Sachsenberg Timo, Herbst Florian-Alexander, Taubert Martin, Kermer René, Jehmlich Nico, von Bergen Martin, Seifert Jana, Kohlbacher Oliver
Applied Bioinformatics, Center for Bioinformatics, Quantitative Biology Center, and Department of Computer Science, University of Tübingen , 72074 Tübingen, Germany.
J Proteome Res. 2015 Feb 6;14(2):619-27. doi: 10.1021/pr500245w. Epub 2014 Dec 1.
We propose a joint experimental and theoretical approach to the automated reconstruction of elemental fluxes in microbial communities. While stable isotope probing of proteins (protein-SIP) has been successfully applied to study interactions and elemental carbon and nitrogen fluxes, the volume and complexity of mass spectrometric data in protein-SIP experiments pose new challenges for data analysis. Together with a flexible experimental setup, the novel bioinformatics tool MetaProSIP offers an automated high-throughput solution for a wide range of (13)C or (15)N protein-SIP experiments with special emphasis on the analysis of metaproteomic experiments where differential labeling of organisms can occur. The information calculated in MetaProSIP includes the determination of multiple relative isotopic abundances, the labeling ratio between old and new synthesized proteins, and the shape of the isotopic distribution. These parameters define the metabolic capacities and dynamics within the investigated microbial culture. MetaProSIP features a high degree of reproducibility, reliability, and quality control reporting. The ability to embed into the OpenMS framework allows for flexible construction of custom-tailored workflows. Software and documentation are available under an open-source license at www.openms.de/MetaProSIP.
我们提出了一种结合实验和理论的方法,用于微生物群落中元素通量的自动重建。虽然蛋白质的稳定同位素探测(蛋白质-SIP)已成功应用于研究相互作用以及元素碳和氮通量,但蛋白质-SIP实验中质谱数据的量和复杂性给数据分析带来了新挑战。与灵活的实验设置相结合,新型生物信息学工具MetaProSIP为广泛的(13)C或(15)N蛋白质-SIP实验提供了一种自动高通量解决方案,特别侧重于对可能发生生物体差异标记的宏蛋白质组实验的分析。MetaProSIP计算的信息包括多种相对同位素丰度的测定、新旧合成蛋白质之间的标记比率以及同位素分布的形状。这些参数定义了所研究微生物培养物中的代谢能力和动态。MetaProSIP具有高度的可重复性、可靠性和质量控制报告。嵌入OpenMS框架的能力允许灵活构建定制工作流程。软件和文档可在www.openms.de/MetaProSIP上以开源许可获取。