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qiRNA预测器:一种用于预测粗糙脉孢菌中qiRNA的新型计算程序。

qiRNApredictor: A Novel Computational Program for the Prediction of qiRNAs in Neurospora crassa.

作者信息

Deng Haiyou, Liu Quan, Cao Wei, Gui Rong, Ma Chengzhang, Yi Ming, Yao Yuangen

机构信息

Department of Physics, College of Science, Huazhong Agricultural University, Wuhan, Hubei, China.

出版信息

PLoS One. 2016 Jul 18;11(7):e0159487. doi: 10.1371/journal.pone.0159487. eCollection 2016.

Abstract

Recently, a new type of small interfering RNAs (qiRNAs) of typically 20~21 nucleotides was found in Neurospora crassa and rice and has been shown to regulate gene silencing in the DNA damage response. Identification of qiRNAs is fundamental for dissecting regulatory functions and molecular mechanisms. In contrast to other expensive and time-consuming experimental methods, the computational prediction of qiRNAs is a conveniently rapid method for gaining valuable information for a subsequent experimental verification. However, no tool existed to date for the prediction of qiRNAs. To this purpose, we developed the novel qiRNA prediction software package qiRNApredictor. This software demonstrates a promising sensitivity of 93.55% and a specificity of 71.61% from the leave-one-out validation. These studies might be beneficial for further experimental investigation. Furthermore, the local package of qiRNApredictor was implemented and made freely available to the academic community at Supplementary material.

摘要

最近,在粗糙脉孢菌和水稻中发现了一种新型的小干扰RNA(qiRNA),其长度通常为20至21个核苷酸,并且已被证明在DNA损伤反应中调节基因沉默。qiRNA的鉴定是剖析其调控功能和分子机制的基础。与其他昂贵且耗时的实验方法相比,qiRNA的计算预测是一种便捷快速的方法,可为后续实验验证获取有价值的信息。然而,迄今为止尚无用于预测qiRNA的工具。为此,我们开发了新型的qiRNA预测软件包qiRNApredictor。该软件在留一法验证中显示出有前景的灵敏度,为93.55%,特异性为71.61%。这些研究可能有助于进一步的实验研究。此外,qiRNApredictor的本地软件包已实现,并在补充材料中向学术界免费提供。

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