PhosphoSiteAnalyzer: A Bioinformatic Platform for Deciphering Phospho Proteomes Using Kinase Predictions Retrieved from NetworKIN

被引:15
作者
Bennetzen, Martin V. [1 ]
Cox, Juergen [2 ]
Mann, Matthias [2 ]
Andersen, Jens S. [1 ]
机构
[1] Univ So Denmark, Dept Biochem & Mol Biol, Ctr Expt BioInformat, DK-5230 Odense M, Denmark
[2] Max Planck Inst Biochem, Dept Prote & Signal Transduct, DE-82152 Martinsried, Germany
关键词
phosphotylation; networks; computational prediction; NetworKIN; statistical analysis; kinase-substrate association; bioinformatics tool; PHOSPHORYLATION DYNAMICS; IN-VIVO; ENRICHMENT; PROTEINS; DATABASE;
D O I
10.1021/pr300016e
中图分类号
Q5 [生物化学];
学科分类号
070307 [化学生物学];
摘要
Phosphoproteomic experiments are routinely conducted in laboratories worldwide, and because of the fast development of mass spectrometric techniques and efficient phosphopeptide enrichment methods, researchers frequently end up having lists with tens of thousands of phosphorylation sites for further interrogation. To answer biologically relevant questions from these complex data sets, it becomes essential to apply computational, statistical, and predictive analytical methods. Here we provide an advanced bioinformatic platform termed "PhosphoSiteAnalyzer" to explore large phosphoproteomic data sets that have been subjected to kinase prediction using the previously published NetworKIN algorithm. NetworKIN applies sophisticated linear motif analysis and contextual network modeling to obtain kinase substrate associations with high accuracy and sensitivity. PhosphoSiteAnalyzer provides an algorithm to retrieve kinase predictions from the public NetworKIN webpage in a semiautomated way and applies hereafter advanced statistics to facilitate a user-tailored in-depth analysis of the phosphoproteomic data sets. The interface of the software provides a high degree of analytical flexibility and is designed to be intuitive for most users. PhosphoSiteAnalyzer is a freeware program available at http://phosphosite.sourceforge.net.
引用
收藏
页码:3480 / 3486
页数:7
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