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A Method for Screening and Validation of Resistant Mutations Against Kinase Inhibitors
Published on: December 7, 2014
Cancer-associated mutations are preferentially distributed in protein kinase functional sites
Jose M G Izarzugaza1, Oliver C Redfern, Christine A Orengo
1Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre (CNIO), C/Melchor Fernández Almagro 3, Madrid E28029, Spain.
Abstract:
Protein kinases are a superfamily involved in many crucial cellular processes, including signal transmission and regulation of cell cycle. As a consequence of this role, kinases have been reported to be associated with many types of cancer and are considered as potential therapeutic targets. We analyzed the distribution of pathogenic somatic point mutations (drivers) in the protein kinase superfamily with respect to their location in the protein, such as in structural, evolutionary, and functionally relevant regions. We find these driver mutations are more clearly associated with key protein features than other somatic mutations (passengers) that have not been directly linked to tumor progression. This observation fits well with the expected implication of the alterations in protein kinase function in cancer pathogenicity. To explain the relevance of the detected association of cancer driver mutations at the molecular level in the human kinome, we compare these with genetically inherited mutations (SNPs). We find that the subset of nonsynonymous SNPs that are associated to disease, but sufficiently mild to the point of being widespread in the population, tend to avoid those key protein regions, where they could be more detrimental for protein function. This tendency contrasts with the one detected for cancer associated-driver-mutations, which seems to be more directly implicated in the alteration of protein function. The detailed analysis of protein kinase groups and a number of relevant examples, confirm the relation between cancer associated-driver-mutations and key regions for protein kinase structure and function.
Insights
Cancer driver mutations in protein kinases target key functional regions, unlike milder inherited mutations. This highlights how specific alterations in these crucial enzymes drive cancer development.
Area of Science:
- Molecular Biology
- Genetics
- Oncology
Background:
- Protein kinases are vital for cellular processes like signal transmission and cell cycle regulation.
- Dysregulation of protein kinases is linked to various cancers, making them key therapeutic targets.
Purpose of the Study:
- To analyze the distribution of pathogenic somatic mutations (drivers) within the protein kinase superfamily.
- To compare the location of driver mutations with functionally relevant protein regions versus passenger mutations and inherited SNPs.
Main Methods:
- Analysis of pathogenic somatic point mutations (drivers) in the human kinome.
- Comparison of driver mutation locations with structural, evolutionary, and functional protein regions.
- Contrast with non-synonymous single nucleotide polymorphisms (SNPs), particularly disease-associated ones.
Main Results:
- Driver mutations are significantly associated with key structural, evolutionary, and functional regions of protein kinases.
- Passenger mutations show less clear association with these critical protein regions compared to driver mutations.
- Disease-associated, common SNPs tend to avoid critical functional regions, unlike cancer driver mutations.
Conclusions:
- Cancer driver mutations in protein kinases are strategically located in regions critical for protein function, directly impacting kinase activity.
- This targeted localization of driver mutations contrasts with the avoidance of such regions by common, milder inherited genetic variations.
- The findings underscore the molecular basis for how alterations in protein kinase function contribute to cancer development.
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