A multi-modal analysis of pre-metastatic liver biopsies from patients with localized pancreatic cancer with a minimum of 3 years of follow-up shows that immunological, proliferative and metabolomic features distinguish patients who develop metastases from disease-free survivors and can be used to predict outcomes.
- Linda Bojmar
- Constantinos P. Zambirinis
- David Lyden