Statistical Genetics Lab, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia; School of Biomedical Sciences, Faculty of Health, and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland, Australia.
Statistical Genetics Lab, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia; School of Biomedical Sciences, Faculty of Health, and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland, Australia.
J Invest Dermatol. 2021 Feb;141(2):325-333.e6. doi: 10.1016/j.jid.2020.06.017. Epub 2020 Jun 29.
Organ-transplant recipients have an elevated risk of keratinocyte cancers: basal cell carcinoma (BCC) and squamous cell carcinoma. We assessed whether polygenic risk scores (PRSs) generated in nontransplantees from the UK Biobank and 23andMe (13,981 squamous cell carcinoma, 33,736 BCC, and >560,000 controls) can predict keratinocyte cancer risk in an independent organ-transplant recipient cohort. After adjusting for traditional risk factors, compared with the bottom 20%, organ-transplant recipients in the top 20% PRS had an increased risk of BCC (OR = 3.25, 95% confidence interval = 1.44-7.31, P = 4.4 × 10) and squamous cell carcinoma (OR = 2.11, 95% confidence interval = 0.98-4.53, P = 0.055). For BCC, the top 20% PRS individuals had an absolute risk of 23%, whereas the risk in the bottom 20% was similar to that in the general nontransplantee population. Adding PRS to a model containing traditional skin cancer risk factors yielded a 3% increase in the area under the curve for receiver operating characteristic curve for BCC (0.73 vs. 0.70); adding the PRS did not significantly increase the area under the curve for receiver operating characteristic curve for squamous cell carcinoma. Organ-transplant recipients in the highest genetic risk quintile could benefit from more intense keratinocyte cancer screening and preventive strategies compared with their counterparts. The BCC PRS improves prediction over and above the traditional skin cancer risk factors by 3%.
器官移植受者患角质细胞癌(基底细胞癌 [BCC] 和鳞状细胞癌)的风险增加。我们评估了英国生物银行和 23andMe 中非移植者生成的多基因风险评分 (PRS) 是否可以预测独立器官移植受者队列中的角质细胞癌风险。在调整了传统风险因素后,与 PRS 最低 20%的器官移植受者相比,PRs 最高 20%的器官移植受者患 BCC 的风险增加(OR=3.25,95%置信区间为 1.44-7.31,P=4.4×10)和鳞状细胞癌(OR=2.11,95%置信区间为 0.98-4.53,P=0.055)。对于 BCC,PRs 最高 20%的个体的绝对风险为 23%,而 PRs 最低 20%的个体的风险与一般非移植者人群相似。将 PRS 添加到包含传统皮肤癌风险因素的模型中,可使 BCC 的受试者工作特征曲线下面积增加 3%(0.73 对 0.70);添加 PRS 并不会显著增加鳞状细胞癌的受试者工作特征曲线下面积。与他们的同类人群相比,遗传风险最高五分位的器官移植受者可能受益于更密集的角质细胞癌筛查和预防策略。BCC PRS 通过 3%提高了对传统皮肤癌风险因素的预测。