Clinical features of prostate cancer by polygenic risk score

IF 1.8 4区 医学 Q3 GENETICS & HEREDITY
Christina Spears, Menglin Xu, Abigail Shoben, Shawn Dason, Amanda Ewart Toland, Lindsey Byrne
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Abstract

Genome-wide association studies have identified more than 290 single nucleotide variants (SNVs) associated with prostate cancer. These SNVs can be combined to generate a Polygenic Risk Score (PRS), which estimates an individual’s risk to develop prostate cancer. Identifying individuals at higher risk for prostate cancer using PRS could allow for personalized screening recommendations, improve current screening tools, and potentially result in improved survival rates, but more research is needed before incorporating them into clinical use. Our study aimed to investigate associations between PRS and clinical factors in affected individuals, including age of diagnosis, metastases, histology, International Society of Urological Pathology (ISUP) Grade Group (GG) and family history of prostate cancer, while taking into account germline genetic testing in known prostate cancer related genes. To evaluate the relationship between these clinical factors and PRS, a quantitative retrospective chart review of 250 individuals of European ancestry diagnosed with prostate cancer who received genetic counseling services at The Ohio State University’s Genitourinary Cancer Genetics Clinic and a 72-SNV PRS through Ambry Genetics, was performed. We found significant associations between higher PRS and younger age of diagnosis (p = 0.002), lower frequency of metastases (p = 0.006), and having a first-degree relative diagnosed with prostate cancer (p = 0.024). We did not observe significant associations between PRS and ISUP GG, histology or a having a second-degree relative with prostate cancer. These findings provide insights into features associated with higher PRS, but larger multi-ancestral studies using PRS that are informative across populations are needed to understand its clinical utility.

多基因风险评分显示的前列腺癌临床特征
全基因组关联研究发现了 290 多个与前列腺癌相关的单核苷酸变异(SNV)。这些 SNV 可以组合生成多基因风险评分 (PRS),从而估算出个体罹患前列腺癌的风险。利用多基因风险评分识别前列腺癌高危人群可以提供个性化筛查建议,改善目前的筛查工具,并有可能提高生存率,但在将其应用于临床之前还需要更多的研究。我们的研究旨在调查 PRS 与受影响个体的临床因素之间的关系,包括诊断年龄、转移、组织学、国际泌尿病理学会(ISUP)分级组(GG)和前列腺癌家族史,同时考虑到已知前列腺癌相关基因的种系遗传检测。为了评估这些临床因素与 PRS 之间的关系,我们对 250 名在俄亥俄州立大学泌尿生殖系统癌症遗传诊所接受遗传咨询服务并通过 Ambry Genetics 进行 72-SNV PRS 的欧洲血统前列腺癌患者进行了定量回顾性病历审查。我们发现,较高的 PRS 与较年轻的诊断年龄(p = 0.002)、较低的转移频率(p = 0.006)以及一级亲属被诊断为前列腺癌(p = 0.024)之间存在明显关联。我们没有观察到 PRS 与 ISUP GG、组织学或二级亲属罹患前列腺癌之间存在明显关联。这些研究结果让我们了解了与较高 PRS 相关的特征,但要了解 PRS 的临床用途,还需要使用 PRS 进行更大规模的多世系研究,以了解不同人群的信息。
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来源期刊
Familial Cancer
Familial Cancer 医学-遗传学
CiteScore
4.10
自引率
4.50%
发文量
36
审稿时长
6-12 weeks
期刊介绍: In recent years clinical cancer genetics has become increasingly important. Several events, in particular the developments in DNA-based technology, have contributed to this evolution. Clinical cancer genetics has now matured to a medical discipline which is truly multidisciplinary in which clinical and molecular geneticists work together with clinical and medical oncologists as well as with psycho-social workers. Due to the multidisciplinary nature of clinical cancer genetics most papers are currently being published in a wide variety of journals on epidemiology, oncology and genetics. Familial Cancer provides a forum bringing these topics together focusing on the interests and needs of the clinician. The journal mainly concentrates on clinical cancer genetics. Most major areas in the field shall be included, such as epidemiology of familial cancer, molecular analysis and diagnosis, clinical expression, treatment and prevention, counselling and the health economics of familial cancer.
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