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Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate Schoo l The 2nd Kitasato-Harvard Symposium, 10/22/01

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Page 1: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Significance of Extrapolation of Foreign Clinical Data to Asian

Countries

Masahiro TakeuchiDiv. of Biostatistics

Kitasato University Graduate SchoolThe 2nd Kitasato-Harvard Symposium, 10/22/01

Page 2: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Acknowledgment

Bridging Study Working Group*Div. of Biostatistics

Kitasato University Graduate School

Kazuhiro Abe, Isao Kawachi, Masahiro Takeuchi, Masako Nishikawa, Keiichiro Hirose, Yoshiharu Horie, Kazuhiro Matsui

Page 3: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Outline

• Introduction• E5 Guideline• Application of E5 Guideline from

Statistical Point of View• Future Application

Page 4: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Introduction

• ICH - General Purpose– Unification of Necessary Documentation

and its Formats for NDA Submission

• ICH - Extrapolation– Avoidance of Unnecessary Clinical Trials

Ethically Speaking

• Globalization– Good Drugs in a Faster Time

Page 5: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Conditions for Extrapolation

• Two factors

– Intrinsic Factors

– Extrinsic Factors

Page 6: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Review of Two Factors(APPENDIX A)

• Intrinsic Factors– Genetic: race, drug metabolism, genetic

diseases

– Physiological and pathological conditions: Age ( children-elderly), Liver, Kidney, Cardiovascular functions, Diseases

• Extrinsic Factors– Culture, Medical Practice, Regulatory

practice/GCP, Methodology/Endpoints

Page 7: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Implication of Two Factors

• Intrinsic Factors

– Do we have an clearly defined comparative population to targeted/existed foreign population?

• Extrinsic Factors

– Can we conduct a planned clinical trial ?

Page 8: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Application of E5 Guideline

Target Disease Population

Sample

USEUUS

Intrinsic factors

NoYes

Extrinsic FactorsNoYes

EU NR

NR

NecessaryConditions

NecessaryConditions

Part I

Part IIPart III

Part IV

Page 9: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Application of E5 Guideline: Part I

Target Disease Population

Sample

Clinical Trial

(y1, y2, … , yn)

Estimation of Efficacy

Two Major Concerns:

(i) high quality protocol

(ii) high quality of data

Regulatory review system

GCP

Page 10: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Application of E5 Guideline: Part II

Intrinsic Factors

No

EU US NR

Sample from EU

Sample from US

Sample from NR

(yEU1, yEU2, … , yEUn1)

(yUS1, yUS2, … , yUSn2)

(yNR1, yNR2, … , yNRn3)

Sample from aSame Probability

Space

EU US NR

Genetic variation

Page 11: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Application of E5 Guideline: Part III

Intrinsic Factors

EU

NR

US

Yes

Question: Are these samples (EU, US, and NR) derived from a same target disease population?

Answer: No

)(EUAd

US NR

Need adjustment for intrinsic factors to have a common population among three regions

EU

)(USAd )(NRAd

Genetic variation

Page 12: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Application of E5 Guideline: Part IV

Extrinsic Factors

NoYes

Necessary conditionsNecessary conditions

Quality Control - Protocol Review System - GCP

Safety Issues - surveillance

Conduct of suitable clinical trials subject tomedical practice, clinical trial environment

Study Design - placebo vs active - choice of endpoint

Language& culture - subsets of primary endpoint

Page 13: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Future Application: Past Experience

Western Data

Region 1 Region 2 Region 3

(i) No clear scientific evidence regarding racial difference(ii) No clear statistical approach - similarity, sample size (iii) No unified regulatory authority requirements

Bridging Study 1 Bridging Study 2 Bridging Study 3

Page 14: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

(i) Scientific Evidence NEJM - Two drugs in heart failure May 3, 2001 - Two editorials

Importance of pharmacogenomics

(ii) Statistical Evidence    Shih 、 Lui - Consistency among trials    Ware, Morris - Empirical Bayes Akahira and Takahashi, Takeuchi - Consistency by bootstrap

Homogeneous target populationClear definition of efficacyStatistical approach/Sample size

(iii) Regulatory Requirements APEC Meeting in Taiwan in May,01

Quality control of trials - Regulatory review system - GCP

Page 15: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Future Application

Western Data

Similar regions

Region 1 Region 2 Region 3

Similar region: - Intrinsic factors - Extrinsic factors (medical practice, clinical trial environment,etc) - GCP

Page 16: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Future Challenge

EU

US Asia

(i) one global protocol - def. of target population - def. of expected efficacy - study design

(ii) modification subject to - intrinsic factors - extrinsic factors

(iii) quality control of trials - protocol review - GCP

Clear def. of probability space

Target Disease Pop.

Each sample derived from the PS

Quality assurance

Page 17: Significance of Extrapolation of Foreign Clinical Data to Asian Countries Masahiro Takeuchi Div. of Biostatistics Kitasato University Graduate School The

Good Drugs in a Faster Time

Correctly Targeted Disease Population

Thoroughly Planned and Collected Sample

High Quality Data