An Epigenetic Biomarker Panel for Glioblastoma Multiforme Personalized Medicine through DNA Methylation Analysis of Human Embryonic Stem Cell-like Signature

被引:21
|
作者
Chiang, Jung-Hsien [1 ]
Cheng, Wan-Shu [1 ]
Hood, Leroy [2 ]
Tian, Qiang [2 ]
机构
[1] Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan 70101, Taiwan
[2] Inst Syst Biol, Seattle, WA USA
基金
美国国家卫生研究院;
关键词
INTEGRATED GENOMIC ANALYSIS; ADULT NERVOUS-SYSTEM; SONIC HEDGEHOG; GROWTH-FACTOR; NEURAL DEVELOPMENT; GENE-EXPRESSION; TELENCEPHALIC PROGENITORS; DEFINED FACTORS; MULTIPLE ROLES; FACTOR BRN-2;
D O I
10.1089/omi.2013.0084
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Alterations of DNA methylation occur during the course of both stem cell development and tumorigenesis. We present a novel strategy that can be used to stratify glioblastoma multiforme (GBM) patients through the epigenetic states of genes associated with human embryonic stem cell (hESC) identity in order to 1) assess linkages between the methylation signatures of these stem cell genes and survival of GBM patients, and 2) delineate putative mechanisms leading to poor prognosis in some patient subgroups. A DNA methylation signature was established for stratifying GBM patients into several hESC methylator subgroups. The hESC methylator-negative phenotype has demonstrated poor survival and upregulation of glioma stem cell (GSC) markers, and is enriched in one of the previously defined transcriptomic phenotypesthe mesenchymal phenotype. We further identified a refined signature of 36 genes as the gene panel, including SOX2, POU3F2, FGFR2, GAP43, NTRK2, NTRK3, and NKX2-2, which are highly enriched in the nervous system. Both signatures outperformed the O6-methylguanine-DNA methyltransferase (MGMT) methylation test in predicting patient's outcome. These findings were also validated through an independent dataset of patients. Furthermore, through statistical analyses, both signatures were examined significantly. Hypomethylation of hESC-associated genes predicted poorer clinical outcome in GBM, supporting the idea that epigenetic activation of stem cell genes contributes to GBM aggression. The gene panel presented herein may be developed into clinical assays for patient stratification and future personalized medicine interventions.
引用
收藏
页码:310 / 323
页数:14
相关论文
共 1 条
  • [1] A comparative analysis of DNA methylation across human embryonic stem cell lines
    Chen, Pao-Yang
    Feng, Suhua
    Joo, Jong Wha Joanne
    Jacobsen, Steve E.
    Pellegrini, Matteo
    GENOME BIOLOGY, 2011, 12 (07):