QCloud2

QCloud2 performs automated quality control, processing, and archival of mass-spectrometry-based proteomics data to enable scalable, reproducible instrument evaluation across targeted and untargeted workflows and vendor file formats.

Key Features:

• Automated Data Processing and Archiving: Automates processing and archival of raw and processed mass-spectrometry proteomics data to support routine instrument evaluation.
• Daily Quality Assessments: Provides daily quality-control assessments for mass-spectrometry-based proteomics laboratories to monitor instrument performance.
• Scalability and Reproducibility Enhancements: Implements improvements to handle larger datasets and to produce reproducible quality-control metrics across different laboratory settings.
• Programmatic Access: Exposes programmatic interfaces for integration with external software tools and automated workflows.
• Support for Targeted and Untargeted Workflows and Vendor File Formats: Accepts data from multiple vendors and supports both targeted and untargeted proteomics workflows.

Scientific Applications:

• Routine Instrument Performance Monitoring: Enables continuous monitoring of mass spectrometers to detect performance drift and failures.
• Inter-laboratory Comparison and Benchmarking: Facilitates comparison of quality-control metrics across laboratories for benchmarking and standardization.
• Assessment of Platform Variability: Quantifies variability across instrumental platforms to inform method validation and comparability.
• Biomedical and Translational Proteomics Quality Assurance: Supports consistent data quality for clinical and translational proteomics studies.

Methodology:

Leverages cloud computing to execute automated data processing and archival for mass-spectrometry-based proteomics.