Comprehensive kinome NGS targeted expression profiling by KING-REX

Abstract 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 th...

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Main Authors: Giovanni Carapezza, Carlo Cusi, Ettore Rizzo, Laura Raddrizzani, Sebastiano Di Bella, Alessio Somaschini, Antonella Leone, Rosita Lupi, Margherita Mutarelli, Vincenzo Nigro, Diego di Bernardo, Paolo Magni, Antonella Isacchi, Roberta Bosotti
Format: Article
Language:English
Published: BMC 2019-04-01
Series:BMC Genomics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12864-019-5676-3
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spelling doaj-a92baa76a04346bf8b7c7872513455a72020-11-25T02:48:52ZengBMCBMC Genomics1471-21642019-04-0120111210.1186/s12864-019-5676-3Comprehensive kinome NGS targeted expression profiling by KING-REXGiovanni Carapezza0Carlo Cusi1Ettore Rizzo2Laura Raddrizzani3Sebastiano Di Bella4Alessio Somaschini5Antonella Leone6Rosita Lupi7Margherita Mutarelli8Vincenzo Nigro9Diego di Bernardo10Paolo Magni11Antonella Isacchi12Roberta Bosotti13NMS Oncology, Nerviano Medical Sciences SrlNMS Oncology, Nerviano Medical Sciences SrlDepartment of Electrical, Computer, and Biomedical Engineering, University of PaviaNMS Oncology, Nerviano Medical Sciences SrlNMS Oncology, Nerviano Medical Sciences SrlNMS Oncology, Nerviano Medical Sciences SrlNMS Oncology, Nerviano Medical Sciences SrlNMS Oncology, Nerviano Medical Sciences SrlTelethon Institute of Genetics and Medicine (TIGEM)Telethon Institute of Genetics and Medicine (TIGEM)Telethon Institute of Genetics and Medicine (TIGEM)Department of Electrical, Computer, and Biomedical Engineering, University of PaviaNMS Oncology, Nerviano Medical Sciences SrlNMS Oncology, Nerviano Medical Sciences SrlAbstract 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.http://link.springer.com/article/10.1186/s12864-019-5676-3Kinome gene expressionNGS RNA targeted panel
collection DOAJ
language English
format Article
sources DOAJ
author Giovanni Carapezza
Carlo Cusi
Ettore Rizzo
Laura Raddrizzani
Sebastiano Di Bella
Alessio Somaschini
Antonella Leone
Rosita Lupi
Margherita Mutarelli
Vincenzo Nigro
Diego di Bernardo
Paolo Magni
Antonella Isacchi
Roberta Bosotti
spellingShingle Giovanni Carapezza
Carlo Cusi
Ettore Rizzo
Laura Raddrizzani
Sebastiano Di Bella
Alessio Somaschini
Antonella Leone
Rosita Lupi
Margherita Mutarelli
Vincenzo Nigro
Diego di Bernardo
Paolo Magni
Antonella Isacchi
Roberta Bosotti
Comprehensive kinome NGS targeted expression profiling by KING-REX
BMC Genomics
Kinome gene expression
NGS RNA targeted panel
author_facet Giovanni Carapezza
Carlo Cusi
Ettore Rizzo
Laura Raddrizzani
Sebastiano Di Bella
Alessio Somaschini
Antonella Leone
Rosita Lupi
Margherita Mutarelli
Vincenzo Nigro
Diego di Bernardo
Paolo Magni
Antonella Isacchi
Roberta Bosotti
author_sort Giovanni Carapezza
title Comprehensive kinome NGS targeted expression profiling by KING-REX
title_short 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_sort comprehensive kinome ngs targeted expression profiling by king-rex
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2019-04-01
description Abstract 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.
topic Kinome gene expression
NGS RNA targeted panel
url http://link.springer.com/article/10.1186/s12864-019-5676-3
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