Department of Clinical Genetics, Leiden University Medical Centre, Leiden, the Netherlands.
Dutch Breast Cancer Research Group, Amsterdam, the Netherlands.
Clin Genet. 2018 Jan;93(1):52-59. doi: 10.1111/cge.13065. Epub 2017 Sep 25.
To establish whether existing mutation prediction models can identify which male breast cancer (MBC) patients should be offered BRCA1 and BRCA2 diagnostic DNA screening, we compared the performance of BOADICEA (Breast and Ovarian Analysis of Disease Incidence and Carrier Estimation Algorithm), BRCAPRO (BRCA probability) and the Myriad prevalence table ("Myriad"). These models were evaluated using the family data of 307 Dutch MBC probands tested for BRCA1/2, 58 (19%) of whom were carriers. We compared the numbers of observed vs predicted carriers and assessed the Area Under the Receiver Operating Characteristic (ROC) Curve (AUC) for each model. BOADICEA predicted the total number of BRCA1/2 mutation carriers quite accurately (observed/predicted ratio: 0.94). When a cut-off of 10% and 20% prior probability was used, BRCAPRO showed a non-significant better performance (observed/predicted ratio BOADICEA: 0.81, 95% confidence interval [CI]: [0.60-1.09] and 0.79, 95% CI: [0.57-1.09], vs.
1.02, 95% CI: [0.75-1.38] and 0.94, 95% CI: [0.68-1.31], respectively). Myriad underestimated the number of carriers in up to 69% of the cases. BRCAPRO showed a non-significant, higher AUC than BOADICEA (0.798 vs 0.776). Myriad showed a significantly lower AUC (0.671). BRCAPRO and BOADICEA can efficiently identify MBC patients as BRCA1/2 mutation carriers. Besides their general applicability, these tools will be of particular value in countries with limited healthcare resources.
为了确定现有的突变预测模型是否能够识别出哪些男性乳腺癌(MBC)患者应该接受 BRCA1 和 BRCA2 诊断性 DNA 筛查,我们比较了 BOADICEA(乳腺癌和卵巢疾病发病和携带者估计算法)、BRCAPRO(BRCA 概率)和 Myriad 患病率表(“Myriad”)的性能。这些模型使用 307 名接受 BRCA1/2 检测的荷兰 MBC 先证者的家族数据进行评估,其中 58 名(19%)为携带者。我们比较了观察到的携带者与预测到的携带者数量,并评估了每个模型的接收器工作特征曲线(ROC)下面积(AUC)。BOADICEA 准确地预测了 BRCA1/2 突变携带者的总数(观察到的/预测到的比例:0.94)。当使用 10%和 20%的先验概率作为截断值时,BRCAPRO 表现出无显著差异的更好性能(BOADICEA 观察到的/预测到的比例:0.81,95%置信区间 [CI]:[0.60-1.09]和 0.79,95%CI:[0.57-1.09],vs. BRCAPRO:1.02,95%CI:[0.75-1.38]和 0.94,95%CI:[0.68-1.31])。Myriad 在多达 69%的情况下低估了携带者的数量。BRCAPRO 表现出非显著更高的 AUC 比 BOADICEA(0.798 比 0.776)。Myriad 显示出显著更低的 AUC(0.671)。BRCAPRO 和 BOADICEA 可以有效地识别 MBC 患者为 BRCA1/2 突变携带者。除了它们的普遍适用性外,这些工具在医疗资源有限的国家将具有特别的价值。