OmicsAnalyst has been developed as a general purpose platform to support common tasks in data & model – driven integration of multi-omics data. In particular, it helps answer these common questions:
- Correlation analysis: what are the key features that are closely correlated within and across omics channels?
- Clustering analysis: which samples share similar coordinated patterns of change across omics channels?
- Dimensionality reduction: what are the main shared co-variance across multi-omics data, and the key underlying features?
To perform knowledge-driven, network-based multi-omics data integration, please use OmicsNet.