Myelodysplasia-related gene mutations (MRG) have received a lot of attention in recent updates on AML classification and prognosis. Yet, individual MRGs are rare and often lumped together as a single prognostic entity.
We gathered data from close to 5000 patients from multiple European study groups. While the European LeukemiaNet 2022 classifies all MRG mutations as adverse risk, our data show important differences between individual genes.
Key finding: Not all MRG mutations carry the same prognostic weight.
ASXL1, RUNX1, SF3B1, U2AF1 → consistent with ELN adverse risk
SRSF2, STAG2 → consistent with ELN intermediate risk
BCOR, EZH2, ZRSR2 → between ELN intermediate and adverse risk
We are grateful to all collaborators, patients, and study groups who made this effort possible!
Read the full paper:
https://lnkd.in/eJaVyN58
Dresden, Germany
Differential prognostic impact of myelodysplasia-related gene mutations in AML
Current Projects
Contact Us
contact@ai-in-cancer.org
Understanding Blood Cancer Biology with Unsupervised Learning
Personalized antineoplastic treatment is a crucial advancement in cancer…
Medical Data Generation with Adversarial Networks
The term ‚big data‘ is increasingly used as a…
Predicting Treatment Response with Supervised Learning
Personalized antineoplastic treatment is a crucial advancement in cancer…
A New ‚Foundation‘ for AI Models in Healthcare
A common challenge in the age of ‚big data‘…
Diagnosis of Blood Cancer with Computer Vision
As of now, the evaluation of bone marrow smears…





