Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, United Kingdom.
Int J Cancer. 2019 May 1;144(9):2192-2205. doi: 10.1002/ijc.32029. Epub 2019 Jan 20.
As a follow-up to genome-wide association analysis of common variants associated with ovarian carcinoma (cancer), our study considers seven well-known ovarian cancer risk factors and their interactions with 28 genome-wide significant common genetic variants. The interaction analyses were based on data from 9971 ovarian cancer cases and 15,566 controls from 17 case-control studies. Likelihood ratio and Wald tests for multiplicative interaction and for relative excess risk due to additive interaction were used. The top multiplicative interaction was noted between oral contraceptive pill (OCP) use (ever vs. never) and rs13255292 (p value = 3.48 × 10 ). Among women with the TT genotype for this variant, the odds ratio for OCP use was 0.53 (95% CI = 0.46-0.60) compared to 0.71 (95%CI = 0.66-0.77) for women with the CC genotype. When stratified by duration of OCP use, women with 1-5 years of OCP use exhibited differential protective benefit across genotypes. However, no interaction on either the multiplicative or additive scale was found to be statistically significant after multiple testing correction. The results suggest that OCP use may offer increased benefit for women who are carriers of the T allele in rs13255292. On the other hand, for women carrying the C allele in this variant, longer (5+ years) use of OCP may reduce the impact of carrying the risk allele of this SNP. Replication of this finding is needed. The study presents a comprehensive analytic framework for conducting gene-environment analysis in ovarian cancer.
作为对与卵巢癌(癌症)相关的常见变体的全基因组关联分析的后续研究,我们的研究考虑了七个已知的卵巢癌风险因素及其与 28 个全基因组显著常见遗传变体的相互作用。交互分析基于来自 17 项病例对照研究的 9971 例卵巢癌病例和 15566 例对照的数据。使用似然比和 Wald 检验进行乘法交互和由于加性交互引起的相对超额风险检验。注意到口服避孕药(OCP)使用(曾经 vs. 从未)与 rs13255292 之间存在最强的乘法交互作用(p 值=3.48×10)。对于该变体的 TT 基因型女性,OCP 使用的比值比为 0.53(95%CI=0.46-0.60),而 CC 基因型女性的比值比为 0.71(95%CI=0.66-0.77)。按 OCP 使用持续时间分层时,OCP 使用 1-5 年的女性在不同基因型之间表现出不同的保护益处。但是,经过多次测试校正后,没有发现乘法或加性尺度上的交互作用具有统计学意义。结果表明,OCP 使用可能为携带 rs13255292 中 T 等位基因的女性提供更大的益处。另一方面,对于携带该变体中 C 等位基因的女性,OCP 使用时间较长(5 年以上)可能会降低携带该 SNP 风险等位基因的影响。需要复制这一发现。该研究提出了一种综合的分析框架,用于在卵巢癌中进行基因-环境分析。