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Platzhalter für Bild, Bild auf Titelfolie hinter das Logo einsetzen
Julia Kahle, Holger Zagst, Kai Jorrit Maul-Köhler, Rebecca Wiesner, Matthias Stein and Hermann Wätzig
CE Pharm, September 12th 2018 in San Francisco
Size- and charge-based Separations for Biopharmaceutical Analysis
Comparative Performance Studies with various CE and HPLC techniques
Julia Kahle | CE Pharm 2018 | 2
Characterization of biopharmaceuticals
Size variants Charge variants
CE CE-SDS
MCE-SDS
CZE
cIEF
icIEF
HPLC SEC
iSEC
AEX
CEX
CE-SDS
MCE-SDS
SEC
MEKC
icIEF
cIEF
CEX
Julia Kahle | CE Pharm 2018 | 3
Size heterogeneity – Experimental design
Test conditions
• Established reference methods with
only few method adjustments
• Protein mixture A and B
• Preparation of stock solutions,
stored at -30°C
Conventional parameters Additional parameters
Resolution Ease of use
Precision Flexibility
Linearity Reliability
Sensitivity Sustainability
Determination of performance parameters:
Test molecules
• Aprotinin 6.5 kDa
• Lysozyme 14.4 kDa
• Myoglobin 17.8 kDa
• Carbonic anhydrase 29 kDa
• Ovalbumin 42 kDa
• BSA 66 kDa
Kahle, J., Maul, K. J., Wätzig, H., Electrophoresis 2018, 39, 311–325. https://doi.org/10.1002/elps.201700278.
Julia Kahle | CE Pharm 2018 | 4
0
20
40
60
80
100
14 16 18 20 22 24
Absorp
tion
[m
AU
]
Migration time [min]
RSD values (ovalbumin, n=40)
tR = 0.096%; peak area = 2.1%
SEC and CE-SDS – Peak profiles of protein mixtures
Size exclusion chromatography
Capillary electrophoresis-SDS RSD values (ovalbumin, n=60)
tM = 0.35%; peak area = 10%
• VWR Hitachi LaChrom Elite
• Yarra 3u SEC-2000, 300 x 7.80 mm
• 50 mM Na2HPO4, 300 mM NaCl, pH 6.8
• 1.0 ml/min, UV abs. at 220 nm
• Agilent 7100 CE System
• fused silica, Le 24 cm, Ø 50 µm
• 100 mM Tris, 1% SDS (m/m), pH 8.0
• -16.5 kV, UV abs. at 220 nm
• method based on Cianciulli et al. (2012)*
*see references
Julia Kahle | CE Pharm 2018 | 5
-5
0
5
10
15
20
25
0 0.5 1 1.5
Ab
so
rpti
on
[m
Au
]
Relative Migration Time
Maurice S. (Mixture B)
Myoglobin Carbonic anhydrase Ovalbumin BSA
-100
150
400
650
900
1150
1400
0 5 10 15 20 25
Flu
ore
sc
en
ce
Aligned Time (sec)
LabChip® GXII Touch HT (Mixture B)
Myoglobin Carbonic anhydrase Ovalbumin BSA
0
30
60
90
120
150
180
0 5 10 15 20 25 30
Ab
so
rpti
on
[m
Au
]
Time [min]
PrinCE NextI870 (Mixture A)
Aprotinin Lysozyme Carbonic anhydrase
0
55
110
165
220
275
330
0 5 10 15 20
Ab
so
rpti
on
[m
Au
]
Time [min]
Agilent 7100 CE System (Mixture A)
Aprotinin Lysozyme Carbonic anhydrase
CE-SDS – Peak profiles of protein mixtures
• Le 24.5 cm, Ø 50 µm, fused silica
• UV abs. at 200 nm
• 100 mM TRIS, 1.0% SDS (m/m),
10 mM DTT, pH 8.0
• HT Protein QC Assay
• Le 14 mm, fused silica
• LIF-Ex/Em 635/700 nm
• CE-SDS Size Application Kit
• Le 15 cm, Ø 50 µm, fused silica
• UV abs. at 220 nm
• Le 26 cm, Ø 50 µm, fused silica
• UV abs. at 200 nm
• 100 mM TRIS, 1.0% SDS (m/m),
10 mM DTT, pH 8.0
Kahle, J., Maul, K. J., Wätzig, H., Electrophoresis 2018, 39, 311–325. https://doi.org/10.1002/elps.201700278.
Julia Kahle | CE Pharm 2018 | 6
0
10
20
30
40
50
0 40 80 120 160 200 240 280 320
Are
a [%
]
Run
LabChip® GXII Touch HT (Mixture B)
Carbonic anhydrase Myoglobin BSA Ovalbumin
0
10
20
30
40
50
0 30 60 90 120
Are
a [%
]
Run
Agilent 7100 CE System (Mixture A)
Aprotinin Carbonic anhydrase Lysozyme
0
10
20
30
40
50
0 10 20 30 40 50
Are
a [%
]
Run
Maurice S. (Mixture B)
Carbonic anhydrase Myoglobin BSA Ovalbumin
0
10
20
30
40
50
1 2 3 4 5 6
Are
a [%
]
Run
PrinCE NextI870 (Mixture A)
Carbonic anhydrase Aprotinin Lysozyme
CE-SDS – Intermediate precision of %peak areas
RSD (CA) = 1.7% RSD (CA) = 2.8%
RSD (CA) = 4.0%
RSD (CA) = 1.2%
4 preparations of each 30 1 preparation of 6
8 preparations of each 40 2 preparations of 30 and 22
Kahle, J., Maul, K. J., Wätzig, H., Electrophoresis 2018, 39, 311–325. https://doi.org/10.1002/elps.201700278.
Julia Kahle | CE Pharm 2018 | 7
Charge heterogeneity – Experimental design
Test conditions
• Established reference methods
• Preparation of stock solutions
Conventional parameters Additional parameters
Resolution Ease of use
Precision Flexibility
Linearity / Sensitivity Reliability
Determination of performance parameters:
Test molecules
• NISTmAb pI ≈ 9.2
• Infliximab pI ≈ 7.6
In preparation: Kahle, J., Zagst, H., Wiesner, R., Wätzig, H., Electrophoresis (2018).
Julia Kahle | CE Pharm 2018 | 8
8.9 9.0 9.1 9.2 9.3
0
100
200
300
400
Absorp
tion [m
Au]
pI
8.0 8.2 8.4 8.6 8.8 9.0
0
20
40
60
80
Absorp
tion [m
Au]
tM [min]
17 18 19 20 21 22 23
0
100
200
300
Absorp
tion [m
Au]
tR [min]
35.5 36.0 36.5 37.0 37.5
0
20
40
60
80
100
120
Absorp
tion [m
Au]
tM [min]
Resolution – NISTmAb
I. icIEF (Maurice C.)
II. CEX (LaChrom Elite)
III. MEKC (7100 CE System)
IV. cIEF (7100 CE System)
*see references
Le 40 cm, Ø 50 µm, fused silica
UV abs. at 214 nm
400 mM EACA, 2 mM TETA,
Polysorbate-20 0.03%, pH 5.7
method: Turner and Schiel (2018)*
Le 24.5 cm, Ø 50 µm, LPA-coated
UV abs. at 280.2 nm / Ref 550.5 nm
PL 8-10.5 3%, PL 3-10 1%,
2.4 M urea, 40 mM L-Arg, 2 mM IDA
YMC-BioPro SP-F, 5 µm
UV abs. at 215 nm
20 mM phosphate buffer, pH 6.7
salt gradient with 0.5 M NaCl
method: Michels et al. (2015)*
Le 5 cm, Ø 100 µm, FC-coated
UV abs. at 280 nm
PL 8-10.5 4%,
3 M urea, 0.35% MC
Julia Kahle | CE Pharm 2018 | 9
17 18 19 20 21 22 23
0
100
200
300
Absorp
tion [m
Au]
tR [min]
8.9 9.0 9.1 9.2 9.3
0
100
200
300
400
Absorp
tion [m
Au]
pI
Amounts of charge variants
icIEF cIEF MEKC CEX
Main 53% 55% 72% 74%
Basic 10% 11% 13% 17%
Acidic 37% 34% 14% 9.1%
NISTmAb
icIEF
CEX (LaChrom Elite) icIEF (Maurice C.)
Julia Kahle | CE Pharm 2018 | 10
7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0
0
20
40
60
80
100
120
Absorp
tion [m
Au]
pI
11 12 13 14
0
5
10
15
20
25
30
35
Absorp
tion [m
Au]
tM [min]
11 12 13 14 15 16 17 18 19 20
0
25
50
75
100
125
150
Absorp
tion [m
Au]
tR [min]
39.5 40.0 40.5
0
20
40
60
80
100
120
140
Absorp
tion [m
Au]
tM [min]
Resolution – Infliximab
Le 5 cm, Ø 100 µm, FC-coated
UV abs. at 280 nm
PL 5-8 2%, PL 8-10.5 2%,
3 M urea, 0.35% MC
Le 24.5 cm, Ø 50 µm, LPA-coated
UV abs. at 280.2 nm / Ref 550.5 nm
PL 5-8 1.5 %, PL 8-10.5 1.5%,
2.4 M urea, 40 mM L-Arg, 2 mM IDA
YMC-BioPro SP-F, 5 µm
UV abs. at 214 nm
10 mM MES, pH 6.0
salt gradient with 0.1 M NaCl
method: Goyon et al. (2017)*
*see references
I. icIEF (Maurice C.)
II. CEX (LaChrom Elite)
III. MEKC (7100 CE System)
IV. cIEF (7100 CE System)
Le 40 cm, Ø 50 µm, fused silica
UV abs. at 214 nm
400 mM EACA, 2 mM TETA,
Polysorbate-20 0.03%, pH 5.7
method: Turner and Schiel (2018)*
Julia Kahle | CE Pharm 2018 | 11
0
10
20
30
40
50
60
70
80
0 10 20 30 40 50 60
%A
rea
Injection number
CEX (VWR Hitachi LaChrom Elite)
0
10
20
30
40
50
60
70
80
0 10 20 30 40 50 60
%A
rea
Injection number
MEKC (Agilent 7100 CE System)
0
10
20
30
40
50
60
0 10 20 30 40 50 60
%A
rea
Injection number
icIEF (Maurice C.)
Control charts – NISTmAb %Areas
RSD (Main Peak) = 1.3%
RSD (Main Peak) = 1.5% RSD (Main Peak) = 1.5%
Julia Kahle | CE Pharm 2018 | 12
D-Optimal design – NISTmAb
Parameter Minimum Mean Maximum
Pharmalyte conc. 2.0% 5.0% 8.0%
Pharmalyte ratio
(8-10.5+3-10) 1+1 3+1 1+0
L-Arginine 0 mM 5 mM 10 mM
Urea 2 M 3 M 4 M
1. Definition of the experimental space
2. Choice of responses
o e.g. resolution, pI value, pixel position, focusing time
3. Performance of measurements
o 20 different parameter combinations, each n=6
4. Data evaluation
o response Y = design matrix X * coefficient vector β + statistical error e
Julia Kahle | CE Pharm 2018 | 13
Resolution:
2.30774 [2.23559; 2.38222]
2
2.05
2.1
2.15
2.2
2.25
2.3
2.35
2.4
2.45
2.5
1 2 3 4 5 6 7 8 9 3 4 5 6 7 55 60 65 70 75 80 85 90 95 2.2 2.4 2.6 2.8 3 3.2 3.4 3.6 3.8
4.75 5 75 2.9
Predicted response graph – Resolution
L-Arginine [mM] PL total conc. [%] PL 8-10.5 [%] Urea [M]
Julia Kahle | CE Pharm 2018 | 14
Resolution:
2.30774 [2.23559; 2.38222]
2
2.05
2.1
2.15
2.2
2.25
2.3
2.35
2.4
2.45
2.5
1 2 3 4 5 6 7 8 9 3 4 5 6 7 55 60 65 70 75 80 85 90 95 2.2 2.4 2.6 2.8 3 3.2 3.4 3.6 3.8
4.75 5 75 2.9
Predicted response graph – Resolution
L-Arginine [mM] PL total conc. [%] PL 8-10.5 [%] Urea [M]
Julia Kahle | CE Pharm 2018 | 15
Response surface plots – Resolution
Resolution value:
basic peaks
Julia Kahle | CE Pharm 2018 | 16
Take Home Messages
o CE-based techniques show a much higher separation efficiency,
but in some cases a lower precision compared to HPLC.
o Depending on the intended application, each user can find the
most appropriate instrument for CE-SDS.
o An excellent performance was confirmed for icIEF, cIEF and MEKC.
o Design of Experiments is a powerful tool.
Julia Kahle | CE Pharm 2018 | 17
Thank you very much!
Research group of Prof. Dr. Hermann Wätzig
Kai Jorrit Maul-Köhler was involved in the CE-SDS experiments, Holger Zagst and Rebecca Wiesner
in the charge-based experiments and Matthias Stein in the DOE approach.
Julia Kahle | CE Pharm 2018 | 18
Thank you very much!
• Thanks to Protein Simple and Perkin Elmer for providing their instruments and in
particular Susanne Dörks, Udo Burger and Xin Jiang from Protein Simple for the
tremendous support.
• Special thanks to the CASSS committee for the Student Travel grant and the
opportunity for scientific exchange.
Julia Kahle | CE Pharm 2018 | 19
References
• Cianciulli, C., Hahne, T., Wätzig, H., Electrophoresis 2012, 33, 3276–3280.
• Kahle, J., Maul, K. J., Wätzig, H., Electrophoresis 2018, 39, 311–325.
• Turner, A., Schiel, J. E., Anal Bioanal Chem, 2018, 410, 2079–2093.
• Michels, D. A., Ip, A. Y., Dillon, T. M., Brorson, K., Lute, S., Chavez, B., Prentice, K. M.,
Brady, L. J., Miller, K. J., in: Schiel, J. E., Davis, D. L., Borisov, O. V. (Eds.), ACS
Symposium Series, American Chemical Society, Washington, DC, 2015, 237–284.
• Goyon, A., D'Atri, V., Bobaly, B., Wagner-Rousset, E., Beck, A., Fekete, S., Guillarme,
D., J Chromatogr B, 2017, 1058, 73–84.