The Blavatnik School of Computer Science, Tel Aviv University, Tel Aviv, Israel.
Department of Human Molecular Genetics and Biochemistry, Tel Aviv University, Tel Aviv, Israel.
J Med Genet. 2023 Nov 27;60(12):1186-1197. doi: 10.1136/jmg-2023-109185.
Polygenic risk score (PRS), calculated based on genome-wide association studies (GWASs), can improve breast cancer (BC) risk assessment. To date, most BC GWASs have been performed in individuals of European (EUR) ancestry, and the generalisation of EUR-based PRS to other populations is a major challenge. In this study, we examined the performance of EUR-based BC PRS models in Ashkenazi Jewish (AJ) women.
We generated PRSs based on data on EUR women from the Breast Cancer Association Consortium (BCAC). We tested the performance of the PRSs in a cohort of 2161 AJ women from Israel (1437 cases and 724 controls) from BCAC (BCAC cohort from Israel (BCAC-IL)). In addition, we tested the performance of these EUR-based BC PRSs, as well as the established 313-SNP EUR BC PRS, in an independent cohort of 181 AJ women from Hadassah Medical Center (HMC) in Israel.
In the BCAC-IL cohort, the highest OR per 1 SD was 1.56 (±0.09). The OR for AJ women at the top 10% of the PRS distribution compared with the middle quintile was 2.10 (±0.24). In the HMC cohort, the OR per 1 SD of the EUR-based PRS that performed best in the BCAC-IL cohort was 1.58±0.27. The OR per 1 SD of the commonly used 313-SNP BC PRS was 1.64 (±0.28).
Extant EUR GWAS data can be used for generating PRSs that identify AJ women with markedly elevated risk of BC and therefore hold promise for improving BC risk assessment in AJ women.
基于全基因组关联研究(GWAS)计算的多基因风险评分(PRS)可以提高乳腺癌(BC)风险评估。迄今为止,大多数 BC GWAS 都是在欧洲(EUR)血统的个体中进行的,将基于 EUR 的 PRS 推广到其他人群是一个主要挑战。在这项研究中,我们研究了基于 EUR 的 BC PRS 模型在阿什肯纳兹犹太(AJ)女性中的表现。
我们基于乳腺癌协会联盟(BCAC)中 EUR 女性的数据生成了 PRS。我们在来自以色列的 2161 名 AJ 女性(1437 例病例和 724 例对照)的 BCAC 队列(BCAC-IL 队列)中测试了 PRS 的性能。此外,我们还在以色列哈达萨医疗中心(HMC)的 181 名 AJ 女性的独立队列中测试了这些基于 EUR 的 BC PRS 以及已建立的 313-SNP EUR BC PRS 的性能。
在 BCAC-IL 队列中,每增加 1 个 SD 的最高 OR 为 1.56(±0.09)。PRS 分布前 10%的 AJ 女性与中间五分位数相比,OR 为 2.10(±0.24)。在 HMC 队列中,在 BCAC-IL 队列中表现最好的 EUR 基于 PRS 的每增加 1 个 SD 的 OR 为 1.58±0.27。常用的 313-SNP BC PRS 的每增加 1 个 SD 的 OR 为 1.64(±0.28)。
现有的 EUR GWAS 数据可用于生成 PRS,可识别 AJ 女性中具有明显升高的 BC 风险,因此有望改善 AJ 女性的 BC 风险评估。