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Comprehensive kinome NGS targeted expression profiling by KING-REX

BACKGROUND: Protein kinases are enzymes controlling different cellular functions. Genetic alterations often result in kinase dysregulation, making kinases a very attractive class of druggable targets in several human diseases. Existing approved drugs still target a very limited portion of the human...

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Autores principales: Carapezza, Giovanni, Cusi, Carlo, Rizzo, Ettore, Raddrizzani, Laura, Di Bella, Sebastiano, Somaschini, Alessio, Leone, Antonella, Lupi, Rosita, Mutarelli, Margherita, Nigro, Vincenzo, di Bernardo, Diego, Magni, Paolo, Isacchi, Antonella, Bosotti, Roberta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6480677/
https://www.ncbi.nlm.nih.gov/pubmed/31014245
http://dx.doi.org/10.1186/s12864-019-5676-3
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author Carapezza, Giovanni
Cusi, Carlo
Rizzo, Ettore
Raddrizzani, Laura
Di Bella, Sebastiano
Somaschini, Alessio
Leone, Antonella
Lupi, Rosita
Mutarelli, Margherita
Nigro, Vincenzo
di Bernardo, Diego
Magni, Paolo
Isacchi, Antonella
Bosotti, Roberta
author_facet Carapezza, Giovanni
Cusi, Carlo
Rizzo, Ettore
Raddrizzani, Laura
Di Bella, Sebastiano
Somaschini, Alessio
Leone, Antonella
Lupi, Rosita
Mutarelli, Margherita
Nigro, Vincenzo
di Bernardo, Diego
Magni, Paolo
Isacchi, Antonella
Bosotti, Roberta
author_sort Carapezza, Giovanni
collection PubMed
description BACKGROUND: Protein kinases are enzymes controlling different cellular functions. Genetic alterations often result in kinase dysregulation, making kinases a very attractive class of druggable targets in several human diseases. Existing approved drugs still target a very limited portion of the human ‘kinome’, demanding a broader functional knowledge of individual and co-expressed kinase patterns in physiologic and pathologic settings. The development of novel rapid and cost-effective methods for kinome screening is therefore highly desirable, potentially leading to the identification of novel kinase drug targets. RESULTS: In this work, we describe the development of KING-REX (KINase Gene RNA EXpression), a comprehensive kinome RNA targeted custom assay-based panel designed for Next Generation Sequencing analysis, coupled with a dedicated data analysis pipeline. We have conceived KING-REX for the gene expression analysis of 512 human kinases; for 319 kinases, paired assays and custom analysis pipeline features allow the evaluation of 3′- and 5′-end transcript imbalances as readout for the prediction of gene rearrangements. Validation tests on cell line models harboring known gene fusions demonstrated a comparable accuracy of KING-REX gene expression assessment as in whole transcriptome analyses, together with a robust detection of transcript portion imbalances in rearranged kinases, even in complex RNA mixtures or in degraded RNA. CONCLUSIONS: These results support the use of KING-REX as a rapid and cost effective kinome investigation tool in the field of kinase target identification for applications in cancer biology and other human diseases. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5676-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-64806772019-05-01 Comprehensive kinome NGS targeted expression profiling by KING-REX Carapezza, Giovanni Cusi, Carlo Rizzo, Ettore Raddrizzani, Laura Di Bella, Sebastiano Somaschini, Alessio Leone, Antonella Lupi, Rosita Mutarelli, Margherita Nigro, Vincenzo di Bernardo, Diego Magni, Paolo Isacchi, Antonella Bosotti, Roberta BMC Genomics Methodology Article BACKGROUND: Protein kinases are enzymes controlling different cellular functions. Genetic alterations often result in kinase dysregulation, making kinases a very attractive class of druggable targets in several human diseases. Existing approved drugs still target a very limited portion of the human ‘kinome’, demanding a broader functional knowledge of individual and co-expressed kinase patterns in physiologic and pathologic settings. The development of novel rapid and cost-effective methods for kinome screening is therefore highly desirable, potentially leading to the identification of novel kinase drug targets. RESULTS: In this work, we describe the development of KING-REX (KINase Gene RNA EXpression), a comprehensive kinome RNA targeted custom assay-based panel designed for Next Generation Sequencing analysis, coupled with a dedicated data analysis pipeline. We have conceived KING-REX for the gene expression analysis of 512 human kinases; for 319 kinases, paired assays and custom analysis pipeline features allow the evaluation of 3′- and 5′-end transcript imbalances as readout for the prediction of gene rearrangements. Validation tests on cell line models harboring known gene fusions demonstrated a comparable accuracy of KING-REX gene expression assessment as in whole transcriptome analyses, together with a robust detection of transcript portion imbalances in rearranged kinases, even in complex RNA mixtures or in degraded RNA. CONCLUSIONS: These results support the use of KING-REX as a rapid and cost effective kinome investigation tool in the field of kinase target identification for applications in cancer biology and other human diseases. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5676-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-23 /pmc/articles/PMC6480677/ /pubmed/31014245 http://dx.doi.org/10.1186/s12864-019-5676-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Methodology Article
Carapezza, Giovanni
Cusi, Carlo
Rizzo, Ettore
Raddrizzani, Laura
Di Bella, Sebastiano
Somaschini, Alessio
Leone, Antonella
Lupi, Rosita
Mutarelli, Margherita
Nigro, Vincenzo
di Bernardo, Diego
Magni, Paolo
Isacchi, Antonella
Bosotti, Roberta
Comprehensive kinome NGS targeted expression profiling by KING-REX
title Comprehensive kinome NGS targeted expression profiling by KING-REX
title_full Comprehensive kinome NGS targeted expression profiling by KING-REX
title_fullStr Comprehensive kinome NGS targeted expression profiling by KING-REX
title_full_unstemmed Comprehensive kinome NGS targeted expression profiling by KING-REX
title_short Comprehensive kinome NGS targeted expression profiling by KING-REX
title_sort comprehensive kinome ngs targeted expression profiling by king-rex
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6480677/
https://www.ncbi.nlm.nih.gov/pubmed/31014245
http://dx.doi.org/10.1186/s12864-019-5676-3
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