evaluation of new technology for the quality … · 2018. 4. 2. · • extended qualification and...
TRANSCRIPT
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1
EVALUATION OF NEW TECHNOLOGY
FOR THE QUALITY CONTROL
LABORATORIES
JEFF SCHNEIDERHEINZE, PH.D.
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• Background on Microchip CE (MCE)
• Extended Qualification and Robustness of MCE
• Troubleshooting Case Studies
OUTLINE
2
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3
Technology Resolution Maximum
Throughput
Run Time Schematic Instrument Example Result
PAGE Low ~ 20
(Depends
on gel size)
3.5 hours
CE High 24 35 mins
MCE High 384 40 s per sample
(16 mins for 24
samples)
EVOLUTION OF ELECTROPHORESIS
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4
MCE USING PERKINELMER LABCHIP® INSTRUMENTS
GXII GXII Touch
WHT_LabChip_GXII_Touch_Antibody_Analysis.pdf
Protein PICO Assay Reagent Kit
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PRINCIPLE OF THE PICO MCE ASSAY
5
A fluorescent dye is chemically attached to free amines contained in the protein of interest. The labeled sample
is subsequently analyzed by MCE using fluorescence detection
Heat
LDS
Alkylating agent Dye
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6
COMPARISON OF CE-SDS RESULTS TO MCE USING PICO
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7
ADVANTAGES OF MCE GXII/GXII TOUCH INSTRUMENTS
• High Throughput
– Bottleneck becomes data processing rather than sample analysis time
– Fewer instruments are needed to match the same throughput of CE
• Ease of use/interface
– No manipulation of capillaries, cutting capillaries, etc.
– Minimal method parameters
• Compatibility with high salt matrices without sample pretreatment
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EXTENDED QUALIFICATION AND ROBUSTNESS
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9
WORKFLOW OF PICO MCE ASSAY
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Image credit: https://pixabay.com/en/tube-pellet-empty-clear-open-lab-308643/
https://www.thermofisher.com/order/catalog/product/AB2396
http://www.perkinelmer.com/product/protein-express-labchip-760499
http://www.perkinelmer.com/product/ht-labchip-gx-ii-touch-cls138160
Samples Add Buffers Denature
Incubate to
Attach Dye
Electropherograms
• Temperature
• Volume
• Pooled vs. unpooled
• Cooling time
• Heated vs. unheated lid
• Cooling time
• Sitting time
• Sitting location• Humidity
• Temperature
• Integration parameters
• Analyst integration
• Identity
• pH
• Ionic strength
• Concentration of alkylating agent
• Detergent (SDS vs. LDS)
Add Dye
Add Stop
Solution
Load Plate
and ChipRun Assay
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GXII AND GXII TOUCH COMPARABILITY STRATEGY
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Current Qualified Molecules (n=10
at the time of study, 15 to date)New Molecules
Bridging study between with
GXII and GXII Touch to allow
analysis by either model
Qualify using the GXII Touch
instrument
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11
COMPARABILITY BETWEEN INSTRUMENT MODELS
Instrument
Average( %) GXII GXII Touch
LMW 2.6 2.8
NGHC 4.7 4.7
Purity 91.7 91.5
n = 6 preps
Comparability study between the GXII and GXII Touch
• GXII model being superseded by the GXII Touch HT
• Examined 10 separate molecules
• Any differences were ≤ 0.8%, which is within the
established assay variability (SD%).
0.2
71
0.2
82
0.2
84
0.2
86
0.3
12
0.3
21
0.3
24
0.3
29
0.3
35
0.3
58
0.3
86
0.3
92
RF
U
0.00
50.00
100.00
150.00
200.00
250.00
300.00
350.00
400.00
Minutes
0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400
GXII Touch
0.2
75 0
.285
0.2
87
0.2
90
0.3
17
0.3
24
0.3
27
0.3
32
0.3
40
0.3
62
0.3
91
0.3
97
RF
U
-20.00
0.00
20.00
40.00
60.00
80.00
100.00
120.00
140.00
160.00
180.00
200.00
220.00
240.00
260.00
280.00
300.00
Minutes
0.260 0.265 0.270 0.275 0.280 0.285 0.290 0.295 0.300 0.305 0.310 0.315 0.320 0.325 0.330 0.335 0.340 0.345 0.350 0.355 0.360 0.365 0.370 0.375 0.380 0.385 0.390 0.395 0.400 0.405
LC
GXII
HC
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ALKYLATING AGENT AND PH
RF
U
0.00
200.00
400.00
600.00
800.00
1000.00
1200.00
1400.00
1600.00
1800.00
2000.00
2200.00
2400.00
2600.00
2800.00
3000.00
3200.00
Minutes
0.360 0.362 0.364 0.366 0.368 0.370 0.372 0.374 0.376 0.378 0.380 0.382 0.384 0.386 0.388 0.390 0.392 0.394 0.396 0.398 0.400 0.402 0.404 0.406 0.408 0.410
RF
U
0.00
200.00
400.00
600.00
800.00
1000.00
1200.00
1400.00
1600.00
1800.00
2000.00
2200.00
2400.00
2600.00
2800.00
3000.00
3200.00
Minutes
0.360 0.362 0.364 0.366 0.368 0.370 0.372 0.374 0.376 0.378 0.380 0.382 0.384 0.386 0.388 0.390 0.392 0.394 0.396 0.398 0.400 0.402 0.404 0.406 0.408 0.410
RF
U
0.00
200.00
400.00
600.00
800.00
1000.00
1200.00
1400.00
1600.00
1800.00
2000.00
2200.00
2400.00
2600.00
2800.00
3000.00
3200.00
Minutes
0.360 0.362 0.364 0.366 0.368 0.370 0.372 0.374 0.376 0.378 0.380 0.382 0.384 0.386 0.388 0.390 0.392 0.394 0.396 0.398 0.400 0.402 0.404 0.406 0.408 0.410
pH
4.4 6.1 8.8
Total area increases with higher
pH while the concentration of
the alkylating agent is robust
across a wide range
Non-Reduced
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DETERMINATION OF OPTIMUM SAMPLE PREPARATION
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Non-Reduced
Reduced
DOE study previously performed and temperature confirmed for material from new cell line
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STABILITY OF PLATED SAMPLES AT 5C
1448
0.00
0.50
1.00
1.50
2.00
2.50
3.00
3.50
4.00
75.00
80.00
85.00
90.00
95.00
100.00
0 60 120 180 240
Perc
ent
Minutes
Reduced LC+HCPurity
LMW
HMW
NGHC
Prepared samples are stable up to 4 hours at 5C
0.00
1.00
2.00
3.00
4.00
5.00
6.00
7.00
8.00
9.00
10.00
75.00
80.00
85.00
90.00
95.00
100.00
0 30 60 90 120150180210240
Perc
ent
MInutes
Non ReducedMP+NGMP
MP Purity
LMW
HMW
NGMP
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PRELIMINARY COMPARISON OF CE AND MCE
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Non-Reduced Reduced
Non-Reduced Reduced
Purity LMW NGMP Purity LMW NGHC
MCE 90.09 3.85 6.05 88.99 2.62 7.81
CE-SDS 92.4 2.23 5.43 87.3 3.54 8.55
Difference -2.31 1.62 0.62 1.69 -0.92 -0.75
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COMPARISON OF STABILITY SAMPLES – 3M AT 40C
Non-Reduced
Method %area
CE (Purity) 83.7
MCE (Purity) 84.4
CE (LMW) 7.75
MCE (LMW) 9.73
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COMPARISON OF STABILITY SAMPLES – 3M AT 40C
Reduced
Method %area
CE (Purity) 84.2
MCE (Purity) 85.3
CE (LMW) 6.94
MCE (LMW) 5.67
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LINEARITY
Total Area
Consistency of Analysis
Consistency of Analysis
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LOQ/LOD DETERMINATION
Product Level
(ppm)0.5 1 2 2.5
Average Total
Time
Corrected
Area
239443 316124 905277 1444274
SD 98620 28588 30929 42300
RSD 41.2 9.0 3.4 2.9
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MCE METHOD ACCURACY
Non-reduced
Nominal
Concentration
(mg/mL)
Recovered
Concentration
(mg/mL)
% Recovery
0.35 0.30 85.1
0.40 0.44 109.4
0.50 0.55 109.5
0.60 0.58 96.8
0.65 0.64 106.0
Reduced
Nominal
Concentration
(mg/mL)
Recovered
Concentration
(mg/mL)
% Recovery
0.35 0.36 102.2
0.40 0.40 101.2
0.50 0.46 92.7
0.60 0.64 106.6
0.65 0.63 97.6
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MCE ASSAY PRECISION
Reduced
Prep LMW NGHC HMW Purity
1 2.46 7.6 0.53 89.4
2 2.89 7.5 0.68 88.9
3 2.54 7.4 0.73 89.3
4 2.51 7.7 0.75 89.1
5 2.65 7.3 0.76 89.3
6 2.53 7.6 0.65 89.2
Average 2.60 7.5 0.69 89.2
SD 0.16 0.13 0.08 0.16
RSD 6.03 1.71 12.34 0.18
Non-Reduced
Prep LMW NGMP MP HMW
1 3.82 5.32 90.9 0
2 3.88 5.53 90.6 0
3 3.77 6.14 90.1 0
4 3.60 6.14 90.3 0
5 3.56 5.69 90.8 0
6 3.88 5.50 90.6 0
Average 3.75 5.72 90.5 0
SD 0.14 0.35 0.29 0
RSD 3.76 6.04 0.32 0
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MCE INTERMEDIATE PRECISION
Non-reduced
Analyst % LMW % NGMP % HMW
1 3.85 6.4 0.13
2 3.75 5.7 ND
Average 3.80 6.1 0.07
SD 0.07 0.47 0.09
RSD 1.76 7.69 141.42
Reduced
Analyst % LMW % NGHC % HMW % Purity
1 2.62 8.1 0.5 88.8
2 2.60 7.5 0.7 89.2
Average 2.61 7.8 0.6 89.0
SD 0.02 0.43 0.12 0.31
RSD 0.62 5.47 20.55 0.35
Two different analysts were
utilized using separate
instruments, reagent kits and
microchips
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PERFORMANCE AND TRENDING
mean UCL LCL
CE Purity 94.7 95.8 93.7
MCE
Purity
94.0 95.4 92.7
CE LMW 1.68 2.45 0.91
MCE
LMW
2.52 3.57 1.48
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PERFORMANCE AND TRENDING
mean UCL LCL
CE Purity 96.8 97.8 95.7
MCE
Purity
94.8 96.3 93.2
CE LMW 2.09 3.05 1.11
MCE
LMW
3.35 4.42 2.27
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TROUBLESHOOTING
CASE STUDIES
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TROUBLESHOOTING ATYPICAL PROFILE – FRONTING ON LIGHT CHAIN
Issue
Analyst noted atypical fronting of the light chain peak
Root Cause
After thorough investigation, it was determined that
the O-rings were soiled. The O-rings were replaced
and subsequent eletropherograms were typical
Remediation
O-rings are now visually inspected and replaced more
often
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CELL LINE CHANGE FOR A MONOCLONAL ANTIBODY
Issue
Analyst noted shoulder on the tail of the main peak in
new cell line
Root Cause
After thorough investigation with supporting
post-translational and mass spec analysis, dye was
conjugating more in the hinge region of the cell line 2
more so than the cell line 1 material
Comparison of Non-Reduce MCE Electropherograms
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• MCE analysis using GXII has demonstrated to provide quality data comparable to CE with comparable method
qualification performance
• Robust operating ranges have been developed and qualified for use in QC testing
• Data trending between the assays is similar however the number of total invalid assays thus far by MCE is
about half that of CE
• Instrument downtime is nearly non-existent for MCE with regular preventative maintenance and daily cleaning
• Careful cleaning and training of analysts is necessary to reduce abnormal profiles and maintain instrument
performance
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CONCLUSIONS AND NEXT STEPS
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IOPS QC and Analytical Sciences
• Timothy Riehlman
• Gabriel Carreau
• Nicole Nall
• Anu Rambhadran
• Matthew Allen (intern)
• Paul Bigwarfe
IOPS management
• Daniel Van Plew
• Rong Wang
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ACKNOWLEDGEMENTS