RT Journal Article
SR Electronic
T1 A Holistic Approach for Filling Volume Variability Evaluation and Control with Statistical Tool
JF PDA Journal of Pharmaceutical Science and Technology
JO PDA J Pharm Sci Technol
FD Parenteral Drug Association (PDA)
SP 157
OP 169
DO 10.5731/pdajpst.2023.012867
VO 79
IS 2
A1 Hei, Mingyang
A1 She, Qingqing
A1 Chen, Quanmin
A1 Jin, Zhaowei
A1 Sun, Chunmeng
A1 Tu, Jiasheng
A1 Guo, Jeremy
YR 2025
UL http://journal.pda.org/content/79/2/157.abstract
AB Vial and syringe filling by peristaltic pump has been widely implemented by contract manufacturing organizations and biopharmaceutical companies. Filling volume is commonly considered a critical quality attribute related to the aseptic filling process, and the variation needs to be well controlled to guarantee the safety, efficacy, and consistency of drug products. However, the criteria for justifying the filling variation and underlying mechanisms that affect the variability are not fully revealed quantitatively in the literatures. This study selected filling accuracy, filling process capability, and filling precision as three criteria for evaluating the filling process performance with four statistical indexes: Relative Error Mean, Critical Control Limit (Cpk ≥ 1.33), Relative Standard Deviation, and Relative Moving Range Mean. The impact of liquid properties, pump tubing sizes, and pump settings on these indexes was investigated using a bench-top system with a peristatic pump and a high-precision balance. The results showed that the viscosity, target filling volume, pump tubing size, pump speed, acceleration/deceleration rate, and suck-back had a statistically significant influence on the filling volume variability. Definitive Screening Design was further applied to clarify and visualize the priorities and interaction impact of these factors on filling volume variability. A stepwise approach for filling volume variability optimization and control based on predictive models was established and verified for drug product solution with viscosity between 1–23 cp and target filling volume between 0.2–2.0 mL.