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“未来实验室”——今日:高通量生物制药液质联用分析全自动系统。

"Lab of the Future"─Today: Fully Automated System for High-Throughput Mass Spectrometry Analysis of Biotherapeutics.

机构信息

Janssen Research & Development, The Janssen Pharmaceutical Companies of Johnson & Johnson, Spring House, Pennsylvania 19477, United States.

Protein Metrics LLC., Cupertino, California 95014, United States.

出版信息

J Am Soc Mass Spectrom. 2023 Jun 7;34(6):1073-1085. doi: 10.1021/jasms.3c00036. Epub 2023 May 15.

DOI:10.1021/jasms.3c00036
PMID:37186948
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.

摘要

在这里,我们描述了一种最先进的、集成的、多仪器自动化系统,旨在执行与生物治疗剂的质谱表征相关的方法。该系统包括液体和微孔板处理机器人和实用程序、集成的 LC-MS 以及数据分析软件,以执行样品净化、制备和分析作为一个无缝集成的单元。自动化过程从表达细胞系上清液中基于尖端的靶蛋白的纯化开始,一旦将样品加载到自动化系统上并从我们的公司数据聚合系统中检索元数据,就会启动该过程。随后,对纯化的蛋白质样品进行 MS 分析前处理,包括完整和还原质量分析的糖基化和还原步骤,以及通过离心进行肽图分析的酶切消化、脱盐和缓冲液交换。然后将准备好的样品加载到 LC-MS 仪器中进行数据采集。采集到的原始数据最初存储在局域网存储系统上,该系统由监视脚本监控,然后将原始 MS 数据上传到基于云的服务器网络。使用适当配置的分析工作流程处理原始 MS 数据,例如肽图数据库搜索或未消化蛋白质的电荷解卷积。结果在云中直接进行验证和格式化,以供专家审核。最后,将经过审核的结果附加到公司数据聚合系统中的样品元数据中,以伴随后续过程中的生物治疗细胞系。

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