Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.
Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Int J Cancer. 2020 Feb 1;146(3):627-634. doi: 10.1002/ijc.32272. Epub 2019 Mar 29.
Early detection of colorectal neoplasms can reduce the disease burden of colorectal cancer by timely intervention of individuals at high risk. Our aim was to evaluate a joint environmental-genetic risk score as a risk stratification tool for early detection of advanced colorectal neoplasm (ACRN). Known environmental risk factors and high-risk genetic loci were summarized into risk scores for ACRN in 1014 eligible participants of a screening study. The performances of single and joint environmental-genetic scores were evaluated with estimates and 95% confidence intervals (CI) of the absolute risk, relative risk and predictive ability using the area under the curve (AUC). Individuals with higher environmental risk scores showed increasing ACRN risk, with 3.1-fold for intermediate risk and 4.8-fold for very high risk, compared to the very low environmental risk group. Similarly, individuals with higher genetic risk scores showed increasing ACRN risk, with 2.2-fold for intermediate risk and 3.5-fold for very high risk, compared to the lowest genetic risk group. Moreover, the joint environmental-genetic score improved the ACRN risk stratification and showed higher predictive values (AUC = 0.64; 95%CI = 0.60-0.67) with substantial difference (p = 0.0002) compared to the single environmental score (0.58; 0.55-0.62). The integration of environmental and genetic factors looks promising for improving targeting individuals at high-risk of colorectal neoplasm. Applications in practical screening programs require optimization with additional genetic and other biomarkers involved in colorectal carcinogenesis.
早期发现结直肠肿瘤可以通过及时干预高危个体来减轻结直肠癌的疾病负担。我们的目的是评估联合环境-遗传风险评分作为一种风险分层工具,用于早期检测高级结直肠肿瘤(ACRN)。在一项筛查研究的 1014 名合格参与者中,将已知的环境危险因素和高风险遗传位点总结为 ACRN 的风险评分。使用曲线下面积(AUC)评估估计值和 95%置信区间(CI)的绝对风险、相对风险和预测能力来评估单因素和联合环境-遗传评分的性能。与极低环境风险组相比,环境风险评分较高的个体具有更高的 ACRN 风险,中危组的风险增加了 3.1 倍,高危组的风险增加了 4.8 倍。同样,遗传风险评分较高的个体具有更高的 ACRN 风险,中危组的风险增加了 2.2 倍,高危组的风险增加了 3.5 倍。此外,联合环境-遗传评分提高了 ACRN 风险分层,显示出更高的预测值(AUC=0.64;95%CI=0.60-0.67),与单因素环境评分(0.58;0.55-0.62)相比有显著差异(p=0.0002)。整合环境和遗传因素有望改善对结直肠肿瘤高危个体的靶向定位。在实际筛查项目中的应用需要优化,包括涉及结直肠癌变的其他遗传和生物标志物。