Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Cancer Epidemiol Biomarkers Prev. 2018 Dec;27(12):1527-1535. doi: 10.1158/1055-9965.EPI-18-0454. Epub 2018 Sep 5.
Previous studies support a tumor-suppressor role for across various types of cancers. We aimed to investigate the association between DNA methylation of and overall survival (OS) for patients with early-stage non-small cell lung cancer (NSCLC).
This study included 1,230 patients with early-stage NSCLC. DNA was extracted from lung tumor tissues and DNA methylation was measured using Illumina Infinium HumanMethylation450 BeadChips. The association between DNA methylation and OS was first tested using Cox regression on a discovery cohort and then validated in an independent cohort. Next, the association between DNA methylation and gene expression was investigated in two independent cohorts. Finally, the association between gene expression and OS was investigated in three independent groups of patients.
Three novel DNA methylation sites in were significantly associated with OS in two groups of patients. Patients with hypermethylation in the DNA methylation sites had significantly longer survival than the others in both the discovery cohort (HR, 0.62; = 2.02 × 10) and validation cohort (HR, 0.55; = 4.44 × 10). The three DNA methylation sites were significantly associated with expression, which was also associated with OS.
Using clinical data from a large population, we illustrated the association between DNA methylation of and OS of early-stage NSCLC.
We provide evidence of plausibility for building biomarkers on DNA methylation of for OS of early-stage NSCLC, thus filling a gap between previous studies and clinical applications.
先前的研究支持 在各种类型的癌症中发挥肿瘤抑制作用。我们旨在研究早期非小细胞肺癌(NSCLC)患者中 基因的 DNA 甲基化与总生存期(OS)之间的关系。
本研究纳入了 1230 例早期 NSCLC 患者。从肺部肿瘤组织中提取 DNA,并使用 Illumina Infinium HumanMethylation450 BeadChips 测量 DNA 甲基化。首先在发现队列中使用 Cox 回归检验 DNA 甲基化与 OS 的关联,然后在独立队列中进行验证。接下来,在两个独立队列中研究 DNA 甲基化与基因表达之间的关联。最后,在三组患者中研究基因表达与 OS 的关系。
在两个患者群体中,有三个新的 基因中的 DNA 甲基化位点与 OS 显著相关。在发现队列(HR,0.62; = 2.02×10)和验证队列(HR,0.55; = 4.44×10)中,DNA 甲基化位点高甲基化的患者的生存时间明显长于其他患者。这三个 DNA 甲基化位点与 基因表达显著相关,而基因表达也与 OS 相关。
我们使用来自大人群的临床数据说明了早期 NSCLC 中 基因的 DNA 甲基化与 OS 之间的关系。
我们为构建基于 基因 DNA 甲基化的早期 NSCLC OS 生物标志物提供了合理性证据,从而填补了先前 研究与临床应用之间的空白。