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Clinical application of extracellular pH mapping as new quantitative biomarker

Research Project

Project/Area Number 20K16759
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 52040:Radiological sciences-related
Research InstitutionThe University of Tokushima

Principal Investigator

MATSUMOTO Yuki  徳島大学, 大学院医歯薬学研究部(医学域), 助教 (70838151)

Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2022: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2021: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2020: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
KeywordsMRI / QPM / 造影剤 / 細胞外pH / pHe / 細胞外pH / 脳腫瘍 / pH / QSM / 緩和能
Outline of Research at the Start

通常,臨床MRI装置を用いた脳腫瘍の評価方法は造影剤を使用したMRI撮像法が主体となる.この方法では,脳腫瘍の代謝変化を定量評価することは難しく診断に苦慮する場面がしばしばある.申請者は,この問題を解決するためにquantitative parameter mapping(QPM)技術を用いた細胞外pHマッピングを開発し,脳腫瘍代謝変化の定量マッピングを試みている.本研究課題では,細胞外pHが各種造影剤の固有緩和能に対してどのように関与するのか機序を明確にすることで,人体における細胞外pHマッピングの臨床応用への展開を目指す.

Outline of Final Research Achievements

We present a new method to evaluate relaxivity (r1) and contrast agent concentration separately in contrast-enhanced lesions using quantitative parameter mapping (QPM). Furthermore, we also aimed to estimate the extracellular pH (pHe) of tumor lesions. We demonstrated that it is possible to evaluate pathophysiological tumor changes due to therapeutic efficacy by measuring r1 in contrast-enhanced lesions. In this study, the primary brain tumor group showed significantly higher r1 values than other brain disease groups. Moreover, mean pHe value showed a trend for tumor malignancy having a lower pHe value and primary brain tumor having a significantly lower pHe than other brain diseases. Our results might suggest that QPM can separately quantify r1 and CA concentration in brain tumors and that pHe brain tumor mapping could serve as a tumor biomarker. In conclusion, our method has potential clinical applications for assessing the treatment effects.

Academic Significance and Societal Importance of the Research Achievements

脳腫瘍の代謝変化を評価することは,正確な診断において重要である.今日の臨床診断では,MRI装置を用いた造影剤検査が多く用いられる.しかし,これは相対的なMR信号変化であり,脳腫瘍の代謝変化を定量評価することは難しい.この問題を解決するため,研究代表者はquantitative parameter mapping(QPM)技術を用いた細胞外pHマッピングを開発し,脳腫瘍代謝変化の定量マッピングを試みている.細胞外pHを正確に測定すること(細胞外pHマッピング)は,腫瘍の進行度を正確に診断するための重要な手段になりうる.

Report

(4 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (12 results)

All 2022 2021 2020 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (10 results) (of which Int'l Joint Research: 3 results) Remarks (1 results)

  • [Journal Article] Quantitative parameter mapping of contrast agent concentration and relaxivity and brain tumor extracellular pH2022

    • Author(s)
      Matsumoto Yuki、Harada Masafumi、Kanazawa Yuki、Taniguchi Yo、Ono Masaharu、Bito Yoshitaka
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1 Pages: 1-9

    • DOI

      10.1038/s41598-022-05711-z

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Quantitative parameter mapping of brain tumor extracellular pH for therapeutic efficacy2022

    • Author(s)
      Yuki Matsumoto, Masafumi Harada, Yuki Kanazawa, Taniguchi Yo, Ono Masaharu and Bito Yoshitaka
    • Organizer
      ISMRM Japanese Chapter, Sep. 2022.
    • Related Report
      2022 Annual Research Report
  • [Presentation] Development of a neural network based skull stripping algorithm for quantitative parameter mapping both before and after injection of contrast media2022

    • Author(s)
      Yuki Matsumoto, Masafumi Harada, Monda Kanon, Yuki Kanazawa, Taniguchi Yo, Ono Masaharu and Bito Yoshitaka
    • Organizer
      JSMRM2022, Sep. 2022
    • Related Report
      2022 Annual Research Report
  • [Presentation] What Is The Extracellular pH Of Brain Tumors And How Can We Detect Brain Tumors Using Gadolinium-based-contrast Agents?2021

    • Author(s)
      Matsumoto Yuki、Harada Masafumi、Kanazawa Yuki、Taniguchi Yo、Ono Masaharu、Bito Yoshitaka
    • Organizer
      Radiological Society of North America
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Brain Tumor Characterization and Assessment using Automatic Detection of Extracellular pH Change2021

    • Author(s)
      Matsumoto Yuki、Harada Masafumi、Kanazawa Yuki、Taniguchi Yo、Ono Masaharu、Bito Yoshitaka
    • Organizer
      International Society for Magnetic Resonance in Medicine
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 腫瘍悪性度の定量に向けた造影剤濃度,緩和能,細胞外pHの同時算出手法 の開発2021

    • Author(s)
      Matsumoto Yuki、Harada Masafumi、Kanazawa Yuki、Taniguchi Yo、Ono Masaharu、Bito Yoshitaka
    • Organizer
      日本分子イメージング学会
    • Related Report
      2021 Research-status Report
  • [Presentation] Automatic detection of extracellular pH change in brain tissue using deep learning based semantic segmentation2021

    • Author(s)
      Matsumoto Yuki、Harada Masafumi、Kanazawa Yuki、Taniguchi Yo、Ono Masaharu、Bito Yoshitaka
    • Organizer
      Japanese Journal of Radiological Technology
    • Related Report
      2021 Research-status Report
  • [Presentation] Automatic detection of extracellular pH change in brain tissue using deep learning based semantic segmentation2021

    • Author(s)
      Yuki Matsumoto, Masafumi Harada, Yuki Kanazawa, Taniguchi Yo, Ono Masaharu and Bito Yoshitaka
    • Organizer
      Japanese Journal of Radiological Technology
    • Related Report
      2020 Research-status Report
  • [Presentation] Simultaneous Quantitative Calculation of Concentration of Contrast Agent, Relaxivity, and Extracellular pH Map2020

    • Author(s)
      Yuki Matsumoto, Masafumi Harada, Yuki Kanazawa, Takashi Abe, Taniguchi Yo, Ono Masaharu and Bito Yoshitaka
    • Organizer
      Japanese Journal of Radiological Technology
    • Related Report
      2020 Research-status Report
  • [Presentation] Which contrast agent is more sensitive to extracellular pH change on brain tumor ?2020

    • Author(s)
      Yuki Matsumoto, Masafumi Harada, Yuki Kanazawa, Takashi Abe, Taniguchi Yo, Ono Masaharu and Bito Yoshitaka
    • Organizer
      JSMRM2020
    • Related Report
      2020 Research-status Report
  • [Presentation] Yuki Matsumoto, Masafumi Harada, Yuki Kanazawa, Takashi Abe, Maki Ohtomo, Taniguchi Yo, Ono Masaharu and Bito Yoshitaka2020

    • Author(s)
      Calculation of Concentration of Contrast Media, Relaxivity, Extracellular pH and Oxygen Extraction Fraction for Brain Tumor Characterization
    • Organizer
      ISMRM 28th Annual Meeting
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Remarks] 申請者の研究活動について

    • URL

      http://pub2.db.tokushima-u.ac.jp/ERD/person/327872/work-ja.html

    • Related Report
      2020 Research-status Report

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Published: 2020-04-28   Modified: 2024-01-30  

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