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Cell line development: Reducing timelines 
and increasing titres by identification of 
host cell lines with improved characteristics 
Dr Alison Porter, Fujifilm Diosynth Biotechnologies, UK 
Cell Line Development and Engineering, 
09 September 2014, Berkeley CA 
1
FUJIFILM Diosynth Biotechnologies 
 EU and USA operations 
 Track record 
 ~950 staff 
 Over 1000 cGMP batches 
manufactured 
 5 Commercial Products 
 FDA & MHRA Inspection history 
 Extensive LSS application 
RTP (NC, USA) 
Contract Manufacturing 
& 
Process Development 
Billingham (UK)
Scope 
►Aims and Objectives 
►Host cell line development (CLD) 
• Directed evolution approaches 
• Results 
►CLD run-through 
• Experimental design 
• Results 
►Summary 
3
Aims and Objectives 
►To develop a mammalian expression platform 
which rapidly leads to efficient, robust and high 
quality biomanufacturing processes 
►New host cell line 
►New vector 
►Optimised cell line development process 
►Complementary medium and feed platform 
4
5 
Host cell line development
Desirable features/attributes for a host cell line 
Adapted to 
chemically 
defined (CD) 
media 
Adapted to 
CD media 
Short 
doubling time 
1 to 5 g/L titre 
for a model 
mAb 
Suitable 
product 
quality 
Rapid 
adaptation to 
production 
media 
CHO-based 
6
How do we improve host cell functional capability? 
CELL LINE 
ENGINEERING? 
DIRECTED 
EVOLUTION? 
• Despite decades of research 
and a variety of different 
strategies to engineer CHO 
cells, outcomes remained 
mixed 
• May be a need to engineer 
multiple targets 
• May require a systems-based 
analysis for a tailor-made 
response 
• Utilise functional heterogeneity 
within CHO cell populations to 
identify better host cell lines 
• We already utilise this 
approach 
• Identify high producing 
recombinant clones during 
CLD 
• Adaptation to serum-free 
chemically defined media 
• Potential ability to manipulate 
multiple phenotypic outputs 
7
Approaches taken to obtain a host cell line 
with improved features/attributes 
Isolate a cell line 
with more desirable 
attributes from a 
heterogeneous cell 
population 
Adaptation 
to 
chemically 
defined 
conditions 
Chemostat 
Subculture 
regime 
FACS Cloning 
Multiple rounds of 
sorting for cells with 
extended viability 
during batch shake 
flask screening 
Allows for evolution 
of rare mutants with 
desirable growth 
properties within a 
large population 
Continuous 
subculture (different 
regimes) and ability 
to grow in low [Gln] 
for lower [Amm] 
production 
8
Derivation of multiple DG44 variants able to grow 
in chemically defined (CD) culture medium 
Static culture 
100% MEM-α 
(+10% FBS) 
Suspension 
100% MEM-α 
(+10% FBS) 
50% CD-DG44 
50% MEM-α 
(+10% FBS) 
75% CD-DG44 
25% MEM-α 
(+10% FBS) 
90% CD-DG44 
10% MEM-α 
(+10% FBS) 
C1 
100% CD-DG44 
Suspension 
75% OPTI-CHO 
25% MEM-α 
(+10% FBS) 
80% OPTI-CHO 
20% MEM-α 
(+10% FBS) 
90% OPTI-CHO 
10% MEM-α 
(+10% FBS) 
C2 
100% CD-DG44 
C3 
100% CD-DG44 
75% CD-DG44 
25% OPTI-CHO 
50% CD-DG44 
50% OPTI-CHO 
9
The long and winding road to CD media 
adaptation: The C2 story 
1:100 anti-clump 1:700 anti-clump No anti-clump 
0.2 x 106 seeding 0.3 x 106 seeding 0.2 x 106 seeding 
3/4-day sub 3-day sub 
85% OptiCHO 
Clumping issues 
Static 110 rpm 120 rpm 140 rpm 
1.00 
0.75 
0.50 
0.25 
0.00 
0 50 100 150 200 
Growth rate (day-1) 
Days in culture 
100% MEMα 
+10%FBS 
75% OptiCHO 
80% OptiCHO 
90% OptiCHO 100% CD DG44 
Desirable growth rate 
for a recombinant cell 
line assuming: 
• Seed = 0.2 x 106/mL 
• VCD obtained = 2.0 x 
10 
106/mL 
• Culture duration = 4 
days 
• Allows a 1:10 split 
ratio during seed 
train
Batch shake-flask screening of CD variants 
15 
10 
5 
30 
20 
10 
► Assess growth and metabolite profiles during an 8-day batch shake-flask 
screen (at which point viability < 50%) 
• Indication of a cell line’s potential ability to grow during extended 
culture 
• Ideally have a limited accumulation of waste metabolites (e.g. 
ammonium and lactate) 
11 
0 
C1 C2 C3 2B-1 2B-2 
IVC 
(x 106 cell∙day/mL) 
0 
C1 C2 C3 2B-12B-2 
Metabolite 
Concentration 
(mM) 
Amm 
Lac
Higher transfection efficiency and transient 
titre obtained with cell line C2 
80 
60 
40 
20 
0 
C1 C2 C3 2B-1 2B-2 
Transfection 
efficiency (%) 
4 
3 
2 
1 
► Assess transfectability (using GFP) and overall expression/secretion capacity 
(using a model mAb) 
• Comparison of percentage GFP positive cells 24 hours after transfection 
• Comparison of secreted mAb concentration 5 days post-transfection 
► Higher transfection efficiency and transient titre obtained with cell line C2 
C2 progressed to directed evolution stages due to superior 
performance during evaluation 
12 
0 
C1 C2 C3 2B-1 2B-2 
Transient mAb 
expression (mg/L) 
DG44-2B in ACF
Comparison of host cell lines obtained by 
directed evolution 
Growth rate 
Adapted to 
CD media 
during 
subculture 
IVC obtained in 
batch shake-flask 
screen 
Colony survival 
in semi-solid 
medium 
Waste 
metabolite 
(Amm and Lac) 
production in 
batch shake-flask 
screen 
Transient 
expression of 
mAb 1 and mAb 
2 
13
0 
5 
10 
15 
20 
25 
30 
DG44-2B 
C2 
Sort-1 
Sort-2 
Sort-3 
Sort-4 
Sort-5 
Sort-6 
Clone-7 
Clone-11 
Clone-26 
Clone-27 
Clone-36 
Clone-46 
Clone-56 
Clone-59 
Stat-1 
Stat-2 
Stat-3 
Stat-4 
Stat-5 
Stat-6 
8 mM 
6 mM 
4 mM 
2 mM 
1 mM 
Doubling time (h) 
Doubling time during subculture 
14 
► Improved doubling time with C2 compared to DG44-2B: ~27hrs to ~21hrs 
► Directed evolution approaches had little effect on doubling time
0 
2 
4 
6 
8 
10 
12 
14 
DG44-2B 
C2 
Sort-1 
Sort-2 
Sort-3 
Sort-4 
Sort-5 
Sort-6 
Clone-7 
Clone-11 
Clone-26 
Clone-27 
Clone-36 
Clone-46 
Clone-56 
Clone-59 
Stat-1 
Stat-2 
Stat-3 
Stat-4 
Stat-5 
Stat-6 
8 mM 
6 mM 
4 mM 
2 mM 
1 mM 
Batch shake-flask screen harvest IVC 
(x 106 cell∙day/mL) 
IVC obtained during batch shake-flask screening 
15 
► Potential to increase IVC from directed evolution approaches 
► Higher IVC for DG44-2B may be media dependent (presence of hydrolysate)
0 
1 
2 
3 
DG44-2B 
C2 
Sort-1 
Sort-2 
Sort-3 
Sort-4 
Sort-5 
Sort-6 
Clone-7 
Clone-11 
Clone-26 
Clone-27 
Clone-36 
Clone-46 
Clone-56 
Clone-59 
Stat-1 
Stat-2 
Stat-3 
Stat-4 
Stat-5 
Stat-6 
8 mM 
6 mM 
4 mM 
2 mM 
1 mM 
mAb 2 transient 
expression (mg/L) 
mAb 1 transient 
expression (mg/L) 
0 
2 
4 
6 
8 
10 
12 
DG44-2B 
C2 
Sort-1 
Sort-2 
Sort-3 
Sort-4 
Sort-5 
Sort-6 
Clone-7 
Clone-11 
Clone-26 
Clone-27 
Clone-36 
Clone-46 
Clone-56 
Clone-59 
Stat-1 
Stat-2 
Stat-3 
Stat-4 
Stat-5 
Stat-6 
8 mM 
6 mM 
4 mM 
2 mM 
1 mM 
Transient expression 
16 
► Improved titre obtained 
from C2 compared to 
DG44-2B 
► Directed evolution had 
variable effect: up to 3-fold 
increase compared to 
DG44-2B
% Colony survival in semi-solid media 
0 
20 
40 
60 
80 
100 
120 
DG44-2B 
C2 
Sort-4 
Sort-5 
Sort-6 
Clone-7 
Clone-11 
Clone-26 
Clone-27 
Clone-36 
Clone-46 
Clone-56 
Clone-59 
Stat-1 
Stat-2 
Stat-3 
Stat-4 
Stat-5 
Stat-6 
8 mM 
6 mM 
4 mM 
2 mM 
1 mM 
Growth in semi-solid media 
17 
► Improved colony survival obtained from C2 compared to DG44-2B 
► Directed evolution approaches have a variable effect on colony survival
0 
2 
4 
6 
8 
10 
12 
14 
16 
18 
Clone 11 
Sort 5 
Sort 4 
1 mM 
Clone 27 
2 mM 
Stat 6 
Clone 56 
Sort 6 
6 mM 
Clone 26 
Stat 2 
Stat 5 
Stat 1 
Clone 59 
DG44-2B 
4 mM 
Clone 7 
8 mM 
C2 
Stat 4 
Stat 3 
Clone 46 
Clone 36 
Average Ranking 
Average ranking used to select host cell lines 
to progress 
Top 5 cell 
lines 
progressed 
18
Simultaneous comparison of host cell lines: 
Summary 
► For each screen, cell lines were ranked according to their performance 
• The average ranking from all experiments gave an overall score for each 
host cell line 
► Top ranked host cell line isolated from cloning of parental C2 host 
• Clone 11 
► Not all cell lines identified performed better than parental C2 host 
• 2 cell lines from the chemostat and cloning approaches ranked lower 
► Performance of cell lines varied between the screens: 
• The chemostat derived cell lines ranked towards the top when measuring 
growth properties in shake-flasks 
• In contrast, these cell lines performed poorly when assessing growth in 
semi-solid medium, with only low numbers of colonies being produced 
• Demonstrates importance of assessing multiple characteristics 
► Top 5 host cell lines, Clone-11, Sort-5, Sort-4, 1mM and Clone-27, 
were chosen to evaluate further in a ‘mini-pool’ assessment 
(representative of early stage stable cell line generation) 
19
Mini-pool evaluation of candidate host cell lines 
1. Transfection 
mAb 1 
mAb 2 
mAb 3 
2. Removal of HT 
3. Addition of selective pressure 
and plating into 96-well plates at 
5000 cells/well 
5. Progression to 24- 
well plates 
4. Screening of 
confluent colonies 
by OctetTM 
6. Screening 
by OctetTM 
7. Confirmation of 
the top host cell 
line(s) for 
progression 
20 
Experiment biased towards 
mAb 1 as mAb 2 and mAb 3 
have previously proven to be 
“difficult-to-express”
24-well plate screen titre 
30 
25 
20 
15 
10 
5 
0 
mAb 1 
mAb 2 
mAb 3 
mAb 1 
mAb 2 
mAb 3 
mAb 1 
mAb 2 
mAb 3 
mAb 1 
mAb 2 
mAb 3 
mAb 1 
mAb 2 
mAb 3 
mAb 1 
mAb 2 
mAb 3 
mAb 1 
mAb 2 
mAb 3 
DG44-2B Clone 11 Clone 27 Sort 4 Sort 5 1 mM (in 
1mM GLN) 
1 mM (in 
8mM GLN) 
24wp titre (mg/L) 
► Rank results from mini-pool evaluation combined with previous ranking results 
to select the top 2 host cell lines 
► Decision made to ensure cell lines from different directed evolution routes 
progressed to mitigate risk: 
• Sort-5 and Clone-27 
• DG44-2B included as a control 
21
Cell Line Development 
Run-Through 
22
Process map of the CLD run-though 
23 
Transfection 
& Selection 
96-well 
plate 
screen 
Fed-batch 
shake-flask 
screen 
ClonePix™ 
screen 
24-well 
plate 
screen 
Batch 
shake-flask 
screen 
Stability 
study 
ambr15™ & 
Bioreactor 
evaluation 
Titre 
assessment 
used a generic 
antibody 
standard curve 
and Octet™ 
assay 
Titre assessment 
used Octet™ or 
ProA HPLC & a 
specific antibody 
standard curve 
• Clone 27 and Sort 5 assessed in 
CLD run-through 
• New FDB expression vector 
used with the new host cell lines 
• Original host/vector system included 
as a comparator up to the RCB stage 
• Original system also uses 
different medium/feed system 
Model mAb 1 
Host cell line 
Research 
cell bank
24 
CLD run-through: Transfection to recovery 
Pools from 
Clone-27 host 
Transfection 
recovery 
Pools from 
Sort-5 host 
Pools from 
DG44-2B host 
recovery 
recovery 
Host cell line 
Day 0 
1 
2 
3 
4 
5 
6 
7 
8 
9 
10 
11 
12 
13 
14 
15 
16 
Pools from the original host 
cell line (DG44-2B) had the 
longest recovery period 
-HT 
+ Selection 
reagent
CLD run-through: ClonePix™2 screening 
25 
FITC1000 Exterior Mean Intensity 
Apollo Alternative Host Cell Line DG44-2B 
40000 
30000 
20000 
1 0000 
0 
FITC1 000 Exterior Mean Intensity 
Clone-27 Sort-5 D G44-2B 
Exemplar 
colony image 
► The fluorescence intensity and colony size were lower for 
the original host/vector system (DG44-2B)
CLD run-through: 96-well plate screen 
26 
► The highest titres 
achieved were from 
colonies originating from 
the Clone-27 host 
► A greater number of 
colonies from the original 
system had expression 
below the detection level; 
the max titre was 
considerably lower 
>150 top 
colonies 
progressed 
DG44-2B Sort-5 Clone-27 
250 
200 
150 
100 
50 
0 
0 100 200 300 400 500 600 700 800 
Titre (mg/L) 
250 
200 
150 
100 
50 
0 
0 100 200 300 400 500 600 700 800 
Titre (mg/L) 
250 
200 
150 
100 
50 
0 
0 100 200 300 400 500 600 700 800 
Titre (mg/L) 
Colony Number
CLD run-through: 24-well plate screen 
200 
150 
100 
50 
200 
150 
100 
50 
0 
0 50 100 150 200 250 
Titre (mg/L) 
27 
Titre (mg/L) 
>30 top colonies 
progressed ► The highest titres 
achieved were from 
colonies originating 
from the Clone-27 
host 
► Colonies from the 
original host/vector 
system had much 
lower titres 
DG44-2B Sort-5 Clone-27 
0 
0 50 100 150 200 250 
Titre (mg/L) 
200 
150 
100 
50 
0 
0 50 100 150 200 250 
Colony number
28 
CLD run-through: Suspension culture 
Viable cell density (VCD) and viabilities achieved during a routine 
subculture of the top 36 producers 
Clone-27 Sort-5 DG44-2B 
4 
3 
2 
1 
0 
VCD (x1E6) 
100 
90 
80 
70 
60 
50 
Viability (%) 
Viability (%) 
VCD (x 106 cells/mL) 
Clone-27 Sort-5 DG44-2B 
Cell lines from DG44-2B host (original system): 
► Difficulty in adaptation to suspension 
► Lower VCD during routine subculture 
► Several top ten producers in batch screen not suitable for progression to 
fed-batch screen due to poor growth
29 
CLD run-through: Batch shake-flask screen 
* 
Suspension adapted cell lines 
► All recombinant cell 
lines from Clone-27 in 
the batch screen 
achieved titres above 
300 mg/L 
► One cell line from 
DG44-2B produced 
>300 mg/L; the 
majority produced 
<100 mg/L 
DG44-2B Sort-5 Clone-27 
600 
500 
400 
300 
200 
100 
0 
Titre (mg/L) 
600 
500 
400 
300 
200 
100 
0 
Titre (mg/L) 
600 
500 
400 
300 
200 
100 
0 
Titre (mg/L) 
* * * * * 
* cell growth was not 
acceptable for progression
CLD run-through: Growth profiles from the 
fed-batch shake-flask screen 
30 
Clone-27 Sort-5 DG44-2B 
25 
20 
15 
10 
5 
25 
20 
15 
10 
5 
25 
20 
15 
10 
5 
► Non-optimised process for Clone-27 and Sort-5 
► A greater number of cell lines from Clone-27 host grew to >10 x 106 cells/mL; 
all cell lines were harvested on day 14 
► Only one cell line from Sort-5 host achieved high VCD; several cell lines were 
harvested before day 14 
► Cell lines from DG44-2B generally had poor growth profile and some were 
harvested as early as day 5 
Note: different 
medium/feed system 
required for DG44-2B 
0 
0 2 4 6 8 10 12 14 
VCD (x 106 cells/mL) 
Culture time (days) 
0 
0 2 4 6 8 10 12 14 
Culture time (days) 
0 
0 2 4 6 8 10 12 14 
Culture time (days)
►Lactate: 
• Clone-27 and Sort-5 typically back-metabolise lactate 
• Cell lines from DG44-2B generally reached higher 
lactate concentrations throughout culture 
►Ammonium: 
• Harvest ammonium concentration for all cell lines from 
Clone-27 and Sort-5 were below 15 mM 
• Cell lines from DG44-2B generally had higher 
ammonium concentration throughout the culture and at 
harvest 
31 
CLD run-through: Further observations 
from the fed-batch shake-flask screen
32 
CLD run-through: Product concentration 
achieved from the fed-batch shake-flask screen 
► A higher proportion of 
cell lines from Clone-27 
had product titres ~2 g/L 
and above 
► Most cell lines from 
Sort-5 produced 
between 1 and 1.5 g/L 
► Productivity of cell lines 
from DG44-2B were 
considerably lower at 
<1 g/L 
Cell lines 
DG44-2B Sort-5 Clone-27 
3.0 
2.5 
2.0 
1.5 
1.0 
0.5 
0.0 
Titre (g/L) 
3.0 
2.5 
2.0 
1.5 
1.0 
0.5 
0.0 
Titre (g/L) 
3.0 
2.5 
2.0 
1.5 
1.0 
0.5 
0.0 
Titre (g/L)
33 
CLD Run-through: Specific productivity 
from the fed-batch shake-flask screen 
DG44-2B Sort-5 Clone-27 
► Despite lower titres, cell 
lines from Sort-5 had 
higher specific 
productivity (QP) - due to 
lower growth and IVC 
► With the exception of 
one cell line, all cell lines 
from DG44-2B had QP 
less than 12 pg/cell·day 
50 
40 
30 
20 
10 
0 
Qp (pg/cell.day) 
50 
40 
30 
20 
10 
0 
Qp (pg/cell.day) 
50 
40 
30 
20 
10 
0 
Qp (pg/cell.day)
No substantial difference in product characteristics 
between cell lines from different hosts 
34 
Size exclusion 
chromatography 
Capillary 
electrophoresis-SDS 
(reduced) 
•The majority of the 
product from all 
recombinant cell lines in 
Exemplar Overlay 
monomeric form (≥98%) Exemplar 
graph 
Cation-exchange N-linked glycans 
chromatography 
electropherogram 
•Major peaks identified as 
LC and HC 
•Very low percentage of 
non-glycosylated (~0.5%) 
and other variants. 
•Low percentage of acidic 
and basic variants 
•Lower percentage of main 
peak and additional basic 
peaks for DG44-2B* cell 
lines 
* Different medium/feed system 
Basic peaks overlays 
Cell lines from new hosts 
Cell lines from DG44-2B 
• Predominant glycan 
species did not change 
between host cell lines 
• Man5 varied from 2 to 
15% between cell lines 
•Some minor differences with DG44-2B but 
this had different medium / feed system 
Clone-27 derived cell line 
• Adapting all cell lines to this system 
removed the minor differences 
•No considerable aggregation detected 
CONFIDENTIAL
35 
Comparison of top producers in the ambr15TM 
screen 
point size: Qp 
0 500 1000 1500 2000 2500 3000 3500 4000 4500 5000 
IVC (x 106 cells.h/mL) 
Clone-27 Sort-5 
3.5 
3.0 
2.5 
2.0 
1.5 
1.0 
0.5 
0.0 
Harvest Titre (g/L) 
► The highest titre was achieved by a Clone-27 derived cell line 
• 3 g/L 
► Cell lines from Sort-5 generally had higher Qp but lower IVC
3.0 
2.5 
2.0 
1 .5 
1 .0 
Product Concentration (g/L) 
ambr15TM 
Boxplot of IVC data from Dolly and Phoenix in fed shake-flasks and Ambr 
36 
Decision on lead host cell line 
Box plot summary of key data for cell lines derived from Clone-27 and Sort-5 
Fed-batch shake-flask ambr15TM 
Clone-27 
Sort-5 Sort-5 
Dolly FOG IVC Phoenix FOG IVC Dolly Ambr IVC Phoenix Ambr IVC 
200 
1 50 
1 00 
50 
0 
IVC (x1 E6 cells.day/mL) 
Boxplot of Qp data from Dolly and Phoenix in fed shake-flasks and Ambr 
Qp (pcd) 
Dolly FOG Qp Phoenix FOG Qp Dolly Ambr Qp Phoenix Ambr Qp 
45 
40 
35 
30 
25 
20 
1 5 
1 0 
Qp (pcd) 
Clone-27 
► Clone-27 selected as lead host cell line: 
► Clone-27 cell lines achieved the 
highest titres and IVCs in both 
shake-flask and ambr15TM screens 
► Difference in QP reduced between 
Sort-5 and Clone-27 cell lines in 
ambr15TM 
Fed-batch shake flask 
Fed-batch shake flask ambr15TM 
IVC (x 106 cells.d/mL) 
Clone-27 Sort-5 Clone-27 Sort-5 
Clone-27 Sort-5 Clone-27 Sort-5
37 
New 
hosts/vector 
system 
Original 
host/vector 
system 
Higher Titres 
Better growth 
Suitable PQ 
More undesirable 
waste metabolites 
Poor growth & 
productivity 
CLD run-through: Summary 
The new host/vector 
system performed better 
than the original system 
at every screening stage 
Vector 
+ 
Host 
Suitable PQ 
CLD run-through
Summary 
► Four directed evolution approaches used to develop new host cell lines 
• FACS; cloning; chemostat; subculture regime 
► Multiple host cell lines with improved characteristics identified 
• Growth rate and expression capability 
• Need to look at multiple characteristics when assessing potential new host 
cell lines demonstrated 
► Top two potential host cell lines assessed in full CLD process 
• Performance of both superior to original system, which had been included 
as a comparator 
► A final new host cell line was selected 
• Product concentrations up to 3 g/L observed in ambr15™ using a non-optimised 
process 
• Improved growth characteristics 
• Acceptable product characteristics 
38
Summary - continued 
►Aim: To develop a mammalian expression 
platform which rapidly leads to efficient, robust 
and high quality biomanufacturing processes 
►New host cell line 
►New vector 
►Optimised cell line development process 
►Complementary medium and feed platform – 
under development 
39 
 
 

Acknowledgements 
►Adeline Bayard 
►Naz Dadehbeigi 
► Clare Lovelady 
► Leon Pybus 
► Fay Saunders 
► Alison Young 
► All members of the Mammalian Cell Culture R&D team – 
UK and USA 
►Analytical Development, FDB 
40
41

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Reducing Cell Line Development Timelines Through Directed Evolution

  • 1. Cell line development: Reducing timelines and increasing titres by identification of host cell lines with improved characteristics Dr Alison Porter, Fujifilm Diosynth Biotechnologies, UK Cell Line Development and Engineering, 09 September 2014, Berkeley CA 1
  • 2. FUJIFILM Diosynth Biotechnologies  EU and USA operations  Track record  ~950 staff  Over 1000 cGMP batches manufactured  5 Commercial Products  FDA & MHRA Inspection history  Extensive LSS application RTP (NC, USA) Contract Manufacturing & Process Development Billingham (UK)
  • 3. Scope ►Aims and Objectives ►Host cell line development (CLD) • Directed evolution approaches • Results ►CLD run-through • Experimental design • Results ►Summary 3
  • 4. Aims and Objectives ►To develop a mammalian expression platform which rapidly leads to efficient, robust and high quality biomanufacturing processes ►New host cell line ►New vector ►Optimised cell line development process ►Complementary medium and feed platform 4
  • 5. 5 Host cell line development
  • 6. Desirable features/attributes for a host cell line Adapted to chemically defined (CD) media Adapted to CD media Short doubling time 1 to 5 g/L titre for a model mAb Suitable product quality Rapid adaptation to production media CHO-based 6
  • 7. How do we improve host cell functional capability? CELL LINE ENGINEERING? DIRECTED EVOLUTION? • Despite decades of research and a variety of different strategies to engineer CHO cells, outcomes remained mixed • May be a need to engineer multiple targets • May require a systems-based analysis for a tailor-made response • Utilise functional heterogeneity within CHO cell populations to identify better host cell lines • We already utilise this approach • Identify high producing recombinant clones during CLD • Adaptation to serum-free chemically defined media • Potential ability to manipulate multiple phenotypic outputs 7
  • 8. Approaches taken to obtain a host cell line with improved features/attributes Isolate a cell line with more desirable attributes from a heterogeneous cell population Adaptation to chemically defined conditions Chemostat Subculture regime FACS Cloning Multiple rounds of sorting for cells with extended viability during batch shake flask screening Allows for evolution of rare mutants with desirable growth properties within a large population Continuous subculture (different regimes) and ability to grow in low [Gln] for lower [Amm] production 8
  • 9. Derivation of multiple DG44 variants able to grow in chemically defined (CD) culture medium Static culture 100% MEM-α (+10% FBS) Suspension 100% MEM-α (+10% FBS) 50% CD-DG44 50% MEM-α (+10% FBS) 75% CD-DG44 25% MEM-α (+10% FBS) 90% CD-DG44 10% MEM-α (+10% FBS) C1 100% CD-DG44 Suspension 75% OPTI-CHO 25% MEM-α (+10% FBS) 80% OPTI-CHO 20% MEM-α (+10% FBS) 90% OPTI-CHO 10% MEM-α (+10% FBS) C2 100% CD-DG44 C3 100% CD-DG44 75% CD-DG44 25% OPTI-CHO 50% CD-DG44 50% OPTI-CHO 9
  • 10. The long and winding road to CD media adaptation: The C2 story 1:100 anti-clump 1:700 anti-clump No anti-clump 0.2 x 106 seeding 0.3 x 106 seeding 0.2 x 106 seeding 3/4-day sub 3-day sub 85% OptiCHO Clumping issues Static 110 rpm 120 rpm 140 rpm 1.00 0.75 0.50 0.25 0.00 0 50 100 150 200 Growth rate (day-1) Days in culture 100% MEMα +10%FBS 75% OptiCHO 80% OptiCHO 90% OptiCHO 100% CD DG44 Desirable growth rate for a recombinant cell line assuming: • Seed = 0.2 x 106/mL • VCD obtained = 2.0 x 10 106/mL • Culture duration = 4 days • Allows a 1:10 split ratio during seed train
  • 11. Batch shake-flask screening of CD variants 15 10 5 30 20 10 ► Assess growth and metabolite profiles during an 8-day batch shake-flask screen (at which point viability < 50%) • Indication of a cell line’s potential ability to grow during extended culture • Ideally have a limited accumulation of waste metabolites (e.g. ammonium and lactate) 11 0 C1 C2 C3 2B-1 2B-2 IVC (x 106 cell∙day/mL) 0 C1 C2 C3 2B-12B-2 Metabolite Concentration (mM) Amm Lac
  • 12. Higher transfection efficiency and transient titre obtained with cell line C2 80 60 40 20 0 C1 C2 C3 2B-1 2B-2 Transfection efficiency (%) 4 3 2 1 ► Assess transfectability (using GFP) and overall expression/secretion capacity (using a model mAb) • Comparison of percentage GFP positive cells 24 hours after transfection • Comparison of secreted mAb concentration 5 days post-transfection ► Higher transfection efficiency and transient titre obtained with cell line C2 C2 progressed to directed evolution stages due to superior performance during evaluation 12 0 C1 C2 C3 2B-1 2B-2 Transient mAb expression (mg/L) DG44-2B in ACF
  • 13. Comparison of host cell lines obtained by directed evolution Growth rate Adapted to CD media during subculture IVC obtained in batch shake-flask screen Colony survival in semi-solid medium Waste metabolite (Amm and Lac) production in batch shake-flask screen Transient expression of mAb 1 and mAb 2 13
  • 14. 0 5 10 15 20 25 30 DG44-2B C2 Sort-1 Sort-2 Sort-3 Sort-4 Sort-5 Sort-6 Clone-7 Clone-11 Clone-26 Clone-27 Clone-36 Clone-46 Clone-56 Clone-59 Stat-1 Stat-2 Stat-3 Stat-4 Stat-5 Stat-6 8 mM 6 mM 4 mM 2 mM 1 mM Doubling time (h) Doubling time during subculture 14 ► Improved doubling time with C2 compared to DG44-2B: ~27hrs to ~21hrs ► Directed evolution approaches had little effect on doubling time
  • 15. 0 2 4 6 8 10 12 14 DG44-2B C2 Sort-1 Sort-2 Sort-3 Sort-4 Sort-5 Sort-6 Clone-7 Clone-11 Clone-26 Clone-27 Clone-36 Clone-46 Clone-56 Clone-59 Stat-1 Stat-2 Stat-3 Stat-4 Stat-5 Stat-6 8 mM 6 mM 4 mM 2 mM 1 mM Batch shake-flask screen harvest IVC (x 106 cell∙day/mL) IVC obtained during batch shake-flask screening 15 ► Potential to increase IVC from directed evolution approaches ► Higher IVC for DG44-2B may be media dependent (presence of hydrolysate)
  • 16. 0 1 2 3 DG44-2B C2 Sort-1 Sort-2 Sort-3 Sort-4 Sort-5 Sort-6 Clone-7 Clone-11 Clone-26 Clone-27 Clone-36 Clone-46 Clone-56 Clone-59 Stat-1 Stat-2 Stat-3 Stat-4 Stat-5 Stat-6 8 mM 6 mM 4 mM 2 mM 1 mM mAb 2 transient expression (mg/L) mAb 1 transient expression (mg/L) 0 2 4 6 8 10 12 DG44-2B C2 Sort-1 Sort-2 Sort-3 Sort-4 Sort-5 Sort-6 Clone-7 Clone-11 Clone-26 Clone-27 Clone-36 Clone-46 Clone-56 Clone-59 Stat-1 Stat-2 Stat-3 Stat-4 Stat-5 Stat-6 8 mM 6 mM 4 mM 2 mM 1 mM Transient expression 16 ► Improved titre obtained from C2 compared to DG44-2B ► Directed evolution had variable effect: up to 3-fold increase compared to DG44-2B
  • 17. % Colony survival in semi-solid media 0 20 40 60 80 100 120 DG44-2B C2 Sort-4 Sort-5 Sort-6 Clone-7 Clone-11 Clone-26 Clone-27 Clone-36 Clone-46 Clone-56 Clone-59 Stat-1 Stat-2 Stat-3 Stat-4 Stat-5 Stat-6 8 mM 6 mM 4 mM 2 mM 1 mM Growth in semi-solid media 17 ► Improved colony survival obtained from C2 compared to DG44-2B ► Directed evolution approaches have a variable effect on colony survival
  • 18. 0 2 4 6 8 10 12 14 16 18 Clone 11 Sort 5 Sort 4 1 mM Clone 27 2 mM Stat 6 Clone 56 Sort 6 6 mM Clone 26 Stat 2 Stat 5 Stat 1 Clone 59 DG44-2B 4 mM Clone 7 8 mM C2 Stat 4 Stat 3 Clone 46 Clone 36 Average Ranking Average ranking used to select host cell lines to progress Top 5 cell lines progressed 18
  • 19. Simultaneous comparison of host cell lines: Summary ► For each screen, cell lines were ranked according to their performance • The average ranking from all experiments gave an overall score for each host cell line ► Top ranked host cell line isolated from cloning of parental C2 host • Clone 11 ► Not all cell lines identified performed better than parental C2 host • 2 cell lines from the chemostat and cloning approaches ranked lower ► Performance of cell lines varied between the screens: • The chemostat derived cell lines ranked towards the top when measuring growth properties in shake-flasks • In contrast, these cell lines performed poorly when assessing growth in semi-solid medium, with only low numbers of colonies being produced • Demonstrates importance of assessing multiple characteristics ► Top 5 host cell lines, Clone-11, Sort-5, Sort-4, 1mM and Clone-27, were chosen to evaluate further in a ‘mini-pool’ assessment (representative of early stage stable cell line generation) 19
  • 20. Mini-pool evaluation of candidate host cell lines 1. Transfection mAb 1 mAb 2 mAb 3 2. Removal of HT 3. Addition of selective pressure and plating into 96-well plates at 5000 cells/well 5. Progression to 24- well plates 4. Screening of confluent colonies by OctetTM 6. Screening by OctetTM 7. Confirmation of the top host cell line(s) for progression 20 Experiment biased towards mAb 1 as mAb 2 and mAb 3 have previously proven to be “difficult-to-express”
  • 21. 24-well plate screen titre 30 25 20 15 10 5 0 mAb 1 mAb 2 mAb 3 mAb 1 mAb 2 mAb 3 mAb 1 mAb 2 mAb 3 mAb 1 mAb 2 mAb 3 mAb 1 mAb 2 mAb 3 mAb 1 mAb 2 mAb 3 mAb 1 mAb 2 mAb 3 DG44-2B Clone 11 Clone 27 Sort 4 Sort 5 1 mM (in 1mM GLN) 1 mM (in 8mM GLN) 24wp titre (mg/L) ► Rank results from mini-pool evaluation combined with previous ranking results to select the top 2 host cell lines ► Decision made to ensure cell lines from different directed evolution routes progressed to mitigate risk: • Sort-5 and Clone-27 • DG44-2B included as a control 21
  • 22. Cell Line Development Run-Through 22
  • 23. Process map of the CLD run-though 23 Transfection & Selection 96-well plate screen Fed-batch shake-flask screen ClonePix™ screen 24-well plate screen Batch shake-flask screen Stability study ambr15™ & Bioreactor evaluation Titre assessment used a generic antibody standard curve and Octet™ assay Titre assessment used Octet™ or ProA HPLC & a specific antibody standard curve • Clone 27 and Sort 5 assessed in CLD run-through • New FDB expression vector used with the new host cell lines • Original host/vector system included as a comparator up to the RCB stage • Original system also uses different medium/feed system Model mAb 1 Host cell line Research cell bank
  • 24. 24 CLD run-through: Transfection to recovery Pools from Clone-27 host Transfection recovery Pools from Sort-5 host Pools from DG44-2B host recovery recovery Host cell line Day 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 Pools from the original host cell line (DG44-2B) had the longest recovery period -HT + Selection reagent
  • 25. CLD run-through: ClonePix™2 screening 25 FITC1000 Exterior Mean Intensity Apollo Alternative Host Cell Line DG44-2B 40000 30000 20000 1 0000 0 FITC1 000 Exterior Mean Intensity Clone-27 Sort-5 D G44-2B Exemplar colony image ► The fluorescence intensity and colony size were lower for the original host/vector system (DG44-2B)
  • 26. CLD run-through: 96-well plate screen 26 ► The highest titres achieved were from colonies originating from the Clone-27 host ► A greater number of colonies from the original system had expression below the detection level; the max titre was considerably lower >150 top colonies progressed DG44-2B Sort-5 Clone-27 250 200 150 100 50 0 0 100 200 300 400 500 600 700 800 Titre (mg/L) 250 200 150 100 50 0 0 100 200 300 400 500 600 700 800 Titre (mg/L) 250 200 150 100 50 0 0 100 200 300 400 500 600 700 800 Titre (mg/L) Colony Number
  • 27. CLD run-through: 24-well plate screen 200 150 100 50 200 150 100 50 0 0 50 100 150 200 250 Titre (mg/L) 27 Titre (mg/L) >30 top colonies progressed ► The highest titres achieved were from colonies originating from the Clone-27 host ► Colonies from the original host/vector system had much lower titres DG44-2B Sort-5 Clone-27 0 0 50 100 150 200 250 Titre (mg/L) 200 150 100 50 0 0 50 100 150 200 250 Colony number
  • 28. 28 CLD run-through: Suspension culture Viable cell density (VCD) and viabilities achieved during a routine subculture of the top 36 producers Clone-27 Sort-5 DG44-2B 4 3 2 1 0 VCD (x1E6) 100 90 80 70 60 50 Viability (%) Viability (%) VCD (x 106 cells/mL) Clone-27 Sort-5 DG44-2B Cell lines from DG44-2B host (original system): ► Difficulty in adaptation to suspension ► Lower VCD during routine subculture ► Several top ten producers in batch screen not suitable for progression to fed-batch screen due to poor growth
  • 29. 29 CLD run-through: Batch shake-flask screen * Suspension adapted cell lines ► All recombinant cell lines from Clone-27 in the batch screen achieved titres above 300 mg/L ► One cell line from DG44-2B produced >300 mg/L; the majority produced <100 mg/L DG44-2B Sort-5 Clone-27 600 500 400 300 200 100 0 Titre (mg/L) 600 500 400 300 200 100 0 Titre (mg/L) 600 500 400 300 200 100 0 Titre (mg/L) * * * * * * cell growth was not acceptable for progression
  • 30. CLD run-through: Growth profiles from the fed-batch shake-flask screen 30 Clone-27 Sort-5 DG44-2B 25 20 15 10 5 25 20 15 10 5 25 20 15 10 5 ► Non-optimised process for Clone-27 and Sort-5 ► A greater number of cell lines from Clone-27 host grew to >10 x 106 cells/mL; all cell lines were harvested on day 14 ► Only one cell line from Sort-5 host achieved high VCD; several cell lines were harvested before day 14 ► Cell lines from DG44-2B generally had poor growth profile and some were harvested as early as day 5 Note: different medium/feed system required for DG44-2B 0 0 2 4 6 8 10 12 14 VCD (x 106 cells/mL) Culture time (days) 0 0 2 4 6 8 10 12 14 Culture time (days) 0 0 2 4 6 8 10 12 14 Culture time (days)
  • 31. ►Lactate: • Clone-27 and Sort-5 typically back-metabolise lactate • Cell lines from DG44-2B generally reached higher lactate concentrations throughout culture ►Ammonium: • Harvest ammonium concentration for all cell lines from Clone-27 and Sort-5 were below 15 mM • Cell lines from DG44-2B generally had higher ammonium concentration throughout the culture and at harvest 31 CLD run-through: Further observations from the fed-batch shake-flask screen
  • 32. 32 CLD run-through: Product concentration achieved from the fed-batch shake-flask screen ► A higher proportion of cell lines from Clone-27 had product titres ~2 g/L and above ► Most cell lines from Sort-5 produced between 1 and 1.5 g/L ► Productivity of cell lines from DG44-2B were considerably lower at <1 g/L Cell lines DG44-2B Sort-5 Clone-27 3.0 2.5 2.0 1.5 1.0 0.5 0.0 Titre (g/L) 3.0 2.5 2.0 1.5 1.0 0.5 0.0 Titre (g/L) 3.0 2.5 2.0 1.5 1.0 0.5 0.0 Titre (g/L)
  • 33. 33 CLD Run-through: Specific productivity from the fed-batch shake-flask screen DG44-2B Sort-5 Clone-27 ► Despite lower titres, cell lines from Sort-5 had higher specific productivity (QP) - due to lower growth and IVC ► With the exception of one cell line, all cell lines from DG44-2B had QP less than 12 pg/cell·day 50 40 30 20 10 0 Qp (pg/cell.day) 50 40 30 20 10 0 Qp (pg/cell.day) 50 40 30 20 10 0 Qp (pg/cell.day)
  • 34. No substantial difference in product characteristics between cell lines from different hosts 34 Size exclusion chromatography Capillary electrophoresis-SDS (reduced) •The majority of the product from all recombinant cell lines in Exemplar Overlay monomeric form (≥98%) Exemplar graph Cation-exchange N-linked glycans chromatography electropherogram •Major peaks identified as LC and HC •Very low percentage of non-glycosylated (~0.5%) and other variants. •Low percentage of acidic and basic variants •Lower percentage of main peak and additional basic peaks for DG44-2B* cell lines * Different medium/feed system Basic peaks overlays Cell lines from new hosts Cell lines from DG44-2B • Predominant glycan species did not change between host cell lines • Man5 varied from 2 to 15% between cell lines •Some minor differences with DG44-2B but this had different medium / feed system Clone-27 derived cell line • Adapting all cell lines to this system removed the minor differences •No considerable aggregation detected CONFIDENTIAL
  • 35. 35 Comparison of top producers in the ambr15TM screen point size: Qp 0 500 1000 1500 2000 2500 3000 3500 4000 4500 5000 IVC (x 106 cells.h/mL) Clone-27 Sort-5 3.5 3.0 2.5 2.0 1.5 1.0 0.5 0.0 Harvest Titre (g/L) ► The highest titre was achieved by a Clone-27 derived cell line • 3 g/L ► Cell lines from Sort-5 generally had higher Qp but lower IVC
  • 36. 3.0 2.5 2.0 1 .5 1 .0 Product Concentration (g/L) ambr15TM Boxplot of IVC data from Dolly and Phoenix in fed shake-flasks and Ambr 36 Decision on lead host cell line Box plot summary of key data for cell lines derived from Clone-27 and Sort-5 Fed-batch shake-flask ambr15TM Clone-27 Sort-5 Sort-5 Dolly FOG IVC Phoenix FOG IVC Dolly Ambr IVC Phoenix Ambr IVC 200 1 50 1 00 50 0 IVC (x1 E6 cells.day/mL) Boxplot of Qp data from Dolly and Phoenix in fed shake-flasks and Ambr Qp (pcd) Dolly FOG Qp Phoenix FOG Qp Dolly Ambr Qp Phoenix Ambr Qp 45 40 35 30 25 20 1 5 1 0 Qp (pcd) Clone-27 ► Clone-27 selected as lead host cell line: ► Clone-27 cell lines achieved the highest titres and IVCs in both shake-flask and ambr15TM screens ► Difference in QP reduced between Sort-5 and Clone-27 cell lines in ambr15TM Fed-batch shake flask Fed-batch shake flask ambr15TM IVC (x 106 cells.d/mL) Clone-27 Sort-5 Clone-27 Sort-5 Clone-27 Sort-5 Clone-27 Sort-5
  • 37. 37 New hosts/vector system Original host/vector system Higher Titres Better growth Suitable PQ More undesirable waste metabolites Poor growth & productivity CLD run-through: Summary The new host/vector system performed better than the original system at every screening stage Vector + Host Suitable PQ CLD run-through
  • 38. Summary ► Four directed evolution approaches used to develop new host cell lines • FACS; cloning; chemostat; subculture regime ► Multiple host cell lines with improved characteristics identified • Growth rate and expression capability • Need to look at multiple characteristics when assessing potential new host cell lines demonstrated ► Top two potential host cell lines assessed in full CLD process • Performance of both superior to original system, which had been included as a comparator ► A final new host cell line was selected • Product concentrations up to 3 g/L observed in ambr15™ using a non-optimised process • Improved growth characteristics • Acceptable product characteristics 38
  • 39. Summary - continued ►Aim: To develop a mammalian expression platform which rapidly leads to efficient, robust and high quality biomanufacturing processes ►New host cell line ►New vector ►Optimised cell line development process ►Complementary medium and feed platform – under development 39   
  • 40. Acknowledgements ►Adeline Bayard ►Naz Dadehbeigi ► Clare Lovelady ► Leon Pybus ► Fay Saunders ► Alison Young ► All members of the Mammalian Cell Culture R&D team – UK and USA ►Analytical Development, FDB 40
  • 41. 41