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HSC commitment–associated epigenetic signature is prognostic in acute myeloid leukemia

机译:HSC承诺相关的表观遗传学特征可用于急性髓细胞白血病的预后

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Acute myeloid leukemia (AML) is characterized by disruption of HSC and progenitor cell differentiation. Frequently, AML is associated with mutations in genes encoding epigenetic modifiers. We hypothesized that analysis of alterations in DNA methylation patterns during healthy HSC commitment and differentiation would yield epigenetic signatures that could be used to identify stage-specific prognostic subgroups of AML. We performed a nano HpaII-tiny-fragment-enrichment-by-ligation-mediated-PCR (nanoHELP) assay to compare genome-wide cytosine methylation profiles between highly purified human long-term HSC, short-term HSC, common myeloid progenitors, and megakaryocyte-erythrocyte progenitors. We observed that the most striking epigenetic changes occurred during the commitment of short-term HSC to common myeloid progenitors and these alterations were predominantly characterized by loss of methylation. We developed a metric of the HSC commitment–associated methylation pattern that proved to be highly prognostic of overall survival in 3 independent large AML patient cohorts, regardless of patient treatment and epigenetic mutations. Application of the epigenetic signature metric for AML prognosis was superior to evaluation of commitment-based gene expression signatures. Together, our data define a stem cell commitment–associated methylome that is independently prognostic of poorer overall survival in AML.
机译:急性髓细胞性白血病(AML)的特征是破坏HSC和祖细胞分化。 AML通常与编码表观遗传修饰子的基因突变有关。我们假设分析健康HSC承诺和分化过程中DNA甲基化模式的变化将产生表观遗传学特征,可用于鉴定AML的特定阶段预后亚组。我们进行了纳米HpaII-通过连接介导的PCR进行的小片段富集(nanoHELP)分析,以比较高度纯化的人类长期HSC,短期HSC,常见髓样祖细胞和巨核细胞-红细胞祖细胞。我们观察到最显着的表观遗传变化发生在对普通髓样祖细胞的短期HSC承诺期间,这些变化的主要特征是甲基化的丧失。我们开发了一种与HSC承诺相关的甲基化模式的指标,该指标被证明可高度预后3个独立的大型AML患者队列的总体生存率,而不论患者治疗和后生突变如何。表观遗传特征量度在AML预后中的应用优于基于承诺的基因表达特征的评估。总之,我们的数据定义了与干细胞承诺相关的甲基化组,可独立预测AML总体生存期较差。

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