“Lab of the Future”─Today: Fully Automated System for High-Throughput Mass Spectrometry Analysis of Biotherapeutics
Citations Over TimeTop 10% of 2023 papers
Abstract
Here we describe a state-of-the-art, integrated, multi-instrument automated system designed to execute methods involved in mass spectrometry characterization of biotherapeutics. The system includes liquid and microplate handling robotics and utilities, integrated LC-MS, along with data analysis software, to perform sample purification, preparation, and analysis as a seamless integrated unit. The automated process begins with tip-based purification of target proteins from expression cell-line supernatants, which is initiated once the samples are loaded onto the automated system and the metadata are retrieved from our corporate data aggregation system. Subsequently, the purified protein samples are prepared for MS, including deglycosylation and reduction steps for intact and reduced mass analysis, and proteolytic digestions, desalting, and buffer exchange via centrifugation for peptide map analysis. The prepared samples are then loaded into the LC-MS instrumentation for data acquisition. The acquired raw data are initially stored on a local area network storage system that is monitored by watcher scripts that then upload the raw MS data to a network of cloud-based servers. The raw MS data are processed with the appropriately configured analysis workflows such as database search for peptide mapping or charge deconvolution for undigested proteins. The results are verified and formatted for expert curation directly in the cloud. Finally, the curated results are appended to sample metadata in the corporate data aggregation system to accompany the biotherapeutic cell lines in subsequent processes.
Related Papers
- → Analysis of Operational Airborne ISR Full Motion Video Metadata(2013)2 cited
- → A case study in designing Chinese metadata(2000)2 cited
- → Using Dublin Core(2013)1 cited
- The Exploration of the Standardization in Data Image on Metadata(2007)
- Review on Audiovisual Metadata Elements Abroad(2005)