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首页> 外文期刊>International Journal of Molecular Sciences >MicroRNAs as Biomarkers for Diagnosis, Prognosis and Theranostics in Prostate Cancer
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MicroRNAs as Biomarkers for Diagnosis, Prognosis and Theranostics in Prostate Cancer

机译:MicroRNA作为前列腺癌诊断,预后和治疗诊断的生物标志物

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Prostate cancer (PC) includes several phenotypes, from indolent to highly aggressive cancer. Actual diagnostic and prognostic tools have several limitations, and there is a need for new biomarkers to stratify patients and assign them optimal therapies by taking into account potential genetic and epigenetic differences. MicroRNAs (miRNAs) are small sequences of non-coding RNA regulating specific genes involved in the onset and development of PC. Stable miRNAs have been found in biofluids, such as serum and plasma; thus, the measurement of PC-associated miRNAs is emerging as a non-invasive tool for PC detection and monitoring. In this study, we conduct an in-depth literature review focusing on miRNAs that may contribute to the diagnosis and prognosis of PC. The role of miRNAs as a potential theranostic tool in PC is discussed. Using a meta-analysis approach, we found a group of 29 miRNAs with diagnostic properties and a group of seven miRNAs with prognostic properties, which were found already expressed in both biofluids and PC tissues. We tested the two miRNA groups on The Cancer Genome Atlas dataset of PC tissue samples with a machine-learning approach. Our results suggest that these 29 miRNAs should be considered as potential panel of biomarkers for the diagnosis of PC, both as in vivo non-invasive test and ex vivo confirmation test.
机译:前列腺癌(PC)包括从惰性癌症到高度侵袭性癌症的几种表型。实际的诊断和预后工具有几个局限性,因此需要新的生物标记物,以对患者进行分层并通过考虑潜在的遗传和表观遗传学差异为他们分配最佳疗法。 MicroRNA(miRNA)是非编码RNA的小序列,可调节参与PC发病和发育的特定基因。在诸如血清和血浆等生物流体中发现了稳定的miRNA;因此,与PC相关的miRNA的测量正在作为PC检测和监测的一种非侵入性工具而出现。在这项研究中,我们进行了针对miRNA的深入文献综述,miRNA可能有助于PC的诊断和预后。讨论了miRNA作为PC中潜在治疗方法的作用。使用荟萃分析方法,我们发现了一组具有诊断特性的29个miRNA和一组具有预后特性的7个miRNA,它们已经在生物流体和PC组织中表达。我们使用机器学习方法在PC组织样本的癌症基因组图谱数据集上测试了两个miRNA组。我们的结果表明,这29种miRNA都应被视为体内PC的潜在生物标志物,无论是体内非侵入性测试还是离体确认测试。

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