A smörgåsbord of options for multiomics data analysis

Quentin D. Read

Who is this talk for?

  • People who have multiomics data but are not experienced in analyzing it
  • I am not an expert in this topic so I am talking more conceptually
  • I will provide a “smörgåsbord” of options for you to consider

Session outline

  • Resources to learn more about multiomics analysis
  • Basic conceptual overview of multiomics data integration methods
  • Example analyses in R

Demos

  • Demo 1 MOFA analysis including data preprocessing and cleaning steps
  • Demo 2 More advanced MOFA analysis on pre-processed data
  • Demo 3 sPLS-DA analysis with mixOmics
  • Demo 4 Differential expression analysis with DESeq2
  • Demo 5 DIABLO omics integration with mixOmics

Resources for further learning about multiomics

ASA Short Course

mixOmics courses