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Establishment of pathogenicity prediction method and pharmacotherapy effect prediction method of hereditary breast cancer using BRCAness

Research Project

Project/Area Number 19K07766
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 50020:Tumor diagnostics and therapeutics-related
Research InstitutionResearch Institute for Clinical Oncology Saitama Cancer Center (2023-2024)
Showa University (2021-2022)
Japanese Foundation for Cancer Research (2019-2020)

Principal Investigator

Yoshida Reiko  地方独立行政法人埼玉県立病院機構埼玉県立がんセンター(臨床腫瘍研究所), 病院 遺伝科, 科長兼診療部長 (10421166)

Co-Investigator(Kenkyū-buntansha) 森 誠一  公益財団法人がん研究会, がんプレシジョン医療研究センター 次世代がん研究シーズ育成プロジェクト, プロジェクトリーダー (10334814)
上野 貴之  公益財団法人がん研究会, 有明病院 乳腺外科, 部長 (40452362)
Project Period (FY) 2019-04-01 – 2025-03-31
Project Status Completed (Fiscal Year 2024)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2021: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2020: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2019: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
KeywordsBRCAness / HRD / HBOC / MGPT / VUS / 遺伝性乳がん / Cascade screening / 乳がん / 相同組み換え修復不全 / PARP阻害剤
Outline of Research at the Start

遺伝性乳がん卵巣がん(HBOC)にはBRCA1/2以外のHR関連遺伝子群が存在し、それらの遺伝子のバリアントはVUSであることが多く、変異を有する人に生じた腫瘍が、BRCA1/2腫瘍と類似の表現型を示す“BRCAness”、を示すのかは不明である。本研究の目的は、相同組換え修復(HR)関連遺伝子にゲノム異常を認める乳がんの『遺伝型』と、臨床像・ゲノム全体の変化などの乳がんの『表現型』の相関を検討し、HR関連遺伝子の病的意義不明(VUS)の病原性予測と、乳がんのPARP阻害剤などの薬物療法の効果予測を行うことを目的としている。

Outline of Final Research Achievements

We investigated the correlation between breast cancer genotypes and phenotypes of homologous recombination repair (HR)-related genes, which are causative genes of hereditary breast and ovarian cancer (HBOC), established a BRCAness prediction model, predicted the pathogenicity of variants of unknown significance (VUS) in HR-related genes, and reported the results in a paper. This statistical model of BRCAness was constructed using Lasso logistic regression by comparing 116 genomic parameters obtained from breast cancer exome analysis with 37 BRCA1/2 biallelic loss pair samples as positive controls and 32 homologous recombination repair intact pair samples as negative controls. As a result, five VUS were reclassified.

Academic Significance and Societal Importance of the Research Achievements

HBOCの最も代表的な原因遺伝子はBRCA1とBRCA2であり、その腫瘍はHRDを示し、PARP阻害剤やプラチナ製剤に高感受性であることが知られている。近年HBOCにはBRCA1/2以外の HR関連遺伝子が多く存在することが明らかになっているが、それらの遺伝子のバリアントは、データの蓄積が乏しいためVUSが多く検出されており、その腫瘍のHRDや薬剤感受性などの表現型は不明である。バリアントのVUS病原性予測にゲノムの表現型であるBRCAnessを用いることは、臨床の遺伝診療において有用な指標となる可能性がある。

Report

(7 results)
  • 2024 Annual Research Report   Final Research Report ( PDF )
  • 2023 Research-status Report
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (10 results)

All 2024 2023 2022 2021 2019

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Open Access: 4 results) Presentation (6 results)

  • [Journal Article] High-risk pathogenic germline variants in blood relatives of BRCA1/2 negative probands2024

    • Author(s)
      Yoshida Reiko、Kaneyasu Tomoko、Ueki Arisa et al.
    • Journal Title

      Breast Cancer

      Volume: 31 Issue: 6 Pages: 1028-1036

    • DOI

      10.1007/s12282-024-01615-0

    • Related Report
      2024 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Clinical risk management of breast, ovarian, pancreatic, and prostatic cancers for BRCA1/2 variant carriers in Japan2023

    • Author(s)
      Ueki Arisa、Yoshida Reiko、Kosaka Takeo、Matsubayashi Hiroyuki
    • Journal Title

      Journal of Human Genetics

      Volume: 68 Issue: 8 Pages: 517-526

    • DOI

      10.1038/s10038-023-01153-1

    • Related Report
      2023 Research-status Report 2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Pathogenicity assessment of variants for breast cancer susceptibility genes based on BRCAness of tumor sample2021

    • Author(s)
      Yoshida R, Hagio T, Kaneyasu T, Gotoh O, Osako T, Tanaka N, Amino S, Yaguchi N, Nakashima E, Kitagawa D, Ueno T, Ohno S, Nakajima T, Nakamura S, Miki Y, Hirota T, Takahashi S, Matsuura M, Noda T, Mori S.
    • Journal Title

      Cancer Sci.

      Volume: 112(3) Issue: 3 Pages: 1310-1319

    • DOI

      10.1111/cas.14803

    • Related Report
      2021 Research-status Report 2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Five screening-detected breast cancer cases in initially disease-free BRCA1 or BRCA2 mutation carriers2019

    • Author(s)
      Shimada Satoko, Reiko Yoshida, Eri Nakashima et al.
    • Journal Title

      Breast Cancer

      Volume: 26 Issue: 6 Pages: 846-851

    • DOI

      10.1007/s12282-019-00971-6

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] BRCA遺伝子変異陽性乳がんに対する治療戦略 乳がん診療とBRCA遺伝情報~遺伝専門医の立場から2024

    • Author(s)
      吉田玲子
    • Organizer
      第49回日本外科系連合会学術集会
    • Related Report
      2024 Annual Research Report
  • [Presentation] 多様性のある遺伝性腫瘍症候群のアセスメント2024

    • Author(s)
      吉田玲子
    • Organizer
      第48回日本遺伝カウンセリング学会
    • Related Report
      2024 Annual Research Report
  • [Presentation] 多遺伝子パネル検査(Multi-Gene Panel testing)を活用した遺伝性腫瘍診療と診療指針2024

    • Author(s)
      吉田玲子
    • Organizer
      第71回日本臨床検査医学会学術集会
    • Related Report
      2024 Annual Research Report
  • [Presentation] Unexpected detection of high-risk pathogenic variants in family members of hereditary breast and ovarian cancer syndrome2023

    • Author(s)
      Reiko Y, Seiichi, M et al.
    • Organizer
      The 88th Annual meeting of the Japanese Cnacer Assocation
    • Related Report
      2023 Research-status Report
  • [Presentation] Pathogenicity assessment of variants for breast cancer susceptibility genes based on BRCAness of tumor sample2022

    • Author(s)
      Reiko Yoshida
    • Organizer
      第81回日本癌学会
    • Related Report
      2022 Research-status Report
  • [Presentation] 機械学習の手法を利用したBRCAness予測モデルに基づく遺伝性乳がん原因遺伝子の病原性変異評価法の開発2021

    • Author(s)
      吉田玲子
    • Organizer
      第29回日本乳癌学会企業共催セミナー
    • Related Report
      2021 Research-status Report

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Published: 2019-04-18   Modified: 2026-01-16  

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