医学
前列腺癌
危险系数
比例危险模型
内科学
泌尿科
放射基因组学
膀胱癌
泌尿系统
放射治疗
肿瘤科
癌症
置信区间
放射科
无线电技术
作者
Manzur Farazi,Xin Yang,Carson J. Gehl,Gillian C. Barnett,N.G. Burnet,Jenny Chang‐Claude,Chris Parker,Alison M. Dunning,D. Azria,Ananya Choudhury,T. Rancati,Dirk De Ruysscher,Petra Seibold,Elena Sperk,Chris J. Talbot,Liv Veldeman,Adam Webb,Rebecca Elliott,Miguel E. Aguado‐Barrera,Ana M. Carballo
标识
DOI:10.1158/1055-9965.epi-24-1228
摘要
Abstract Background: Late bladder toxicity is a concern for patients receiving prostate cancer radiotherapy and negatively impacts survivors. Few risk factors are known beyond the radiation dose and volume of bladder exposed. A polygenic risk score (PRS) could identify susceptible patients. Methods: A PRS was built using genome-wide association results from the Radiogenomics Consortium (N=3,988), then tested in the prospective REQUITE and URWCI studies (N=2,034). The primary outcome was time-to-patient-reported gross (≥ grade 2, G2) hematuria analyzed using Cox proportional hazards regression. Secondary outcomes were ≥G2 urinary retention and frequency. The PRS was externally validated for clinically-diagnosed irradiation cystitis in the UK Biobank (N=8,430). A gene-burden test evaluated rare coding variants. Results: A 115-variant PRS was associated with significantly increased risk of ≥G2 hematuria (hazard ratio [HR] per standard deviation [SD]=1.22, p=0.009) as well as urinary retention (HR-per-SD=1.18, p=0.016) and frequency (HR-per-SD=1.14, p=0.036). When binarized, men in the upper decile (PRShigh) had >2-fold increased risk of hematuria after adjusting for clinical risk factors (HR=2.12, p=0.002; Harrel’s c-index 0.71 [95%CI=0.65 to 0.76]). A similar effect size was seen in the UK Biobank for clinically-diagnosed irradiation cystitis (OR=2.15, p=0.026). The burden test identified BOD1L1 as a putative novel radiosensitivity gene. Conclusions: This PRS identifies susceptible patients and could guide selection of those needing re-optimized treatment plans that spare the bladder beyond currently recommended constraints. Impact: PRS-guided treatment planning in radiation oncology could lower the incidence of clinically relevant bladder toxicity and reduce the impact of this outcome on prostate cancer survivors.
科研通智能强力驱动
Strongly Powered by AbleSci AI