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利用下一代测序技术研究不同体液中小 RNA 的多样性和特征。

Diversity and signature of small RNA in different bodily fluids using next generation sequencing.

机构信息

Norgen Biotek Corp, Thorold, ON, L2V 4Y6, Canada.

Molecular Biology Department, National Research Centre, Dokki, Giza, Egypt.

出版信息

BMC Genomics. 2018 May 29;19(1):408. doi: 10.1186/s12864-018-4785-8.

Abstract

BACKGROUND

Small RNAs are critical components in regulating various cellular pathways. These molecules may be tissue-associated or circulating in bodily fluids and have been shown to associate with different tumors. Next generation sequencing (NGS) on small RNAs is a powerful tool for profiling and discovery of microRNAs (miRNAs).

RESULTS

In this study, we isolated total RNA from various bodily fluids: blood, leukocytes, serum, plasma, saliva, cell-free saliva, urine and cell-free urine. Next, we used Illumina's NGS platform and intensive bioinformatics analysis to investigate the distribution and signature of small RNAs in the various fluids. Successful NGS was accomplished despite the variations in RNA concentrations among the different fluids. Among the fluids studied, blood and plasma were found to be the most promising fluids for small RNA profiling as well as novel miRNA prediction. Saliva and urine yielded lower numbers of identifiable molecules and therefore were less reliable in small RNA profiling and less useful in predicting novel molecules. In addition, all fluids shared many molecules, including 139 miRNAs, the most abundant tRNAs, and the most abundant piwi-interacting RNAs (piRNAs). Fluids of similar origin (blood, urine or saliva) displayed closer clustering, while each fluid still retains its own characteristic signature based on its unique molecules and its levels of the common molecules. Donor urine samples showed sex-dependent differential clustering, which may prove useful for future studies.

CONCLUSIONS

This study shows the successful clustering and unique signatures of bodily fluids based on their miRNA, tRNA and piRNA content. With this information, cohorts may be differentiated based on multiple molecules from each small RNA class by a multidimensional assessment of the overall molecular signature.

摘要

背景

小 RNA 是调节各种细胞途径的关键组成部分。这些分子可能与组织相关或在体液中循环,并已被证明与不同的肿瘤有关。小 RNA 的下一代测序(NGS)是一种用于分析和发现 microRNAs(miRNAs)的强大工具。

结果

在这项研究中,我们从各种体液中分离出总 RNA:血液、白细胞、血清、血浆、唾液、无细胞唾液、尿液和无细胞尿液。然后,我们使用 Illumina 的 NGS 平台和密集的生物信息学分析来研究不同体液中小 RNA 的分布和特征。尽管不同液体中的 RNA 浓度存在差异,但仍成功进行了 NGS。在研究的液体中,血液和血浆被发现是小 RNA 分析以及新 miRNA 预测的最有前途的液体。唾液和尿液产生的可识别分子数量较少,因此在小 RNA 分析中不太可靠,在预测新分子方面也不太有用。此外,所有液体都共享许多分子,包括 139 个 miRNA、最丰富的 tRNA 和最丰富的 piwi 相互作用 RNA(piRNA)。来源相似的液体(血液、尿液或唾液)显示出更紧密的聚类,而每种液体仍然保留其自身的特征签名,基于其独特的分子及其常见分子的水平。供体尿液样本显示出性别依赖的差异聚类,这可能对未来的研究有用。

结论

这项研究显示了基于 miRNA、tRNA 和 piRNA 含量的体液成功聚类和独特特征。有了这些信息,就可以通过对整体分子特征的多维评估,根据每个小 RNA 类别的多个分子来区分队列。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae79/5975555/bf924b608391/12864_2018_4785_Fig1_HTML.jpg

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