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miRspring:一个用于分析 miRNA-seq 数据的紧凑独立的研究工具。

miRspring: a compact standalone research tool for analyzing miRNA-seq data.

机构信息

Molecular Genetics Division, Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales, 2010, Australia and St Vincent's Clinical School, University of New South Wales, 2052, Australia.

出版信息

Nucleic Acids Res. 2013 Aug;41(15):e147. doi: 10.1093/nar/gkt485. Epub 2013 Jun 17.

Abstract

High-throughput sequencing for microRNA (miRNA) profiling has revealed a vast complexity of miRNA processing variants, but these are difficult to discern for those without bioinformatics expertise and large computing capability. In this article, we present miRNA Sequence Profiling (miRspring) (http://mirspring.victorchang.edu.au), a software solution that creates a small portable research document that visualizes, calculates and reports on the complexities of miRNA processing. We designed an index-compression algorithm that allows the miRspring document to reproduce a complete miRNA sequence data set while retaining a small file size (typically <3 MB). Through analysis of 73 public data sets, we demonstrate miRspring's features in assessing quality parameters, miRNA cluster expression levels and miRNA processing. Additionally, we report on a new class of miRNA variants, which we term seed-isomiRs, identified through the novel visualization tools of the miRspring document. Further investigation identified that ∼30% of human miRBase entries are likely to have a seed-isomiR. We believe that miRspring will be a highly useful research tool that will enhance the analysis of miRNA data sets and thus increase our understanding of miRNA biology.

摘要

高通量测序用于 microRNA (miRNA) 分析已经揭示了 miRNA 处理变体的巨大复杂性,但对于没有生物信息学专业知识和大型计算能力的人来说,这些变体很难识别。在本文中,我们提出了 miRNA 序列分析 (miRspring)(http://mirspring.victorchang.edu.au),这是一种软件解决方案,它创建了一个小型便携的研究文档,用于可视化、计算和报告 miRNA 处理的复杂性。我们设计了一种索引压缩算法,允许 miRspring 文档在保留小文件大小(通常<3MB)的同时复制完整的 miRNA 序列数据集。通过对 73 个公共数据集的分析,我们展示了 miRspring 在评估质量参数、miRNA 簇表达水平和 miRNA 处理方面的功能。此外,我们还报告了一类新的 miRNA 变体,我们称之为种子同型体(isomiRs),通过 miRspring 文档的新可视化工具识别出来。进一步的研究表明,约 30%的人类 miRBase 条目可能有一个种子同型体。我们相信 miRspring 将成为一个非常有用的研究工具,它将增强 miRNA 数据集的分析,从而提高我们对 miRNA 生物学的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/21b2/3753622/ab8825c85b7f/gkt485f1p.jpg

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