High-throughput PROTAC compound screening workflow for targeted protein degradation on an Orbitrap Astral mass spectrometer with accurate label-free quantitation
Posters | 2024 | Thermo Fisher ScientificInstrumentation
Targeted protein degradation (TPD) represents a transformative strategy for drug discovery by harnessing the cell’s own degradation machinery to selectively eliminate disease-causing proteins. High-throughput and accurate quantitation of proteolysis-targeting chimera (PROTAC) compounds are essential to identify leads that induce desired protein knockdown while minimizing off-target effects.
The study aimed to establish a robust, label-free quantitative proteomics workflow on the Orbitrap Astral mass spectrometer to enable:
VCaP prostate cancer cells were treated in triplicate with 5, 50, or 500 nM ARCC-4 for four hours, followed by lysis, protein quantification (BCA assay), reduction, alkylation, and tryptic digestion using an automated AccelerOme platform.
DIA (data-independent acquisition) methods were implemented with 24- to 300-SPD peptide separations on UHPLC columns, followed by Orbitrap Astral analysis. Data were processed by Spectronaut, DIA-NN, and Proteome Discoverer with CHIMERYS for directDIA analysis.
The LFQ-DIA workflow yielded:
The described workflow allows researchers and QA/QC laboratories to:
Advancements may include:
Software, LC/HRMS, LC/MS, LC/MS/MS, LC/Orbitrap
IndustriesManufacturerThermo Fisher Scientific
Summary
Significance of the Topic
Targeted protein degradation (TPD) represents a transformative strategy for drug discovery by harnessing the cell’s own degradation machinery to selectively eliminate disease-causing proteins. High-throughput and accurate quantitation of proteolysis-targeting chimera (PROTAC) compounds are essential to identify leads that induce desired protein knockdown while minimizing off-target effects.
Aims and Study Overview
The study aimed to establish a robust, label-free quantitative proteomics workflow on the Orbitrap Astral mass spectrometer to enable:
- Ultra-high-throughput screening of PROTAC degraders at 24, 60, 180, and 300 samples per day (SPD).
- Accurate and reproducible quantitation of target and off-target proteins in prostate cancer cells treated with the ARCC-4 PROTAC.
- Deep proteome coverage for in-depth validation using extended chromatographic gradients.
Methodology
VCaP prostate cancer cells were treated in triplicate with 5, 50, or 500 nM ARCC-4 for four hours, followed by lysis, protein quantification (BCA assay), reduction, alkylation, and tryptic digestion using an automated AccelerOme platform.
DIA (data-independent acquisition) methods were implemented with 24- to 300-SPD peptide separations on UHPLC columns, followed by Orbitrap Astral analysis. Data were processed by Spectronaut, DIA-NN, and Proteome Discoverer with CHIMERYS for directDIA analysis.
Used Instrumentation
- Orbitrap Astral mass spectrometer
- Thermo Scientific Vanquish Neo UHPLC system
- 50 cm EASY-Spray PepMap Neo, 15 cm EASY-Spray PepMap, and 5 cm Ionopticks Aurora columns
- Thermo Scientific AccelerOme automated sample preparation
- Spectronaut (Biognosys), DIA-NN, Proteome Discoverer with CHIMERYS algorithms
Main Results and Discussion
The LFQ-DIA workflow yielded:
- Consistent, dose-dependent degradation of androgen receptor (AR) across all throughputs.
- Identification of ~10 000 protein groups at 24 SPD and ~10 400 at 60 SPD using extended gradients.
- Over 8 500 proteins at 180 SPD and ~8 000 at 300 SPD with ultra-fast methods.
- Quantitation precision with median CV ≈ 10% and median abundance ratios matching theoretical values.
- Reproducible AR half-maximal degradation concentration (DC50) values across all throughput levels.
Practical Benefits and Applications
The described workflow allows researchers and QA/QC laboratories to:
- Rapidly screen large PROTAC libraries with reliable on-target/off-target profiling.
- Adjust throughput and gradient length to balance speed versus depth of coverage.
- Integrate high-precision quantitation into lead optimization for TPD drug discovery.
Future Trends and Opportunities
Advancements may include:
- Integration with machine-learning algorithms for automated hit selection.
- Further miniaturization and multiplexing to increase screening capacity.
- Combination with orthogonal biochemical assays to validate degradation mechanisms.
Conclusion
- The Orbitrap Astral platform supports ultra-high-throughput (180/300 SPD) identification of > 8 500 proteins with excellent quantitation accuracy.
- Extended 24/60 SPD gradients enable > 10 000 protein group coverage, providing deep validation of PROTAC activity.
- This LFQ-DIA workflow offers a unified solution for rapid screening and comprehensive analysis in targeted protein degradation drug discovery.
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