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On Development of Assisting System for Appropriate Use of Drugs and Fostering of Advanced Clinical Human Resources

Research Project

Project/Area Number 24390126
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Medical sociology
Research InstitutionGifu University

Principal Investigator

KINOSADA Yasutomi  岐阜大学, 医学(系)研究科(研究院), 教授 (50161526)

Co-Investigator(Kenkyū-buntansha) NAKAMURA Mitsuhiro  岐阜薬科大学, 薬学部, 教授 (30433204)
ITOH Yoshinori  岐阜大学, 大学院医学系研究科, 教授 (50159927)
Research Collaborator NIWA Takashi  
TAKAI Mizuki  
TOHORI Kyouhei  
NISHIMURA Naoto  
FUKUDA Hirotsugu  
MAEDA Takahide  
MATSUDA Yu  
SUMINO Akikazu  
KOJINA Soshi  
GOMI Yousuke  
ARUUISU Naziru  
ABE Junko  
UMETSU Ryogo  
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥14,950,000 (Direct Cost: ¥11,500,000、Indirect Cost: ¥3,450,000)
Fiscal Year 2014: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2013: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2012: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Keywords医薬品 / 有害事象 / データベース / ビッグデータ / データマイニング / 医薬品適正使用 / 医療専門職 / 人材育成 / FAERS / 医薬品有害事象 / コミュニティ分析 / ネットワーク分析 / SSRI / 抗うつ薬 / 自殺企図 / F-ARES / 有害事象原因候補医薬品 / 知識データベース / 医療専門職人材育成
Outline of Final Research Achievements

We have built the original assisting system for appropriate use of drugs by utilizing the large quantities of open adverse event reports (AERs) from FDA in USA. More than 3.5 million AE reports of the latest 15 years are restored into our system, while the data structure of the original AE reports from FDA are modified to fit for our user’s needs such as quick report extracting and summarizing functions. Our system can facilitate gathering combinations of AE reports and summarizing the properties of a set of extracted AE reports according to age, gender, major preferred terms (PTs) and so on, which are related to the target drugs (single drug and/or combination of some drugs) entered by users of our system.
In our system, it is very easy for users to get some excellent outcomes, such as network graphs showing drug-drug interactions or drug-PT interactions, even when users are students, young researchers or advanced clinical professionals in our analysis environments.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (13 results)

All 2014 2013 2012

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (8 results) Book (1 results)

  • [Journal Article] Identification of suicide-related events through network analysis of adverse event reports.2014

    • Author(s)
      Nazir A, Ichinomiya T, Miyamura N, Sekiya Y, Kinosada Y.
    • Journal Title

      Drug Saf.

      Volume: 37(8) Issue: 8 Pages: 609-616

    • DOI

      10.1007/s40264-014-0195-2

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of the association between the use of oral anti-hyperglycemic agents and hypoglycemia in Japan by data mining of the Japanese Adverse Drug Event Report (JADER) database2014

    • Author(s)
      Umetsu R, Nishibata Y, Abe J, Suzuki Y, Hara H, Nagasawa H, Kinosada Y, Nakamura M.
    • Journal Title

      Yakugaku Zasshi

      Volume: 134(2) Pages: 299-304

    • NAID

      130003391151

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 日本国内の有害事象自発報告データベース(JADER)を用いたデータマイニングによる経口血糖降下薬と低血糖症との関連性の評価2014

    • Author(s)
      梅津亮冴、西端友里、阿部純子、鈴木悠起也、原英彰、永澤秀子、紀ノ定保臣、中村光浩
    • Journal Title

      薬学雑誌

      Volume: 134(2) Pages: 299-304

    • NAID

      130003391151

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Visual Analysis of Health Checkup Data Using Multidimensional Scaling2012

    • Author(s)
      Keiko Yamamoto, Satoshi Tamura, Satoru Hayamizu, Yasutomi Kinosada
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics.

      Volume: 16 Pages: 26-31

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] AERSデータベースを用いたスタテン系製剤の横紋筋融解症発症リスクの解析2013

    • Author(s)
      西端有里
    • Organizer
      日本薬学会
    • Place of Presentation
      横浜(招待講演)
    • Year and Date
      2013-03-30
    • Related Report
      2012 Annual Research Report
  • [Presentation] 有害事象自発報告データベース(AERS)を用いた経口血糖降下薬の低血糖症発症リスクの解析2013

    • Author(s)
      梅津亮冴
    • Organizer
      日本薬学会
    • Place of Presentation
      横浜
    • Year and Date
      2013-03-30
    • Related Report
      2012 Annual Research Report
  • [Presentation] 米国有害事象自発報告データベース(FAERS)を用いた経口血糖降下薬の低血糖症発症リスクの解析 -経口血糖降下薬併用時と単剤処方時の比較2013

    • Author(s)
      梅津亮冴、中村光浩、西端友里、鈴木悠起也、阿部純子、永澤秀子、原英彰、紀ノ定保臣
    • Organizer
      医療薬学フォーラム2013/第21回クリニカルファーマシーシンポジウム
    • Place of Presentation
      金沢
    • Related Report
      2013 Annual Research Report
  • [Presentation] 有害事象自発報告データベースを用いた抗悪性腫瘍薬の皮膚障害発生状況の調査2013

    • Author(s)
      梅津亮冴、西端友里、鈴木俊之、上田夏実、中山蓉子、加藤大和、紀ノ定保臣、中村光浩
    • Organizer
      第16回日本医薬品情報学会総会・学術大会
    • Place of Presentation
      名古屋
    • Related Report
      2013 Annual Research Report
  • [Presentation] 大規模副作用症例データベースを用いたインフルエンザ治療薬の有害事象の解析2013

    • Author(s)
      上田夏実、梅津亮冴、西端友里、鈴木俊之、中山蓉子、加藤大和、中村光浩、紀ノ定保臣
    • Organizer
      第16回日本医薬品情報学会総会・学術大会
    • Place of Presentation
      名古屋
    • Related Report
      2013 Annual Research Report
  • [Presentation] シグナル検出手法を用いた副作用評価におけるJADERおよびFAERSデータベースの比較2013

    • Author(s)
      西端友里、梅津亮冴、鈴木俊之、鈴木悠起也、上田夏実、中山蓉子、加藤大和、原英彰、紀ノ定保臣、中村光浩
    • Organizer
      第3回レギュラトリーサイエンス学会学術大会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] データマイニング手法を用いたEtanerceptと注射部位反応との関連性の解析2013

    • Author(s)
      梅津亮冴、西端友里、鈴木俊之、加藤大和、上田夏実、中山蓉子、中村光浩、紀ノ定保臣
    • Organizer
      第3回レギュラトリーサイエンス学会学術大会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] データマイニングの考え方とその実践2012

    • Author(s)
      紀ノ定保臣
    • Organizer
      第15回日本医薬品情報学会総会・学術大会
    • Place of Presentation
      近畿大学
    • Year and Date
      2012-07-07
    • Related Report
      2012 Annual Research Report
  • [Book] 創薬におけるデータマイニング技術の活用事例,医療におけるデータマイニング講座2012

    • Author(s)
      紀ノ定保臣
    • Total Pages
      118
    • Publisher
      日本医学出版
    • Related Report
      2012 Annual Research Report

URL: 

Published: 2012-04-24   Modified: 2019-07-29  

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