Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA.
Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA.
Am J Hum Genet. 2022 May 5;109(5):900-908. doi: 10.1016/j.ajhg.2022.03.008. Epub 2022 Mar 29.
Polygenic risk scores (PRSs) for a variety of diseases have recently been shown to have relative risks that depend on age, and genetic relative risks decrease with increasing age. A refined understanding of the age dependency of PRSs for a disease is important for personalized risk predictions and risk stratification. To further evaluate how the PRS relative risk for prostate cancer depends on age, we refined analyses for a validated PRS for prostate cancer by using 64,274 prostate cancer cases and 46,432 controls of diverse ancestry (82.8% European, 9.8% African American, 3.8% Latino, 2.8% Asian, and 0.8% Ghanaian). Our strategy applied a novel weighted proportional hazards model to case-control data to fully utilize age to refine how the relative risk decreased with age. We found significantly greater relative risks for younger men (age 30-55 years) compared with older men (70-88 years) for both relative risk per standard deviation of the PRS and dichotomized according to the upper 90 percentile of the PRS distribution. For the largest European ancestral group that could provide reliable resolution, the log-relative risk decreased approximately linearly from age 50 to age 75. Despite strong evidence of age-dependent genetic relative risk, our results suggest that absolute risk predictions differed little from predictions that assumed a constant relative risk over ages, from short-term to long-term predictions, simplifying implementation of risk discussions into clinical practice.
多基因风险评分(PRSs)最近已被证明与各种疾病的相对风险有关,且遗传相对风险随年龄的增加而降低。对疾病的 PRS 年龄依赖性的更精细的理解对于个性化风险预测和风险分层很重要。为了进一步评估前列腺癌 PRS 的相对风险如何随年龄而变化,我们通过使用 64274 例前列腺癌病例和 46432 例不同种族的对照(82.8%欧洲人,9.8%非裔美国人,3.8%拉丁裔,2.8%亚洲人,0.8%加纳人),对经验证的前列腺癌 PRS 进行了细化分析。我们的策略应用了一种新的加权比例风险模型来分析病例对照数据,以充分利用年龄来细化相对风险随年龄降低的方式。我们发现,与年龄较大的男性(70-88 岁)相比,年龄较小的男性(30-55 岁)的相对风险更高,这与 PRS 分布的上 90%分位数进行二分法的 PRS 每标准差的相对风险以及二分法的 PRS 每标准差的相对风险都有关。对于能够提供可靠分辨率的最大欧洲祖先群体,对数相对风险从 50 岁到 75 岁左右呈近似线性下降。尽管存在遗传相对风险随年龄变化的强烈证据,但我们的结果表明,绝对风险预测与假设相对风险在各年龄段保持不变的预测差异不大,从短期到长期预测,这简化了风险讨论在临床实践中的实施。