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Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web
Published on: July 16, 2017
Sequence and Structure-Based Analysis of Specificity Determinants in Eukaryotic Protein Kinases
David Bradley1, Cristina Viéitez2, Vinothini Rajeeve3
1European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Cambridge CB10 1SD, UK.
Researchers identified 30 specificity-determining residues (SDRs) in protein kinases, crucial for cell signaling and disease. These SDRs are frequently mutated in cancer and show conserved evolution, aiding in predicting kinase function and interpreting genomic variants.
Area of Science:
- Biochemistry
- Molecular Biology
- Genomics
Background:
- Protein kinases are central to cellular signaling pathways.
- Mutations in kinases are frequently implicated in various diseases, particularly cancer.
- Understanding kinase specificity and its evolutionary basis is critical for disease research.
Purpose of the Study:
- To identify and characterize specificity-determining residues (SDRs) in protein kinases.
- To investigate the evolutionary conservation and divergence of kinase specificity.
- To correlate kinase SDR mutations with cancer genomic data.
Main Methods:
- Utilized alignment-based approaches to predict 30 SDRs across 16 kinase preferences.
- Employed structural modeling to analyze SDRs in kinase active sites.
- Validated predicted SDRs through activity assays of mutant kinases.
- Analyzed cancer mutation datasets to assess the frequency of SDR mutations.
Main Results:
- Successfully predicted 30 SDRs for 16 kinase preferences.
- Demonstrated that kinase SDRs are mutated more frequently in cancer than catalytic residues.
- Observed strong evolutionary conservation of kinase specificity across orthologs.
- Documented divergence of kinase specificity after gene duplication events, exemplified by the G protein-coupled receptor kinase family.
Conclusions:
- The identified SDRs provide a basis for predicting kinase specificity from amino acid sequences.
- SDRs are critical for kinase function and are frequently altered in disease.
- Understanding SDR evolution aids in interpreting genomic variants and their role in disease.
- This work offers a valuable resource for kinase research and drug development.
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