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Sebastian SpindeldreherNovartis Institutes for Biomedical Research / DMPK-Biologics
Aggregation of Human Recombinant Monoclonal Antibodies Enhances Their Presentation by Dendritic Cells In Vitro
7th Open Scientific EIP Symposium, Lisbon, February 24, 2015
Aims of this study
Do proteinaceous SVP have increased immunogenic potential?
Why (mechanism)?
Which factors influence immunogenicity:• Size?
• Type of stress/structure?
2 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Acknowledgements
DC data:
Andrea Kiessling
Babette Wolf
Jennifer Krieg*
Stewart Jones*
T cell data
Aida Baban
MAPPs data
Anette Karle
Sascha Gottlieb
Stephan Koepke
Laetitia Sordé
Xavier Charles Leber
Steffen Hartmann
Aggregates generation and phys/chem characterization:
Verena Rombach-Riegraf
Atanas Koulov*
Bahman Ossuli
Dolores Tinhan
Philippe Simeoni
Marie-Claude Djidja
Kamal Egodage
Markus Blümel
Margit Jeschke
Maria Brauchle
* Left Novartis
3 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Selected stress conditions
2 model antibodies: mAb1 and mAb2 (terminated projects)
Both IgG1 subclass targeting soluble plasma proteins
Very different biophysical properties from one another with regard to isoelectric point, melting temperature, surface hydrophobicity, colloidal stability
Three stress conditions• Heat/shake (HS)
- Unstressed
- Stress level 1 (sl1) 10 min at 65°C and 1400 rpm
- Stress level 2 (sl2) 6 min at 80°C and 1400 rpm
• Shear stress (S)- Unstressed
- Stress level 1 (sl1) draw/empty syringe once
- Stress level 2 (sl2) draw/empty syringe four times
• Freeze Thaw (FT)- Unstressed
- Stress level 1 (sl1) 3 FT cycles
- Stress level 2 (sl2) 10 FT cycles
4 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Applied technologies
Phys/Chem analytics• Microflow Imaging
• Size Exclusion Chromatography
• Dynamic Light Scattering
• Capillary Electrophoresis Sodium Dodecyl Sulfate
• LC/MS peptide mapping
Biological assays:• DC activation assay
• MAPPs assay
• T cell assay
5 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Particle size distributionDetermined via Microflow imaging
unstressed FT stress level 1 FT stress level 2 unstressed FT stress level 1 FT stress level 2mAb1 mAb2
mAb1 mAb2HS
FT
S
6 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Immune cell interplay
T-cell assay
MAPPs
DC-assay
7 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
DC maturation assayAssay procedure
stain
HealthyBlood Donor
Buffy Coat PBMC Monocyte ImmatureDendritic Cell
GM-CSFIL-4
5d
Ficoll
CD14 isolationwith magnetic
beads
drug
Maturation
3dCD86
CD83CD80
CD11c
72h maturation cocktail72h medium control72h DPBS
cytokines
8 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Induction of DC maturation by stressed mAb materials
Response index: response relative to unstressed condition
9 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Relative number of positive responder with response index at least 1.5
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Identification of naturally processed HLA peptides MHC-associated Peptide Proteomics (MAPPs)
Cell isolation
Differentiation
Maturation
Immuno-precipitation
Washing and peptide elution
Nano LC-MS and database
search
mAb
Monocyte
ImmatureDC
Mature DC
mass spectraBuffy Coat
peptide
11 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
MAPPsexample: clusters in human interferon beta
1 111
2 11 1
1 1
Donor 1Donor 2Donor 3Donor 4Donor 5Donor 6Donor 7Donor 8Donor 9Donor 10Donor 11Donor 12Donor 13Donor 14
Cluster Cluster
Different Peptides
One Donor
Heat map of different peptides
12 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Peptide clusters presented on DCs from heat stressed mAb1 and mAb2
Donor HS 1Donor HS 2Donor HS 3Donor HS 4Donor HS 5Donor HS 6Donor HS 7Donor HS 8Donor HS 9
Donor HS 1Donor HS 2Donor HS 3Donor HS 4Donor HS 5Donor HS 6Donor HS 7Donor HS 8Donor HS 9
Donor HS 1Donor HS 2Donor HS 3Donor HS 4Donor HS 5Donor HS 6Donor HS 7Donor HS 8Donor HS 9
Donor HS 1Donor HS 2Donor HS 3Donor HS 4Donor HS 5Donor HS 6Donor HS 7Donor HS 8Donor HS 9
Donor HS 1Donor HS 2Donor HS 3Donor HS 4Donor HS 5Donor HS 6Donor HS 7Donor HS 8Donor HS 9
Donor HS 1Donor HS 2Donor HS 3Donor HS 4Donor HS 5Donor HS 6Donor HS 7Donor HS 8Donor HS 9
140 160 180120 380 400320 340 360260 280 300200 220 2400 20 420
sl1
sl2
HS
mA
b1
he
avy
ch
ain
un
HS
mA
b2
he
avy
ch
ain
un
sl1
sl2
0 20 360 380300 320 340240 260 280180 200 220120 140 16060 1600 20 40 60 80 100 120 140400 180
40 60 80 100
mA
b2
lig
ht c
ha
in
80 10040
0 20 40 60
420
mA
b1
lig
ht c
ha
in
180 200100 120 140 16080
color coding
number of different peptides 0 1 5 10 15 20 25 30 35 40 45 >50
13 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Naturally processed peptides: MAPPs assay Number of different peptides and clusters
mAb1 mAb2
14 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Correlation of peptide presentation and protein amount in particles
r2 = 0.994
r2 = 0.993
r2 = 0.86
r2 = 0.943
Linear regression analyses of increase of HLA-DR associated peptides/clusters as functions of the calculated amount of protein present in subvisible particles.
15 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
NaïveCD4+
T cell
APC
ActivatedCD4+
T cell
ActivatedCD4+
T cell
ActivatedCD4+
T cell
T cell proliferation
T cell expansion(7 days)
T cell assay
Aim: Link to other studies that show enhanced T cell activation
PBMCs prepared from buffy coats of healthy human donors by density gradient centrifugation.
On day 0, challenge with different preparations of biotherapeutics at 200 mg/mL.
IFN-y ELISpot after 7 days in culture
Limited no. of donors tested (8 blood donors tested for FT and 13 different for HS)
MAb2 not tested due to direct interference in the assay
Shear stress not tested
16 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
T cell assay results
mAb1 only due to direct interference of mAb2 in T cell assay
17 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Summary
Aggregates can induce DC maturation. More particles induce stronger DC maturation in more donors
Aggregates lead to increased HLA-restricted antigen presentation
Extent of presentation correlates exceptionally well with calculated amount of protein contained within the subvisible particles
Aggregates can lead to increased T cell responses
Thus, highly aggregated proteins are able to induce adaptive immune responses
18 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Summary cont’d
Aggregates and subvisible particles are present, to a limited extent, in every biopharmaceutical product sold on the market today.
The aggregation levels typically observed for marketed therapeutic antibodies are much lower than the levels generated for this study.
To shed further light on the mechanistic involvement of aggregates during induction of immunogenicity additional investigations have been initiated as part of ABIRISK: Additional aggregated monoclonal antibodies (marketed formulations) which
are also part of clinical investigations in ABIRISK
Advanced assays performed by multiple labs
19 | EIP Symposium | S. Spindeldreher | Feb 24, 2015
Anti-Biopharmaceutical Immunization: Prediction and analysis of clinical relevance to minimize the RISK
Evaluation and development of technologies for predicting immunogenicity
Aim 1: Evaluate clinical relevance and gain a greater understanding of technologies of prediction of immunogenicity
Aim 2: Develop and assess novel prediction methodsAim 3: Assess effects of aggregation on immunogenicity
Co-leadersBernard Maillere, CEA Christian Pedersen Ross, Novo NordiskSebastian Spindeldreher, Novartis Pharma
WP 3
Aggregate generation and characterization Focus on antibodies (rituximab, infliximab, natalizumab, adalimumab) Syringe stress:
• SS-L1: 3x "up and down“• SS-L2: 10x "up and down“
Heat stress:• HS-L1: 24 h @55 °C• HS-L2: 72 h @55°C
Physicochemical analytics : SEC, DLS, MFI and Turbidity
Applied methods MAPPs DC activation assays T cell assay
Aim 3: Effect of aggregatesA sneak preview
Natalizumab:Changes in peptide presentation
1 5 10 15 20 25 30 35 40 45 50 58heatmap coloring based on peptide numbers
donor 1
donor 3donor 4donor 5donor 6donor 7donor 8donor 9
donor 10donor 11donor 12donor 13donor 14
donor 16
donor 1
donor 3donor 4donor 5donor 6donor 7donor 8donor 9
donor 10donor 11donor 12donor 13donor 14
donor 16
donor 1
donor 3donor 4donor 5donor 6donor 7donor 8donor 9
donor 10donor 11donor 12donor 13donor 14donor 15donor 16
donor 1donor 2donor 3donor 4donor 5donor 6donor 7donor 8donor 9
donor 10donor 11donor 12donor 13donor 14donor 15donor 16
donor 1
donor 3donor 4donor 5donor 6donor 7donor 8donor 9
donor 10
donor 12donor 13donor 14
donor 16
unst
ress
edSS
-SL1
donor 15
donor 2
donor 15
donor 2
nata
lizum
ab
120 140 320
SS-S
L2H
S-SL
1H
S-SL
2
donor 15
donor 11
donor 2
donor 2
0 20 40 60 80 100
CH 2+3
420
CH 1
340 360 380 400160 180 200 220 240 260 280 300 0 20 40 60 80 100CL
120 140 160 180
1 5 10 15 20 25 30 35 40 45 50 59heatmap coloring based on peptide numbers
Constant framework Hinge
Variable framework CDR
Legend for sequence coloring:
Infliximab: Changes in peptide presentation
donor 1donor 2donor 3donor 4donor 5
donor 7donor 8donor 9donor 10donor 11
donor 13donor 14
donor 1donor 2donor 3donor 4donor 5
donor 7donor 8
donor 10donor 11
donor 13donor 14
donor 1donor 2donor 3donor 4donor 5
donor 7donor 8donor 9donor 10donor 11
donor 13donor 14
donor 1donor 2donor 3
donor 8donor 9
donor 11
donor 13donor 14
donor 1donor 2donor 3donor 4donor 5
donor 8donor 9
donor 11donor 12
donor 7
donor 10
donor 13donor 14donor 15donor 16
donor 12
donor 15donor 16
donor 6
unst
ress
edSS
-L1
SS-L
2H
S-L1
donor 6
donor 12
donor 15donor 16
donor 6
donor 9
donor 12
donor 15donor 16
donor 6
donor 12
donor 15donor 16
donor 4donor 5donor 6donor 7
donor 10
HS-
L2
420
infli
xim
ab
CH1 H CH2+3
0 20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 340 360 380 400
CL
1800 20 40 60 80 100 120 140 160
1 5 10 15 20 30 40 50 60 70 80 87
Legend for heatmap coloring:
1 5 10 15 20 30 40 50 60 70 80 90 93
Legend for heatmap coloring:
Constant framework Hinge
Variable framework CDR
Legend for sequence coloring:
Increased stress leads to increased peptide presentation
0
2
4
6
8
10
unstressed L1 L2
aver
age c
luste
rs pe
r don
orstress level
FT HSrituximab
0
2
4
6
8
10
12
unstressed L1 L2
aver
age c
luste
rs p
er d
onor
stress level
FT HSadalimumab
0
2
4
6
8
10
12
unstressed L1 L2
aver
age c
luste
rs pe
r don
or
stress level
FT HSinfliximab
0
1
2
3
4
5
6
unstressed L1 L2
aver
age c
luste
rs pe
r don
or
stress level
FT HSnatalizumab
0.02.04.06.08.0
10.012.014.016.0
un sl1 sl2
cluste
rs pe
r don
or
stress level
S FT HSmAb 1
0.0
2.0
4.0
6.0
8.0
10.0
12.0
14.0
un sl1 sl2
cluste
rs p
er d
onor
stress level
S FT HSmAb 2
New IMI studyNovartis internal study
MAPPs on 4 marketed antibodies confirmed the findings of the Novartis study The stronger the stress, the more peptides are being presented on HLA
class II The baseline presentation as well as the degree of change in peptide
presentation depends on the molecule.
Ongoing: DC activation assays with multiple endpoints:
• Cell surface activation markers• Cytokine secretion• Chemokine and cytokine transcription• Cell signaling (phosphorylation)
Selection of T cell assay setup for aggregate study
Conclusion
NovartisSebastian SpindeldreherAnette KarleAndrea KiesslingAnja MatterHannah Morgan Sascha GottliebStephan KoepkeVerena Rombach-Riegraf
INSERM U996Marc PallardySophie Tourdot Isabelle Turbica
INSERM U872Sebastien Lacroix-DesmazesAnastas PashovSandrine DelignatatM. Zhu
INSERM U1014Yu-Chun Lone
CEABernard MaillereMoustafa HamzeSylvain Meunier
DRK-BSDPeter MilanovStefanie Roth
IRBAntonio LanzavecchiaFederica Sallusto
SANOFIVincent MikolCatherine PradesDaniel KramerLaurent DuhauMagali AgnelPierre LafarguetteStephane Coren
Novo NordiskChristian Ross PedersenThomas BäckströmAnne Månsson Kvarnhammar
BayerHans-Werner VohrJeannette LoMargret LeineweberFred Aswad Pedro Paz
SciCrossPierre Dönnes
WP3 partners