considerations for rnai therapeutic design
TRANSCRIPT
Considerations for RNAi Therapeutic Design
Life Science Technology Symposium
Iselin, NJ
16 September 2009
Dr. Paul Bauerformer Director of Target Biology, Pfizer RNAi Therapeutic Unit
Director of Biology, Forma Therapeutics
Pfizer RNAi Therapeutic Unit
structural modifications expanding IP space screening and SAR development targeting and formulation RNAi mechanism and processing disease biology safety and therapeutic index PK/PD
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The RNAi Therapeutic Unit, as part of the Biotherapeutic & Bioinnovation Center, will develop a cutting edge nucleic acid-based
drug discovery platform and deliver Phase II clinical successes in Oncology and Metabolic Disease
Strategic approach has 3 components:Strategic approach has 3 components:Design PlatformDelivery Platform
Therapeutic Programs
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Delivery (including activity at site) Potency (sub nM) Safety (RNA and formulations) Cost of goods (unmodified GLP RNA >$10K/year) Immune stimulation Off-target effects Stability and duration Intellectual property
Primary Issues for RNAi Therapy
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RNAi Therapeutic Opportunities
Selection Criteria• clinical product concept• market assessment• knowledge of target and disease, particularly clinical• genetic linkage of target or pathway in human samples• validation of target through chemical or RNAi inhibition, overexpression, or genetically modified mouse phenotype• feasibility for RNAi sequence design and assays• feasibility for selective delivery and possible targeting ligands• availability of cell and animal models of disease• assessment of potential safety issues• applicability of target to other diseases
Current RNAi Clinical Programs
RNAi Therapeutic Critical Path
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Sequence Design& Synthesis
Delivery Design& Synthesis
Pre-clinicalGLP
DeliveryAssays
In VitroADME
In VitroToxicology
Cell-basedAssays
In VivoEfficacy
In VivoToxicology
In VivoADME
DiseaseIdentification
Scale-upGMP
BiochemicalAssays
ClinicalIND
BiomarkerDevelopment
FormulationSynthesis
In VivoDelivery
TargetSelection
RNAi Therapeutic Critical Path
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Sequence Design& Synthesis
Delivery Design& Synthesis
Pre-clinicalGLP
DeliveryAssays
In VitroADME
In VitroToxicology
Cell-basedAssays
In VivoEfficacy
In VivoToxicology
In VivoADME
DiseaseIdentification
Scale-upGMP
BiochemicalAssays
ClinicalIND
BiomarkerDevelopment
FormulationSynthesis
In VivoDelivery
TargetSelection
in silico sequence design
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Algorithm considerations• sequence specificity• splice regions/SNPs• off-target effects• thermodynamic stability• immune or toxic motifs
Recommended approach for cell-based screening:• identify desired cell line and function• test a variety of transfection agents for efficacy and toxicity using a control gene• use in silico algorithms to develop ~5 sequences against gene of interest• optimize conditions (concentration, duration, etc.)• develop ~2 mismatch control sequences• screen for functional activity
Cenix algorithm
Kinase
mRNA knockdown screening
platedsiRNA
• Mon (20 plates)choose format (1pt triplicate, 3pt triplicate, 10pt IC50) and top conc. (10nM, 3nM)
transfection
• Tues/Wed (20 plates)
storage
SelecTcells
bDNAdetection
• Thurs/Fri (40 plates w/controls)
dataanalysis
• Mon/Tues after (in database)
• Mon (20 Plates & 3 Flasks)
storage
DesignTeams
DiseaseTeams
chemicalsynthesis
storage
new
retest
prioritization
mRNA
LE
CE BL Panomics bDNA assay 8
R _ start
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71 366 611 792 969 1089 1180 1275 1350 1402 1528 1779 1852 1943 2140 2364 2411 2687
% k
nock
dow
n @
0.4n
MGene Walk Cell Line A
9position along gene
Scatter Plot
-20
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0 10 20 30 40 50 60 70 80
Compare Cell Lines A & B
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% k
nock
dow
n @
0.4n
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ell L
ine
A
% knockdown @0.4nMCell Line B
Common modifications and designs
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modifications designs
5’
5’3’
3’
5’
5’3’
3’
RISC substrates
Dicer substrates
RNA
DNA
modified base
5’
5’
5’
5’
5’
5’
5’
5’
3’
3’
3’
3’
3’
3’
3’
3’
Bar C hart
R _ start
-20
0
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1390 1403 1419 1479 1553 1688 1770 1785 1796 1827 1853 1906 1937 1948 1988 2090
Gene Walk Designs #1, #2, and #3
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position along gene
% k
nock
dow
n @
0.4n
M
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0
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-10 0 10 20 30 40 50 60 70 80
siRNA Designs #1, #2, and #3
Design #1 vs. Design #2
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-20 0 20 40 60
Design #1 vs. Design #3
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RNAi mechanism of action
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purity of siRNAstability to nucleases
interaction with delivery vehicle“Formulation”
entry into cell
entry into cytosol
“Internalization”
association with RISC complex
activity of Dicer
“Association”
accessibility of mRNA “Accessibility”
duration of active complex
activity of complex“Activity”
“Variation”level of RISC components
level of Dicer
kinetics of mRNA
Formulation
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• purity• stability• interaction with delivery vehicle• common delivery options for siRNA
fromDharmacon
Nanocarriers Liposome Nanosphere Nanocapsule
Micelle
ConjugatesPolymer Dendrimer
Cationic polymer and/or lipid
+ +
+
Complexes
S
R
R
R
ROH
S
R
R
R
ROH
Macromolecule
Internalization
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• fluorescently labeled siRNA visualized by confocal microscopy• majority of siRNA lipoplexes internalize via endocytosis• recent data suggests that functional siRNA may not enter this way
Engelke & Rossi Meth. Enzymol. 392:120 (2005)
Lu, et al. Mol. Pharmaceutics 6:763-771 (2009)
Association
170 10 20 30 40 50 60 70 80 90 100 110
0
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KDspec. = 3.9 0.5 nM
[PAZ] (nM)
Inte
nsi
ty (
RU
)
0 25 50 75 100 125 150 175 200 225 250 275 300 325 3500
10
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KDspec. = 12.6 2.5 nM
[Ds 21-mer siRNA] (nM)
Inte
nsi
ty (
RU
)
Ago2 PAZ Domain Binding to Immobilized Biotinylated ds 21-mer siRNA ds 21-mer siRNA Binding to Immobilized Ago2 PAZ Domain
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0
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-30 0 30 60 90 120 150 180 210 240 270 300
Fc=2 Spot=1-r
Ago2 PAZ100 - 1.5625 nM1/2 dilution
Inte
nsi
ty (
RU
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Time (s)
-5
5
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25
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-30 0 30 60 90 120 150 180 210 240 270 300
Fc=2 Spot=1-r
ds 21-mer RNA1000 - 1.37 nM1/3 dilution
Inte
nsi
ty (
RU
)
Time (s)
Variation
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• Dicer and Ago2 levels vary between cell lines and disease states
• mRNA synthesis rates, steady state levels, and degradation rates of target genes also vary• target sequence can differ between species used for efficacy, safety, pre-clinical, and clinical models
Merritt, et al. NEJM 359:2641-50 (2009)
Accessibility
19Zhang, et al. Nucl. Acids Res. 31:e72 (2003)
• mRNA accessibility site tagging• microarray profiling• reverse transcriptase priming
Activity in vitro
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position along gene
Assay Conditions:[mRNA substrate] = 5 nM[siRNA] = 50 nM75 g/mL S100 fraction of cell lysate30 min reaction
Readout: siRNA-dependent RNA substrate degradation by qPCR
Considerations for RNAiTherapeutic Design
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Part of Mechanism
Target Issue?
Cell Issue?
Design Issue?
Estimated Importance
Formulation no no yes low
Internalization no yes yes high
Association no yes yes unknown
Variation yes yes no medium
Accessibility yes yes no low
Activity yes yes yes high
Higher order cell-based assays• Primary human cells (normal and disease)• Functional assays (target, pathway and phenotypic)• Tissue engineered models (single and multiple cell types)• Mechanistic assays (biomarkers, toxicity, metabolism, etc.)• In vivo models (delivery, ADME, function)
Acknowledgements
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• Rob Stanton, Qing Cao, Lingling Shen, Jason Hughes, Jeremy Little• Xu Xu, Larry Drew, Meta Foster, Yiding Yan, Tracy Chen, Yuxin Wang• Joe Wu, Gayatri Deshmuch, Mark Bernard, Suzanne Jacques-O’Hagan, Meg Mabuchi• Zhigang Wang, Liann Wang, Xiao-Qin Ren• Eugen Uhlmann (Düsseldorf)