Department of Computer Science, University of Toronto, Toronto, ON, Canada.
The Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada.
Sci Rep. 2020 Nov 18;10(1):20119. doi: 10.1038/s41598-020-76933-2.
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.
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。