Koldobskiy Michael A, Abante Jordi, Jenkinson Garrett, Pujadas Elisabet, Tetens Ashley, Zhao Feifei, Tryggvadottir Rakel, Idrizi Adrian, Reinisch Andreas, Majeti Ravindra, Goutsias John, Feinberg Andrew P
Center for Epigenetics, Johns Hopkins University School of Medicine , Baltimore, MD, USA.
Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine , Baltimore, MD, USA.
Epigenetics. 2020 Aug;15(8):841-858. doi: 10.1080/15592294.2020.1734149. Epub 2020 Feb 29.
Translocations of the (MLL) gene define a biologically distinct and clinically aggressive subtype of acute myeloid leukaemia (AML), marked by a characteristic gene expression profile and few cooperating mutations. Although dysregulation of the epigenetic landscape in this leukaemia is particularly interesting given the low mutation frequency, its comprehensive analysis using whole genome bisulphite sequencing (WGBS) has not been previously performed. Here we investigated epigenetic dysregulation in nine MLL-rearranged (MLL-r) AML samples by comparing them to six normal myeloid controls, using a computational method that encapsulates mean DNA methylation measurements along with analyses of methylation stochasticity. We discovered a dramatically altered epigenetic profile in MLL-r AML, associated with genome-wide hypomethylation and a markedly increased DNA methylation entropy reflecting an increasingly disordered epigenome. Methylation discordance mapped to key genes and regulatory elements that included bivalent promoters and active enhancers. Genes associated with significant changes in methylation stochasticity recapitulated known MLL-r AML expression signatures, suggesting a role for the altered epigenetic landscape in the transcriptional programme initiated by MLL translocations. Accordingly, we established statistically significant associations between discordances in methylation stochasticity and gene expression in MLL-r AML, thus providing a link between the altered epigenetic landscape and the phenotype.
混合谱系白血病(MLL)基因易位定义了急性髓系白血病(AML)一种生物学上独特且临床侵袭性强的亚型,其特征为独特的基因表达谱以及少量协同突变。鉴于该白血病的低突变频率,其表观遗传格局的失调尤其引人关注,然而此前尚未使用全基因组亚硫酸氢盐测序(WGBS)对其进行全面分析。在此,我们通过将9例MLL重排(MLL-r)AML样本与6例正常髓系对照进行比较,采用一种计算方法来研究表观遗传失调,该方法涵盖平均DNA甲基化测量以及甲基化随机性分析。我们发现MLL-r AML中表观遗传谱发生了显著改变,与全基因组低甲基化以及DNA甲基化熵显著增加相关,这反映了表观基因组的无序程度日益增加。甲基化不一致映射到包括双价启动子和活性增强子在内的关键基因和调控元件。与甲基化随机性显著变化相关的基因重现了已知的MLL-r AML表达特征,表明改变的表观遗传格局在由MLL易位引发的转录程序中发挥作用。因此,我们在MLL-r AML中建立了甲基化随机性不一致与基因表达之间的统计学显著关联,从而在改变的表观遗传格局与表型之间建立了联系。