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使用下一代测序技术对人乳腺癌细胞系分泌的外泌体中的 RNA 进行表征。

Characterization of RNA in exosomes secreted by human breast cancer cell lines using next-generation sequencing.

机构信息

Department of Genome and Gene Expression Data Analysis, Bioinformatics Institute, Singapore.

Interdisciplinary Research Centre, Malankara Catholic College, Mariagiri, Kaliakkavilai, Tamil Nadu, India.

出版信息

PeerJ. 2013 Nov 5;1:e201. doi: 10.7717/peerj.201. eCollection 2013.

Abstract

Exosomes are nanosized (30-100 nm) membrane vesicles secreted by most cell types. Exosomes have been found to contain various RNA species including miRNA, mRNA and long non-protein coding RNAs. A number of cancer cells produce elevated levels of exosomes. Because exosomes have been isolated from most body fluids they may provide a source for non-invasive cancer diagnostics. Transcriptome profiling that uses deep-sequencing technologies (RNA-Seq) offers enormous amount of data that can be used for biomarkers discovery, however, in case of exosomes this approach was applied only for the analysis of small RNAs. In this study, we utilized RNA-Seq technology to analyze RNAs present in microvesicles secreted by human breast cancer cell lines. Exosomes were isolated from the media conditioned by two human breast cancer cell lines, MDA-MB-231 and MDA-MB-436. Exosomal RNA was profiled using the Ion Torrent semiconductor chip-based technology. Exosomes were found to contain various classes of RNA with the major class represented by fragmented ribosomal RNA (rRNA), in particular 28S and 18S rRNA subunits. Analysis of exosomal RNA content revealed that it reflects RNA content of the donor cells. Although exosomes produced by the two cancer cell lines shared most of the RNA species, there was a number of non-coding transcripts unique to MDA-MB-231 and MDA-MB-436 cells. This suggests that RNA analysis might distinguish exosomes produced by low metastatic breast cancer cell line (MDA-MB-436) from that produced by highly metastatic breast cancer cell line (MDA-MB-231). The analysis of gene ontologies (GOs) associated with the most abundant transcripts present in exosomes revealed significant enrichment in genes encoding proteins involved in translation and rRNA and ncRNA processing. These GO terms indicate most expressed genes for both, cellular and exosomal RNA. For the first time, using RNA-seq, we examined the transcriptomes of exosomes secreted by human breast cancer cells. We found that most abundant exosomal RNA species are the fragments of 28S and 18S rRNA subunits. This limits the number of reads from other RNAs. To increase the number of detectable transcripts and improve the accuracy of their expression level the protocols allowing depletion of fragmented rRNA should be utilized in the future RNA-seq analyses on exosomes. Present data revealed that exosomal transcripts are representative of their cells of origin and thus could form basis for detection of tumor specific markers.

摘要

外泌体是大多数细胞类型分泌的纳米大小(30-100nm)的膜囊泡。已经发现外泌体包含各种 RNA 种类,包括 miRNA、mRNA 和长非编码 RNA。一些癌细胞产生高水平的外泌体。由于外泌体已从大多数体液中分离出来,因此它们可能为非侵入性癌症诊断提供来源。使用深度测序技术(RNA-Seq)的转录组谱分析提供了大量可用于生物标志物发现的数据,然而,在这种情况下,该方法仅应用于小 RNA 的分析。在这项研究中,我们利用 RNA-Seq 技术分析了由人乳腺癌细胞系分泌的微囊泡中的 RNA。从两种人乳腺癌细胞系 MDA-MB-231 和 MDA-MB-436 培养的条件培养基中分离出外泌体。使用 Ion Torrent 半导体芯片技术对外泌体 RNA 进行了分析。发现外泌体含有各种 RNA 类别,主要类别是核糖体 RNA(rRNA)的片段,特别是 28S 和 18S rRNA 亚基。对外泌体 RNA 含量的分析表明,它反映了供体细胞的 RNA 含量。尽管两种癌细胞系产生的外泌体共享大多数 RNA 种类,但有一些非编码转录本是 MDA-MB-231 和 MDA-MB-436 细胞所特有的。这表明 RNA 分析可能能够区分低转移性乳腺癌细胞系(MDA-MB-436)产生的外泌体和高转移性乳腺癌细胞系(MDA-MB-231)产生的外泌体。与外泌体中最丰富的转录本相关的基因本体论(GO)分析表明,在翻译和 rRNA 及 ncRNA 加工中涉及的蛋白质编码基因显著富集。这些 GO 术语表明,细胞内和外泌体 RNA 都表达了最丰富的基因。这是首次使用 RNA-Seq 检查人乳腺癌细胞分泌的外泌体的转录组。我们发现,最丰富的外泌体 RNA 种类是 28S 和 18S rRNA 亚基的片段。这限制了其他 RNA 的读段数量。为了增加可检测转录本的数量并提高其表达水平的准确性,在未来的外泌体 RNA-Seq 分析中应利用允许片段化 rRNA 耗尽的方案。目前的数据表明,外泌体转录本代表其起源细胞,因此可能成为检测肿瘤特异性标志物的基础。

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