Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida.
Berry Consultants, Austin, Texas.
Cancer Epidemiol Biomarkers Prev. 2021 May;30(5):895-903. doi: 10.1158/1055-9965.EPI-20-1457. Epub 2021 Feb 24.
Inherited susceptibility is an important contributor to colorectal cancer risk, and rare variants in key genes or pathways could account in part for the missing proportion of colorectal cancer heritability.
We conducted an exome-wide association study including 2,327 cases and 2,966 controls of European ancestry from three large epidemiologic studies. Single variant associations were tested using logistic regression models, adjusting for appropriate study-specific covariates. In addition, we examined the aggregate effects of rare coding variation at the gene and pathway levels using Bayesian model uncertainty techniques.
In an exome-wide gene-level analysis, we identified as the top associated gene based on the Bayesian risk index (BRI) method [summary Bayes factor (BF) = 2604.23]. A rare coding variant in this gene, rs139401613, was the top associated variant ( = 1.01 × 10) in an exome-wide single variant analysis. Pathway-level association analyses based on the integrative BRI (iBRI) method found extreme evidence of association with the DNA repair pathway (BF = 17852.4), specifically with the nonhomologous end joining (BF = 437.95) and nucleotide excision repair (BF = 36.96) subpathways. The iBRI method also identified , and as the top associated DNA repair genes (summary BF ≥ 10), with rs28988897, rs8178232, rs141369732, and rs201642761 being the most likely associated variants in these genes, respectively.
We identified novel variants and genes associated with colorectal cancer risk and provided additional evidence for a role of DNA repair in colorectal cancer tumorigenesis.
This study provides new insights into the genetic predisposition to colorectal cancer, which has potential for translation into improved risk prediction.
遗传易感性是结直肠癌风险的一个重要因素,关键基因或通路中的罕见变异可能部分解释了结直肠癌遗传率的缺失部分。
我们进行了一项外显子组全关联研究,纳入了来自三个大型流行病学研究的 2327 例病例和 2966 例对照,具有欧洲血统。使用逻辑回归模型测试单变体关联,调整适当的研究特定协变量。此外,我们使用贝叶斯模型不确定性技术检查了基因和途径水平稀有编码变异的综合效应。
在外显子组全基因水平分析中,我们根据贝叶斯风险指数(BRI)方法确定 为最相关的基因,基于贝叶斯风险指数(BRI)方法的汇总贝叶斯因子(BF)为 2604.23。该基因中的一个罕见编码变异 rs139401613 是外显子组全单变异分析中最相关的变异( = 1.01 × 10)。基于综合 BRI(iBRI)方法的途径水平关联分析发现与 DNA 修复途径具有极端关联证据(BF = 17852.4),特别是非同源末端连接(BF = 437.95)和核苷酸切除修复(BF = 36.96)亚途径。iBRI 方法还确定 , 为最相关的 DNA 修复基因(汇总 BF≥10),其中 rs28988897、rs8178232、rs141369732 和 rs201642761 分别是这些基因中最可能的相关变异。
我们确定了与结直肠癌风险相关的新变异和基因,并为 DNA 修复在结直肠癌肿瘤发生中的作用提供了额外证据。
这项研究为结直肠癌的遗传易感性提供了新的见解,为改善风险预测提供了潜在的转化途径。