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Cover Page

The handle http://hdl.handle.net/1887/19939 holds various files of this Leiden University dissertation.

Author: Chain, Anne S.Y.

Title: Mind the gap : predicting cardiovascular risk during drug development Date: 2012-10-09

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MIND THE GAP

PREDICTING CARDIOVASCULAR RISK DURING DRUG DEVELOPMENT

ANNE S.Y.CHAIN

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The research presented in this thesis was performed within the framework of project D2-104 of the Dutch Top Institute Pharma at the Division of Pharmacology of the Leiden-Amsterdam Center for Drug Research (LACDR), Leiden University, Leiden, The Netherlands

Cover design by Omar Duragos, Creative Artist Nomad Creative, Toronto, Canada Nomad.Creative@rogers.com Printing by Ipskampdrukkers,

Enschede, The Netherlands ISBN:

Copyright ©2012 by Anne S. Y. Chain

All rights reserved. No part of this thesis may be reproduced, distributed, stored in a retrieval system, or transmitted in any form or by any means, without the written permission of the author and the publisher holding the copyright of the published articles.

Ϳͽ;ǦͿͺǦͼͷͿͷǦͺͷͼǦ͹

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MIND THE GAP

PREDICTING CARDIOVASCULAR RISK DURING DRUG DEVELOPMENT

P

ROEFSCHRIFT

ter verkrijging van

de graad van Doctor aan de Universiteit Leiden,

op gezag van Rector Magnificus prof. mr. P. F. van der Heijden, volgens besluit van het College voor Promoties

te verdedigen op dinsdag 9 oktober 2012 klokke 15.00 uur

door

ANNE S.Y.CHAIN geboren te Hong Kong

in 1982

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Promotiecommissie:

Promotoren: Prof. dr. M. Danhof

Prof. dr. M.C.J.M. Sturkenboom, Eramus Universiteit Rotterdam Co-promotor: Dr. O.E. Della Pasqua

Leden: Prof. dr. L. Aarons, The University of Manchester, Manchester, UK.

Prof. dr. J. Burggraaf, CHDR, Leiden

Prof dr. A.C.G.. Egberts, Universiteit van Utrecht, Utrecht Prof dr. T. Hankemeier, Universiteit Leiden, Leiden Prof dr. A.P. IJzerman, Universiteit Leiden, Leiden

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To Nai-Nai and Yeh-Yeh wishing you were here...

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C ONTENTS

SECTION I GENERAL INTRODUCTION 11

Chapter 1 An introduction to Mind the Gap: predicting

cardiovascular risk during drug development 13 Chapter 2 Scope and intent of investigation 59

SECTION II BAYESIAN METHODOLOGY 75

Chapter 3 Assessing the probability of QTc-interval

prolongation in clinical drug development 77 Chapter 4 Translational pharmacology of QTc-interval

prolongation 103

SECTION III FROM PHARMACOLOGY TO EPIDEMIOLOGY - ABRIDGING STRATEGY FOR RISK MANAGEMENT

137

Chapter 5 Not-in-Trial Simulation I:

bridging cardiovascular risk from clinical trials to real life conditions

139

Chapter 6 Not-In-Trial Simulation II:

predicting cardiovascular risk from clinical trial data

159

Chapter 7 Validation of Not-In-Trial-Simulation:

predicting cardiovascular risk from clinical trial data

181

Chapter 8 Can QTc prolongation >10 msec predict sudden

cardiac death? 201

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SECTION IV CLINICAL TRIAL SIMULATION IN THE EVALUATION OF CARDIOVASCULAR SAFETY

219

Chapter 9 Model-Based Simulation of QT and RR Intervals for

the Evaluation of QTc-interval Prolongation 221 Chapter 10 Model-Based Analysis of Thorough QT Studies 237 Chapter 11 Can First-Time-In-Human Trials Replace Thorough

QT Studies? 257

SECTION V CONCLUSIONS &PERSPECTIVE 281 Chapter 12 Mind the Gap: Predicting Cardiovascular Risk

During Drug Development -

Summary, Conclusion and Perspectives

283

Chapter 13 Nederlandse Samenvatting (Synopsis in Dutch) 307

EPILOGUE 331

Acknowledgement PhD Portfolio List of Publications About the Author List of Abbreviations

Stellingen / Propositions to this dissertation

i iv viii iv x xii

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