O6 -甲基鸟嘌呤 DNA 甲基转移酶(MGMT)启动子甲基化状态与胶质母细胞瘤磁共振成像纹理特征和预后的相关性。

IF 1.4 Q4 ONCOLOGY Molecular and clinical oncology Pub Date : 2024-11-12 eCollection Date: 2025-01-01 DOI:10.3892/mco.2024.2803
Rujia Wang, Zhengjun Sun, Jinghua Sun, Menhua Ma, Haiping Wang
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引用次数: 0

摘要

O6-甲基鸟嘌呤DNA甲基转移酶(MGMT)启动子甲基化与胶质母细胞瘤患者的预后有关。为了促进胶质母细胞瘤分子表型的鉴别和提高分子影像诊断的准确性,本回顾性研究分析了MGMT启动子甲基化与胶质母细胞瘤磁共振成像(MRI)纹理特征和预后之间的关系。本研究共纳入了128例经病理诊断为胶质母细胞瘤并接受了术前磁共振成像检查的患者。使用 3D Slicer 软件提取了 MRI 纹理特征,并评估了它们与 MGMT 启动子甲基化的关系。在有甲基化和未甲基化 MGMT 启动子的胶质母细胞瘤之间,共有七种 MRI 纹理特征存在显著差异:能量、熵、均匀性、自相关性、灰度共现矩阵的方差、灰度不均匀性和聚类阴影。MGMT启动子甲基化和未甲基化的胶质母细胞瘤在肿瘤位置上有所不同,前者主要位于颞叶[模型I,曲线下面积(AUC):0.697]。在磁共振成像纹理特征中,甲基化组之间的差异显著(模型 II,AUC:0.838)。甲基化和未甲基化的 MGMT 启动子患者之间、术前 Karnofsky 表情状态(KPS)评分≥80 的患者与 MGMT 启动子患者之间的总生存期(OS)存在明显差异。在 MGMT 启动子甲基化状态预测方面,磁共振成像纹理特征比磁共振成像特征的诊断性能更高、更准确。对于术前KPS评分≥80分的胶质母细胞瘤患者,MGMT启动子甲基化的患者的OS明显更长。同时接受放化疗的患者的预后明显优于单独接受放化疗的患者。总之,本研究为检测MGMT启动子甲基化提供了一种无创、经济有效的方法,可大大促进胶质母细胞瘤患者的个性化治疗计划,从而改善他们的生活质量。
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Correlations of O6 ‑methylguanine DNA methyltransferase (MGMT) promoter methylation status with magnetic resonance imaging texture features and prognosis of glioblastomas.

O6-methylguanine DNA methyltransferase (MGMT) promoter methylation is associated with the prognosis of patients with glioblastomas. With the aim of facilitating the discrimination of glioblastoma molecular phenotypes and improving the accuracy of molecular imaging diagnosis, the present retrospective study analyzed the association between MGMT promoter methylation and glioblastoma magnetic resonance imaging (MRI) texture features and prognosis. A total of 128 patients with pathologically diagnosed glioblastoma who had undergone preoperative MRI were enrolled. MRI texture features were extracted using 3D Slicer software and their relationship with MGMT promoter methylation was evaluated. In total, seven MRI texture features were significantly different between glioblastomas with methylated and unmethylated MGMT promoters-energy, entropy, uniformity, autocorrelation, and variance in gray level co-occurrence matrix, gray level non-uniformity and cluster shade. Glioblastomas with methylated and unmethylated MGMT promoters differed in tumor location, with the former predominantly located in the temporal lobe [Model I, area under the curve (AUC): 0.697]. Among MRI texture features, variance was significantly different between methylation groups (Model II, AUC: 0.838). Significant overall survival (OS) differences were noticed between patients with methylated and unmethylated MGMT promoters, between patients with preoperative Karnofsky performance status (KPS) scores ≥80 and <80, and among patients with glioblastoma who received radiotherapy, chemotherapy, or concurrent chemoradiotherapy. The seven MRI texture features may serve as independent predictors of prognosis for patients with glioblastoma with methylated MGMT promoters. MRI texture features demonstrated improved and more accurate diagnostic performance than MRI features regarding MGMT promoter methylation status prediction. For patients with glioblastoma with preoperative KPS scores ≥80, those with methylated MGMT promoters had significantly longer OS. Concurrent chemoradiotherapy had a significantly improved prognosis than either radiotherapy or chemotherapy alone. In summary, the present study provided a non-invasive, cost-effective method for detecting MGMT promoter methylation and can significantly contribute to personalized treatment planning for patients with glioblastoma, potentially improving their quality of life.

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