Annual Research Report
  • [Presentation] ラット急性虚血障害モデルにおけるNAD関連代謝産物の網膜保護効果2020

    • Author(s)
      菅井 恵津子,稲垣 絵海,中村 滋,今田 敏弘,泉田 祐輔,榛村 重人,岡野 栄之,坪田 一男
    • Organizer
      第19回日本再生医療学会総会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Causes and Consequences of Tear Film Break up.2019

    • Author(s)
      Tsubota K.
    • Organizer
      The Association for Research in Vision and Ophthalmology (ARVO) 2019 Annual Meeting.
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Light for Health.2019

    • Author(s)
      Tsubota K.
    • Organizer
      Picower Institute for Learning and Memory, Massachusetts Institute of Technology
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The Science of Tearing2019

    • Author(s)
      Tsubota K.
    • Organizer
      6th Evolving Practice of Ophthalmology Middle East Conference.
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Clinical Definition of Dry Eye Disease: A Proposal by an International Expert Panel.2019

    • Author(s)
      Tsubota K.
    • Organizer
      International Ocular Surface Society (IOSS).
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Corneal TRPV1 Signal Accelerates Lacrimal Gland Maturation.2019

    • Author(s)
      Tsubota K.
    • Organizer
      Asia Dry Eye Summit 2019.
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] NAD related metabolites and its possible application for corneal disease2019

    • Author(s)
      Inagaki E, Shimmura S, Sugai E, Hatou S, Okano H, Tsubota K.
    • Organizer
      Japan Corneal Conference , international session
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Altered Aging Phenotypes in Human iPSC Derived Corneal Endothelial Cells from Patients with Fuchs’ Endothelial Corneal Dystrophy.2019

    • Author(s)
      Inagaki E, Sayano T, Yamazaki R, Fusaki N, Hatou S, Fujinami K, Sugai E, Okano H, Tsubota K, Shimmura S.
    • Organizer
      The 10th Association of Pacific-Rim Universities (APRU) Population Aging Conference.
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 目からのエイジングアプローチ.2019

    • Author(s)
      坪田一男
    • Organizer
      第51回ヒューマンサイエンス総合研究セミナー.
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] ドライアイの最近の流れとアジアの意義について2019

    • Author(s)
      坪田一男
    • Organizer
      Asia Dry Eye Summit 2019.
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 光の健康効果を科学する!2019

    • Author(s)
      坪田一男
    • Organizer
      東京都眼科集談会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 光と健康.2019

    • Author(s)
      坪田一男
    • Organizer
      日本セルフケア推進協議会設立記念講演会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Short BUT Dry Eye.2019

    • Author(s)
      坪田一男
    • Organizer
      第13回箱根ドライアイクラブ.
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 光の健康を科学する.2019

    • Author(s)
      坪田一男
    • Organizer
      第32回上越臨床眼科フォーラム学術講演会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] SCIENCE of Tearing~涙のサイエンス~2019

    • Author(s)
      坪田一男
    • Organizer
      フォーサム2019
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 老化研究からのイノベーション2019

    • Author(s)
      坪田一男
    • Organizer
      第30回日本臨床口腔病理学会合同学術大会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] アンチエイジングアップデート20192019

    • Author(s)
      坪田一男
    • Organizer
      抗加齢医学の実際2019
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] アンチエイジングアップデート20192019

    • Author(s)
      坪田一男
    • Organizer
      第15回キレーション治療セミナー(応用編)
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] アンチエイジングアップデート2019

    • Author(s)
      坪田一男
    • Organizer
      第10回慶應義塾生命科学シンポジウム食と医科学フォーラム
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Regulation of Aging Related Diseases via Optimal Nutrition and Light.2019

    • Author(s)
      坪田一男
    • Organizer
      慶應-ケルン合同シンポジウム2019
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 眼を中枢とする老化制御2019

    • Author(s)
      坪田一男
    • Organizer
      2019年度 第1回KGRI基軸プロジェクト・長寿 進捗報告会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 光と健康を科学する2019

    • Author(s)
      坪田一男
    • Organizer
      第12回北大阪眼科フォーラム.
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Altered Aging Phenotypes in Human iPSC Derived Corneal Endothelial Cells from Patients with Fuchs’ Endothelial Corneal Dystrophy2019

    • Author(s)
      Inagaki E, Sayano T, Yamazaki R, Fusaki N, Hatou S, Fujinami K, Sugai E, Okano H, Tsubota K, Shimmura S.
    • Organizer
      The 10th Association of Pacific-Rim Universities (APRU) Population Aging Conference
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] NAD related metabolites and its possible application for corneal disease.2019

    • Author(s)
      Inagaki E, Shimmura S, Sugai E, Hatou S, Okano H, Tsubota K.
    • Organizer
      Corneal Conference, international session
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 食品含有成分, NMN (nicotinamide mononucleotide)の高感度分析法の開発と霊長類モデルにおける体内動態の解明2019

    • Author(s)
      稲垣絵海, 廣瀬枝実子, 菅井恵津子, 後藤恵子, 芝田晋介, 羽藤晋, 榛村重人, 佐藤泰憲, 中村紳一郎, 岡野栄之, 坪田一男.
    • Organizer
      日本食品化学学会第25回総会・学術大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] NMN (nicotinamide mononucleotide)による網膜保護作用.2019

    • Author(s)
      稲垣絵海, 中村滋, 菅井恵津子, 泉田祐輔, 今田敏博, 結城賢弥, 榛村重人, 芝田晋介, 岡野栄之, 坪田一男
    • Organizer
      第30回日本緑内障学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 健康長寿に向けたNAD関連中間代謝物の前眼部恒常性維持機構の解明. 第19 回日本抗加齢医学会総会最優秀演題講演. 横浜. 2019/6/14.2019

    • Author(s)
      稲垣絵海, 菅井恵津子, 榛村重人, 羽藤晋, 岡野栄之, 坪田一男.
    • Organizer
      第19 回日本抗加齢医学会総会 優秀演題賞受賞講演
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 目からのエイジングアプローチ2019

    • Author(s)
      坪田一男
    • Organizer
      第51回ヒューマンサイエンス総合研究セミナー
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 目の環境をコントロールする!2019

    • Author(s)
      坪田一男
    • Organizer
      東京眼科サミット2019
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] NAD related metabolites and its possible application for corneal disease.2019

    • Author(s)
      Emi Inagaki, Shigeto Shimmura, Etsuko Sugai, Shin Hatou, Hideyuki Okano, Kazuo Tsubota.
    • Organizer
      Japan Cornea Conference 2019 43nd Japan Cornea Society / 35th Annual Meeting of Keratoplasty Society of Japan
    • Related Report
      2018 Annual Research Report
  • [Presentation] In-vivo imaging of pluripotent stem cell differentiation using the anterior chamber of the eye2018

    • Author(s)
      Inagaki E, Hatou S, Miyashita H, Arai E, Izuta Y, Kanai Y, Okano H, Tsubota K, Shimmura S
    • Organizer
      The International Society for Stem Cell Research (ISSCR) Annual Meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Science of Tearing2018

    • Author(s)
      Tsubota K
    • Organizer
      Gordon Research Conference: Cornea & Ocular Surface Biology & Pathology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] New insights on the role of light in ocular development and pathologies2018

    • Author(s)
      Tsubota K
    • Organizer
      Journées de Réflexions Ophtalmologiques
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Science of Tearing2018

    • Author(s)
      Tsubota K
    • Organizer
      The 36th World Ophthalmology Congress (WOC). Barcelona
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Science of Tearing2018

    • Author(s)
      Tsubota K
    • Organizer
      Asia Dry Eye Summit 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ドライアイ2018

    • Author(s)
      坪田一男
    • Organizer
      第122回日本眼学会会総会市民公開講座
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 涙のサイエンス2018

    • Author(s)
      坪田一男
    • Organizer
      第18回日本抗加齢医学会総会ランチョンセミナー
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] ドライアイ研究のニューホライズン2018

    • Author(s)
      坪田一男
    • Organizer
      第12回箱根ドライアイクラブ
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Asia Dry Eye Society 最新情報2018

    • Author(s)
      坪田一男
    • Organizer
      第12回箱根ドライアイクラブ
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] アンチエイジングアップデート20182018

    • Author(s)
      坪田一男
    • Organizer
      第18回抗加齢医学の実際
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Aging Approach for the Treatment of Dry Eye.2017

    • Author(s)
      Tsubota K
    • Organizer
      ARVO-Asia. Brisbane, Australia, 5-8 February 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The Anti-Aging Approach for Ocular Disorders.2017

    • Author(s)
      Tsubota K
    • Organizer
      French-Japanese Scientific Meeting on Neurobiology of Diseases and Ageing.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Age-Associated Eye Disorders and their Treatment.2017

    • Author(s)
      Tsubota K
    • Organizer
      Keystone Symposia: Aging and Mechanisms of Aging-Related Disease. Yokohama, Japan, 15-19 May 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] NAD-related Metabolites and their possible application for corneal disease.2017

    • Author(s)
      Inagaki E, Miyoshi M, Izuta Y, Nakamura S, Hatou S, Shimmura S, Tsubota K and Okano H
    • Organizer
      Keystone Symposia: Aging and Mechanisms of Aging-Related Disease. Yokohama, Japan, 15-19 May 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ketone body 3-hydroxybutyrateYusuke Izuta, Toshihiro Imada, Ryuji Hisamura, Shigeru Nakamura, Kazuo Tsubota. mimics calorie restriction via Nrf2 activator fumarate in retina2017

    • Author(s)
      Izuta Y, Imada T, Hisamura R, Oonishi E, Nakamura S, Inagaki E, Ito M, Soga T, Tsubota K.
    • Organizer
      Keystone Symposia: Aging and Mechanisms of Aging-Related Disease. Yokohama, Japan, 15-19 May 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] FK866 compromises mitochondrial metabolism in iPS derived neural crest stem cells.2017

    • Author(s)
      Inagaki E, Miyoshi M, Shimmura S, Yoshida S, Tsubota K, Okano H.
    • Organizer
      ISSCR( International Society for Stem Cell Research) 2017 Boston
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 健康長寿を目指したNAD関連代謝産物による前眼部の代謝制御2017

    • Author(s)
      稲垣絵海、三好浩之、羽藤晋、榛村重人、坪田一男、岡野栄之
    • Organizer
      第38回日本炎症・再生医学会 大阪
    • Related Report
      2017 Annual Research Report
  • [Presentation] 光環境とアンチエイジング医学2017

    • Author(s)
      坪田一男
    • Organizer
      第17回日本抗加齢医学会総会理事長提言. 東京. 2017/6/3
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 炎症と目のエイジング -Inflammation and Aging of the Eye-.2017

    • Author(s)
      坪田一男
    • Organizer
      第59回日本老年医学会学術集会シンポジウム. 名古屋. 2017/6/15.
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 炎症と目のエイジング -Inflammation and Aging of the Eye-.2017

    • Author(s)
      坪田一男
    • Organizer
      第38回日本炎症・再生医学会シンポジウム. 大阪. 2017/7/18.
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] アンチエイジングアップデート2017.2017

    • Author(s)
      坪田一男
    • Organizer
      抗加齢医学の実際2017
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] アンチエイジング医学 最新の知見.2017

    • Author(s)
      坪田一男
    • Organizer
      第71回日本臨床眼科学会ランチョンセミナー. 東京. 2017/10/12.
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] アンチエイジングアップデート2017

    • Author(s)
      坪田一男
    • Organizer
      第8回食と医科学フォーラム. 東京. 2017/12/6.
    • Related Report
      2017 Annual Research Report
    • Invited

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Published: 2017-04-28   Modified: 2025-01-30  

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