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PK/PD Reporting and Analysis Services (RAS) January 2009 Mark L.J. Reimer, PhD Senior Director Reporting and Analysis Services Pharsight Corporation [email_address]
What Are Pharsight Capabilities? One theme:   Efficient Drug Development   Software Enterprise and desktop products for analyzing, presenting and storing drug development data. Improve productivity and compliance Strategic Consulting  Services (SCS) Consulting expertise in model-based drug development and decision-making. Quantify your decision-making Metadata Modeling-ready data sets complied by experts from public source medical & scientific literature. Understand the competitive landscape PK/PD Reporting and Analysis Services (RAS) High quality NCA, Population PK/PD Analysis and Reporting. Outsource PK/PD Analysis and Clinical Study Report Writing Training A variety of courses teaching Pharsight software tools and model-based drug development skills. Build your capabilities
Who Are Pharsight Customers? This is a sample from Pharsight's customer base which includes all Top 50 Pharmaceutical companies.
Where Is Our Strategic Focus? We provide tools and services that help our customers increase drug development efficiency, with a particular focus on the decisions occurring within the FDA’s “critical path.” 5000 250 5 1 Discovery Pre-Clinical Clinical Approval $23B 1  Dimasi, et al, "The price of innovation: new estimates of drug development costs," Journal of Health Economics, 22:2, March 2003 2  2005 PAREXEL R&D Statistical Sourcebook from Bain and In Vivo 3  2002 Estimated Global Pharma and Biotech R&D Spending by Category:  BioPharm International, March 2003  4  PhRMA 2003 Industry Profile, March 2003 $48B The Critical Path except where noted all numbers are estimates for industry totals per year 3,4 Average time and cost per approved compound:8 years and $524M 1,2
PK/PD Expertise in Early Drug Development
How Can RAS Help You? ,[object Object],[object Object],Time of Analysis ,[object Object],[object Object],[object Object],[object Object],Regulatory Compliance ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Qualified Scientists performing PK/PD Analyses and Report Writing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Preclinical ,[object Object],[object Object],Phase I ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Phase II ,[object Object],[object Object],Cmax AUC 0-t Total drug exposure (AUC 0-inf ) CL = Dose / AUCinf  IV CL/F = Dose / AUCinf  PO Vss = CL x MRT  IV Varea/F = Dose / AUCinf x   z   PO 0 24 48 Time (h) 0.6 Plasma Concentration (ng/mL) 0 1.2 PK/PD Expertise in Early Drug Development
PK/PD Expertise in Early Drug Development Correlation ,[object Object],[object Object],[object Object],[object Object],0 150 300 time (min) 50% Percent Dissolved 0 100% In Vitro 0 30 60 time (hr) 0.6 Cp (ug/ml) 0 1.2 In Vivo 0 0.5 1 In Vitro Release (%) 0.5 In Vivo Release (%) 0 1 Fastest Fast Medium Slow Fastest Fast Medium Slow
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],PK/PD Expertise in Early Drug Development Model Build-Up Covariate Analysis and Model Validation Simulations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],PK/PD Expertise in Early Drug Development
WinNonlin AutoPilot™ - High Throughput Analysis to Save Time and Money
AutoPilot Overview AutoPilot AutoPilot automates  the creation of high-quality  graphs  and  tables  from PK analyses for use in  regulatory reports ,  internal reports  and  presentations . ,[object Object],[object Object],[object Object],[object Object],[object Object],3 rd  Party Tool ,[object Object],[object Object],Excel Tables SigmaPlot Graphs Regulatory and Internal Reports WNL Output WinNonlin ,[object Object],[object Object],[object Object],.pmo PK data .pmo
Supports Majority of Study Types AutoPilot provides a study design and attribute selection architecture that allows a high level of flexibility. Study Design ,[object Object],[object Object],[object Object],[object Object],[object Object],Parallel ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Select: Multiple Dose IV Bolus Urine Plasma Matrix Trough IV Infusion Single Dose Extravascular Dosing Regimen Dosing Route
Operational and Strategic Benefits of using AutoPilot ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Most simply, AutoPilot’s value is the  time saved  in producing PK reports.  1  Powell, et al, “Releasing the Human Spirit in Developing Drugs,” Int J Pharm Med 2004: 18(1): 13-17
Efficiency of Working with RAS  &  AutoPilot 3 day gain ~75% gain (3/4) in efficiency   Preclinical Example 1 day 4 days Total Not Required 1.0 day QA Audit of Tables and Figures 0.5 day 0.5 day QA Audit of WinNonlin Analysis QA Instantaneous 2 days Generation of Tables and Figures 0.5 day 0.5 day Calculation of PK parameters  in Monkeys WinNonlin and AutoPilot WinNonlin and Manual Creation of Tables and Figures Activities
Efficiency of Working with RAS  &  AutoPilot 15 day gain ~75% gain (15/20) in efficiency   Clinical Example 5 days 20 days Total Not Required 4 days QA Audit of Tables and Figures 1 day 1 day QA Audit of WinNonlin Analysis QA 0.25 day 4 days Urine Data – Metabolite 0.25 day 4 days Urine Data – Parent 0.25 day 2 days Plasma Data – Metabolite 0.25 day 2 days Plasma Data – Parent Generation of Tables and Figures 1 day 1 day Urine Data – Metabolite 1 day 1 day Urine Data – Parent 0.5 day 0.5 day Plasma Data – Metabolite 0.5 day 0.5 day Plasma Data – Parent Calculation of PK parameters  WinNonlin and AutoPilot WinNonlin and Manual Creation of Tables and Figures Activity
Automated TFLs, Executive Summary & Review Non-Automated NCA and TFLs Approach AutoPilot TFLs 20% 2- Distribution and Review  of Executive Summary Distribution  of TFLs 1- Distribution  of TFLs Executive Summary  20% 60% 1-Typical Non-Automated NCA and TFLs 2- Automated TFLs, Executive Summary & Review Decision-Making 20% 20%
Applications of Modeling and Simulations
Modeling and Simulations: Structural Model Discrimination 1-Compartment 2-Compartment 3-Compartment Various compartmental models will be constructed (e.g., 1-, 2-, 3-compartment models) and their performance will be evaluated statistical estimator to assess their goodness-of-fit.
Model Discrimination: Compartmental Analysis ,[object Object],Time (h) Concentration (ng/mL) CL = 26 L/h POP PK model:  Population CL = 26 ± 4 L/h
Structural Model Discrimination: Visual Tool
Simulations According to Different Scenarios Time (h) Concentration (ng/mL) ,[object Object],[object Object],[object Object],[object Object],Steady State Concentrations:  Higher Dose Levels , Same Frequency Supra-Therapeutic Sub-Therapeutic Therapeutic
Simulations According to Different Scenarios Time (h) Concentration (ng/mL) ,[object Object],[object Object],[object Object],[object Object],Steady State Concentrations:  Loading Dose ,  Same Frequency
Simulations According to Different Scenarios Time (h) Concentration (ng/mL) ,[object Object],[object Object],[object Object],[object Object],Steady State Concentrations: Same Dose Levels,  Longer Infusion
Optimal Sampling Strategy ,[object Object],[object Object],[object Object],[object Object],[object Object]
Optimal Sampling Strategy CL Vc CLd Vp
[object Object],Optimal Blood Sampling Strategies: Modeling Time (h) Concentration (ng/mL) Concentration (ng/mL) Time (h) Sparse Very Sparse CL/F = 22 L/h CL/F = 28 L/h Drug Exposure Drug Exposure
Why Pharsight RAS? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Pharsight RAS Expertise

  • 1. PK/PD Reporting and Analysis Services (RAS) January 2009 Mark L.J. Reimer, PhD Senior Director Reporting and Analysis Services Pharsight Corporation [email_address]
  • 2. What Are Pharsight Capabilities? One theme: Efficient Drug Development Software Enterprise and desktop products for analyzing, presenting and storing drug development data. Improve productivity and compliance Strategic Consulting Services (SCS) Consulting expertise in model-based drug development and decision-making. Quantify your decision-making Metadata Modeling-ready data sets complied by experts from public source medical & scientific literature. Understand the competitive landscape PK/PD Reporting and Analysis Services (RAS) High quality NCA, Population PK/PD Analysis and Reporting. Outsource PK/PD Analysis and Clinical Study Report Writing Training A variety of courses teaching Pharsight software tools and model-based drug development skills. Build your capabilities
  • 3. Who Are Pharsight Customers? This is a sample from Pharsight's customer base which includes all Top 50 Pharmaceutical companies.
  • 4. Where Is Our Strategic Focus? We provide tools and services that help our customers increase drug development efficiency, with a particular focus on the decisions occurring within the FDA’s “critical path.” 5000 250 5 1 Discovery Pre-Clinical Clinical Approval $23B 1 Dimasi, et al, "The price of innovation: new estimates of drug development costs," Journal of Health Economics, 22:2, March 2003 2 2005 PAREXEL R&D Statistical Sourcebook from Bain and In Vivo 3 2002 Estimated Global Pharma and Biotech R&D Spending by Category: BioPharm International, March 2003 4 PhRMA 2003 Industry Profile, March 2003 $48B The Critical Path except where noted all numbers are estimates for industry totals per year 3,4 Average time and cost per approved compound:8 years and $524M 1,2
  • 5. PK/PD Expertise in Early Drug Development
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  • 11. WinNonlin AutoPilot™ - High Throughput Analysis to Save Time and Money
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  • 15. Efficiency of Working with RAS & AutoPilot 3 day gain ~75% gain (3/4) in efficiency Preclinical Example 1 day 4 days Total Not Required 1.0 day QA Audit of Tables and Figures 0.5 day 0.5 day QA Audit of WinNonlin Analysis QA Instantaneous 2 days Generation of Tables and Figures 0.5 day 0.5 day Calculation of PK parameters in Monkeys WinNonlin and AutoPilot WinNonlin and Manual Creation of Tables and Figures Activities
  • 16. Efficiency of Working with RAS & AutoPilot 15 day gain ~75% gain (15/20) in efficiency Clinical Example 5 days 20 days Total Not Required 4 days QA Audit of Tables and Figures 1 day 1 day QA Audit of WinNonlin Analysis QA 0.25 day 4 days Urine Data – Metabolite 0.25 day 4 days Urine Data – Parent 0.25 day 2 days Plasma Data – Metabolite 0.25 day 2 days Plasma Data – Parent Generation of Tables and Figures 1 day 1 day Urine Data – Metabolite 1 day 1 day Urine Data – Parent 0.5 day 0.5 day Plasma Data – Metabolite 0.5 day 0.5 day Plasma Data – Parent Calculation of PK parameters WinNonlin and AutoPilot WinNonlin and Manual Creation of Tables and Figures Activity
  • 17. Automated TFLs, Executive Summary & Review Non-Automated NCA and TFLs Approach AutoPilot TFLs 20% 2- Distribution and Review of Executive Summary Distribution of TFLs 1- Distribution of TFLs Executive Summary 20% 60% 1-Typical Non-Automated NCA and TFLs 2- Automated TFLs, Executive Summary & Review Decision-Making 20% 20%
  • 18. Applications of Modeling and Simulations
  • 19. Modeling and Simulations: Structural Model Discrimination 1-Compartment 2-Compartment 3-Compartment Various compartmental models will be constructed (e.g., 1-, 2-, 3-compartment models) and their performance will be evaluated statistical estimator to assess their goodness-of-fit.
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