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基于尿液的 DNA 甲基化分析检测方法 ProCUrE,用于鉴定具有临床意义的前列腺癌。

A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer.

机构信息

Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada.

Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, Canada.

出版信息

Clin Epigenetics. 2018 Nov 23;10(1):147. doi: 10.1186/s13148-018-0575-z.

Abstract

BACKGROUND

Prevention of unnecessary biopsies and overtreatment of indolent disease remains a challenge in the management of prostate cancer. Novel non-invasive tests that can identify clinically significant (intermediate-risk and high-risk) diseases are needed to improve risk stratification and monitoring of prostate cancer patients. Here, we investigated a panel of six DNA methylation biomarkers in urine samples collected post-digital rectal exam from patients undergoing prostate biopsy, for their utility to guide decision making for diagnostic biopsy and early detection of aggressive prostate cancer.

RESULTS

We recruited 408 patients in risk categories ranging from benign to low-, intermediate-, and high-risk prostate cancer from three international cohorts. Patients were separated into 2/3 training and 1/3 validation cohorts. Methylation biomarkers were analyzed in post-digital rectal exam urinary sediment DNA by quantitative MethyLight assay and investigated for their association with any or aggressive prostate cancers. We developed a Prostate Cancer Urinary Epigenetic (ProCUrE) assay based on an optimal two-gene (HOXD3 and GSTP1) LASSO model, derived from methylation values in the training cohort, and assessed ProCUrE's diagnostic and prognostic ability for prostate cancer in both the training and validation cohorts. ProCUrE demonstrated improved prostate cancer diagnosis and identification of patients with clinically significant disease in both the training and validation cohorts. Using three different risk stratification criteria (Gleason score, D'Amico criteria, and CAPRA score), we found that the positive predictive value for ProCUrE was higher (59.4-78%) than prostate specific antigen (PSA) (38.2-72.1%) for all risk category comparisons. ProCUrE also demonstrated additive value to PSA in identifying GS ≥ 7 PCa compared to PSA alone (DeLong's test p = 0.039), as well as additive value to the PCPT risk calculator for identifying any PCa and GS ≥ 7 PCa (DeLong's test p = 0.011 and 0.022, respectively).

CONCLUSIONS

ProCUrE is a promising non-invasive urinary methylation assay for the early detection and prognostication of prostate cancer. ProCUrE has the potential to supplement PSA testing to identify patients with clinically significant prostate cancer.

摘要

背景

在前列腺癌的管理中,预防不必要的活检和过度治疗惰性疾病仍然是一个挑战。需要新型的非侵入性测试来识别具有临床意义的(中危和高危)疾病,以改善前列腺癌患者的风险分层和监测。在这里,我们研究了一组 6 个尿液样本中的 DNA 甲基化生物标志物,这些样本来自接受前列腺活检的患者,以评估其在指导诊断活检和早期检测侵袭性前列腺癌方面的效用。

结果

我们从三个国际队列中招募了 408 名处于良性至低危、中危和高危前列腺癌风险类别的患者。患者被分为 2/3 的训练队列和 1/3 的验证队列。通过定量 MethyLight 检测分析尿液沉渣 DNA 中的甲基化生物标志物,并研究其与任何或侵袭性前列腺癌的关联。我们基于训练队列中的甲基化值,开发了一种基于最佳两基因(HOXD3 和 GSTP1)LASSO 模型的前列腺癌尿表观遗传(ProCUrE)检测方法,并评估了 ProCUrE 在训练和验证队列中对前列腺癌的诊断和预后能力。ProCUrE 提高了前列腺癌的诊断能力,并在训练和验证队列中识别出具有临床意义疾病的患者。使用三种不同的风险分层标准(Gleason 评分、D'Amico 标准和 CAPRA 评分),我们发现 ProCUrE 的阳性预测值(59.4-78%)高于 PSA(38.2-72.1%),用于所有风险类别比较。与 PSA 相比,ProCUrE 还能更好地识别出 GS≥7 PCa 的患者(DeLong 检验 p=0.039),并能更好地识别出 PCPT 风险计算器中的任何 PCa 和 GS≥7 PCa(DeLong 检验 p=0.011 和 0.022)。

结论

ProCUrE 是一种有前途的非侵入性尿甲基化检测方法,可用于前列腺癌的早期检测和预后。ProCUrE 有可能补充 PSA 检测,以识别具有临床意义的前列腺癌患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d767/6260648/ae9bbd279efb/13148_2018_575_Fig1_HTML.jpg

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