1
Department of Bioinformatics, Maastricht University Biological Data Visualization on Pathways and Networks Martina Kutmon 1,2 , Anwesha Bohler 1,2 , Susan L. Coort 1 , Alexander R. Pico 3 , Chris T. Evelo 1,2 1 Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, the Netherlands 2 Netherlands Consortium for System Biology 3 Gladstone Institute of Cardiovascular Disease, San Francisco, California, USA Visualization of data on biological pathways Multi-omics data: Transcriptomics, proteomics, metabolomics, fluxomics Correspondence to: Martina Summer-Kutmon, PhD student [email protected] +31 43 38 81187 Department of Bioinformatics - BiGCaT NUTRIM School for Nutrition, Toxicology and Metabolism Maastricht University P.O. Box 616 6200 MD Maastricht, The Netherlands PathVisio / WikiPathways: http://www.pathvisio.org http://www.wikipathways.org Cytoscape: http://www.cytoscape.org http://apps.cytoscape.org Tools PathVisio (www.pathvisio.org) is an open source pathway tool to edit, visualize and analyse biological pathways. The visualization options are designed to allow highly complex data visualization relevant in pathway analysis. Cytoscape (www.cytoscape.org) is an open source network analysis and visualization tool. Visualization styles provide a wide variety of options to visualize many types of different data on networks. Challenges: In pathways and networks: Visualization of genetic variation data phosphorylation data methylation data In networks: Hairball networks highlight important parts in the network Multiple data sets in one network (e.g. time-series, multiple experiments,...) e.g. phosphorylation sites Visualization of data on biological networks WikiPathways app in Cytoscape: Open a pathway as a network Advanced Visualization Options in PathVisio Visualize multiple datasets or time series data on pathway elements in biological pathways. Gradient-based and rule-based visualization styles are supported. Flexible Visualization Styles in Cytoscape Change node/edge color, shape, size, etc. Use edge-bundeling for large networks. Apply continuous, discrete and/or passthrough mapping for data visualization.

Biological Data Visualization on Pathways and Networks · 2015-12-04 · Multi-omics data: Transcriptomics, proteomics ... PathVisio () is an open source pathway tool to edit, visualize

  • Upload
    others

  • View
    4

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Biological Data Visualization on Pathways and Networks · 2015-12-04 · Multi-omics data: Transcriptomics, proteomics ... PathVisio () is an open source pathway tool to edit, visualize

Department of Bioinformatics, Maastricht University

Biological Data Visualization on Pathways and Networks

Martina Kutmon1,2, Anwesha Bohler1,2, Susan L. Coort1, Alexander R. Pico3, Chris T. Evelo1,2

1 Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, the Netherlands 2 Netherlands Consortium for System Biology 3 Gladstone Institute of Cardiovascular Disease, San Francisco, California, USA

Visualization of data on biological pathways

Multi-omics data: Transcriptomics, proteomics, metabolomics, fluxomics

Correspondence to:

Martina Summer-Kutmon, PhD student

[email protected]

+31 43 38 81187

Department of Bioinformatics - BiGCaT

NUTRIM School for Nutrition, Toxicology and Metabolism

Maastricht University

P.O. Box 616

6200 MD Maastricht, The Netherlands

PathVisio / WikiPathways:

http://www.pathvisio.org http://www.wikipathways.org

Cytoscape:

http://www.cytoscape.org http://apps.cytoscape.org

Tools

PathVisio (www.pathvisio.org) is an open source pathway tool to edit,

visualize and analyse biological pathways. The visualization options are

designed to allow highly complex data visualization relevant in pathway

analysis.

Cytoscape (www.cytoscape.org) is an open source network analysis and

visualization tool. Visualization styles provide a wide variety of options to

visualize many types of different data on networks.

Challenges:

In pathways and networks:

– Visualization of

genetic variation data

phosphorylation data

methylation data

In networks:

– Hairball networks – highlight important parts in the network

– Multiple data sets in one network (e.g. time-series, multiple experiments,...)

e.g. phosphorylation sites

Visualization of data on biological networks

WikiPathways app in Cytoscape: Open a pathway as a network

Advanced Visualization Options in PathVisio

Visualize multiple datasets or time series data on pathway elements in

biological pathways. Gradient-based and rule-based visualization styles

are supported.

Flexible Visualization Styles in Cytoscape

Change node/edge color, shape, size, etc. Use edge-bundeling for large networks.

Apply continuous, discrete and/or passthrough mapping for data visualization.