Similar documents
Vol. 36, Special Issue, S 3 S 18 (2015) PK Phase I Introduction to Pharmacokinetic Analysis Focus on Phase I Study 1 2 Kazuro Ikawa 1 and Jun Tanaka 2

untitled

00.\...ec5

スライド 1

A Feasibility Study of Direct-Mapping-Type Parallel Processing Method to Solve Linear Equations in Load Flow Calculations Hiroaki Inayoshi, Non-member

- March

1 [1, 2, 3, 4, 5, 8, 9, 10, 12, 15] The Boston Public Schools system, BPS (Deferred Acceptance system, DA) (Top Trading Cycles system, TTC) cf. [13] [

05_藤田先生_責

A Study on Throw Simulation for Baseball Pitching Machine with Rollers and Its Optimization Shinobu SAKAI*5, Yuichiro KITAGAWA, Ryo KANAI and Juhachi

近畿圏鉄道市場における競争の特質

16,,, 38, (1990) 17 J Toxicol Sci, 15 (Suppl IV), (1990) 18 Cognitive enhancers ( ), 13, (1990) ,, 120, (1991) 20,

untitled


Perspective-Taking Perspective-Taking.... Vol. No.

Hansen 1 2, Skinner 5, Augustinus 6, Harvey 7 Windle 8 Pels 9 1 Skinner 5 Augustinus 6 Pels 9 NL Harvey ML 11 NL

206“ƒŁ\”ƒ-fl_“H„¤‰ZŁñ

<30315F985F95B65F90B490852E696E6464>



36

Table 1. Assumed performance of a water electrol ysis plant. Fig. 1. Structure of a proposed power generation system utilizing waste heat from factori


Fig.l Music score for ensemble Fig.Z Definition of each indicator Table I Correlation coefficient between hitting lag variation /,(n) and hitting cycl

Fig. 1 Schematic construction of a PWS vehicle Fig. 2 Main power circuit of an inverter system for two motors drive

Kansai University of Welfare Sciences Practical research on the effectiveness of the validation for the elderly with dementia Naoko Tsumura, Tomoko Mi

YC41S213.ec Jpn Pharmacol Ther vol. 41 supplement 2013 A Proposal for Optimization of Clinical Trial by Central Monitoring System Consolidat

報告書 H22-2A-09

) ,

CHEMOTHERAPY FEB Table 1 Background of volunteers


20 Japanese Journal of Educational Psychology, 1989, 37, 20 \28 THE WILLINGNESS OF SELF-DISCLOSURE AND THE DEVIATION FROM NORMATIVE SELF-DISCLOSURE IN


JOURNAL OF THE JAPANESE ASSOCIATION FOR PETROLEUM TECHNOLOGY VOL. 66, NO. 6 (Nov., 2001) (Received August 10, 2001; accepted November 9, 2001) Alterna

社会システム研究21_ 畠山.indd

Q [4] 2. [3] [5] ϵ- Q Q CO CO [4] Q Q [1] i = X ln n i + C (1) n i i n n i i i n i = n X i i C exploration exploitation [4] Q Q Q ϵ 1 ϵ 3. [3] [5] [4]

Studies of Foot Form for Footwear Design (Part 9) : Characteristics of the Foot Form of Young and Elder Women Based on their Sizes of Ball Joint Girth

untitled

Developement of Plastic Collocation Method Extension of Plastic Node Method by Yukio Ueda, Member Masahiko Fujikubo, Member Masahiro Miura, Member Sum

CHEMOTHERAPY Fig. 1 Body weight changes of pregnant mice treated orally with AM- 715 Day of sestation

yasi10.dvi

02二宮.indd

IPSJ SIG Technical Report Vol.2014-EIP-63 No /2/21 1,a) Wi-Fi Probe Request MAC MAC Probe Request MAC A dynamic ads control based on tra

論文9.indd


[2] , [3] 2. 2 [4] 2. 3 BABOK BABOK(Business Analysis Body of Knowledge) BABOK IIBA(International Institute of Business Analysis) BABOK 7

7,, i

26 Development of Learning Support System for Fixation of Basketball Shoot Form


Web Stamps 96 KJ Stamps Web Vol 8, No 1, 2004

2 33,**. + : +/* /++** +/* /++** +/* /++** /** /** F+ +*** F+ +*** / 1*42.,43 /14+,*42 /, , 134,.,43 / 0-41,*42.4, -/41,*43,34,,+4. +

<31322D899C8CA982D982A95F985F95B65F2E696E6464>


<4D F736F F D DB82CC88F892A38BAD937893C190AB76355F8D5A897B8CE3325F2E646F63>


The Evaluation on Impact Strength of Structural Elements by Means of Drop Weight Test Elastic Response and Elastic Limit by Hiroshi Maenaka, Member Sh

& Vol.2 No (Mar. 2012) 1,a) , Bluetooth A Health Management Service by Cell Phones and Its Us

untitled

untitled

<31315F985F95B62D899C8CA98E8182D982A92E696E6464>

CVM CVM 1 1 Revealed Preference Stated Preference CVM CVM CVM CVM NOAA 3 CVM 4 5 CVM 2.2 CVM CVM CVM2 CVM 2 Vol.3 No Spring 003

総 説 6 6 PIMs P S J 7

4.1 % 7.5 %

Fig. 1 KAMOME50-2 Table 1 Principal dimensions Fig.2 Configuration of the hydrofoils (Endurance and sprint foil) Fig. 3 Schematic view of the vortex l

OJT Planned Happenstance

第62巻 第1号 平成24年4月/石こうを用いた木材ペレット




EQUIVALENT TRANSFORMATION TECHNIQUE FOR ISLANDING DETECTION METHODS OF SYNCHRONOUS GENERATOR -REACTIVE POWER PERTURBATION METHODS USING AVR OR SVC- Ju

CO CO2 1 CO2 CO2 CO2 CO CO2 CO2 CO2 9 3CO2 CO2 a, b2 a a1 a2 a3 a4 b a 3 ELC-CO2 CO2 CO2 CO2 Vol.2 No Spring 3

ICT Web Web ICT Web 2. 新 学 習 指 導 要 領 の 理 念 と 教 育 の 情 報 化 の 意 義 2-1 新 学 習 指 導 要 領 の 理 念 ICT 2

CHEMOTHERAPY Fig. 1 Chemical structure of CXM-AX

: / FDA HBsAg HIV 1/2 HCV : QMS : 3.5% IgM () 1.0% H317 - H334 - : : :: : QMS Everolimus : 6.4% (II) H400 - H % SDS QMS EDTA (K 3 ) EDTA (K 2 )

St. Andrew's University NII-Electronic Library Service

untitled

untitled

<332D985F95B62D8FAC93638BA795DB90E690B62E706466>

On the Wireless Beam of Short Electric Waves. (VII) (A New Electric Wave Projector.) By S. UDA, Member (Tohoku Imperial University.) Abstract. A new e

untitled

A Nutritional Study of Anemia in Pregnancy Hematologic Characteristics in Pregnancy (Part 1) Keizo Shiraki, Fumiko Hisaoka Department of Nutrition, Sc

06’ÓŠ¹/ŒØŒì

論 文 Earnings Management in Pension Accounting and Revised Jones Model Kazuo Yoshida, Nagoya City University 要約本稿では退職給付会計における全ての会計選択を取り上げて 経営者の報告利益管理行動

MRI | 所報 | 分権経営の進展下におけるグループ・マネジメント

1272 CHEMOTHERAPY MAR. 1975


91 / GNI.-*,**, + + +,*. +,*..+ +, ,*-+ 0,*,3 2, /+./1.+, 10. /02 -/ ,- *,*.,**/ + +/, 3** ,

〈論文〉中部圏構想の断章と高速自動車道の建設

CA HP,,,,,,.,,,,,,.,,,,,,.,,,,,,.,,,,,,.,,,,,,.,,,,,,.,,,,,.,,,,,.,,,,,.,,,,,.,,,,,.,,,,,.,,,,,.,,,,,.,,,,,,.,,,,,.,,,,,,.,,,,,.,,,,,.,,,,,,.,,,,,,.,,

bosai-2002.dvi

”Лï−wŁfl‰IŠv‚æ84“ƒ/ı¢fic“_fiñ

スライド 1

ODA NGO NGO JICA JICA NGO JICA JBIC SCP

環境影響評価制度をめぐる法的諸問題(4) : 米国の環境影響評価制度について

- March

22SPC4報告書

) ) 20 15) 16) ) 18) 19) (2) ha 8% 20) ) 22)

塗装深み感の要因解析

chisq.test corresp plot

Design and Implementation of Centralized Financial Management system 厦门大学博硕士论文摘要库

Modal Phrase MP because but 2 IP Inflection Phrase IP as long as if IP 3 VP Verb Phrase VP while before [ MP MP [ IP IP [ VP VP ]]] [ MP [ IP [ VP ]]]

Transcription:

Statistical Analyses in Clinical PPK/PD Studies Bridging Studies using NONMEM Yoshiro TOMONO Clinical Pharmacology Biometrics, Biometrics, Pfizer Pharmaceuticals Inc., Tokyo Summary: The present paper reports a new approach to building a population pharmacokinetic and phar macodynamic model (PPK/PD) and interpreting clinical data.<br> In design of PK studies for the bridging strategy, a simple formula which gives the 90 per cent confidence interval to prove no ethnic PK difference is proposed, which derives the approximate estimation method for calculation of power and sample size for the parallel group design.<br> In clinical studies, it is important to apply a technique to analyze the linking model with the drug concentra tion (pharmacokinetics, PK) and the efficacy (pharmacodynamics, PD) which are related closely. Effect compartment model and Jusko-type indirect PD model examples are shown using PPK/PD model analyzed with NONMEM.<BR> Recently the validation method of NONMEM is concerned. The bootstrap approach has been to use to ass ess the stability and predictive performance of a pharmacokinetic model developed using NONMEM. Guidance for Industry: Population Pharmacokinetics suggested the use of the bootstrap procedure as a satisfactory method for the validation and checking of population models in the drug approval process. Although validation methods are still being evaluated and may require further testing.<br> The PPK/PD approaches are hopeful about the future in the field of drug development and drug evalua tion. Key words: Population pharmacokinetics, Pharmacodynamics, NONMEM, Effect compartment, In direct model, Bridging study, Interoccasion variability, Model varidation, Bootstrapping

2) FDA: Guidance for Industry, Population Pharmacokinet ics. February 1999. 3) Gough, K., Hutchison, M., Keene, O., Byron, B., Ellis, S., Lancey, L. and McKellar, J.: Assessment of dose propor tionality: report from the statisticians in the pharmaceuti cal industry/pharmacokenetics US joint working party. Drug Inf. J., 29: 1039-1048 (1995). 4) Beal, S. and Sheiner, L.: The NONMEM System. The American Statistician, 34: 118-119 (1980). 5) Boeckman, A. J., Sheiner, L. B. and Beal, S. L.: NON MEM users guide, Parts I-VIII; Division of Clinical Phar macology, University of California, San Francisco (1998). 6) Colburn, W.: Estimating the Accumulation of Drugs. J. Pharm. Sci., 72: 833-834 (1983). 8) Diletti, E., Hauschke, D. and Steinijans, V. W.: Sample size determination for bioequivalence assessment by means of confidence intervals. Int. J. Clin. Pharmacol. Ther. Toxicol., 29: 1-8 (1991). 9) Elashoff, J. D.: nquery Advisor<SUP> </SUP> Version 3.0 User's Guide. Los Angeles, CA (1999). 10) Stagni, G., Shepherd, A. M. M., Liu, Y. and Gillespie, W.: New mathematical implementation of generalized phar macodynamic models : Method and clinical evaluation. J.

Pharmacokinet. Biopharm., 21: 735-750 1997). 11) Sheiner, L. B., Stanski, D. R. and Vozeh, S.: Simultaneous modelling of pharmacokinetics and pharmacodynamics: Application to d-tubocurarine. Clin. Pharmacol. Ther., 25: 358-371 (1979). 12) Holford, N. H. G. and Sheiner, L. B.: Understanding the dose-effect relationship: clinical application of pharmacoki netic-pharmacodynamic models. Clin. Pharmacokinet., 6: 429-453 (1981). 13) Fuseau, E. and Sheiner, L. B.: Simultaneous modeling of pharmacokinetics and pharnracodynamics with a non-para metric pharmacodynamic model. Clin. Pharmacol. Ther., 35: 733-741 (1984). 14) Kato, R., Sotohata, I., Tuzuki, J., Inagaki, H., Tanahashi, T., Hayashi, H., Yokota, M., Ito, A., Noro, T., Shimomura, M., Ise, S. and Tomono, Y.: Population phar macokinetics and pharmacodynamics analysis after a sin gle intravenous administration of Flecainide acetate. Jpn. J. Clin. Pharmacol. Ther., 28: 1-14 (1997). 15) Jusko, W. J. and Ko, H. C.: Physiologic indirect response models characterize diverse types of pharmacodynamic effects. Clin. Pharmacol. Ther., 56: 406-419 (1994). 16) Tomono, Y. and Yamato, C.: Influence of drug concentra tion on clearance of endogenous substance study of drug concentration-dependent kinetics using NONMEM. Jpn. J. TDM, 12: 175-176 (1995). 17) Holford, N. H. and Peace, K. E.: Metodologic aspects of a population pharmacodyanmic model for cognitive effects in Alzheimer patients treated with tacrine. Proc Natl Acad Sci USA, 89: 11466-11470 (1992). 18) Sheiner, L. B.: A new approach to the analysis of analgesic drug trials illustrated with bromfenac data. Clin. Phar macol. Ther., 56: 309-322 (1994). 20) Karlson, M. O. and Sheiner, L. B.: The importance of modeling interoccasion variability in population phar macokinetic analyses. J. Pharmacokinet. Biopharm., 21: 735-750 (1993). 21) Vozeh, S., Maitre, P. O. and Stanski, D. R.: Evaluation of population (NONMEM) pharmacokinetic parameter esti mations. J. Pharmacokinet. Biopharm., 18:161-173 (1990). 22) Ette, E. I.: Stability and performance of a population phar macokinetic model. J. Clin. Pharmacol., 37: 486-495 (1997). 23) Koike, Y., Tomono, Y., Tanaka, H. and Mineshita, S.: A new approach to the drug evaluation: Population phar macokinetic and pharmacodynamic (PK/PD) analysis. Jpn. J. Clin. Pharmacol. Ther., 27: 741-757 (1996).