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使用定制 DNA 甲基化测序 panel 对急性髓细胞白血病患者潜在预后 DNA 甲基化生物标志物进行验证研究。

A validation study of potential prognostic DNA methylation biomarkers in patients with acute myeloid leukemia using a custom DNA methylation sequencing panel.

机构信息

Department of Genomics, Institute of Hematology and Blood Transfusion, U Nemocnice 1, 128 20, Prague 2, Czech Republic.

Institute of Clinical and Experimental Hematology, 1st Faculty of Medicine, Charles University, Prague, Czech Republic.

出版信息

Clin Epigenetics. 2022 Feb 11;14(1):22. doi: 10.1186/s13148-022-01242-6.

Abstract

BACKGROUND

Multiple studies have reported the prognostic impact of DNA methylation changes in acute myeloid leukemia (AML). However, these epigenetic markers have not been thoroughly validated and therefore are still not considered in clinical practice. Hence, we aimed to independently verify results of selected studies describing the relationship between DNA methylation of specific genes and their prognostic potential in predicting overall survival (OS) and event-free survival (EFS).

RESULTS

Fourteen studies (published 2011-2019) comprising of 27 genes were subjected to validation by a custom NGS-based sequencing panel in 178 newly diagnosed non-M3 AML patients treated by 3 + 7 induction regimen. The results were considered as successfully validated, if both the log-rank test and multivariate Cox regression analysis had a p-value ≤ 0.05. The predictive role of DNA methylation was confirmed for three studies comprising of four genes: CEBPA (OS: p = 0.02; EFS: p = 0.03), PBX3 (EFS: p = 0.01), LZTS2 (OS: p = 0.05; EFS: p = 0.0003), and NR6A1 (OS: p = 0.004; EFS: p = 0.0003). For all of these genes, higher methylation was an indicator of longer survival. Concurrent higher methylation of both LZTS2 and NR6A1 was highly significant for survival in cytogenetically normal (CN) AML group (OS: p < 0.0001; EFS: p < 0.0001) as well as for the whole AML cohort (OS: p = 0.01; EFS < 0.0001). In contrast, for two studies reporting the poor prognostic effect of higher GPX3 and DLX4 methylation, we found the exact opposite, again linking higher GPX3 (OS: p = 0.006; EFS: p < 0.0001) and DLX4 (OS: p = 0.03; EFS = 0.03) methylation to a favorable treatment outcome. Individual gene significance levels refer to the outcomes of multivariate Cox regression analysis.

CONCLUSIONS

Out of twenty-seven genes subjected to DNA methylation validation, a prognostic role was observed for six genes. Therefore, independent validation studies are necessary to reveal truly prognostic DNA methylation changes and to enable the introduction of these promising epigenetic markers into clinical practice.

摘要

背景

多项研究报告了急性髓系白血病(AML)中 DNA 甲基化变化的预后影响。然而,这些表观遗传标记尚未得到充分验证,因此尚未在临床实践中得到应用。因此,我们旨在独立验证描述特定基因的 DNA 甲基化与其预测总生存率(OS)和无事件生存率(EFS)的预后潜力之间关系的选定研究的结果。

结果

对 178 例新诊断的非 M3 AML 患者进行 3+7 诱导治疗的 14 项研究(发表于 2011 年至 2019 年)中包含的 27 个基因进行了基于定制 NGS 的测序面板的验证。如果对数秩检验和多变量 Cox 回归分析的 p 值均≤0.05,则认为结果得到了成功验证。有三个研究包含四个基因的 DNA 甲基化预测作用得到了证实:CEBPA(OS:p=0.02;EFS:p=0.03)、PBX3(EFS:p=0.01)、LZTS2(OS:p=0.05;EFS:p=0.0003)和 NR6A1(OS:p=0.004;EFS:p=0.0003)。对于所有这些基因,较高的甲基化预示着更长的生存时间。在细胞遗传学正常(CN)AML 组中,LZTS2 和 NR6A1 的同时高甲基化对生存具有高度显著性(OS:p<0.0001;EFS:p<0.0001),在整个 AML 队列中也是如此(OS:p=0.01;EFS<0.0001)。相比之下,对于两项报告较高 GPX3 和 DLX4 甲基化预后不良影响的研究,我们发现了相反的结果,再次表明较高的 GPX3(OS:p=0.006;EFS<0.0001)和 DLX4(OS:p=0.03;EFS=0.03)甲基化与有利的治疗结果相关。单个基因的显著性水平指的是多变量 Cox 回归分析的结果。

结论

在经过 DNA 甲基化验证的 27 个基因中,有 6 个基因具有预后作用。因此,有必要进行独立的验证研究,以揭示真正具有预后意义的 DNA 甲基化变化,并将这些有前途的表观遗传标志物引入临床实践。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/abbe/8832751/63c0b2a7fe6d/13148_2022_1242_Fig1_HTML.jpg

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