Development of cell culture supernatant analysis using LC-MS/MS and their application for Chinese hamster ovary cell
Posters | 2020 | ShimadzuInstrumentation
The optimization of biopharmaceutical production processes relies on detailed monitoring of culture media composition. Traditional sensors measure bulk parameters such as pH, dissolved gases, glucose, glutamine and lactate. However, comprehensive profiling that includes amino acids, vitamins and secreted metabolites is essential to understand cell physiology and improve yield and quality of therapeutic proteins.
This study aimed to establish a rapid, high-throughput LC-MS/MS method capable of quantifying over 125 medium components and secreted metabolites in Chinese hamster ovary (CHO) cell culture supernatants. Key goals included demonstrating method linearity, reproducibility across different media formulations, and kinetic profiling of nutrient consumption and metabolite secretion during the culture process.
CHO cell culture supernatant was sampled every 24 hours, cell debris removed by centrifugation and proteins precipitated with acetonitrile. Samples were diluted tenfold with ultrapure water and injected into the LC-MS/MS system.
Linearity was confirmed for major medium constituents over a wide concentration range, and trace components were detectable at low levels. Analysis of three commercial CHO media showed excellent peak shapes and reproducibility, with average area coefficient of variation (CV) below 3.5% and maximum CV under 10%. Time-course profiling revealed:
This comprehensive profiling method provides:
Advances in multiplexed LC-MS/MS profiling will enable real-time monitoring and feedback control in bioreactors. Integration with multivariate data analysis and machine learning could predict culture performance and guide adaptive process adjustments. Expansion of analyte panels to include lipids and post-translational modifiers will further enrich process understanding.
The developed LC-MS/MS method offers rapid, reproducible quantification of 125 culture components in under 20 minutes. It enables detailed kinetic studies of CHO cell metabolism, supporting improved medium development, process control and product quality in biopharmaceutical manufacturing.
Toyoda K, Kuroda H, Suzuki T, Ezure T. Development of cell culture supernatant analysis using LC-MS/MS and their application for Chinese hamster ovary cell. Shimadzu Corporation, Kyoto, Japan.
LC/MS, LC/MS/MS, LC/QQQ
IndustriesPharma & Biopharma
ManufacturerShimadzu
Summary
Significance of the topic
The optimization of biopharmaceutical production processes relies on detailed monitoring of culture media composition. Traditional sensors measure bulk parameters such as pH, dissolved gases, glucose, glutamine and lactate. However, comprehensive profiling that includes amino acids, vitamins and secreted metabolites is essential to understand cell physiology and improve yield and quality of therapeutic proteins.
Objectives and study overview
This study aimed to establish a rapid, high-throughput LC-MS/MS method capable of quantifying over 125 medium components and secreted metabolites in Chinese hamster ovary (CHO) cell culture supernatants. Key goals included demonstrating method linearity, reproducibility across different media formulations, and kinetic profiling of nutrient consumption and metabolite secretion during the culture process.
Methodology and instrumentation
CHO cell culture supernatant was sampled every 24 hours, cell debris removed by centrifugation and proteins precipitated with acetonitrile. Samples were diluted tenfold with ultrapure water and injected into the LC-MS/MS system.
- Instrument: Nexera X3 UHPLC coupled to LCMS-8060 triple quadrupole mass spectrometer (Shimadzu Corporation).
- Gradient runtime: 17 minutes per analysis.
- Analytes: 125 compounds including 47 amino acids and metabolites, 28 nucleic acid derivatives, 3 sugars and over 40 vitamins, organic acids and other small molecules.
Main results and discussion
Linearity was confirmed for major medium constituents over a wide concentration range, and trace components were detectable at low levels. Analysis of three commercial CHO media showed excellent peak shapes and reproducibility, with average area coefficient of variation (CV) below 3.5% and maximum CV under 10%. Time-course profiling revealed:
- Depletion of key sugars and amino acids (e.g., glucose, glutamate) during exponential growth.
- Accumulation of metabolites such as lactate.
- Certain vitamins and amino acids remained constant, indicating limited involvement in growth phases.
Benefits and practical applications
This comprehensive profiling method provides:
- In-depth insight into nutrient utilization and metabolic shifts in CHO cultures.
- Data that support rational medium design and feeding strategies to enhance productivity.
- A platform for quality control of culture consistency and early detection of metabolic bottlenecks.
Future trends and potential applications
Advances in multiplexed LC-MS/MS profiling will enable real-time monitoring and feedback control in bioreactors. Integration with multivariate data analysis and machine learning could predict culture performance and guide adaptive process adjustments. Expansion of analyte panels to include lipids and post-translational modifiers will further enrich process understanding.
Conclusion
The developed LC-MS/MS method offers rapid, reproducible quantification of 125 culture components in under 20 minutes. It enables detailed kinetic studies of CHO cell metabolism, supporting improved medium development, process control and product quality in biopharmaceutical manufacturing.
References
Toyoda K, Kuroda H, Suzuki T, Ezure T. Development of cell culture supernatant analysis using LC-MS/MS and their application for Chinese hamster ovary cell. Shimadzu Corporation, Kyoto, Japan.
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