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Updated: May 9, 2025

Comprehensive DNA Methylation Analysis Using a Methyl-CpG-binding Domain Capture-based Method in Chronic Lymphocytic Leukemia Patients
Published on: June 16, 2017
DNA methylation in primary myelofibrosis is partly associated with driver mutations and distinct from other myeloid
Esra Dursun Torlak1,2, Vithurithra Tharmapalan1,2, Kim Kricheldorf3,4
1Institute for Stem Cell Biology, RWTH Aachen University Medical School, 52074, Aachen, Germany.
Background:
Primary myelofibrosis (PMF) is a clonal blood disorder characterized by mutually exclusive driver mutations in JAK2, CALR, or MPL genes. So far, it is largely unclear if the driver mutations have a specific impact on DNA methylation (DNAm) profiles and how epigenetic alterations in PMF are related to other myeloid malignancies.
Results:
When we compared DNAm profiles from PMF patients we found very similar epigenetic modifications in JAK2 and CALR mutated cases, whereas MPL mutations displayed less pronounced and distinct patterns. Furthermore, induced pluripotent stem cell (iPSC) models with JAK2 mutations indicated only a moderate association with PMF-related epigenetic changes, suggesting that these alterations may not be directly driven by the mutations themselves. Additionally, PMF-associated epigenetic changes showed minimal correlation with allele burden and seemed to be largely influenced by shifts in the cellular composition. PMF DNAm profiles compared with those from other myeloid malignancies-such as acute myeloid leukemia, juvenile myelomonocytic leukemia, and myelodysplastic syndrome-showed numerous overlapping changes, making it difficult to distinguish PMF based on individual CpGs. However, a PMF score created by combining five CpGs was able to discern PMF from other diseases.
Conclusion:
These findings demonstrate that PMF driver mutations do not directly evoke epigenetic changes. While PMF shares epigenetic alterations with other myeloid malignancies, DNA methylation patterns can distinguish between PMF and related diseases.
Insights
Primary myelofibrosis (PMF) driver mutations do not directly cause epigenetic changes. DNA methylation patterns can distinguish PMF from other myeloid malignancies, despite shared alterations.
Area of Science:
- Hematology
- Epigenetics
- Molecular Biology
Background:
- Primary myelofibrosis (PMF) is a clonal blood disorder with known driver mutations (JAK2, CALR, MPL).
- The impact of these mutations on DNA methylation (DNAm) and their relation to other myeloid malignancies remain unclear.
Purpose of the Study:
- To investigate the influence of PMF driver mutations on DNA methylation profiles.
- To explore the relationship between epigenetic alterations in PMF and other myeloid malignancies.
Main Methods:
- Comparison of DNA methylation profiles in PMF patients with different driver mutations.
- Utilizing induced pluripotent stem cell (iPSC) models with JAK2 mutations.
- Analysis of DNA methylation patterns in PMF versus other myeloid malignancies (AML, JMML, MDS).
Main Results:
- JAK2 and CALR mutations showed similar DNAm profiles; MPL mutations had distinct patterns.
- JAK2-mutated iPSC models showed only moderate association with PMF epigenetic changes, suggesting mutations are not the sole drivers.
- PMF epigenetic changes were influenced by cellular composition, not allele burden.
- A five-CpG score effectively distinguished PMF from other myeloid malignancies, despite overlapping DNAm profiles.
Conclusions:
- PMF driver mutations do not directly induce epigenetic changes.
- Epigenetic alterations in PMF overlap with other myeloid malignancies, but specific DNA methylation patterns can differentiate PMF.
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