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PK-PD Modeling with the QTc:
Is it possible to avoid a TQT Study?

 Part 1. Understanding the FDA’s Perspective

      Paul A. Frohna, MD, PhD, PharmD
           Biotechnology Consultant
          Frohna Biotech Consulting
       www.frohnabiotechconsulting.com
Pharmacokinetics and Pharmacodynamics:
Combining drug levels with biomarkers (DDQTc)
    Drug
                                          kin

                                  H

      CP         keo     CE               Biomarker


                                  H        Biomarker
                                          kout
                                             (DQTc)                  Response
                                                                       (TdP)


      Pharmacokinetics                  Pharmacodynamics


 This is an inexact science since not all drugs that cause an increase in QTc
   lead to Torsades de Pointe and sudden cardiac death, which is the real
                reason to care about QTc in drug development.
FDA View on Model-based Drug
Development and QTc Assessment
“Model-based drug development is a priority for the Critical
Path Initiative. I believe it is the future of drug
development”
“We need to move from empirical evaluations to model-
based, learn-confirm cycles to enhance the predictive
capacity of the drug development process”
                                               Janet Woodcock, M.D.
                   Director, Center for Drug Evaluation and Research

 “Regulatory review of QT study is not complete without an
 assessment of concentration-QTc relationship”
                                        Norman Stockbridge, M.D., Ph.D.
                                   Director, Cardio-Renal Drug Products
                              Head, Interdisciplinary Review Team for QT
Generating the Right QTc Data
Package for Your Drug
FDA Interdisciplinary Review Team
       (IRT) for QT Studies

 Provide standardization forum for study
  designs
 Quantitative Outcomes and Values
  – Concentration-Response required in all TQT studies
  – High rate of false positives when utilizing only dose-
    response data
  – CR is an important tool with additional statistical
    power to characterize QTc effects of a drug when
    you’re unable to conduct a TQT study
     • Anti-cancer compounds—too toxic for healthy subjects and
       at supratherapeutic doses, plus don’t want to use placebo in
       cancer patients
FDA Analysis of Sponsor’s TQT Study
Data (Florian et al, JCP, 2011;51:1152-1162)
 FDA Hypothesis: A better understanding of how study
  design elements are likely to affect drug concentrations
  and the corresponding concentration–QTc relationship can
  be useful in designing future TQT studies.
 Objective: Determine what study design variables and
  patient covariates affect the Conc-QTc relationship of Moxi
  (positive control)
 Data: Several (20) TQT studies submitted to the FDA
  using Moxi with plasma concentration data and ΔΔQTcF
 Methods: Pooling and analyzing several (20) TQT studies
  to build pop PK model and conc-QTc model
ΔΔQTcF vs Time Plots for the 20
Pooled TQT Studies by Sex and Race
 Sex: Male (dotted)
 and Female (solid)



 Race: Caucasian
 (solid), Black
 (dotted) and Asian
 (dot-dash)

Florian et al., JCP, 2011;51:1152-1162
FDA’s Current Thinking…

 As more concentration-response QTc data
  are collected and submitted to the FDA,
  along with sophisticated PK-PD modeling,
  the FDA is mulling over the possibility that
  thorough QTc studies may not be required
  in the future.
 When is that future…not sure, but the future
  IS coming!

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Paul Frohna -PK-PD Modeling and the QT issue (part 1- fda perspective)

  • 1. PK-PD Modeling with the QTc: Is it possible to avoid a TQT Study? Part 1. Understanding the FDA’s Perspective Paul A. Frohna, MD, PhD, PharmD Biotechnology Consultant Frohna Biotech Consulting www.frohnabiotechconsulting.com
  • 2. Pharmacokinetics and Pharmacodynamics: Combining drug levels with biomarkers (DDQTc) Drug kin H CP keo CE Biomarker H Biomarker kout (DQTc) Response (TdP) Pharmacokinetics Pharmacodynamics This is an inexact science since not all drugs that cause an increase in QTc lead to Torsades de Pointe and sudden cardiac death, which is the real reason to care about QTc in drug development.
  • 3. FDA View on Model-based Drug Development and QTc Assessment “Model-based drug development is a priority for the Critical Path Initiative. I believe it is the future of drug development” “We need to move from empirical evaluations to model- based, learn-confirm cycles to enhance the predictive capacity of the drug development process” Janet Woodcock, M.D. Director, Center for Drug Evaluation and Research “Regulatory review of QT study is not complete without an assessment of concentration-QTc relationship” Norman Stockbridge, M.D., Ph.D. Director, Cardio-Renal Drug Products Head, Interdisciplinary Review Team for QT
  • 4. Generating the Right QTc Data Package for Your Drug
  • 5. FDA Interdisciplinary Review Team (IRT) for QT Studies  Provide standardization forum for study designs  Quantitative Outcomes and Values – Concentration-Response required in all TQT studies – High rate of false positives when utilizing only dose- response data – CR is an important tool with additional statistical power to characterize QTc effects of a drug when you’re unable to conduct a TQT study • Anti-cancer compounds—too toxic for healthy subjects and at supratherapeutic doses, plus don’t want to use placebo in cancer patients
  • 6. FDA Analysis of Sponsor’s TQT Study Data (Florian et al, JCP, 2011;51:1152-1162)  FDA Hypothesis: A better understanding of how study design elements are likely to affect drug concentrations and the corresponding concentration–QTc relationship can be useful in designing future TQT studies.  Objective: Determine what study design variables and patient covariates affect the Conc-QTc relationship of Moxi (positive control)  Data: Several (20) TQT studies submitted to the FDA using Moxi with plasma concentration data and ΔΔQTcF  Methods: Pooling and analyzing several (20) TQT studies to build pop PK model and conc-QTc model
  • 7. ΔΔQTcF vs Time Plots for the 20 Pooled TQT Studies by Sex and Race Sex: Male (dotted) and Female (solid) Race: Caucasian (solid), Black (dotted) and Asian (dot-dash) Florian et al., JCP, 2011;51:1152-1162
  • 8. FDA’s Current Thinking…  As more concentration-response QTc data are collected and submitted to the FDA, along with sophisticated PK-PD modeling, the FDA is mulling over the possibility that thorough QTc studies may not be required in the future.  When is that future…not sure, but the future IS coming!