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胶质母细胞瘤中启动子甲基化的定量分析表明存在非线性预后效应。

Quantitative analysis of promoter methylation in glioblastoma suggests nonlinear prognostic effect.

作者信息

Gibson David, Ravi Akshay, Rodriguez Eduardo, Chang Susan, Oberheim Bush Nancy, Taylor Jennie, Clarke Jennifer, Solomon David, Scheffler Aaron, Witte John, Lambing Hannah, Okada Hideho, Berger Mitchel, Chehab Farid, Butowski Nicholas A

机构信息

Department of Neurological Surgery, Division of Neuro-Oncology, University of California, San Francisco, California, USA.

Department of Pathology, University of California, San Francisco, California, USA.

出版信息

Neurooncol Adv. 2023 Sep 19;5(1):vdad115. doi: 10.1093/noajnl/vdad115. eCollection 2023 Jan-Dec.

Abstract

BACKGROUND

Epigenetic inhibition of the () gene has emerged as a clinically relevant prognostic marker in glioblastoma (GBM). Methylation of the promoter has been shown to increase chemotherapy efficacy. While traditionally reported as a binary marker, recent methodological advancements have led to quantitative methods of measuring promoter methylation, providing clearer insight into its functional relationship with survival.

METHODS

A CLIA assay and bisulfite sequencing was utilized to develop a quantitative, 17-point, promoter methylation index. GBMs of 240 newly diagnosed patients were sequenced and risk for mortality was assessed. Nonlinearities were captured by fitting splines to Cox proportional hazard models and plotting smoothed residuals. Covariates included age, Karnofsky performance status, mutation, and extent of resection.

RESULTS

Median follow-up time and progression-free survival were 16 and 9 months, respectively. A total of 176 subjects experienced death. A one-unit increase in promoter CpG methylation resulted in a 4% reduction in hazard (95% CI 0.93-0.99,  < .005). GBM patients with low levels of promoter methylation (1-6 CpG sites) fared markedly worse (HR = 1.62, 95% CI 1.03-2.54,  < .036) than individuals who were unmethylated. Subjects with medium levels of promoter methylation (7-12 sites) had the greatest reduction in hazard (HR = 0.48, 95% CI 0.29-0.80,  < .004), followed by individuals in the highest promoter methylation tertile (HR = 0.62, 95% CI 0.40-0.97,  < .035).

CONCLUSIONS

Our findings suggest that the relationship between the extent of promoter methylation and survival in GBM may be nonlinear. These findings challenge the current understanding of and underlines the clinical importance of determining its prognostic utility. Potential limitations include censoring, sample size, and extraneous mutations.

摘要

背景

()基因的表观遗传抑制已成为胶质母细胞瘤(GBM)中具有临床相关性的预后标志物。启动子的甲基化已被证明可提高化疗疗效。虽然传统上被报告为二元标志物,但最近的方法学进展已导致测量启动子甲基化的定量方法,从而更清楚地了解其与生存的功能关系。

方法

利用化学发光免疫分析(CLIA)检测法和亚硫酸氢盐测序来开发一种定量的、17分的启动子甲基化指数。对240例新诊断患者的GBM进行测序,并评估死亡风险。通过将样条拟合到Cox比例风险模型并绘制平滑残差来捕捉非线性。协变量包括年龄、卡诺夫斯基表现状态、突变和切除范围。

结果

中位随访时间和无进展生存期分别为16个月和9个月。共有176名受试者死亡。启动子CpG甲基化增加一个单位会导致风险降低4%(95%置信区间0.93 - 0.99,P < 0.005)。启动子甲基化水平低(1 - 6个CpG位点)的GBM患者的情况明显比未甲基化的个体更差(风险比 = 1.62,95%置信区间1.03 - 2.54,P < 0.036)。启动子甲基化水平中等(7 - 12个位点)的受试者风险降低最大(风险比 = 0.48,95%置信区间0.29 - 0.80,P < 0.004),其次是启动子甲基化处于最高三分位数的个体(风险比 = 0.62,95%置信区间0.40 - 0.97,P < 0.035)。

结论

我们的研究结果表明,GBM中启动子甲基化程度与生存之间的关系可能是非线性的。这些发现挑战了目前对(该基因相关情况)的理解,并强调了确定其预后效用的临床重要性。潜在的局限性包括删失、样本量和无关突变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4c0/10611422/c02d523d6ebb/vdad115_fig1.jpg

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