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Rare Diseases Experience as a Model to Critically Affect Innovation in Biomarker Strategy and Precision Medicine Moderator Candida Fratazzi MD  Speakers Claudio Carini, PhD, FRCPath GioraFeuerstein MD, MSc. F.A.H.A.  Mark TrusheimPhD  Colin Williams PhD
Precision Medicine The  Time is now Claudio Carini, MD, PhD, FRCPathPfizer Inc.
Drug Development is a lengthy, high- attrition process More Spending – Less Apparent Productivity and Innovation?
What is missing? Biomarkers
Biomarker Definition A molecule that indicates  an alteration of the physiological state of an individual in  relationship to health or disease state,  drug treatment, toxins etc Biomarkers are by virtue of their short term availability predictors of long term     events
Why Biomarkers are Important in Medicine? Staging or Severityof Disease Patient/Subject Selection Safety/Prediction of AE Prognosis of TX intervention Patient/Subject Selection Discriminate Health from Disease Stage Monitoring ClinicalResponse to Therapy
The Elephant in the Room Putting it all together Understanding  A multi - ” omics ” Qualified Biology Strategy Biomarkers Genechip Target n It ’ s It ’ s UC UC Efficacy n RT - PCR PK/PD n It ’ s It ’ s IHC RA RA Safety/ /Tox It ’ s It ’ s n It ’ s It ’ s SLE SLE AS AS Flow  Mechanism n cytometry Pharmacology n Molecular  imaging Disease progression n It ’ s It ’ s It ’ s It ’ s Classification Protein  n JIA JIA analysis CD CD Precision Medicine n Mass  Understanding  Spectrometry Drug PK/PD Proteomics  profiling
Biomarkers: Potential Guides to Effectiveness and Safety The -omics Clinical New study paradigms* Experimental human biology Imaging An Integrated Approach Proteomics Pharmacogenetics Metabonomics
Building Bridges Between Research and Clinical Development Exchange of Information Biomarkers - PK - PG - Experimental CP
Preclinical Animal  Testing Biomarkers Compounds Biomarkers Connect Discovery and Clinical Research Clinical  Medicine Clinical Research  Phases Discovery & Preclinical Phases ,[object Object],Qualified  Compounds ,[object Object],Enrichment Strategies Omics,  Screening  Based on  Cellular ,  Physiologic Models, Driven by  Target Population Analysis Diagnostic  tests Patient samples Missing?  Impact on clinical medicine Bench to Bedside
What Patients Expect Today and More So in The Future? BIOMARKERS Drugs that work Drugs that are safe Doses that are right  	for me 12
A fit-for-Purpose Biomarker Qualified Biomarker Clinical endpoints  Biology A qualified biomarker must link a biomarker with biology and clinical end-points 13
Why Do we Need Biomarkers? To treat diseases more effectively: Disease Biomarkers Disease BM will enable the: 1. Differentiation/stratification of otherwise similar disease states 2. Better identifies which disease states are more responsible to the study drug 3. Evaluation of disease susceptibility 4. Treat high risk pts before the onset of symptoms 5. Tracking disease progression To predict clinical efficacy: Patient Selection BM Patient BM will provide: 1. Explain why Pts are responding differently to different drugs 2. Basis for differentiating “high responders” from “low responders” 3. To target “ high responders” who stand better chances of success
What is Personalized Medicine? 15
Major Drugs Ineffective for Many… Beneficial to Some 16
Harmful to Others 17
[object Object]
Why do individuals require different doses?
Why do some experience AE after taking the drug?
Genetic variation of the drug target gene
Genetic variation in the biochemical pathways affected by the drug
Genetic and genomic factors related to the etiology of the disorder
Other factors (age, sex, diet, environment ...)Pharmacogeneticslooks at inherited factors that may influence these differences.
Responders Non-Responders Adverse Drug  Events Current Treatments Take Little Account of Human Variation
Personalized Medicine Foresees Greater Use of Diagnostics in Therapeutic Decision Making Responders Non-Responders Adverse Drug Events Choose the RIGHT DRUGat the RIGHT DOSEfor the RIGHT PERSON A B Dx Test C
21 Why is Personalized Medicine Important? ,[object Object]
2.2 million people are hospitalized and 100,000 deaths occur each year due to adverse effects of prescription drugs
To better treat disease:
Development of predictive markers would allow for earlier treatment
To identify novel drug targets:
 Current drugs are based on less than 500 targets. ,[object Object]
Six Blinded Scientists Examining an Elephant Translational Medicine: the lacking piece of the puzzle 23
24 Thank You Questions?
Gene discovery and genomic prediction of Atherosclerosis disease states and susceptibility
26
Biomarkers In Drug Discovery and Development:  Orphan Diseases and Orphan Therapeutics Giora Feuerstein MD FARMACON LLC  Washington DC June 28, 2011
…and its getting worse Translational Medicine in Pharmaceutical Industry:  from “nice to have” to “do or die”
Translational Medicine in Pharmaceutical Industry: from “nice to have” to “do or die” ,[object Object]
From “Bench to Bed and Bed to Bench” (BB2)
  Identification, validation and implementation of Biomarkersin lieu of clinical end-points
Harmonize and Rationalize Pre-clinical Research, Safety/ADME and Early Clinical Development ,[object Object]
 Biomarkers that define the direct interaction of the compound with its discrete target
 Biomarkers that define consequencesof compound interaction with the target relative to PK
 Biomarkers that correlatewith disease    (initiation, progression, regression, remission, relapse or modification) ,[object Object],Target/Compound Interaction Pharmacodynamic Activity (PK/PD) Disease Biomarker & Disease Modification Patient selection and Stratification Biomarkers: A Utilitarian Classification
PK/PD Biomarkers in Orphan Disease  show the way ,[object Object]
 Rare genetic disorder provides  biomarkers that ‘pave the way’ for target validation
The case of anti-IL-1b development for RA
 PK/PD- Biomarkers
Bayesian methodology
Target validation in M-W syndrome
Registration for Rheumatoid arthritis,[object Object]
Diabetes drugs are available but unmet medical need high
Insulin injection is the ultimate treatment in chronic diabetes
 Insulin sensitivity drugs (TZDs) of limited efficacy and carry safety issues
 11beta-HSD-1 inhibitors have the potential to improve insulin sensitivity
 Neuro-endocrine liabilities observed with all HSD-1 inhibitors,[object Object]
Visceral Fat SubQ Fat D4-Cortisol/D3-Cortisol Translational Medicine Issue: Can 11beta-HSD-1 inhibitors reduce peripheral tissue local cortisol and reduce tissue IR w/o activating the HPA The “Killer Study” HSD1 inhibitors  can reduce IR w/o change in plasma cortisol ,[object Object]
Tissue cortisol production is significant
In non-diabetics:
 Liver:   Major source (~90%) of splanchniccortisol release into the circulation
SubQ fat:   Account for ~10% of cortisol release

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Rare Diseases Provide Insights Into Biomarkers and Precision Medicine Development

  • 1. Rare Diseases Experience as a Model to Critically Affect Innovation in Biomarker Strategy and Precision Medicine Moderator Candida Fratazzi MD Speakers Claudio Carini, PhD, FRCPath GioraFeuerstein MD, MSc. F.A.H.A. Mark TrusheimPhD Colin Williams PhD
  • 2. Precision Medicine The Time is now Claudio Carini, MD, PhD, FRCPathPfizer Inc.
  • 3. Drug Development is a lengthy, high- attrition process More Spending – Less Apparent Productivity and Innovation?
  • 4.
  • 5. What is missing? Biomarkers
  • 6. Biomarker Definition A molecule that indicates an alteration of the physiological state of an individual in relationship to health or disease state, drug treatment, toxins etc Biomarkers are by virtue of their short term availability predictors of long term events
  • 7. Why Biomarkers are Important in Medicine? Staging or Severityof Disease Patient/Subject Selection Safety/Prediction of AE Prognosis of TX intervention Patient/Subject Selection Discriminate Health from Disease Stage Monitoring ClinicalResponse to Therapy
  • 8. The Elephant in the Room Putting it all together Understanding A multi - ” omics ” Qualified Biology Strategy Biomarkers Genechip Target n It ’ s It ’ s UC UC Efficacy n RT - PCR PK/PD n It ’ s It ’ s IHC RA RA Safety/ /Tox It ’ s It ’ s n It ’ s It ’ s SLE SLE AS AS Flow Mechanism n cytometry Pharmacology n Molecular imaging Disease progression n It ’ s It ’ s It ’ s It ’ s Classification Protein n JIA JIA analysis CD CD Precision Medicine n Mass Understanding Spectrometry Drug PK/PD Proteomics profiling
  • 9. Biomarkers: Potential Guides to Effectiveness and Safety The -omics Clinical New study paradigms* Experimental human biology Imaging An Integrated Approach Proteomics Pharmacogenetics Metabonomics
  • 10. Building Bridges Between Research and Clinical Development Exchange of Information Biomarkers - PK - PG - Experimental CP
  • 11.
  • 12. What Patients Expect Today and More So in The Future? BIOMARKERS Drugs that work Drugs that are safe Doses that are right for me 12
  • 13. A fit-for-Purpose Biomarker Qualified Biomarker Clinical endpoints Biology A qualified biomarker must link a biomarker with biology and clinical end-points 13
  • 14. Why Do we Need Biomarkers? To treat diseases more effectively: Disease Biomarkers Disease BM will enable the: 1. Differentiation/stratification of otherwise similar disease states 2. Better identifies which disease states are more responsible to the study drug 3. Evaluation of disease susceptibility 4. Treat high risk pts before the onset of symptoms 5. Tracking disease progression To predict clinical efficacy: Patient Selection BM Patient BM will provide: 1. Explain why Pts are responding differently to different drugs 2. Basis for differentiating “high responders” from “low responders” 3. To target “ high responders” who stand better chances of success
  • 15. What is Personalized Medicine? 15
  • 16. Major Drugs Ineffective for Many… Beneficial to Some 16
  • 18.
  • 19. Why do individuals require different doses?
  • 20. Why do some experience AE after taking the drug?
  • 21. Genetic variation of the drug target gene
  • 22. Genetic variation in the biochemical pathways affected by the drug
  • 23. Genetic and genomic factors related to the etiology of the disorder
  • 24. Other factors (age, sex, diet, environment ...)Pharmacogeneticslooks at inherited factors that may influence these differences.
  • 25. Responders Non-Responders Adverse Drug Events Current Treatments Take Little Account of Human Variation
  • 26. Personalized Medicine Foresees Greater Use of Diagnostics in Therapeutic Decision Making Responders Non-Responders Adverse Drug Events Choose the RIGHT DRUGat the RIGHT DOSEfor the RIGHT PERSON A B Dx Test C
  • 27.
  • 28. 2.2 million people are hospitalized and 100,000 deaths occur each year due to adverse effects of prescription drugs
  • 29. To better treat disease:
  • 30. Development of predictive markers would allow for earlier treatment
  • 31. To identify novel drug targets:
  • 32.
  • 33. Six Blinded Scientists Examining an Elephant Translational Medicine: the lacking piece of the puzzle 23
  • 34. 24 Thank You Questions?
  • 35. Gene discovery and genomic prediction of Atherosclerosis disease states and susceptibility
  • 36. 26
  • 37. Biomarkers In Drug Discovery and Development: Orphan Diseases and Orphan Therapeutics Giora Feuerstein MD FARMACON LLC Washington DC June 28, 2011
  • 38. …and its getting worse Translational Medicine in Pharmaceutical Industry: from “nice to have” to “do or die”
  • 39.
  • 40. From “Bench to Bed and Bed to Bench” (BB2)
  • 41. Identification, validation and implementation of Biomarkersin lieu of clinical end-points
  • 42.
  • 43. Biomarkers that define the direct interaction of the compound with its discrete target
  • 44. Biomarkers that define consequencesof compound interaction with the target relative to PK
  • 45.
  • 46.
  • 47. Rare genetic disorder provides biomarkers that ‘pave the way’ for target validation
  • 48. The case of anti-IL-1b development for RA
  • 51. Target validation in M-W syndrome
  • 52.
  • 53. Diabetes drugs are available but unmet medical need high
  • 54. Insulin injection is the ultimate treatment in chronic diabetes
  • 55. Insulin sensitivity drugs (TZDs) of limited efficacy and carry safety issues
  • 56. 11beta-HSD-1 inhibitors have the potential to improve insulin sensitivity
  • 57.
  • 58.
  • 59. Tissue cortisol production is significant
  • 61. Liver: Major source (~90%) of splanchniccortisol release into the circulation
  • 62. SubQ fat: Account for ~10% of cortisol release
  • 63.
  • 64. What We Mean by Stratified Medicine Matching therapies to patient sub-populations with clinical biomarkers Objective: Do more good (efficacy) or avoid ill (adverse reactions) Clinical Biomarkers -- beyond genotyping Molecular (gene expression, proteomic, biochemical) Imaging Clinical observation Patient self-reporting Clinical Biomarkers: Any information which shows a reliable, predictive correlation to differential patient responses
  • 65. The Patient Therapeutic Continuum: Stratified Medicines are not “Personalized” Nature Reviews Drug Discovery: April 2007
  • 66. Orphan Drugs Demonstrate Economic Potential Stratified Medicines Increasingly Approaching Orphan sizes (thousands of patients, average yearly price in $thousands)
  • 67. Comparing Orphan and Stratified Medicines Orphan Stratified Known mechanism & marker Small population Strong patient and provider networks Modest payer impact Known mechanism & marker May be small or large population Perhaps unrecognized strata and no networks Modest payer impact for one, but large if entire field (like oncology) stratifies
  • 68. When are Orphan Drugs Good Models for Stratified Economics? Stratification creates a small population Strong patient advocacy exists Clinical trial and regulatory models for small populationsBUT Market exclusivity and lower competition may not apply Payer concern that a large stratified condition is not ‘rare’10% of all Alzheimer’s patients is a lot of patients, and cost.
  • 69. Orphans Modeling Stratified Medicines: Expect Price and Profitability Premiums? Supporting Arguments Stratified medicines will perform substantially better for their target populations than alternative treatments (assumption) Recently introduced therapies have commanded price premiums: biologics, stratified medicines, adjuvant therapies Payers have formal or informal policies to “pay for performance” Counter Arguments Limited payer ability to afford increased costs Diagnostics will siphon profitability Multiple entrants in new “stratified” drug classes will lower prices Analytical Task Develop a Performance Differential/Price Premium curve by examining price premiums obtained in the market today by “classic” therapies LIKE ORPHAN DRUGS Price Premium Performance Differential
  • 70. Orphans Modeling Stratified Medicines: Development Processes Opportunities Strong patient and provider networks to enable clinical trials Novel clinical trial designs to accommodate few patients available can speed development and lower costs Potentially more rapid entry into man based on strong mechanism understanding and high need Challenges Need to develop and validate biomarker lower since embedded in diagnosis Regulatory skepticism that stratification is tactic to avoid ‘gold standard’ clinical trials Clinical Trial Size Biomarker Driven Performance Differential Potential: Lower Cost and Higher Success Probability of Regulatory Approval
  • 71. Orphans Modeling Stratified Medicines: Public Policy and Incentives? Federal Research and Development Support NIH grants for research, and even development (Bench to Bedside Awards) Expedited regulatory pathways Federal Financial Incentives Market exclusivity grants to INDICATION High value reimbursement R&D support above Registries to identify, monitor and involve patients and samples Role for Disease Foundations Awareness, network creation and dissemination Direct research support Expert science panels validates early, small company science
  • 72. Orphan Learnings in Stratified Medicine Examples Tysabri re-introduction for Multiple Sclerosis enabled by patient advocacy, patient registries and now, a biomarker Rare oncology sub-populations receiving Orphan level reimbursement Provenge autologous stem cell therapy: $93,000 for 3 course regimen Erbitux and Vectibis: Up to $80,000 for 18 week regimen Revlimid: Up to $10,000 per month for multiple myeloma Gleevec: Up to $54,000 per year for CML High market shares (>80%) are possible
  • 73. Conclusions Rare diseases and orphan drugs have blazed the trail for stratified medicine economic models From clinical development through regulatory to reimbursement and public policy, the lessons of rare diseases are being translated to stratified medicine However, the aggregate size of some stratified medicine markets may strain payers and induce skepticism by regulators that special treatment is appropriate An ‘integrated stakeholder chain” from research foundations to companies, regulators, payers and advocates is critical
  • 74. Information in Biomarker discovery How effective use of information resources can support innovation Dr. Colin Williams Thomson Reuters
  • 75.
  • 76.
  • 78. Enhances project level decision making
  • 79. Focuses resource allocation
  • 80. Empowers scientists to drive innovation
  • 81.
  • 82. Wide range of sources - Literature, Patents, Conferences and medical meetings, Press releases, Clinical trial reports
  • 83. Google 425k hits – Her2 and biomarker
  • 85. Lack of standard or Universal criteria on Biomarker development
  • 86. Variation in protocols, statistical analysis
  • 87. So many parameters not enough subjects
  • 88.
  • 89. the inner surface of the chest wall where it is known as the pleura
  • 90. the abdomen, where it is known as the peritoneum.
  • 91. Organs within those cavities eg lung, heart
  • 92.
  • 93.
  • 94. Compared to 1104 drugs under development for Obesity
  • 95.
  • 96. 3,400 hits in Google search
  • 97.
  • 98.
  • 103. PPAT agonist inhibitors
  • 105. BEZ-235 (Novartis Phase I/II breast cancer, mTor inhibitor)
  • 108.
  • 109.
  • 110. The Core cell cycle, Source MetaCore
  • 111.
  • 112. Analyzing gene expression data from mesothelioma can give a glance in to the mechanism of the disease
  • 113. Analyse publically available dataset from Geo (GDS2604)
  • 114.
  • 115.
  • 116.
  • 117. Improve efficiency in project design through researching the area
  • 119. published in a non standard way
  • 121. is expanding rapidly
  • 122. Disease segmentation based on molecular characteristics is going to create many new orphan diseases.
  • 123. Will the ophan disease ‘model’ become the life blood of pharmaceutical research
  • 124. There are many biomarkers available which can prove efficacy of a compound.
  • 125. Using Mesothlioma (or other orphan diseases) as a model can prove efficacy against a target quickly.
  • 126. Understanding the biological function of that target can open new indications for a therapeutic

Notes de l'éditeur

  1. A qualified biomarker must link a biomarker with biology and clinical end points.Wagner, Webster, 2007, Nature
  2.  
  3. SMs are therapies that are matched to patient subpopulations with the aid of clinical biomarkers that predict with some reliability patient differential response – be it in efficacy or safety. Our notion of clinical biomarkers is not limited to genotyping – also includes imaging, clinical observation, or even patient self-report (urge vs. stress incontinence, self-identified black person).