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

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
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]
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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