febit biomed gmbh, Heidelberg, Germany.
PLoS One. 2009 Oct 13;4(10):e7440. doi: 10.1371/journal.pone.0007440.
Multiple sclerosis (MS) is a chronic inflammatory demyelinating disease of the central nervous system, which is heterogenous with respect to clinical manifestations and response to therapy. Identification of biomarkers appears desirable for an improved diagnosis of MS as well as for monitoring of disease activity and treatment response. MicroRNAs (miRNAs) are short non-coding RNAs, which have been shown to have the potential to serve as biomarkers for different human diseases, most notably cancer. Here, we analyzed the expression profiles of 866 human miRNAs. In detail, we investigated the miRNA expression in blood cells of 20 patients with relapsing-remitting MS (RRMS) and 19 healthy controls using a human miRNA microarray and the Geniom Real Time Analyzer (GRTA) platform. We identified 165 miRNAs that were significantly up- or downregulated in patients with RRMS as compared to healthy controls. The best single miRNA marker, hsa-miR-145, allowed discriminating MS from controls with a specificity of 89.5%, a sensitivity of 90.0%, and an accuracy of 89.7%. A set of 48 miRNAs that was evaluated by radial basis function kernel support vector machines and 10-fold cross validation yielded a specificity of 95%, a sensitivity of 97.6%, and an accuracy of 96.3%. While 43 of the 165 miRNAs deregulated in patients with MS have previously been related to other human diseases, the remaining 122 miRNAs are so far exclusively associated with MS. The implications of our study are twofold. The miRNA expression profiles in blood cells may serve as a biomarker for MS, and deregulation of miRNA expression may play a role in the pathogenesis of MS.
多发性硬化症(MS)是一种中枢神经系统的慢性炎症性脱髓鞘疾病,其临床表现和治疗反应存在异质性。为了提高 MS 的诊断水平,以及监测疾病活动和治疗反应,识别生物标志物似乎是必要的。microRNAs(miRNAs)是短的非编码 RNA,已经显示出有潜力作为不同人类疾病的生物标志物,尤其是癌症。在这里,我们分析了 866 个人类 miRNA 的表达谱。具体来说,我们使用人类 miRNA 微阵列和 Geniom Real Time Analyzer(GRTA)平台,研究了 20 名复发缓解型多发性硬化症(RRMS)患者和 19 名健康对照者的血细胞中 miRNA 的表达情况。我们发现 165 个 miRNA 在 RRMS 患者中明显上调或下调。作为 MS 与对照组鉴别的最佳单个 miRNA 标志物 hsa-miR-145,特异性为 89.5%,敏感性为 90.0%,准确性为 89.7%。通过径向基函数核支持向量机和 10 倍交叉验证评估的一组 48 个 miRNA 具有 95%的特异性、97.6%的敏感性和 96.3%的准确性。在 MS 患者中失调的 165 个 miRNA 中有 43 个之前与其他人类疾病有关,而其余 122 个 miRNA 迄今为止仅与 MS 有关。我们研究的意义有两个方面。血细胞中的 miRNA 表达谱可能作为 MS 的生物标志物,miRNA 表达的失调可能在 MS 的发病机制中起作用。