Disciplines
Computer Sciences (80%); Medical-Theoretical Sciences, Pharmacy (20%)
Keywords
- Larynx Preservation,
- Cancer,
- Multiomic Signature,
- Pharmacogenomics,
- Immune Microenvironment
Abstract
When someone is diagnosed with cancer of the larynx (voice box) or nearby throat
areas, doctors face a difficult decision: try to preserve these vital structures or
remove them completely. Losing the larynx and surrounding throat tissues
compromises the voice and normal swallowing function, resulting in a substantially
reduced quality of life. Currently, doctors rely mainly on basic examinations and
scans to decide whether a patients larynx can be preserved, but these methods lack
precision. Many patients receive chemotherapy before surgery to reduce tumor size,
and to preserve throat function, but it is currently not possible to predict with
accuracy who will benefit from this approach.
Recent advances show that adding immunotherapy treatments that boost the
immune systems ability to fight cancer alongside chemotherapy may significantly
improve survival rates. However, immunotherapy does not work equally well for
everyone. Identifying the subgroup of patients who will respond is paramount but
currently challenging.
This research project is part of an international consortium effort, that will combine
profiling and integration of clinical examinations, medical history, genetic information,
and medical imaging, to predict treatment responses. The Austrian team will develop
machine learning prediction tools aimed at a personalized, data-driven approach to
determine which patients should receive immunotherapy along with chemotherapy,
with the goal of improving cancer control while preserving laryngeal and esophageal
function.
This international research collaboration could lead to better clinical decisions,
eventually improving the quality of life and life expectancy of patients with laryngeal
or hypopharyngeal cancers. It will also help scientists understand the molecular
signatures of immune-refractory tumors, to ultimately devise novel approaches to
effectively treat them.