Genome-wide methylation profiling of glioblastoma cell-derived extracellular vesicle DNA allows tumor classification

DNA甲基化 生物 甲基化 癌症研究 液体活检 脑瘤 DNA 分子生物学 计算生物学 癌症 基因 遗传学 基因表达 病理 医学
作者
Cécile L. Maire,Marceline M Fuh,Kerstin Kaulich,Krystian Fita,Ines Stevic,Dieter Henrik Heiland,Joshua A. Welsh,Jennifer C. Jones,André Görgens,Tammo Ricklefs,Lasse Dührsen,Thomas Sauvigny,Simon A. Joosse,Guido Reifenberger,Klaus Pantel,Markus Glatzel,András G. Miklósi,James H. Felce,Marco Caselli,Valerio Pereno,Rudolph Reimer,Hartmut Schlüter,Manfred Westphal,Ulrich Schüller,Katrin Lamszus,Franz Ricklefs
出处
期刊:Neuro-oncology [Oxford University Press]
卷期号:23 (7): 1087-1099 被引量:59
标识
DOI:10.1093/neuonc/noab012
摘要

Genome-wide DNA methylation profiling has recently been developed into a tool that allows tumor classification in central nervous system tumors. Extracellular vesicles (EVs) are released by tumor cells and contain high molecular weight DNA, rendering EVs a potential biomarker source to identify tumor subgroups, stratify patients and monitor therapy by liquid biopsy. We investigated whether the DNA in glioblastoma cell-derived EVs reflects genome-wide tumor methylation and mutational profiles and allows noninvasive tumor subtype classification.DNA was isolated from EVs secreted by glioblastoma cells as well as from matching cultured cells and tumors. EV-DNA was localized and quantified by direct stochastic optical reconstruction microscopy. Methylation and copy number profiling was performed using 850k arrays. Mutations were identified by targeted gene panel sequencing. Proteins were differentially quantified by mass spectrometric proteomics.Genome-wide methylation profiling of glioblastoma-derived EVs correctly identified the methylation class of the parental cells and original tumors, including the MGMT promoter methylation status. Tumor-specific mutations and copy number variations (CNV) were detected in EV-DNA with high accuracy. Different EV isolation techniques did not affect the methylation profiling and CNV results. DNA was present inside EVs and on the EV surface. Proteome analysis did not allow specific tumor identification or classification but identified tumor-associated proteins that could potentially be useful for enriching tumor-derived circulating EVs from biofluids.This study provides proof of principle that EV-DNA reflects the genome-wide methylation, CNV, and mutational status of glioblastoma cells and enables their molecular classification.
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