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Evaluation of a clinical study design for PPK analysis

Research Project

Project/Area Number 26330049
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Statistical science
Research InstitutionTeikyo University

Principal Investigator

Nemoto Asuka  帝京大学, 大学院公衆衛生学研究科, 講師 (20722482)

Co-Investigator(Renkei-kenkyūsha) TANGO Toshiro  帝京大学, 大学院公衆衛生学研究科, 教授 (70124477)
YAMAOKA Kazue  帝京大学, 大学院公衆衛生学研究科, 教授 (50091038)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords母集団薬物動態解析 / サンプル取得計画 / パラメータ推定精度 / ベイズ流解析 / シミュレーション
Outline of Final Research Achievements

This research aimed to improve the reliability of the estimated population pharmacokineitc (PPK) parameters after assessing the precision and accuracy of the estimates by stochastic simulation and estimation for data obtained by the limited sampling design (LSD). A motivation example was a PPK analysis of blood alcohol concentration after ingestion of alcoholic beverages in Japanese subjects. The precision and accuracy of PPK parameters was evaluated based on estimates from the LSD, compared with the dense sampling design. An additional covariates were identified by using MCMC Bayesian estimation, which allowed incorporation of parameters of a PPK model reported elsewhere as a informative priors.

Report

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

    (8 results)

All 2017 2016 2015 2014

All Journal Article (3 results) (of which Peer Reviewed: 2 results,  Open Access: 3 results,  Acknowledgement Compliant: 3 results) Presentation (5 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] A Bayesian approach for population pharmacokinetic modeling of alcohol in Japanese Subjects2017

    • Author(s)
      Nemoto A, Matsuura M, Yamaoka K
    • Journal Title

      Current Therapeutic Research

      Volume: 印刷中

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] Population Pharmacokinetic Analysis of Alcohol Concentration after Beer Consumption in Fasted Japanese Subjects2016

    • Author(s)
      Nemoto A, Terada M, Hayashi T, Hamada C, Matoba R
    • Journal Title

      International Journal of Clinical Pharmacology & Toxicology

      Volume: 5 Pages: 225-230

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Population Pharmacokinetic Parameter Estimates using a Limited Sampling Design: Analysis of Blood Alcohol Levels2016

    • Author(s)
      Nemoto A, Matsuura M, Yamaoka K
    • Journal Title

      Chem-Bio Informatics Journal

      Volume: 16 Pages: 25-39

    • NAID

      130005171838

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Population pharmacokinetics and pharmacogenetics of alcohol in Japanese: Use of parameter estimates from other studies as a prior information2016

    • Author(s)
      Nemoto A, Matsuura M, Yamaoka K
    • Organizer
      28th International Biometric Conference
    • Place of Presentation
      Victoria, Canada
    • Year and Date
      2016-07-10
    • Related Report
      2016 Annual Research Report
  • [Presentation] Population pharmacokinetics and pharmacogenetics of alcohol in Japanese: Use of parameter estimates from other studies as a prior information2016

    • Author(s)
      Asuka Nemoto, Masaaki Matsuura, Kazue Yamaoka
    • Organizer
      XXVIIIth International Biometric Conference
    • Place of Presentation
      Victoria, Canada
    • Year and Date
      2016-07-10
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Estimating bias in population mean pharmacokinetic parameters caused by limited sampling design.2015

    • Author(s)
      Nemoto A, Matsuura M, and Yamaoka K.
    • Organizer
      The 36th Annual Conference of the International Society for Clinical Biostatistics, August 23-27 2015,
    • Place of Presentation
      Utrecht (The Netherlands)
    • Year and Date
      2015-08-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Limited sampling に起因する母集団薬物動態解析の問題の検討.2015

    • Author(s)
      根本明日香,松浦正明,山岡和枝.
    • Organizer
      2015年度日本計量生物学会
    • Place of Presentation
      京都
    • Year and Date
      2015-03-12 – 2015-03-13
    • Related Report
      2014 Research-status Report
  • [Presentation] Comparison of the methods for calculating the sample size of a population pharmacokinetic study within a hypothesis testing framework. XXVIIth International Biometric Conference.2014

    • Author(s)
      Nemoto A, Yamaoka K, Tango T.
    • Organizer
      The 27th International Biometric Conference
    • Place of Presentation
      Villa Vittoria,Florence,Italy
    • Year and Date
      2014-07-06 – 2014-07-11
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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