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本文引用的文献

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Classification of adult-type diffuse gliomas: Impact of the World Health Organization 2021 update.成人型弥漫性胶质瘤分类:世界卫生组织 2021 年更新的影响。
Brain Pathol. 2022 Jul;32(4):e13062. doi: 10.1111/bpa.13062. Epub 2022 Mar 14.
2
The 2021 WHO Classification of Tumors of the Central Nervous System: a summary.2021 年世卫组织中枢神经系统肿瘤分类:概述。
Neuro Oncol. 2021 Aug 2;23(8):1231-1251. doi: 10.1093/neuonc/noab106.
3
Widespread overexpression from the four DNA hypermethylated HOX clusters in aggressive (IDHwt) glioma is associated with H3K27me3 depletion and alternative promoter usage.四个 DNA 高甲基化 HOX 簇在侵袭性(IDHwt)神经胶质瘤中的广泛过表达与 H3K27me3 耗竭和替代启动子使用有关。
Mol Oncol. 2021 Aug;15(8):1995-2010. doi: 10.1002/1878-0261.12944. Epub 2021 May 2.
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Promoter DNA Hypermethylation and Paradoxical Gene Activation.启动子 DNA 高甲基化与反常基因激活。
Trends Cancer. 2020 May;6(5):392-406. doi: 10.1016/j.trecan.2020.02.007. Epub 2020 Mar 4.
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HOX gene cluster (de)regulation in brain: from neurodevelopment to malignant glial tumours.HOX 基因簇在脑内的(去)调控:从神经发育到恶性神经胶质瘤。
Cell Mol Life Sci. 2020 Oct;77(19):3797-3821. doi: 10.1007/s00018-020-03508-9. Epub 2020 Apr 1.
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Tumor mutational burden is associated with poor outcomes in diffuse glioma.肿瘤突变负担与弥漫性神经胶质瘤的不良预后相关。
BMC Cancer. 2020 Mar 12;20(1):213. doi: 10.1186/s12885-020-6658-1.
7
A novel molecular link between HOXA9 and WNT6 in glioblastoma identifies a subgroup of patients with particular poor prognosis.HOXA9 与 WNT6 之间的新分子联系在胶质母细胞瘤中确定了一组具有特殊不良预后的患者。
Mol Oncol. 2020 Jun;14(6):1224-1241. doi: 10.1002/1878-0261.12633. Epub 2020 May 6.
8
CDKN2A homozygous deletion is a strong adverse prognosis factor in diffuse malignant IDH-mutant gliomas.CDKN2A 纯合缺失是弥漫性恶性 IDH 突变型神经胶质瘤的一个强烈不良预后因素。
Neuro Oncol. 2019 Dec 17;21(12):1519-1528. doi: 10.1093/neuonc/noz124.
9
Transcriptional alterations in glioma result primarily from DNA methylation-independent mechanisms.胶质瘤中的转录改变主要源自于 DNA 甲基化非依赖机制。
Genome Res. 2019 Oct;29(10):1605-1621. doi: 10.1101/gr.249219.119. Epub 2019 Sep 18.
10
Determining cell type abundance and expression from bulk tissues with digital cytometry.利用数字细胞术从组织样本中测定细胞类型丰度和表达。
Nat Biotechnol. 2019 Jul;37(7):773-782. doi: 10.1038/s41587-019-0114-2. Epub 2019 May 6.

整合分子分析显示,HOX 基因的高甲基化和过表达是异柠檬酸脱氢酶突变型胶质瘤的不良预后标志物。

Integrated molecular analysis reveals hypermethylation and overexpression of HOX genes to be poor prognosticators in isocitrate dehydrogenase mutant glioma.

机构信息

Princess Margaret Cancer Center and MacFeeters-Hamilton Center for Neuro-Oncology Research, University Health Network, Toronto, Ontario, Canada.

Faculty of Science, Thompson Rivers University, Kamloops, British Columbia, Canada.

出版信息

Neuro Oncol. 2023 Nov 2;25(11):2028-2041. doi: 10.1093/neuonc/noad126.

DOI:10.1093/neuonc/noad126
PMID:37474126
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10628942/
Abstract

BACKGROUND

Diffuse gliomas represent over 80% of malignant brain tumors ranging from low-grade to aggressive high-grade lesions. Within isocitrate dehydrogenase (IDH)-mutant gliomas, there is a high variability in survival and a need to more accurately predict outcome.

METHODS

To identify and characterize a predictive signature of outcome in gliomas, we utilized an integrative molecular analysis (using methylation, mRNA, copy number variation (CNV), and mutation data), analyzing a total of 729 IDH-mutant samples including a test set of 99 from University Health Network (UHN) and 2 validation cohorts including the German Cancer Research Center (DKFZ) and The Cancer Genome Atlas (TCGA).

RESULTS

Cox regression analysis of methylation data from the UHN cohort identified CpG-based signatures that split the glioma cohort into 2 prognostic groups strongly predicting survival that were validated using 2 independent cohorts from TCGA and DKFZ (all P-values < .0001). The methylation signatures that predicted poor outcomes also exhibited high CNV instability and hypermethylation of HOX gene probes. Integrated multi-platform analyses using mRNA and methylation (iRM) showed that parallel HOX gene overexpression and simultaneous hypermethylation were significantly associated with increased mutational load, high aneuploidy, and worse survival (P-value < .0001). A 7-HOX gene signature was developed and validated using the most significantly associated HOX genes with patient outcome in both 1p/19q codeleted and non-codeleted IDHmut gliomas.

CONCLUSIONS

HOX gene methylation and expression provide important prognostic information in IDH-mutant gliomas that are not captured by current molecular diagnostics. A 7-HOX gene signature of outcome shows significant survival differences in both 1p/19q codeleted and non-codeleted IDH-mutant gliomas.

摘要

背景

弥漫性神经胶质瘤占恶性脑肿瘤的 80%以上,包括从低级别到侵袭性高级别的病变。在异柠檬酸脱氢酶(IDH)突变型神经胶质瘤中,生存存在很大的变异性,需要更准确地预测预后。

方法

为了确定和描述 IDH 突变型神经胶质瘤中预后的预测性特征,我们利用整合的分子分析(使用甲基化、mRNA、拷贝数变异(CNV)和突变数据),分析了总共 729 例 IDH 突变型样本,包括 UHN 队列的 99 例测试集和 2 个验证队列,包括德国癌症研究中心(DKFZ)和癌症基因组图谱(TCGA)。

结果

UHN 队列的甲基化数据 Cox 回归分析确定了基于 CpG 的特征,将神经胶质瘤队列分为 2 个预后组,强烈预测生存,使用 TCGA 和 DKFZ 的 2 个独立队列进行验证(均 P 值<.0001)。预测不良预后的甲基化特征也表现出高 CNV 不稳定性和 HOX 基因探针的高甲基化。使用 mRNA 和甲基化的综合多平台分析(iRM)显示,HOX 基因的平行过表达和同时的高甲基化与突变负荷增加、高非整倍体和更差的生存显著相关(P 值<.0001)。使用与 IDHmut 神经胶质瘤患者预后最显著相关的 HOX 基因,开发并验证了一个 7-HOX 基因特征。

结论

HOX 基因甲基化和表达在 IDH 突变型神经胶质瘤中提供了重要的预后信息,这些信息不能被当前的分子诊断所捕捉。7-HOX 基因预后特征在 1p/19q 联合缺失和非联合缺失的 IDHmut 神经胶质瘤中显示出显著的生存差异。