Discovery: High-throughput techniques like genomics, proteomics, and metabolomics are used to discover potential biomarkers. Validation: Candidate biomarkers are validated using robust and reproducible methods to ensure their reliability and accuracy. Qualification: Biomarkers are qualified through regulatory processes to confirm their clinical utility.