Data-Independent Acquisition–Parallel Reaction Monitoring Acquisition Reveals Age-Dependent Alterations of the Lysosomal Proteome in a Mouse Model of Metachromatic Leukodystrophy

IF 6.7 1区 化学 Q1 CHEMISTRY, ANALYTICAL Analytical Chemistry Pub Date : 2024-12-02 DOI:10.1021/acs.analchem.4c04378
Anne Sanner, Robert Hardt, Ulrich Matzner, Dominic Winter
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Abstract

For the reproducible analysis of peptides by mass spectrometry-based proteomics, data-independent acquisition (DIA) and parallel/multiple reaction monitoring (PRM/MRM) deliver unrivalled performance with respect to sensitivity and reproducibility. Both approaches, however, come with distinct advantages and shortcomings. While DIA enables unbiased whole proteome analysis, it shows limitations with respect to dynamic range and the quantification of low-abundant proteins. PRM, on the other hand, is ideally suited to reproducibly quantify selected proteins even if they are low-abundant, but no knowledge of the remaining sample is obtained. Here, we combine both methods into a mixed DIA-PRM acquisition approach, merging their benefits while operating at reduced machine run times and needed sample amounts. We demonstrate the feasibility of DIA-PRM by merging a scheduled PRM assay for 103 peptides, representing 59 low-abundant lysosomal hydrolases, with a DIA data acquisition scheme. After benchmarking DIA-PRM with mouse embryonic fibroblast (MEF) whole cell lysates, we use the approach to investigate age-related proteomic changes in brain tissues of a mouse model of metachromatic leukodystrophy (MLD). This revealed an MLD-related progressive increase in distinct classes of lysosomal hydrolases as well as alterations of proteins related to myelin and cellular metabolism. All data are available via ProteomeXchange with PXD052313.

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数据独立获取-平行反应监测获取揭示了异色性脑白质营养不良小鼠模型中溶酶体蛋白质组的年龄依赖性改变
对于基于质谱的蛋白质组学的多肽可重复性分析,数据独立采集(DIA)和平行/多重反应监测(PRM/MRM)在灵敏度和可重复性方面提供了无与伦比的性能。然而,这两种方法都有各自的优点和缺点。虽然DIA可以实现无偏倚的全蛋白质组分析,但它在动态范围和低丰度蛋白质的定量方面存在局限性。另一方面,PRM非常适合于可重复地定量选定的蛋白质,即使它们是低丰度的,但没有获得剩余样品的知识。在这里,我们将这两种方法结合成混合的DIA-PRM采集方法,在减少机器运行时间和所需样本量的同时融合了它们的优点。我们通过将103个肽段(代表59个低丰度溶酶体水解酶)的预定PRM测定与DIA数据采集方案合并,证明了DIA-PRM的可行性。在用小鼠胚胎成纤维细胞(MEF)全细胞裂解物对DIA-PRM进行基准测试后,我们使用该方法研究了异色性脑白质营养不良(MLD)小鼠模型脑组织中与年龄相关的蛋白质组学变化。这揭示了与mld相关的不同类别的溶酶体水解酶的进行性增加,以及与髓磷脂和细胞代谢相关的蛋白质的改变。所有数据可通过ProteomeXchange与PXD052313。
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来源期刊
Analytical Chemistry
Analytical Chemistry 化学-分析化学
CiteScore
12.10
自引率
12.20%
发文量
1949
审稿时长
1.4 months
期刊介绍: Analytical Chemistry, a peer-reviewed research journal, focuses on disseminating new and original knowledge across all branches of analytical chemistry. Fundamental articles may explore general principles of chemical measurement science and need not directly address existing or potential analytical methodology. They can be entirely theoretical or report experimental results. Contributions may cover various phases of analytical operations, including sampling, bioanalysis, electrochemistry, mass spectrometry, microscale and nanoscale systems, environmental analysis, separations, spectroscopy, chemical reactions and selectivity, instrumentation, imaging, surface analysis, and data processing. Papers discussing known analytical methods should present a significant, original application of the method, a notable improvement, or results on an important analyte.
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