Motif-Based Profile Scanning Approach for Genome-Wide Prediction of Signaling Pathways

来源 :2005 World DNA and Genome Day(2005中国(大连)国际DNA和基因组节大会) | 被引量 : 0次 | 上传用户:a67826766
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  The rapid increase in genomic information requires new techniques to infer protein function and predict protein-protein interactions.Bioinformatics identifies modular signaling domains within protein sequences with a high degree of accuracy.We have successfully predicted numerous short linear sequence motifs within proteins targeted by these domains to form complex signaling networks.A peptide library-baseds earching program was created to identify sequence motifs likely to bind to specific protein domains such as 14-3-3,SH2,and SH3 domains,or likely to be phosphorylated by specific protein kinases such as Src and AKT.Predictions from database searches for proteins containing motifs matching two different domains in a common signaling pathway provides a much higher success rate.This technology facilitates prediction of cell signaling networks within proteomes,and could aid in the identification of drug targets for the treatment of human diseases.
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