2010
DOI: 10.1093/protein/gzq094
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GPS 2.1: enhanced prediction of kinase-specific phosphorylation sites with an algorithm of motif length selection

Abstract: As the most important post-translational modification of proteins, phosphorylation plays essential roles in all aspects of biological processes. Besides experimental approaches, computational prediction of phosphorylated proteins with their kinase-specific phosphorylation sites has also emerged as a popular strategy, for its low-cost, fast-speed and convenience. In this work, we developed a kinase-specific phosphorylation sites predictor of GPS 2.1 (Group-based Prediction System), with a novel but simple appro… Show more

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Cited by 230 publications
(223 citation statements)
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“…One can see that the PKA phosphorylation of Ser-435 was predicted by all three predictors. Sites Ser-184, Ser-189, and Thr-220 were predicted by Scansite3 (31) and GPS3 (32) but not by Kinasephos2 (33). This limited comparison indicates that Scansite3 and GPS3 can identify the most important PKA phosphorylation sites within the intrinsically disordered protein MAP2c.…”
Section: Sequence-based Prediction Of Phosphorylation Sitesmentioning
confidence: 98%
“…One can see that the PKA phosphorylation of Ser-435 was predicted by all three predictors. Sites Ser-184, Ser-189, and Thr-220 were predicted by Scansite3 (31) and GPS3 (32) but not by Kinasephos2 (33). This limited comparison indicates that Scansite3 and GPS3 can identify the most important PKA phosphorylation sites within the intrinsically disordered protein MAP2c.…”
Section: Sequence-based Prediction Of Phosphorylation Sitesmentioning
confidence: 98%
“…34,35 We were able to predict a potential kinase group, family and/or subfamily for 30 out of 94 upregulated phosphosites (32%) and 33 out of 126 downregulated phosphosites (26%) (ESI, † Table S3). For the background set, Fig.…”
Section: -Fold Regulated Upon 007-am Stimulationmentioning
confidence: 99%
“…A high-level threshold was selected for GPS 3.0. For NetPhos 3.1, serine, threonine and tyrosine residues with a score of 0.5 were considered as phosphorylated [31,32]. The web-server iPTM-mLys, (http://www.jci-bioinfo.cn/iPTM-mLys) the first multi label PTM predictor was used to predict the identifying lysine PTM sites [33,34,35].…”
Section: Prediction Of Post -Translational Modification Sitesmentioning
confidence: 99%