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

Linelle Ann L. Abueg; Enis Afgan; Olivier Allart; Ahmed H. Awan; Wendi A. Bacon; Dannon Baker; Madeline Bassetti; Bérénice Batut; Matthias Bernt; Daniel Blankenberg; Aureliano Bombarely; Anthony Bretaudeau; Catherine J. Bromhead; Melissa L. Burke; Patrick K. Capon; Martin Čech; María Chavero-Díez; John M. Chilton; Tyler J. Collins; Frederik Coppens; Nate Coraor; Gianmauro Cuccuru; Fabio Cumbo; John Davis; Paul F. De Geest; Willem de Koning; Martin Demko; Assunta DeSanto; José Manuel Domínguez Begines; Maria A. Doyle; Bert Droesbeke; Anika Erxleben-Eggenhofer; Melanie C. Föll; Giulio Formenti; Anne Fouilloux; Rendani Gangazhe; Tanguy Genthon; Jeremy Goecks; Alejandra N. Gonzalez Beltran; Nuwan A. Goonasekera; Nadia Goué; Timothy J. Griffin; Björn A. Grüning; Aysam Guerler; Sveinung Gundersen; Ove Johan Ragnar Gustafsson; Christina Hall; Thomas W. Harrop; Helge Hecht; Alireza Heidari; Tillman Heisner; Florian Heyl; Saskia Hiltemann; Hans Rudolf Hotz; Cameron J. Hyde; Pratik D. Jagtap; Julia Jakiela; James E. Johnson; Jayadev Joshi; Marie Jossé; Khaled Jum’ah; Matúš Kalaš; Katarzyna Kamieniecka; Tunc Kayikcioglu; Markus Konkol; Leonid Kostrykin; Natalie Kucher; Anup Kumar; Mira Kuntz; Delphine Lariviere; Ross Lazarus; Yvan Le Bras; Gildas Le Corguillé; Justin Lee; Simone Leo; Leandro Liborio; Romane Libouban; David López Tabernero; Lucille Lopez-Delisle; Laila S. Los; Alexandru Mahmoud; Igor Makunin; Pierre Marin; Subina Mehta; Winnie Mok; Pablo A. Moreno; François Morier-Genoud; Stephen Mosher; Teresa Müller; Engy Nasr; Anton Nekrutenko; Tiffanie M. Nelson; Asime J. Oba; Alexander Ostrovsky; Polina V. Polunina; Krzysztof Poterlowicz; Elliott J. Price; Gareth R. Price; Helena Rasche; Bryan Raubenolt; Coline Royaux; Luke Sargent; Michelle T. Savage; Volodymyr Savchenko; Denys Savchenko; Michael C. Schatz; Pauline Seguineau; Beatriz Serrano-Solano; Nicola Soranzo; Sanjay Kumar Srikakulam; Keith Suderman; Anna E. Syme; Marco Antonio Tangaro; Jonathan A. Tedds; Mehmet Tekman; Wai Cheng Thang; Anil S. Thanki; Michael Uhl; Marius van den Beek; Deepti Varshney; Jenn Vessio; Pavankumar Videm; Greg Von Kuster; Gregory R. Watson; Natalie Whitaker-Allen; Uwe Winter; Martin Wolstencroft; Federico Zambelli; Paul Zierep; Rand Zoabi

doi:10.1093/nar/gkae410

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

Linelle Ann L. Abueg
, Enis Afgan
, Olivier Allart
, Ahmed H. Awan
, Wendi A. Bacon
, Dannon Baker
, Madeline Bassetti
, Bérénice Batut
, Matthias Bernt
, Daniel Blankenberg
, Aureliano Bombarely
, Anthony Bretaudeau
, Catherine J. Bromhead
, Melissa L. Burke
, Patrick K. Capon
, Martin Čech
, María Chavero-Díez
, John M. Chilton
, Tyler J. Collins
, Frederik Coppens

Nate Coraor, Gianmauro Cuccuru, Fabio Cumbo, John Davis, Paul F. De Geest, Willem de Koning, Martin Demko, Assunta DeSanto, José Manuel Domínguez Begines, Maria A. Doyle, Bert Droesbeke, Anika Erxleben-Eggenhofer, Melanie C. Föll, Giulio Formenti, Anne Fouilloux, Rendani Gangazhe, Tanguy Genthon, Jeremy Goecks, Alejandra N. Gonzalez Beltran, Nuwan A. Goonasekera, Nadia Goué, Timothy J. Griffin, Björn A. Grüning, Aysam Guerler, Sveinung Gundersen, Ove Johan Ragnar Gustafsson, Christina Hall, Thomas W. Harrop, Helge Hecht, Alireza Heidari, Tillman Heisner, Florian Heyl, Saskia Hiltemann, Hans Rudolf Hotz, Cameron J. Hyde, Pratik D. Jagtap, Julia Jakiela, James E. Johnson, Jayadev Joshi, Marie Jossé, Khaled Jum’ah, Matúš Kalaš, Katarzyna Kamieniecka, Tunc Kayikcioglu, Markus Konkol, Leonid Kostrykin, Natalie Kucher, Anup Kumar, Mira Kuntz, Delphine Lariviere, Ross Lazarus, Yvan Le Bras, Gildas Le Corguillé, Justin Lee, Simone Leo, Leandro Liborio, Romane Libouban, David López Tabernero, Lucille Lopez-Delisle, Laila S. Los, Alexandru Mahmoud, Igor Makunin, Pierre Marin, Subina Mehta, Winnie Mok, Pablo A. Moreno, François Morier-Genoud, Stephen Mosher, Teresa Müller, Engy Nasr, Anton Nekrutenko, Tiffanie M. Nelson, Asime J. Oba, Alexander Ostrovsky, Polina V. Polunina, Krzysztof Poterlowicz, Elliott J. Price, Gareth R. Price, Helena Rasche, Bryan Raubenolt, Coline Royaux, Luke Sargent, Michelle T. Savage, Volodymyr Savchenko, Denys Savchenko, Michael C. Schatz, Pauline Seguineau, Beatriz Serrano-Solano, Nicola Soranzo, Sanjay Kumar Srikakulam, Keith Suderman, Anna E. Syme, Marco Antonio Tangaro, Jonathan A. Tedds, Mehmet Tekman, Wai Cheng Thang, Anil S. Thanki, Michael Uhl, Marius van den Beek, Deepti Varshney, Jenn Vessio, Pavankumar Videm, Greg Von Kuster, Gregory R. Watson, Natalie Whitaker-Allen, Uwe Winter, Martin Wolstencroft, Federico Zambelli, Paul Zierep, Rand Zoabi

Rockefeller University
Johns Hopkins University
AARNet
Open University Milton Keynes
Queensland Cyber Infrastructure Foundation Ltd
University of Freiburg
Helmholtz Centre for Environmental Research
Cleveland Clinic Foundation
Institute for Plant Cellular and Molecular Biology (IBMCP)
Université de Rennes
University of Melbourne
Australian BioCommons
University of Queensland
Pennsylvania State University
Barcelona Supercomputing Center
Flanders Institute for Biotechnology
Human Technopole
Erasmus University Rotterdam
Masaryk University
Ghent University
Simula Research Laboratory
Muséum national d'histoire naturelle
University of South Florida
Science and Technology Facilities Council
Université Clermont Auvergne
University of Minnesota Twin Cities
University of Oslo
German Cancer Research Center
Novartis
University of Edinburgh
CNRS - Data Terra
University of Bradford
University of Bergen
52◦North Spatial Information Research
Heidelberg University
Galaxy Project
Sorbonne Université
James Cook University Queensland
Sardegna Ricerche
Rutherford Appleton Laboratory
IRISA
Swiss Federal Institute of Technology Lausanne
Harvard University
French Institute of Bioinformatics
AstraZeneca
EPFL
Griffith University Queensland
University of Maiduguri
Oregon Health and Science University
Université Paris Cité
EMBL
The Earlham Institute
National Research Council of Italy
ELIXIR
European Molecular Biology Laboratory
Oak Ridge National Laboratory
University of Milan

Research output: Contribution to journal › Article › peer-review

Abstract

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.

Original language	English
Pages (from-to)	W83-W94
Journal	Nucleic Acids Research
Volume	52
Issue number	W1
DOIs	https://doi.org/10.1093/nar/gkae410
Publication status	Published - 5 Jul 2024

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 13 Climate Action

Access to Document

10.1093/nar/gkae410

Cite this

Abueg, L. A. L., Afgan, E., Allart, O., Awan, A. H., Bacon, W. A., Baker, D., Bassetti, M., Batut, B., Bernt, M., Blankenberg, D., Bombarely, A., Bretaudeau, A., Bromhead, C. J., Burke, M. L., Capon, P. K., Čech, M., Chavero-Díez, M., Chilton, J. M., Collins, T. J., ... Zoabi, R. (2024). The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update. Nucleic Acids Research, 52(W1), W83-W94. https://doi.org/10.1093/nar/gkae410

@article{d0c44980bce1411f85d12a547afa2e76,

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

abstract = "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.",

author = "Abueg, \{Linelle Ann L.\} and Enis Afgan and Olivier Allart and Awan, \{Ahmed H.\} and Bacon, \{Wendi A.\} and Dannon Baker and Madeline Bassetti and B{\'e}r{\'e}nice Batut and Matthias Bernt and Daniel Blankenberg and Aureliano Bombarely and Anthony Bretaudeau and Bromhead, \{Catherine J.\} and Burke, \{Melissa L.\} and Capon, \{Patrick K.\} and Martin {\v C}ech and Mar{\'i}a Chavero-D{\'i}ez and Chilton, \{John M.\} and Collins, \{Tyler J.\} and Frederik Coppens and Nate Coraor and Gianmauro Cuccuru and Fabio Cumbo and John Davis and \{De Geest\}, \{Paul F.\} and \{de Koning\}, Willem and Martin Demko and Assunta DeSanto and Begines, \{Jos{\'e} Manuel Dom{\'i}nguez\} and Doyle, \{Maria A.\} and Bert Droesbeke and Anika Erxleben-Eggenhofer and F{\"o}ll, \{Melanie C.\} and Giulio Formenti and Anne Fouilloux and Rendani Gangazhe and Tanguy Genthon and Jeremy Goecks and \{Gonzalez Beltran\}, \{Alejandra N.\} and Goonasekera, \{Nuwan A.\} and Nadia Gou{\'e} and Griffin, \{Timothy J.\} and Gr{\"u}ning, \{Bj{\"o}rn A.\} and Aysam Guerler and Sveinung Gundersen and Gustafsson, \{Ove Johan Ragnar\} and Christina Hall and Harrop, \{Thomas W.\} and Helge Hecht and Alireza Heidari and Tillman Heisner and Florian Heyl and Saskia Hiltemann and Hotz, \{Hans Rudolf\} and Hyde, \{Cameron J.\} and Jagtap, \{Pratik D.\} and Julia Jakiela and Johnson, \{James E.\} and Jayadev Joshi and Marie Joss{\'e} and Khaled Jum{\textquoteright}ah and Mat{\'u}{\v s} Kala{\v s} and Katarzyna Kamieniecka and Tunc Kayikcioglu and Markus Konkol and Leonid Kostrykin and Natalie Kucher and Anup Kumar and Mira Kuntz and Delphine Lariviere and Ross Lazarus and \{Le Bras\}, Yvan and \{Le Corguill{\'e}\}, Gildas and Justin Lee and Simone Leo and Leandro Liborio and Romane Libouban and \{L{\'o}pez Tabernero\}, David and Lucille Lopez-Delisle and Los, \{Laila S.\} and Alexandru Mahmoud and Igor Makunin and Pierre Marin and Subina Mehta and Winnie Mok and Moreno, \{Pablo A.\} and Fran{\c c}ois Morier-Genoud and Stephen Mosher and Teresa M{\"u}ller and Engy Nasr and Anton Nekrutenko and Nelson, \{Tiffanie M.\} and Oba, \{Asime J.\} and Alexander Ostrovsky and Polunina, \{Polina V.\} and Krzysztof Poterlowicz and Price, \{Elliott J.\} and Price, \{Gareth R.\} and Helena Rasche and Bryan Raubenolt and Coline Royaux and Luke Sargent and Savage, \{Michelle T.\} and Volodymyr Savchenko and Denys Savchenko and Schatz, \{Michael C.\} and Pauline Seguineau and Beatriz Serrano-Solano and Nicola Soranzo and Srikakulam, \{Sanjay Kumar\} and Keith Suderman and Syme, \{Anna E.\} and Tangaro, \{Marco Antonio\} and Tedds, \{Jonathan A.\} and Mehmet Tekman and Thang, \{Wai Cheng\} and Thanki, \{Anil S.\} and Michael Uhl and \{van den Beek\}, Marius and Deepti Varshney and Jenn Vessio and Pavankumar Videm and \{Von Kuster\}, Greg and Watson, \{Gregory R.\} and Natalie Whitaker-Allen and Uwe Winter and Martin Wolstencroft and Federico Zambelli and Paul Zierep and Rand Zoabi",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2024.",

year = "2024",

month = jul,

day = "5",

doi = "10.1093/nar/gkae410",

language = "English",

volume = "52",

pages = "W83--W94",

journal = "Nucleic Acids Research",

issn = "0305-1048",

number = "W1",

}

Abueg, LAL, Afgan, E, Allart, O, Awan, AH, Bacon, WA, Baker, D, Bassetti, M, Batut, B, Bernt, M, Blankenberg, D, Bombarely, A, Bretaudeau, A, Bromhead, CJ, Burke, ML, Capon, PK, Čech, M, Chavero-Díez, M, Chilton, JM, Collins, TJ, Coppens, F, Coraor, N, Cuccuru, G, Cumbo, F, Davis, J, De Geest, PF, de Koning, W, Demko, M, DeSanto, A, Begines, JMD, Doyle, MA, Droesbeke, B, Erxleben-Eggenhofer, A, Föll, MC, Formenti, G, Fouilloux, A, Gangazhe, R, Genthon, T, Goecks, J, Gonzalez Beltran, AN, Goonasekera, NA, Goué, N, Griffin, TJ, Grüning, BA, Guerler, A, Gundersen, S, Gustafsson, OJR, Hall, C, Harrop, TW, Hecht, H, Heidari, A, Heisner, T, Heyl, F, Hiltemann, S, Hotz, HR, Hyde, CJ, Jagtap, PD, Jakiela, J, Johnson, JE, Joshi, J, Jossé, M, Jum’ah, K, Kalaš, M, Kamieniecka, K, Kayikcioglu, T, Konkol, M, Kostrykin, L, Kucher, N, Kumar, A, Kuntz, M, Lariviere, D, Lazarus, R, Le Bras, Y, Le Corguillé, G, Lee, J, Leo, S, Liborio, L, Libouban, R, López Tabernero, D, Lopez-Delisle, L, Los, LS, Mahmoud, A, Makunin, I, Marin, P, Mehta, S, Mok, W, Moreno, PA, Morier-Genoud, F, Mosher, S, Müller, T, Nasr, E, Nekrutenko, A, Nelson, TM, Oba, AJ, Ostrovsky, A, Polunina, PV, Poterlowicz, K, Price, EJ, Price, GR, Rasche, H, Raubenolt, B, Royaux, C, Sargent, L, Savage, MT, Savchenko, V, Savchenko, D, Schatz, MC, Seguineau, P, Serrano-Solano, B, Soranzo, N, Srikakulam, SK, Suderman, K, Syme, AE, Tangaro, MA, Tedds, JA, Tekman, M, Thang, WC, Thanki, AS, Uhl, M, van den Beek, M, Varshney, D, Vessio, J, Videm, P, Von Kuster, G, Watson, GR, Whitaker-Allen, N, Winter, U, Wolstencroft, M, Zambelli, F, Zierep, P & Zoabi, R 2024, 'The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update', Nucleic Acids Research, vol. 52, no. W1, pp. W83-W94. https://doi.org/10.1093/nar/gkae410

TY - JOUR

T1 - The Galaxy platform for accessible, reproducible, and collaborative data analyses

T2 - 2024 update

AU - Abueg, Linelle Ann L.

AU - Afgan, Enis

AU - Allart, Olivier

AU - Awan, Ahmed H.

AU - Bacon, Wendi A.

AU - Baker, Dannon

AU - Bassetti, Madeline

AU - Batut, Bérénice

AU - Bernt, Matthias

AU - Blankenberg, Daniel

AU - Bombarely, Aureliano

AU - Bretaudeau, Anthony

AU - Bromhead, Catherine J.

AU - Burke, Melissa L.

AU - Capon, Patrick K.

AU - Čech, Martin

AU - Chavero-Díez, María

AU - Chilton, John M.

AU - Collins, Tyler J.

AU - Coppens, Frederik

AU - Coraor, Nate

AU - Cuccuru, Gianmauro

AU - Cumbo, Fabio

AU - Davis, John

AU - De Geest, Paul F.

AU - de Koning, Willem

AU - Demko, Martin

AU - DeSanto, Assunta

AU - Begines, José Manuel Domínguez

AU - Doyle, Maria A.

AU - Droesbeke, Bert

AU - Erxleben-Eggenhofer, Anika

AU - Föll, Melanie C.

AU - Formenti, Giulio

AU - Fouilloux, Anne

AU - Gangazhe, Rendani

AU - Genthon, Tanguy

AU - Goecks, Jeremy

AU - Gonzalez Beltran, Alejandra N.

AU - Goonasekera, Nuwan A.

AU - Goué, Nadia

AU - Griffin, Timothy J.

AU - Grüning, Björn A.

AU - Guerler, Aysam

AU - Gundersen, Sveinung

AU - Gustafsson, Ove Johan Ragnar

AU - Hall, Christina

AU - Harrop, Thomas W.

AU - Hecht, Helge

AU - Heidari, Alireza

AU - Heisner, Tillman

AU - Heyl, Florian

AU - Hiltemann, Saskia

AU - Hotz, Hans Rudolf

AU - Hyde, Cameron J.

AU - Jagtap, Pratik D.

AU - Jakiela, Julia

AU - Johnson, James E.

AU - Joshi, Jayadev

AU - Jossé, Marie

AU - Jum’ah, Khaled

AU - Kalaš, Matúš

AU - Kamieniecka, Katarzyna

AU - Kayikcioglu, Tunc

AU - Konkol, Markus

AU - Kostrykin, Leonid

AU - Kucher, Natalie

AU - Kumar, Anup

AU - Kuntz, Mira

AU - Lariviere, Delphine

AU - Lazarus, Ross

AU - Le Bras, Yvan

AU - Le Corguillé, Gildas

AU - Lee, Justin

AU - Leo, Simone

AU - Liborio, Leandro

AU - Libouban, Romane

AU - López Tabernero, David

AU - Lopez-Delisle, Lucille

AU - Los, Laila S.

AU - Mahmoud, Alexandru

AU - Makunin, Igor

AU - Marin, Pierre

AU - Mehta, Subina

AU - Mok, Winnie

AU - Moreno, Pablo A.

AU - Morier-Genoud, François

AU - Mosher, Stephen

AU - Müller, Teresa

AU - Nasr, Engy

AU - Nekrutenko, Anton

AU - Nelson, Tiffanie M.

AU - Oba, Asime J.

AU - Ostrovsky, Alexander

AU - Polunina, Polina V.

AU - Poterlowicz, Krzysztof

AU - Price, Elliott J.

AU - Price, Gareth R.

AU - Rasche, Helena

AU - Raubenolt, Bryan

AU - Royaux, Coline

AU - Sargent, Luke

AU - Savage, Michelle T.

AU - Savchenko, Volodymyr

AU - Savchenko, Denys

AU - Schatz, Michael C.

AU - Seguineau, Pauline

AU - Serrano-Solano, Beatriz

AU - Soranzo, Nicola

AU - Srikakulam, Sanjay Kumar

AU - Suderman, Keith

AU - Syme, Anna E.

AU - Tangaro, Marco Antonio

AU - Tedds, Jonathan A.

AU - Tekman, Mehmet

AU - Thang, Wai Cheng

AU - Thanki, Anil S.

AU - Uhl, Michael

AU - van den Beek, Marius

AU - Varshney, Deepti

AU - Vessio, Jenn

AU - Videm, Pavankumar

AU - Von Kuster, Greg

AU - Watson, Gregory R.

AU - Whitaker-Allen, Natalie

AU - Winter, Uwe

AU - Wolstencroft, Martin

AU - Zambelli, Federico

AU - Zierep, Paul

AU - Zoabi, Rand

PY - 2024/7/5

Y1 - 2024/7/5

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85196581762

U2 - 10.1093/nar/gkae410

DO - 10.1093/nar/gkae410

M3 - Article

C2 - 38769056

AN - SCOPUS:85196581762

SN - 0305-1048

VL - 52

SP - W83-W94

JO - Nucleic Acids Research

JF - Nucleic Acids Research

IS - W1

ER -

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

Abstract

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this