Evidence map›Paper›PMID 42337245›Full record

ArticleLight, science & applications2026

High-throughput in situ single particle X-ray imaging of dehydrating viral capsids.

Abhishek Mall, Anna Munke, Parichita Mazumder, Zhou Shen, Johan Bielecki, Juncheng E, Armando D Estillore, Chan Kim, Romain Letrun, Jannik Lübke and 20 more

Abstract read
In one paragraph

Article in Light, science & applications, 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

30 authors.

Abhishek MallMax Planck Institute for the Structure and Dynamics of Matter, 22761, Hamburg, Germany.
Anna MunkeCenter for Free Electron Laser Science, Deutsches Elektronen Synchrotron (DESY), 22607, Hamburg, Germany.ORCID http://orcid.org/0000-0002-5510-2245
Parichita MazumderMax Planck Institute for the Structure and Dynamics of Matter, 22761, Hamburg, Germany.
Zhou ShenMax Planck Institute for the Structure and Dynamics of Matter, 22761, Hamburg, Germany.ORCID http://orcid.org/0000-0002-1203-9143
Johan BieleckiEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.ORCID http://orcid.org/0000-0002-3012-603X
Juncheng EEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.
Armando D EstilloreCenter for Free Electron Laser Science, Deutsches Elektronen Synchrotron (DESY), 22607, Hamburg, Germany.
Chan KimEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.
Romain LetrunEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.ORCID http://orcid.org/0000-0002-0569-5193
Jannik LübkeCenter for Free Electron Laser Science, Deutsches Elektronen Synchrotron (DESY), 22607, Hamburg, Germany.
Safi Rafie-ZinedineEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.ORCID http://orcid.org/0000-0002-1104-1815
Adam RoundEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.
Ekaterina RoundEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.
Michael RüttenInstitute of Physical Chemistry, Universität Hamburg, Grindelallee 117, 20146, Hamburg, Germany.
Amit K SamantaCenter for Free Electron Laser Science, Deutsches Elektronen Synchrotron (DESY), 22607, Hamburg, Germany.
Abhisakh SarmaEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.
Tokushi SatoEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.ORCID http://orcid.org/0000-0003-3155-3487
Florian SchulzInstitute of Physical Chemistry, Universität Hamburg, Grindelallee 117, 20146, Hamburg, Germany.ORCID http://orcid.org/0000-0003-4440-3680
Carolin SeuringCentre for Structural Systems Biology (CSSB), Notkestraße 85, 22607, Hamburg, Germany.ORCID http://orcid.org/0000-0003-1000-0859
Tamme WollweberMax Planck Institute for the Structure and Dynamics of Matter, 22761, Hamburg, Germany.
Lena WorbsCenter for Free Electron Laser Science, Deutsches Elektronen Synchrotron (DESY), 22607, Hamburg, Germany.
Patrik VagovicEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.
Richard BeanEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.ORCID http://orcid.org/0000-0001-8151-7439
Adrian P MancusoEuropean XFEL, Holzkoppel 4, 22869, Schenefeld, Germany.
Ne-Te Duane LohNational University of Singapore (NUS), Department of Physics/Faculty of Science, 2 Science Drive 3, Singapore, 117542, Singapore.ORCID http://orcid.org/0000-0002-8886-510X
Tobias BeckInstitute of Physical Chemistry, Universität Hamburg, Grindelallee 117, 20146, Hamburg, Germany.ORCID http://orcid.org/0000-0001-7398-3982
Jochen KüpperCenter for Free Electron Laser Science, Deutsches Elektronen Synchrotron (DESY), 22607, Hamburg, Germany.ORCID http://orcid.org/0000-0003-4395-9345
Filipe R N C MaiaLaboratory of Molecular Biophysics, Department of Cell and Molecular Biology, Uppsala University, Uppsala, SE-75124, Sweden.ORCID http://orcid.org/0000-0002-2141-438X
Henry N ChapmanCenter for Free Electron Laser Science, Deutsches Elektronen Synchrotron (DESY), 22607, Hamburg, Germany.ORCID http://orcid.org/0000-0002-4655-1743
Kartik AyyerMax Planck Institute for the Structure and Dynamics of Matter, 22761, Hamburg, Germany. kartik.ayyer@mpsd.mpg.de.ORCID http://orcid.org/0000-0002-6881-564X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-stranded RNA viruses co-assemble their capsid with the genome, and variations in capsid structures can have significant functional relevance. In particular, viruses need to respond to a dehydrating environment to prevent genomic degradation and remain active upon rehydration. Theoretical work has predicted low-energy buckling transitions in icosahedral capsids, which could protect the virus from further dehydration. However, there has been no direct experimental evidence, nor a molecular mechanism, for such behavior. Here, we observe this transition using X-ray single particle imaging of MS2 bacteriophages after aerosolization. Using a combination of machine learning tools, we classify hundreds of thousands of single-particle diffraction patterns to learn the structural landscape of the capsid morphology as a function of time spent in the aerosol phase. We found a previously unreported compact conformation as well as intermediate structures that suggest an incoherent buckling transition that does not preserve icosahedral symmetry. Finally, we propose a mechanism for this buckling, where a single 19-residue loop is destabilized, leading to the large observed morphological change. Our results provide experimental evidence for a mechanism by which viral capsids may protect themselves from dehydration upon aerosolization. In the process, these findings also demonstrate the power of single-particle X-ray imaging and machine learning methods in studying biomolecular structural dynamics.

Identifiers

PMID42337245
PMCPMC13291355

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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.