Department of Biostatistics, University of Kentucky, Lexington, Kentucky.
Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
Cancer Epidemiol Biomarkers Prev. 2024 Apr 3;33(4):500-508. doi: 10.1158/1055-9965.EPI-23-0571.
Lung cancer risk attributable to smoking is dose dependent, yet few studies examining a polygenic risk score (PRS) by smoking interaction have included comprehensive lifetime pack-years smoked.
We analyzed data from participants of European ancestry in the Framingham Heart Study Original (n = 454) and Offspring (n = 2,470) cohorts enrolled in 1954 and 1971, respectively, and followed through 2018. We built a PRS for lung cancer using participant genotyping data and genome-wide association study summary statistics from a recent study in the OncoArray Consortium. We used Cox proportional hazards regression models to assess risk and the interaction between pack-years smoked and genetic risk for lung cancer adjusting for European ancestry, age, sex, and education.
We observed a significant submultiplicative interaction between pack-years and PRS on lung cancer risk (P = 0.09). Thus, the relative risk associated with each additional 10 pack-years smoked decreased with increasing genetic risk (HR = 1.56 at one SD below mean PRS, HR = 1.48 at mean PRS, and HR = 1.40 at one SD above mean PRS). Similarly, lung cancer risk per SD increase in the PRS was highest among those who had never smoked (HR = 1.55) and decreased with heavier smoking (HR = 1.32 at 30 pack-years).
These results suggest the presence of a submultiplicative interaction between pack-years and genetics on lung cancer risk, consistent with recent findings. Both smoking and genetics were significantly associated with lung cancer risk.
These results underscore the contributions of genetics and smoking on lung cancer risk and highlight the negative impact of continued smoking regardless of genetic risk.
肺癌风险与吸烟量呈剂量依赖性,但很少有研究通过吸烟与多基因风险评分(PRS)的相互作用来研究综合终生吸烟包年数。
我们分析了 1954 年和 1971 年分别参加弗雷明汉心脏研究原队列(n=454)和后代队列(n=2470)的欧洲血统参与者的数据,并随访至 2018 年。我们使用参与者的基因分型数据和来自 OncoArray 联盟最近研究的全基因组关联研究汇总统计数据构建了肺癌 PRS。我们使用 Cox 比例风险回归模型评估风险以及吸烟包年数与肺癌遗传风险之间的相互作用,调整了欧洲血统、年龄、性别和教育程度。
我们观察到吸烟包年数与 PRS 之间的肺癌风险存在显著的亚乘法相互作用(P=0.09)。因此,与每增加 10 个吸烟包年相关的相对风险随着遗传风险的增加而降低(PRS 平均值下一个标准差处每增加 10 个吸烟包年的 HR=1.56,PRS 平均值处 HR=1.48,PRS 平均值上一个标准差处 HR=1.40)。同样,PRS 每增加一个标准差与肺癌风险的相关性在从不吸烟的人群中最高(HR=1.55),并随着吸烟量的增加而降低(吸烟 30 包年时 HR=1.32)。
这些结果表明,吸烟量与遗传因素之间存在肺癌风险的亚乘法相互作用,与最近的研究结果一致。吸烟和遗传因素均与肺癌风险显著相关。
这些结果强调了遗传因素和吸烟对肺癌风险的贡献,并突出了无论遗传风险如何,继续吸烟的负面影响。