Department of Public Health & Community Medicine, Tufts University School of Medicine, Tufts University, Boston, MA, USA.
Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, USA.
Epigenetics. 2022 Apr;17(4):460-472. doi: 10.1080/15592294.2021.1923615. Epub 2021 May 19.
DNA methylation markers have been associated with lung cancer risk and may identify aetiologically relevant genomic regions, or alternatively, be markers of disease risk factors or biological processes associated with disease development.
In a nested case-control study, we measured blood leukocyte DNA methylation levels in pre-diagnostic samples collected from 430 participants (208 cases; 222 controls) in the 1989 CLUE II cohort. We compared DNA methylation levels with case/control status to identify novel genomic regions, both single CpG sites and differentially methylated regions (DMRs), while controlling for known DNA methylation changes associated with smoking using a previously described pack-years-based smoking methylation score. Stratification analyses were conducted over time from blood draw to diagnosis, histology, and smoking status.
We identified 16 single CpG sites and 40 DMRs significantly associated with lung cancer risk (q < 0.05). The identified genomic regions were associated with genes including H19, HOXA3/HOXA4, RUNX3, BRICD5, PLXNB2, and RP13. For the single CpG sites, the strongest association was noted for cg09736286 in the DIABLO gene (OR [for 1 SD] = 2.99, 95% CI: 1.95-4.59, P-value = 4.81 × 10-7). We found that CpG sites in the HOXA3/HOXA4 region were hypermethylated in cases compared to controls.
The single CpG sites and DMRs that we identified represented significant measurable differences in lung cancer risk, providing potential biomarkers for lung cancer risk stratification. Future studies will need to examine whether these regions are causally related to lung cancer.
DNA 甲基化标记物与肺癌风险相关,可能识别与病因相关的基因组区域,或者是疾病风险因素或与疾病发展相关的生物学过程的标志物。
在一项巢式病例对照研究中,我们在 1989 年 CLUE II 队列中 430 名参与者(208 例病例;222 例对照)的前瞻性诊断样本中测量了白细胞 DNA 甲基化水平。我们将 DNA 甲基化水平与病例/对照状态进行比较,以识别新的基因组区域,包括单个 CpG 位点和差异甲基化区域(DMRs),同时使用以前描述的基于吸烟包年的吸烟甲基化评分控制与吸烟相关的已知 DNA 甲基化变化。分层分析是根据从采血到诊断、组织学和吸烟状态的时间进行的。
我们确定了 16 个与肺癌风险显著相关的单个 CpG 位点和 40 个 DMR(q < 0.05)。鉴定的基因组区域与包括 H19、HOXA3/HOXA4、RUNX3、BRICD5、PLXNB2 和 RP13 在内的基因有关。对于单个 CpG 位点,DIABLO 基因中 cg09736286 位点的相关性最强(OR [1 SD] = 2.99,95%CI:1.95-4.59,P 值= 4.81×10-7)。我们发现,与对照组相比,病例中 HOXA3/HOXA4 区域的 CpG 位点呈超甲基化状态。
我们鉴定的单个 CpG 位点和 DMRs 代表了肺癌风险的显著可测量差异,为肺癌风险分层提供了潜在的生物标志物。未来的研究需要检查这些区域是否与肺癌有因果关系。