Understanding Multi-omics Data To understand multi-omics data integration, we must first grasp the concept of omics. It’s like exploring different dimensions of cancer. We have genomics (genes), transcriptomics (gene expression), proteomics (proteins), metabolomics (metabolites), and more. Each of these dimensions provides a unique perspective on the disease, akin to the different layers of a complex painting.