The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update

Galaxy (https://galaxyproject.org) is deployed globally, predominantly through free-to-use services, supporting user-driven research that broadens in scope each year. Users are attracted to public Galaxy services by platform stability, tool and reference dataset diversity, training, support and inte...

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Vydáno v:Nucleic acids research Ročník 52; číslo W1; s. W83 - W94
Hlavní autoři: Abueg, Linelle Ann L, Afgan, Enis, Allart, Olivier, Awan, Ahmed H, Bacon, Wendi A, Baker, Dannon, Bassetti, Madeline, Batut, Bérénice, Bernt, Matthias, Blankenberg, Daniel, Bombarely, Aureliano, Bretaudeau, Anthony, Bromhead, Catherine J, Burke, Melissa L, Capon, Patrick K, Čech, Martin, Chavero-Díez, María, Chilton, John M, Collins, Tyler J, Coppens, Frederik, Coraor, Nate, Cuccuru, Gianmauro, Cumbo, Fabio, Davis, John, De Geest, Paul F, de Koning, Willem, Demko, Martin, DeSanto, Assunta, Begines, José Manuel Domínguez, Doyle, Maria A, Droesbeke, Bert, Erxleben-Eggenhofer, Anika, Föll, Melanie C, Formenti, Giulio, Fouilloux, Anne, Gangazhe, Rendani, Genthon, Tanguy, Goecks, Jeremy, Beltran, Alejandra N Gonzalez, Goonasekera, Nuwan A, Goué, Nadia, Griffin, Timothy J, Grüning, Björn A, Guerler, Aysam, Gundersen, Sveinung, Gustafsson, Ove Johan Ragnar, Hall, Christina, Harrop, Thomas W, Hecht, Helge, Heidari, Alireza, Heisner, Tillman, Heyl, Florian, Hiltemann, Saskia, Hotz, Hans-Rudolf, Hyde, Cameron J, Jagtap, Pratik D, Jakiela, Julia, Johnson, James E, Joshi, Jayadev, Jossé, Marie, Jum’ah, Khaled, Kalaš, Matúš, Kamieniecka, Katarzyna, Kayikcioglu, Tunc, Konkol, Markus, Kostrykin, Leonid, Kucher, Natalie, Kumar, Anup, Kuntz, Mira, Lariviere, Delphine, Lazarus, Ross, Bras, Yvan Le, Corguillé, Gildas Le, Lee, Justin, Leo, Simone, Liborio, Leandro, Libouban, Romane, Tabernero, David López, Lopez-Delisle, Lucille, Los, Laila S, Mahmoud, Alexandru, Makunin, Igor, Marin, Pierre, Mehta, Subina, Mok, Winnie, Moreno, Pablo A, Morier-Genoud, François, Mosher, Stephen, Müller, Teresa, Nasr, Engy, Nekrutenko, Anton, Nelson, Tiffanie M, Oba, Asime J, Ostrovsky, Alexander, Polunina, Polina V, Poterlowicz, Krzysztof, Price, Elliott J, Price, Gareth R, Rasche, Helena, Raubenolt, Bryan
Médium: Journal Article
Jazyk:angličtina
Vydáno: England Oxford University Press 05.07.2024
Témata:
Bioinformatics
Computational Biology - methods
Computer Science
Data Analysis
Humans
Reproducibility of Results
Software
User-Computer Interface
Web Server Issue
ISSN:0305-1048, 1362-4962, 1362-4962
On-line přístup:Získat plný text
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Popis
Shrnutí:Galaxy (https://galaxyproject.org) is deployed globally, predominantly through free-to-use services, supporting user-driven research that broadens in scope each year. Users are attracted to public Galaxy services by platform stability, tool and reference dataset diversity, training, support and integration, which enables complex, reproducible, shareable data analysis. Applying the principles of user experience design (UXD), has driven improvements in accessibility, tool discoverability through Galaxy Labs/subdomains, and a redesigned Galaxy ToolShed. Galaxy tool capabilities are progressing in two strategic directions: integrating general purpose graphical processing units (GPGPU) access for cutting-edge methods, and licensed tool support. Engagement with global research consortia is being increased by developing more workflows in Galaxy and by resourcing the public Galaxy services to run them. The Galaxy Training Network (GTN) portfolio has grown in both size, and accessibility, through learning paths and direct integration with Galaxy tools that feature in training courses. Code development continues in line with the Galaxy Project roadmap, with improvements to job scheduling and the user interface. Environmental impact assessment is also helping engage users and developers, reminding them of their role in sustainability, by displaying estimated CO2 emissions generated by each Galaxy job.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
USDOE
German Federal Ministry of Education and Research (BMBF)
European Union (EU)
National Science Foundation (NSF)
AC05-00OR22725
National Institutes of Health (NIH)
ISSN:0305-1048
1362-4962
1362-4962
DOI:10.1093/nar/gkae410