paper-with-me

홈 › Papers

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

2024-02-07 · Osho Rawal, Berk Turhan, Irene Font Peradejordi, Shreya Chandrasekar, Selim Kalayci, Sacha Gnjatic, Jeffrey Johnson, Mehdi Bouhaddou, Zeynep H. Gümüş

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/

📄 PDF Abstract BibTeX arXiv:2402.05016

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

A knowledge graph representation learning approach to predict novel kinase-substrate interactions

2022-06-05 · Sachin Gavali, Karen Ross, Chuming Chen, Julie Cowart 외

The human proteome contains a vast network of interacting kinases and substrates. Even though some kinases have proven to be immensely useful as therapeutic targets, a majority are still understudied. In this work, we pr…

Graph Representation LearningRepresentation Learning

Substrate inhibition imposes fitness penalty at high protein stability

2018-12-18

Proteins are only moderately stable. It has long been debated whether this narrow range of stabilities is solely a result of neutral drift towards lower stability or purifying selection against excess stability is also a…

Vocal Bursts Intensity Prediction

Universal kinetics for engagement of mechanosensing pathways in cell adhesion

2018-03-12 · Samuel Bell, Anna-Lena Redmann, Eugene M. Terentjev

When plated onto substrates, cell morphology and even stem cell differentiation are influenced by the stiffness of their environment. Stiffer substrates give strongly spread (eventually polarized) cells with strong focal…

Machine learning modeling of family wide enzyme-substrate specificity screens

2021-09-08 · Samuel Goldman, Ria Das, Kevin K. Yang, Connor W. Coley

Biocatalysis is a promising approach to sustainably synthesize pharmaceuticals, complex natural products, and commodity chemicals at scale. However, the adoption of biocatalysis is limited by our ability to select enzyme…

BIG-bench Machine LearningDrug DiscoverySpecificity

Src Kinase Slows Collective Rotation of Confined Epithelial Cell Monolayers

2024-07-09 · Nastassia Pricoupenko, Flavia Marsigliesi, Philippe Marcq, Carles Blanch-Mercader 외

Collective cell migration is key during development, wound healing and metastasis and relies on coordinated cell behaviors at the group level. Src kinase is a key signalling protein for physiological functions of epithel…

Friction