Methylation profiling

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DNA methylation in primary myelofibrosis is partly associated with driver mutations and distinct from other myeloid malignancies II


ABSTRACT: Primary myelofibrosis (PMF) is a clonal blood disorder linked to mutually exclusive mutations in JAK2, CALR, or MPL genes. To understand the epigenetic effects of these mutations, we analyzed DNA methylation (DNAm) profiles of PMF patients. Notably, no differences were found between JAK2 and CALR mutated cases, whereas MPL mutations showed distinct DNAm patterns. Further investigation in induced pluripotent stem cell (iPSC) models with JAK2 mutations revealed only a moderate link to PMF-related epigenetic changes, suggesting these alterations are not directly caused by the mutations. Additionally, PMF-associated epigenetic changes showed minimal correlation with allele burden and were largely evoked by changes in the cellular composition. When comparing PMF DNAm profiles with those from other myeloid malignancies, such as acute myeloid leukemia, juvenile myelomonocytic leukemia, and myelodysplastic syndrome, many overlapping changes were found, making it difficult to distinguish PMF based on individual CpGs. However, a PMF score created by combining five CpGs successfully differentiated PMF from other diseases in training and validation datasets. These findings demonstrate that PMF driver mutations do not directly evoke epigenetic changes. While PMF shares epigenetic changes with other myeloid malignancies, epigenetic signatures can effectively differentiate PMF from related diseases.

ORGANISM(S): Homo sapiens

PROVIDER: GSE277866 | GEO | 2025/05/07

REPOSITORIES: GEO

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