Exploring the potential of <scp>AlphaFold</scp> distograms for predicting binding‐induced hinge motions
AlphaFold models provide static structural predictions, limiting their use in interpreting flexible regions in low-resolution cryo-EM maps. Here, we assess whether AlphaFold-generated distograms can instead reveal conformational flexibility, focusing on binding-induced hinge motions. For this, we examined the key metabolic AK2/AIFM1 complex, where molecular dynamics and cryo-EM confirm a hinge motion in AK2 upon binding. Notably, this motion is captured in the AlphaFold2/3 distograms of apo AK2, even though it is absent in the predicted structures. By extending our analysis to other systems, we demonstrate that distograms may offer a valuable, model-independent method for interpreting ambiguous hinge regions in cryo-EM maps. Impact statement We reveal that AlphaFold distograms can successfully predict binding-induced hinge motions. This establishes distograms as a valuable, structure-free metric for identifying alternative conformational states, aiding the interpretation of ambiguous densities in cryo-EM maps.
Authors
- Büşra Savaş (ORCID: https://orcid.org/0000-0002-6116-7950)
- Ezgi Karaca
- Ayşe Berçin Barlas
Institutions
- Dokuz Eylül University (TR)
- Institute for Biomedicine (IT)
Publication Details
- Journal
- FEBS Letters
- Published
- 2026-02-04
- DOI
- https://doi.org/10.1002/1873-3468.70297
- Primary Topic
- Advanced Electron Microscopy Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Barcelona Supercomputing Center