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PhosNetVis: a web-based tool for fast kinase-substrate enrichment analysis and interactive 2D/3D network visualizations of phosphoproteomics data

PhosNetVis: a web-based tool for fast kinase-substrate enrichment analysis and interactive 2D/3D network visualizations of phosphoproteomics data

来源:Arxiv_logoArxiv
英文摘要

Protein phosphorylation involves the reversible modification of a protein (substrate) residue by another protein (kinase). Liquid chromatography-mass spectrometry studies are rapidly generating massive protein phosphorylation datasets across multiple conditions. Researchers then must infer kinases responsible for changes in phosphosites of each substrate. However, tools that infer kinase-substrate interactions (KSIs) are not optimized to interactively explore the resulting large and complex networks, significant phosphosites, and states. There is thus an unmet need for a tool that facilitates user-friendly analysis, interactive exploration, visualization, and communication of phosphoproteomics datasets. We present PhosNetVis, a web-based tool for researchers of all computational skill levels to easily infer, generate and interactively explore KSI networks in 2D or 3D by streamlining phosphoproteomics data analysis steps within a single tool. PhostNetVis lowers barriers for researchers in rapidly generating high-quality visualizations to gain biological insights from their phosphoproteomics datasets. It is available at: https://gumuslab.github.io/PhosNetVis/

Mehdi Bouhaddou、Berk Turhan、Zeynep H. G¨1m¨1?、Jeffrey Johnson、Sacha Gnjatic、Shreya Chandrasekar、Osho Rawal、Selim Kalayci、Irene Font Peradejordi

生物科学研究方法、生物科学研究技术生物化学分子生物学

Mehdi Bouhaddou,Berk Turhan,Zeynep H. G¨1m¨1?,Jeffrey Johnson,Sacha Gnjatic,Shreya Chandrasekar,Osho Rawal,Selim Kalayci,Irene Font Peradejordi.PhosNetVis: a web-based tool for fast kinase-substrate enrichment analysis and interactive 2D/3D network visualizations of phosphoproteomics data[EB/OL].(2024-02-07)[2025-08-02].https://arxiv.org/abs/2402.05016.点此复制

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