Association of Genomic Prostate Score at positive margin with recurrence after radical prostatectomy

前列腺切除术 医学 泌尿科 边距(机器学习) 前列腺癌 前列腺 生化复发 肿瘤科 内科学 癌症 计算机科学 机器学习
作者
Sanaz Nourmohammadi Abadchi,Daniela C. Salles,Cynthia A. Flannery,Varun Sama,Frederick L. Baehner,João Paulo Zambon,Adrianna A. Mendes,Lia DePaula Oliveira,Misop Han,Yuezhou Jing,Alan W. Partin,Bruce J. Trock,Tamara L. Lotan
出处
期刊:BJUI [Wiley]
卷期号:134 (6): 939-944
标识
DOI:10.1111/bju.16445
摘要

Objectives To evaluate the utility of the 17‐gene Genomic Prostate Score® (GPS; MDxHealth, Irvine, CA, USA) performed on prostate cancer at the positive margin of the radical prostatectomy (RP) for its association with risk of subsequent biochemical recurrence (BCR). Patients and Methods We designed a case‐cohort for the outcome of BCR, selecting 223 from a cohort of 813 RP patients treated at Johns Hopkins from 2008 to 2017 with positive margins and available clinical data; of these, 213 had available tissue and clinical data. RNA was isolated from formalin‐fixed paraffin‐embedded tumour tissue adjacent to the positive surgical margin and the GPS was evaluable in 203 of these patients with a score ranging from 0 to 100, with higher scores indicating higher risk. All patients underwent RP with or without adjuvant radiation therapy (ART). The statistical analysis employed Cox proportional hazards regression models for outcome of BCR weighted for case‐cohort design. Results In univariable analysis, every 20‐unit increase in the GPS was associated with a nearly threefold increase in risk of BCR (hazard ratio [HR] per 20 units 2.82, P < 0.001). In a multivariable Cox model adjusted for age, race, Cancer of the Prostate Risk Assessment Postsurgical score, Grade Group at the positive margin, and ART, the GPS was significantly associated with BCR (HR 1.56 per 20 units; 95% confidence interval 1.11–2.19; P = 0.011). The study is limited by its retrospective and single institution design. Conclusions The GPS at the positive surgical margin could help stratify prognosis and inform clinical decision‐making regarding adjuvant therapy after RP.
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