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Characterize Disease-related Mutants of RAF Family Kinases by Using a Set of Practical and Feasible Methods
Published on: July 17, 2019
Sequence and structure signatures of cancer mutation hotspots in protein kinases
Anshuman Dixit1, Lin Yi, Ragul Gowthaman
1Graduate Program for Bioinformatics, Center for Bioinformatics, The University of Kansas, Lawrence, Kansas, United States of America.
Abstract:
Protein kinases are the most common protein domains implicated in cancer, where somatically acquired mutations are known to be functionally linked to a variety of cancers. Resequencing studies of protein kinase coding regions have emphasized the importance of sequence and structure determinants of cancer-causing kinase mutations in understanding of the mutation-dependent activation process. We have developed an integrated bioinformatics resource, which consolidated and mapped all currently available information on genetic modifications in protein kinase genes with sequence, structure and functional data. The integration of diverse data types provided a convenient framework for kinome-wide study of sequence-based and structure-based signatures of cancer mutations. The database-driven analysis has revealed a differential enrichment of SNPs categories in functional regions of the kinase domain, demonstrating that a significant number of cancer mutations could fall at structurally equivalent positions (mutational hotspots) within the catalytic core. We have also found that structurally conserved mutational hotspots can be shared by multiple kinase genes and are often enriched by cancer driver mutations with high oncogenic activity. Structural modeling and energetic analysis of the mutational hotspots have suggested a common molecular mechanism of kinase activation by cancer mutations, and have allowed to reconcile the experimental data. According to a proposed mechanism, structural effect of kinase mutations with a high oncogenic potential may manifest in a significant destabilization of the autoinhibited kinase form, which is likely to drive tumorigenesis at some level. Structure-based functional annotation and prediction of cancer mutation effects in protein kinases can facilitate an understanding of the mutation-dependent activation process and inform experimental studies exploring molecular pathology of tumorigenesis.
Insights
Cancer mutations in protein kinases often occur at hotspots, destabilizing their structure. This bioinformatics resource aids in understanding kinase activation mechanisms and tumorigenesis.
Area of Science:
- Biochemistry
- Bioinformatics
- Genomics
Background:
- Protein kinases are frequently altered in cancer, with mutations linked to various cancer types.
- Understanding sequence and structure determinants of kinase mutations is crucial for deciphering cancer-dependent activation processes.
Purpose of the Study:
- To develop an integrated bioinformatics resource for mapping genetic modifications in protein kinase genes.
- To enable kinome-wide studies of sequence- and structure-based signatures of cancer mutations.
Main Methods:
- Consolidated and mapped genetic modification data with sequence, structure, and functional information.
- Performed database-driven analysis to identify mutational hotspots and their characteristics.
- Utilized structural modeling and energetic analysis to investigate mutation effects.
Main Results:
- Identified differential enrichment of single nucleotide polymorphism (SNP) categories in functional kinase regions.
- Discovered structurally conserved mutational hotspots shared across kinase genes, often containing high-oncogenic-activity driver mutations.
- Proposed a common molecular mechanism for kinase activation by cancer mutations involving destabilization of the autoinhibited form.
Conclusions:
- Structure-based functional annotation and prediction of cancer mutation effects in protein kinases enhance understanding of mutation-dependent activation.
- The findings facilitate research into the molecular pathology of tumorigenesis.
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