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Lung adenocarcinoma classification by big data analysis

Research Project

Project/Area Number 25871068
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Tumor diagnostics
Human pathology
Research InstitutionJapanese Foundation for Cancer Research

Principal Investigator

Fujiwara Takeshi  公益財団法人がん研究会, がん研究所 がんゲノム研究部, 研究員 (00552712)

Research Collaborator Yuichi Ishikawa  公益財団法人がん研究会, がん研究所 病理部, 部長
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords肺がん / ゲノム解析 / 遺伝子病理診断学
Outline of Final Research Achievements

Seven additional independent web-based datasets of lung adenocarcinoma were examined. The expression level of the ASCL1 geneset was used to define the neuroendocrine character based on the method we previously reported. Subtyping was performed by consensus clustering with nonnegative matrix factorization. Correlation of overall survival was analyzed with the Kaplan-Meier method. The neuroendocrine subtype was identified from each of seven independent cohorts. Among them, three datasets showed statistically significant association with patient survival (p < 0.05). Somatic mutations identified in the neuroendocrine subtype with the TCGA data were common ones such as TP53, STK11 and KRAS. Transcriptomic profiling partially reproduced the neuroendocrine subtype in lung adenocarcinoma samples derived from the independent datasets.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (5 results)

All 2016 2015 2014 2013

All Presentation (5 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] Lung adenocarcinoma with neuroendocrine feature revealed by transcriptome profiling.2016

    • Author(s)
      Takeshi Fujiwara
    • Organizer
      第75日本癌学会学術総会
    • Place of Presentation
      横浜
    • Related Report
      2016 Annual Research Report
  • [Presentation] Predction Somatic mutations from rare SNPs2015

    • Author(s)
      藤原 大
    • Organizer
      日本バイオインフォマティクス学会
    • Place of Presentation
      京都
    • Year and Date
      2015-10-29
    • Related Report
      2015 Research-status Report
  • [Presentation] Lung adenocarcinoma with neuroendocrine feature revealed by transcriptome profiling」2015

    • Author(s)
      藤原 大
    • Organizer
      国際肺がん会議IASLC 2015
    • Place of Presentation
      米国(デンバー)
    • Year and Date
      2015-09-09
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 腫瘍中の低頻度SNPと体細胞変異とを判別する手法の開発2014

    • Author(s)
      藤原 大
    • Organizer
      第3回生命医薬情報学連合大会(IIBMP2014)
    • Place of Presentation
      仙台
    • Year and Date
      2014-10-02 – 2014-10-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Assessment of critical parameters to distinguish somatic mutations from lowfrequent SNPs in a cancer sample.2013

    • Author(s)
      T Fujiwara et al
    • Organizer
      Jpn Cancer Assoc 72nd
    • Place of Presentation
      横浜
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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