Development and validation of nomogram to improve the specificity of multiparametric MRI for clinically significant prostate cancer

Author:

Shiekh Mohsin1,Houenstein Holly1,Ramahi Yousuf O.1,Shabir Usma1,Ghadersohi Sarah1,Zhu Denzel2,Zhu Michael2,Jing Zhe1,Attwood Kristopher1,Kauffman Eric1,Aboumohamed Ahmed3,Guru Khurshid1ORCID,Hussein Ahmed A.1ORCID

Affiliation:

1. Department of Urology Roswell Park Comprehensive Cancer Center Buffalo New York USA

2. Albert Einstein College of Medicine Bronx New York USA

3. Department of Urology Montefiore Medical Center Bronx New York USA

Abstract

ObjectiveTo develop and validate a nomogram to improve the specificity of prostate imaging reporting and data system (PI‐RADS) on multiparametric magnetic resonance imaging (MRI) for clinically significant prostate cancer on targeted fusion biopsy.MethodsA retrospective review of patients who underwent fusion biopsy for PI‐RADS 3–5 lesions using UroNav and Artemis systems between 2016 and 2022 was performed. Patients were divided into those with CS disease on fusion biopsy (Gleason grade group ≥2) versus those without. Multivariable analysis was used to identify variables associated with CS disease. A 100‐point nomogram was constructed, and ROC curve was generated.Results1485 lesions (1032 patients) were identified, 510 (34%) were PI‐RADS 3, 586 (40%) were PI‐RADS 4, and 389 (26%) were PI‐RADS 5. Of these, 11% of PI‐RADS 3, 39% of PI‐RADS 4, and 61% of PI‐RADS 5 showed CS disease. CS disease was associated with older age (OR 1.04, 95% CI 1.02–1.06, p < 0.01), previous negative biopsy (OR 0.52, 95% CI 0.36–0.74, p < 0.01), presence of multiple PI‐RADS 3–5 lesions (OR 0.61, 95% CI 0.45–0.83, p < 0.01), peripheral zone location (OR 1.88, 95% CI 1.30–2.70, p < 0.01), PSA density (OR 1.48 per 0.1 unit, 95% CI 1.33–1.64, p < 0.01), PI‐RADS score 4 (OR 3.28, 95% CI 2.21–4.87, p < 0.01), and PI‐RADS score 5 (OR 7.65, 95% CI 4.93–11.85, p < 0.01). Area under ROC curve was 82% for nomogram compared to 75% for PI‐RADS score alone.ConclusionWe report a nomogram that combines PI‐RADS score with other clinical parameters. The nomogram outperforms PI‐RADS score for the detection of CS prostate cancer.

Funder

Roswell Park Alliance Foundation, Roswell Park Cancer Institute

Publisher

Wiley

Subject

Urology

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3