Kuo I-Ying, Chang Jia-Ming, Jiang Shih-Sheng, Chen Chung-Hsin, Chang I-Shou, Sheu Bor-Shyang, Lu Pei-Jung, Chang Wei-Lun, Lai Wu-Wei, Wang Yi-Ching
1. Institute of Basic Medical Sciences, National Cheng Kung University, Tainan, Taiwan;
2. Institute of Clinical Medicine, National Cheng Kung University, Tainan, Taiwan; ; 3. Department of Surgery, Chia-Yi Christian Hospital, Chiayi, Taiwan;
Int J Med Sci. 2014 May 30;11(8):779-87. doi: 10.7150/ijms.7405. eCollection 2014.
Esophageal squamous cell carcinoma (ESCC) is an aggressive cancer with poor prognosis. We aimed to identify a panel of CpG methylation biomarkers for prognosis prediction of ESCC patients.
Illumina's GoldenGate methylation array, supervised principal components, Kaplan-Meier survival analyses and Cox regression model were conducted on dissected tumor tissues from a training cohort of 40 ESCC patients to identify potential CpG methylation biomarkers. Pyrosequencing quantitative methylation assay were performed to validate prognostic CpG methylation biomarkers in 61 ESCC patients. The correlation between DNA methylation and RNA expression of a validated marker, SOX17, was examined in a validation cohort of 61 ESCC patients.
We identified a panel of nine CpG methylation probes located at promoter or exon1 region of eight genes including DDIT3, FES, FLT3, NTRK3, SEPT5, SEPT9, SOX1, and SOX17, for prognosis prediction in ESCC patients. Risk score calculated using the eight-gene panel statistically predicted poor outcome for patients with high risk score. These eight-gene also showed a significantly higher methylation level in tumor tissues than their corresponding normal samples in all patients analyzed. In addition, we also detected an inverse correlation between CpG hypermethylation and the mRNA expression level of SOX17 gene in ESCC patients, indicating that DNA hypermethylation was responsible for decreased expression of SOX17.
This study established a proof-of-concept CpG methylation biomarker panel for ESCC prognosis that can be further validated by multiple cohort studies. Functional characterization of the eight prognostic methylation genes in our biomarker panel could help to dissect the mechanism of ESCC tumorigenesis.
食管鳞状细胞癌(ESCC)是一种侵袭性癌症,预后较差。我们旨在鉴定一组用于预测ESCC患者预后的CpG甲基化生物标志物。
对来自40例ESCC患者训练队列的肿瘤组织进行Illumina的GoldenGate甲基化芯片检测、监督主成分分析、Kaplan-Meier生存分析和Cox回归模型,以鉴定潜在的CpG甲基化生物标志物。对61例ESCC患者进行焦磷酸测序定量甲基化检测,以验证预后性CpG甲基化生物标志物。在61例ESCC患者的验证队列中检测已验证标志物SOX17的DNA甲基化与RNA表达之间的相关性。
我们鉴定出一组九个位于八个基因(包括DDIT3、FES、FLT3、NTRK3、SEPT5、SEPT9、SOX1和SOX17)启动子或外显子1区域的CpG甲基化探针,用于预测ESCC患者的预后。使用八基因组合计算的风险评分在统计学上预测高风险评分患者的预后不良。在所有分析的患者中,这八个基因在肿瘤组织中的甲基化水平也显著高于其相应的正常样本。此外,我们还在ESCC患者中检测到SOX17基因的CpG高甲基化与mRNA表达水平呈负相关,表明DNA高甲基化导致SOX17表达降低。
本研究建立了一个用于ESCC预后的概念验证性CpG甲基化生物标志物组合,可通过多个队列研究进一步验证。我们生物标志物组合中八个预后甲基化基因的功能表征有助于剖析ESCC的肿瘤发生机制。