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Updated: Jul 22, 2025

10:16
Automated and High-throughput Microbial Monoclonal Cultivation and Picking Using the Single-cell Microliter-droplet Culture Omics System
Published on: March 14, 2025
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From omics to Cellular mechanisms in mammalian cell factory development
Mojtaba Samoudi1, Helen O Masson2, Chih-Chung Kuo2
1Department of Pediatrics, University of California, San Diego, La Jolla, California, USA.
Summary
Mammalian cell factories can be engineered to improve biopharmaceutical production. Omics and systems biology approaches offer powerful strategies to overcome low protein yields and enhance cell factory efficiency.
Area of Science:
- Biotechnology
- Cell Biology
- Bioprocessing
Background:
- Mammalian cells are crucial for producing complex biotherapeutics with human-like modifications.
- Low protein yields limit the application of mammalian cell factories for certain products.
- Traditional cell engineering methods struggle with the complexity of cellular pathways and modifications.
Purpose of the Study:
- To discuss strategies for enhancing protein productivity in mammalian cell factories (CHO, HEK293).
- To explore the potential and limitations of genome-wide screening and multi-omics for guiding cell engineering.
- To highlight the role of systems biology in understanding cellular mechanisms for effective engineering.
Main Methods:
- Review of cell engineering strategies for biopharmaceutical production.
- Discussion of genome-wide screening and multi-omics approaches.
- Exploration of systems biology applications in cell factory optimization.
Main Results:
- Omics-based and systems approaches provide valuable insights into desirable cell factory phenotypes.
- These advanced methodologies can guide cell engineering for improved protein productivity.
- Understanding cellular mechanisms through systems biology aids in developing effective engineering strategies.
Conclusions:
- Integrating omics and systems biology is key to overcoming limitations in mammalian cell factory productivity.
- Genome-wide screening and multi-omics offer powerful tools for rational cell engineering.
- Systems biology refines our comprehension of cellular processes, enabling more effective biopharmaceutical production.
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