Evidence map›Paper›PMID 40924537›Full record

ArticleBioinformatics (Oxford, England)2025

Warp analysis research pipelines: cloud-optimized workflows for biological data processing and reproducible analysis.

Kylee Degatano, Aseel Awdeh, Robert Sidney Cox, Wes Dingman, George Grant, Farzaneh Khajouei, Elizabeth Kiernan, Kishori Konwar, Kaylee L Mathews, Kevin Palis and 4 more

Abstract read
In one paragraph

Article in Bioinformatics (Oxford, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. HLA Alleles and Haplotype Distribution Across Russian Population Groups.International journal of molecular sciences · 2026
    Article
  6. Article
  7. Article
  8. piRNAs safeguard splicing and RNA fidelity during heat shock.bioRxiv : the preprint server for biology · 2025
    Article
  9. Common and rare variant genetic contributions in African Americans with autism.medRxiv : the preprint server for health sciences · 2025
    Article
  10. Article
  11. Single-nucleus analysis reveals oxidative stress in Down syndrome basal forebrain neurons at birth.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
  12. Review
  13. 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

14 authors.

Kylee DegatanoData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Aseel AwdehData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.ORCID 0000-0003-0578-090X
Robert Sidney CoxData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Wes DingmanData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
George GrantData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Farzaneh KhajoueiData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Elizabeth KiernanData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Kishori KonwarData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Kaylee L MathewsData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Kevin PalisData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Nikelle PetrilloData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Geraldine Van der AuweraData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Chengchen Rex WangData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Jessica WayData Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.

Funding

A Community Resource for Single Cell Data in the BrainU24MH114827 · NIMH · ALLEN INSTITUTE · PI HAWRYLYCZ, MICHAEL, MARTONE, MARYANN E · 2017 to 2021
$14.4M
NIH HHS 1U24MH114827-01NIMH NIH HHS U24 MH114827
6 · The paper itself

Abstract

summaryIn the era of large data, the cloud is increasingly used as a computing environment, necessitating the development of cloud-compatible pipelines that can provide uniform analysis across disparate biological datasets. The Warp Analysis Research Pipelines (WARP) repository is a GitHub repository of open-source, cloud-optimized workflows for biological data processing that are semantically versioned, tested, and documented. A companion repository, WARP-Tools, hosts Docker containers and custom tools used in WARP workflows. AVAILABILITY AND IMPLEMENTATION: The WARP and WARP-Tools repositories and code are freely available at https://github.com/broadinstitute/WARP and https://github.com/broadinstitute/WARP-tools, respectively. The pipelines are available for download from the WARP repository, can be exported from Dockstore, and can be imported to a bioinformatics platform such as Terra.

Indexed as

Cloud ComputingComputational BiologySoftwareWorkflow

Identifiers

PMID40924537
PMCPMC12490826

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.