Data from Development of a Breast Cancer Risk Prediction Model Integrating Monogenic, Polygenic, and Epidemiologic Risk

多基因风险评分 乳腺癌 风险模型 模型风险 风险分析(工程) 终身风险 计算机科学 计算生物学 医学 生物 癌症 遗传学 风险管理 业务 基因 单核苷酸多态性 财务 基因型
作者
Sarah S. Kalia,Nicholas J. Boddicker,Siddhartha Yadav,Hongyan Huang,Jie Na,Chunling Hu,Christine B. Ambrosone,Song Yao,Christopher A. Haiman,Fei Chen,Esther M. John,Allison W. Kurian,Boya Guo,Sara Lindström,Paul L. Auer,James V. Lacey,Susan L. Neuhausen,Marı́a Elena Martı́nez,Dale P. Sandler,Katie M. O’Brien,Jack A. Taylor,Lauren R. Teras,James M. Hodge,Adriana Lori,Clara Bodelón,Amy Trentham‐Dietz,Elizabeth S. Burnside,Celine M. Vachon,Stacey J. Winham,David E. Goldgar,Susan M. Domchek,Katherine L. Nathanson,Jeffrey N. Weitzel,Fergus J. Couch,Peter Kraft
标识
DOI:10.1158/1055-9965.c.7520472
摘要

<div>AbstractBackground:<p>Breast cancer has been associated with monogenic, polygenic, and epidemiologic (clinical, reproductive, and lifestyle) risk factors, but studies evaluating the combined effects of these factors have been limited.</p>Methods:<p>We extended previous work in breast cancer risk modeling, incorporating pathogenic variants (PV) in six breast cancer predisposition genes and a 105-SNP polygenic risk score (PRS), to include an epidemiologic risk score (ERS) in a sample of non-Hispanic White women drawn from prospective cohorts and population-based case–control studies, with 23,518 cases and 22,832 controls, from the Cancer Risk Estimates Related to Susceptibility (CARRIERS) Consortium.</p>Results:<p>The model predicts 4.4-fold higher risk of breast cancer for postmenopausal women with no predisposition PV and median PRS, but with the highest versus lowest ERS. Overall, women with <i>CHEK2</i> PVs had >20% lifetime risk of breast cancer. However, 15.6% of women with <i>CHEK2</i> PVs and a family history of breast cancer, and 45.1% of women with <i>CHEK2</i> PVs but without a family history of breast cancer, had low (<20%) predicted lifetime risk and thus were below the threshold for MRI screening. <i>CHEK2</i> PV carriers at the 10th percentile of the joint distribution of ERS and PRS, without a family history of breast cancer, had a predicted lifetime risk similar to the general population.</p>Conclusions:<p>These results illustrate that an ERS, alone and combined with the PRS, can contribute to clinically relevant risk stratification.</p>Impact:<p>Integrating monogenic, polygenic, and epidemiologic risk factors in breast cancer risk prediction models may inform personalized screening and prevention efforts.</p></div>
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