Sage: An Open-Source Tool for Fast Proteomics Searching and Quantification at Scale
Michael R. Lazear
Abstract
The growing complexity and volume of proteomics data necessitate the development of efficient software tools for peptide identification and quantification from mass spectra. Given their central role in proteomics, it is imperative that these tools are auditable and extensible─requirements that are best fulfilled by open-source and permissively licensed software. This work presents Sage, a high-performance, open-source, and freely available proteomics pipeline. Scalable and cloud-ready, Sage matches the performance of state-of-the-art software tools while running an order of magnitude faster.
Topics & Concepts
ProteomicsComputer sciencePipeline (software)Open sourceScalabilityCloud computingIdentification (biology)SoftwareData scienceSoftware engineeringDatabaseOperating systemBiologyBotanyGeneBiochemistryAdvanced Proteomics Techniques and ApplicationsMass Spectrometry Techniques and ApplicationsMetabolomics and Mass Spectrometry Studies