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Table 2 Effect estimates for three formulation parameters and their interactions on particle formation and PS20 degradation. The formulation parameters—[mAb], initial [PS20], and pH—were tested in a DP stability study at 5 °C with a full-factorial design. Particle formation was evaluated as duration with no VPs (by the Ph. Eur./USP method) and duration with low SVPs (< 350 counts for ≥ 2 µm particles/mL by HIAC liquid particle counter). PS20 degradation was quantified by measuring [PS20] in % w/v by HPLC-ELSD (Fig. 6) and [LA] in µg/mL by LC–MS (Fig. 8) over DP storage. The rate of PS20 change (d[PS20]/dt; Fig. 7) and rate of LA change (d[LA]/dt; Fig. 9) were calculated using the derivatives from fitting to a longitudinal model

From: Formulation mitigations for particle formation induced by enzymatic hydrolysis of polysorbate 20 in protein-based drug products: insights from a full-factorial longitudinal study

Formulation parameters

Effect estimates (midpoint to high end of range)

Duration (weeks)

Rate (week−1)

Parameter(s) (units)

Term

Coded range

No VPs

Low SVPs

d[PS20]/dt(× 10−4)

d[LA]/dt

Main effects

mAb concentration (mg/mL)

[mAb]

10–40

 − 5.95*

 − 6.78*

 − 2.39*

0.41*

Initial PS20 concentration (% w/v)

Initial [PS20]

0.02–0.06

3.88*

4.19*

 − 1.64*

0.26*

pH

pH

5.0–6.0

0.50

0.38

 − 0.31*

0.10*

Interactions

mAb concentration (mg/mL) and initial PS20 concentration (% w/v)

[mAb] × initial [PS20]

10–40;

0.02–0.06

 − 1.88*

 − 2.44*

 − 1.35*

0.16*

mAb concentration (mg/mL) and pH

[mAb] × pH

10–40; 5.0–6.0

 − 0.50

0.13

0.12

0.02

Initial PS20 concentration (% w/v) and pH

Initial [PS20] × pH

0.02–0.06; 5.0–6.0

0.25

0.19

 − 0.24*

0.04

mAb concentration (mg/mL), initial PS20 concentration (% w/v), and pH

[mAb] × initial [PS20] × pH

10–40; 0.02–0.06; 5.0–6.0

0.15

0.41

 − 0.18

0.03

  1. *p-value < 0.05