School of Public Health, Cancer Research Center, University at Albany, State University of New York (SUNY), Albany, NY, 12144, USA.
New York State Office of Children and Family Services, New York, USA.
Sci Rep. 2020 Dec 4;10(1):21276. doi: 10.1038/s41598-020-77037-7.
Up to 30% of all breast cancer cases may be inherited and up to 85% of those may be due to segregation of susceptibility genes with low and moderate risk [odds ratios (OR) ≤ 3] for (mostly peri- and post-menopausal) breast cancer. The majority of low/moderate-risk genes, particularly those with minor allele frequencies (MAF) of < 30%, have not been identified and/or validated due to limitations of conventional association testing approaches, which include the agnostic nature of Genome Wide Association Studies (GWAS). To overcome these limitations, we used a hypothesis-driven integrative genomics approach to test the association of breast cancer with candidate genes by analyzing multi-omics data. Our candidate-gene association analyses of GWAS datasets suggested an increased risk of breast cancer with ERCC6 (main effect: 1.29 ≤ OR ≤ 2.91, 0.005 ≤ p ≤ 0.04, 11.8 ≤ MAF ≤ 40.9%), and implicated its interaction with ERCC8 (joint effect: 3.03 ≤ OR ≤ 5.31, 0.01 ≤ p ≤ 0.03). We found significant upregulation of ERCC6 (p = 7.95 × 10) and ERCC8 (p = 4.67 × 10) in breast cancer and similar frequencies of ERCC6 (1.8%) and ERCC8 (0.3%) mutations in breast tumors to known breast cancer susceptibility genes such as BLM (1.9%) and LSP1 (0.3%). Our integrative genomics approach suggests that ERCC6 may be a previously unreported low- to moderate-risk breast cancer susceptibility gene, which may also interact with ERCC8.
高达 30%的乳腺癌病例可能是遗传性的,其中高达 85%可能是由于易感性基因的分离引起的,这些基因的风险较低且中度[比值比(OR)≤3],用于(主要是绝经前和绝经后)乳腺癌。由于传统关联测试方法的局限性,大多数低/中度风险基因,特别是那些次要等位基因频率(MAF)<30%的基因,尚未被识别和/或验证,这些方法包括全基因组关联研究(GWAS)的盲目性。为了克服这些限制,我们使用了一种假设驱动的综合基因组学方法,通过分析多组学数据来测试候选基因与乳腺癌的关联。我们对 GWAS 数据集的候选基因关联分析表明,ERCC6 增加了乳腺癌的风险(主要效应:1.29≤OR≤2.91,0.005≤p≤0.04,11.8≤MAF≤40.9%),并暗示其与 ERCC8 的相互作用(联合效应:3.03≤OR≤5.31,0.01≤p≤0.03)。我们发现 ERCC6(p=7.95×10)和 ERCC8(p=4.67×10)在乳腺癌中显著上调,并且 ERCC6(1.8%)和 ERCC8(0.3%)突变在乳腺癌肿瘤中的频率与已知的乳腺癌易感性基因(如 BLM(1.9%)和 LSP1(0.3%))相似。我们的综合基因组学方法表明,ERCC6 可能是一个以前未报道的低至中度风险的乳腺癌易感性基因,它也可能与 ERCC8 相互作用。