Department of Epidemiology and Biostatistics and Ministry of Education (MOE) Key Lab for Modern Toxicology, School of Public Health, Nanjing Medical University, Nanjing 210029, China.
State Key Laboratory of Molecular Oncology and Department of Etiology and Carcinogenesis, Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
Carcinogenesis. 2014 Jul;35(7):1528-35. doi: 10.1093/carcin/bgu076. Epub 2014 Mar 22.
Tobacco smoke is the major environmental risk factor underlying lung carcinogenesis. However, approximately one-tenth smokers develop lung cancer in their lifetime indicating there is significant individual variation in susceptibility to lung cancer. And, the reasons for this are largely unknown. In particular, the genetic variants discovered in genome-wide association studies (GWAS) account for only a small fraction of the phenotypic variations for lung cancer, and gene-environment interactions are thought to explain the missing fraction of disease heritability. The ability to identify smokers at high risk of developing cancer has substantial preventive implications. Thus, we undertook a gene-smoking interaction analysis in a GWAS of lung cancer in Han Chinese population using a two-phase designed case-control study. In the discovery phase, we evaluated all pair-wise (591 370) gene-smoking interactions in 5408 subjects (2331 cases and 3077 controls) using a logistic regression model with covariate adjustment. In the replication phase, promising interactions were validated in an independent population of 3023 subjects (1534 cases and 1489 controls). We identified interactions between two single nucleotide polymorphisms and smoking. The interaction P values are 6.73 × 10(-) (6) and 3.84 × 10(-) (6) for rs1316298 and rs4589502, respectively, in the combined dataset from the two phases. An antagonistic interaction (rs1316298-smoking) and a synergetic interaction (rs4589502-smoking) were observed. The two interactions identified in our study may help explain some of the missing heritability in lung cancer susceptibility and present strong evidence for further study of these gene-smoking interactions, which are benefit to intensive screening and smoking cessation interventions.
烟草烟雾是导致肺癌发生的主要环境风险因素。然而,大约十分之一的吸烟者在其一生中会发展为肺癌,这表明他们对肺癌的易感性存在显著的个体差异。而造成这种差异的原因在很大程度上尚不清楚。特别是,全基因组关联研究(GWAS)中发现的遗传变异仅能解释肺癌表型变异的一小部分,而基因-环境相互作用被认为可以解释疾病遗传率缺失的部分。能够识别出易患癌症的吸烟者具有重要的预防意义。因此,我们在中国汉族人群中进行了一项肺癌 GWAS 的基因-吸烟相互作用分析,采用了两阶段设计的病例对照研究。在发现阶段,我们使用带有协变量调整的逻辑回归模型,在 5408 例受试者(2331 例病例和 3077 例对照)中评估了所有两两(591370)的基因-吸烟相互作用。在复制阶段,在 3023 例独立受试者(1534 例病例和 1489 例对照)中对有希望的相互作用进行了验证。我们鉴定了两个单核苷酸多态性与吸烟之间的相互作用。在两阶段的综合数据集,rs1316298 和 rs4589502 与吸烟的相互作用 P 值分别为 6.73×10(-6)和 3.84×10(-6)。观察到拮抗相互作用(rs1316298-吸烟)和协同相互作用(rs4589502-吸烟)。我们的研究中鉴定的两个相互作用可能有助于解释肺癌易感性中部分遗传缺失,并为进一步研究这些基因-吸烟相互作用提供了强有力的证据,这有利于进行强化筛查和戒烟干预。