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使用BOADICEA和BRCAPRO模型对高危法裔加拿大家庭进行BRCA1和BRCA2突变预测及外显率估计

BRCA1 and BRCA2 mutation predictions using the BOADICEA and BRCAPRO models and penetrance estimation in high-risk French-Canadian families.

作者信息

Antoniou Antonis C, Durocher Francine, Smith Paula, Simard Jacques, Easton Douglas F

机构信息

Cancer Research UK Genetic Epidemiology Unit, Strangeways Research Laboratory, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.

出版信息

Breast Cancer Res. 2006;8(1):R3. doi: 10.1186/bcr1365. Epub 2005 Dec 12.

Abstract

INTRODUCTION

Several genetic risk models for breast and ovarian cancer have been developed, but their applicability to specific populations has not been evaluated. We used data from French-Canadian families to evaluate the mutation predictions given by the BRCAPRO and BOADICEA models. We also used this data set to estimate the age-specific risks for breast and ovarian cancer in BRCA1 and BRCA2 mutation carriers.

METHODS

A total of 195 families with multiple affected individuals with breast or ovarian cancer were recruited through the INHERIT (INterdisciplinary HEalth Research International Team on BReast CAncer susceptibility) BRCAs research program. Observed BRCA1 and BRCA2 mutation status was compared with predicted carrier probabilities under the BOADICEA and BRCAPRO models. The models were assessed using Brier scores, attributes diagrams and receiver operating characteristic curves. Log relative risks for breast and ovarian cancer in mutation carriers versus population risks were estimated by maximum likelihood, using a modified segregation analysis implemented in the computer program MENDEL. Twenty-five families were eligible for inclusion in the BRCA1 penetrance analysis and 27 families were eligible for the BRCA2 penetrance analysis.

RESULTS

The BOADICEA model predicted accurately the number of BRCA1 and BRCA2 mutations for the various groups of families, and was found to discriminate well at the individual level between carriers and noncarriers. BRCAPRO over-predicted the number of mutations in almost all groups of families, in particular the number of BRCA1 mutations. It significantly overestimated the carrier frequency for high predicted probabilities. However, it discriminated well between carriers and noncarriers. Receiver operating characteristic (ROC) curves indicate similar sensitivity and specificity for BRCAPRO and BOADICEA. The estimated risks for breast and ovarian cancer in BRCA1 and BRCA2 mutation carriers were consistent with previously published estimates.

CONCLUSION

The BOADICEA model predicts accurately the carrier probabilities in French-Canadian families and may be used for counselling in this population. None of the penetrance estimates was significantly different from previous estimates, suggesting that previous estimates may be appropriate for counselling in this population.

摘要

引言

已经开发了几种用于乳腺癌和卵巢癌的遗传风险模型,但尚未评估它们对特定人群的适用性。我们使用来自法裔加拿大家庭的数据来评估BRCAPRO和BOADICEA模型给出的突变预测。我们还使用该数据集来估计BRCA1和BRCA2突变携带者中乳腺癌和卵巢癌的年龄特异性风险。

方法

通过INHERIT(乳腺癌易感性跨学科健康研究国际团队)BRCAs研究项目招募了总共195个有多个乳腺癌或卵巢癌患者的家庭。将观察到的BRCA1和BRCA2突变状态与BOADICEA和BRCAPRO模型下预测的携带者概率进行比较。使用Brier评分、属性图和受试者工作特征曲线对模型进行评估。使用计算机程序MENDEL中实施的改良分离分析,通过最大似然法估计突变携带者中乳腺癌和卵巢癌相对于人群风险的对数相对风险。25个家庭符合纳入BRCA1外显率分析的条件,27个家庭符合纳入BRCA2外显率分析的条件。

结果

BOADICEA模型准确预测了各类家庭中BRCA1和BRCA2突变的数量,并且发现在个体水平上能够很好地区分携带者和非携带者。BRCAPRO几乎在所有家庭组中都过度预测了突变数量,尤其是BRCA1突变的数量。它显著高估了高预测概率下的携带者频率。然而,它在携带者和非携带者之间区分得很好。受试者工作特征(ROC)曲线表明BRCAPRO和BOADICEA具有相似的敏感性和特异性。BRCA1和BRCA2突变携带者中乳腺癌和卵巢癌的估计风险与先前发表的估计一致。

结论

BOADICEA模型准确预测了法裔加拿大家庭中的携带者概率,可用于该人群的咨询。没有一个外显率估计值与先前的估计值有显著差异,这表明先前的估计值可能适用于该人群的咨询。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e641/1413985/2b5b8a8920b3/bcr1365-1.jpg

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