PMirP: A pre-microRNA prediction method based on structure–sequence hybrid features

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ObjectiveMicroRNA is a type of small non-coding RNAs, which usually has a stem-loop structure. As an important stage of microRNA, the pre-microRNA is transported from nuclear to cytoplasm by exportin5 and finally cleaved into mature microRNA. Structure–sequence features and minimum of free energy of secondary structure have been used for predicting pre-microRNA. Meanwhile, the double helix structure with free nucleotides and base-pairing features is used to identify pre-miRNA for the first time.

论文关键词:Pre-microRNA prediction,Support vector machine,Hybrid features

论文评审过程:Received 25 December 2008, Revised 22 March 2010, Accepted 22 March 2010, Available online 15 April 2010.

论文官网地址:https://doi.org/10.1016/j.artmed.2010.03.004