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RNA 测序作为检测核心结合因子急性髓系白血病可测量残留病的替代工具。

RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia.

机构信息

Department of Computer Science, University of Toronto, Toronto, ON, Canada.

The Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada.

出版信息

Sci Rep. 2020 Nov 18;10(1):20119. doi: 10.1038/s41598-020-76933-2.

Abstract

DNA sequencing-based measurable residual disease (MRD) detection has shown to be clinically relevant in AML. However, the same methodology cannot be applied to fusion gene-driven subtypes of AML such as core-binding factor AML (CBF-AML). Here in this study, we evaluated the effectiveness of using DNA and RNA sequencing in MRD detection and in tracking clonal dynamics in CBF-AML. Using RNA-seq, we were able to quantify expression levels of RUNX1-RUNX1T1 and CBFB-MYH11 at diagnosis and their levels of reduction during remission (P < 6.3e-05 and P < 2.2e-13). The level of reduction of RUNX1-RUNX1T1 as measured by RNA-seq and qPCR were highly correlated (R = 0.74, P < 5.4e-05). A decision tree analysis, based on 3-log reduction of RUNX1-RUNX1T1 and cKIT-D816 at diagnosis, stratified RUNX1-RUNX1T1 AML patients into three subgroups. These three subgroups had 2-year overall survival rates at 87%, 74%, and 33% (P < 0.08) and 2-year relapse incidence rates at 13%, 42%, and 67% (P < 0.05). On the other hand, although low residual allelic burden was common, it was not associated with long-term outcome, indicating that mutation clearance alone cannot be interpreted as MRD-negative. Overall, our study demonstrates that the clinical utility of RNA sequencing as a potential tool for MRD monitoring in fusion gene-driven AML such as RUNX1-RUNX1T1 AML.

摘要

基于 DNA 测序的微小残留病灶 (MRD) 检测已被证明与 AML 具有临床相关性。然而,同样的方法不能应用于融合基因驱动的 AML 亚型,如核心结合因子 AML (CBF-AML)。在本研究中,我们评估了使用 DNA 和 RNA 测序在 CBF-AML 的 MRD 检测和跟踪克隆动力学中的有效性。使用 RNA-seq,我们能够定量检测 RUNX1-RUNX1T1 和 CBFB-MYH11 在诊断时的表达水平及其在缓解期的降低水平 (P<6.3e-05 和 P<2.2e-13)。RNA-seq 和 qPCR 测量的 RUNX1-RUNX1T1 降低水平高度相关 (R=0.74,P<5.4e-05)。基于诊断时 RUNX1-RUNX1T1 和 cKIT-D816 降低 3 个对数的决策树分析,将 RUNX1-RUNX1T1 AML 患者分为三个亚组。这三个亚组的 2 年总生存率分别为 87%、74%和 33% (P<0.08),2 年复发率分别为 13%、42%和 67% (P<0.05)。另一方面,尽管低残留等位基因负担很常见,但与长期预后无关,表明突变清除本身不能解释为 MRD 阴性。总的来说,我们的研究表明,RNA 测序作为一种潜在的 MRD 监测工具,在 RUNX1-RUNX1T1 AML 等融合基因驱动的 AML 中具有临床应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ef46/7674449/c9173f8414e7/41598_2020_76933_Fig1_HTML.jpg

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