2010
DOI: 10.1371/journal.pcbi.1000908
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Computational Prediction and Experimental Verification of New MAP Kinase Docking Sites and Substrates Including Gli Transcription Factors

Abstract: In order to fully understand protein kinase networks, new methods are needed to identify regulators and substrates of kinases, especially for weakly expressed proteins. Here we have developed a hybrid computational search algorithm that combines machine learning and expert knowledge to identify kinase docking sites, and used this algorithm to search the human genome for novel MAP kinase substrates and regulators focused on the JNK family of MAP kinases. Predictions were tested by peptide array followed by rigo… Show more

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Cited by 91 publications
(115 citation statements)
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“…Conclusions-We have investigated the sequence features of MAPK-docking sites that influence their ability to bind to cognate, within-pathway MAPKs over non-cognate MAPKs. Our findings provide insight into specificity in MAPK signaling networks and should be relevant to efforts to develop docking inhibitors (13)(14)(15)(16)(17) and to predict new MAPK substrates and regulators (75). …”
Section: Discussionmentioning
confidence: 86%
“…Conclusions-We have investigated the sequence features of MAPK-docking sites that influence their ability to bind to cognate, within-pathway MAPKs over non-cognate MAPKs. Our findings provide insight into specificity in MAPK signaling networks and should be relevant to efforts to develop docking inhibitors (13)(14)(15)(16)(17) and to predict new MAPK substrates and regulators (75). …”
Section: Discussionmentioning
confidence: 86%
“…Indeed, Ser/Thr phosphatases can directly regulate JNK actions. For example, the protein Ser/Thr metallophosphatase PPM1J (PP2C) was found to harbor a JNK-binding motif (69). Since this recruitment or docking motif was also found in the related PPM1H phosphatase and is broadly conserved across the animal kingdom, these phosphatases may have important roles in the regulation of JNK pathways.…”
Section: Phosphatases and Feedback Mechanisms In Control Of Jnk Activitymentioning
confidence: 99%
“…In recent years, many novel JNK partners (mostly substrates) have been identified based on the presence of D-motifs, and their number is expected to grow (69). JNK-associating D-motifs can be separated into at least two, structurally different varieties: either resembling the D-motif found in the JNK pathway regulator JIP1 or resembling the motif described for the NFAT4 transcription factor (80,200) (Fig.…”
Section: Jnk Recognition Of Its Partner Regulators and Substrates Docmentioning
confidence: 99%
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