Researchers can analyze proteomic and genomic signals while protecting donors, using Privacy-preserving synthetic omics to share insights without exposing personal data. This approach supports collaboration, safeguards privacy, and keeps datasets useful for validation. By combining secure synthesis with clear governance, the field stays transparent and ethically ...