OmicsAnalyst 2.0
Visual, statistical and functional integration of multi-omics data for mechanistic insights
Try the new module-based workflow →
Under development
Free for academic and commercial use — start analyzing in minutes.
Statistical Integration
Decompose and correlate omics layers with established methods to reveal shared structure and covariation.
- Dimension reduction (PCA, MCIA, MOFA, NMF)
- Sample clustering & subtype discovery
- Interactive 3D exploration of shared structure
Network Integration
Place omics signatures in biological context as interactive, cross-omics networks.
- Correlation & differential networks
- Mixed graphical & knowledge-based networks
- Interactive visualization & pathway analysis
Causal Analysis
Move beyond correlation to regulatory mechanisms, interaction effects, and driver features.
- Causal discovery (PC algorithm + knowledge bases)
- Mediation analysis
- Interaction modeling (IntLIM)
Recent Publications
Nature Protocols (2024)
Ewald J., Zhou, G., Lu, Y., Kolic, J., Ellis, C., Johnson, J.D., Macdonald P.E. and Xia, J. "Web-based multi-omics integration using the Analyst software suite" doi: 10.1038/s41596-023-00950-4
Nucleic Acids Research (2021)
Zhou, G., Ewald, J. and Xia, J. "OmicsAnalyst: a comprehensive web-based platform for visual analytics of multi-omics data" doi: 10.1093/nar/gkab394
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