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GLIOMATCH · Project

AI-Driven Patient Matching Tool for Personalized Brain Cancer Immunotherapy

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Imagine trying to find the right key for a lock, but the lock changes shape every day. That is what treating brain tumors is like. This project builds a smart digital map that combines MRI scans with cellular data to pick the exact immunotherapy that fits a specific patient's tumor. It is like a matchmaking service for cancer drugs and patients.

By the numbers
300
immuno-oncology treated GBM/pHGG patients
300
matched controls
140
exceptionally long-term surviving GBM patients
5%
5-year survival rates for GBM/pHGG
The business problem

What needed solving

Current brain cancer treatments fail because tumors are too diverse for a one-size-fits-all approach. Doctors lack the biomarkers to know which patients will actually respond to immunotherapy, leading to wasted resources and poor patient outcomes.

The solution

What was built

A Radio-multiomics hub and a data-driven selection algorithm that matches patients to immunotherapies by integrating MRI images with single-cell tissue maps.

Audience

Who needs this

Biotech companies developing DC vaccinationsPrecision oncology diagnostic firmsNeuro-oncology clinical research organizationsAI medical imaging software developers
Business applications

Who can put this to work

Pharmaceuticals
enterprise
Target: Immunotherapy drug developers

If you are a drug developer dealing with inconsistent clinical trial results — this project developed a data-driven selection algorithm that matches patients to the most suitable immunotherapy. This reduces the risk of trial failure by identifying the right patient subsets from the start.

Medical Imaging
mid-size
Target: MRI software providers

If you are a software provider dealing with the lack of biological context in radiology — this project developed a Radio-multiomics hub that integrates MRI images with tissue maps. This allows for more accurate monitoring of treatment efficacy and tumor progression.

Diagnostics
SME
Target: Precision oncology labs

If you are a diagnostic lab dealing with the high heterogeneity of glioblastomas — this project developed a patient stratification tool using single-cell multiomics. This enables the delivery of personalized therapy matching based on actual tumor-host interactions.

Frequently asked

Quick answers

What is the cost or pricing model for the Radio-multiomics hub?

Based on available project data, no pricing or cost information is provided as the project is currently in the research and development phase.

Can this be scaled to other types of cancer?

Yes, the project establishes a framework for personalized therapy that is applicable to other cancers beyond glioblastoma and paediatric high-grade gliomas.

What is the IP and licensing strategy for the selection algorithm?

Based on available project data, the project adopts open science principles and FAIR data standards, though specific commercial licensing terms are not listed.

How does this integrate into existing clinical workflows?

The tool is designed as a hub available to clinical professionals to perform patient stratification and interpret longitudinal follow-up through non-invasive MRI images.

What is the timeline for clinical deployment?

The project period runs from 2024-01-01 to 2028-12-31, suggesting the tool will be refined through this window.

Consortium

Who built it

The consortium is well-balanced for a translation project, consisting of 15 partners across 10 countries. It features a strong academic base (7 universities and 4 research institutes) to handle the complex multiomics, while maintaining a 20% industry ratio with 3 companies (including 3 SMEs) to ensure the resulting AI tools are commercially viable and clinically applicable.

How to reach the team

Contact the Katholieke Universiteit Leuven research office regarding the Radio-multiomics hub.

Next steps

Talk to the team behind this work.

Contact us to identify potential licensing opportunities for the GLIOMATCH selection algorithm.

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