single-well analysis in ligand-binding assays
TRANSCRIPT
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Single-Well Analysis in Ligand-Binding Assays: Retrospective Evaluation of Validation and Study Sample Data of PK and ADA Assays using ELISA
Enric Bertran, Herbert F. Birnboeck, Eginhard SchickClinical Pharmocology and Bioanalytical R&DpRED Pharmaceutical Sciences, Roche Innovation Center BaselEBF 10th Open Symposium, Barcelona 2017
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Single-Well Analysis in Ligand-Binding AssaysOutline
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Introduction
HistoricalPerspective
BACommunityandRegulator’sView
RetrospectiveEvaluation:Duplicatevs.Single-WellAnalysis
5 CaseStudies:PKandImmunogenicityAssays
Conclusion
E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
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Single-Well Analysis in Ligand-Binding AssaysSome important evolutions in Bioanalysis
3E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
RIA1959 Yalow
First Microtiter Plates (MTP)1950’s, Takatsy
ELISA1960’s
GyrolabLate 1990’s
Standardization of MTPsLate 1990’s, SBS
First Autoanalyzer1957, Skeggs
Flow Injection Analyzer
1975
LC-MS1980’s
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Single-Well Analysis in Ligand-Binding AssaysDifferent Technology Platforms and Assay Variability
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Assay Variability
fully manual fully automated
RadioImmunoAssayAutoanalyzerMTP Assay Formats
E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
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Single-Well Analysis in Ligand-Binding AssaysEvolution of scientific and regulatory landscape
• Historically, duplicate or even triplicate analysis has been the standardapproach in LBA because of inherent variability in assay platforms andtechnical equipment
• Singlicate analysis has been the accepted standard approach in chromatographic assays in Small Molecule BA (HPLC-UV, GC-MS, LC-MS)
• Modern assay technologies and platforms with low variability can supportsinglicate analysis also for LBAs
• Regulators are open to singlicate analysis in LBA if appropriate performancecan be shown in assay validation
5E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
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Single-Well Analysis in Ligand-Binding AssaysEvolution of scientific and regulatory landscape
6E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
EBF Workshop Brussels, June 2014
Conducting ELISAs: are duplicates always necessary or do singletssuffice?
QPS Presentation
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Single-Well Analysis in Ligand-Binding Assays Case Studies - General Design
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1• Select various assay formats using ELISA platform (PK and
ADA assays)
2• Evaluate validation and sample assay data sets retrospectively
using duplicate-well and single-well evaluation.
3• Compare data and outcome
E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
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Single-Well Analysis in Ligand-Binding Assays Case Study 1: PK Assay Validation
MTP based classical ELISA for quantification of a monoclonal Ab
8E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
Substrate
MTP with Capture Ab
Labeled Detection Ab
2nd Label AbAb Drug
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Single-Well Analysis in Ligand-Binding Assays Case Study 1: PK Assay Validation
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Single-Well Analysis in Ligand-Binding Assays Case Study 1: PK Assay Validation
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• Outcome of validation parameters very similar, with minimal variation, regardless of evaluation method (duplicate vs. single well)
• Overall outcome of validation within acceptance range, regardless of evaluation method (duplicate vs. single well)
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Single-Well Analysis in Ligand-Binding Assays Case Study 2: PK Assay Validation and Sample Analysis
MTP based classical ELISA for quantification of a monoclonal Ab
11E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
Substrate
2nd Label AbAb Drug Labeled Detection Ab
MTP with Target
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Single-Well Analysis in Ligand-Binding Assays Case Study 2 (PK Assay Validation):
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Single-Well Analysis in Ligand-Binding Assays Case Study 2 (Sample Analysis):
Correlation of duplicate well vs. single well results from individual samples
13E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
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Single-Well Analysis in Ligand-Binding Assays Case Study 2: PK Assay Validation and Sample Analysis
14E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
• Outcome of validation parameters very similar, with minimal variation, regardless of evaluation method (duplicate vs. single well)
• Overall outcome of validation within acceptance range, regardless of evaluation method (duplicate vs. single well)
• No systematic deviation observed between concentration data, regardless of evaluation method (duplicate vs. single well)
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Single-Well Analysis in Ligand-Binding Assays Case Study 3: ADA Assay Validation
MTP based classical bridging ELISA for determination of ADA
15E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
Substrate
2nd Label AbADAMTP with Drug Labeled Drug
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Single-Well Analysis in Ligand-Binding Assays Case Study 3: ADA Assay Validation
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Single-Well Analysis in Ligand-Binding Assays Case Study 3: ADA Assay Validation
17E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
• Outcome of validation parameters very similar, with minimal variation, regardless of evaluation method (duplicate vs. single well)
• Overall outcome of validation within acceptance range, regardless of evaluation method (duplicate vs. single well)
• Screening and confirmatory cut-points very similar
• Assay sensitivity at cut-point very similar
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Single-Well Analysis in Ligand-Binding Assays Case Study 4: Evaluation of clinical data (quantification of drug in serum)
18E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
Specific drug assay
• Assay used for quantification of drug in human plasma
• Total drug: acid dissociation prior to assay• Active/free drug: short incubation times, no acid dissociation
Further Reading:Staack RF et al. Free analyte QC concept: a novel approach to prove correct quantification of free therapeutic protein drug/biomarker concentrations. Bioanalysis 6(4), 485-496 (2014).Schick E et al. Validation of a ligand binding assay for active protein drug quantification following the “free analyte QC concept”. Bioanalysis 9(1), 2537-2549, 2016
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Single-Well Analysis in Ligand-Binding Assays Case Study 4: Evaluation of clinical data (quantification of drug in serum)
19E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
Active/free drugTotal drug
Relative Difference (%) Total drug Active/free drug
Mean 2.5 3.2
Min 0.0 0.0
Max 23.6 27.7
Relative Difference (%) = │well 1−well 2│average (well1/2)
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Single-Well Analysis in Ligand-Binding Assays Case Study 4: Evaluation of clinical data (quantification of drug in serum)
20E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
Accuracy (%) Precision (%CV)
Total drug(well 1/2)
Active drug(well 1/2)
Total drug(well 1/2)
Active drug(well 1/2)
CalibrationStandards
98.5 to 101.697.7 to 103.6
98.4 to 102.498.4 to 101.6
0.5 to 2.91.0 to 3.9
0.9 to 7.00.6 to 5.7
QC Samples 94.7 to 106.391.3 to 108.1
101.0 to 104.0102.4 to 104.7
5.7 to 7.95.0 to 8.1
9.2 to 12.79.9 to 13.8
Precision and Accuracy
Incurred Sample Reanalysis
Total drug(well 1/2)
Active drug(well 1/2)
Relative Difference (well 1)Relative Difference (well 2)
-15.9 to 24.8-17.5 to 18.1
-31.3 to 41.3-36.9 to 40.9
% Pass rate (well 1)% Pass rate (well 2)
100100
93.293.2
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Single-Well Analysis in Ligand-Binding Assays Case Study 4: Evaluation of clinical data (quantification of drug in serum)
21E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
• Excellent correlation between concentration data from well1/2 over the whole concentration range
• No systematic deviation observed between concentration data from well1/2
• Comparable precision and accuracy in calibration standards and QC samples from well1/2
• Similar ISR success rate and comparable Relative Difference data from well1/2
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Single-Well Analysis in Ligand-Binding Assays Case Study 5: Evaluation of clinical data (immunogenicity testing)
22E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
ADA Bridging Assay
• Data evaluation performed for
• Screening assay (assay signal)• Confirmatory assay (% inhibition)• Titration assay (titer)
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Single-Well Analysis in Ligand-Binding Assays Case Study 5: Evaluation of clinical data (immunogenicity testing)
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Screening Assay Confirmatory Assay Titration Assay
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Single-Well Analysis in Ligand-Binding Assays Case Study 5: Evaluation of clinical data (immunogenicity testing)
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• Excellent correlation between results from well1/2 in screening and confirmatory assay
• False positive rate 3.4% for well 1 and well 2 data evaluation
• Good correlation between titration assay results from well1/2
• Identical titers in 89.7% of all cases
• Maximum observed deviation was one dilution step (factor 3)
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Single-Well Analysis in Ligand-Binding Assays
Conclusion (1)
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Ø Single-well evaluation of validation and study sample data delivers similar overall outcome compared to duplicate-well evaluation
Ø Key validation parameters are comparable within narrow ranges
Ø Back-calculated concentrations of study samples are comparable within narrow ranges
Ø Cut-points in immunogenicity assays are very similar
E. Bertran, H. Birnboeck, E. Schick, 10th EBF Open Symposium, Barcelona 2017
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Single-Well Analysis in Ligand-Binding Assays
Conclusion (2)
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Ø Processing of plates using single-well pipetting requires more focus when done manually (more samples per plate)
Ø Operational feasibility should be tested in realistic cases (studies)
Ø Two (or more) sets of singlicate QCs per plate may be adequate
Ø May be appropriate to increase the ISR rate in assays to build further confidence in single-well analysis approach
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Acknowledgement
Lab of E Schick , RIC Basel
Caroline Kreuzer
Colleagues from Large Molecule Bioanalytical R&D:
RIC Munich & RIC Basel
pRED Pharmaceutical Sciences
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Julia Heinrich
Lisa Benincosa
Thomas Singer
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