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Establishment of in silico pharmaceutical product design based on CAE simulation

Research Project

Project/Area Number 26460047
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Physical pharmacy
Research InstitutionHoshi University

Principal Investigator

Takayama Kozo  星薬科大学, 薬学部, 教授 (00130758)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
KeywordsCAEシミュレーション / 有限要素法 / DPCモデル / 残留応力 / 錠剤 / 重要品質特性 / 引張強度 / 崩壊時間 / 割線錠 / 弾性連続体 / 分割強度 / 分割均一性 / 破壊強度 / 割線深度 / R錠 / 粉体 / 硬度
Outline of Final Research Achievements

Residual stress distributions of tablets were estimated by the computer-aided engineering (CAE) technique, and their effects on the critical quality attributes (CQA) of tablets were investigated. Powders or granules composed of pharmaceutical active ingredients and typical excipients were prepared, and their compression process was defined by the Drucker-Prager cap (DPC) model. The DPC parameters were fed into the analysis using the finite element method, and the residual stress distribution of tablets was estimated. As a result, CQA values such as the tensile strength and the disintegration time were well predicted by the remained stress distribution, suggesting capabilities of CAE simulation on the tablet manufacturing process.

Report

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

    (23 results)

All 2016 2015 2014

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 8 results,  Acknowledgement Compliant: 4 results) Presentation (13 results) (of which Int'l Joint Research: 1 results,  Invited: 3 results) Book (2 results)

  • [Journal Article] Latent structure analysis in the pharmaceutical process of tablets prepared by wet granulation2016

    • Author(s)
      N. Uehara, Y. Hayashi, H. Mochida, S. Otoguro, Y. Onuki, Y. Obata, K. Takayama
    • Journal Title

      Drug Dev. Ind. Pharm.

      Volume: 42 Issue: 1 Pages: 116-122

    • DOI

      10.3109/03639045.2015.1035281

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Prediction of color changes in acetaminophen solution using the time-temperature superposition principle2016

    • Author(s)
      K. Mochizuki, K. Takayama
    • Journal Title

      Drug Dev. Ind. Pharm.

      Volume: 42 Issue: 7 Pages: 1050-1057

    • DOI

      10.3109/03639045.2015.1107091

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Mechanical stress simulation of scored tablets based on the finite element method and experimental verification2016

    • Author(s)
      N. Okada, Y. Hayashi, Y. Onuki, T. Miura, Y. Obata, K. Takayama
    • Journal Title

      Chem. Pharm. Bull.

      Volume: 64 Pages: 1142-1148

    • NAID

      130005253906

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Self-organizing map analysis for understanding comprehensive relationships between formulation variables, state of water, and the physical stability of pharmaceutical emulsions2015

    • Author(s)
      Y. Onuki, N. Hasegawa, A. Horita, N. Ueno, C. Kida, Y. Hayashi, Y. Obata, K. Takayama
    • Journal Title

      Chem. Pharm. Bull.

      Volume: 63 Pages: 901-906

    • NAID

      130005105720

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Numerical investigation of the residual stress distribution of flat-faced and convexly curved tablets using the finite element method2015

    • Author(s)
      S. Otoguro, Y. Hayashi, T. Miura, N. Uehara, S. Utsumi, Y. Onuki, Y. Obata, K. Takayama
    • Journal Title

      Chem. Pharm. Bull.

      Volume: 63 Pages: 890-900

    • NAID

      130005105731

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Effect of process variables on the Drucker-Prager Cap model and residual stress distribution of tablets estimated by the finite element method2014

    • Author(s)
      Y. Hayashi, S. Otoguro, T. Miura, Y. Onuki, Y. Obata, K. Takayama
    • Journal Title

      Chem. Pharm. Bull.

      Volume: 62 Pages: 1062-1072

    • NAID

      130004677397

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Bootstrap resampling technique to evaluate the reliability of the optimal liposome formulation: Skin permeability and stability response variables2014

    • Author(s)
      S. Duangjit, P. Opanasapit, T. Rojanarata, J. Takayama, K. Takayama, T. Ngawhirunpat
    • Journal Title

      Biol. Pharm. Bull.

      Volume: 37 Pages: 1543-1549

    • NAID

      130004057439

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Latent structure modeling underlying theophylline tablet formulations using a Bayesian network based on a self-organizing map clustering2014

    • Author(s)
      A. Yasuda, Y. Onuki, Y. Obata, K. Takayama
    • Journal Title

      Drug Dev. Ind. Pharm

      Volume: July 4 Issue: 7 Pages: 1-8

    • DOI

      10.3109/03639045.2014.935391

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 自己組織化マップによる打錠用杵の選択手法の開発2016

    • Author(s)
      松本智徳、湯汲省吾、小幡誉子、髙山幸三
    • Organizer
      第33回製剤と粒子設計シンポジウム
    • Place of Presentation
      長野
    • Year and Date
      2016-10-27
    • Related Report
      2016 Annual Research Report
  • [Presentation] 数値解析による割線錠分割均一性の予測2016

    • Author(s)
      佐藤翼、小幡誉子、髙山幸三
    • Organizer
      第33回製剤と粒子設計シンポジウム
    • Place of Presentation
      長野
    • Year and Date
      2016-10-27
    • Related Report
      2016 Annual Research Report
  • [Presentation] DOEとFEMの融合によるオーバル錠の最適設計2016

    • Author(s)
      根本遥、水永大輔、小幡誉子、髙山幸三
    • Organizer
      製剤機械技術学会第26回大会
    • Place of Presentation
      大阪
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
  • [Presentation] 錠剤特性に及ぼす顆粒乾燥プロセスの影響2016

    • Author(s)
      中村知宏、岡田信人、島田泰拓、内海俊一、小幡誉子、髙山幸三
    • Organizer
      日本薬剤学会第31年会
    • Place of Presentation
      岐阜
    • Year and Date
      2016-05-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] 残留応力分布に基づく医療用錠剤の品質特性予測2015

    • Author(s)
      高山幸三
    • Organizer
      Nisshin Engineering Particle Technology International Seminar (NEPTIS-24)
    • Place of Presentation
      東京
    • Year and Date
      2015-10-30
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 顆粒の粒子径がDPCモデルおよび錠剤内残留応力分布に及ぼす影響2015

    • Author(s)
      林祥弘,大貫 義則,高山幸三
    • Organizer
      第32回製剤と粒子設計シンポジウム
    • Place of Presentation
      豊橋
    • Year and Date
      2015-10-22
    • Related Report
      2015 Research-status Report
  • [Presentation] 有限要素法による割線錠の分割シミュレーションと実験的検証2015

    • Author(s)
      岡田信人,小幡誉子,高山幸三,三浦孝広
    • Organizer
      第32回製剤と粒子設計シンポジウム
    • Place of Presentation
      豊橋
    • Year and Date
      2015-10-22
    • Related Report
      2015 Research-status Report
  • [Presentation] アセトアミノフェン含有オーバル錠の調製における工程変数の最適化2015

    • Author(s)
      松本智徳,上原直人,大貫義則,小幡誉子,高山幸三
    • Organizer
      日本薬剤学会第30年会
    • Place of Presentation
      長崎
    • Year and Date
      2015-05-21
    • Related Report
      2015 Research-status Report
  • [Presentation] 楕円錠の処方最適化と信頼性評価2015

    • Author(s)
      根本遥,乙黒沙織,岡田信人,大貫義則,小幡誉子,高山幸三
    • Organizer
      日本薬剤学会第30年会
    • Place of Presentation
      長崎
    • Year and Date
      2015-05-21
    • Related Report
      2015 Research-status Report
  • [Presentation] Visualization of tableting process based on the self-organizing map and the finite element analysis2015

    • Author(s)
      K. Takayama
    • Organizer
      Faculty of Medicine, Research Week 2015 (FOMRW2015)
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2015-05-11
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Computer-aided design and optimization for pharmaceutical products2014

    • Author(s)
      K. Takayama
    • Organizer
      The 1st International Conference on Pharmaceutics and Pharmaceutical Sciences
    • Place of Presentation
      Surabaya, Indonesia
    • Year and Date
      2014-11-14 – 2014-11-15
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] CAEシミュレーションによる錠剤内密度分布の推定と錠剤特性への影響2014

    • Author(s)
      乙黒沙織、大貫義則、小幡誉子、高山幸三
    • Organizer
      第31回製剤と粒子設計シンポジウム
    • Place of Presentation
      福岡
    • Year and Date
      2014-10-24 – 2014-10-25
    • Related Report
      2014 Research-status Report
  • [Presentation] 打錠用杵の表面処理によるスティッキング現象の改善2014

    • Author(s)
      上原直人、湯汲省吾、島田泰拓、國次真輔、大貫義則、小幡誉子、高山幸三
    • Organizer
      第31回製剤と粒子設計シンポジウム
    • Place of Presentation
      福岡
    • Year and Date
      2014-10-24 – 2014-10-25
    • Related Report
      2014 Research-status Report
  • [Book] 薬剤学概史 製剤開発への計量化学的手法の導入2015

    • Author(s)
      高山幸三
    • Publisher
      日本薬剤学会
    • Related Report
      2015 Research-status Report
  • [Book] 医療・医学・薬学におけるSOMの応用 第18章 固形製剤の開発2015

    • Author(s)
      大貫義則,高山幸三
    • Publisher
      海文堂
    • Related Report
      2015 Research-status Report

URL: 

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

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