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Prognostic prediction using gene analysis of patient samples for patients with malignant melanoma of the head and neck treated with carbon ion therapy

Research Project

Project/Area Number 24791307
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Radiation science
Research InstitutionKobe University

Principal Investigator

Demizu Yusuke  神戸大学, 医学(系)研究科(研究院), 准教授 (50452496)

Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords粒子線治療 / 悪性黒色腫 / 遺伝子解析 / 予後予測
Outline of Final Research Achievements

We developed a model which predicts prognosis before treatment by analyzing correlations between gene expressions of patient blood sample and prognostic data. Gene expressions were obtained by DNA microarray analysis of samples from 51 patients and 5 healthy volunteers, then Principal Component Scores (PCSs) of gene expressions were calculated using Principal Component Analysis. Correlations between prognostic data after carbon ion therapy and PCSs were tested using Spearman's rank correlation coefficient and developed a relationship between gene expressions and prognosis by a part of patient data. After that, we evaluated the model by the rest of patient data and confirmed its usefulness. If we can use this model in clinical practice, it will lead to not only improvement of treatment results but also effective use of carbon ion facilities.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (2 results)

All 2016

All Presentation (2 results)

  • [Presentation] 頭頸部悪性黒色腫患者におけるマイクロアレイを用いた重粒子線治療前予後予測モデルの検討2016

    • Author(s)
      出水祐介、前田拓也、ノル・シャズリナ・スライマン、永野史子、寺嶋千貴、藤井收、金東村、山本道法、豊増泰、橋本直樹、脇隆博、丹羽康江、不破信和、沖本智昭
    • Organizer
      日本頭頸部癌学会
    • Place of Presentation
      埼玉県さいたま市
    • Year and Date
      2016-06-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] 頭頸部悪性黒色腫患者におけるマイクロアレイを用いた重粒子線治療前予後予測モデルの検討2016

    • Author(s)
      出水祐介、前田拓也、ノル・シャズリナ、永野史子、寺嶋千貴、藤井收、金東村、沖本智昭
    • Organizer
      日本医学放射線学会関西地方会
    • Place of Presentation
      大阪府大阪市
    • Year and Date
      2016-02-20
    • Related Report
      2015 Annual Research Report

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Published: 2013-05-31   Modified: 2019-07-29  

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