Department of Computational Biomedicine, Cedars Sinai Medical Center, Los Angeles, California 90048, United States.
Advanced Clinical Biosystems Research Institute, Cedars Sinai Medical Center, Los Angeles, California 90048, United States.
J Proteome Res. 2024 Aug 2;23(8):3649-3658. doi: 10.1021/acs.jproteome.4c00302. Epub 2024 Jul 15.
Noninvasive detection of protein biomarkers in plasma is crucial for clinical purposes. Liquid chromatography-mass spectrometry (LC-MS) is the gold standard technique for plasma proteome analysis, but despite recent advances, it remains limited by throughput, cost, and coverage. Here, we introduce a new hybrid method that integrates direct infusion shotgun proteome analysis (DISPA) with nanoparticle (NP) protein corona enrichment for high-throughput and efficient plasma proteomic profiling. We realized over 280 protein identifications in 1.4 min collection time, which enables a potential throughput of approximately 1000 samples daily. The identified proteins are involved in valuable pathways, and 44 of the proteins are FDA-approved biomarkers. The robustness and quantitative accuracy of this method were evaluated across multiple NPs and concentrations with a mean coefficient of variation of 17%. Moreover, different protein corona profiles were observed among various NPs based on their distinct surface modifications, and all NP protein profiles exhibited deeper coverage and better quantification than neat plasma. Our streamlined workflow merges coverage and throughput with precise quantification, leveraging both DISPA and NP protein corona enrichment. This underscores the significant potential of DISPA when paired with NP sample preparation techniques for plasma proteome studies.
非侵入性地检测血浆中的蛋白质生物标志物对于临床目的至关重要。液相色谱-质谱联用 (LC-MS) 是血浆蛋白质组分析的金标准技术,但尽管最近取得了进展,它仍然受到通量、成本和覆盖范围的限制。在这里,我们介绍了一种新的混合方法,该方法将直接进样 shotgun 蛋白质组分析 (DISPA) 与纳米颗粒 (NP) 蛋白质冠富集相结合,用于高通量和高效的血浆蛋白质组分析。我们在 1.4 分钟的采集时间内实现了超过 280 种蛋白质的鉴定,这使得每天大约可以处理 1000 个样本。鉴定出的蛋白质涉及有价值的途径,其中 44 种蛋白质是 FDA 批准的生物标志物。通过在多个 NP 和浓度下进行评估,该方法的稳健性和定量准确性具有 17%的平均变异系数。此外,基于其不同的表面修饰,不同的 NP 表现出不同的蛋白质冠谱,所有 NP 蛋白质谱的覆盖度和定量准确性都优于纯血浆。我们的简化工作流程将覆盖率和通量与精确的定量相结合,同时利用 DISPA 和 NP 样品制备技术进行血浆蛋白质组研究。这突显了当与 NP 样品制备技术结合使用时,DISPA 的巨大潜力。