SlideShare a Scribd company logo
1 of 14
Download to read offline
How to Double Success
            Rate of Pediatric Trials?
Simulate2Design
                                       Joga Gobburu
     Model4Approval
                        Division of Pharmacometrics
                     Office of Clinical Pharmacology
                    Office of Translational Sciences,
                                          CDER/FDA
                                                 1
             jogarao.gobburu@fda.hhs.gov
Model4Approval



                  How to Double Success
                  Rate of Pediatric Trials?

                                            Joga Gobburu
Simulate2Design




                             Division of Pharmacometrics
                          Office of Clinical Pharmacology
                         Office of Translational Sciences,
                                               CDER/FDA
                                                      2
                  jogarao.gobburu@fda.hhs.gov
Learn-Apply Approach to
            Pediatric Drug Development
                                                 Power PK Study (20% SE)
                                                   Sample size, Sampling
        Simulate2Design                           Power Registration study
                                                       Dose range selection,
                                                       Endpoints, Analyses



                                                      Exposure-response to
        Model4Approval                                     Support
                                                       Approval & Dosing
                                                                               3
Gobburu, Pediatric advisory committee meeting, 2009
Liu, Oncology advisory committee meeting, 2010
Pediatric Exclusivity Program
400
350
           360      Statistics
                            WR
                            Labeling
300
250                                          Good improvement in pediatric
200
                      159                    information available after 2002. Next
150
100
                                             phase is to ‘learn-apply’ this experience
 50                                          to further improve quality of ped trials
  0
      Pediatric Submissions (N)                                                  Age range
                                       100
                                                                                 No S/E
                                                                                 New Safety
                                        80
                                                                                 Dosing
                                                                                 Ped Formulation
                                        60                                       Extemporaneous
                                                                                 Safety reporting
                                        40

                                        20

                                         0                                                 4
                                                   Labeling Changes (N of 159)
50% of Late Trials Fail




                             5
Source: N Singh, McKinsey
50% Trials Fail –
Even for Pediatrics




                      6
FDA Pharmacometrics 2020: Strategic Goals
  Train 20 Pharmacometricians              International Harmonization
-Technical track
                                       -Share expertise between global
-Disease track
                                       regulatory bodies
-Drug development track
Implement 15 Standard Templates Integrated Quantitative CP Summary
-Develop disease specific data,        -All NDAs should have exposure-
analysis standards                     response analyses
-Expect industry to follow
                                        Design by Simulation: 100% Pediatric Studies
    Develop 5 Disease Models

-Create public disease model library   -Leverage prior knowledge to design
                                       Pediatrics Written Request trials

                                                                               7
Learn-Apply
     • ‘Learning’ is the process of transforming information
       (here clinical trial data) into generalizable knowledge.
     • ‘Applying’ is the process of utilizing the knowledge to
       make a decision.
        – Confirmation of effectiveness is one of such
          decisions, not the sole.
        – Others include dose selection, understanding time-
          course of drug effects, biomarker-outcome
          relationships, etc.
        – According to this principle, at the end of each trial
          scientists must learn what worked and what did not.
     • Learn-apply paradigm must become part of the critical
       path process.                                            8

Gobburu, ASCPT, Meet the Experts, 2008
Learn-Apply Approach to
Model4Approval



                  Pediatric Drug Development


                                             Protocol
Simulate2Design




                                                          Trial
                        Quantitative
                                                          Data
                        drug-disease-trial
                        model

                                                 Adults, peds
                                                                  9
Quantitative Clinical
Pharmacology can Lead the
 Improvement of Pediatric
        Programs

                        10
Learn-Apply Approach to
            Pediatric Drug Development
                                                 Power PK Study (20% SE)
                                                   Sample size, Sampling
        Simulate2Design                           Power Registration study
                                                       Dose range selection,
                                                       Endpoints, Analyses



                                                      Exposure-response to
        Model4Approval                                     Support
                                                       Approval & Dosing
                                                                               11
Gobburu, Pediatric advisory committee meeting, 2009
Liu, Oncology advisory committee meeting, 2010
Model4Approval


                                            References
                  •   Bhattaram VA, Bonapace C, Chilukuri DM, Duan JZ, Garnett C, Gobburu JV, Jang SH,
                      Kenna L, Lesko LJ, Madabushi R, Men Y, Powell JR, Qiu W, Ramchandani RP, Tornoe CW,
                      Wang Y and Zheng JJ (2007) Impact of pharmacometric reviews on new drug approval and
                      labeling decisions--a survey of 31 new drug applications submitted between 2005 and 2006.
                      Clin Pharmacol Ther 81:213-221.
                  •   Booth BP, Rahman A, Dagher R, Griebel D, Lennon S, Fuller D, Sahajwalla C, Mehta M and
                      Gobburu JV (2007) Population pharmacokinetic-based dosing of intravenous busulfan in
                      pediatric patients. J Clin Pharmacol 47:101-111.
                  •   Gobburu JV and Lesko LJ (2009) Quantitative disease, drug, and trial models. Annu Rev
                      Pharmacol Toxicol 49:291-301.
                  •   Jadhav PR, Burckart G.J., Lesko LJ and Gobburu JV (2010b) Paediatric Drug Development
                      and Clinical Pharmacology. Drug Development In press.
                  •   Jadhav PR, Zhang J and Gobburu JV (2009) Leveraging prior quantitative knowledge in
Simulate2Design




                      guiding pediatric drug development: a case study. Pharm Stat 8:216-224.
                  •   Li F, Nandy P, Chien S, Noel GJ, and Tornoe CW (2009) Pharmacometrics-based dose
                      selection of levofloxacin as a treatment for post-exposure inhalational anthrax in children
                      Antimicrobial Agents and Chemotherapy doi:10.1128/ACC.00667-09:1-21.
                  •   Madabushi R, Cox D, Hossain M, Boyle DA, Patel BR, Young G and Choi YM (2010)
                      Pharmacokinetic and pharmacodynamic basis for effective argatroban dosing in pediatrics.
                      Journal of pediatrics In press.
                  •   Tornoe CW, Tworzyanski JJ, Imoisili MA, Alexander JJ, Korth-Bradley JM and Gobburu JV
                      (2007) Optimising piperacillin/tazobactam dosing in paediatrics. Int J Antimicrob Agents
                      30:320-324.


                                                                                                               12
Acknowledgements
• Pediatric Working Group – OCP
• Pravin Jadhav, Gil Burckart, Raj
  Madabushi
• Division of Pharmacometrics




                                          13
            jogarao.gobburu@fda.hhs.gov
Interested in Fellowship?
• If you are interested in a fellowship with
  the Division of Pharmacometrics,
  OCP/OTS/CDER/FDA please send your
  resume to:
•   Jeffrey J. Tworzyanski, Pharm.D.
    CDR, U.S. Public Health Service
    OTS/OCP/Pharmacometrics
    U.S. Food and Drug Administration
    Center for Drug Evaluation and Research
    E-mail: jeffrey.tworzyanski@fda.hhs.gov
    Telephone: (301) 796-1617
    FAX: (301) 847-8720
                                               14

More Related Content

What's hot

Summary and Discussion Points for Pharmacokinetic (Category2) & Clinical Abus...
Summary and Discussion Points for Pharmacokinetic (Category2) & Clinical Abus...Summary and Discussion Points for Pharmacokinetic (Category2) & Clinical Abus...
Summary and Discussion Points for Pharmacokinetic (Category2) & Clinical Abus...nlevy-cooperman
 
臨床試驗的研究設計 2 hr
臨床試驗的研究設計 2 hr臨床試驗的研究設計 2 hr
臨床試驗的研究設計 2 hrnetnk
 
Superiority Trials Versus Non-Inferiority Trials to Demonstrate Effectiveness...
Superiority Trials Versus Non-Inferiority Trials to Demonstrate Effectiveness...Superiority Trials Versus Non-Inferiority Trials to Demonstrate Effectiveness...
Superiority Trials Versus Non-Inferiority Trials to Demonstrate Effectiveness...Kevin Clauson
 
Rmc phenotypic screening
Rmc phenotypic screeningRmc phenotypic screening
Rmc phenotypic screeningAnn-Marie Roche
 
Randomized clinical trials
Randomized clinical trialsRandomized clinical trials
Randomized clinical trialsAhmed Nouri
 
Bioequivalence of Highly Variable Drug Products
Bioequivalence of Highly Variable Drug ProductsBioequivalence of Highly Variable Drug Products
Bioequivalence of Highly Variable Drug ProductsBhaswat Chakraborty
 
2014-10-22 EUGM | ROYCHAUDHURI | Phase I Combination Trials
2014-10-22 EUGM | ROYCHAUDHURI | Phase I Combination Trials2014-10-22 EUGM | ROYCHAUDHURI | Phase I Combination Trials
2014-10-22 EUGM | ROYCHAUDHURI | Phase I Combination TrialsCytel USA
 
Drug Discovery Today v9p976
Drug Discovery Today v9p976Drug Discovery Today v9p976
Drug Discovery Today v9p976Michael Weiner
 
Drug development & biotechnology
Drug development & biotechnologyDrug development & biotechnology
Drug development & biotechnologyTeresa Treasures
 
Elsevier Interview - Dr Jorgensen - May 2015
Elsevier Interview - Dr Jorgensen - May 2015Elsevier Interview - Dr Jorgensen - May 2015
Elsevier Interview - Dr Jorgensen - May 2015jantrost
 
Economic evaluation, reimbursement and context. How to assess personalised me...
Economic evaluation, reimbursement and context. How to assess personalised me...Economic evaluation, reimbursement and context. How to assess personalised me...
Economic evaluation, reimbursement and context. How to assess personalised me...HTAi Bilbao 2012
 
PK/PD analysis in assessment of abuse deterrence
PK/PD analysis in assessment of abuse deterrencePK/PD analysis in assessment of abuse deterrence
PK/PD analysis in assessment of abuse deterrencenlevy-cooperman
 
Surrogate endpoints in clinical trial
Surrogate endpoints in clinical trialSurrogate endpoints in clinical trial
Surrogate endpoints in clinical trialAmol Patil
 
The Statisticians Role in Pharmaceutical Development
The Statisticians Role in Pharmaceutical DevelopmentThe Statisticians Role in Pharmaceutical Development
The Statisticians Role in Pharmaceutical DevelopmentAshwani Dhingra
 
Interpreting population pharmacokinetic pharmacodynamic analyses – a clinical...
Interpreting population pharmacokinetic pharmacodynamic analyses – a clinical...Interpreting population pharmacokinetic pharmacodynamic analyses – a clinical...
Interpreting population pharmacokinetic pharmacodynamic analyses – a clinical...Ming Chia Lee
 
Local Treatment in Periodontal pocket Journal Presentation
Local Treatment in Periodontal pocket Journal PresentationLocal Treatment in Periodontal pocket Journal Presentation
Local Treatment in Periodontal pocket Journal PresentationDr. B.V.Parvathy
 
Journal Club Indian Journal Of Pharmacology
Journal Club Indian Journal Of PharmacologyJournal Club Indian Journal Of Pharmacology
Journal Club Indian Journal Of PharmacologyDr Ketan Asawalle
 

What's hot (20)

Summary and Discussion Points for Pharmacokinetic (Category2) & Clinical Abus...
Summary and Discussion Points for Pharmacokinetic (Category2) & Clinical Abus...Summary and Discussion Points for Pharmacokinetic (Category2) & Clinical Abus...
Summary and Discussion Points for Pharmacokinetic (Category2) & Clinical Abus...
 
臨床試驗的研究設計 2 hr
臨床試驗的研究設計 2 hr臨床試驗的研究設計 2 hr
臨床試驗的研究設計 2 hr
 
Superiority Trials Versus Non-Inferiority Trials to Demonstrate Effectiveness...
Superiority Trials Versus Non-Inferiority Trials to Demonstrate Effectiveness...Superiority Trials Versus Non-Inferiority Trials to Demonstrate Effectiveness...
Superiority Trials Versus Non-Inferiority Trials to Demonstrate Effectiveness...
 
1.9. study designs
1.9. study designs1.9. study designs
1.9. study designs
 
Rmc phenotypic screening
Rmc phenotypic screeningRmc phenotypic screening
Rmc phenotypic screening
 
Randomized clinical trials
Randomized clinical trialsRandomized clinical trials
Randomized clinical trials
 
Bioequivalence of Highly Variable Drug Products
Bioequivalence of Highly Variable Drug ProductsBioequivalence of Highly Variable Drug Products
Bioequivalence of Highly Variable Drug Products
 
2014-10-22 EUGM | ROYCHAUDHURI | Phase I Combination Trials
2014-10-22 EUGM | ROYCHAUDHURI | Phase I Combination Trials2014-10-22 EUGM | ROYCHAUDHURI | Phase I Combination Trials
2014-10-22 EUGM | ROYCHAUDHURI | Phase I Combination Trials
 
SLAS2013 Drug Repurposing SIG Meeting
SLAS2013 Drug Repurposing SIG MeetingSLAS2013 Drug Repurposing SIG Meeting
SLAS2013 Drug Repurposing SIG Meeting
 
Drug Discovery Today v9p976
Drug Discovery Today v9p976Drug Discovery Today v9p976
Drug Discovery Today v9p976
 
Drug development & biotechnology
Drug development & biotechnologyDrug development & biotechnology
Drug development & biotechnology
 
Elsevier Interview - Dr Jorgensen - May 2015
Elsevier Interview - Dr Jorgensen - May 2015Elsevier Interview - Dr Jorgensen - May 2015
Elsevier Interview - Dr Jorgensen - May 2015
 
Economic evaluation, reimbursement and context. How to assess personalised me...
Economic evaluation, reimbursement and context. How to assess personalised me...Economic evaluation, reimbursement and context. How to assess personalised me...
Economic evaluation, reimbursement and context. How to assess personalised me...
 
PK/PD analysis in assessment of abuse deterrence
PK/PD analysis in assessment of abuse deterrencePK/PD analysis in assessment of abuse deterrence
PK/PD analysis in assessment of abuse deterrence
 
Surrogate endpoints in clinical trial
Surrogate endpoints in clinical trialSurrogate endpoints in clinical trial
Surrogate endpoints in clinical trial
 
The Statisticians Role in Pharmaceutical Development
The Statisticians Role in Pharmaceutical DevelopmentThe Statisticians Role in Pharmaceutical Development
The Statisticians Role in Pharmaceutical Development
 
Interpreting population pharmacokinetic pharmacodynamic analyses – a clinical...
Interpreting population pharmacokinetic pharmacodynamic analyses – a clinical...Interpreting population pharmacokinetic pharmacodynamic analyses – a clinical...
Interpreting population pharmacokinetic pharmacodynamic analyses – a clinical...
 
Local Treatment in Periodontal pocket Journal Presentation
Local Treatment in Periodontal pocket Journal PresentationLocal Treatment in Periodontal pocket Journal Presentation
Local Treatment in Periodontal pocket Journal Presentation
 
Journal Club Indian Journal Of Pharmacology
Journal Club Indian Journal Of PharmacologyJournal Club Indian Journal Of Pharmacology
Journal Club Indian Journal Of Pharmacology
 
Manufacturing QC and QA
Manufacturing QC and QAManufacturing QC and QA
Manufacturing QC and QA
 

Similar to How to double success rate of pediatric trials?

Dancey Clinical Trials Vancouver Dancey 20110302 Final.Ppt [Compatibility Mode]
Dancey Clinical Trials Vancouver Dancey 20110302 Final.Ppt [Compatibility Mode]Dancey Clinical Trials Vancouver Dancey 20110302 Final.Ppt [Compatibility Mode]
Dancey Clinical Trials Vancouver Dancey 20110302 Final.Ppt [Compatibility Mode]Warren Hamilton
 
Innovation in Phase 1 Clinical Development
Innovation in Phase 1 Clinical DevelopmentInnovation in Phase 1 Clinical Development
Innovation in Phase 1 Clinical DevelopmentElisa_Ramella
 
Pharmaceutical Product & Process Design & Quality
Pharmaceutical Product & Process Design & QualityPharmaceutical Product & Process Design & Quality
Pharmaceutical Product & Process Design & QualityAjaz Hussain
 
Session 6 part 2
Session 6 part 2Session 6 part 2
Session 6 part 2plmiami
 
Stages of scale up process mparm 1st year pharmaceutical process chemistry
Stages of scale up process mparm 1st year pharmaceutical process chemistryStages of scale up process mparm 1st year pharmaceutical process chemistry
Stages of scale up process mparm 1st year pharmaceutical process chemistryDhanashreeSarwan
 
BioDiscovery Solutions for Future
BioDiscovery Solutions for FutureBioDiscovery Solutions for Future
BioDiscovery Solutions for Futurecontactmeasif
 
Biomarkers to Diagnostics – The Essential Tool Box for Drug Development - Joh...
Biomarkers to Diagnostics – The Essential Tool Box for Drug Development - Joh...Biomarkers to Diagnostics – The Essential Tool Box for Drug Development - Joh...
Biomarkers to Diagnostics – The Essential Tool Box for Drug Development - Joh...Life Sciences Network marcus evans
 
Drug Discovery & Development Overview
Drug Discovery & Development OverviewDrug Discovery & Development Overview
Drug Discovery & Development OverviewMikeSumner
 
Cell Based Assays Americas (2012)
Cell Based Assays Americas (2012)Cell Based Assays Americas (2012)
Cell Based Assays Americas (2012)shad121
 
Covance Drug Development Journey Map
Covance Drug Development Journey MapCovance Drug Development Journey Map
Covance Drug Development Journey MapCovance
 
Pharma Clinical Affairs Excellence Research Summary
Pharma Clinical Affairs Excellence Research SummaryPharma Clinical Affairs Excellence Research Summary
Pharma Clinical Affairs Excellence Research SummaryBest Practices
 
MDC Connects: How to Get your Molecule into Humans
MDC Connects: How to Get your Molecule into HumansMDC Connects: How to Get your Molecule into Humans
MDC Connects: How to Get your Molecule into HumansMedicines Discovery Catapult
 
Project Management In Pharmaceutical Industry
Project Management In Pharmaceutical IndustryProject Management In Pharmaceutical Industry
Project Management In Pharmaceutical IndustryMegha Kotak, PMP
 
From In Silco to In Vivo – Modeling and Simulation Technologies, a Tool for O...
From In Silco to In Vivo – Modeling and Simulation Technologies, a Tool for O...From In Silco to In Vivo – Modeling and Simulation Technologies, a Tool for O...
From In Silco to In Vivo – Modeling and Simulation Technologies, a Tool for O...Life Sciences Network marcus evans
 
U.S. Sales Communications Excellence: Resources, Structure and Processes to O...
U.S. Sales Communications Excellence: Resources, Structure and Processes to O...U.S. Sales Communications Excellence: Resources, Structure and Processes to O...
U.S. Sales Communications Excellence: Resources, Structure and Processes to O...Best Practices
 

Similar to How to double success rate of pediatric trials? (20)

Optimizing Preclinical Proof of Concept
Optimizing Preclinical Proof of ConceptOptimizing Preclinical Proof of Concept
Optimizing Preclinical Proof of Concept
 
Dancey Clinical Trials Vancouver Dancey 20110302 Final.Ppt [Compatibility Mode]
Dancey Clinical Trials Vancouver Dancey 20110302 Final.Ppt [Compatibility Mode]Dancey Clinical Trials Vancouver Dancey 20110302 Final.Ppt [Compatibility Mode]
Dancey Clinical Trials Vancouver Dancey 20110302 Final.Ppt [Compatibility Mode]
 
Innovation in Phase 1 Clinical Development
Innovation in Phase 1 Clinical DevelopmentInnovation in Phase 1 Clinical Development
Innovation in Phase 1 Clinical Development
 
E Sampling Summary
E Sampling SummaryE Sampling Summary
E Sampling Summary
 
E-Sampling Report Summary
E-Sampling Report SummaryE-Sampling Report Summary
E-Sampling Report Summary
 
Pharmaceutical Product & Process Design & Quality
Pharmaceutical Product & Process Design & QualityPharmaceutical Product & Process Design & Quality
Pharmaceutical Product & Process Design & Quality
 
Session 6 part 2
Session 6 part 2Session 6 part 2
Session 6 part 2
 
Stages of scale up process mparm 1st year pharmaceutical process chemistry
Stages of scale up process mparm 1st year pharmaceutical process chemistryStages of scale up process mparm 1st year pharmaceutical process chemistry
Stages of scale up process mparm 1st year pharmaceutical process chemistry
 
BioDiscovery Solutions for Future
BioDiscovery Solutions for FutureBioDiscovery Solutions for Future
BioDiscovery Solutions for Future
 
Biomarkers to Diagnostics – The Essential Tool Box for Drug Development - Joh...
Biomarkers to Diagnostics – The Essential Tool Box for Drug Development - Joh...Biomarkers to Diagnostics – The Essential Tool Box for Drug Development - Joh...
Biomarkers to Diagnostics – The Essential Tool Box for Drug Development - Joh...
 
Drug Discovery & Development Overview
Drug Discovery & Development OverviewDrug Discovery & Development Overview
Drug Discovery & Development Overview
 
Cell Based Assays Americas (2012)
Cell Based Assays Americas (2012)Cell Based Assays Americas (2012)
Cell Based Assays Americas (2012)
 
Covance Drug Development Journey Map
Covance Drug Development Journey MapCovance Drug Development Journey Map
Covance Drug Development Journey Map
 
Pharma Clinical Affairs Excellence Research Summary
Pharma Clinical Affairs Excellence Research SummaryPharma Clinical Affairs Excellence Research Summary
Pharma Clinical Affairs Excellence Research Summary
 
MDC Connects: How to Get your Molecule into Humans
MDC Connects: How to Get your Molecule into HumansMDC Connects: How to Get your Molecule into Humans
MDC Connects: How to Get your Molecule into Humans
 
Intro To Adaptive Design
Intro To Adaptive DesignIntro To Adaptive Design
Intro To Adaptive Design
 
Project Management In Pharmaceutical Industry
Project Management In Pharmaceutical IndustryProject Management In Pharmaceutical Industry
Project Management In Pharmaceutical Industry
 
From In Silco to In Vivo – Modeling and Simulation Technologies, a Tool for O...
From In Silco to In Vivo – Modeling and Simulation Technologies, a Tool for O...From In Silco to In Vivo – Modeling and Simulation Technologies, a Tool for O...
From In Silco to In Vivo – Modeling and Simulation Technologies, a Tool for O...
 
PQRS-CCK (ICH- Q1) March 2017
PQRS-CCK (ICH- Q1) March 2017PQRS-CCK (ICH- Q1) March 2017
PQRS-CCK (ICH- Q1) March 2017
 
U.S. Sales Communications Excellence: Resources, Structure and Processes to O...
U.S. Sales Communications Excellence: Resources, Structure and Processes to O...U.S. Sales Communications Excellence: Resources, Structure and Processes to O...
U.S. Sales Communications Excellence: Resources, Structure and Processes to O...
 

How to double success rate of pediatric trials?

  • 1. How to Double Success Rate of Pediatric Trials? Simulate2Design Joga Gobburu Model4Approval Division of Pharmacometrics Office of Clinical Pharmacology Office of Translational Sciences, CDER/FDA 1 jogarao.gobburu@fda.hhs.gov
  • 2. Model4Approval How to Double Success Rate of Pediatric Trials? Joga Gobburu Simulate2Design Division of Pharmacometrics Office of Clinical Pharmacology Office of Translational Sciences, CDER/FDA 2 jogarao.gobburu@fda.hhs.gov
  • 3. Learn-Apply Approach to Pediatric Drug Development Power PK Study (20% SE) Sample size, Sampling Simulate2Design Power Registration study Dose range selection, Endpoints, Analyses Exposure-response to Model4Approval Support Approval & Dosing 3 Gobburu, Pediatric advisory committee meeting, 2009 Liu, Oncology advisory committee meeting, 2010
  • 4. Pediatric Exclusivity Program 400 350 360 Statistics WR Labeling 300 250 Good improvement in pediatric 200 159 information available after 2002. Next 150 100 phase is to ‘learn-apply’ this experience 50 to further improve quality of ped trials 0 Pediatric Submissions (N) Age range 100 No S/E New Safety 80 Dosing Ped Formulation 60 Extemporaneous Safety reporting 40 20 0 4 Labeling Changes (N of 159)
  • 5. 50% of Late Trials Fail 5 Source: N Singh, McKinsey
  • 6. 50% Trials Fail – Even for Pediatrics 6
  • 7. FDA Pharmacometrics 2020: Strategic Goals Train 20 Pharmacometricians International Harmonization -Technical track -Share expertise between global -Disease track regulatory bodies -Drug development track Implement 15 Standard Templates Integrated Quantitative CP Summary -Develop disease specific data, -All NDAs should have exposure- analysis standards response analyses -Expect industry to follow Design by Simulation: 100% Pediatric Studies Develop 5 Disease Models -Create public disease model library -Leverage prior knowledge to design Pediatrics Written Request trials 7
  • 8. Learn-Apply • ‘Learning’ is the process of transforming information (here clinical trial data) into generalizable knowledge. • ‘Applying’ is the process of utilizing the knowledge to make a decision. – Confirmation of effectiveness is one of such decisions, not the sole. – Others include dose selection, understanding time- course of drug effects, biomarker-outcome relationships, etc. – According to this principle, at the end of each trial scientists must learn what worked and what did not. • Learn-apply paradigm must become part of the critical path process. 8 Gobburu, ASCPT, Meet the Experts, 2008
  • 9. Learn-Apply Approach to Model4Approval Pediatric Drug Development Protocol Simulate2Design Trial Quantitative Data drug-disease-trial model Adults, peds 9
  • 10. Quantitative Clinical Pharmacology can Lead the Improvement of Pediatric Programs 10
  • 11. Learn-Apply Approach to Pediatric Drug Development Power PK Study (20% SE) Sample size, Sampling Simulate2Design Power Registration study Dose range selection, Endpoints, Analyses Exposure-response to Model4Approval Support Approval & Dosing 11 Gobburu, Pediatric advisory committee meeting, 2009 Liu, Oncology advisory committee meeting, 2010
  • 12. Model4Approval References • Bhattaram VA, Bonapace C, Chilukuri DM, Duan JZ, Garnett C, Gobburu JV, Jang SH, Kenna L, Lesko LJ, Madabushi R, Men Y, Powell JR, Qiu W, Ramchandani RP, Tornoe CW, Wang Y and Zheng JJ (2007) Impact of pharmacometric reviews on new drug approval and labeling decisions--a survey of 31 new drug applications submitted between 2005 and 2006. Clin Pharmacol Ther 81:213-221. • Booth BP, Rahman A, Dagher R, Griebel D, Lennon S, Fuller D, Sahajwalla C, Mehta M and Gobburu JV (2007) Population pharmacokinetic-based dosing of intravenous busulfan in pediatric patients. J Clin Pharmacol 47:101-111. • Gobburu JV and Lesko LJ (2009) Quantitative disease, drug, and trial models. Annu Rev Pharmacol Toxicol 49:291-301. • Jadhav PR, Burckart G.J., Lesko LJ and Gobburu JV (2010b) Paediatric Drug Development and Clinical Pharmacology. Drug Development In press. • Jadhav PR, Zhang J and Gobburu JV (2009) Leveraging prior quantitative knowledge in Simulate2Design guiding pediatric drug development: a case study. Pharm Stat 8:216-224. • Li F, Nandy P, Chien S, Noel GJ, and Tornoe CW (2009) Pharmacometrics-based dose selection of levofloxacin as a treatment for post-exposure inhalational anthrax in children Antimicrobial Agents and Chemotherapy doi:10.1128/ACC.00667-09:1-21. • Madabushi R, Cox D, Hossain M, Boyle DA, Patel BR, Young G and Choi YM (2010) Pharmacokinetic and pharmacodynamic basis for effective argatroban dosing in pediatrics. Journal of pediatrics In press. • Tornoe CW, Tworzyanski JJ, Imoisili MA, Alexander JJ, Korth-Bradley JM and Gobburu JV (2007) Optimising piperacillin/tazobactam dosing in paediatrics. Int J Antimicrob Agents 30:320-324. 12
  • 13. Acknowledgements • Pediatric Working Group – OCP • Pravin Jadhav, Gil Burckart, Raj Madabushi • Division of Pharmacometrics 13 jogarao.gobburu@fda.hhs.gov
  • 14. Interested in Fellowship? • If you are interested in a fellowship with the Division of Pharmacometrics, OCP/OTS/CDER/FDA please send your resume to: • Jeffrey J. Tworzyanski, Pharm.D. CDR, U.S. Public Health Service OTS/OCP/Pharmacometrics U.S. Food and Drug Administration Center for Drug Evaluation and Research E-mail: jeffrey.tworzyanski@fda.hhs.gov Telephone: (301) 796-1617 FAX: (301) 847-8720 14