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Updated: Sep 23, 2025

Immunostaining for DNA Modifications: Computational Analysis of Confocal Images
Published on: September 7, 2017
A Dysregulated DNA Methylation Landscape Linked to Gene Expression in MLL-Rearranged AML
Michael A Koldobskiy1,2, Jordi Abante3, Garrett Jenkinson1,3,4
1Center for Epigenetics, Johns Hopkins University School of Medicine , Baltimore, MD, USA.
This study reveals significant epigenetic alterations in KMT2A (MLL) gene-rearranged acute myeloid leukaemia (AML). Researchers found genome-wide hypomethylation and increased DNA methylation entropy, linking these changes to the disease
Area of Science:
- * Molecular Biology
- * Genomics
- * Cancer Epigenetics
Background:
- * KMT2A (MLL) gene translocations characterize an aggressive acute myeloid leukaemia (AML) subtype.
- * This AML subtype exhibits a distinct gene expression profile and low mutation frequency.
- * Comprehensive epigenetic analysis, particularly using whole genome bisulphite sequencing (WGBS), has been lacking for MLL-rearranged (MLL-r) AML.
Purpose of the Study:
- * To investigate epigenetic dysregulation in MLL-r AML using WGBS.
- * To compare the epigenome of MLL-r AML samples with normal myeloid controls.
- * To analyze DNA methylation patterns, including mean methylation and methylation stochasticity.
Main Methods:
- * Whole genome bisulphite sequencing (WGBS) was performed on nine MLL-r AML samples and six normal myeloid controls.
- * A computational method was employed to analyze mean DNA methylation and methylation stochasticity.
- * Epigenetic alterations were mapped to key genes and regulatory elements.
Main Results:
- * MLL-r AML exhibits a dramatically altered epigenetic profile characterized by genome-wide hypomethylation.
- * A markedly increased DNA methylation entropy was observed, indicating a disordered epigenome.
- * Methylation discordance was identified at bivalent promoters and active enhancers, correlating with known MLL-r AML expression signatures.
Conclusions:
- * The study establishes a link between epigenetic dysregulation and the transcriptional program in MLL-r AML.
- * Significant associations were found between methylation stochasticity discordances and gene expression.
- * These findings highlight the role of the altered epigenetic landscape in the MLL-r AML phenotype.
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