Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, Zürich, Switzerland 8092.
Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany 82152.
J Proteome Res. 2023 May 5;22(5):1520-1536. doi: 10.1021/acs.jproteome.3c00125. Epub 2023 Apr 14.
Protein complexes constitute the primary functional modules of cellular activity. To respond to perturbations, complexes undergo changes in their abundance, subunit composition, or state of modification. Understanding the function of biological systems requires global strategies to capture this contextual state information. Methods based on cofractionation paired with mass spectrometry have demonstrated the capability for deep biological insight, but the scope of studies using this approach has been limited by the large measurement time per biological sample and challenges with data analysis. There has been little uptake of this strategy into the broader life science community despite its rich biological information content. We present a rapid integrated experimental and computational workflow to assess the reorganization of protein complexes across multiple cellular states. The workflow combines short gradient chromatography and DIA/SWATH mass spectrometry with a data analysis toolset to quantify changes in a complex organization. We applied the workflow to study the global protein complex rearrangements of THP-1 cells undergoing monocyte to macrophage differentiation and subsequent stimulation of macrophage cells with lipopolysaccharide. We observed substantial proteome reorganization on differentiation and less pronounced changes in macrophage stimulation. We establish our integrated differential pipeline for rapid and state-specific profiling of protein complex organization.
蛋白质复合物构成了细胞活动的主要功能模块。为了响应干扰,复合物在丰度、亚基组成或修饰状态方面发生变化。理解生物系统的功能需要全局策略来捕获这种上下文状态信息。基于共分馏与质谱联用的方法已经证明了具有深入生物学洞察力的能力,但由于每个生物样本的测量时间长,以及数据分析方面的挑战,使用这种方法的研究范围受到限制。尽管这种策略具有丰富的生物学信息含量,但它在更广泛的生命科学领域的应用却很少。我们提出了一种快速的综合实验和计算工作流程,以评估多个细胞状态下蛋白质复合物的重组。该工作流程结合了短梯度色谱和 DIA/SWATH 质谱以及数据分析工具集,以定量复合物组织的变化。我们应用该工作流程研究了 THP-1 细胞向巨噬细胞分化以及随后用脂多糖刺激巨噬细胞过程中的全局蛋白质复合物重排。我们观察到分化过程中存在大量蛋白质组重组,而在巨噬细胞刺激过程中变化不明显。我们建立了我们的综合差异分析管道,用于快速和特定状态下的蛋白质复合物组织分析。