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Current Challenges in Development of Differentially Expressed and Prognostic Prostate Cancer Biomarkers

机译:差异表达和预后前列腺癌生物标志物开发中的当前挑战

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Introduction. Predicting the aggressiveness of prostate cancer at biopsy is invaluable in making treatment decisions. In this paper we review the differential expression of genes and microRNAs identified through microarray analysis as potentially useful markers for prostate cancer prognosis and discuss some of the challenges associated with their development.Methods. A review of the literature was conducted through Medline. Articles were identified through searches of the following terms: “prostate cancer AND differential expression”, “prostate cancer prognosis”, and “prostate cancer AND microRNAs”.Results. Though numerous differentially expressed genes and microRNAs were identified as possible prognostic markers, the significance of several of these genes is either debated due to conflicting results or is not validated in other study populations. A few of the articles constructed predictive nomograms using a panel of biomarkers which require further validation. Challenges to the development of useful markers include different methodology, cancer heterogeneity, and sampling error. These can be overcome by categorizing prognostic factors into particular gene pathways or by supplementing biopsy information with blood or urine-based biomarkers.Conclusion. Though biomarkers based on differential expression offer the potential to improve decision making concerning prostate cancer, further validation of their utility and accuracy at the biopsy level is needed.
机译:介绍。在制定治疗决策时,预测前列腺癌在活检时的侵袭性非常重要。在本文中,我们综述了通过微阵列分析确定的基因和microRNA的差异表达,这些差异可作为前列腺癌预后的潜在有用标记,并讨论了与它们的发展相关的一些挑战。通过Medline对文献进行了回顾。通过搜索以下术语来识别文章:“前列腺癌和差异表达”,“前列腺癌预后”和“前列腺癌和microRNA”。结果。尽管已鉴定出许多差异表达基因和微小RNAs作为可能的预后标志物,但其中一些基因的意义由于结果矛盾而争论不休,或者在其他研究人群中未得到验证。一些文章使用一组需要进一步验证的生物标志物构建了预测列线图。开发有用标记的挑战包括不同的方法,癌症异质性和采样误差。可以通过将预后因素归类为特定的基因途径或通过以血液或尿液为基础的生物标志物补充活检信息来克服这些问题。尽管基于差异表达的生物标志物有可能改善有关前列腺癌的决策,但仍需要在活检水平上进一步验证其效用和准确性。

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