What are some common use cases of OmicsAnalyst?

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