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循环 microRNAs 与 PSA 联合用于准确、无创的前列腺癌检测。

Circulating microRNAs combined with PSA for accurate and non-invasive prostate cancer detection.

机构信息

Laboratory of Cancer Genomics, Fondazione Edo ed Elvo Tempia, via Malta, Biella, Italy.

Department of Mathematical Sciences, Politecnico di Torino, Corso Duca degli Abruzzi, Torino, Italy.

出版信息

Carcinogenesis. 2019 Apr 29;40(2):246-253. doi: 10.1093/carcin/bgy167.

Abstract

The dosage of prostate-specific antigen (PSA), an easily evaluable and non-invasive biomarker, has made early detection of prostate cancer (PCa) possible. However, it leads to high percentages of unnecessary biopsies and may miss aggressive tumors in men with PSA levels below 4 ng/ml. Therefore, we propose to combine circulating microRNAs (miRs) with PSA, to improve the diagnostic route for PCa. Plasma miR profiling identified candidate diagnostic miRs in a discovery cohort of 60 tumors and 60 controls (men with benign prostatic hyperplasia or healthy donors). Linear models with an empirical Bayesian approach and multivariate penalized logistic regression were applied to select tumor-associated miRs and/or clinical variables. A classifier was developed and tested on a validation cohort of 68 tumors and 174 controls consecutively collected, where miRs were evaluated by quantitative real-time polymerase chain reaction. A classifier based on miR-103a-3p, let-7a-5p and PSA could detect both overall and clinically significant tumors better than PSA alone, even in 50-69 years aged men with PSA ≤ 4 ng/ml. Even in the validation cohort, the classifier performed better than PSA alone in terms of specificity and positive predictive value, allowing to correctly identify eight out of nine tumors undetected by PSA, including three high-risk and three tumors in 50-69 years old men. Of carriers of non-malignant lesions with PSA in the 4-16 ng/ml interval, who may avoid unnecessary biopsies, 34% were correctly identified. Coupling two circulating miRs with PSA could be a useful strategy to diagnose clinically significant PCa and avoid an important fraction of unnecessary biopsies.

摘要

前列腺特异性抗原(PSA)的剂量是一种易于评估且非侵入性的生物标志物,它使得前列腺癌(PCa)的早期检测成为可能。然而,它导致了高比例的不必要的活检,并且可能会错过 PSA 水平低于 4ng/ml 的男性中的侵袭性肿瘤。因此,我们建议将循环 microRNAs(miRs)与 PSA 相结合,以改善 PCa 的诊断途径。在 60 个肿瘤和 60 个对照(良性前列腺增生或健康供体)的发现队列中,通过血浆 miR 谱分析确定了候选诊断 miR。应用具有经验贝叶斯方法和多元惩罚逻辑回归的线性模型来选择与肿瘤相关的 miR 和/或临床变量。在连续收集的 68 个肿瘤和 174 个对照的验证队列中,开发并测试了一个分类器,其中 miR 通过定量实时聚合酶链反应进行评估。基于 miR-103a-3p、let-7a-5p 和 PSA 的分类器可以比单独 PSA 更好地检测出总体和临床显著肿瘤,即使在 PSA≤4ng/ml 的 50-69 岁男性中也是如此。即使在验证队列中,该分类器在特异性和阳性预测值方面也优于单独 PSA,能够正确识别 PSA 无法检测到的 9 个肿瘤中的 8 个,包括 3 个高危肿瘤和 3 个 50-69 岁男性的肿瘤。在 PSA 处于 4-16ng/ml 区间的非恶性病变携带者中,有 34%可以正确识别,可以避免不必要的活检。将两种循环 miR 与 PSA 相结合可能是诊断临床显著 PCa 并避免不必要活检的重要策略。

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