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Quantification of radiation exposure through low-energy X-ray irradiation under contrast imaging and assessment of feasibility for novel radiotherapy approaches

Research Project

Project/Area Number 20K16727
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 52040:Radiological sciences-related
Research InstitutionHiroshima University

Principal Investigator

Kawahara Daisuke  広島大学, 病院(医), 助教 (20630461)

Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2023: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2022: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2021: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords医学物理学 / 放射線治療 / 造影剤 / 被ばく線量 / Computed Tomography / 放射線増感効果 / 線量計算
Outline of Research at the Start

放射線診断において被ばく線量の管理は、2次発がんや被ばくによる副作用のリスク管理上必須であり、被ばく線量指標の計算式より求めているが造影剤を考慮した被ばく線量ではない。本研究では放射線診断で造影剤が含まれる領域の被ばく線量を定量化する。更に従来の被ばく線量計算法を改良し、造影剤の影響を追加した新たな被ばく線量計算法を構築し正確な被ばく線量管理の実現を目指す。この線量増加を放射線治療に活用することで腫瘍に集中的に線量投与が可能となると考えている。汎用装置である低エネルギーX線装置を使用し様々な造影剤濃度やエネルギーでの線量増加の影響を明らかにすることで造影剤増感放射線治療法の実現性の検討を行う。

Outline of Final Research Achievements

The aim of this study is to quantify the sensitization effect of low-energy X-rays caused by contrast agents, which have not been traditionally considered in radiation dose estimation, and to elucidate the radiation doses in low-energy X-rays under contrast enhancement. Furthermore, we aim to explore the feasibility of novel radiotherapy based on the dose enhancement effect when contrast agents are present in tumors.

We quantified the radiation dose increase due to contrast agent use in radiodiagnosis, finding a dose increase of over 20% even at low concentrations, and constructed dose increase coefficient models for various contrast agent concentrations. Additionally, we successfully proposed a novel treatment called LiPERT for increasing radiation doses when high concentrations of contrast agents are present. We are proceeding with efforts to generalize the findings of this study and promote their dissemination as part of treatment planning systems for high-precision radiotherapy.

Academic Significance and Societal Importance of the Research Achievements

本研究はCT撮影における被ばく線量の概念を変えるもので、従来考慮されていなかった造影剤による低エネルギーX線の増感効果を定量化し、また被ばく線量増加係数としてモデル化したため一般化して従来の被ばく線量計算、測定と併用して使用が可能である。これにより、患者の被ばく線量をより正確に把握できリスクも明確になる。
また、増感効果を利用した新規治療法としてLiPERTを提案した。これは従来のような大型の放射線治療装置(リニアック)ではなく、多くの病院にあるCT装置を想定した新規治療法となる。従来の放射線治療法に比べて同等以上の治療効果も期待できることから新規放射線治療法として活用できる可能性をもっている。

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

    (18 results)

All 2023 2022 2021 2020

All Journal Article (11 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 11 results,  Open Access: 5 results) Presentation (7 results) (of which Int'l Joint Research: 5 results,  Invited: 1 results)

  • [Journal Article] Dose uncertainty due to energy dependence in dual-energy computed tomography2023

    • Author(s)
      Kawahara Daisuke、Toyoda Takatoshi、Yokomachi Kazushi、Fujioka Chikako、Nagata Yasushi
    • Journal Title

      Polish Journal of Radiology

      Volume: 88 Pages: 270-274

    • DOI

      10.5114/pjr.2023.128682

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stepwise deep neural network (stepwise-net) for head and neck auto-segmentation on CT images2022

    • Author(s)
      Kawahara Daisuke、Tsuneda Masato、Ozawa Shuichi、Okamoto Hiroyuki、Nakamura Mitsuhiro、Nishio Teiji、Saito Akito、Nagata Yasushi
    • Journal Title

      Computers in Biology and Medicine

      Volume: 143 Pages: 105295-105295

    • DOI

      10.1016/j.compbiomed.2022.105295

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Image synthesis of monoenergetic CT image in dual‐energy CT using kilovoltage CT with deep convolutional generative adversarial networks2021

    • Author(s)
      Kawahara Daisuke、Ozawa Shuichi、Kimura Tomoki、Nagata Yasushi
    • Journal Title

      Journal of Applied Clinical Medical Physics

      Volume: 22 Issue: 4 Pages: 184-192

    • DOI

      10.1002/acm2.13190

    • NAID

      120007052572

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Image synthesis with deep convolutional generative adversarial networks for material decomposition in dual-energy CT from a kilovoltage CT2021

    • Author(s)
      Kawahara Daisuke、Saito Akito、Ozawa Shuichi、Nagata Yasushi
    • Journal Title

      Computers in Biology and Medicine

      Volume: 128 Pages: 104111-104111

    • DOI

      10.1016/j.compbiomed.2020.104111

    • NAID

      120007188281

    • Related Report
      2021 Research-status Report 2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Predicting the Local Response of Metastatic Brain Tumor to Gamma Knife Radiosurgery by Radiomics With a Machine Learning Method2021

    • Author(s)
      Kawahara Daisuke、Tang Xueyan、Lee Chung K.、Nagata Yasushi、Watanabe Yoichi
    • Journal Title

      Frontiers in Oncology

      Volume: 10 Pages: 569461-569461

    • DOI

      10.3389/fonc.2020.569461

    • NAID

      120006979721

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Evaluation of metal artefact techniques with same contrast scale for different commercially available dual-energy computed tomography scanners2020

    • Author(s)
      Kawahara Daisuke、Ozawa Shuichi、Yokomachi Kazushi、Higaki Toru、Shiinoki Takehiro、Fujioka Chikako、Saito Akito、Miki Kentaro、Kimura Tomoki、Murakami Yuji、Awai Kazuo、Nagata Yasushi
    • Journal Title

      Physical and Engineering Sciences in Medicine

      Volume: 43 Issue: 2 Pages: 539-546

    • DOI

      10.1007/s13246-020-00854-7

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Optimization of irradiation interval for fractionated stereotactic radiosurgery by a cellular automata model with reoxygenation effects2020

    • Author(s)
      Kawahara Daisuke、Wu Lin、Watanabe Yoichi
    • Journal Title

      Physics in Medicine & Biology

      Volume: 65 Issue: 8 Pages: 085008-085008

    • DOI

      10.1088/1361-6560/ab7974

    • NAID

      120007026286

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Synthesized effective atomic numbers for commercially available dual-energy CT2020

    • Author(s)
      Kawahara Daisuke、Ozawa Shuichi、Yokomachi Kazushi、Fujioka Chikako、Kimura Tomoki、Awai Kazuo、Nagata Yasushi
    • Journal Title

      Reports of Practical Oncology & Radiotherapy

      Volume: 25 Issue: 4 Pages: 692-697

    • DOI

      10.1016/j.rpor.2020.02.007

    • NAID

      120007143514

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Dose compensation based on biological effectiveness due to interruption time for photon radiation therapy2020

    • Author(s)
      Kawahara Daisuke、Nakano Hisashi、Saito Akito、Ozawa Shuichi、Nagata Yasushi
    • Journal Title

      The British Journal of Radiology

      Volume: 93 Issue: 1111 Pages: 0125-0125

    • DOI

      10.1259/bjr.20200125

    • NAID

      120007125706

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Assessment of biological dosimetric margin for stereotactic body radiation therapy2020

    • Author(s)
      Kawahara Daisuke、Saito Akito、Ozawa Shuichi、Shiinoki Takehiro、Kimura Tomoki、Tsubouchi Kento、Nagata Yasushi
    • Journal Title

      Journal of Applied Clinical Medical Physics

      Volume: - Issue: 4 Pages: 1-11

    • DOI

      10.1002/acm2.12843

    • NAID

      120006979723

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Formulation of objective indices to quantify machine failure risk analysis for interruptions in radiotherapy2020

    • Author(s)
      Kawahara Daisuke、Nakano Hisashi、Saito Akito、Ochi Yusuke、Nagata Yasushi
    • Journal Title

      Journal of Applied Clinical Medical Physics

      Volume: 22 Issue: 1 Pages: 165-173

    • DOI

      10.1002/acm2.13126

    • NAID

      120006979724

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Lipiodol-enhanced radiotherapy (LiPERT) for liver cancer patients2023

    • Author(s)
      Daisuke Kawahara
    • Organizer
      22nd Asia-Oceania Congress on Medical Physic
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A simulation study on the radiation-induced immune-response of tumor after radiosurgery using an improved cellular automata model2023

    • Author(s)
      Daisuke Kawahara, Nobuki Imano, Ikuno Nishibuchi, Yuji Murakami
    • Organizer
      AAPM 65th Annual Meeting & Exhibition
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A promising new targeted radiotherapy: Lipiodol-enhanced kV-radiotherapy (LiPERT) for liver cancer patients2023

    • Author(s)
      Daisuke Kawahara, Nobuki Imano, Ikuno Nishibuchi, Yuji Murakami
    • Organizer
      AAPM 65th Annual Meeting & Exhibition
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Artificial Intelligence in Radiation Oncology/Medical Physics2023

    • Author(s)
      Daisuke Kawahara
    • Organizer
      FARO&KOSRO 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Lipiodol-enhanced radiotherapy (LiPERT) for liver cancer patients2023

    • Author(s)
      Daisuke Kawahara, Nobuki Imano, Ikuno Nishibuchi, Yuji Murakami
    • Organizer
      第125回日本医学物理学会学術大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 造影下低エネルギーX線照射による新規放射線増感治療法(LiPERT)の開発に向けて2023

    • Author(s)
      河原大輔、小澤修一、斎藤明登、西淵いくの、村上祐司、永田靖
    • Organizer
      第125回日本医学物理学会
    • Related Report
      2022 Research-status Report
  • [Presentation] A study of the Effects of Vascular Damage On Tumor Volume After Hypo-Fraction Radiotherapy by Using a Cellular Automata model2020

    • Author(s)
      Daisuke Kawahara, Yasushi Nagata, Yoichi Watanabe
    • Organizer
      Joint AAPM/COMP Meeting
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research

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Published: 2020-04-28   Modified: 2025-11-21  

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