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Mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and A+T content

Mutations of protein kinases and cytokines are common and can cause cancer and other diseases. However, our understanding of the mutability in these genes remains rudimentary. Therefore, given previously known factors which are associated with high mutation rates, we analyzed how many genes encoding...

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Autores principales: McKnight, Ian, Raines, Regan, White, Hunter, Nosoudi, Nasim, Lee, Chan, Lee, Peter H. U., Shim, Joon W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138820/
https://www.ncbi.nlm.nih.gov/pubmed/37104389
http://dx.doi.org/10.1371/journal.pone.0283470
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author McKnight, Ian
Raines, Regan
White, Hunter
Nosoudi, Nasim
Lee, Chan
Lee, Peter H. U.
Shim, Joon W.
author_facet McKnight, Ian
Raines, Regan
White, Hunter
Nosoudi, Nasim
Lee, Chan
Lee, Peter H. U.
Shim, Joon W.
author_sort McKnight, Ian
collection PubMed
description Mutations of protein kinases and cytokines are common and can cause cancer and other diseases. However, our understanding of the mutability in these genes remains rudimentary. Therefore, given previously known factors which are associated with high mutation rates, we analyzed how many genes encoding druggable kinases match (i) proximity to telomeres or (ii) high A+T content. We extracted this genomic information using the National Institute of Health Genome Data Viewer. First, among 129 druggable human kinase genes studied, 106 genes satisfied either factors (i) or (ii), resulting in an 82% match. Moreover, a similar 85% match rate was found in 73 genes encoding pro-inflammatory cytokines of multisystem inflammatory syndrome in children. Based on these promising matching rates, we further compared these two factors utilizing 20 de novo mutations of mice exposed to space-like ionizing radiation, in order to determine if these seemingly random mutations were similarly predictable with this strategy. However, only 10 of these 20 murine genetic loci met (i) or (ii), leading to only a 50% match. When compared with the mechanisms of top-selling FDA approved drugs, this data suggests that matching rate analysis on druggable targets is feasible to systematically prioritize the relative mutability—and therefore therapeutic potential—of the novel candidates.
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spelling pubmed-101388202023-04-28 Mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and A+T content McKnight, Ian Raines, Regan White, Hunter Nosoudi, Nasim Lee, Chan Lee, Peter H. U. Shim, Joon W. PLoS One Research Article Mutations of protein kinases and cytokines are common and can cause cancer and other diseases. However, our understanding of the mutability in these genes remains rudimentary. Therefore, given previously known factors which are associated with high mutation rates, we analyzed how many genes encoding druggable kinases match (i) proximity to telomeres or (ii) high A+T content. We extracted this genomic information using the National Institute of Health Genome Data Viewer. First, among 129 druggable human kinase genes studied, 106 genes satisfied either factors (i) or (ii), resulting in an 82% match. Moreover, a similar 85% match rate was found in 73 genes encoding pro-inflammatory cytokines of multisystem inflammatory syndrome in children. Based on these promising matching rates, we further compared these two factors utilizing 20 de novo mutations of mice exposed to space-like ionizing radiation, in order to determine if these seemingly random mutations were similarly predictable with this strategy. However, only 10 of these 20 murine genetic loci met (i) or (ii), leading to only a 50% match. When compared with the mechanisms of top-selling FDA approved drugs, this data suggests that matching rate analysis on druggable targets is feasible to systematically prioritize the relative mutability—and therefore therapeutic potential—of the novel candidates. Public Library of Science 2023-04-27 /pmc/articles/PMC10138820/ /pubmed/37104389 http://dx.doi.org/10.1371/journal.pone.0283470 Text en © 2023 McKnight et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
McKnight, Ian
Raines, Regan
White, Hunter
Nosoudi, Nasim
Lee, Chan
Lee, Peter H. U.
Shim, Joon W.
Mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and A+T content
title Mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and A+T content
title_full Mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and A+T content
title_fullStr Mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and A+T content
title_full_unstemmed Mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and A+T content
title_short Mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and A+T content
title_sort mutability of druggable kinases and pro-inflammatory cytokines by their proximity to telomeres and a+t content
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138820/
https://www.ncbi.nlm.nih.gov/pubmed/37104389
http://dx.doi.org/10.1371/journal.pone.0283470
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