High-Throughput Lead Discovery with Agilent RapidFire/MS Systems: Analysis of Stearoyl-Coenzyme A Desaturase (SCD)
Applications | 2020 | Agilent TechnologiesInstrumentation
The desaturation of stearoyl-coenzyme A by stearoyl-CoA desaturase (SCD) represents a key metabolic step in fatty acid biosynthesis and is linked to several disease states. Traditional assay approaches rely on radiometric or labeling methods that are labor-intensive, costly, and often insensitive to the subtle single-bond modification catalyzed by SCD. A label-free, high-throughput mass spectrometry solution addresses these challenges by providing direct, sensitive detection of both substrate and product, enabling rapid screening of potential SCD inhibitors in drug discovery.
This application note demonstrates the use of the Agilent RapidFire High-throughput Mass Spectrometry System to convert an intractable SCD assay into a high-throughput format. The goals are to show assay linearity, reproducibility, and screening performance, and to illustrate how RapidFire/MS can accelerate hit discovery and lead optimization for challenging enzyme targets.
The assay monitors the enzymatic conversion of stearoyl-CoA (SCoA) to oleoyl-CoA (OCoA) by measuring a 2-Da mass shift. Sample preparation combines solid phase extraction (SPE) with direct mass spectrometry detection in a fully automated workflow. Key features include processing times of 6–10 seconds per sample and label-free native analyte measurement.
• Linearity: Product formation correlated linearly with reaction time and enzyme concentration, confirming assay robustness.
• Reproducibility: Screening 518 plates (384-well) yielded an average Z’ of 0.597 and a median of 0.60, demonstrating excellent assay quality at high throughput.
• Screening Output: From an initial library, 346 compounds were confirmed as active SCD inhibitors. Secondary IC₅₀ determinations showed clear potency differentiation during hit-to-lead expansion.
Advances in SPE materials and mass analyzer designs may further reduce cycle times and increase sensitivity. Integration with robotic liquid handlers and data management platforms will streamline assay setup and data analysis. Expansion to multiplexed assays or other challenging target classes (e.g., membrane enzymes or protein–protein interactions) promises broader application in high-throughput screening.
The Agilent RapidFire High-throughput Mass Spectrometry System transforms a traditionally low-throughput, labeling-dependent SCD assay into a robust, label-free, and highly reproducible high-throughput format. This approach accelerates drug discovery programs targeting difficult enzyme classes and delivers reliable data comparable to optical methods but with faster cycle times and lower cost.
Sample Preparation, LC/MS
IndustriesClinical Research
ManufacturerAgilent Technologies
Summary
Importance of the topic
The desaturation of stearoyl-coenzyme A by stearoyl-CoA desaturase (SCD) represents a key metabolic step in fatty acid biosynthesis and is linked to several disease states. Traditional assay approaches rely on radiometric or labeling methods that are labor-intensive, costly, and often insensitive to the subtle single-bond modification catalyzed by SCD. A label-free, high-throughput mass spectrometry solution addresses these challenges by providing direct, sensitive detection of both substrate and product, enabling rapid screening of potential SCD inhibitors in drug discovery.
Objectives and Study Overview
This application note demonstrates the use of the Agilent RapidFire High-throughput Mass Spectrometry System to convert an intractable SCD assay into a high-throughput format. The goals are to show assay linearity, reproducibility, and screening performance, and to illustrate how RapidFire/MS can accelerate hit discovery and lead optimization for challenging enzyme targets.
Methodology and Instrumentation
The assay monitors the enzymatic conversion of stearoyl-CoA (SCoA) to oleoyl-CoA (OCoA) by measuring a 2-Da mass shift. Sample preparation combines solid phase extraction (SPE) with direct mass spectrometry detection in a fully automated workflow. Key features include processing times of 6–10 seconds per sample and label-free native analyte measurement.
Instrumentation
- Agilent RapidFire High-throughput Mass Spectrometry System
- Automated solid phase extraction (SPE) module
- Coupled mass spectrometer for sub-micromolar sensitivity
Main Results and Discussion
• Linearity: Product formation correlated linearly with reaction time and enzyme concentration, confirming assay robustness.
• Reproducibility: Screening 518 plates (384-well) yielded an average Z’ of 0.597 and a median of 0.60, demonstrating excellent assay quality at high throughput.
• Screening Output: From an initial library, 346 compounds were confirmed as active SCD inhibitors. Secondary IC₅₀ determinations showed clear potency differentiation during hit-to-lead expansion.
Benefits and Practical Applications of the Method
- Label-free detection eliminates the need for radioactive or fluorescent labels.
- High throughput (10-fold increase versus conventional methods) suitable for large compound libraries.
- Direct, accurate measurement of small mass shifts in lipophilic substrates and products.
- Seamless integration into drug discovery workflows for hit identification and lead optimization.
Future Trends and Opportunities
Advances in SPE materials and mass analyzer designs may further reduce cycle times and increase sensitivity. Integration with robotic liquid handlers and data management platforms will streamline assay setup and data analysis. Expansion to multiplexed assays or other challenging target classes (e.g., membrane enzymes or protein–protein interactions) promises broader application in high-throughput screening.
Conclusion
The Agilent RapidFire High-throughput Mass Spectrometry System transforms a traditionally low-throughput, labeling-dependent SCD assay into a robust, label-free, and highly reproducible high-throughput format. This approach accelerates drug discovery programs targeting difficult enzyme classes and delivers reliable data comparable to optical methods but with faster cycle times and lower cost.
References
- Soulard P., et al. Development of a high-throughput screening assay for stearoyl-CoA desaturase using rat liver microsomes, deuterium labeled stearoyl-CoA and mass spectrometry. Anal. Chim. Acta. 2008, 627(1):105–111.
- Schilling R., et al. The use of high-throughput mass spectrometry (HTMS) in drug discovery. Presented at SBS 14th Annual Conference, 2008, St. Louis, USA.
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