Evidence map›Paper›PMID 42681357›Full record

ArticleMethods in molecular biology (Clifton, N.J.)2026

Using AlphaFold3 for the Interrogation of Protein Disulfide Bonds.

Aster E Pijning

Abstract read
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In one paragraph

Article in Methods in molecular biology (Clifton, N.J.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Aster E PijningSchool of Life Sciences, University of Technology Sydney, Sydney, NSW, Australia. a.pijning@centenary.org.au.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Disulfide bonds play critical roles in stabilizing protein structure and modulating protein function. Traditional approaches to studying these bonds have often relied on generating cysteine mutations to remove disulfide bonds, followed by labor-intensive biochemical characterization of the resulting variants. With the advent of AlphaFold3 (AF3) by Google DeepMind, in silico structural interrogation of disulfide bonds has been made possible. By integrating AF3's predictive capabilities with PyMOL-based structural analysis, researchers can rapidly assess the structural impact of removing disulfide bonds. This workflow provides informed predictions regarding the functional consequences of such modifications and enables investigators to refine hypotheses for other experimental approaches. Here, we describe a practical protocol for employing AF3 to investigate the contribution of disulfide bonds to protein stability and function.

Indexed as

Computational BiologyDisulfidesProteinsSoftwareCysteineModels, MolecularProtein ConformationProtein FoldingProtein StabilityCysteineDisulfidesProteinsAlphaFoldDisulfide bondIntegrinMembrane protein

Identifiers

PMID42681357

What OpenQuestion holds

Textmetadata
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.