A WWTF-funded collaboration on prediction of metastatic potential.

MetPredict is a research project investigating why some breast cancers spread to other organs while others don't — a critical question given that around 30% of breast cancer patients ultimately develop metastasis. The project focuses on how the tissue microenvironment and metastatic niche influence cancer spread, using histopathology, spatial profiling, high-dimensional imaging, and AI-based analysis to map tumor cell interactions. The goal is to identify predictive biomarkers, flag high-risk patients, and uncover new strategies to prevent or treat metastasis.

Multiplexed imaging of lung tissue with metastasis

Collaborating Labs

Juliane Winkler
Juliane Winkler

Medical University of Vienna

Winkler Lab

Group Leader
André Rendeiro
André Rendeiro

CeMM

Rendeiro Lab

Group Leader
Zsuzsanna Bagó-Horváth
Zsuzsanna Bagó-Horváth

Medical University of Vienna

Pathology

Group Leader

Latest News

MetPredict presented at the WWTF AI/ML grantee workshop
2026-10-06

Juliane Winkler presented MetPredict at the WWTF "Understanding biology with AI/ML" grantee workshop in Vienna.

MetPredict research presented at EACR 2026
2026-06-10

Juliane Winkler and Eva Chrenková presented two posters on metastasis research at EACR 2026 in Budapest.

MetPredict website launched
2026-04-29

The MetPredict project website is now live.