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Nathan Oien, Ph.D.
Senior Scientist, Analytical Development
ForteBio User’s Meeting 2017
• About KBI: A Contract Development and Manufacturing
Company
• KBI helps partners accelerate and optimize drug
development and manufacturing programs with an
extensive suite of expert development and manufacturing
services in an agile, client-friendly partnering environment
2
• Development
• Method Transfer
• Method Development
• Method Optimization
• PD support (CLD, Upstream
and Downstream)
• Lots of Samples!
• Quality Control
• Method Qualification
• Stricter Requirements
• Fewer Samples
3
Challenge: Technology that can be utilized in a Q.C.
and in a high-throughput fashion
Answer: Platform Method allows for rapid
development, optimization, and PD Support
• In-Scope
• Platform Potency Assay Development
• Use of potency assays throughout process development and GMP
testing
» Four case studies will be reviewed
• Out-of-Scope
• Kit based ELISAs (HCP, ProA)
• Octet used as a HT screening tool
• ICH Q6B:
• Must assess biological properties, ligand based assays may
acceptable
• The potency assay must measure biologically relevant activity
• Biological assay must have a calibrated reference, which can
included in-house reference material
• ICH Q2 R1 Guidelines
• Assays should be developed to pass Accuracy, Precision,
Specificity, Linearity, and Range.
• Define Conditions
• Accuracy – Actual versus predicted relative potency is 80 – 120%
• Precision – Replicate Runs and different instruments
• Specificity – Binding to similar proteins
• Linearity – 50 to 150% of the nominal range evaluated
• Range – Evaluated across linearity range
• ELISAs
• Decide on format (sandwich, single antibody, competitive)
• Evaluate ligand loading (2 Days)
• Evaluate incubation times (1 Day)
• Evaluate range (1 Day)
• Fine tune the assay (1 Day)
• Total development time is 5 days
• SPR
• Chip selection (1 Day)
• Ligand chemistry and density selection (1 Day)
• Buffer optimization (1 Day)
• Range evaluation (1/2 Day)
• Flow rate optimization and analyte concentration determination (1
Day)
• Development of wash conditions (1 Day)
• Total development time is 5.5 days
• BLI
• Chemistry selection (1/2 Day)
• Ligand loading evaluation (1/2 Day)
• Buffer Evaluation (1/2 Day)
• Final optimization (1/2 Day) including Sample dilution
• Prior to proceeding with development consider the protein
• What is the binding target?
• How large is the protein of interest and the binding target?
• Evaluate commercial source of the binding target (Abcam, Sino,
and R&D systems), including modified proteins (HIS, Biotinylated,
etc).
• What is the anticipated binding affinity?
• Sensor tips and chemistries should be selected with the
end in mind
Amine
Reactive
Super
StrepStrepNi-NTAAnti-FCLoading Affinity
Cost
Robustness*
Protein Availability
Super
Strep
StrepAnti-FC Ni-NTA
Amine
Reactive
Anti-FC Ni-NTA
Super
Strep
Strep
Amine
Reactive
Amine
Reactive
Super
Strep StrepNi-NTAAnti-FC
*Extra weight is added to robustness
Overall Score Ni-NTAAnti-FC
Super
Strep Strep
Amine
Reactive
10
Baseline
30 – 60 sec.
Loading
~ 3-5 minutes
Baseline/
Wash
60 – 120 sec.
Association
2 – 10+ minutes
Y Y
Platform: 60 sec. 5 minutes 60 sec. 5 minutes
Load Density Scouting
• Sensor loading is evaluated using an antigen/protein to ensure
sufficient protein is loaded on the sensor, but not overloaded.
11
Concentration scouting of 2nd molecule (antibody)
• Holding the first molecule (antigen) constant, a concentration
range is evaluated for product association in a concentration
dependent manor.
12
For typical antibodies, assay development would be done => method
optimization and assessment (accuracy, linearity, etc.)
% 𝑅𝑒𝑙𝑎𝑡𝑖𝑣𝑒 𝑃𝑜𝑡𝑒𝑛𝑐𝑦
𝑂𝑐𝑡𝑒𝑡 𝐺𝑒𝑛𝑒𝑟𝑎𝑡𝑒𝑑 𝐶𝑜𝑛𝑐𝑒𝑛𝑡𝑟𝑎𝑡𝑖𝑜𝑛
𝑇ℎ𝑒𝑜𝑟𝑒𝑡𝑖𝑐𝑎𝑙 𝐶𝑜𝑛𝑐𝑒𝑛𝑡𝑟𝑎𝑡𝑖𝑜𝑛
• Qualified 6 single target potency methods using different
antibody/antigen pairs
• Frequently achieve ≤10% RSD for sample triplicates and 90 – 110%
Potency
• Release/stability method for activity much faster than typical ELISA or
SPR
13
R2 ≥ 0.99
• Case Study #1:
• IgG1 method development Fc binding Development: Evaluating
the importance of wash and sample buffers and plates
• Case Study #2:
• Fusion Protein (non-mAb) Titer Development – PD support only
• Case Study #3:
• Antigen potency development for vaccine using full curves
• Case Study #4:
• Following potency assay data through QC and preparing for
validation
• Method Development:
• Investigation of addition of excipient to wash and/or sample
diluent solutions
Assay Excipient
Wash
Non-
Excipient
Wash
Excipient Std
Diluent
Non-
Excipient Std
Diluent
1 X X
2 X X
3 X X
4 X X
Excipient Wash
No Excipient Sample Diluent
Excipient Wash
Excipient Sample Diluent
No Excipient Wash
Excipient Sample Diluent
Non-Excipient Wash
Non-Excipient Sample Diluent
Half Area PlatesFull Area Plates
Noise
Baseline drop
Wider variation
• Wash and Loading buffers should be prepared without the
excipient addition
• Plate type is important, similar to a fluorescence assay
• Method was successfully developed an implemented into a
QC assay 400
200
50
25
Blank
100
Loading
• Objective: Develop a kinetic binding curve to determine KD
values for a protein of interest.
Work done in collaboration with The Haynes Lab at Duke,
DAIDS, and ABL.
Initial conditions tested
Extend loading step
Decreased loading step, increase concentration
Final conditions demonstrate a clear dose response increase
concentration
Octet® Method Biacore® Method
Sample KD (nM)
Fold difference
from Control Sample KD (nM)
Fold difference from
Control
Octet Reference Material 18.2 NA Biacore Reference Material 26.0 NA
Process 1 36.7 2.0 Process 1 94.9 3.7
Process 2 27.5 1.5 Process 2 41.8 1.6
Process 3 20.0 1.1 Process 3 36.9 1.4
Process 4 17.2 0.9 Process 4 24.8 1.0
Process 5 21.4 1.2 Process 5 50.5 1.9
• KD values and/or dose response curves can be used as an
alternative approach to concentration based potency
• KD values are comparable to SPR data
• Robust assays can be rapidly developed and used to
support in-process analysis
• Protein Titer Development using anti-FC antibody Sensors
YYYY YYYYY YYYYY
Sample
Well Conc.
(µg/mL) Dilution
Calc. Conc
(µg/mL)
HPLC Titer
results
(µg/mL)
Transient 2.18 10 21.80 73.00
Stable 21.60 10 216.00 225.00
117-1 0.00 10 <15.6 40.00
117-2 0.00 10 <15.6 27.00
117-3 0.00 10 <15.6 31.00
117-4 0.00 10 <15.6 20.00
117-5 2.97 10 29.70 47.00
117-6 0.00 10 <15.6 22.00
117-7 0.00 10 <15.6 29.00
117-8 0.00 10 <15.6 15.00
r2 = 0.9963
Chi Square = 0.0001
Dilutional Linearity indicated a 10 fold
dilution was needed
Results of analysis of single plate for titer
Data in this range was suspiciously high
2 3 4 5 6 7 8 9 10 11 12
A 35.8 77.9 85.7 29.5 43.1 51.3 47.4 48 55.9 30 25.3
B 19.5 35 52 18.7 23.4 29.2 26.4 29.1 33.6 18.5 41.8
C 11.6 29.1 34.1 12.9 12.6 16.3 16 21.3 24.3 24.2 24.8
D 6.09 17.9 12 8.01 6.33 8 10.2 11.9 10 11.8 10.7
E 4.36 8.29 8.7 4.3 5.69 6.96 5.74 8.95 8.2 9.07 8.51
F 3.13 6.82 4.13 4.56 2.75 6.07 2.94 5.14 5.17 6.28 4.98
G 2.15 3.59 3.89 3.22 2.71 3.94 3.23 3.15 4.36 5.29 10.8
H 1.61 2.61 2.76 1.84 1.97 3.02 2.42 2.9 3.1 3.66 2.42
5 plates were analyzed each plate had the same pattern as displayed below
Condition 1
Measured
Concentration
(µg/ml)
DF Corrected
Concentration (µg/ml) Spiked result %Spike Recovery
Sample 1 2.74 54.8 6.06 83%
Sample 2 2.56 51.2 6.34 95%
Sample 3 2.32 46.4 7.41 127%
Sample 4 3.85 77 9.21 134%
Condition 2
Measured
Concentration
(µg/ml)
DF Corrected
Concentration (µg/ml) Spiked result %Spike Recovery
Media Spike 0 0 4.4 110%
Sample 2 1.9 38 5.86 99%
Sample 3 2.35 47 43.8 1036%
Sample 4 4.57 91.4 26 536%
Two lots of samples were analyzed from different runs using different media
conditions
• Always scout dilutional linearity if evaluating samples in
cell culture harvest
• Spike recovery should always be preformed with all
matrixes at the correct dilution
• Follow the data through process development and
evaluate the data in the plate layout
• Potency Assay followed our platform approach
• Assay developed to measure binding of an antibody to an
antigen
• Antigen immobilized using Ni(NTA) sensors
• Standard curve ranged from 400% to 12.5% of nominal
load
• Potency measured based on nominal load comparison
Target Mean STD DEV %RSD %Recovery
400 400 21 5 100
200 200 4 2 100
100 99 1 1 99
50 51 1 2 101
25 25 0 1 100
12.5 12.5 0 3 100
0 N/A N/A N/A N/A
Linearity
Target Avg Binding Rate Average Potency %RSD
Analyst 1 100 0.7 96
Analyst 2 100 0.6 103
6
Intermediate Precision
• Standard curve R2 ≥0.97 (Range observed 0.97 to
0.999)
• %RSD of triplicate standard preparations ≤20% (
Range observed 0 to 11%)
• Recovery of standards must be between 70 – 130%
(range observed 89 to 110%)
• Blank must read “too low” (sometimes a value is
registered)
Binding rate of
nominal load over
1 year period
• Standard curve R2 ≥0.97 to ≥0.98
• %RSD of triplicate standard preparations ≤20% to ≤15%
• Recovery of standards must be between 70 – 130% to 80 –
120%
• Blank must read “too low” or binding rate less than a set
limit (I.E. ≤0.05 nm/min)
• Add a control sample
• Set binding rate range on standards
• Carson Cameron
• Brendan Peacor, Ph.D.
• Jimmy Smedley, Ph.D.
• Abhinav Shukla, Ph.D.
• Melissa Ragan
• Amanda Hoertz, Ph.D.
• KBI Biopharma Analytical Development Team
• ForteBio
• Hope Boyce
• Hendrick Loei
• David Apiyo, Ph.D.
• Yuichi Sugiyama

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Developing Potency Assays Using Octet Platform Technology

  • 1. Nathan Oien, Ph.D. Senior Scientist, Analytical Development ForteBio User’s Meeting 2017
  • 2. • About KBI: A Contract Development and Manufacturing Company • KBI helps partners accelerate and optimize drug development and manufacturing programs with an extensive suite of expert development and manufacturing services in an agile, client-friendly partnering environment 2
  • 3. • Development • Method Transfer • Method Development • Method Optimization • PD support (CLD, Upstream and Downstream) • Lots of Samples! • Quality Control • Method Qualification • Stricter Requirements • Fewer Samples 3 Challenge: Technology that can be utilized in a Q.C. and in a high-throughput fashion Answer: Platform Method allows for rapid development, optimization, and PD Support
  • 4. • In-Scope • Platform Potency Assay Development • Use of potency assays throughout process development and GMP testing » Four case studies will be reviewed • Out-of-Scope • Kit based ELISAs (HCP, ProA) • Octet used as a HT screening tool
  • 5. • ICH Q6B: • Must assess biological properties, ligand based assays may acceptable • The potency assay must measure biologically relevant activity • Biological assay must have a calibrated reference, which can included in-house reference material
  • 6. • ICH Q2 R1 Guidelines • Assays should be developed to pass Accuracy, Precision, Specificity, Linearity, and Range. • Define Conditions • Accuracy – Actual versus predicted relative potency is 80 – 120% • Precision – Replicate Runs and different instruments • Specificity – Binding to similar proteins • Linearity – 50 to 150% of the nominal range evaluated • Range – Evaluated across linearity range
  • 7. • ELISAs • Decide on format (sandwich, single antibody, competitive) • Evaluate ligand loading (2 Days) • Evaluate incubation times (1 Day) • Evaluate range (1 Day) • Fine tune the assay (1 Day) • Total development time is 5 days • SPR • Chip selection (1 Day) • Ligand chemistry and density selection (1 Day) • Buffer optimization (1 Day) • Range evaluation (1/2 Day) • Flow rate optimization and analyte concentration determination (1 Day) • Development of wash conditions (1 Day) • Total development time is 5.5 days
  • 8. • BLI • Chemistry selection (1/2 Day) • Ligand loading evaluation (1/2 Day) • Buffer Evaluation (1/2 Day) • Final optimization (1/2 Day) including Sample dilution • Prior to proceeding with development consider the protein • What is the binding target? • How large is the protein of interest and the binding target? • Evaluate commercial source of the binding target (Abcam, Sino, and R&D systems), including modified proteins (HIS, Biotinylated, etc). • What is the anticipated binding affinity?
  • 9. • Sensor tips and chemistries should be selected with the end in mind Amine Reactive Super StrepStrepNi-NTAAnti-FCLoading Affinity Cost Robustness* Protein Availability Super Strep StrepAnti-FC Ni-NTA Amine Reactive Anti-FC Ni-NTA Super Strep Strep Amine Reactive Amine Reactive Super Strep StrepNi-NTAAnti-FC *Extra weight is added to robustness Overall Score Ni-NTAAnti-FC Super Strep Strep Amine Reactive
  • 10. 10 Baseline 30 – 60 sec. Loading ~ 3-5 minutes Baseline/ Wash 60 – 120 sec. Association 2 – 10+ minutes Y Y Platform: 60 sec. 5 minutes 60 sec. 5 minutes
  • 11. Load Density Scouting • Sensor loading is evaluated using an antigen/protein to ensure sufficient protein is loaded on the sensor, but not overloaded. 11
  • 12. Concentration scouting of 2nd molecule (antibody) • Holding the first molecule (antigen) constant, a concentration range is evaluated for product association in a concentration dependent manor. 12 For typical antibodies, assay development would be done => method optimization and assessment (accuracy, linearity, etc.) % 𝑅𝑒𝑙𝑎𝑡𝑖𝑣𝑒 𝑃𝑜𝑡𝑒𝑛𝑐𝑦 𝑂𝑐𝑡𝑒𝑡 𝐺𝑒𝑛𝑒𝑟𝑎𝑡𝑒𝑑 𝐶𝑜𝑛𝑐𝑒𝑛𝑡𝑟𝑎𝑡𝑖𝑜𝑛 𝑇ℎ𝑒𝑜𝑟𝑒𝑡𝑖𝑐𝑎𝑙 𝐶𝑜𝑛𝑐𝑒𝑛𝑡𝑟𝑎𝑡𝑖𝑜𝑛
  • 13. • Qualified 6 single target potency methods using different antibody/antigen pairs • Frequently achieve ≤10% RSD for sample triplicates and 90 – 110% Potency • Release/stability method for activity much faster than typical ELISA or SPR 13 R2 ≥ 0.99
  • 14. • Case Study #1: • IgG1 method development Fc binding Development: Evaluating the importance of wash and sample buffers and plates • Case Study #2: • Fusion Protein (non-mAb) Titer Development – PD support only • Case Study #3: • Antigen potency development for vaccine using full curves • Case Study #4: • Following potency assay data through QC and preparing for validation
  • 15. • Method Development: • Investigation of addition of excipient to wash and/or sample diluent solutions Assay Excipient Wash Non- Excipient Wash Excipient Std Diluent Non- Excipient Std Diluent 1 X X 2 X X 3 X X 4 X X
  • 16. Excipient Wash No Excipient Sample Diluent Excipient Wash Excipient Sample Diluent No Excipient Wash Excipient Sample Diluent Non-Excipient Wash Non-Excipient Sample Diluent
  • 17. Half Area PlatesFull Area Plates Noise Baseline drop Wider variation
  • 18. • Wash and Loading buffers should be prepared without the excipient addition • Plate type is important, similar to a fluorescence assay • Method was successfully developed an implemented into a QC assay 400 200 50 25 Blank 100 Loading
  • 19. • Objective: Develop a kinetic binding curve to determine KD values for a protein of interest. Work done in collaboration with The Haynes Lab at Duke, DAIDS, and ABL.
  • 20. Initial conditions tested Extend loading step Decreased loading step, increase concentration
  • 21. Final conditions demonstrate a clear dose response increase concentration
  • 22.
  • 23. Octet® Method Biacore® Method Sample KD (nM) Fold difference from Control Sample KD (nM) Fold difference from Control Octet Reference Material 18.2 NA Biacore Reference Material 26.0 NA Process 1 36.7 2.0 Process 1 94.9 3.7 Process 2 27.5 1.5 Process 2 41.8 1.6 Process 3 20.0 1.1 Process 3 36.9 1.4 Process 4 17.2 0.9 Process 4 24.8 1.0 Process 5 21.4 1.2 Process 5 50.5 1.9
  • 24. • KD values and/or dose response curves can be used as an alternative approach to concentration based potency • KD values are comparable to SPR data • Robust assays can be rapidly developed and used to support in-process analysis
  • 25. • Protein Titer Development using anti-FC antibody Sensors YYYY YYYYY YYYYY
  • 26. Sample Well Conc. (µg/mL) Dilution Calc. Conc (µg/mL) HPLC Titer results (µg/mL) Transient 2.18 10 21.80 73.00 Stable 21.60 10 216.00 225.00 117-1 0.00 10 <15.6 40.00 117-2 0.00 10 <15.6 27.00 117-3 0.00 10 <15.6 31.00 117-4 0.00 10 <15.6 20.00 117-5 2.97 10 29.70 47.00 117-6 0.00 10 <15.6 22.00 117-7 0.00 10 <15.6 29.00 117-8 0.00 10 <15.6 15.00 r2 = 0.9963 Chi Square = 0.0001 Dilutional Linearity indicated a 10 fold dilution was needed
  • 27. Results of analysis of single plate for titer Data in this range was suspiciously high
  • 28. 2 3 4 5 6 7 8 9 10 11 12 A 35.8 77.9 85.7 29.5 43.1 51.3 47.4 48 55.9 30 25.3 B 19.5 35 52 18.7 23.4 29.2 26.4 29.1 33.6 18.5 41.8 C 11.6 29.1 34.1 12.9 12.6 16.3 16 21.3 24.3 24.2 24.8 D 6.09 17.9 12 8.01 6.33 8 10.2 11.9 10 11.8 10.7 E 4.36 8.29 8.7 4.3 5.69 6.96 5.74 8.95 8.2 9.07 8.51 F 3.13 6.82 4.13 4.56 2.75 6.07 2.94 5.14 5.17 6.28 4.98 G 2.15 3.59 3.89 3.22 2.71 3.94 3.23 3.15 4.36 5.29 10.8 H 1.61 2.61 2.76 1.84 1.97 3.02 2.42 2.9 3.1 3.66 2.42 5 plates were analyzed each plate had the same pattern as displayed below
  • 29. Condition 1 Measured Concentration (µg/ml) DF Corrected Concentration (µg/ml) Spiked result %Spike Recovery Sample 1 2.74 54.8 6.06 83% Sample 2 2.56 51.2 6.34 95% Sample 3 2.32 46.4 7.41 127% Sample 4 3.85 77 9.21 134% Condition 2 Measured Concentration (µg/ml) DF Corrected Concentration (µg/ml) Spiked result %Spike Recovery Media Spike 0 0 4.4 110% Sample 2 1.9 38 5.86 99% Sample 3 2.35 47 43.8 1036% Sample 4 4.57 91.4 26 536% Two lots of samples were analyzed from different runs using different media conditions
  • 30. • Always scout dilutional linearity if evaluating samples in cell culture harvest • Spike recovery should always be preformed with all matrixes at the correct dilution • Follow the data through process development and evaluate the data in the plate layout
  • 31. • Potency Assay followed our platform approach • Assay developed to measure binding of an antibody to an antigen • Antigen immobilized using Ni(NTA) sensors • Standard curve ranged from 400% to 12.5% of nominal load • Potency measured based on nominal load comparison
  • 32. Target Mean STD DEV %RSD %Recovery 400 400 21 5 100 200 200 4 2 100 100 99 1 1 99 50 51 1 2 101 25 25 0 1 100 12.5 12.5 0 3 100 0 N/A N/A N/A N/A Linearity Target Avg Binding Rate Average Potency %RSD Analyst 1 100 0.7 96 Analyst 2 100 0.6 103 6 Intermediate Precision
  • 33. • Standard curve R2 ≥0.97 (Range observed 0.97 to 0.999) • %RSD of triplicate standard preparations ≤20% ( Range observed 0 to 11%) • Recovery of standards must be between 70 – 130% (range observed 89 to 110%) • Blank must read “too low” (sometimes a value is registered)
  • 34. Binding rate of nominal load over 1 year period
  • 35. • Standard curve R2 ≥0.97 to ≥0.98 • %RSD of triplicate standard preparations ≤20% to ≤15% • Recovery of standards must be between 70 – 130% to 80 – 120% • Blank must read “too low” or binding rate less than a set limit (I.E. ≤0.05 nm/min) • Add a control sample • Set binding rate range on standards
  • 36. • Carson Cameron • Brendan Peacor, Ph.D. • Jimmy Smedley, Ph.D. • Abhinav Shukla, Ph.D. • Melissa Ragan • Amanda Hoertz, Ph.D. • KBI Biopharma Analytical Development Team • ForteBio • Hope Boyce • Hendrick Loei • David Apiyo, Ph.D. • Yuichi Sugiyama