Tiếng Việt

Downstream Precipitate Characterization in Continuous Bioprocessing

Dynamic Particle Size Distribution through Orthogonal Approaches

Tổng quan chương trình

  • Precipitate formation and filter impact
  • EasyViewer and image analysis
  • Deep-learning microscopy
  • Integration of inline and offline measurements
  • Process control and application

David Sherr of AstraZeneca presents, Downstream Precipitate Characterization in Continuous Bioprocessing, describing how neutralization of a bispecific antibody product led to significant precipitate formation, with particle size and distribution affecting depth filter capacity and fouling mechanisms. The study emphasized the need to understand and control these parameters for successful scale-up.

EasyViewer and iC Vision software were used to monitor real-time changes in particle chord length distribution at different pH values, revealing that higher pH led to larger particles and improved filter capacity, while lower pH produced finer particles that clogged filters more rapidly. The team developed a deep learning model for microscopy images to segment and quantify particle size, surface area, and sphericity over time, confirming that particles grew larger and less spherical with extended mixing, consistent with EasyViewer observations.

Both EasyViewer and in-house microscopy provided complementary data, with EasyViewer offering inline, real-time monitoring suitable for process control, and microscopy enabling detailed characterization with smaller sample volumes. The combined approach increased confidence in process understanding and tech transfer. The findings informed operational decisions, such as mixing duration before filtration, and provided a framework for responding to regulatory and operational queries regarding precipitate behavior and filter performance in continuous bioprocessing.

About the Presenter

David Scherr, Ph.D.

David Scherr, Ph.D.

Senior Scientist, AstraZeneca

David is a Sr. Scientist at AstraZeneca focusing on downstream process development for the Integrated Dynamic Bioprocessing (IDB) platform. He joined AstraZeneca in 2023 and has been a part of CMC teams for GMP implementation of continuous antibody purification. David earned his BS in Biochemistry and Chemistry from the University of Miami in 2017 followed by a PhD in Biological Systems Engineering at Virginia Tech in 2021.

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