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多发性骨髓瘤中的 microRNA 表达与遗传亚型、免疫球蛋白类型和生存相关。

MicroRNA expression in multiple myeloma is associated with genetic subtype, isotype and survival.

机构信息

Nuffield Department of Clinical Laboratory Sciences, University of Oxford, John Radcliffe Hospital, UK.

出版信息

Biol Direct. 2011 May 18;6:23. doi: 10.1186/1745-6150-6-23.

Abstract

BACKGROUND

MicroRNAs are small RNA species that regulate gene expression post-transcriptionally and are aberrantly expressed in many cancers including hematological malignancies. However, the role of microRNAs in the pathogenesis of multiple myeloma (MM) is only poorly understood. We therefore used microarray analysis to elucidate the complete miRNome (miRBase version 13.0) of purified tumor (CD138+) cells from 33 patients with MM, 5 patients with monoclonal gammopathy of undetermined significance (MGUS) and 9 controls.

RESULTS

Unsupervised cluster analysis revealed that MM and MGUS samples have a distinct microRNA expression profile from control CD138+ cells. The majority of microRNAs aberrantly expressed in MM (109/129) were up-regulated. A comparison of these microRNAs with those aberrantly expressed in other B-cell and T-cell malignancies revealed a surprising degree of similarity (~40%) suggesting the existence of a common lymphoma microRNA signature. We identified 39 microRNAs associated with the pre-malignant condition MGUS. Twenty-three (59%) of these were also aberrantly expressed in MM suggesting common microRNA expression events in MM progression. MM is characterized by multiple chromosomal abnormalities of varying prognostic significance. We identified specific microRNA signatures associated with the most common IgH translocations (t(4;14) and t(11;14)) and del(13q). Expression levels of these microRNAs were distinct between the genetic subtypes (by cluster analysis) and correctly predicted these abnormalities in > 85% of cases using the support vector machine algorithm. Additionally, we identified microRNAs associated with light chain only myeloma, as well as IgG and IgA-type MM. Finally, we identified 32 microRNAs associated with event-free survival (EFS) in MM, ten of which were significant by univariate (logrank) survival analysis.

CONCLUSIONS

In summary, this work has identified aberrantly expressed microRNAs associated with the diagnosis, pathogenesis and prognosis of MM, data which will prove an invaluable resource for understanding the role of microRNAs in this devastating disease.

摘要

背景

microRNAs 是一种小 RNA 分子,能够在后转录水平调控基因表达,在包括血液恶性肿瘤在内的许多癌症中异常表达。然而, microRNAs 在多发性骨髓瘤(MM)发病机制中的作用还知之甚少。因此,我们使用微阵列分析来阐明来自 33 例 MM 患者、5 例单克隆丙种球蛋白病(MGUS)患者和 9 例对照的纯化肿瘤(CD138+)细胞的完整 microRNome(miRBase 版本 13.0)。

结果

无监督聚类分析显示,MM 和 MGUS 样本与对照 CD138+细胞具有明显不同的 microRNA 表达谱。在 MM 中异常表达的大多数 microRNAs(109/129)上调。将这些 microRNAs 与其他 B 细胞和 T 细胞恶性肿瘤中异常表达的 microRNAs 进行比较,发现惊人的相似程度(约 40%),这表明存在一个共同的淋巴瘤 microRNA 特征。我们鉴定了与前恶性状态 MGUS 相关的 39 个 microRNAs。其中 23 个(59%)在 MM 中也异常表达,这表明 MM 进展过程中有共同的 microRNA 表达事件。MM 的特征是存在多种不同预后意义的染色体异常。我们鉴定了与最常见的 IgH 易位(t(4;14)和 t(11;14))和 del(13q)相关的特定 microRNA 特征。这些 microRNAs 的表达水平在遗传亚型之间通过聚类分析进行区分,并使用支持向量机算法正确预测了>85%的病例中的这些异常。此外,我们还鉴定了与轻链仅骨髓瘤、IgG 和 IgA 型 MM 相关的 microRNAs。最后,我们鉴定了与 MM 无事件生存(EFS)相关的 32 个 microRNAs,其中 10 个在单变量(logrank)生存分析中具有统计学意义。

结论

总之,这项工作鉴定了与 MM 的诊断、发病机制和预后相关的异常表达 microRNAs,这些数据将为理解 microRNAs 在这种毁灭性疾病中的作用提供宝贵的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dd87/3120802/b4d0ec789d05/1745-6150-6-23-1.jpg

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