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MONITORING METHOD PERFORMANCE
WITH BIOLOGICALS REFERENCE STANDARDS
Introduction: Reference StandardsVicky van Klinken-Manti
Assay Monitoring ToolSteven Kok
Biologics and Vaccines AnalyticsMSD Oss, The Netherlands
INTRODUCTION: Reference Standard Definitions -ICH Q6B
Generally: Reference standards are necessary for the analytical and medicinal quality control and for traceability.
Reference material is a sufficiently homogenous and stable material established to be fit for its measurement purpose: as a system suitability control, a calibrator or a comparator
The ideal Reference Material is a certified reference material with property values close to those of the test samples of interest “like vs like”
Official Reference Standard: A primary reference standard obtained from an official-recognised source, ie WHO, EDQM, USP, NIBSC, NIST etcWhere a recognized national or international standard is available, the manufacturer’s reference material and/or reference standard when used should be qualified against this standard.
For a new biological drug, it is unlikely that an international standard will be available at the time of submission.
Primary Reference Standard (PRS) (in-house): An appropriately characterized in-house material prepared by the manufacturer and is representative of the production and clinical materials. PRS is typically used to calibrate the Secondary (working) Reference Standard(s). A PRS is protocol driven, established through thorough and extensive characterization and testing and from stability data.
Secondary Reference Standard (SRS) or Working Reference Standard (WRS): SRS is an appropriately characterized in-house material that is generated from representative clinical or commercial batches. It is certified against the Primary Reference and used at product quality control testing.
2
Lifecycle management of Two-Tier Reference Standards
3
The NISTmAb Reference Material 8671 lifecycle management and quality plan,Schiel and Turner(2018) Analytical and Bioanalytical
Chemistry 410:2067–2078
4
Assay Monitoring Tool: Content
1. Assay Monitoring Tool for BiologicsOverview of tests and labs, KeytrudaScope, Usage
2. AMT–for Method Performance Monitoring2 examples
3. AMT Extended scope: Reference Standard performance2 examples
4. Future enhancements
5
Assay Monitoring Tool: Background
FDA Guidance: Analytical Procedures and Method Validation for Drugs and Biologics Final Guidance for Industry issued July 2015:
….Trend analysis on method performance should be performed at regular intervals …. If an analytical procedure can only meet the established system suitability requirements with repeated adjustments …… the analytical procedure should be reevaluated, revalidated, or amended, as appropriate…
Traditional system of Method performance monitoring: Control Charts
Keytruda: many labs (MSD, CROs, Dev labs, QC labs: DS/DP release + stab)all using 1 set of methods (e.g. some for DS + DP) and 1 SRS
Assay Monitoring Tool 1 Validated system combining System Suitability data and lab notebook entries
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Overview of Assay Monitoring Tool
The Assay Monitoring Tool (AMT) is a validated global, web-based intranet application based on Spotfire, which extracts, visualizes and performs basic statistical analysis on data from the Manufacturing Integration and Intelligence (MII) database.
MIIdatabase
• Provides instant access to the data in a form of interactive control charts• Statistical calculations, generation of validated reports
To enable early detection of trends indicating potential assay problems
AMT Scope
Method performance trending• System Suitability Test (SST) and
control sample results are monitored
• Further information as e.g. analyst, column and equipment are captured and can be used as part of an investigation to identify root causes
Out ofScope
Product trending • Release or Stability results are not
monitored
7
Monitored Tests and Labs for Keytruda: DS + DP + Dev
Test # of Labs
Peptide Map (Lys-C digestion) 7Size-Exclusion Chromatography 10Capillary Electrophoresis Non-Reduced 10Capillary Electrophoresis Reduced 10Ion Exchange Chromatography (IEX) 10Hydrophobic Chromatograph (HIC) 10Protein Content assay (UV) 9Potency ELISA 5Residual protein A 4Residual Host Cell CHO protein 3Residual Exogenous DNA (QPCR) 4Osmolality 5Polysorbate-80 6Moisture 2
Data entered for IEX RunGeneral Run info: 10 itemsLab ID, Date of Test, Experiment ID, Instrument ID,HPLC Column #, SRS Lot #, SST sol. Lot #, Analyst ID,Run Status (Valid / Invalid), Run Failure Reason (A-F)
SRS results: 15 parameter valuesMean area% + RSD% area% of Main + 6 charge variantsRetention Time main peak (RSD% min.)SST Control Sample result: 1 parameter valueMean area%: Chart Var 5
Data entered for Osmolality RunGeneral Run info: 7 itemsLab ID, Date of Test, Experiment ID, Instrument ID, Analyst ID, Run Status T (Valid / Invalid), Run Failure Reason (A-F)
Reference Solution results: 2 parametersAccuracy of 200/300 mOsmol/kgRSD for reference solution (RSD% mOsmol/kg)
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AMT for Method Performance MonitoringExample for 1 lab: SEC
AMT
Data is within control limits, method performance is under control
Nelson rule 2: 9 points in a row on the same
side of the central line (mean shift) obtained in
4 labs x 6 runs
1 lab selected onlyRefSt
Validatedexport
UCL
LCL
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AMT for Method Performance MonitoringExample for 7 labs: CESDS-NR
AMT
Data is within control limits, method performance is under control
• CMO 1, • CMO 2, • MSD Lab 1, • MSD Lab 2, • MSD Lab 3, • MSD Lab 4, • MSD Lab 5
obtained in4 labs x 6 runs
Note: ≠ SSTlimits in method
UCL
LCL
Data gathered using AMT: Valuable data on SRS and Control Samples
Examples of data gathered for previous SRS; in use Dec 2016 – Jun 2020:
- HP-IEX: 375 successful runs, in 9 labs
Data on Area % of Main peak + 6 charge variants in SRS
- Potency ELISA: 2054 successful runs, in 5 labs
Data on Potency % CS vs SRS, EC50, Curve Slopes,
3 batches Control Sample, numerous Ligand lots, PD-1 coating lots, etc
Trending: Lab vs instrument/analyst, Lab vs Lab, Lab vs time, Lab vs instrument, Reference
method / lab performance SRS / Control Sample performance 10
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Extended Scope 1: Evaluation of Reference Standards
T= 0
T= 1
yr
T= 2
yr
T= 3
yr
Traditional stability-evaluationRe
spon
se
100%
L Spec
U Spec
Number of runs based on σ of method
Performed in 1 lab, Stored in 1 location
Influence of reagents, equipment, etc unknown
Evaluation Control Sample for IEX
Used as SST solution in IEX method: Sample with elevated Chart Variant%
100 µL single use vials. Yearly re-evaluation
Method description:
SRS12
SST Control sampleSRS (lower)
Re-evaluation based on comparing results from runs in 5 labs with runs of Qualification
2.4
2.6
2.8
3.0
3.2
3.4
3.6
μ₀=3.000
LCL=2.400
UCL=3.600
Evaluation Control Sample for IEX
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decl value + 3σ• actual result duringRelease or Stability testingDS or DP (178 runs, 5 labs)
decl value - 3σ
obtained inqualification
(≥ 6 runs)
1 year
Data is within limits, Control sample can be re-qualified
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Extended Scope 2: SRS Stability Monitoring
T= 0
T= 1
yr
T= 2
yr
T= 3
yr
Traditional Stability Monitoring of SRSSR
S vs
PRS
100%
L Spec
U Spec
Number of runs based on σ of method
Performed in 1 lab, Stored in 1 location
Influence of reagents, equipment, etc unknown
15
SRS Stability monitoring: IEX; yearly Re-evaluation
% P
eak
Area
1 year
obtained inqualification
(4 labs x 6 runs)
• CMO 1, • CMO 2, • MSD Lab 1,• MSD Lab 2, • MSD Lab 3
No trends visible for any peak over all labs,SRS can be re-qualified
Note; trending done for many tests
+ 3σ
- 3σ
16
SRS Stability monitoring: Potency: CS vs SRS
T= 0
T= 1
year
T= 2
yea
r
T= 3
yea
r
Actual results CS
vs S
RS
Performed in 5 labs, Stored in 5 location
Influence of reagents, equipment, people,etc included
No trends visible, SRS can be re-qualified
17
SRS Stability monitoring: Potency: combinationT=
0
T= 1
year
T= 2
yea
r
T= 3
yea
r
Dec
201
6
Oct
2017
Aug
2018
Jun
2019
Apr 2
020
Traditional Stability Monitoring of SRS Stability Monitoring of SRS with AMT
SRS
vs P
RS
CS v
s SRS
(Pot
ency
%)
• CRO 1• MSD Lab 1• MSD Lab 2• MSD Lab 3• MSD Lab 4
• T=0, • T= 2yr <-15°C, • T= 2yr <-60°C
No trends visible, SRS can be re-qualified
Future enhancements AMT
- All digital data entry (from digital notebooks)
- When digital; more data
- Enhanced data analysis
- New system “PDM”;
combining Product + Analytical performance data
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Thank You