SlideShare ist ein Scribd-Unternehmen logo
1 von 26
Downloaden Sie, um offline zu lesen
The life science business of Merck KGaA, Darmstadt, Germany operates as MilliporeSigma in the U.S. and Canada.
Philip Szymanski, Akshat Gupta, and Dana Kinzlmaier
August 6th, 2020
Improvement in protein A resin lifetime by
implementing poly-diallyldimethylammonium
chloride (pDADMAC) flocculation coupled
with gradient depth filtration
Agenda
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
2
1 Background
2 Results
3 Wash Optimization and Scale-up/Implementation
4 Summary
3 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
Background
Relevance
2
1
mAb producing cell lines are becoming more productive
 Flocculants are one tool to combat the bottleneck created by higher cell densities
 Insufficient investigation into the effects of flocculant-based clarification on subsequent
downstream unit operations
Protein A Resin Performance
 Large contributor to the total cost of purification raw materials
 Purification process costs are sensitive to resin longevity
Kelley, “Very Large Scale Monoclonal Antibody Purification: The Case for Conventional Unit Operations”. Biotechnol. Prog. 2007, 23, 995-1008
Background
pDADMAC
Poly(diallyldimethylammonium chloride)
 Polymeric, cationic flocculant (binds negatively charged species)
 Promotes the formation of flocs in the 30-40µm range
 Couples with Clarisolve® 40MS depth filters for effective clarification
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
4
Background
Feed Streams
 mAb02 cell culture dosed with
pDADMAC at 30pg/cell
 Titer = 1.64 g/L
 Hand-packed Omnifit® column
 HETP = 0.054cm
 102mm bed height
 3.49mL CV
 Naïve DBC10% = 41.3 mg/mL CV
Eshmuno® A Capture
Chromatography
Clarisolve® 40MS Clarification
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
5
 mAb02 cell culture
 Titer = 1.69 g/L
 Hand-packed Omnifit® column
 HETP = 0.043cm
 101mm bed height
 3.46mL CV
 Naïve DBC10% = 43.9 mg/mL CV
Eshmuno® A Capture
Chromatography
Millistak+® D0HC → X0HC
Clarification
Flocculated Feed
Non-Flocculated Feed
Background
Feed Stream Impurities
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
6
0.0E+00
2.0E+05
4.0E+05
6.0E+05
8.0E+05
1.0E+06
1.2E+06
1.4E+06
[HCP]
ppm
Concentration of Host Cell Proteins in Clarified Cell Culture
Non-flocculated Flocculated
Flocculated Feed contains 31% less HCPs
7 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
Background
Chromatography Method
Step Buffer/Solution CV RT (min)
Equilibration 25mM Tris, 150mM NaCl, pH 7.2 5 3
Load HCCF with 0.08% NaN3 ~20 4
Wash 25mM Tris, 500mM NaCl, pH 7.2 5 3
Elution 100mM Acetate, pH 3.0 5 3
Strip 150mM H3PO4 5 3
Strip Wash-out 25mM Tris, 150mM NaCl, pH 7.2 1 3
Regeneration
(skip if sanitization)
0.1M NaOH 5 3
Sanitization* 0.4M NaOH 5 3
Sanitization Wash-out 25mM Tris, 150mM NaCl, pH 7.2 5 3
• Loaded to 80% of DBC10%
• Sanitization every 10th cycle
• Elution peak collection from
100mAU to 96mAU at 280nm
(2mm flow cell)
*every 10th cycle
Background
Resin Life Endpoints
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
8
DBC10% falls below 80% of naïve column
Pressure increases >100%
• Arrived at this number using pressure v. flow data for Eshmuno®
A resin
• 20cm packed bed height yields 1.5 bar differential pressure at
400 cm/hr linear velocity
• Assume 4 bar limit for process scale chromatography system,
25% safety factor
• Resulting loss of product
Or
• Titer Measurements
• HPLC method using POROS™ analytical protein A column
• Yield Measurements
• Absorbance at 280nm using SoloVPE UV-VIS spectrophotometer
• Pressure Drop measured offline using PendoTECH pressure transducers coupled with our data
acquisition system for greater resolution
• Host Cell Protein Concentrations
• Plate-based 3G CHO HCP ELISA kit from Cygnus, Catalog F550
• Leached Protein A Concentrations
• Plate-based ELISA from Repligen, Catalog 9000-1
Background
Analytical Assays
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
9
Agenda
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
10
1 Background
2 Results
3 Wash Optimization and Scale-up/Implementation
4 Summary
11 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
Results
Evolution of Eluate Volume and ΔP
0.5
0.7
0.9
1.1
1.3
1.5
1.7
1.9
0 50 100 150 200
mAb
Eluate
Pool
Volume
(CV)
Cycle no.
Trend of mAb Eluate Pool Volume
Non-flocculated Flocculated
-5
0
5
10
15
20
25
30
35
40
45
0 50 100 150 200
Column
Backpressure
Increase
(%)
Relative
to
New
Column
Cycle no.
Trend of Column Backpressure
Non-flocculated Flocculated
Maximum pressure increase:
<10% for flocculated feed
>40% for non-flocculated feed
12 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
Results
Non-flocculated Feed Chromatogram - Elution Peak
Chromatogram overlay comparing UV and pH traces of:
No significant changes in peak shape or width, no artifact peaks
Load Wash Elution
Elution
Blue curves: 1st cycle using 0.1M NaOH regeneration step
Brown curves: 100th cycle using 0.4M NaOH sanitization step
13 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
Results
Flocculated Feed Chromatogram - Elution Peak
Chromatogram overlay comparing UV and pH traces of:
No significant changes in peak shape or width, no artifact peaks
Load Wash Elution
Elution
Blue curves: 1st cycle using 0.1M NaOH regeneration step
Brown curves: 160th cycle using 0.4M NaOH sanitization step
14 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
Results
Evolution of Yield and Dynamic Binding Capacity
0%
20%
40%
60%
80%
100%
0 50 100 150 200
mAb
yield
Cycle no.
mAb Yield Trend
Non-flocculated Flocculated
95%
75%
80%
85%
90%
95%
100%
105%
0 50 100 150 200
Relative
DBC
10%
Cycle no.
Relative DBC10% Trend
Non-flocculated Flocculated
33% increase in number of cycles based
on DBC10% Trends
Results
Eluate Quality - Host Cell Protein Clearance
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
15
Average [HCP]
Non-
flocculated
Feed
3,735 ppm
Flocculated
Feed
734 ppm
0
0.5
1
1.5
2
2.5
3
3.5
1 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160
Log
clearance
Cycle no.
Host Cell Protein Clearance
Non-flocculated Flocculated
Average = 2.5
Average = 3.1
Results
Eluate Quality - Leached Protein A
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
16
Average [Leached
Protein A]
Non-
flocculated
Feed
6.1 ppm
Flocculated
Feed
8.3 ppm
0
5
10
15
20
25
30
1 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160
Concentration
(ppm)
Cycle no.
Leached Protein A levels
Non-flocculated Flocculated
• Residual pDADMAC concentration in the protein A eluate samples was determined using LC-MS
• Several samples were analyzed without pre-treatment, but a few underwent a protein precipitation pre-
treatment using methanol to decrease signal noise and interference
• Column: Phenomenex® Aeris Widepore XB-C18, 4.6mm x 150mm x 3.6um
• Samples were spiked with pure pDADMAC to determine limit of detection (LOD) and limit of
quantitation (LOQ)
• LOD and LOQ were calculated for each sample based on signal to noise ratio (S/N)
Results
Quantitation of Residual pDADMAC - Method
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
17
Example of a total ion chromatogram
• LOQ ranged from 1.46 – 15.33 ppm
Results
Quantitation of Residual pDADMAC – Preliminary Results
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
18
Sample Pre-treatment Sample Name LOD (ppm) LOQ (ppm) Result
Protein Precipitation
Null Control Load <LOD
Null Control Cycle 1 <LOD
pDADMAC Load <LOD
pDADMAC Cycle 1 Eluate <LOD
pDADMAC Cycle 10 Eluate <LOD
pDADMAC Cycle 20 Eluate <LOD
None
pDADMAC Cycle 30 Eluate 1.31 4.38 <LOQ
pDADMAC Cycle 40 Eluate 0.66 2.19 <LOD
pDADMAC Cycle 50 Eluate 0.92 3.07 <LOQ
pDADMAC Cycle 60 Eluate 0.92 3.07 <LOQ
pDADMAC Cycle 70 Eluate 1.15 3.83 <LOQ
pDADMAC Cycle 80 Eluate 0.54 1.8 <LOD
pDADMAC Cycle 90 Eluate 0.44 1.46 <LOQ
pDADMAC Cycle 100 Eluate 1.31 4.38 <LOD
pDADMAC Cycle 110 Eluate 0.71 2.36 <LOD
pDADMAC Cycle 120 Eluate 0.71 2.36 <LOD
pDADMAC Cycle 130 Eluate 0.84 2.78 <LOD
pDADMAC Cycle 140 Eluate 0.48 1.61 <LOD
pDADMAC Cycle 150 Eluate 3.07 10.22 <LOD
pDADMAC Cycle 160 Eluate 3.07 10.22 <LOD
Buffer Control 4.6 15.33 <LOD
Residual levels in all samples below LOQ
Agenda
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
19
1 Background
2 Results
3 Wash Optimization and Scale-up/Implementation
4 Summary
Wash Optimization and Scale-up/Implementation
Wash Optimization for HCP removal
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
20
Control (25mM Tris,
150mM NaCl, pH 7.2)
Trace Buffer Yield [HCP] ppm
Yellow
25mM Tris, 500mM
NaCl, pH 7.2
99.3% 1009
Green 50mM Citrate, pH 5.0 96.8% 949
Purple
50mM Acetate, pH
5.0
92.8% 746
Yield vs. Purity
Holstein, “Protein A Intermediate Wash Strategies”. BioProcess International. Feb 2015, 13(2), 52-58
Wash Optimization and Scale-up/Implementation
Scale-up performance
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
21
Column
Column
Volume (mL)
Loading (g
mAb/L resin)
Eluate
Volume (CV)
Yield [HCP] ppm
0.66cm ID 3.39 30.0 1.4 96% 4,091
3.2cm ID 116.6 28.2 1.4 97% 4,889
• Used control feed due
to limitations
• Slightly different
chromatography
methods (differing
block lengths)
Brown trace =
0.66cm ID
Blue Trace =
3.2cm ID
Comparable
performance
Wash Optimization and Scale-up/Implementation
COGs Benefits compared to standard filtration train
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
22
Millistak+® HC Filters Clarisolve® Filters
Surface installed 26 m² 7 m²
Clarification train
Two-step clarification:
D0HC → X0HC
One-step clarification:
pDADMAC → 40 MS
Consumables cost
Equivalent (including Flexware™ assemblies and
flocculant)
Water for flush 2600 L 700 L
€
V=1800 L
CHO
mAb 1.2-1.3 g/L
17.84 x 106 TC/mL
56.2% viability
30% safety factor
Increase in resin
longevity
translates to
>20% decrease
in protein A resin
consumables cost
Additionally
Summary
Key Takeaways
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
23
1
2
3 Reduced impurity levels post protein A chromatography
compared to traditional clarification
The use of pDADMAC and Clarisolve® 40MS for clarification
extended column’s DBC10% lifespan by 33% (40 cycles)
Significantly more stable backpressure profile over 160 cycles
compared to traditional clarification
Boost in Protein A Resin Performance
Acknowledgements • Santosh Rahane
• Kristina Cunningham
• Derek Silva
• Kara Pizzelli
• Renato Azevedo
• Kellie Grogan
• Sebastian Hickert
• Tim Mueller
Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski
24
Plan your visit today.
EMDMillipore.com/mlab
The vibrant M, Clarisolve, Eshmuno, Flexware, Millstak+, and M Lab are trademarks of Merck KGaA, Darmstadt, Germany or its affiliates. All other trademarks
are the property of their respective owners. Detailed information on trademarks is available via publicly accessible resources.
© 2021 Merck KGaA, Darmstadt, Germany and/or its affiliates. All Rights Reserved.

Weitere ähnliche Inhalte

Was ist angesagt?

Improving Downstream Processing: Application of Excipients in DSP
Improving Downstream Processing: Application of Excipients in DSPImproving Downstream Processing: Application of Excipients in DSP
Improving Downstream Processing: Application of Excipients in DSPMilliporeSigma
 
A Comparison of Multimodal Chromatographic Resin: Protein Binding & Selectivity
A Comparison of Multimodal Chromatographic Resin: Protein Binding & SelectivityA Comparison of Multimodal Chromatographic Resin: Protein Binding & Selectivity
A Comparison of Multimodal Chromatographic Resin: Protein Binding & SelectivityKBI Biopharma
 
Inline Flocculation for Harvest and Perfusate Clarification
Inline Flocculation for Harvest and Perfusate ClarificationInline Flocculation for Harvest and Perfusate Clarification
Inline Flocculation for Harvest and Perfusate ClarificationMerck Life Sciences
 
Scaling Strategies with Stirred Single-Use Bioreactors from Bench to Clinical...
Scaling Strategies with Stirred Single-Use Bioreactors from Bench to Clinical...Scaling Strategies with Stirred Single-Use Bioreactors from Bench to Clinical...
Scaling Strategies with Stirred Single-Use Bioreactors from Bench to Clinical...Merck Life Sciences
 
Simplification of Fed-Batch Processes Using Modified Amino Acids
Simplification of Fed-Batch Processes Using Modified Amino AcidsSimplification of Fed-Batch Processes Using Modified Amino Acids
Simplification of Fed-Batch Processes Using Modified Amino AcidsMerck Life Sciences
 
Creation of filaments for 3D printing via hot melt extrusion - Evaluating dif...
Creation of filaments for 3D printing via hot melt extrusion - Evaluating dif...Creation of filaments for 3D printing via hot melt extrusion - Evaluating dif...
Creation of filaments for 3D printing via hot melt extrusion - Evaluating dif...MilliporeSigma
 
Continuous Manufacturing - Issues and Answers
Continuous Manufacturing - Issues and AnswersContinuous Manufacturing - Issues and Answers
Continuous Manufacturing - Issues and AnswersMerck Life Sciences
 
High concentration uf formulation challenges &amp; mitigation strategies by s...
High concentration uf formulation challenges &amp; mitigation strategies by s...High concentration uf formulation challenges &amp; mitigation strategies by s...
High concentration uf formulation challenges &amp; mitigation strategies by s...Merck Life Sciences
 
Quality by Design at a Biopharma CMO (Contract Manufacturing Organization)
Quality by Design at a Biopharma CMO (Contract Manufacturing Organization)Quality by Design at a Biopharma CMO (Contract Manufacturing Organization)
Quality by Design at a Biopharma CMO (Contract Manufacturing Organization)KBI Biopharma
 
CPSC Phthalate SOP
CPSC Phthalate SOPCPSC Phthalate SOP
CPSC Phthalate SOPjaykg64
 
Amorphous formulations for bioavailability enhancement risks and opportunitie...
Amorphous formulations for bioavailability enhancement risks and opportunitie...Amorphous formulations for bioavailability enhancement risks and opportunitie...
Amorphous formulations for bioavailability enhancement risks and opportunitie...Merck Life Sciences
 
Long acting injectable microparticle formulation - a new dimension for peptid...
Long acting injectable microparticle formulation - a new dimension for peptid...Long acting injectable microparticle formulation - a new dimension for peptid...
Long acting injectable microparticle formulation - a new dimension for peptid...Merck Life Sciences
 
Importance of Understanding the Physical State of Excipients in a Freeze Drie...
Importance of Understanding the Physical State of Excipients in a Freeze Drie...Importance of Understanding the Physical State of Excipients in a Freeze Drie...
Importance of Understanding the Physical State of Excipients in a Freeze Drie...KBI Biopharma
 
Oxidation of a Glycosylated Therapeutic Protein
Oxidation of a Glycosylated Therapeutic ProteinOxidation of a Glycosylated Therapeutic Protein
Oxidation of a Glycosylated Therapeutic ProteinKBI Biopharma
 
Alaytical research
Alaytical researchAlaytical research
Alaytical researchAhmed Gayyar
 
Ni3 kanwale sem ii seminar
Ni3 kanwale sem ii seminarNi3 kanwale sem ii seminar
Ni3 kanwale sem ii seminarNITIN KANWALE
 
VAIBHAV presentation final
VAIBHAV presentation finalVAIBHAV presentation final
VAIBHAV presentation finalVAIBHAV BHATT
 
High Throughput PEGylation Process Development – Screening & Optimization Stu...
High Throughput PEGylation Process Development – Screening & Optimization Stu...High Throughput PEGylation Process Development – Screening & Optimization Stu...
High Throughput PEGylation Process Development – Screening & Optimization Stu...KBI Biopharma
 
Stability indicating method development and validation for the simultaneous e...
Stability indicating method development and validation for the simultaneous e...Stability indicating method development and validation for the simultaneous e...
Stability indicating method development and validation for the simultaneous e...pharmaindexing
 

Was ist angesagt? (19)

Improving Downstream Processing: Application of Excipients in DSP
Improving Downstream Processing: Application of Excipients in DSPImproving Downstream Processing: Application of Excipients in DSP
Improving Downstream Processing: Application of Excipients in DSP
 
A Comparison of Multimodal Chromatographic Resin: Protein Binding & Selectivity
A Comparison of Multimodal Chromatographic Resin: Protein Binding & SelectivityA Comparison of Multimodal Chromatographic Resin: Protein Binding & Selectivity
A Comparison of Multimodal Chromatographic Resin: Protein Binding & Selectivity
 
Inline Flocculation for Harvest and Perfusate Clarification
Inline Flocculation for Harvest and Perfusate ClarificationInline Flocculation for Harvest and Perfusate Clarification
Inline Flocculation for Harvest and Perfusate Clarification
 
Scaling Strategies with Stirred Single-Use Bioreactors from Bench to Clinical...
Scaling Strategies with Stirred Single-Use Bioreactors from Bench to Clinical...Scaling Strategies with Stirred Single-Use Bioreactors from Bench to Clinical...
Scaling Strategies with Stirred Single-Use Bioreactors from Bench to Clinical...
 
Simplification of Fed-Batch Processes Using Modified Amino Acids
Simplification of Fed-Batch Processes Using Modified Amino AcidsSimplification of Fed-Batch Processes Using Modified Amino Acids
Simplification of Fed-Batch Processes Using Modified Amino Acids
 
Creation of filaments for 3D printing via hot melt extrusion - Evaluating dif...
Creation of filaments for 3D printing via hot melt extrusion - Evaluating dif...Creation of filaments for 3D printing via hot melt extrusion - Evaluating dif...
Creation of filaments for 3D printing via hot melt extrusion - Evaluating dif...
 
Continuous Manufacturing - Issues and Answers
Continuous Manufacturing - Issues and AnswersContinuous Manufacturing - Issues and Answers
Continuous Manufacturing - Issues and Answers
 
High concentration uf formulation challenges &amp; mitigation strategies by s...
High concentration uf formulation challenges &amp; mitigation strategies by s...High concentration uf formulation challenges &amp; mitigation strategies by s...
High concentration uf formulation challenges &amp; mitigation strategies by s...
 
Quality by Design at a Biopharma CMO (Contract Manufacturing Organization)
Quality by Design at a Biopharma CMO (Contract Manufacturing Organization)Quality by Design at a Biopharma CMO (Contract Manufacturing Organization)
Quality by Design at a Biopharma CMO (Contract Manufacturing Organization)
 
CPSC Phthalate SOP
CPSC Phthalate SOPCPSC Phthalate SOP
CPSC Phthalate SOP
 
Amorphous formulations for bioavailability enhancement risks and opportunitie...
Amorphous formulations for bioavailability enhancement risks and opportunitie...Amorphous formulations for bioavailability enhancement risks and opportunitie...
Amorphous formulations for bioavailability enhancement risks and opportunitie...
 
Long acting injectable microparticle formulation - a new dimension for peptid...
Long acting injectable microparticle formulation - a new dimension for peptid...Long acting injectable microparticle formulation - a new dimension for peptid...
Long acting injectable microparticle formulation - a new dimension for peptid...
 
Importance of Understanding the Physical State of Excipients in a Freeze Drie...
Importance of Understanding the Physical State of Excipients in a Freeze Drie...Importance of Understanding the Physical State of Excipients in a Freeze Drie...
Importance of Understanding the Physical State of Excipients in a Freeze Drie...
 
Oxidation of a Glycosylated Therapeutic Protein
Oxidation of a Glycosylated Therapeutic ProteinOxidation of a Glycosylated Therapeutic Protein
Oxidation of a Glycosylated Therapeutic Protein
 
Alaytical research
Alaytical researchAlaytical research
Alaytical research
 
Ni3 kanwale sem ii seminar
Ni3 kanwale sem ii seminarNi3 kanwale sem ii seminar
Ni3 kanwale sem ii seminar
 
VAIBHAV presentation final
VAIBHAV presentation finalVAIBHAV presentation final
VAIBHAV presentation final
 
High Throughput PEGylation Process Development – Screening & Optimization Stu...
High Throughput PEGylation Process Development – Screening & Optimization Stu...High Throughput PEGylation Process Development – Screening & Optimization Stu...
High Throughput PEGylation Process Development – Screening & Optimization Stu...
 
Stability indicating method development and validation for the simultaneous e...
Stability indicating method development and validation for the simultaneous e...Stability indicating method development and validation for the simultaneous e...
Stability indicating method development and validation for the simultaneous e...
 

Ähnlich wie Improvement in Protein A Resin Lifetime

BILS 2015 Tosoh Bioscience
BILS 2015 Tosoh BioscienceBILS 2015 Tosoh Bioscience
BILS 2015 Tosoh BioscienceGBX Events
 
Inline Flocculation for Harvest and Perfusate Clarification
Inline Flocculation for Harvest and Perfusate ClarificationInline Flocculation for Harvest and Perfusate Clarification
Inline Flocculation for Harvest and Perfusate ClarificationMilliporeSigma
 
Life science products of GL Sciences
Life science products of GL SciencesLife science products of GL Sciences
Life science products of GL SciencesGeert Alkema
 
Vitamin D in Serum-MicroLiter
Vitamin D in Serum-MicroLiterVitamin D in Serum-MicroLiter
Vitamin D in Serum-MicroLiterRick Youngblood
 
Polymeric nanoparticles for encapsulation and controlled release of bioactive...
Polymeric nanoparticles for encapsulation and controlled release of bioactive...Polymeric nanoparticles for encapsulation and controlled release of bioactive...
Polymeric nanoparticles for encapsulation and controlled release of bioactive...Tomsk Polytechnic University
 
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...Merck Life Sciences
 
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...MilliporeSigma
 
Quechers cleanup presentation_itsp
Quechers cleanup presentation_itspQuechers cleanup presentation_itsp
Quechers cleanup presentation_itspMark Hayward
 
Spps and its applications for bioactive peptides(Rajendra Sonawane)
Spps and its applications for bioactive peptides(Rajendra Sonawane)Spps and its applications for bioactive peptides(Rajendra Sonawane)
Spps and its applications for bioactive peptides(Rajendra Sonawane)Rajendra Sonawane
 
Practical Implementation of the New Elemental Impurities Guidelines May 2015
Practical Implementation of the New Elemental Impurities Guidelines May 2015Practical Implementation of the New Elemental Impurities Guidelines May 2015
Practical Implementation of the New Elemental Impurities Guidelines May 2015SGS
 
Automated sample preparation using the GERSTEL MPS Series and MAESTRO softwar...
Automated sample preparation using the GERSTEL MPS Series and MAESTRO softwar...Automated sample preparation using the GERSTEL MPS Series and MAESTRO softwar...
Automated sample preparation using the GERSTEL MPS Series and MAESTRO softwar...GERSTEL
 
Method development for the analysis of mono-carbonyl compounds in e-vapor pro...
Method development for the analysis of mono-carbonyl compounds in e-vapor pro...Method development for the analysis of mono-carbonyl compounds in e-vapor pro...
Method development for the analysis of mono-carbonyl compounds in e-vapor pro...Rana Tayyarah
 
A Novel Approach to Internal Standardization in LC/MS/MS Analysis; Sensitive ...
A Novel Approach to Internal Standardization in LC/MS/MS Analysis; Sensitive ...A Novel Approach to Internal Standardization in LC/MS/MS Analysis; Sensitive ...
A Novel Approach to Internal Standardization in LC/MS/MS Analysis; Sensitive ...MicroConstants
 

Ähnlich wie Improvement in Protein A Resin Lifetime (20)

BILS 2015 Tosoh Bioscience
BILS 2015 Tosoh BioscienceBILS 2015 Tosoh Bioscience
BILS 2015 Tosoh Bioscience
 
Inline Flocculation for Harvest and Perfusate Clarification
Inline Flocculation for Harvest and Perfusate ClarificationInline Flocculation for Harvest and Perfusate Clarification
Inline Flocculation for Harvest and Perfusate Clarification
 
Oasis® Prime HLB - introducing a new sorbent for the sample cleanup of Food m...
Oasis® Prime HLB - introducing a new sorbent for the sample cleanup of Food m...Oasis® Prime HLB - introducing a new sorbent for the sample cleanup of Food m...
Oasis® Prime HLB - introducing a new sorbent for the sample cleanup of Food m...
 
Life science products of GL Sciences
Life science products of GL SciencesLife science products of GL Sciences
Life science products of GL Sciences
 
Vitamin D in Serum-MicroLiter
Vitamin D in Serum-MicroLiterVitamin D in Serum-MicroLiter
Vitamin D in Serum-MicroLiter
 
Analysis of c-diNMPthesis
Analysis of c-diNMPthesisAnalysis of c-diNMPthesis
Analysis of c-diNMPthesis
 
Polymeric nanoparticles for encapsulation and controlled release of bioactive...
Polymeric nanoparticles for encapsulation and controlled release of bioactive...Polymeric nanoparticles for encapsulation and controlled release of bioactive...
Polymeric nanoparticles for encapsulation and controlled release of bioactive...
 
DNAPac PA100 Column
DNAPac PA100 ColumnDNAPac PA100 Column
DNAPac PA100 Column
 
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
 
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
Implementing a Fully Single-Use, Integrated mAb Biosimilars Purification Plat...
 
Fertilidad.ppt
Fertilidad.pptFertilidad.ppt
Fertilidad.ppt
 
Quechers cleanup presentation_itsp
Quechers cleanup presentation_itspQuechers cleanup presentation_itsp
Quechers cleanup presentation_itsp
 
Oligosaccharide Analysis Using High-Performance Anion-Exchange Chromatography...
Oligosaccharide Analysis Using High-Performance Anion-Exchange Chromatography...Oligosaccharide Analysis Using High-Performance Anion-Exchange Chromatography...
Oligosaccharide Analysis Using High-Performance Anion-Exchange Chromatography...
 
Spps and its applications for bioactive peptides(Rajendra Sonawane)
Spps and its applications for bioactive peptides(Rajendra Sonawane)Spps and its applications for bioactive peptides(Rajendra Sonawane)
Spps and its applications for bioactive peptides(Rajendra Sonawane)
 
Practical Implementation of the New Elemental Impurities Guidelines May 2015
Practical Implementation of the New Elemental Impurities Guidelines May 2015Practical Implementation of the New Elemental Impurities Guidelines May 2015
Practical Implementation of the New Elemental Impurities Guidelines May 2015
 
Optimization parameters in Countercurrent Chromatography
Optimization parameters in Countercurrent ChromatographyOptimization parameters in Countercurrent Chromatography
Optimization parameters in Countercurrent Chromatography
 
Automated sample preparation using the GERSTEL MPS Series and MAESTRO softwar...
Automated sample preparation using the GERSTEL MPS Series and MAESTRO softwar...Automated sample preparation using the GERSTEL MPS Series and MAESTRO softwar...
Automated sample preparation using the GERSTEL MPS Series and MAESTRO softwar...
 
Chromatography: Trends and Developments in MAb Screening and Characterization
Chromatography: Trends and Developments in MAb Screening and CharacterizationChromatography: Trends and Developments in MAb Screening and Characterization
Chromatography: Trends and Developments in MAb Screening and Characterization
 
Method development for the analysis of mono-carbonyl compounds in e-vapor pro...
Method development for the analysis of mono-carbonyl compounds in e-vapor pro...Method development for the analysis of mono-carbonyl compounds in e-vapor pro...
Method development for the analysis of mono-carbonyl compounds in e-vapor pro...
 
A Novel Approach to Internal Standardization in LC/MS/MS Analysis; Sensitive ...
A Novel Approach to Internal Standardization in LC/MS/MS Analysis; Sensitive ...A Novel Approach to Internal Standardization in LC/MS/MS Analysis; Sensitive ...
A Novel Approach to Internal Standardization in LC/MS/MS Analysis; Sensitive ...
 

Mehr von MilliporeSigma

Launch of our new Titanium Dioxide Alternative
Launch of our new Titanium Dioxide AlternativeLaunch of our new Titanium Dioxide Alternative
Launch of our new Titanium Dioxide AlternativeMilliporeSigma
 
The Viscosity Reduction Platform: Viscosity-reducing excipients for improveme...
The Viscosity Reduction Platform: Viscosity-reducing excipients for improveme...The Viscosity Reduction Platform: Viscosity-reducing excipients for improveme...
The Viscosity Reduction Platform: Viscosity-reducing excipients for improveme...MilliporeSigma
 
Use of Excipients in Downstream Processing to Improve Protein Purification
Use of Excipients in Downstream Processing to Improve Protein PurificationUse of Excipients in Downstream Processing to Improve Protein Purification
Use of Excipients in Downstream Processing to Improve Protein PurificationMilliporeSigma
 
Exploring the protein stabilizing capability of surfactants against agitation...
Exploring the protein stabilizing capability of surfactants against agitation...Exploring the protein stabilizing capability of surfactants against agitation...
Exploring the protein stabilizing capability of surfactants against agitation...MilliporeSigma
 
The Viscosity Reduction Platform: Viscosity Reducing Excipients for Protein F...
The Viscosity Reduction Platform: Viscosity Reducing Excipients for Protein F...The Viscosity Reduction Platform: Viscosity Reducing Excipients for Protein F...
The Viscosity Reduction Platform: Viscosity Reducing Excipients for Protein F...MilliporeSigma
 
Characterization of monoclonal antibodies and Antibody drug conjugates by Sur...
Characterization of monoclonal antibodies and Antibody drug conjugates by Sur...Characterization of monoclonal antibodies and Antibody drug conjugates by Sur...
Characterization of monoclonal antibodies and Antibody drug conjugates by Sur...MilliporeSigma
 
The Role of BioPhorum Extractables Data in the Effective Adoption of Single-U...
The Role of BioPhorum Extractables Data in the Effective Adoption of Single-U...The Role of BioPhorum Extractables Data in the Effective Adoption of Single-U...
The Role of BioPhorum Extractables Data in the Effective Adoption of Single-U...MilliporeSigma
 
The Future of Pharma- and Biopharmaceutical Audits
The Future of Pharma- and Biopharmaceutical AuditsThe Future of Pharma- and Biopharmaceutical Audits
The Future of Pharma- and Biopharmaceutical AuditsMilliporeSigma
 
Moving your Gene Therapy from R&D to IND: How to navigate the Regulatory Land...
Moving your Gene Therapy from R&D to IND: How to navigate the Regulatory Land...Moving your Gene Therapy from R&D to IND: How to navigate the Regulatory Land...
Moving your Gene Therapy from R&D to IND: How to navigate the Regulatory Land...MilliporeSigma
 
Identity testing by NGS as a means of risk mitigation for viral gene therapies
Identity testing by NGS as a means of risk mitigation for viral gene therapiesIdentity testing by NGS as a means of risk mitigation for viral gene therapies
Identity testing by NGS as a means of risk mitigation for viral gene therapiesMilliporeSigma
 
Latest advancements of melt based 3D printing technologies for oral drug deli...
Latest advancements of melt based 3D printing technologies for oral drug deli...Latest advancements of melt based 3D printing technologies for oral drug deli...
Latest advancements of melt based 3D printing technologies for oral drug deli...MilliporeSigma
 
CAR-T Manufacturing Innovations that Work - Automating Low Volume Processes a...
CAR-T Manufacturing Innovations that Work - Automating Low Volume Processes a...CAR-T Manufacturing Innovations that Work - Automating Low Volume Processes a...
CAR-T Manufacturing Innovations that Work - Automating Low Volume Processes a...MilliporeSigma
 
How does the ICH Q5A revision impact viral safety strategies for biologics?
How does the ICH Q5A revision impact viral safety strategies for biologics?How does the ICH Q5A revision impact viral safety strategies for biologics?
How does the ICH Q5A revision impact viral safety strategies for biologics?MilliporeSigma
 
Improve Operational Efficiency by Over 30% with Product, Process, & Systems A...
Improve Operational Efficiency by Over 30% with Product, Process, & Systems A...Improve Operational Efficiency by Over 30% with Product, Process, & Systems A...
Improve Operational Efficiency by Over 30% with Product, Process, & Systems A...MilliporeSigma
 
Insights from a Global Collaboration Accelerating Vaccine Development with an...
Insights from a Global Collaboration Accelerating Vaccine Development with an...Insights from a Global Collaboration Accelerating Vaccine Development with an...
Insights from a Global Collaboration Accelerating Vaccine Development with an...MilliporeSigma
 
Risk-Based Qualification of X-Ray Sterilization for Single-Use Systems
Risk-Based Qualification of X-Ray Sterilization for Single-Use SystemsRisk-Based Qualification of X-Ray Sterilization for Single-Use Systems
Risk-Based Qualification of X-Ray Sterilization for Single-Use SystemsMilliporeSigma
 
Rapid Replication Competent Adenovirus (rRCA) Detection: Accelerate your Lot ...
Rapid Replication Competent Adenovirus (rRCA) Detection: Accelerate your Lot ...Rapid Replication Competent Adenovirus (rRCA) Detection: Accelerate your Lot ...
Rapid Replication Competent Adenovirus (rRCA) Detection: Accelerate your Lot ...MilliporeSigma
 
The High Intensity Sweeteners Neotame and Sucralose: 2 Ways to ace the Patien...
The High Intensity Sweeteners Neotame and Sucralose: 2 Ways to ace the Patien...The High Intensity Sweeteners Neotame and Sucralose: 2 Ways to ace the Patien...
The High Intensity Sweeteners Neotame and Sucralose: 2 Ways to ace the Patien...MilliporeSigma
 
The Developability Classification System (DCS): Enabling an Optimized Approac...
The Developability Classification System (DCS): Enabling an Optimized Approac...The Developability Classification System (DCS): Enabling an Optimized Approac...
The Developability Classification System (DCS): Enabling an Optimized Approac...MilliporeSigma
 
How to Accelerate and Enhance ADC Therapies
How to Accelerate and Enhance ADC TherapiesHow to Accelerate and Enhance ADC Therapies
How to Accelerate and Enhance ADC TherapiesMilliporeSigma
 

Mehr von MilliporeSigma (20)

Launch of our new Titanium Dioxide Alternative
Launch of our new Titanium Dioxide AlternativeLaunch of our new Titanium Dioxide Alternative
Launch of our new Titanium Dioxide Alternative
 
The Viscosity Reduction Platform: Viscosity-reducing excipients for improveme...
The Viscosity Reduction Platform: Viscosity-reducing excipients for improveme...The Viscosity Reduction Platform: Viscosity-reducing excipients for improveme...
The Viscosity Reduction Platform: Viscosity-reducing excipients for improveme...
 
Use of Excipients in Downstream Processing to Improve Protein Purification
Use of Excipients in Downstream Processing to Improve Protein PurificationUse of Excipients in Downstream Processing to Improve Protein Purification
Use of Excipients in Downstream Processing to Improve Protein Purification
 
Exploring the protein stabilizing capability of surfactants against agitation...
Exploring the protein stabilizing capability of surfactants against agitation...Exploring the protein stabilizing capability of surfactants against agitation...
Exploring the protein stabilizing capability of surfactants against agitation...
 
The Viscosity Reduction Platform: Viscosity Reducing Excipients for Protein F...
The Viscosity Reduction Platform: Viscosity Reducing Excipients for Protein F...The Viscosity Reduction Platform: Viscosity Reducing Excipients for Protein F...
The Viscosity Reduction Platform: Viscosity Reducing Excipients for Protein F...
 
Characterization of monoclonal antibodies and Antibody drug conjugates by Sur...
Characterization of monoclonal antibodies and Antibody drug conjugates by Sur...Characterization of monoclonal antibodies and Antibody drug conjugates by Sur...
Characterization of monoclonal antibodies and Antibody drug conjugates by Sur...
 
The Role of BioPhorum Extractables Data in the Effective Adoption of Single-U...
The Role of BioPhorum Extractables Data in the Effective Adoption of Single-U...The Role of BioPhorum Extractables Data in the Effective Adoption of Single-U...
The Role of BioPhorum Extractables Data in the Effective Adoption of Single-U...
 
The Future of Pharma- and Biopharmaceutical Audits
The Future of Pharma- and Biopharmaceutical AuditsThe Future of Pharma- and Biopharmaceutical Audits
The Future of Pharma- and Biopharmaceutical Audits
 
Moving your Gene Therapy from R&D to IND: How to navigate the Regulatory Land...
Moving your Gene Therapy from R&D to IND: How to navigate the Regulatory Land...Moving your Gene Therapy from R&D to IND: How to navigate the Regulatory Land...
Moving your Gene Therapy from R&D to IND: How to navigate the Regulatory Land...
 
Identity testing by NGS as a means of risk mitigation for viral gene therapies
Identity testing by NGS as a means of risk mitigation for viral gene therapiesIdentity testing by NGS as a means of risk mitigation for viral gene therapies
Identity testing by NGS as a means of risk mitigation for viral gene therapies
 
Latest advancements of melt based 3D printing technologies for oral drug deli...
Latest advancements of melt based 3D printing technologies for oral drug deli...Latest advancements of melt based 3D printing technologies for oral drug deli...
Latest advancements of melt based 3D printing technologies for oral drug deli...
 
CAR-T Manufacturing Innovations that Work - Automating Low Volume Processes a...
CAR-T Manufacturing Innovations that Work - Automating Low Volume Processes a...CAR-T Manufacturing Innovations that Work - Automating Low Volume Processes a...
CAR-T Manufacturing Innovations that Work - Automating Low Volume Processes a...
 
How does the ICH Q5A revision impact viral safety strategies for biologics?
How does the ICH Q5A revision impact viral safety strategies for biologics?How does the ICH Q5A revision impact viral safety strategies for biologics?
How does the ICH Q5A revision impact viral safety strategies for biologics?
 
Improve Operational Efficiency by Over 30% with Product, Process, & Systems A...
Improve Operational Efficiency by Over 30% with Product, Process, & Systems A...Improve Operational Efficiency by Over 30% with Product, Process, & Systems A...
Improve Operational Efficiency by Over 30% with Product, Process, & Systems A...
 
Insights from a Global Collaboration Accelerating Vaccine Development with an...
Insights from a Global Collaboration Accelerating Vaccine Development with an...Insights from a Global Collaboration Accelerating Vaccine Development with an...
Insights from a Global Collaboration Accelerating Vaccine Development with an...
 
Risk-Based Qualification of X-Ray Sterilization for Single-Use Systems
Risk-Based Qualification of X-Ray Sterilization for Single-Use SystemsRisk-Based Qualification of X-Ray Sterilization for Single-Use Systems
Risk-Based Qualification of X-Ray Sterilization for Single-Use Systems
 
Rapid Replication Competent Adenovirus (rRCA) Detection: Accelerate your Lot ...
Rapid Replication Competent Adenovirus (rRCA) Detection: Accelerate your Lot ...Rapid Replication Competent Adenovirus (rRCA) Detection: Accelerate your Lot ...
Rapid Replication Competent Adenovirus (rRCA) Detection: Accelerate your Lot ...
 
The High Intensity Sweeteners Neotame and Sucralose: 2 Ways to ace the Patien...
The High Intensity Sweeteners Neotame and Sucralose: 2 Ways to ace the Patien...The High Intensity Sweeteners Neotame and Sucralose: 2 Ways to ace the Patien...
The High Intensity Sweeteners Neotame and Sucralose: 2 Ways to ace the Patien...
 
The Developability Classification System (DCS): Enabling an Optimized Approac...
The Developability Classification System (DCS): Enabling an Optimized Approac...The Developability Classification System (DCS): Enabling an Optimized Approac...
The Developability Classification System (DCS): Enabling an Optimized Approac...
 
How to Accelerate and Enhance ADC Therapies
How to Accelerate and Enhance ADC TherapiesHow to Accelerate and Enhance ADC Therapies
How to Accelerate and Enhance ADC Therapies
 

Kürzlich hochgeladen

Independent Call Girls Service Chandigarh | 8868886958 | Call Girl Service Nu...
Independent Call Girls Service Chandigarh | 8868886958 | Call Girl Service Nu...Independent Call Girls Service Chandigarh | 8868886958 | Call Girl Service Nu...
Independent Call Girls Service Chandigarh | 8868886958 | Call Girl Service Nu...Sheetaleventcompany
 
❤️ Call Girls service In Panchkula☎️9815457724☎️ Call Girl service in Panchku...
❤️ Call Girls service In Panchkula☎️9815457724☎️ Call Girl service in Panchku...❤️ Call Girls service In Panchkula☎️9815457724☎️ Call Girl service in Panchku...
❤️ Call Girls service In Panchkula☎️9815457724☎️ Call Girl service in Panchku...Rashmi Entertainment
 
💸Cash Payment No Advance Call Girls Bhopal 🧿 9332606886 🧿 High Class Call Gir...
💸Cash Payment No Advance Call Girls Bhopal 🧿 9332606886 🧿 High Class Call Gir...💸Cash Payment No Advance Call Girls Bhopal 🧿 9332606886 🧿 High Class Call Gir...
💸Cash Payment No Advance Call Girls Bhopal 🧿 9332606886 🧿 High Class Call Gir...India Call Girls
 
Low Rate Call Girls Jaipur {9521753030} ❤️VVIP NISHA CCall Girls in Jaipur Es...
Low Rate Call Girls Jaipur {9521753030} ❤️VVIP NISHA CCall Girls in Jaipur Es...Low Rate Call Girls Jaipur {9521753030} ❤️VVIP NISHA CCall Girls in Jaipur Es...
Low Rate Call Girls Jaipur {9521753030} ❤️VVIP NISHA CCall Girls in Jaipur Es...Sheetaleventcompany
 
Top 20 Famous Indian Female Pornstars Name List 2024
Top 20 Famous Indian Female Pornstars Name List 2024Top 20 Famous Indian Female Pornstars Name List 2024
Top 20 Famous Indian Female Pornstars Name List 2024Sheetaleventcompany
 
💸Cash Payment No Advance Call Girls Kolkata 🧿 9332606886 🧿 High Class Call Gi...
💸Cash Payment No Advance Call Girls Kolkata 🧿 9332606886 🧿 High Class Call Gi...💸Cash Payment No Advance Call Girls Kolkata 🧿 9332606886 🧿 High Class Call Gi...
💸Cash Payment No Advance Call Girls Kolkata 🧿 9332606886 🧿 High Class Call Gi...India Call Girls
 
Gorgeous Call Girls In Pune {9xx000xx09} ❤️VVIP ANKITA Call Girl in Pune Maha...
Gorgeous Call Girls In Pune {9xx000xx09} ❤️VVIP ANKITA Call Girl in Pune Maha...Gorgeous Call Girls In Pune {9xx000xx09} ❤️VVIP ANKITA Call Girl in Pune Maha...
Gorgeous Call Girls In Pune {9xx000xx09} ❤️VVIP ANKITA Call Girl in Pune Maha...Sheetaleventcompany
 
❤️Amritsar Escort Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amrit...
❤️Amritsar Escort Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amrit...❤️Amritsar Escort Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amrit...
❤️Amritsar Escort Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amrit...Sheetaleventcompany
 
❤️Chandigarh Escort Service☎️9815457724☎️ Call Girl service in Chandigarh☎️ C...
❤️Chandigarh Escort Service☎️9815457724☎️ Call Girl service in Chandigarh☎️ C...❤️Chandigarh Escort Service☎️9815457724☎️ Call Girl service in Chandigarh☎️ C...
❤️Chandigarh Escort Service☎️9815457724☎️ Call Girl service in Chandigarh☎️ C...Rashmi Entertainment
 
Call Girls Service Amritsar Just Call 9352988975 Top Class Call Girl Service ...
Call Girls Service Amritsar Just Call 9352988975 Top Class Call Girl Service ...Call Girls Service Amritsar Just Call 9352988975 Top Class Call Girl Service ...
Call Girls Service Amritsar Just Call 9352988975 Top Class Call Girl Service ...Escorts In Kolkata
 
science quiz bee questions.doc FOR ELEMENTARY SCIENCE
science quiz bee questions.doc FOR ELEMENTARY SCIENCEscience quiz bee questions.doc FOR ELEMENTARY SCIENCE
science quiz bee questions.doc FOR ELEMENTARY SCIENCEmaricelsampaga
 
💞 Safe And Secure Call Girls gaya 🧿 9332606886 🧿 High Class Call Girl Service...
💞 Safe And Secure Call Girls gaya 🧿 9332606886 🧿 High Class Call Girl Service...💞 Safe And Secure Call Girls gaya 🧿 9332606886 🧿 High Class Call Girl Service...
💞 Safe And Secure Call Girls gaya 🧿 9332606886 🧿 High Class Call Girl Service...India Call Girls
 
Low Rate Call Girls Nagpur {9xx000xx09} ❤️VVIP NISHA Call Girls in Nagpur Mah...
Low Rate Call Girls Nagpur {9xx000xx09} ❤️VVIP NISHA Call Girls in Nagpur Mah...Low Rate Call Girls Nagpur {9xx000xx09} ❤️VVIP NISHA Call Girls in Nagpur Mah...
Low Rate Call Girls Nagpur {9xx000xx09} ❤️VVIP NISHA Call Girls in Nagpur Mah...Sheetaleventcompany
 
Indore Call Girl Service 📞9235973566📞Just Call Inaaya📲 Call Girls In Indore N...
Indore Call Girl Service 📞9235973566📞Just Call Inaaya📲 Call Girls In Indore N...Indore Call Girl Service 📞9235973566📞Just Call Inaaya📲 Call Girls In Indore N...
Indore Call Girl Service 📞9235973566📞Just Call Inaaya📲 Call Girls In Indore N...Sheetaleventcompany
 
💞 Safe And Secure Call Girls Prayagraj 🧿 9332606886 🧿 High Class Call Girl Se...
💞 Safe And Secure Call Girls Prayagraj 🧿 9332606886 🧿 High Class Call Girl Se...💞 Safe And Secure Call Girls Prayagraj 🧿 9332606886 🧿 High Class Call Girl Se...
💞 Safe And Secure Call Girls Prayagraj 🧿 9332606886 🧿 High Class Call Girl Se...India Call Girls
 
💸Cash Payment No Advance Call Girls Nagpur 🧿 9332606886 🧿 High Class Call Gir...
💸Cash Payment No Advance Call Girls Nagpur 🧿 9332606886 🧿 High Class Call Gir...💸Cash Payment No Advance Call Girls Nagpur 🧿 9332606886 🧿 High Class Call Gir...
💸Cash Payment No Advance Call Girls Nagpur 🧿 9332606886 🧿 High Class Call Gir...India Call Girls
 
Call Girls Service 11 Phase Mohali {7435815124} ❤️ MONA Call Girl in Mohali P...
Call Girls Service 11 Phase Mohali {7435815124} ❤️ MONA Call Girl in Mohali P...Call Girls Service 11 Phase Mohali {7435815124} ❤️ MONA Call Girl in Mohali P...
Call Girls Service 11 Phase Mohali {7435815124} ❤️ MONA Call Girl in Mohali P...Sheetaleventcompany
 
The Events of Cardiac Cycle - Wigger's Diagram
The Events of Cardiac Cycle - Wigger's DiagramThe Events of Cardiac Cycle - Wigger's Diagram
The Events of Cardiac Cycle - Wigger's DiagramMedicoseAcademics
 
💸Cash Payment No Advance Call Girls Surat 🧿 9332606886 🧿 High Class Call Girl...
💸Cash Payment No Advance Call Girls Surat 🧿 9332606886 🧿 High Class Call Girl...💸Cash Payment No Advance Call Girls Surat 🧿 9332606886 🧿 High Class Call Girl...
💸Cash Payment No Advance Call Girls Surat 🧿 9332606886 🧿 High Class Call Girl...India Call Girls
 
🍑👄Ludhiana Escorts Service☎️98157-77685🍑👄 Call Girl service in Ludhiana☎️Ludh...
🍑👄Ludhiana Escorts Service☎️98157-77685🍑👄 Call Girl service in Ludhiana☎️Ludh...🍑👄Ludhiana Escorts Service☎️98157-77685🍑👄 Call Girl service in Ludhiana☎️Ludh...
🍑👄Ludhiana Escorts Service☎️98157-77685🍑👄 Call Girl service in Ludhiana☎️Ludh...dilpreetentertainmen
 

Kürzlich hochgeladen (20)

Independent Call Girls Service Chandigarh | 8868886958 | Call Girl Service Nu...
Independent Call Girls Service Chandigarh | 8868886958 | Call Girl Service Nu...Independent Call Girls Service Chandigarh | 8868886958 | Call Girl Service Nu...
Independent Call Girls Service Chandigarh | 8868886958 | Call Girl Service Nu...
 
❤️ Call Girls service In Panchkula☎️9815457724☎️ Call Girl service in Panchku...
❤️ Call Girls service In Panchkula☎️9815457724☎️ Call Girl service in Panchku...❤️ Call Girls service In Panchkula☎️9815457724☎️ Call Girl service in Panchku...
❤️ Call Girls service In Panchkula☎️9815457724☎️ Call Girl service in Panchku...
 
💸Cash Payment No Advance Call Girls Bhopal 🧿 9332606886 🧿 High Class Call Gir...
💸Cash Payment No Advance Call Girls Bhopal 🧿 9332606886 🧿 High Class Call Gir...💸Cash Payment No Advance Call Girls Bhopal 🧿 9332606886 🧿 High Class Call Gir...
💸Cash Payment No Advance Call Girls Bhopal 🧿 9332606886 🧿 High Class Call Gir...
 
Low Rate Call Girls Jaipur {9521753030} ❤️VVIP NISHA CCall Girls in Jaipur Es...
Low Rate Call Girls Jaipur {9521753030} ❤️VVIP NISHA CCall Girls in Jaipur Es...Low Rate Call Girls Jaipur {9521753030} ❤️VVIP NISHA CCall Girls in Jaipur Es...
Low Rate Call Girls Jaipur {9521753030} ❤️VVIP NISHA CCall Girls in Jaipur Es...
 
Top 20 Famous Indian Female Pornstars Name List 2024
Top 20 Famous Indian Female Pornstars Name List 2024Top 20 Famous Indian Female Pornstars Name List 2024
Top 20 Famous Indian Female Pornstars Name List 2024
 
💸Cash Payment No Advance Call Girls Kolkata 🧿 9332606886 🧿 High Class Call Gi...
💸Cash Payment No Advance Call Girls Kolkata 🧿 9332606886 🧿 High Class Call Gi...💸Cash Payment No Advance Call Girls Kolkata 🧿 9332606886 🧿 High Class Call Gi...
💸Cash Payment No Advance Call Girls Kolkata 🧿 9332606886 🧿 High Class Call Gi...
 
Gorgeous Call Girls In Pune {9xx000xx09} ❤️VVIP ANKITA Call Girl in Pune Maha...
Gorgeous Call Girls In Pune {9xx000xx09} ❤️VVIP ANKITA Call Girl in Pune Maha...Gorgeous Call Girls In Pune {9xx000xx09} ❤️VVIP ANKITA Call Girl in Pune Maha...
Gorgeous Call Girls In Pune {9xx000xx09} ❤️VVIP ANKITA Call Girl in Pune Maha...
 
❤️Amritsar Escort Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amrit...
❤️Amritsar Escort Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amrit...❤️Amritsar Escort Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amrit...
❤️Amritsar Escort Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amrit...
 
❤️Chandigarh Escort Service☎️9815457724☎️ Call Girl service in Chandigarh☎️ C...
❤️Chandigarh Escort Service☎️9815457724☎️ Call Girl service in Chandigarh☎️ C...❤️Chandigarh Escort Service☎️9815457724☎️ Call Girl service in Chandigarh☎️ C...
❤️Chandigarh Escort Service☎️9815457724☎️ Call Girl service in Chandigarh☎️ C...
 
Call Girls Service Amritsar Just Call 9352988975 Top Class Call Girl Service ...
Call Girls Service Amritsar Just Call 9352988975 Top Class Call Girl Service ...Call Girls Service Amritsar Just Call 9352988975 Top Class Call Girl Service ...
Call Girls Service Amritsar Just Call 9352988975 Top Class Call Girl Service ...
 
science quiz bee questions.doc FOR ELEMENTARY SCIENCE
science quiz bee questions.doc FOR ELEMENTARY SCIENCEscience quiz bee questions.doc FOR ELEMENTARY SCIENCE
science quiz bee questions.doc FOR ELEMENTARY SCIENCE
 
💞 Safe And Secure Call Girls gaya 🧿 9332606886 🧿 High Class Call Girl Service...
💞 Safe And Secure Call Girls gaya 🧿 9332606886 🧿 High Class Call Girl Service...💞 Safe And Secure Call Girls gaya 🧿 9332606886 🧿 High Class Call Girl Service...
💞 Safe And Secure Call Girls gaya 🧿 9332606886 🧿 High Class Call Girl Service...
 
Low Rate Call Girls Nagpur {9xx000xx09} ❤️VVIP NISHA Call Girls in Nagpur Mah...
Low Rate Call Girls Nagpur {9xx000xx09} ❤️VVIP NISHA Call Girls in Nagpur Mah...Low Rate Call Girls Nagpur {9xx000xx09} ❤️VVIP NISHA Call Girls in Nagpur Mah...
Low Rate Call Girls Nagpur {9xx000xx09} ❤️VVIP NISHA Call Girls in Nagpur Mah...
 
Indore Call Girl Service 📞9235973566📞Just Call Inaaya📲 Call Girls In Indore N...
Indore Call Girl Service 📞9235973566📞Just Call Inaaya📲 Call Girls In Indore N...Indore Call Girl Service 📞9235973566📞Just Call Inaaya📲 Call Girls In Indore N...
Indore Call Girl Service 📞9235973566📞Just Call Inaaya📲 Call Girls In Indore N...
 
💞 Safe And Secure Call Girls Prayagraj 🧿 9332606886 🧿 High Class Call Girl Se...
💞 Safe And Secure Call Girls Prayagraj 🧿 9332606886 🧿 High Class Call Girl Se...💞 Safe And Secure Call Girls Prayagraj 🧿 9332606886 🧿 High Class Call Girl Se...
💞 Safe And Secure Call Girls Prayagraj 🧿 9332606886 🧿 High Class Call Girl Se...
 
💸Cash Payment No Advance Call Girls Nagpur 🧿 9332606886 🧿 High Class Call Gir...
💸Cash Payment No Advance Call Girls Nagpur 🧿 9332606886 🧿 High Class Call Gir...💸Cash Payment No Advance Call Girls Nagpur 🧿 9332606886 🧿 High Class Call Gir...
💸Cash Payment No Advance Call Girls Nagpur 🧿 9332606886 🧿 High Class Call Gir...
 
Call Girls Service 11 Phase Mohali {7435815124} ❤️ MONA Call Girl in Mohali P...
Call Girls Service 11 Phase Mohali {7435815124} ❤️ MONA Call Girl in Mohali P...Call Girls Service 11 Phase Mohali {7435815124} ❤️ MONA Call Girl in Mohali P...
Call Girls Service 11 Phase Mohali {7435815124} ❤️ MONA Call Girl in Mohali P...
 
The Events of Cardiac Cycle - Wigger's Diagram
The Events of Cardiac Cycle - Wigger's DiagramThe Events of Cardiac Cycle - Wigger's Diagram
The Events of Cardiac Cycle - Wigger's Diagram
 
💸Cash Payment No Advance Call Girls Surat 🧿 9332606886 🧿 High Class Call Girl...
💸Cash Payment No Advance Call Girls Surat 🧿 9332606886 🧿 High Class Call Girl...💸Cash Payment No Advance Call Girls Surat 🧿 9332606886 🧿 High Class Call Girl...
💸Cash Payment No Advance Call Girls Surat 🧿 9332606886 🧿 High Class Call Girl...
 
🍑👄Ludhiana Escorts Service☎️98157-77685🍑👄 Call Girl service in Ludhiana☎️Ludh...
🍑👄Ludhiana Escorts Service☎️98157-77685🍑👄 Call Girl service in Ludhiana☎️Ludh...🍑👄Ludhiana Escorts Service☎️98157-77685🍑👄 Call Girl service in Ludhiana☎️Ludh...
🍑👄Ludhiana Escorts Service☎️98157-77685🍑👄 Call Girl service in Ludhiana☎️Ludh...
 

Improvement in Protein A Resin Lifetime

  • 1. The life science business of Merck KGaA, Darmstadt, Germany operates as MilliporeSigma in the U.S. and Canada. Philip Szymanski, Akshat Gupta, and Dana Kinzlmaier August 6th, 2020 Improvement in protein A resin lifetime by implementing poly-diallyldimethylammonium chloride (pDADMAC) flocculation coupled with gradient depth filtration
  • 2. Agenda Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 2 1 Background 2 Results 3 Wash Optimization and Scale-up/Implementation 4 Summary
  • 3. 3 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski Background Relevance 2 1 mAb producing cell lines are becoming more productive  Flocculants are one tool to combat the bottleneck created by higher cell densities  Insufficient investigation into the effects of flocculant-based clarification on subsequent downstream unit operations Protein A Resin Performance  Large contributor to the total cost of purification raw materials  Purification process costs are sensitive to resin longevity Kelley, “Very Large Scale Monoclonal Antibody Purification: The Case for Conventional Unit Operations”. Biotechnol. Prog. 2007, 23, 995-1008
  • 4. Background pDADMAC Poly(diallyldimethylammonium chloride)  Polymeric, cationic flocculant (binds negatively charged species)  Promotes the formation of flocs in the 30-40µm range  Couples with Clarisolve® 40MS depth filters for effective clarification Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 4
  • 5. Background Feed Streams  mAb02 cell culture dosed with pDADMAC at 30pg/cell  Titer = 1.64 g/L  Hand-packed Omnifit® column  HETP = 0.054cm  102mm bed height  3.49mL CV  Naïve DBC10% = 41.3 mg/mL CV Eshmuno® A Capture Chromatography Clarisolve® 40MS Clarification Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 5  mAb02 cell culture  Titer = 1.69 g/L  Hand-packed Omnifit® column  HETP = 0.043cm  101mm bed height  3.46mL CV  Naïve DBC10% = 43.9 mg/mL CV Eshmuno® A Capture Chromatography Millistak+® D0HC → X0HC Clarification Flocculated Feed Non-Flocculated Feed
  • 6. Background Feed Stream Impurities Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 6 0.0E+00 2.0E+05 4.0E+05 6.0E+05 8.0E+05 1.0E+06 1.2E+06 1.4E+06 [HCP] ppm Concentration of Host Cell Proteins in Clarified Cell Culture Non-flocculated Flocculated Flocculated Feed contains 31% less HCPs
  • 7. 7 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski Background Chromatography Method Step Buffer/Solution CV RT (min) Equilibration 25mM Tris, 150mM NaCl, pH 7.2 5 3 Load HCCF with 0.08% NaN3 ~20 4 Wash 25mM Tris, 500mM NaCl, pH 7.2 5 3 Elution 100mM Acetate, pH 3.0 5 3 Strip 150mM H3PO4 5 3 Strip Wash-out 25mM Tris, 150mM NaCl, pH 7.2 1 3 Regeneration (skip if sanitization) 0.1M NaOH 5 3 Sanitization* 0.4M NaOH 5 3 Sanitization Wash-out 25mM Tris, 150mM NaCl, pH 7.2 5 3 • Loaded to 80% of DBC10% • Sanitization every 10th cycle • Elution peak collection from 100mAU to 96mAU at 280nm (2mm flow cell) *every 10th cycle
  • 8. Background Resin Life Endpoints Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 8 DBC10% falls below 80% of naïve column Pressure increases >100% • Arrived at this number using pressure v. flow data for Eshmuno® A resin • 20cm packed bed height yields 1.5 bar differential pressure at 400 cm/hr linear velocity • Assume 4 bar limit for process scale chromatography system, 25% safety factor • Resulting loss of product Or
  • 9. • Titer Measurements • HPLC method using POROS™ analytical protein A column • Yield Measurements • Absorbance at 280nm using SoloVPE UV-VIS spectrophotometer • Pressure Drop measured offline using PendoTECH pressure transducers coupled with our data acquisition system for greater resolution • Host Cell Protein Concentrations • Plate-based 3G CHO HCP ELISA kit from Cygnus, Catalog F550 • Leached Protein A Concentrations • Plate-based ELISA from Repligen, Catalog 9000-1 Background Analytical Assays Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 9
  • 10. Agenda Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 10 1 Background 2 Results 3 Wash Optimization and Scale-up/Implementation 4 Summary
  • 11. 11 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski Results Evolution of Eluate Volume and ΔP 0.5 0.7 0.9 1.1 1.3 1.5 1.7 1.9 0 50 100 150 200 mAb Eluate Pool Volume (CV) Cycle no. Trend of mAb Eluate Pool Volume Non-flocculated Flocculated -5 0 5 10 15 20 25 30 35 40 45 0 50 100 150 200 Column Backpressure Increase (%) Relative to New Column Cycle no. Trend of Column Backpressure Non-flocculated Flocculated Maximum pressure increase: <10% for flocculated feed >40% for non-flocculated feed
  • 12. 12 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski Results Non-flocculated Feed Chromatogram - Elution Peak Chromatogram overlay comparing UV and pH traces of: No significant changes in peak shape or width, no artifact peaks Load Wash Elution Elution Blue curves: 1st cycle using 0.1M NaOH regeneration step Brown curves: 100th cycle using 0.4M NaOH sanitization step
  • 13. 13 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski Results Flocculated Feed Chromatogram - Elution Peak Chromatogram overlay comparing UV and pH traces of: No significant changes in peak shape or width, no artifact peaks Load Wash Elution Elution Blue curves: 1st cycle using 0.1M NaOH regeneration step Brown curves: 160th cycle using 0.4M NaOH sanitization step
  • 14. 14 Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski Results Evolution of Yield and Dynamic Binding Capacity 0% 20% 40% 60% 80% 100% 0 50 100 150 200 mAb yield Cycle no. mAb Yield Trend Non-flocculated Flocculated 95% 75% 80% 85% 90% 95% 100% 105% 0 50 100 150 200 Relative DBC 10% Cycle no. Relative DBC10% Trend Non-flocculated Flocculated 33% increase in number of cycles based on DBC10% Trends
  • 15. Results Eluate Quality - Host Cell Protein Clearance Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 15 Average [HCP] Non- flocculated Feed 3,735 ppm Flocculated Feed 734 ppm 0 0.5 1 1.5 2 2.5 3 3.5 1 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 Log clearance Cycle no. Host Cell Protein Clearance Non-flocculated Flocculated Average = 2.5 Average = 3.1
  • 16. Results Eluate Quality - Leached Protein A Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 16 Average [Leached Protein A] Non- flocculated Feed 6.1 ppm Flocculated Feed 8.3 ppm 0 5 10 15 20 25 30 1 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 Concentration (ppm) Cycle no. Leached Protein A levels Non-flocculated Flocculated
  • 17. • Residual pDADMAC concentration in the protein A eluate samples was determined using LC-MS • Several samples were analyzed without pre-treatment, but a few underwent a protein precipitation pre- treatment using methanol to decrease signal noise and interference • Column: Phenomenex® Aeris Widepore XB-C18, 4.6mm x 150mm x 3.6um • Samples were spiked with pure pDADMAC to determine limit of detection (LOD) and limit of quantitation (LOQ) • LOD and LOQ were calculated for each sample based on signal to noise ratio (S/N) Results Quantitation of Residual pDADMAC - Method Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 17 Example of a total ion chromatogram
  • 18. • LOQ ranged from 1.46 – 15.33 ppm Results Quantitation of Residual pDADMAC – Preliminary Results Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 18 Sample Pre-treatment Sample Name LOD (ppm) LOQ (ppm) Result Protein Precipitation Null Control Load <LOD Null Control Cycle 1 <LOD pDADMAC Load <LOD pDADMAC Cycle 1 Eluate <LOD pDADMAC Cycle 10 Eluate <LOD pDADMAC Cycle 20 Eluate <LOD None pDADMAC Cycle 30 Eluate 1.31 4.38 <LOQ pDADMAC Cycle 40 Eluate 0.66 2.19 <LOD pDADMAC Cycle 50 Eluate 0.92 3.07 <LOQ pDADMAC Cycle 60 Eluate 0.92 3.07 <LOQ pDADMAC Cycle 70 Eluate 1.15 3.83 <LOQ pDADMAC Cycle 80 Eluate 0.54 1.8 <LOD pDADMAC Cycle 90 Eluate 0.44 1.46 <LOQ pDADMAC Cycle 100 Eluate 1.31 4.38 <LOD pDADMAC Cycle 110 Eluate 0.71 2.36 <LOD pDADMAC Cycle 120 Eluate 0.71 2.36 <LOD pDADMAC Cycle 130 Eluate 0.84 2.78 <LOD pDADMAC Cycle 140 Eluate 0.48 1.61 <LOD pDADMAC Cycle 150 Eluate 3.07 10.22 <LOD pDADMAC Cycle 160 Eluate 3.07 10.22 <LOD Buffer Control 4.6 15.33 <LOD Residual levels in all samples below LOQ
  • 19. Agenda Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 19 1 Background 2 Results 3 Wash Optimization and Scale-up/Implementation 4 Summary
  • 20. Wash Optimization and Scale-up/Implementation Wash Optimization for HCP removal Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 20 Control (25mM Tris, 150mM NaCl, pH 7.2) Trace Buffer Yield [HCP] ppm Yellow 25mM Tris, 500mM NaCl, pH 7.2 99.3% 1009 Green 50mM Citrate, pH 5.0 96.8% 949 Purple 50mM Acetate, pH 5.0 92.8% 746 Yield vs. Purity Holstein, “Protein A Intermediate Wash Strategies”. BioProcess International. Feb 2015, 13(2), 52-58
  • 21. Wash Optimization and Scale-up/Implementation Scale-up performance Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 21 Column Column Volume (mL) Loading (g mAb/L resin) Eluate Volume (CV) Yield [HCP] ppm 0.66cm ID 3.39 30.0 1.4 96% 4,091 3.2cm ID 116.6 28.2 1.4 97% 4,889 • Used control feed due to limitations • Slightly different chromatography methods (differing block lengths) Brown trace = 0.66cm ID Blue Trace = 3.2cm ID Comparable performance
  • 22. Wash Optimization and Scale-up/Implementation COGs Benefits compared to standard filtration train Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 22 Millistak+® HC Filters Clarisolve® Filters Surface installed 26 m² 7 m² Clarification train Two-step clarification: D0HC → X0HC One-step clarification: pDADMAC → 40 MS Consumables cost Equivalent (including Flexware™ assemblies and flocculant) Water for flush 2600 L 700 L € V=1800 L CHO mAb 1.2-1.3 g/L 17.84 x 106 TC/mL 56.2% viability 30% safety factor Increase in resin longevity translates to >20% decrease in protein A resin consumables cost Additionally
  • 23. Summary Key Takeaways Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 23 1 2 3 Reduced impurity levels post protein A chromatography compared to traditional clarification The use of pDADMAC and Clarisolve® 40MS for clarification extended column’s DBC10% lifespan by 33% (40 cycles) Significantly more stable backpressure profile over 160 cycles compared to traditional clarification Boost in Protein A Resin Performance
  • 24. Acknowledgements • Santosh Rahane • Kristina Cunningham • Derek Silva • Kara Pizzelli • Renato Azevedo • Kellie Grogan • Sebastian Hickert • Tim Mueller Improvement in protein A resin lifetime by implementing pDADMAC flocculation | P Szymanski 24
  • 25. Plan your visit today. EMDMillipore.com/mlab
  • 26. The vibrant M, Clarisolve, Eshmuno, Flexware, Millstak+, and M Lab are trademarks of Merck KGaA, Darmstadt, Germany or its affiliates. All other trademarks are the property of their respective owners. Detailed information on trademarks is available via publicly accessible resources. © 2021 Merck KGaA, Darmstadt, Germany and/or its affiliates. All Rights Reserved.