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© 2017 PAREXEL INTERNATIONAL CORP.
DEVELOPING DRUGS
IN THE NEW ERA OF
PERSONALIZED
MEDICINES
Anita Nelsen - Head of Genomic Medicine, Sr. Director,
PAREXEL International
Dr. Sy Pretorius - Sr. Vice President, Chief Scientific Officer,
PAREXEL International
© 2017 PAREXEL INTERNATIONAL CORP. / 2
PROPOSED AGENDA
WELCOME
• What is precision medicine?
• The rise & impact of precision medicine
• Impact on drug development
• Impact on clinical development
• Impact on clinical trials
• The role of genomics in development
• Case studies
• Emerging trends
• Summary and conclusion
• Q&A
© 2017 PAREXEL INTERNATIONAL CORP. / 3
WHAT ARE PRECISION OR PERSONALIZED MEDICINES
Leverage biomarkers,
often genetic, to
determine who is most
likely to benefit from
a treatment, who is at
higher risk of a side
effect, or who needs
a different dose
Source: Adapted from Bayer Healthcare, “Personalized Medicine.” https://pharma.bayer.com/en/research-and-
development/research-focus/oncology/personalized-medicine/index.php (accessed May 2105).
With
personalized medicine
Each patient receives the right medicine for them
Benefit No benefit Adverse effects
Patients
Therapy Therapy Therapy
Biomarker diagnostics
Each patient benefits from individualized treatment
Without
personalized medicine
Some benefit, some do not
Benefit No benefit Adverse effects
Therapy
Patients
© 2017 PAREXEL INTERNATIONAL CORP. / 4
RISE AND IMPACT OF PRECISION MEDICINES
Nearly 1 in 4 of the
new drugs approved
by the U.S. Food and
Drug Administration
between 2014-16
were
precision medicines.
¼
Currently the FDA lists
almost 200 approved
medicines with
pharmacogenomic
biomarker information
in their labeling.
200
132 of these are
considered precision
medicines leveraging
a biomarker to direct
treatment decisions.
132
Over the next five
years, the proportion
of personalized
medicines in clinical
development is
expected to increase
to nearly 70%.
70%
http://www.personalizebdmedicinecoalition.org/Res
ources/Personalized_Medicine_at_FDA. Accessed
04 May 2017
Tufts Center for the Study of Drug Development Impact
Report, Volume 17, No 3, May/June 2015
© 2017 PAREXEL INTERNATIONAL CORP. / 5
IMPACT ON DRUG DEVELOPMENT
• Precision medicines are impacting across a wide range of therapeutic areas including Psychiatry, Infectious
and Cardiovascular Diseases
• In the three therapeutic areas having a more robust base for analysis, Oncology followed by Immunology and
Neurology showed the greatest penetration in the three areas accounting for a majority of the Genomic
budget – Bioinformatics, Target Validation and Pharmacogenomics.
*Percentages reported for Pharmacogenomics and Data Analytics represent the mean of means for individual activities within these service areas. Detailed information for individual capabilities available in appendix.
Base: Oncology=38, CNS/Neurology=17, Immunology=17
Q. Considering the therapeutic area(s) your company works in, which of the following genomic medicine activities do you typically utilize for each? Please select all that apply for each therapeutic area.
79% 76%
64%
35%
29%
53%
59%
41%
24%
41%
71%
65%
51%
39%
29%
BIOINFORMATICS TARGET VALIDATION PHARMACOGENOMICS DATA ANALYTICS DRUG REPOSITIONING
Oncology CNS/Neurology Immunology
© 2017 PAREXEL INTERNATIONAL CORP. / 6
When asked to report on the proportion of studies including some aspect of
Genomic Medicine, utilization was found to be greatest in the earlier phases
of development and then declines in later phases, as expected.
N=55
PHASE II
N=45
PHASE III
57%
N=33
PHASE IV
IMPACT ON CLINICAL DEVELOPMENT
Q. Considering the following stages of clinical development, approximately what proportion of
studies your company does in each stage includes some aspect of genomic medicine?
N=50
PHASE I
Genomic Medicine Use by Study Phase
63% 57% 49% 30%
© 2017 PAREXEL INTERNATIONAL CORP. / 7
• Basket trials
• Umbrella trials
• Master trials
• Co-development of test
• Sub-populations/disease
sub-types
• Ethnic variation
• Safety/adverse events
• Targeted selection or
stratification using genetic/
biomarker
• Dose selection
• Smaller numbers of patients
IMPACT ON CLINICAL TRIALS
TRIAL
DESIGNS
EXPLAIN VARIABLE
RESPONSE TO
TREATMENT
PATIENT
SELECTION
© 2017 PAREXEL INTERNATIONAL CORP. / 8
Application of genomics in developing
precision medicines
© 2017 PAREXEL INTERNATIONAL CORP. / 9
THE
RIGHT
PATIENT
THE
RIGHT
DRUG
THE
RIGHT
TIME
THE
RIGHT
DOSE
THE “RIGHT” REASONS TO INCLUDE GENOMICS IN DRUG DEVELOPMENT…
• Companion diagnostics
• Patient enrichment
• Novel clinical trial design
• PK Variability/ADME
• Genetic risk factors
• Drug combinations
• Drug target of specificity
• Targeted pathway
• Drug repurposing
• Drug resistance
• Disease progression
• Non-invasive biomarker
© 2017 PAREXEL INTERNATIONAL CORP. / 10
APPLICATION OF CUTTING-EDGE
METHODOLOGIES THAT
INTEGRATE GENOMICS DATA CAN
REVEAL NEW SCIENTIFIC INSIGHTS
• The human immune response system is
highly complex with cross-talk between multiple
immune-mediated pathways.
• Many currently available medicines that target the
immune system affect multiple pathways – some
desired, others not.
• Using cutting-edge methodologies (e.g., causal
reasoning, advanced network analysis) to integrate,
analyze, and interpret multi-omics experimental data
led to discovery of novel drug targets that may have
selectivity for IL23 pathways.
-300 -200 -100 0 100 200 300
Comp.1 [25.66%]
-200
-150
-100
-50
0
50
100
150
200
Comp.2[12.25%]
J Immunol (2014) 192: 2527-8
EBI Immunogenomics Conference 2015
Transcriptomics: IL23 vs IL12 Proteomics: IL23 vs. IL12
Integrated Multi-omics Network
Causal Reasoning & Inference
Novel Target Candidates
© 2017 PAREXEL INTERNATIONAL CORP. / 11
WHAT IS PHARMOCOGENOMICS?
• Pharmacogenomics is the study of DNA and RNA characteristics as they relate to drug response1
• Provides insights into drug exposure, efficacy, and safety
1 http://www.ich.org/products/guidelines/efficacy/efficacy-single/article/definitions-for-genomic-biomarkers-pharmacogenomics-
pharmacogenetics-genomic-data-and-sample-cod.html accessed 02Sep16
Pharmacogenomics helps us understand why
people who receive the same drug respond differently
© 2017 PAREXEL INTERNATIONAL CORP. / 12
PHARMACOGENETICS EXPLAINS EXPOSURE DIFFERENCES
• In a Phase I drug-drug interaction study,
a subset of healthy volunteers had elevated
levels of Drug X when administered with
the client’s medicine.
• Drug X is primarily metabolized by a CYP450
enzyme. Genetic variation in the CYP450
gene was evaluated to determine if genetic
variants that lead to reduced enzyme activity
might explain increased exposure of Drug X.
• The poor metabolizer CYP450 genotype was
associated with elevated exposure of Drug X.
• The client’s medicine likely did not impact
Drug X exposure.
IM intermediate metabolizer
PM poor metabolizer
WT wild-type metabolizer
Drug X plasma concentrations over time by CYP450 genotype
Concentration
PM
PM
PM
IM
WT
Time (hrs)
© 2017 PAREXEL INTERNATIONAL CORP. / 13
Atopic Dermatitis PsoriasisAcne
Drug
Discovery
Today
(2014) 19
(9): 1364-71
DRUG REPURPOSING CAN ACCELERATE MEDICINE DEVELOPMENT
A comprehensive clinical transcriptomics analysis across multiple dermatologic conditions identified additional
dermatology indications for this medicine, discovered mechanistic connections between skin diseases and
generated new hypotheses to accelerate medicine development.
© 2017 PAREXEL INTERNATIONAL CORP. / 14
PRECISION
MEDICINES
Big Data Analytics
New ‘OMES
e.g. microbiome
Electronic Health
Records
Co-Development
Partners
Patient Partnerships
New Technology
(cfDNA, CTC)
Data Sharing
Smart
Phones/Wearables
EMERGING TRENDS IMPACTING PRECISION MEDICINES
© 2017 PAREXEL INTERNATIONAL CORP. / 15
A JOURNEY WITH GREAT PROMISE…. AND CHALLENGES TOO
• Complex trial designs including co-development
of companion test
• Regulatory requirements are emerging in
global markets
• Reimbursement considerations for drug and test
• Ethics and local laws pose challenges for sampling
and testing
• Storage and computational resources for big data
• Ensuring accuracy of results from evolving
technologies such as NGS
• Integrating and analyzing multi-omics data
• Making big data accessible and understandable to
drug development scientists
• Creating and communicating reproducible workflows
for complex analyses
Clinical trials for Precision
Medicines may look very different
from traditional drug trials
Hard to have breadth of expertise
needed to capitalize on turning
GENES > TARGETS > PRECISION MEDICINES
© 2017 PAREXEL INTERNATIONAL CORP. / 16
THANK YOU
© 2017 PAREXEL INTERNATIONAL CORP. / 16

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Developing Drugs in the New Era of Personalized Medicines

  • 1. © 2017 PAREXEL INTERNATIONAL CORP. DEVELOPING DRUGS IN THE NEW ERA OF PERSONALIZED MEDICINES Anita Nelsen - Head of Genomic Medicine, Sr. Director, PAREXEL International Dr. Sy Pretorius - Sr. Vice President, Chief Scientific Officer, PAREXEL International
  • 2. © 2017 PAREXEL INTERNATIONAL CORP. / 2 PROPOSED AGENDA WELCOME • What is precision medicine? • The rise & impact of precision medicine • Impact on drug development • Impact on clinical development • Impact on clinical trials • The role of genomics in development • Case studies • Emerging trends • Summary and conclusion • Q&A
  • 3. © 2017 PAREXEL INTERNATIONAL CORP. / 3 WHAT ARE PRECISION OR PERSONALIZED MEDICINES Leverage biomarkers, often genetic, to determine who is most likely to benefit from a treatment, who is at higher risk of a side effect, or who needs a different dose Source: Adapted from Bayer Healthcare, “Personalized Medicine.” https://pharma.bayer.com/en/research-and- development/research-focus/oncology/personalized-medicine/index.php (accessed May 2105). With personalized medicine Each patient receives the right medicine for them Benefit No benefit Adverse effects Patients Therapy Therapy Therapy Biomarker diagnostics Each patient benefits from individualized treatment Without personalized medicine Some benefit, some do not Benefit No benefit Adverse effects Therapy Patients
  • 4. © 2017 PAREXEL INTERNATIONAL CORP. / 4 RISE AND IMPACT OF PRECISION MEDICINES Nearly 1 in 4 of the new drugs approved by the U.S. Food and Drug Administration between 2014-16 were precision medicines. ¼ Currently the FDA lists almost 200 approved medicines with pharmacogenomic biomarker information in their labeling. 200 132 of these are considered precision medicines leveraging a biomarker to direct treatment decisions. 132 Over the next five years, the proportion of personalized medicines in clinical development is expected to increase to nearly 70%. 70% http://www.personalizebdmedicinecoalition.org/Res ources/Personalized_Medicine_at_FDA. Accessed 04 May 2017 Tufts Center for the Study of Drug Development Impact Report, Volume 17, No 3, May/June 2015
  • 5. © 2017 PAREXEL INTERNATIONAL CORP. / 5 IMPACT ON DRUG DEVELOPMENT • Precision medicines are impacting across a wide range of therapeutic areas including Psychiatry, Infectious and Cardiovascular Diseases • In the three therapeutic areas having a more robust base for analysis, Oncology followed by Immunology and Neurology showed the greatest penetration in the three areas accounting for a majority of the Genomic budget – Bioinformatics, Target Validation and Pharmacogenomics. *Percentages reported for Pharmacogenomics and Data Analytics represent the mean of means for individual activities within these service areas. Detailed information for individual capabilities available in appendix. Base: Oncology=38, CNS/Neurology=17, Immunology=17 Q. Considering the therapeutic area(s) your company works in, which of the following genomic medicine activities do you typically utilize for each? Please select all that apply for each therapeutic area. 79% 76% 64% 35% 29% 53% 59% 41% 24% 41% 71% 65% 51% 39% 29% BIOINFORMATICS TARGET VALIDATION PHARMACOGENOMICS DATA ANALYTICS DRUG REPOSITIONING Oncology CNS/Neurology Immunology
  • 6. © 2017 PAREXEL INTERNATIONAL CORP. / 6 When asked to report on the proportion of studies including some aspect of Genomic Medicine, utilization was found to be greatest in the earlier phases of development and then declines in later phases, as expected. N=55 PHASE II N=45 PHASE III 57% N=33 PHASE IV IMPACT ON CLINICAL DEVELOPMENT Q. Considering the following stages of clinical development, approximately what proportion of studies your company does in each stage includes some aspect of genomic medicine? N=50 PHASE I Genomic Medicine Use by Study Phase 63% 57% 49% 30%
  • 7. © 2017 PAREXEL INTERNATIONAL CORP. / 7 • Basket trials • Umbrella trials • Master trials • Co-development of test • Sub-populations/disease sub-types • Ethnic variation • Safety/adverse events • Targeted selection or stratification using genetic/ biomarker • Dose selection • Smaller numbers of patients IMPACT ON CLINICAL TRIALS TRIAL DESIGNS EXPLAIN VARIABLE RESPONSE TO TREATMENT PATIENT SELECTION
  • 8. © 2017 PAREXEL INTERNATIONAL CORP. / 8 Application of genomics in developing precision medicines
  • 9. © 2017 PAREXEL INTERNATIONAL CORP. / 9 THE RIGHT PATIENT THE RIGHT DRUG THE RIGHT TIME THE RIGHT DOSE THE “RIGHT” REASONS TO INCLUDE GENOMICS IN DRUG DEVELOPMENT… • Companion diagnostics • Patient enrichment • Novel clinical trial design • PK Variability/ADME • Genetic risk factors • Drug combinations • Drug target of specificity • Targeted pathway • Drug repurposing • Drug resistance • Disease progression • Non-invasive biomarker
  • 10. © 2017 PAREXEL INTERNATIONAL CORP. / 10 APPLICATION OF CUTTING-EDGE METHODOLOGIES THAT INTEGRATE GENOMICS DATA CAN REVEAL NEW SCIENTIFIC INSIGHTS • The human immune response system is highly complex with cross-talk between multiple immune-mediated pathways. • Many currently available medicines that target the immune system affect multiple pathways – some desired, others not. • Using cutting-edge methodologies (e.g., causal reasoning, advanced network analysis) to integrate, analyze, and interpret multi-omics experimental data led to discovery of novel drug targets that may have selectivity for IL23 pathways. -300 -200 -100 0 100 200 300 Comp.1 [25.66%] -200 -150 -100 -50 0 50 100 150 200 Comp.2[12.25%] J Immunol (2014) 192: 2527-8 EBI Immunogenomics Conference 2015 Transcriptomics: IL23 vs IL12 Proteomics: IL23 vs. IL12 Integrated Multi-omics Network Causal Reasoning & Inference Novel Target Candidates
  • 11. © 2017 PAREXEL INTERNATIONAL CORP. / 11 WHAT IS PHARMOCOGENOMICS? • Pharmacogenomics is the study of DNA and RNA characteristics as they relate to drug response1 • Provides insights into drug exposure, efficacy, and safety 1 http://www.ich.org/products/guidelines/efficacy/efficacy-single/article/definitions-for-genomic-biomarkers-pharmacogenomics- pharmacogenetics-genomic-data-and-sample-cod.html accessed 02Sep16 Pharmacogenomics helps us understand why people who receive the same drug respond differently
  • 12. © 2017 PAREXEL INTERNATIONAL CORP. / 12 PHARMACOGENETICS EXPLAINS EXPOSURE DIFFERENCES • In a Phase I drug-drug interaction study, a subset of healthy volunteers had elevated levels of Drug X when administered with the client’s medicine. • Drug X is primarily metabolized by a CYP450 enzyme. Genetic variation in the CYP450 gene was evaluated to determine if genetic variants that lead to reduced enzyme activity might explain increased exposure of Drug X. • The poor metabolizer CYP450 genotype was associated with elevated exposure of Drug X. • The client’s medicine likely did not impact Drug X exposure. IM intermediate metabolizer PM poor metabolizer WT wild-type metabolizer Drug X plasma concentrations over time by CYP450 genotype Concentration PM PM PM IM WT Time (hrs)
  • 13. © 2017 PAREXEL INTERNATIONAL CORP. / 13 Atopic Dermatitis PsoriasisAcne Drug Discovery Today (2014) 19 (9): 1364-71 DRUG REPURPOSING CAN ACCELERATE MEDICINE DEVELOPMENT A comprehensive clinical transcriptomics analysis across multiple dermatologic conditions identified additional dermatology indications for this medicine, discovered mechanistic connections between skin diseases and generated new hypotheses to accelerate medicine development.
  • 14. © 2017 PAREXEL INTERNATIONAL CORP. / 14 PRECISION MEDICINES Big Data Analytics New ‘OMES e.g. microbiome Electronic Health Records Co-Development Partners Patient Partnerships New Technology (cfDNA, CTC) Data Sharing Smart Phones/Wearables EMERGING TRENDS IMPACTING PRECISION MEDICINES
  • 15. © 2017 PAREXEL INTERNATIONAL CORP. / 15 A JOURNEY WITH GREAT PROMISE…. AND CHALLENGES TOO • Complex trial designs including co-development of companion test • Regulatory requirements are emerging in global markets • Reimbursement considerations for drug and test • Ethics and local laws pose challenges for sampling and testing • Storage and computational resources for big data • Ensuring accuracy of results from evolving technologies such as NGS • Integrating and analyzing multi-omics data • Making big data accessible and understandable to drug development scientists • Creating and communicating reproducible workflows for complex analyses Clinical trials for Precision Medicines may look very different from traditional drug trials Hard to have breadth of expertise needed to capitalize on turning GENES > TARGETS > PRECISION MEDICINES
  • 16. © 2017 PAREXEL INTERNATIONAL CORP. / 16 THANK YOU © 2017 PAREXEL INTERNATIONAL CORP. / 16

Notas del editor

  1. Drug development pipelines are full of targeted treatments that offer new hope for patients. 42% of all compounds and 73% of oncology compounds in the pipeline have the potential to be personalized medicines Biopharmaceutical companies nearly doubled their R&D investment in personalized medicines over the past five years, and expect to increase their investment by an additional 33 percent in the next five years Biopharmaceutical researchers also predict a 69% increase in the number of personalized medicines in development over the next five years Tufts Center for the Study of Drug Development. Personalized medicine gains traction but still faces multiple challenges. Impact Report. 2015;17(3).
  2. Pharmacogenomics is the study of genes in the context of drug response. Pharmacogenomics can help us understand why people who receive the same medicine respond differently to it. Some individuals may benefit from the drug or feel better while others may not respond—they experience no change in their condition. Some who take the drug may experience side effects such as rash or nausea. Some may benefit from the medicine but only after they have received a different dose. Pharmacogenomics can provide insight into the drug target and mechanism of action. It may also help us understand better how the drug is transported in the body or how it is used or metabolized by the body. It helps us understand how genomic variation, or differences in DNA, relates to safety or efficacy of a drug.
  3. Approved drugs may have benefit to treat related diseases or in some instances very different conditions. For example, sildenafil was first developed for angina and then found to work in erectile dysfunction as well as pulmonary arterial hypertension. On average it takes about 12 years to bring a novel drug treatment to market. Repurposing that drug after approval for a new indication may be possible in as little as 3-4 years with accumulated safety and clinical data enabling pharma companies to get needed therapies to patients faster. Genomic evidence may provide evidence for drug repurposing or repositioning. In this example, our scientists leveraged transcriptomics data or RNA signatures from patients with various dermatological diseases to identify mechanistic connections or commonalities in the drug target pathways to demonstrate that a drug originally indicated to treat psoriasis may also benefit patients suffering with atopic dermatitis and even acne enabling the sponsor to initiate a new drug/indication program