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脂多糖诱导 THP-1 人白血病细胞炎症反应的时空蛋白质组学分析。

Spatiotemporal proteomic profiling of the pro-inflammatory response to lipopolysaccharide in the THP-1 human leukaemia cell line.

机构信息

Cambridge Centre for Proteomics, Cambridge Systems Biology Centre and Department of Biochemistry, University of Cambridge, Cambridge, CB2 1QR, UK.

Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, CB2 0RE, UK.

出版信息

Nat Commun. 2021 Oct 1;12(1):5773. doi: 10.1038/s41467-021-26000-9.

Abstract

Protein localisation and translocation between intracellular compartments underlie almost all physiological processes. The hyperLOPIT proteomics platform combines mass spectrometry with state-of-the-art machine learning to map the subcellular location of thousands of proteins simultaneously. We combine global proteome analysis with hyperLOPIT in a fully Bayesian framework to elucidate spatiotemporal proteomic changes during a lipopolysaccharide (LPS)-induced inflammatory response. We report a highly dynamic proteome in terms of both protein abundance and subcellular localisation, with alterations in the interferon response, endo-lysosomal system, plasma membrane reorganisation and cell migration. Proteins not previously associated with an LPS response were found to relocalise upon stimulation, the functional consequences of which are still unclear. By quantifying proteome-wide uncertainty through Bayesian modelling, a necessary role for protein relocalisation and the importance of taking a holistic overview of the LPS-driven immune response has been revealed. The data are showcased as an interactive application freely available for the scientific community.

摘要

蛋白质在细胞内隔室之间的定位和易位是几乎所有生理过程的基础。hyperLOPIT 蛋白质组学平台将质谱与最先进的机器学习相结合,可同时绘制数千种蛋白质的亚细胞定位。我们将全局蛋白质组分析与 hyperLOPIT 结合在一个完全贝叶斯框架中,以阐明脂多糖 (LPS) 诱导的炎症反应过程中的时空蛋白质组变化。我们报告了一个在蛋白质丰度和亚细胞定位方面都具有高度动态性的蛋白质组,其中干扰素反应、内溶酶体系统、质膜重组和细胞迁移都发生了改变。在刺激下,先前与 LPS 反应无关的蛋白质被发现重新定位,但这些变化的功能后果尚不清楚。通过贝叶斯建模来量化蛋白质组范围的不确定性,揭示了蛋白质重定位的必要性,以及从整体上观察 LPS 驱动的免疫反应的重要性。该数据集以交互应用程序的形式免费提供给科学界。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4a3/8486773/5c88acb786e2/41467_2021_26000_Fig1_HTML.jpg

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