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Use of linear regression model to compare RNA secondary structures.

作者信息

Dai Qi, Wang Tianming

机构信息

Department of Applied Mathematics, Dalian University of Technology, Dalian 116024, China.

出版信息

J Theor Biol. 2008 Aug 21;253(4):854-60. doi: 10.1016/j.jtbi.2008.04.023. Epub 2008 May 4.

DOI:10.1016/j.jtbi.2008.04.023
PMID:18538347
Abstract

With more and more ribonucleic acid (RNA) secondary structures accumulated, the need for comparing different RNA secondary structures often arises in function prediction and evolutionary analysis. Numerous efficient algorithms were developed for comparing different RNA secondary structures, but challenges remain. In this paper, six new models based on the linear regression model were proposed for the comparison of RNA secondary structures. The proposed models were tested on a mixed data, containing six secondary structures from RNase P RNAs, three secondary structures from SSU rRNA and five secondary structures from 16S ribosomal RNAs. The results have shown the effectiveness of the proposed models. Moreover, the time complexity of our models is favorable by comparing with that of the existing methods which solve the similar problem.

摘要

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