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GDA, a web-based tool for Genomics and Drugs integrated analysis

Several major screenings of genetic profiling and drug testing in cancer cell lines proved that the integration of genomic portraits and compound activities is effective in discovering new genetic markers of drug sensitivity and clinically relevant anticancer compounds. Despite most genetic and drug...

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Autores principales: Caroli, Jimmy, Sorrentino, Giovanni, Forcato, Mattia, Del Sal, Giannino, Bicciato, Silvio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031047/
https://www.ncbi.nlm.nih.gov/pubmed/29800349
http://dx.doi.org/10.1093/nar/gky434
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author Caroli, Jimmy
Sorrentino, Giovanni
Forcato, Mattia
Del Sal, Giannino
Bicciato, Silvio
author_facet Caroli, Jimmy
Sorrentino, Giovanni
Forcato, Mattia
Del Sal, Giannino
Bicciato, Silvio
author_sort Caroli, Jimmy
collection PubMed
description Several major screenings of genetic profiling and drug testing in cancer cell lines proved that the integration of genomic portraits and compound activities is effective in discovering new genetic markers of drug sensitivity and clinically relevant anticancer compounds. Despite most genetic and drug response data are publicly available, the availability of user-friendly tools for their integrative analysis remains limited, thus hampering an effective exploitation of this information. Here, we present GDA, a web-based tool for Genomics and Drugs integrated Analysis that combines drug response data for >50 800 compounds with mutations and gene expression profiles across 73 cancer cell lines. Genomic and pharmacological data are integrated through a modular architecture that allows users to identify compounds active towards cancer cell lines bearing a specific genomic background and, conversely, the mutational or transcriptional status of cells responding or not-responding to a specific compound. Results are presented through intuitive graphical representations and supplemented with information obtained from public repositories. As both personalized targeted therapies and drug-repurposing are gaining increasing attention, GDA represents a resource to formulate hypotheses on the interplay between genomic traits and drug response in cancer. GDA is freely available at http://gda.unimore.it/.
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spelling pubmed-60310472018-07-10 GDA, a web-based tool for Genomics and Drugs integrated analysis Caroli, Jimmy Sorrentino, Giovanni Forcato, Mattia Del Sal, Giannino Bicciato, Silvio Nucleic Acids Res Web Server Issue Several major screenings of genetic profiling and drug testing in cancer cell lines proved that the integration of genomic portraits and compound activities is effective in discovering new genetic markers of drug sensitivity and clinically relevant anticancer compounds. Despite most genetic and drug response data are publicly available, the availability of user-friendly tools for their integrative analysis remains limited, thus hampering an effective exploitation of this information. Here, we present GDA, a web-based tool for Genomics and Drugs integrated Analysis that combines drug response data for >50 800 compounds with mutations and gene expression profiles across 73 cancer cell lines. Genomic and pharmacological data are integrated through a modular architecture that allows users to identify compounds active towards cancer cell lines bearing a specific genomic background and, conversely, the mutational or transcriptional status of cells responding or not-responding to a specific compound. Results are presented through intuitive graphical representations and supplemented with information obtained from public repositories. As both personalized targeted therapies and drug-repurposing are gaining increasing attention, GDA represents a resource to formulate hypotheses on the interplay between genomic traits and drug response in cancer. GDA is freely available at http://gda.unimore.it/. Oxford University Press 2018-07-02 2018-05-25 /pmc/articles/PMC6031047/ /pubmed/29800349 http://dx.doi.org/10.1093/nar/gky434 Text en © The Author(s) 2018. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Web Server Issue
Caroli, Jimmy
Sorrentino, Giovanni
Forcato, Mattia
Del Sal, Giannino
Bicciato, Silvio
GDA, a web-based tool for Genomics and Drugs integrated analysis
title GDA, a web-based tool for Genomics and Drugs integrated analysis
title_full GDA, a web-based tool for Genomics and Drugs integrated analysis
title_fullStr GDA, a web-based tool for Genomics and Drugs integrated analysis
title_full_unstemmed GDA, a web-based tool for Genomics and Drugs integrated analysis
title_short GDA, a web-based tool for Genomics and Drugs integrated analysis
title_sort gda, a web-based tool for genomics and drugs integrated analysis
topic Web Server Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031047/
https://www.ncbi.nlm.nih.gov/pubmed/29800349
http://dx.doi.org/10.1093/nar/gky434
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