OmicsAnalyst aims to provide flexible, open-ended multi-omics data analysis support. It can be used to answer many different questions in omics and multi-omics data analysis. Below are some common questions that OmicsAnalyst can address.
- Explore inherent trends and patterns with regard to meta-data of interest
- Heatmap viewer, mbPCA, Procrustes
- Identify correlated features between two datasets.
- Correlation network using rCCA, PLS, DIABLO, univariate and partial correlation.
- Identify potential biomarker features
- DIABLO, MCIA, differential analysis
- Identify clusters from reduced dimensions and/or expression heatmap
- K-means, peak cluster, mean shift