Abhishek Mall,Anna Munke,Parichita Mazumder,Zhou Shen,Johan Bielecki,Juncheng E,Armando D Estillore,Chan Kim,Romain Letrun,Jannik Lübke,Safi Rafie-Zinedine,Adam Round,Ekaterina Round,Michael Rütten,Amit K Samanta,Abhisakh Sarma,Tokushi Sato,Florian Schulz,Carolin Seuring,Tamme Wollweber,Lena Worbs,Patrik Vagovic,Richard Bean,Adrian P Mancuso,Ne-Te Duane Loh,Tobias Beck,Jochen Küpper,Filipe R N C Maia,Henry N Chapman,Kartik Ayyer
{"title":"High-throughput in situ single particle X-ray imaging of dehydrating viral capsids.","authors":"Abhishek Mall,Anna Munke,Parichita Mazumder,Zhou Shen,Johan Bielecki,Juncheng E,Armando D Estillore,Chan Kim,Romain Letrun,Jannik Lübke,Safi Rafie-Zinedine,Adam Round,Ekaterina Round,Michael Rütten,Amit K Samanta,Abhisakh Sarma,Tokushi Sato,Florian Schulz,Carolin Seuring,Tamme Wollweber,Lena Worbs,Patrik Vagovic,Richard Bean,Adrian P Mancuso,Ne-Te Duane Loh,Tobias Beck,Jochen Küpper,Filipe R N C Maia,Henry N Chapman,Kartik Ayyer","doi":"10.1038/s41377-026-02262-0","DOIUrl":null,"url":null,"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.","PeriodicalId":18069,"journal":{"name":"Light-Science & Applications","volume":"35 1","pages":""},"PeriodicalIF":24.0000,"publicationDate":"2026-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Light-Science & Applications","FirstCategoryId":"1089","ListUrlMain":"https://doi.org/10.1038/s41377-026-02262-0","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPTICS","Score":null,"Total":0}
引用次数: 0
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.