Multi-omics studies integrate data from multiple "omics" layers—such as genomics, transcriptomics, proteomics, metabolomics, and epigenomics—to provide a comprehensive view of the molecular mechanisms underlying cancer. By combining these datasets, researchers aim to achieve a holistic understanding of cancer biology, which is often missed when examining a single layer.