Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA.
Environ Int. 2021 Feb;147:105975. doi: 10.1016/j.envint.2020.105975. Epub 2020 Dec 29.
We previously identified 10 lung adenocarcinoma susceptibility loci in a genome-wide association study (GWAS) conducted in the Female Lung Cancer Consortium in Asia (FLCCA), the largest genomic study of lung cancer among never-smoking women to date. Furthermore, household coal use for cooking and heating has been linked to lung cancer in Asia, especially in Xuanwei, China. We investigated the potential interaction between genetic susceptibility and coal use in FLCCA. We analyzed GWAS-data from Taiwan, Shanghai, and Shenyang (1472 cases; 1497 controls), as well as a separate study conducted in Xuanwei (152 cases; 522 controls) for additional analyses. We summarized genetic susceptibility using a polygenic risk score (PRS), which was the weighted sum of the risk-alleles from the 10 previously identified loci. We estimated associations between a PRS, coal use (ever/never), and lung adenocarcinoma with multivariable logistic regression models, and evaluated potential gene-environment interactions using likelihood ratio tests. There was a strong association between continuous PRS and lung adenocarcinoma among never coal users (Odds Ratio (OR) = 1.69 (95% Confidence Interval (CI) = 1.53, 1.87), p=1 × 10). This effect was attenuated among ever coal users (OR = 1.24 (95% CI: 1.03, 1.50), p = 0.02, p-interaction = 6 × 10). We observed similar attenuation among coal users from Xuanwei. Our study provides evidence that genetic susceptibility to lung adenocarcinoma among never-smoking Asian women is weaker among coal users. These results suggest that lung cancer pathogenesis may differ, at least partially, depending on exposure to coal combustion products. Notably, these novel findings are among the few instances of sub-multiplicative gene-environment interactions in the cancer literature.
我们之前在亚洲女性肺癌联盟(FLCCA)中进行的全基因组关联研究(GWAS)中鉴定了 10 个肺腺癌易感性位点,这是迄今为止对不吸烟女性肺癌进行的最大基因组研究。此外,在亚洲,尤其是在中国宣威,家庭使用煤做饭和取暖与肺癌有关。我们研究了 FLCCA 中遗传易感性与煤使用之间的潜在相互作用。我们分析了来自台湾、上海和沈阳(1472 例病例;1497 例对照)的 GWAS 数据,以及在宣威进行的一项单独研究(152 例病例;522 例对照)进行了额外分析。我们使用多基因风险评分(PRS)总结遗传易感性,PRS 是从之前确定的 10 个位点的风险等位基因加权求和得到的。我们使用多变量逻辑回归模型估计 PRS、煤使用(是否)与肺腺癌之间的关联,并使用似然比检验评估潜在的基因-环境相互作用。在从不使用煤的人群中,连续 PRS 与肺腺癌之间存在很强的关联(优势比(OR)=1.69(95%置信区间(CI)=1.53, 1.87),p=1×10)。在使用煤的人群中,这种关联减弱(OR=1.24(95%CI:1.03, 1.50),p=0.02,p 交互作用=6×10)。我们在宣威的煤使用者中也观察到类似的减弱。我们的研究提供了证据,表明从不吸烟的亚洲女性肺腺癌的遗传易感性在煤使用者中较弱。这些结果表明,肺癌的发病机制至少部分取决于对煤燃烧产物的暴露,可能有所不同。值得注意的是,这些新发现是癌症文献中为数不多的亚乘法基因-环境相互作用实例之一。