BACKGROUND: The DNA repair protein O6-methylguanine-DNA methyltransferase (MGMT) may cause resistance of tumor cells to alkylating agents and is a predictive biomarker in high-grade gliomas treated with temozolomide. Recent European Association of Neuro-Oncology (EANO) guidelines recommend internal validation of MGMT methylation cutoffs and reporting of gray zone values. This study aimed to develop a method to derive a gray zone from pyrosequencing MGMT methylation data. METHODS: We developed a method to find the optimal gray zone using pyrosequencing MGMT methylation values (CpG sites 72-83) from 308 glioblastoma cases with overall survival data. Each integer below the methylated threshold defined a new possible gray zone and categorization which was used as a variable in a multivariate Cox proportional hazards regression model. The optimal gray zone was selected as the option that had a statistically different survival function from the methylated and unmethylated groups, with the largest log-likelihood ratio test statistic. We applied the method to a validation cohort of 115 glioblastoma cases. RESULTS: Our method successfully identified a gray zone in our development cohort. The following categorization gave 3 distinct survival functions: methylated â¥12% (nâ =â 152 cases), gray zone 5%-12% (nâ =â 43), and unmethylated <5% (nâ =â 113). This categorization was better at predicting survival than the existing categorization (methylated â¥12%, unmethylated <12%). Validating our method showed a sufficient sample size and time to follow up is recommended to apply our method. CONCLUSIONS: We have developed a translatable method to identify the optimal MGMT gray zone from pyrosequencing data in line with recent EANO guidelines, to enhance clinical decision-making.
Defining the recommended gray zone in O6-methylguanine-DNA methyltransferase promoter methylation pyrosequencing reporting: A robust, translatable method to implement new EANO guidelines.
定义 O6-甲基鸟嘌呤-DNA 甲基转移酶启动子甲基化焦磷酸测序报告中推荐的灰色区域:一种稳健、可转化的方法来实施新的 EANO 指南
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作者:Taylor Polly, Cruickshank Gabrielle, Wildman Jack, Doyle George, Whittaker Ed, Walker Sara, McKeeve Claire, Faulkner Claire, Yarram-Smith Laura, White Paul, Kurian Kathreena M
| 期刊: | NeuroOncology Advances | 影响因子: | 4.100 |
| 时间: | 2025 | 起止号: | 2025 Mar 22; 7(1):vdaf061 |
| doi: | 10.1093/noajnl/vdaf061 | 研究方向: | 表观遗传 |
| 信号通路: | DNA甲基化 | ||
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