Omics data is collected using high-throughput techniques and advanced technologies. For instance, genomics data is gathered through sequencing technologies like next-generation sequencing (NGS). Proteomics utilizes mass spectrometry and chromatography to identify and quantify proteins. Similarly, metabolomics employs techniques such as nuclear magnetic resonance (NMR) spectroscopy and gas chromatography-mass spectrometry (GC-MS).