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CDER/OTR/DPA CDER/OTR/DPA
The Use of Mass Spectrometry in FDA Applications for Biotherapeutics: A
Retrospective Review
Sarah Rogstad, Anneliese Faustino, David Keire, Michael Boyne, and Jun Park
CASSS Mass Spec September 25, 2015
1
CDER/OTR/DPA CDER/OTR/DPA
This presentation reflects the views of the author and should not be construed to represent FDA’s
views or policies
2
CDER/OTR/DPA CDER/OTR/DPA
Protein Therapeutics
• Protein based biotherapeutics comprise a large and promising market within the United States.
• Complex heterogeneity requires elaborate technical analysis.
• Modern analytical techniques are necessary for their characterization.
• MS is an indispensable tool for the analysis of these products.
3
Monoclonal Antibody
Fusion Protein
Antibody Drug Conjugate
Protein
CDER/OTR/DPA
Protein Therapeutic Characterization Physicochemical • Structure (primary and higher
order) • Molecular weight • Degree of heterogeneity
(chemical, conformational, etc) • Functional, receptor binding and
immunochemical • Biological activity (e.g. potency) • Functional domain
characterization • Enzyme kinetics • Receptor binding studies • Protein‐target binding
Impurity profiles • Product‐related impurities
– Inactive protein variants generated during manufacture or storage
• Process‐related impurities – Host cell proteins & DNA – Media components – Column leachates
Stability • Degradation profiles under real
time, accelerated, stress (freeze‐thaw, light high temperature exposure, agitation) conditions
4
Collectively, these quality attributes define identity, purity, potency, and stability of the product and if critical, they correlate with efficacy and safety
CDER/OTR/DPA
Glycosylation Data Mining
5
Read et al., Biotech & Appl Biochem, 2011.
• Survey of glycosylation analysis in mAb drug applications.
• Found high incidence of MS-based assays.
Inspired all-inclusive analysis of MS in protein therapeutics.
CDER/OTR/DPA CDER/OTR/DPA
MS Data Mining Overview Goal: Analyze usage of MS in protein therapeutic biologics license applications (BLAs). Purpose: To inform the public and industry of the trends in MS usage in BLAs. 67 protein therapeutic BLAs approved between 1989-2015 were analyzed. Data Mining Focus:
– What was being analyzed? (ex. AA sequence, PTM, etc) – How was it being analyzed? (ex. Peptide mapping, Intact mass) – What methodology was used? (ex. MS1, MS2, MS3) – What instrumentation was used? (ex. MALDI-TOF, LC-ESI) – How was data used? (ex. Characterization)
6
CDER/OTR/DPA CDER/OTR/DPA
7
CDER/OTR/DPA
MS Data Mining Analysis Quality Attribute Targets • What is being analyzed • ex) Molecular Mass, amino acid
sequence, PTMs
MS Approach • General analytical method • ex) Intact mass, Peptide mapping
MS Instrumentation • Type of MS/ionization used • ex) LC-ESI, ESI, MALDI
MS Methodology • Specific analytical method • ex) MS, MS/MS
8 Target Approach Instrumentation Methodology
CDER/OTR/DPA
Protein BLA Overview
Antibody 49%
Other Protein
36%
Fusion Protein
13%
Antibody Drug
Conjugate 2%
Product Type Distribution
0
2
4
6
8
10
12
1989 1994 1999 2004 2009 2014
# of
BLA
s
Product Type Over Time
Antibody Protein
Fusion protein Antibody Drug Conjugate
Total
9
CDER/OTR/DPA
MS Usage Over Time
10
0
2
4
6
8
10
12
# of
BLA
s
MS No MS
MS used in all but 5 of the BLAs surveyed. MS data was used predominantly for API and impurity characterization purposes.
CDER/OTR/DPA
11
Quality Attribute Targets • What is being analyzed • ex) Molecular Mass, amino acid
sequence, PTMs
MS Approach • General analytical method • ex) Intact mass, Peptide mapping
MS Instrumentation • Type of MS/ionization used • ex) LC-ESI, ESI, MALDI
MS Methodology • Specific analytical method • ex) MS, MS/MS
CDER/OTR/DPA
0
10
20
30
40
50
60
# of
BLA
s
Quality Attribute Targets Analyzed via MS
12 Target Approach Instrumentation Methodology
30 Distinct Quality Attribute Targets were analyzed via MS.
CDER/OTR/DPA
Top 8 Targets Over Time
13 Target Approach Instrumentation Methodology
MS usage for the analysis of the top 8 targets generally increased over time.
0
2
4
6
8
10
12
2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
# of
BLA
s
Amino Acid Sequence Analysis
Molecular Mass
Glycosylation
Disulfide bonds
Deamidation
Oxidation
Sequence Variants (N-term pyroGlutamateFormation)Sequence Variants (C-term Lysine Clipping)
Total
0102030405060708090
100
Molecular Mass Amino AcidSequenceAnalysis
Glycosylation Deamidation Disulfide bonds Oxidation SequenceVariants (N-termpyroGlutamine
Formation)
SequenceVariants (C-termLysine Clipping)
% o
f BLA
s
1989-2000 2001-2005 2006-2010 2011-2015
CDER/OTR/DPA
Number of MS Targets per BLA
0
2
4
6
8
10
12
# of
Tar
gets
per
BLA
Average # of Targets
R² = 0.9396
0
2
4
6
8
10
12
2009 2010 2011 2012 2013 2014 2015 2016
# of
Tar
gets
per
BLA
Average # of Targets
14 Target Approach Instrumentation Methodology
# of Targets per BLA
The number of targets analyzed via MS increased over time.
CDER/OTR/DPA CDER/OTR/DPA
Quality Attribute Target Summary
• MS usage for 30 quality attribute targets was monitored. • MS was widely used in the analysis of those targets. • Amino acid sequencing and molecular weight analysis
were the most widely used and accounted for the MS usage in 60 applications.
• Over time, MS usage has increased in all of the top 8 targets, with respect to the number of BLAs and without.
• Number of MS targets per application has increased steadily over time.
15 Target Approach Instrumentation Methodology
CDER/OTR/DPA
16
Quality Attribute Targets • What is being analyzed • ex) Molecular Mass, amino acid
sequence, PTMs
MS Approach • General analytical method • ex) Intact mass, Peptide mapping
MS Instrumentation • Type of MS/ionization used • ex) LC-ESI, ESI, MALDI
MS Methodology • Specific analytical method • ex) MS, MS/MS
CDER/OTR/DPA CDER/OTR/DPA
MS Approaches Used in BLAs
• Peptide Mapping (Bottom-up) – Proteins digested prior to MS analysis
• Intact Mass (Top-down) – Whole proteins analyzed via MS
• Glycan Profiling – MS analysis of cleaved glycans
• Other – GC-MS, ICP-MS, Middle-down
17
General Analytical Methods
CDER/OTR/DPA
MS Approaches Used in BLAs
# of Approaches per BLA
4321
0
2
4
6
8
10
12
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
MS Approaches over time
Intact Mass Peptide Mapping Glycan Profiling
Other Total
0
10
20
30
40
50
60
70
Peptide Mapping Intact Mass Glycan Profiling Other
# of
BLA
s
MS Approaches
18 Target Approach Instrumentation Methodology
General Analytical Methods
5%
19%
53%
23%
CDER/OTR/DPA
19
Quality Attribute Targets • What is being analyzed • ex) Molecular Mass, amino acid
sequence, PTMs
MS Approach • General analytical method • ex) Intact mass, Peptide mapping
MS Instrumentation • Type of MS/ionization used • ex) LC-ESI, ESI, MALDI
MS Methodology • Specific analytical method • ex) MS, MS/MS
CDER/OTR/DPA
MS Instrumentation Used in BLAs
20
0
5
10
15
20
25
30
Intact Mass Peptide Mapping Glycan Profiling#
of B
LAs
MS Instrumentation
QTOF MALDI-TOF Orbitrap
Target Approach Instrumentation Methodology
0
10
20
30
40
50
60
Peptide Mapping Intact Mass Glycan Profiling
# of
BLA
s
Ionization Method
LC-ESI MALDI ESI (no LC)
0
2
4
6
8
10
12
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
Ionization Method Over Time
LC-ESI MALDI ESI (no LC) Total
Types of MS and Ionization used
CDER/OTR/DPA
21
Quality Attribute Targets • What is being analyzed • ex) Molecular Mass, amino acid
sequence, PTMs
MS Approach • General analytical method • ex) Intact mass, Peptide mapping
MS Instrumentation • Type of MS/ionization used • ex) LC-ESI, ESI, MALDI
MS Methodology • Specific analytical method • ex) MS, MS/MS
CDER/OTR/DPA
MS Methodology Used in BLAs
22 Target Approach Instrumentation Methodology
0
5
10
15
20
25
30
35
40
Peptide Mapping Intact Mass Glycan Profiling
# of
BLA
s
Methodology Used
MS1 MS2 MS3
0
2
4
6
8
10
12
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
Methodology Used Over Time
MS1 MS2 MS3 Total
Specific Analytical Methods
CDER/OTR/DPA CDER/OTR/DPA
Methods Summary
• Peptide mapping and intact mass analysis are the most widely used MS approaches.
• Most applications (77%) used more than one MS approach. Small number of approaches being applied to multiple targets.
• LC-ESI was used most often. • LC-ESI and ESI usage increased over time. • MS and MS/MS were both widely used in peptide
mapping analyses. • Top-down MS/MS was not used.
23 Target Approach Instrumentation Methodology
CDER/OTR/DPA
24
Quality Attribute Targets • What is being analyzed • ex) Molecular Mass, amino acid
sequence, PTMs
MS Approach • General analytical method • ex) Intact mass, Peptide mapping
MS Instrumentation • Type of MS/ionization used • ex) LC-ESI, ESI, MALDI
MS Methodology • Specific analytical method • ex) MS, MS/MS
CDER/OTR/DPA
Amino Acid Sequence Analysis 89%
11% Tested
NotTested
0
2
4
6
8
10
12
1985 1990 1995 2000 2005 2010 2015 2020
# of
BLA
s
Total MS AA Analysis
AA Analysis Total
Peptide Mapping
25 Target Approach Instrumentation Methodology
0
2
4
6
8
10
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
Ionization Method
LC-ESI MALDI AA Analysis
0
2
4
6
8
10
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
MS Methodology
MS1 MS2 AA Analysis
0
2
4
6
8
10
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
MS Instrumentation
QTOF MALDI-TOF Orbitrap
Unknown AA Analysis
CDER/OTR/DPA CDER/OTR/DPA
Molecular Mass Analysis
71%
29%
Tested Not Tested
0
2
4
6
8
10
12
1985 1990 1995 2000 2005 2010 2015 2020
# of
BLA
s
Total Molecular Mass MS
Mol. Mass Total
Intact Mass
26 Target Approach Instrumentation Methodology
0
2
4
6
8
10
12
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
Ionization Method
LC-ESI ESI (No LC) MALDI Mol. Mass
0
2
4
6
8
10
12
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
MS Instrumentation
QTOF MALDI-TOF Orbitrap
Unknown Mol. Mass
CDER/OTR/DPA CDER/OTR/DPA
Glycosylation Analysis
Tested 60%
Not Tested
40%
Tested Not Tested
21
9 6 1
11
15
3
1 0
5
10
15
20
25
30
35
Antibody Protein Fusion protein Antibody DrugConjugate
# of
BLA
s
MS Glyco-analysis by Drug Type
No MS Glyco Test
MS Glyco Test
69%
42%
67%
50%
0
10
20
30
40
50
60
70
80
Peptide Mapping Intact Mass Glycan Profiling Other
% o
f MS
Gly
cosy
latio
n Te
sts
Types of MS-based Glycosylation Testing
Other = GC-MS and Middle Down
27 Target Approach Instrumentation Methodology
0
2
4
6
8
10
12
1985 1990 1995 2000 2005 2010 2015 2020
# of
BLA
s
Total MS Glycosylation Analysis
Glycosylation Tests Total
CDER/OTR/DPA CDER/OTR/DPA
Glycosylation Analysis
0
2
4
6
8
10
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
Ionization Method
LC-ESI ESI (no LC)
MALDI Total Glycosylation Tests
0123456789
10
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
MS Methodology
MS1 MS2 MS3 Total Glycosylation Tests
28 Target Approach Instrumentation Methodology
0
2
4
6
8
10
2004 2006 2008 2010 2012 2014 2016
# of
BLA
s
MS Approach
Peptide Mapping Intact Mass
Glycan Profiling Other
Total Glycosylation Tests
CDER/OTR/DPA
Other Targets of Interest
Higher Order Structure • 3 BLAs (2014)
– 1 mAb, 1 protein, 1 fusion protein
• Hydrogen Deuterium Exchange MS (HDX) – Intact Mass and Peptide
Mapping
Host Cell Proteins • 2 BLAs (2005, 2014)
– Both proteins
• In gel digest with LC-MS(/MS) of major bands.
29
6%
94%
Tested Not Tested
3%
97%
Tested Not Tested
Target Approach Instrumentation Methodology
CDER/OTR/DPA CDER/OTR/DPA
Quality Attribute Target Methods Summary
• MS based amino acid sequence analysis and molecular weight analysis are fundamental in protein BLAs.
• Multiple attributes are being analyzed using the same versatile MS approaches (peptide mapping and intact mass analysis) within the same applications.
• Similar overall trends for target analysis as for analysis as a whole.
• Complex targets are being analyzed using emerging approaches.
30 Target Approach Instrumentation Methodology
CDER/OTR/DPA CDER/OTR/DPA
Future Roles of MS
• Continued increase in usage. • Increased complexity of assays.
– Top-down MS/MS, MS3, HDX
• Adapted methodology for more complex products. – Bispecific antibodies, biosimilars
• Broader application. – QC, comparability and similarity, clinical assays
• Coupling with orthogonal techniques. – CE, NMR
31
CDER/OTR/DPA CDER/OTR/DPA
Conclusions
• MS is critical to protein therapeutic characterization, and its usage is increasing proportionally to new applications.
• The number of quality attribute targets MS is being used to assess is also growing.
• Room for growth in MS assays as analytical techniques improve and products become more complex.
• Although MS is currently being used primarily for characterization, we anticipate that it will be used increasingly for QC and comparability and similarity.
32
CDER/OTR/DPA
Acknowledgements
CDER/OPQ/OTR/DPA • Anneliese Faustino • David Keire • Ashley Gucinski • Michaella Levy • Melissa Zarr
CDER/OPQ/OBP •Jun Park
Other •Michael Boyne •CASSS MS
33
CDER/OTR/DPA
Questions
34