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阿肯色州有色人种女性遗传风险评分的验证。

Validation of a genetic risk score for Arkansas women of color.

机构信息

Department of Genetics, Genomics & Informatics, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, United States of America.

Genetic Technologies Ltd, Fitzroy, Victoria, Australia.

出版信息

PLoS One. 2018 Oct 3;13(10):e0204834. doi: 10.1371/journal.pone.0204834. eCollection 2018.

Abstract

African American women in the state of Arkansas have high breast cancer mortality rates. Breast cancer risk assessment tools developed for African American underestimate breast cancer risk. Combining African American breast cancer associated single-nucleotide polymorphisms (SNPs) into breast cancer risk algorithms may improve individualized estimates of a woman's risk of developing breast cancer and enable improved recommendation of screening and chemoprevention for women at high risk. The goal of this study was to confirm with an independent dataset consisting of Arkansas women of color, whether a genetic risk score derived from common breast cancer susceptibility SNPs can be combined with a clinical risk estimate provided by the Breast Cancer Risk Assessment Tool (BCRAT) to produce a more accurate individualized breast cancer risk estimate. A population-based cohort of African American women representative of Arkansas consisted of 319 cases and 559 controls for this study. Five-year and lifetime risks from the BCRAT were measured and combined with a risk score based on 75 independent susceptibility SNPs in African American women. We used the odds ratio (OR) per adjusted standard deviation to evaluate the improvement in risk estimates produced by combining the polygenic risk score (PRS) with 5-year and lifetime risk scores estimated using BCRAT. For 5-year risk OR per standard deviation increased from 1.84 to 2.08 with the addition of the polygenic risk score and from 1.79 to 2.07 for the lifetime risk score. Reclassification analysis indicated that 13% of cases had their 5-year risk increased above the 1.66% guideline threshold (NRI = 0.020 (95% CI -0.040, 0.080)) and 6.3% of cases had their lifetime risk increased above the 20% guideline threshold by the addition of the polygenic risk score (NRI = 0.034 (95% CI 0.000, 0.070)). Our data confirmed that discriminatory accuracy of BCRAT is improved for African American women in Arkansas with the inclusion of specific SNP breast cancer risk alleles.

摘要

阿肯色州的非裔美国女性乳腺癌死亡率很高。为非裔美国人开发的乳腺癌风险评估工具低估了乳腺癌风险。将与非裔美国人乳腺癌相关的单核苷酸多态性 (SNP) 组合到乳腺癌风险算法中,可以改善女性患乳腺癌风险的个体估计,并为高风险女性提供更好的筛查和化学预防建议。本研究的目的是使用由阿肯色州有色人种女性组成的独立数据集进行验证,从常见乳腺癌易感性 SNP 中得出的遗传风险评分是否可以与乳腺癌风险评估工具 (BCRAT) 提供的临床风险估计相结合,以产生更准确的个体化乳腺癌风险估计。本研究的队列包括 319 例病例和 559 例对照,代表了阿肯色州的非裔美国人群体。测量了 BCRAT 的 5 年和终身风险,并将其与基于 75 个独立的非裔美国女性易感性 SNP 的风险评分相结合。我们使用每调整一个标准差的比值 (OR) 来评估将多基因风险评分 (PRS) 与使用 BCRAT 估计的 5 年和终身风险评分相结合对风险估计的改善。对于 5 年风险,每标准偏差的 OR 从加入多基因风险评分后的 1.84 增加到 2.08,从 1.79 增加到 2.07 对于终身风险评分。重新分类分析表明,13%的病例的 5 年风险增加到高于 1.66%的指导阈值(NRI = 0.020(95%CI-0.040,0.080)),6.3%的病例的终身风险增加到高于 20%的指导阈值通过加入多基因风险评分(NRI = 0.034(95%CI0.000,0.070))。我们的数据证实,对于阿肯色州的非裔美国女性,纳入特定的 SNP 乳腺癌风险等位基因可提高 BCRAT 的判别准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65fe/6169938/5d89a3092171/pone.0204834.g001.jpg

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