Evidence map›Paper›PMID 42261686›Full record

ArticleNucleic acids research2026

Galaxy for accessible, reproducible, and collaborative data analyses: 2026 update.

Galaxy Community

Abstract read
In one paragraph

Article in Nucleic acids research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Alterations to the yeast chromatin landscape during hypoxia.bioRxiv : the preprint server for biology · 2026
    Article
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  3. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Galaxy Community

Funding

Implementing the Genomic Data Science Analysis, Visualization, and Informatics Lab-space (AnVIL)U24HG010263 · NHGRI · JOHNS HOPKINS UNIVERSITY · PI Enis Afgan, VINCENT JAMES CAREY · 2018 to 2026
$23.8M
An in integrated platform for multiomic analyses of pathogen and host data using scalable public infrastructureU24AI183870 · NIAID · PENNSYLVANIA STATE UNIVERSITY, THE · PI Kelsey M Beavers, Maximilian Haeussler · 2024 to 2026
$10.2M
Democratization of Data Analysis in Life Sciences Through GalaxyU24HG006620 · NHGRI · PENNSYLVANIA STATE UNIVERSITY, THE · PI Daniel James Blankenberg, Jeremy Goecks · 2021 to 2026
$9.8M
The CFDE Cloud WorkspaceOT2OD037936 · OD · UNIVERSITY OF TEXAS AT AUSTIN · PI James Paul Carson, ANTON NEKRUTENKO · 2024 to 2026
$4.9M
Developing a Cancer Galaxy Computational Workbench to Meet Emerging Cancer Data Analysis NeedsU24CA284167 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI Jeremy Goecks · 2024 to 2026
$2.9M
Advanced Cyberinfrastructure Coordination EcosystemNCI NIH HHS U24 CA284167NHGRI NIH HHS U24 HG006620NHGRI NIH HHS U24 HG010263NIAID NIH HHS U24 AI183870NIH HHS OT2 OD037936NIH HHS OT2OD037936-01NIH HHS U24AI183870NIH HHS U24CA284167NIH HHS U24HG006620NIH HHS U24HG010263NSF 2419522
6 · The paper itself

Abstract

Galaxy (https://galaxyproject.org), now in its third decade, is a globally accessible, community-driven platform for reproducible and collaborative data analysis. With over 650 000 registered users, major public servers handle ~2 000 000 monthly analysis jobs from ~20 000 users. Recent, massive modernization has overhauled the user interface and workflow infrastructure to improve usability and scalability. Key updates include a redesigned history interface, enhanced tool discovery, a centralized dataset view, and a new visualization framework. Workflow editing is now substantially enhanced with search, undo/redo, and new invocation graph views. Data management is more flexible with intelligent sample sheet handling, expanded collection support, redesigned file source interfaces, and the introduction of "scratch" storage. User-defined repositories like Google Drive, Dropbox, and Zenodo are now enabled by default. Coupled with the growth of the Galaxy Training Network, these advances solidify Galaxy as a robust, widely adopted AI-ready ecosystem for open science.

Indexed as

SoftwareData AnalyticsInternetReproducibility of ResultsUser-Computer InterfaceWorkflow

Identifiers

PMID42261686
PMCPMC13355071

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.