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Venkataraman S, Savithri HS, Murthy MRN. Recent advances in the structure and assembly of non-enveloped spherical viruses. Virology 2025; 606:110454. [PMID: 40081202 DOI: 10.1016/j.virol.2025.110454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 02/03/2025] [Accepted: 02/12/2025] [Indexed: 03/15/2025]
Abstract
Non-enveloped spherical viruses (NSVs) are characterized by their highly symmetrical capsids that serve to protect and encapsulate the genomes. The stability and functionality of the capsids determine their ability for survival and proliferation in harsh environments. Over four decades of structural studies using X-ray crystallography and NMR have provided static, high-resolution snapshots of several viruses. Recently, advances in cryo-electron microscopy, together with AI-based structure predictions and traditional methods, have aided in elucidating not only the structural details of complex NSVs but also the mechanistic processes underlying their assembly. The knowledge thus generated has been instrumental in critical understanding of the conformational changes and interactions associated with the coat proteins, the genome, and the auxiliary factors that regulate the capsid dynamics. This review seeks to summarize current literature regarding the structure and assembly of the NSVs and discusses how the data has facilitated a deeper understanding of their biology and phylogeny.
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Affiliation(s)
| | | | - M R N Murthy
- Indian Institute of Science, Bengaluru, 560012, India.
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2
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Weissenow K, Rost B. Are protein language models the new universal key? Curr Opin Struct Biol 2025; 91:102997. [PMID: 39921962 DOI: 10.1016/j.sbi.2025.102997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 12/20/2024] [Accepted: 01/16/2025] [Indexed: 02/10/2025]
Abstract
Protein language models (pLMs) capture some aspects of the grammar of the language of life as written in protein sequences. The so-called pLM embeddings implicitly contain this information. Therefore, embeddings can serve as the exclusive input into downstream supervised methods for protein prediction. Over the last 33 years, evolutionary information extracted through simple averaging for specific protein families from multiple sequence alignments (MSAs) has been the most successful universal key to the success of protein prediction. For many applications, MSA-free pLM-based predictions now have become significantly more accurate. The reason for this is often a combination of two aspects. Firstly, embeddings condense the grammar so efficiently that downstream prediction methods succeed with small models, i.e., they need few free parameters in particular in the era of exploding deep neural networks. Secondly, pLM-based methods provide protein-specific solutions. As additional benefit, once the pLM pre-training is complete, pLM-based solutions tend to consume much fewer resources than MSA-based solutions. In fact, we appeal to the community to rather optimize foundation models than to retrain new ones and to evolve incentives for solutions that require fewer resources even at some loss in accuracy. Although pLMs have not, yet, succeeded to entirely replace the body of solutions developed over three decades, they clearly are rapidly advancing as the universal key for protein prediction.
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Affiliation(s)
- Konstantin Weissenow
- TUM (Technical University of Munich), School of Computation, Information and Technology (CIT), Faculty of Informatics, Chair of Bioinformatics & Computational Biology - i12, Boltzmannstr. 3, 85748 Garching/Munich, Germany; TUM Graduate School, Center of Doctoral Studies in Informatics and its Applications (CeDoSIA), Boltzmannstr. 11, 85748 Garching, Germany.
| | - Burkhard Rost
- TUM (Technical University of Munich), School of Computation, Information and Technology (CIT), Faculty of Informatics, Chair of Bioinformatics & Computational Biology - i12, Boltzmannstr. 3, 85748 Garching/Munich, Germany; Institute for Advanced Study (TUM-IAS), Lichtenbergstr. 2a, 85748 Garching/Munich, Germany; TUM School of Life Sciences Weihenstephan (WZW), Alte Akademie 8, Freising, Germany
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Mietzsch M, Bennett A, McKenna R. Structural Capsidomics of Single-Stranded DNA Viruses. Viruses 2025; 17:333. [PMID: 40143263 PMCID: PMC11945456 DOI: 10.3390/v17030333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 02/05/2025] [Accepted: 02/24/2025] [Indexed: 03/28/2025] Open
Abstract
Single-stranded DNA (ssDNA) viruses are a diverse group of pathogens with broad host range, including bacteria, archaea, protists, fungi, plants, invertebrates, and vertebrates. Their small compact genomes have evolved to encode multiple proteins. This review focuses on the structure and functional diversity of the icosahedral capsids across the ssDNA viruses. To date, X-ray crystallography and cryo-electron microscopy structural studies have provided detailed capsid architectures for 8 of the 35 ssDNA virus families, illustrating variations in assembly mechanisms, symmetry, and structural adaptations of the capsid. However, common features include the conserved jelly-roll motif of the capsid protein and strategies for genome packaging, also showing evolutionary convergence. The ever-increasing availability of genomic sequences of ssDNA viruses and predictive protein modeling programs, such as using AlphaFold, allows for the extension of structural insights to the less-characterized families. Therefore, this review is a comparative analysis of the icosahedral ssDNA virus families and how the capsid proteins are arranged with different tessellations to form icosahedral spheres. It summarizes the current knowledge, emphasizing gaps in the structural characterization of the ssDNA capsidome, and it underscores the importance of continued exploration to understand the molecular underpinnings of capsid function and evolution. These insights have implications for virology, molecular biology, and therapeutic applications.
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Affiliation(s)
- Mario Mietzsch
- Department of Biochemistry and Molecular Biology, College of Medicine, Center for Structural Biology, McKnight Brain Institute, University of Florida, Gainesville, FL 32610, USA;
| | - Antonette Bennett
- Department of Biochemistry and Molecular Biology, College of Medicine, Center for Structural Biology, McKnight Brain Institute, University of Florida, Gainesville, FL 32610, USA;
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Gonçalves ZS, de Jesus ON, Cerqueira-Silva CBM, Correa RX. Systemic infection of cowpea aphid-borne mosaic virus in Passiflora spp. occurs at the initial stage regardless of the species' resistance. Arch Virol 2025; 170:43. [PMID: 39881014 DOI: 10.1007/s00705-025-06230-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 12/02/2024] [Indexed: 01/31/2025]
Abstract
Passion fruit woodiness disease (PWD), caused by cowpea aphid-borne mosaic virus (CABMV), severely damages leaves and fruits, compromising passion fruit production. The dynamics of this infection in Passiflora spp. are still poorly understood. The objective of this study was to determine the systemic infection time of CABMV in Passiflora spp. and to quantify the viral titer throughout the infection. Plants of Passiflora edulis Sims. (BGP418, susceptible), P. cincinnata Mast. (BGP243, moderately resistant), P. setacea DC. (BRS Pérola do Cerrado, resistant), and P. suberosa L. (BGP152, resistant) were used. The study was conducted in a climate chamber, and mechanical inoculations were carried out on the first pair of basal leaves of the seedlings. Symptoms were assessed using a scale whose scores were converted into a disease index (DI%), and the viral titer was determined at different time points by real-time quantitative RT-PCR (RT-qPCR). The first symptoms of the virus were observed at seven days after inoculation (Dai) in P. edulis (DI = 5.15%) and at 10 Dai in P. cincinnata (DI = 8.86%). On the other hand, P. setacea and P. suberosa did not show typical symptoms of the disease (DI = 0.00%). Systemic CABMV infection was detected at 30 minutes after inoculation regardless of the level of resistance of the Passiflora species. There was an increase in viral titer with infection time with P. edulis and P. cincinnata, although in the case of P. edulis, the increase in CABMV titer occurred earlier, at 2 Dai, and in P. cincinnata at 8 Dai. In the asymptomatic species (P. setacea and P. suberosa), there was no variation in the viral titer over the time periods evaluated. This pioneering study provides information for the selection of time intervals for future molecular research into the interaction between Passiflora spp. and CABMV.
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Affiliation(s)
| | - Onildo Nunes de Jesus
- Embrapa Mandioca e Fruticultura, Cruz das Almas, Box 007, Ilhéus, BA, CEP 44380-000, Brazil.
- , Embrapa Mandioca e Fruticultura, Rua Embrapa, s/n, Caixa Postal 007, Cruz das Almas, Chapadinha, BA, 44380-000, Brazil.
| | | | - Ronan Xavier Correa
- Universidade Estadual de Santa Cruz, UESC, Ilhéus, BA, CEP 45662-900, Brazil
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Toyooka R, Nishimoto S, Tendo T, Horiyama T, Tachi T, Matsunaga Y. Explicit description of viral capsid subunit shapes by unfolding dihedrons. Commun Biol 2024; 7:1509. [PMID: 39543373 PMCID: PMC11564659 DOI: 10.1038/s42003-024-07218-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Accepted: 11/05/2024] [Indexed: 11/17/2024] Open
Abstract
Viral capsid assembly and the design of capsid-based nanocontainers critically depend on understanding the shapes and interfaces of constituent protein subunits. However, a comprehensive framework for characterizing these features is still lacking. Here, we introduce a novel approach based on spherical tiling theory that explicitly describes the 2D shapes and interfaces of subunits in icosahedral capsids. Our method unfolds spherical dihedrons defined by icosahedral symmetry axes, enabling systematic characterization of all possible subunit geometries. Applying this framework to real T = 1 capsid structures reveals distinct interface groups within this single classification, with variations in interaction patterns around 3-fold and 5-fold symmetry axes. We validate our classification through molecular docking simulations, demonstrating its consistency with physical subunit interactions. This analysis suggests different assembly pathways for capsid nucleation. Our general framework is applicable to other triangular numbers, paving the way for broader studies in structural virology and nanomaterial design.
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Affiliation(s)
- Ryuya Toyooka
- Department of General Systems Studies, The University of Tokyo, Tokyo, Japan
| | - Seri Nishimoto
- Department of General Systems Studies, The University of Tokyo, Tokyo, Japan
| | - Tomoya Tendo
- Department of General Systems Studies, The University of Tokyo, Tokyo, Japan
| | - Takashi Horiyama
- Faculty of Information Science and Technology, Hokkaido University, Sapporo, Japan.
| | - Tomohiro Tachi
- Department of General Systems Studies, The University of Tokyo, Tokyo, Japan.
| | - Yasuhiro Matsunaga
- Graduate School of Science and Engineering, Saitama University, Saitama, Japan.
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Villegas M, Yvon M, Le Blaye S, Mathieu L, Blanc S, Zeddam JL. Replication-independent change in the frequencies of distinct genome segments of a multipartite virus during its transit within aphid vectors. Microbiol Spectr 2024; 12:e0028724. [PMID: 38517168 PMCID: PMC11064520 DOI: 10.1128/spectrum.00287-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 03/01/2024] [Indexed: 03/23/2024] Open
Abstract
Multipartite viruses exhibit a fragmented genome composed of several nucleic acid segments individually packaged in distinct viral particles. The genome of all species of the genus Nanovirus holds eight segments, which accumulate at a very specific and reproducible relative frequency in the host plant tissues. In a given host species, the steady state pattern of the segments' relative frequencies is designated the genome formula and is thought to have an adaptive function through the modulation of gene expression. Nanoviruses are aphid-transmitted circulative non-propagative viruses, meaning that the virus particles are internalized into the midgut cells, transferred to the hemolymph, and then to the saliva, with no replication during this transit. Unexpectedly, a previous study on the faba bean necrotic stunt virus revealed that the genome formula changes after ingestion by aphids. We investigate here the possible mechanism inducing this change by first comparing the relative segment frequencies in different compartments of the aphid. We show that changes occur both in the midgut lumen and in the secreted saliva but not in the gut, salivary gland, or hemolymph. We further establish that the viral particles differentially resist physicochemical variations, in particular pH, ionic strength, and/or type of salt, depending on the encapsidated segment. We thus propose that the replication-independent genome formula changes within aphids are not adaptive, contrary to changes occurring in plants, and most likely reflect a fortuitous differential degradation of virus particles containing distinct segments when passing into extra-cellular media such as gastric fluid or saliva. IMPORTANCE The genome of multipartite viruses is composed of several segments individually packaged into distinct viral particles. Each segment accumulates at a specific frequency that depends on the host plant species and regulates gene expression. Intriguingly, the relative frequencies of the genome segments also change when the octopartite faba bean necrotic stunt virus (FBNSV) is ingested by aphid vectors, despite the present view that this virus travels through the aphid gut and salivary glands without replicating. By monitoring the genomic composition of FBNSV populations during the transit in aphids, we demonstrate here that the changes take place extracellularly in the gut lumen and in the saliva. We further show that physicochemical factors induce differential degradation of viral particles depending on the encapsidated segment. We propose that the replication-independent changes within the insect vector are not adaptive and result from the differential stability of virus particles containing distinct segments according to environmental parameters.
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Affiliation(s)
- Mathilde Villegas
- PHIM, IRD, CIRAD, INRAE, Institut Agro, Université de Montpellier, Montpellier, France
| | - Michel Yvon
- PHIM, IRD, CIRAD, INRAE, Institut Agro, Université de Montpellier, Montpellier, France
| | - Sophie Le Blaye
- PHIM, IRD, CIRAD, INRAE, Institut Agro, Université de Montpellier, Montpellier, France
| | - Laura Mathieu
- PHIM, IRD, CIRAD, INRAE, Institut Agro, Université de Montpellier, Montpellier, France
| | - Stéphane Blanc
- PHIM, IRD, CIRAD, INRAE, Institut Agro, Université de Montpellier, Montpellier, France
| | - Jean-Louis Zeddam
- PHIM, IRD, CIRAD, INRAE, Institut Agro, Université de Montpellier, Montpellier, France
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Yadhav Y, Selvaraj K, Ramasamy S, Venkataraman S. Computational studies on rep and capsid proteins of CRESS DNA viruses. Virusdisease 2024; 35:17-26. [PMID: 38817400 PMCID: PMC11133267 DOI: 10.1007/s13337-024-00858-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 01/29/2024] [Indexed: 06/01/2024] Open
Abstract
The circular rep-encoding single-stranded DNA viruses (CRESS DNA viruses) are among the smallest, with 2-6 kb ssDNA genomes that encode for a coat protein (C) and a replication protein (R). To comprehend the complexity and divergence of the C and R proteins, we have created predictive structural models of representative viruses infecting unique hosts from each family using the neural network-based method AlphaFold2 and carried out molecular dynamic simulations to assess their stability. The structural characteristics indicate that differences in loops and amino-terminus may play a significant role in facilitating adaptations to multiple hosts and vectors. In comparison to the C, the Rs show a high degree of conservation and structural mimicry of the nuclease-helicase domains of plasmids. A phylogenetic analysis based on the structures and sequences of the C and R proteins reveals evolutionary variances. Our study also highlights the conservation of structural components involved in the interaction of R with the conserved intergenic region of the genome. Further, we envisage that the adaptability of R's central linker may be crucial for establishing interactions with multiple protein partners, including C. Supplementary Information The online version contains supplementary material available at 10.1007/s13337-024-00858-x.
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Affiliation(s)
- Yagavi Yadhav
- Department of Biotechnology, Anna University, Guindy, Chennai, 600025 India
| | - Karthiga Selvaraj
- Department of Biotechnology, Anna University, Guindy, Chennai, 600025 India
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Torralba B, Blanc S, Michalakis Y. Reassortments in single-stranded DNA multipartite viruses: Confronting expectations based on molecular constraints with field observations. Virus Evol 2024; 10:veae010. [PMID: 38384786 PMCID: PMC10880892 DOI: 10.1093/ve/veae010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 11/23/2023] [Accepted: 01/30/2024] [Indexed: 02/23/2024] Open
Abstract
Single-stranded DNA multipartite viruses, which mostly consist of members of the genus Begomovirus, family Geminiviridae, and all members of the family Nanoviridae, partly resolve the cost of genomic integrity maintenance through two remarkable capacities. They are able to systemically infect a host even when their genomic segments are not together in the same host cell, and these segments can be separately transmitted by insect vectors from host to host. These capacities potentially allow such viruses to reassort at a much larger spatial scale, since reassortants could arise from parental genotypes that do not co-infect the same cell or even the same host. To assess the limitations affecting reassortment and their implications in genome integrity maintenance, the objective of this review is to identify putative molecular constraints influencing reassorted segments throughout the infection cycle and to confront expectations based on these constraints with empirical observations. Trans-replication of the reassorted segments emerges as the major constraint, while encapsidation, viral movement, and transmission compatibilities appear more permissive. Confronting the available molecular data and the resulting predictions on reassortments to field population surveys reveals notable discrepancies, particularly a surprising rarity of interspecific natural reassortments within the Nanoviridae family. These apparent discrepancies unveil important knowledge gaps in the biology of ssDNA multipartite viruses and call for further investigation on the role of reassortment in their biology.
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Affiliation(s)
- Babil Torralba
- PHIM, Université Montpellier, IRD, CIRAD, INRAE, Institut Agro, Avenue du Campus d’Agropolis - ZAC de Baillarguet, Montpellier 34980, France
| | - Stéphane Blanc
- PHIM, Université Montpellier, IRD, CIRAD, INRAE, Institut Agro, Avenue du Campus d’Agropolis - ZAC de Baillarguet, Montpellier 34980, France
| | - Yannis Michalakis
- MIVEGEC, Université Montpellier, CNRS, IRD, 911, Avenue Agropolis, Montpellier 34394, France
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