Multiplexed Nanoparticle Protein Corona Enables Accurate and Precise Deep Plasma Proteomics.

IF 3.6 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Ting Huang, Jian Wang, Alexey Stukalov, Simion Kreimer, Xiaoyan Zhao, Lee S Cantrell, Xiaoyuan Zhou, Adam Brewer, Giang Ho, Fredric Murolo, Kevin Quach, Mike Figa, Seth Just, Gabriel Castro, Eltaher Elgierari, Ryan W Benz, Khatereh Motamedchaboki, Serafim Batzoglou, Omid C Farokhzad, Jennifer E Van Eyk, Asim Siddiqui
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引用次数: 0

Abstract

The Proteograph Product Suite, a multiplexed nanoparticle (NP) protein corona-based workflow, substantially improves the depth of detection of proteins by mass spectrometry (MS) by compressing the dynamic range of protein abundances. Here, we evaluate its quantitative performance and suitability for large-scale studies. Using multispecies spike-in experiments, we assessed fold change accuracy, linearity, precision, and the lower limit of quantification (LLOQ) across multiple MS platforms. Combined with the Orbitrap Astral MS, the Proteograph XT assay enabled identification of more than 7,000 plasma proteins. In mixed-species dilution experiments, fold change accuracy was preserved, with Proteograph quantifying 3.5 times more proteins than the Neat plasma workflow at the same fold change error threshold. Similar accuracy was observed with the Orbitrap Exploris 480 MS, and we also demonstrate that different proteome backgrounds do not impact the accuracy. Data produced with NPs from the four distinct NP batches (each supporting >100,000 assays) showed only a 4% increase in protein intensity CV across batches. Together, these results demonstrate that the Proteograph Product Suite provides depth as well as quantitative accuracy and precision to power new biomarker discovery and biological understanding in population-scale plasma proteomics cohorts.

复用纳米粒子蛋白电晕使准确和精确的深度血浆蛋白质组学。
Proteograph Product Suite是一种基于多路纳米颗粒(NP)蛋白冠的工作流程,通过压缩蛋白质丰度的动态范围,大大提高了质谱(MS)对蛋白质的检测深度。在这里,我们评估了它的定量性能和大规模研究的适用性。通过多物种峰入实验,我们评估了多种MS平台上的折叠变化准确性、线性度、精密度和定量下限(LLOQ)。结合Orbitrap Astral MS, Proteograph XT检测能够鉴定超过7000种血浆蛋白。在混合物种稀释实验中,保持了折叠变化的准确性,在相同的折叠变化误差阈值下,Proteograph定量的蛋白质是Neat血浆工作流程的3.5倍。使用Orbitrap Exploris 480 MS也观察到类似的准确性,并且我们也证明了不同的蛋白质组背景不会影响准确性。从四个不同NP批次(每个批次支持bbb10万次测定)的NP产生的数据显示,批次间蛋白质强度CV仅增加4%。总之,这些结果表明,Proteograph产品套件提供了深度以及定量的准确性和精确性,以推动新的生物标志物的发现和对人群规模血浆蛋白质组学队列的生物学理解。
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来源期刊
Journal of Proteome Research
Journal of Proteome Research 生物-生化研究方法
CiteScore
9.00
自引率
4.50%
发文量
251
审稿时长
3 months
期刊介绍: Journal of Proteome Research publishes content encompassing all aspects of global protein analysis and function, including the dynamic aspects of genomics, spatio-temporal proteomics, metabonomics and metabolomics, clinical and agricultural proteomics, as well as advances in methodology including bioinformatics. The theme and emphasis is on a multidisciplinary approach to the life sciences through the synergy between the different types of "omics".
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