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Reconstruction of dose distributions using PET images in heavy ion therapy

Research Project

Project/Area Number 20K08066
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 52040:Radiological sciences-related
Research InstitutionNational Institutes for Quantum Science and Technology

Principal Investigator

Mohammadi Akram  国立研究開発法人量子科学技術研究開発機構, 量子医科学研究所 先進核医学基盤研究部, 主任研究員 (10554735)

Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2022: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2021: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2020: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
KeywordsDose reconstruction / PET image / heavy ion therapy / dose reconstruction / ion therapy
Outline of Research at the Start

患者体内におけるビームの飛程確認は、粒子線治療の利点を最大化するために重要である。PETは、入射粒子と生体組織との反応から生成される陽電子放出核種を検出するために、最も広く研究されている方法であるが、実際に付与された線量を推定し、計画線量と直接比較する手法はまだ確立されていない。本研究では、PET画像から線量分布を再構成する手法を開発し、11Cを用いた治療前の飛程検証、及び計画線量との直接比較を可能にすることを目的とする。まず、均質なファントムや不均質なファントムに対して様々な分布の線量を照射し、推定手法の精度の評価を行う。そして、臨床相当のビームに対して適用し評価することで実現可能性を明らかにする。

Outline of Final Research Achievements

It is desirable to verify the treatment during ion therapy. For this purpose, we developed a method for predicting the dose distributions from positron emission tomography (PET) images in ion therapy and demonstrated the validity of the method for 11C and 15O ion beams. The depth doses and PET images were measured in polymethyl methacrylate (PMMA) phantoms for both ion beams under the same conditions in the carbon therapy facility of the Heavy Ion Medical Accelerator in Chiba (HIMAC). The mono-energetic beams were used to reproduce the measured PET activity of the poly-energetic beams and then the depth doses were calculated using the proposed method. The predicted dose profiles were in overall good agreement with the measured ones and the distal fall-off positions at 80% of the Bragg peaks were also predicted within 0.2 mm for both 11C and 15O ion beams.

Academic Significance and Societal Importance of the Research Achievements

Treatment verification is highly desirable in ion therapy to cover tumors with maximum dose and to spare normal tissues or organs at risk near the tumors. We developed a method to predict dose distribution from positron emission tomography (PET) images in ion therapy for treatment verification.

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (3 results)

All 2023 2022 2021

All Journal Article (1 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 1 results) Presentation (2 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] Development of dual-ended depth-of-interaction detectors using laser-induced crystals for small animal PET systems2021

    • Author(s)
      Mohammadi Akram、Inadama Naoko、Nishikido Fumihiko、Yamaya Taiga
    • Journal Title

      Physics in Medicine and Biology

      Volume: 66 Issue: 17 Pages: 175029-175029

    • DOI

      10.1088/1361-6560/ac18fc

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Dose estimation from in-beam PET imaging of 11C and 15O beams2023

    • Author(s)
      Akram Mohammadi, Hideaki Tashima, Sodai Takyu, Yuma Iwao, Chie Toramatsu, Fumihiko Nishikido, Katia Parodi, and Taiga Yamaya
    • Organizer
      2023 NSS MIC RTSD (2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room Temperature Semiconductor Detector Conference)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] PET-based range verification of 11C ion beam with SOBP2022

    • Author(s)
      Akram Mohammadi
    • Organizer
      2022 IEEE NSS MIC RTSD (2022 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room Temperature Semiconductor Detector Conference)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research

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Published: 2020-04-28   Modified: 2025-01-30  

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