Evidence map›Paper›PMID 40088942›Full record

ArticleBioinformatics (Oxford, England)2025

AlphaPulldown2-a general pipeline for high-throughput structural modeling.

Dmitry Molodenskiy, Valentin J Maurer, Dingquan Yu, Grzegorz Chojnowski, Stefan Bienert, Gerardo Tauriello, Konstantin Gilep, Torsten Schwede, Jan Kosinski

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 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
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  6. Advances and opportunities for computational interrogation of plant proteins.The Plant journal : for cell and molecular biology · 2026
    Review
  7. Article
  8. 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

9 authors.

Dmitry MolodenskiyEuropean Molecular Biology Laboratory Hamburg, Hamburg 22607, Germany.
Valentin J MaurerEuropean Molecular Biology Laboratory Hamburg, Hamburg 22607, Germany.
Dingquan YuEuropean Molecular Biology Laboratory Hamburg, Hamburg 22607, Germany.
Grzegorz ChojnowskiEuropean Molecular Biology Laboratory Hamburg, Hamburg 22607, Germany.ORCID 0000-0002-3796-8352
Stefan BienertBiozentrum, University of Basel, Basel 4056, Switzerland.
Gerardo TaurielloBiozentrum, University of Basel, Basel 4056, Switzerland.ORCID 0000-0002-5921-7007
Konstantin GilepEuropean Molecular Biology Laboratory Hamburg, Hamburg 22607, Germany.ORCID 0009-0009-2319-2213
Torsten SchwedeBiozentrum, University of Basel, Basel 4056, Switzerland.ORCID 0000-0003-2715-335X
Jan KosinskiEuropean Molecular Biology Laboratory Hamburg, Hamburg 22607, Germany.ORCID 0000-0002-3641-0322

Funding

German Research Foundation KO 5979/2
6 · The paper itself

Abstract

summaryAlphaPulldown2 streamlines protein structural modeling by automating workflows, improving code adaptability, and optimizing data management for large-scale applications. It introduces an automated Snakemake pipeline, compressed data storage, support for additional modeling backends like UniFold and AlphaLink2, and a range of other improvements. These upgrades make AlphaPulldown2 a versatile platform for predicting both binary interactions and complex multi-unit assemblies. AVAILABILITY AND IMPLEMENTATION: AlphaPulldown2 is freely available at https://github.com/KosinskiLab/AlphaPulldown.

Indexed as

Computational BiologyModels, MolecularProteinsSoftwareProtein ConformationProteins

Identifiers

PMID40088942
PMCPMC11937959

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.