Predicting specificity in bZIP coiled-coil protein interactions

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作者
Jessica H Fong
Amy E Keating
Mona Singh
机构
[1] Princeton University,Computer Science Department and Lewis
[2] Massachusetts Institute of Technology,Sigler Institute for Integrative Genomics
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关键词
Additional Data File; Coiled Coil; bZIP Transcription Factor; bZIP Protein; Interaction Score;
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摘要
We present a method for predicting protein-protein interactions mediated by the coiled-coil motif. When tested on interactions between nearly all human and yeast bZIP proteins, our method identifies 70% of strong interactions while maintaining that 92% of predictions are correct. Furthermore, cross-validation testing shows that including the bZIP experimental data significantly improves performance. Our method can be used to predict bZIP interactions in other genomes and is a promising approach for predicting coiled-coil interactions more generally.
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