Quantitative, multiplexed workflow for deep analysis of human blood plasma and biomarker discovery by mass spectrometry

生物标志物发现 等压标记 蛋白质组 串联质量标签 质谱法 定量蛋白质组学 色谱法 串联质谱法 样品制备 蛋白质组学 化学 血液蛋白质类 液相色谱-质谱法 蛋白质质谱法 生物化学 基因
作者
Hasmik Keshishian,Michael Burgess,Harrison Specht,Luke Wallace,Karl R. Clauser,Michael A. Gillette,Steven A. Carr
出处
期刊:Nature Protocols [Nature Portfolio]
卷期号:12 (8): 1683-1701 被引量:169
标识
DOI:10.1038/nprot.2017.054
摘要

This protocol describes the deep-scale analysis of the blood plasma proteome. By combining abundant protein depletion, sample multiplexing with isobaric labeling and fractionation, this enables rapid quantification of >4,500 plasma proteins. Proteomic characterization of blood plasma is of central importance to clinical proteomics and particularly to biomarker discovery studies. The vast dynamic range and high complexity of the plasma proteome have, however, proven to be serious challenges and have often led to unacceptable tradeoffs between depth of coverage and sample throughput. We present an optimized sample-processing pipeline for analysis of the human plasma proteome that provides greatly increased depth of detection, improved quantitative precision and much higher sample analysis throughput as compared with prior methods. The process includes abundant protein depletion, isobaric labeling at the peptide level for multiplexed relative quantification and ultra-high-performance liquid chromatography coupled to accurate-mass, high-resolution tandem mass spectrometry analysis of peptides fractionated off-line by basic pH reversed-phase (bRP) chromatography. The overall reproducibility of the process, including immunoaffinity depletion, is high, with a process replicate coefficient of variation (CV) of <12%. Using isobaric tags for relative and absolute quantitation (iTRAQ) 4-plex, >4,500 proteins are detected and quantified per patient sample on average, with two or more peptides per protein and starting from as little as 200 μl of plasma. The approach can be multiplexed up to 10-plex using tandem mass tags (TMT) reagents, further increasing throughput, albeit with some decrease in the number of proteins quantified. In addition, we provide a rapid protocol for analysis of nonfractionated depleted plasma samples analyzed in 10-plex. This provides ∼600 quantified proteins for each of the ten samples in ∼5 h of instrument time.
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