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一种简化的高通量血浆蛋白质组学平台,用于临床蛋白质组学,具有提高的蛋白质组覆盖率、重现性和稳健性。

A Streamlined High-Throughput Plasma Proteomics Platform for Clinical Proteomics with Improved Proteome Coverage, Reproducibility, and Robustness.

机构信息

Center for Translational Biomedical Research, University of North Carolina at Greensboro, North Carolina Research Campus, Kannapolis, North Carolina 28081, United States.

Department of Chemistry & Biochemistry, University of North Carolina at Greensboro, Greensboro, North Carolina 27402, United States.

出版信息

J Am Soc Mass Spectrom. 2023 Apr 5;34(4):754-762. doi: 10.1021/jasms.3c00022. Epub 2023 Mar 28.

Abstract

Mass spectrometry-based clinical proteomics requires high throughput, reproducibility, robustness, and comprehensive coverage to serve the needs of clinical diagnosis, prognosis, and personalized medicine. Oftentimes these requirements are contradictory to each other. We report the development of a streamlined High-Throughput Plasma Proteomics (sHTPP) platform for untargeted profiling of the blood plasma proteome, which includes 96-well plates and simplified procedures for sample preparation, disposable trap column for peptide loading, robust liquid chromatographic system for separation, data-independent acquisition in tandem mass spectrometry, and DIA-NN, FragPipe, and in-house peptide spectral library-based data analysis. Using the optimized platform at a throughput of 60 samples per day, over 600 protein groups including 57 FDA-approved biomarkers can be consistently identified from whole human plasma, and more than 85% of the detected proteins have 100% completeness in quantitative values across 300 samples. The balance achieved between proteome coverage, throughput, and reproducibility of this sHTPP platform makes it promising in clinical settings, where a large number of samples are to be measured quickly and reliably to support various needs of clinical medicine.

摘要

基于质谱的临床蛋白质组学需要高通量、可重复性、稳健性和全面覆盖,以满足临床诊断、预后和个性化医疗的需求。这些要求往往相互矛盾。我们报告了一种简化的高通量血浆蛋白质组学(sHTPP)平台的开发,用于非靶向性分析血浆蛋白质组,其中包括 96 孔板和简化的样品制备程序、用于肽加载的一次性捕获柱、用于分离的强大液相色谱系统、串联质谱中的数据独立采集以及 DIA-NN、FragPipe 和基于内部肽谱库的数据分析。使用优化后的平台,每天处理 60 个样本,可从全人血浆中一致鉴定出 600 多个蛋白质组,包括 57 个 FDA 批准的生物标志物,并且 85%以上的检测到的蛋白质在 300 个样本中具有 100%的定量值完整性。该 sHTPP 平台在蛋白质组覆盖率、通量和可重复性之间取得的平衡使其在临床环境中具有广阔的应用前景,在临床环境中需要快速可靠地测量大量样本,以支持临床医学的各种需求。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5604/10080683/32440dc20282/js3c00022_0001.jpg

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