Evidence map›Paper›PMID 40272881›Full record

ArticleGigaScience2025

Overture: an open-source genomics data platform.

Mitchell Shiell, Rosi Bajari, Dusan Andric, Jon Eubank, Brandon F Chan, Anders J Richardsson, Azher Ali, Bashar Allabadi, Yelizar Alturmessov, Jared Baker and 28 more

Abstract read
In one paragraph

Article in GigaScience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

38 authors.

Mitchell ShiellOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0003-3255-6348
Rosi BajariOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0002-1402-7496
Dusan AndricOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0001-7216-2330
Jon EubankOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0009-0003-2584-4912
Brandon F ChanOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0003-2812-522X
Anders J RichardssonOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0009-0005-5879-5883
Azher AliOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Bashar AllabadiOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Yelizar AlturmessovOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Jared BakerOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Ann CattonOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Kim CullionOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Daniel DeMariaOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Patrick Dos SantosOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Henrich FeherOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Francois GerthoffertOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Minh HaOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Robin A HawOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0002-2013-7835
Atul KachruOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Alexandru LepsaOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0009-0002-4583-6234
Alexis LiOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Rakesh N MistryOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Hardeep K Nahal-BoseOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0002-0774-2862
Aleksandra PejovicOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Samantha RichOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Leonardo RiveraOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Ciarán SchütteOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Edmund SuOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0003-3156-176X
Robert TismaOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Jaser UddinOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Chang WangOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Alex N WilmerOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Linda XiangOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0002-1377-1125
Junjun ZhangOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0001-5654-243X
Lincoln D SteinOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0002-1983-4588
Vincent FerrettiOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0002-2555-1277
Mélanie CourtotOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0002-9551-6370
Christina K YungOntario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.ORCID 0000-0003-2958-150X

Funding

Overture: A Multi-Scale Data Platform for Cancer Genomics ResearchU24CA253529 · NCI · ONTARIO INSTITUTE FOR CANCER RESEARCH · PI COURTOT, MELANIE, STEIN, LINCOLN D. · 2021 to 2025
$2.6M
Canada Foundation for Innovation CFI#32586CIHR HGA-190675NCI NIH HHS #U24CA253529NCI NIH HHS U24 CA253529
6 · The paper itself

Abstract

backgroundNext-generation sequencing has created many new technological challenges in organizing and distributing genomics datasets, which now can routinely reach petabyte scales. Coupled with data-hungry artificial intelligence and machine learning applications, findable, accessible, interoperable, and reusable genomics datasets have never been more valuable. While major archives like the Genomics Data Commons, Sequence Reads Archive, and European Genome-Phenome Archive have improved researchers' ability to share and reuse data, and general-purpose repositories such as Zenodo and Figshare provide valuable platforms for research data publication, the diversity of genomics research precludes any one-size-fits-all approach. In many cases, bespoke solutions are required, and despite funding agencies and journals increasingly mandating reusable data practices, researchers still lack the technical support needed to meet the multifaceted challenges of data reuse.

findingsOverture bridges this gap by providing open-source software for building and deploying customizable genomics data platforms. Its architecture consists of modular microservices, each of which is generalized with narrow responsibilities that together combine to create complete data management systems. These systems enable researchers to organize, share, and explore their genomics data at any scale. Through Overture, researchers can connect their data to both humans and machines, fostering reproducibility and enabling new insights through controlled data sharing and reuse.

conclusionsBy making these tools freely available, we can accelerate the development of reliable genomic data management across the research community quickly, flexibly, and at multiple scales. Overture is an open-source project licensed under AGPLv3.0 with all source code publicly available from https://github.com/overture-stack and documentation on development, deployment, and usage available from www.overture.bio.

Indexed as

Databases, GeneticGenomicsSoftwareHigh-Throughput Nucleotide SequencingHumansdata managementgenomicsopen-scienceopen-sourceresearch software

Identifiers

PMID40272881
PMCPMC12020472

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.