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用于在植物中实现更好基因沉默的生物信息学工具。

Bioinformatics tools for achieving better gene silencing in plants.

作者信息

Ahmed Firoz, Dai Xinbin, Zhao Patrick Xuechun

机构信息

Plant Biology Division, The Samuel Roberts Noble Foundation, 2510 Sam Noble Parkway, Ardmore, OK, 73401, USA.

出版信息

Methods Mol Biol. 2015;1287:43-60. doi: 10.1007/978-1-4939-2453-0_3.

DOI:10.1007/978-1-4939-2453-0_3
PMID:25740355
Abstract

RNA interference (RNAi) is one of the most popular and effective molecular technologies for knocking down the expression of an individual gene of interest in living organisms. Yet the technology still faces the major issue of nonspecific gene silencing, which can compromise gene functional characterization and the interpretation of phenotypes associated with individual gene knockdown. Designing an effective and target-specific small interfering RNA (siRNA) for induction of RNAi is therefore the major challenge in RNAi-based gene silencing. A 'good' siRNA molecule must possess three key features: (a) the ability to specifically silence an individual gene of interest, (b) little or no effect on the expressions of unintended siRNA gene targets (off-target genes), and (c) no cell toxicity. Although several siRNA design and analysis algorithms have been developed, only a few of them are specifically focused on gene silencing in plants. Furthermore, current algorithms lack a comprehensive consideration of siRNA specificity, efficacy, and nontoxicity in siRNA design, mainly due to lack of integration of all known rules that govern different steps in the RNAi pathway. In this review, we first describe popular RNAi methods that have been used for gene silencing in plants and their serious limitations regarding gene-silencing potency and specificity. We then present novel, rationale-based strategies in combination with computational and experimental approaches to induce potent, specific, and nontoxic gene silencing in plants.

摘要

RNA干扰(RNAi)是用于在活生物体中敲低单个目的基因表达的最流行且有效的分子技术之一。然而,该技术仍然面临非特异性基因沉默这一主要问题,这可能会影响基因功能表征以及与单个基因敲低相关的表型解释。因此,设计一种有效且靶向特异性的小干扰RNA(siRNA)以诱导RNAi是基于RNAi的基因沉默中的主要挑战。一个“好的”siRNA分子必须具备三个关键特征:(a)特异性沉默单个目的基因的能力;(b)对非预期的siRNA基因靶标(脱靶基因)的表达几乎没有影响;(c)无细胞毒性。尽管已经开发了几种siRNA设计和分析算法,但其中只有少数专门针对植物中的基因沉默。此外,当前的算法在siRNA设计中缺乏对siRNA特异性、有效性和无毒性的全面考虑,主要是由于缺乏对RNAi途径中不同步骤的所有已知规则的整合。在本综述中,我们首先描述了已用于植物基因沉默的流行RNAi方法及其在基因沉默效力和特异性方面的严重局限性。然后,我们提出了结合计算和实验方法的新颖的、基于原理的策略,以在植物中诱导高效、特异性和无毒性的基因沉默。

相似文献

1
Bioinformatics tools for achieving better gene silencing in plants.用于在植物中实现更好基因沉默的生物信息学工具。
Methods Mol Biol. 2015;1287:43-60. doi: 10.1007/978-1-4939-2453-0_3.
2
Caveat of RNAi in plants: the off-target effect.植物RNA干扰的注意事项:脱靶效应。
Methods Mol Biol. 2011;744:13-25. doi: 10.1007/978-1-61779-123-9_2.
3
RNAi for functional genomics in plants.植物功能基因组学的 RNAi 技术。
Brief Funct Genomics. 2010 Mar;9(2):111-7. doi: 10.1093/bfgp/elp052. Epub 2010 Jan 6.
4
Computational siRNA design considering alternative splicing.考虑可变剪接的计算性小干扰RNA设计
Methods Mol Biol. 2010;623:81-92. doi: 10.1007/978-1-60761-588-0_5.
5
Advances in plant gene silencing methods.植物基因沉默方法的进展。
Methods Mol Biol. 2015;1287:3-23. doi: 10.1007/978-1-4939-2453-0_1.
6
An siRNA designing tool with a unique functional off-target filtering approach.一种具有独特功能的脱靶过滤方法的 siRNA 设计工具。
J Biomol Struct Dyn. 2013;31(11):1343-57. doi: 10.1080/07391102.2012.736758. Epub 2012 Nov 12.
7
Soft computing model for optimized siRNA design by identifying off target possibilities using artificial neural network model.通过使用人工神经网络模型识别脱靶可能性来优化siRNA设计的软计算模型。
Gene. 2015 May 15;562(2):152-8. doi: 10.1016/j.gene.2015.02.067. Epub 2015 Feb 25.
8
Those interfering little RNAs! Silencing and eliminating chromatin.那些起干扰作用的小RNA!使染色质沉默并消除。
Curr Opin Genet Dev. 2004 Apr;14(2):174-80. doi: 10.1016/j.gde.2004.02.006.
9
The design, preparation, and evaluation of asymmetric small interfering RNA for specific gene silencing in mammalian cells.用于哺乳动物细胞中特定基因沉默的不对称小分子干扰RNA的设计、制备及评估。
Methods Mol Biol. 2013;942:135-52. doi: 10.1007/978-1-62703-119-6_7.
10
Properties of gene knockdown system by vector-based siRNA in zebrafish.基于载体的小干扰RNA在斑马鱼中基因敲低系统的特性
Dev Growth Differ. 2013 Dec;55(9):755-65. doi: 10.1111/dgd.12091. Epub 2013 Oct 7.

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P-SAMS: a web site for plant artificial microRNA and synthetic trans-acting small interfering RNA design.P-SAMS:一个用于植物人工微小RNA和合成反式作用小干扰RNA设计的网站。
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