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减少用于下一代测序的文库中小RNA的连接偏倚。

Reducing ligation bias of small RNAs in libraries for next generation sequencing.

作者信息

Sorefan Karim, Pais Helio, Hall Adam E, Kozomara Ana, Griffiths-Jones Sam, Moulton Vincent, Dalmay Tamas

机构信息

School of Biological Sciences, University of East Anglia, Norwich, NR4 7TJ, UK.

School of Computing Sciences, University of East Anglia, Norwich, NR4 7TJ, UK.

出版信息

Silence. 2012 May 30;3(1):4. doi: 10.1186/1758-907X-3-4.

DOI:10.1186/1758-907X-3-4
PMID:22647250
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3489589/
Abstract

BACKGROUND

The use of nucleic acid-modifying enzymes has driven the rapid advancement in molecular biology. Understanding their function is important for modifying or improving their activity. However, functional analysis usually relies upon low-throughput experiments. Here we present a method for functional analysis of nucleic acid-modifying enzymes using next generation sequencing.

FINDINGS

We demonstrate that sequencing data of libraries generated by RNA ligases can reveal novel secondary structure preferences of these enzymes, which are used in small RNA cloning and library preparation for NGS. Using this knowledge we demonstrate that the cloning bias in small RNA libraries is RNA ligase-dependent. We developed a high definition (HD) protocol that reduces the RNA ligase-dependent cloning bias. The HD protocol doubled read coverage, is quantitative and found previously unidentified microRNAs. In addition, we show that microRNAs in miRBase are those preferred by the adapters of the main sequencing platform.

CONCLUSIONS

Sequencing bias of small RNAs partially influenced which microRNAs have been studied in depth; therefore most previous small RNA profiling experiments should be re-evaluated. New microRNAs are likely to be found, which were selected against by existing adapters. Preference of currently used adapters towards known microRNAs suggests that the annotation of all existing small RNAs, including miRNAs, siRNAs and piRNAs, has been biased.

摘要

背景

核酸修饰酶的使用推动了分子生物学的快速发展。了解它们的功能对于修饰或改善其活性很重要。然而,功能分析通常依赖于低通量实验。在此,我们提出一种使用下一代测序技术对核酸修饰酶进行功能分析的方法。

研究结果

我们证明,由RNA连接酶生成的文库的测序数据可以揭示这些酶新的二级结构偏好,这些偏好用于小RNA克隆和二代测序文库制备。利用这一知识,我们证明小RNA文库中的克隆偏差是RNA连接酶依赖性的。我们开发了一种高清(HD)方案,该方案减少了RNA连接酶依赖性克隆偏差。HD方案使读取覆盖率提高了一倍,具有定量性,并发现了以前未鉴定的微小RNA。此外,我们表明miRBase中的微小RNA是主要测序平台的接头所偏好的。

结论

小RNA的测序偏差部分影响了哪些微小RNA得到了深入研究;因此,大多数以前的小RNA谱分析实验应该重新评估。可能会发现新的微小RNA,它们是被现有接头筛选掉的。当前使用的接头对已知微小RNA的偏好表明,所有现有小RNA(包括miRNA、siRNA和piRNA)的注释都存在偏差。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1d2/3489589/33b02fb196df/1758-907X-3-4-3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1d2/3489589/58d7ee0670b0/1758-907X-3-4-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1d2/3489589/ed489b91ee15/1758-907X-3-4-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1d2/3489589/33b02fb196df/1758-907X-3-4-3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1d2/3489589/58d7ee0670b0/1758-907X-3-4-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1d2/3489589/ed489b91ee15/1758-907X-3-4-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1d2/3489589/33b02fb196df/1758-907X-3-4-3.jpg

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