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Meta-analysis of Non-Linear Dose-Response Curves and its Application

Research Project

Project/Area Number 15K00052
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Statistical science
Research InstitutionMiyazaki Prefectual Nursing University

Principal Investigator

Nakao Hiroyuki  宮崎県立看護大学, 看護学部, 教授 (40336293)

Co-Investigator(Kenkyū-buntansha) 高橋 邦彦  名古屋大学, 医学系研究科, 准教授 (50323259)
Co-Investigator(Renkei-kenkyūsha) HATTORI Satoshi  大阪大学, 医学系研究科, 教授 (50425154)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsメタアナリシス / 疫学 / 用量反応関係
Outline of Final Research Achievements

In epidemiological studies, it is often necessary to determine the relationship between exposure levels and the risk of disease. Exposure levels are often available in intervals. Recently we proposed a procedure for assessing nonlinear associations between exposure levels and the risk of disease from a summarized grouped data using a restricted cubic spline model with 3 knots. We applied this procedure to perform a meta-analysis for the association between alcohol intake and the log RR of total mortality based on summarized data that was used in Di Castelnuovo et al (2009). We would demonstrate the shape of the estimated curves by the cubic spline model, and assess the differences between our results and those of Di Castelnuovo et al, in application of our procedure to epidemiological studies.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (5 results)

All 2018 2017 2015

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (4 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] A dose-response meta-analysis to coffee consumption and colorectal cancer risk in the Japanese population: Application of a cubic-spline model.2018

    • Author(s)
      Horisaki K, Takahashi K, Ito H, Matsui S.
    • Journal Title

      Journal of Epidemiology

      Volume: 28

    • NAID

      130007534681

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 日本人におけるコーヒー摂取量 と大腸がん発生リスクの用量反応関係メタアナリシス2018

    • Author(s)
      堀崎健, 高橋邦彦, 伊藤秀美, 松井茂之.
    • Organizer
      第28回日本疫学会学術総会
    • Related Report
      2017 Annual Research Report
  • [Presentation] J型の用量反応曲線のメタアナリシス:疫学研究への適用2017

    • Author(s)
      中尾裕之
    • Organizer
      『メタアナリシスにおける方法論の新展開とその実践』研究集会
    • Place of Presentation
      宮崎県立看護大学
    • Year and Date
      2017-01-23
    • Related Report
      2016 Research-status Report
  • [Presentation] J型の用量反応関係のメタアナリシス:飲酒量と総死亡についてのメタアナリシスの再解析2017

    • Author(s)
      中尾裕之
    • Organizer
      『メタアナリシスにおける方法論の新展開とその実践』研究集会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Meta-analysis of J-shaped dose-response curves on alcohol dosing and total mortality.2015

    • Author(s)
      Nakao H, Takahashi K, Hattori S.
    • Organizer
      East Asia Regional Biometric Conference 2015.
    • Place of Presentation
      九州大学(福岡県・福岡市)
    • Year and Date
      2015-12-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2019-03-29  

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