Bioinformatics · 2015 · 83 citations · 13 references
Life SciencesBioinformaticsMolecular BiologyComputational BiologyEnzymologyGenomicsGene PredictionTarget Site SelectionPost-translational Modification Site PredictionSupport Vector ClassificationSupport Vector Machine ClassificationWeb Server Architecture
MOTIVATION: Pseudouridine (Ψ), catalyzed by pseudouridine synthase (PUS), is the most abundant RNA modification and has important cellular functions. Developing an algorithm to identify Ψ sites is an important work. And it is better if the algorithm could assign which PUS modifies the Ψ sites. Here, we developed PPUS (http://lyh.pkmu.cn/ppus/), the first web server to predict PUS-specific Ψ sites. PPUS: employed support vector machine as the classifier and used nucleotides around Ψ sites as the features. Currently, PPUS: could accurately predict new Ψ sites for PUS1, PUS4 and PUS7 in yeast and PUS4 in human. PPUS: is well designed and friendly to user. AVAILABILITY AND IMPLEMENTATION: Our web server is available freely for non-commercial purposes at: http://lyh.pkmu.cn/ppus/ CONTACT: liyanhui@bjmu.edu.cn or cuiqinghua@hsc.pku.edu.cn.
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Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations