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Breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data

Functional precision medicine (fPM) offers an exciting, simplified approach to finding the right applications for existing molecules and enhancing therapeutic potential. Integrative and robust tools ensuring high accuracy and reliability of the results are critical. In response to this need, we prev...

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Autores principales: Potdar, Swapnil, Ianevski, Filipp, Ianevski, Aleksandr, Tanoli, Ziaurrehman, Wennerberg, Krister, Seashore-Ludlow, Brinton, Kallioniemi, Olli, Östling, Päivi, Aittokallio, Tero, Saarela, Jani
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320147/
https://www.ncbi.nlm.nih.gov/pubmed/37178002
http://dx.doi.org/10.1093/nar/gkad390
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author Potdar, Swapnil
Ianevski, Filipp
Ianevski, Aleksandr
Tanoli, Ziaurrehman
Wennerberg, Krister
Seashore-Ludlow, Brinton
Kallioniemi, Olli
Östling, Päivi
Aittokallio, Tero
Saarela, Jani
author_facet Potdar, Swapnil
Ianevski, Filipp
Ianevski, Aleksandr
Tanoli, Ziaurrehman
Wennerberg, Krister
Seashore-Ludlow, Brinton
Kallioniemi, Olli
Östling, Päivi
Aittokallio, Tero
Saarela, Jani
author_sort Potdar, Swapnil
collection PubMed
description Functional precision medicine (fPM) offers an exciting, simplified approach to finding the right applications for existing molecules and enhancing therapeutic potential. Integrative and robust tools ensuring high accuracy and reliability of the results are critical. In response to this need, we previously developed Breeze, a drug screening data analysis pipeline, designed to facilitate quality control, dose-response curve fitting, and data visualization in a user-friendly manner. Here, we describe the latest version of Breeze (release 2.0), which implements an array of advanced data exploration capabilities, providing users with comprehensive post-analysis and interactive visualization options that are essential for minimizing false positive/negative outcomes and ensuring accurate interpretation of drug sensitivity and resistance data. The Breeze 2.0 web-tool also enables integrative analysis and cross-comparison of user-uploaded data with publicly available drug response datasets. The updated version incorporates new drug quantification metrics, supports analysis of both multi-dose and single-dose drug screening data and introduces a redesigned, intuitive user interface. With these enhancements, Breeze 2.0 is anticipated to substantially broaden its potential applications in diverse domains of fPM.
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spelling pubmed-103201472023-07-06 Breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data Potdar, Swapnil Ianevski, Filipp Ianevski, Aleksandr Tanoli, Ziaurrehman Wennerberg, Krister Seashore-Ludlow, Brinton Kallioniemi, Olli Östling, Päivi Aittokallio, Tero Saarela, Jani Nucleic Acids Res Web Server Issue Functional precision medicine (fPM) offers an exciting, simplified approach to finding the right applications for existing molecules and enhancing therapeutic potential. Integrative and robust tools ensuring high accuracy and reliability of the results are critical. In response to this need, we previously developed Breeze, a drug screening data analysis pipeline, designed to facilitate quality control, dose-response curve fitting, and data visualization in a user-friendly manner. Here, we describe the latest version of Breeze (release 2.0), which implements an array of advanced data exploration capabilities, providing users with comprehensive post-analysis and interactive visualization options that are essential for minimizing false positive/negative outcomes and ensuring accurate interpretation of drug sensitivity and resistance data. The Breeze 2.0 web-tool also enables integrative analysis and cross-comparison of user-uploaded data with publicly available drug response datasets. The updated version incorporates new drug quantification metrics, supports analysis of both multi-dose and single-dose drug screening data and introduces a redesigned, intuitive user interface. With these enhancements, Breeze 2.0 is anticipated to substantially broaden its potential applications in diverse domains of fPM. Oxford University Press 2023-05-13 /pmc/articles/PMC10320147/ /pubmed/37178002 http://dx.doi.org/10.1093/nar/gkad390 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Web Server Issue
Potdar, Swapnil
Ianevski, Filipp
Ianevski, Aleksandr
Tanoli, Ziaurrehman
Wennerberg, Krister
Seashore-Ludlow, Brinton
Kallioniemi, Olli
Östling, Päivi
Aittokallio, Tero
Saarela, Jani
Breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data
title Breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data
title_full Breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data
title_fullStr Breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data
title_full_unstemmed Breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data
title_short Breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data
title_sort breeze 2.0: an interactive web-tool for visual analysis and comparison of drug response data
topic Web Server Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320147/
https://www.ncbi.nlm.nih.gov/pubmed/37178002
http://dx.doi.org/10.1093/nar/gkad390
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