Hox基因
异柠檬酸脱氢酶
生物
DNA甲基化
胶质瘤
甲基化
IDH2型
肿瘤科
癌症研究
基因
遗传学
IDH1
突变体
基因表达
医学
生物化学
酶
作者
Yasin Mamatjan,Mathew Voisin,Farshad Nassiri,Fábio Ynoe de Moraes,Severa Bunda,Jonathan So,Mira Salih,Mitsuaki Shirahata,Takahiro Ono,Hiroaki Shimizu,Daniel Schrimpf,Andreas von Deimling,Kenneth Aldape,Gelareh Zadeh
出处
期刊:Neuro-oncology
[Oxford University Press]
日期:2023-07-20
卷期号:25 (11): 2028-2041
被引量:2
标识
DOI:10.1093/neuonc/noad126
摘要
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.
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