Frontiers in Virology
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Preprints posted in the last 30 days, ranked by how well they match Frontiers in Virology's content profile, based on 15 papers previously published here. The average preprint has a 0.01% match score for this journal, so anything above that is already an above-average fit.
Juman, M. M.; Doty, J. B.; Morgan, C. N.; Matheny, A.; Caudle, A.; Breslin, M.; Hamilton, N. M.; Gunderson, A.; Newell, K.; Rogers, J.; Balta, V. A.; Zecca, I. B.; Whitehill, F.; Minhaj, F. S.; McDonough, M. M.; Ferguson, A.; Li, Y.; Gigante, C.; Nakazawa, Y.; McLaughlin, J.; Olson, L. E.
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Borealpox virus (BRPV; formerly Alaskapox) is an orthopoxvirus that has caused seven reported human infections in Alaska since 2015, including a fatal case in 2023. The natural reservoir of BRPV is unknown, although previous investigations have raised the possibility of wild small mammals transmitting the virus to humans, either through direct contact or via domestic cats and dogs. To understand which species may be involved in the maintenance and/or spillover of BRPV in Alaska, we trapped and sampled wild small mammals (including voles, shrews, and squirrels) in 2021 and 2024 near reported human case locations in Fairbanks and the Kenai Peninsula, respectively. We found evidence of previous exposure to orthopoxviruses in five species (including the House Mouse, Mus musculus) and detected BRPV DNA as well as viable virus in Northern Red-backed Voles (Clethrionomys rutilus). Further, screening of tissues from historical museum specimens revealed BRPV DNA in C. rutilus specimens collected in Denali National Park and Preserve in 1998 and 1999, 17 years before the first reported human case of BRPV. Phylogenomic analysis of all human and animal BRPV isolates strongly supports the hypothesis of local human infections through multiple spillover events. These findings suggest C. rutilus as a possible reservoir species for BRPV and indicate that BRPV has been present in Alaskan wild small-mammal populations for at least 25 years. Our study highlights the potential of museum collections to elucidate the temporal, spatial, and host ranges of emerging pathogens. Further museum- and field-based sampling will clarify the true geographic range of BRPV, which is closely related to Old World orthopoxviruses and may be circulating beyond North America.
Lebarbenchon, C.; Toty, C.; Voogt, N.; Larose, C.; Jaeger, A.; Sanchez, C.; Bureau, S.; Moukendza-Koundi, L.; Dietrich, M.; Shah, N.; Feare, C.; Gopper, B.; Le Corre, M.; McCoy, K. D.
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Avian influenza virus (AIV) epidemiology is well-documented in temperate regions but remains poorly understood in isolated ecosystems like tropical oceanic islands. On these islands, seabirds nest in dense interspecific colonies where the role of different species as reservoirs and dispersers of AIV may vary greatly. Here, we examine the role of noddies (Anous spp.) as potential reservoirs for low pathogenic AIV and evaluate their potential as sentinel species for highly pathogenic AIV introduction on tropical oceanic islands. We analyzed blood samples from 11 seabird species across eight islands in the southwestern Indian Ocean (2015-2020). Noddies exhibited high, stable seroprevalence (30-45%), comparable to reservoir host species in temperate regions. The detection of two N7-positive noddies, sampled the same year on two distinct islands, provided direct molecular evidence that AIV actively circulates on these island colonies. While most other species showed low exposure, Bridled Terns (Onychoprion anaethetus) had exceptionally high seroprevalence (80%), though their reservoir status requires further investigation due to limited sampling. Given noddies consistent exposure and regional distribution, we recommend prioritizing islands with large noddy populations for AIV surveillance. Continued investigation of viral dynamics within and among islands is now called for to elucidate the ecological drivers of AIV maintenance and transmission.
Goethert, H. K.; O'Callahan, A.; Johnson, R.; Telford, S.
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Deer tick virus (DTV), or lineage II Powassan virus, is an emergent tick-borne encephalitis virus in North America. Survivors frequently sustain neurologic sequelae. Nationally reported cases have been increasing. DTV is thought to be maintained in nature by multiple modes including horizontal transmission (from viremic host to tick), cofeeding transmission (between ticks feeding nearby) and by transovarial transmission (female to progeny). Analysis of the relative importance of each mode has been hindered by low enzootic transmission. In 2021, Marthas Vineyard, Massachusetts experienced an epizootic that allowed us to probe the modes of transmission on the island. We detected virus in 7.8% of questing deer tick nymphs (161 of 2063) and in 0.3% of lone star nymphs (2 of 678). Infected ticks had a highly focal distribution; 56% of infected ticks derived from only 4 of 71 collection sites. Tick mitochondrial genome sequencing demonstrated that infected ticks were not more likely to be siblings than negative ticks and, therefore, were unlikely to have inherited the infection. Whole viral genome sequencing revealed the presence of 3 genotypes, 58% were type1, 0.6% type2, and 13.7% type3. Tick host bloodmeal identification analyses determined that nymphs infected with type1 were significantly associated with having fed on shrews (50 of 94 type1 ticks, odds ratio=2.3, p<0.001). This is consistent with shrews serving as a reservoir. Ticks infected with type3, however, had no host associations, consistent with infection acquired by cofeeding. It may be that local DTV genetic variation is shaped by transmission modes or host associations. ImportanceDeer tick virus (DTV; Powassan lineage II) is a tick-borne encephalitis virus that causes a rare zoonosis in North America. Cases have been increasingly reported within the last decade. Is the recent risk trend due to increased transmission? How this virus is perpetuated in nature is not well understood. We took advantage of a natural epizootic on Marthas Vineyard to probe how the ticks there had become infected. Using a combination of viral whole genome sequencing and bloodmeal remnant identification in ticks, we find that the mode of transmission varied by viral genotype. One genotype is associated with ticks that had fed on shrews, and another did not depend on a specific reservoir host. Host associations may drive genetic diversity of deer tick virus and thus local host population dynamics may influence zoonotic risk.
Bastard, J.; Migne, C.; Helle, T.; Agneray, E.; Bigeard, C.; Boudjadi, Y.; Chevrier, M.; Dumarest, M.; Gondard, M.; Martin-Latil, S.; Mathews-Martin, L.; Petit, T.; Charpentier, T.; Pouillevet, H.; Durand, B.; Metras, R.; Gonzalez, G.
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Zoos may serve as sentinel sites for zoonotic vector-borne diseases. West Nile virus (WNV) and Usutu virus (USUV) are closely related orthoflaviviruses transmitted between Culex mosquitoes and a bird reservoir. Both viruses can also infect mammals, including humans, where they may cause symptoms and, more rarely, hospitalization and death. However, serological cross-reactivity between WNV and USUV complicates their differential diagnosis. Here, we aimed to reconstruct the dynamics of emergence of WNV in a zoo located in a newly affected area in Europe, using ELISA and Virus Neutralization Test (VNT) serological analysis of 1707 animal sera collected between 2015 and 2024. Combining this data in a model accounting for cross-reactivity with USUV, we estimated yearly forces of infection (FOI) by both viruses, and thus found that WNV likely circulated in the area one year prior to the first cases reported to the passive surveillance system. Our results also showed that, in the zoo, mammals and reptiles had a lower risk of infection than birds (relative risk of 0.14 [0.05; 0.28]), and that the exposure of birds to water (aquatic lifestyle or proximity to stagnant water) affected the risk. Finally, we estimated diagnosis parameters, including the sensitivity of the VNT (80.4% [76.5%; 84.3%]), the expected VNT titer value, and the level of serological cross-reactivity between viruses during the VNT. To conclude, our modelling framework allowed to disentangle the co-circulation of two closely related viruses, a crucial point in ensuring the reliable sentinel surveillance of these vector-borne zoonotic pathogens.
Araujo, E. L. L.; Sena, L. O. C.; Abrantes, J. J. P. A.; Costa, M. A.; Santos, C. A. d.; Cardoso, F. D. P.; Rocha, J. F. d.; Fernandes, B. M. M.; Silva, M. G. S.; Junior, E. D. d. S.; Almeida, W. A. P. d.; Nascimento, J. P. M. d.; Araujo, M. A. d.; Ferreira, H. L. d. S.; Neto, L. G. L.; Salvador, A.; Costa, G. d. S.; Zeferino, J. M.; Mattos, C. B.; Silva, C. C. d.; Filho, E. B. d. S.; Lugtenburg, C. A. B.; Neto, D. F. d. L.
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The 2024 dengue epidemic in Brazil-the largest arboviral emergency in the country's history-exposed critical gaps in the reliability of molecular diagnostics across its national public health laboratory network. Quality control (QC) of RT-qPCR assays performed by geographically dispersed Central Public Health Laboratories (LACENs) is essential to ensure the accuracy of epidemiological surveillance and clinical management. We conducted a multicenter QC evaluation of 3,192 complete RT-qPCR runs (19,152 datapoints) for dengue virus serotypes 1-4 (DENV1-4), Zika virus (ZIKV), and Chikungunya virus (CHIKV) across 15 LACENs over one epidemic year. An automated R-based bioinformatic pipeline applied hierarchical clustering (AGNES and DIANA), principal component analysis (PCA), linear and quadratic discriminant analysis (LDA/QDA), Shewhart and XmR control charts, process capability analysis, ANOVA, Baker's gamma permutation testing, and PVClust bootstrap clustering to positive-control cycle threshold (CT) value datasets. Median CT values for DENV4 positive controls ranged from 26.3 to 30.5 across laboratories, representing an approximately 16-fold difference in measured RNA quantity. PCA explained 54.1%-100% of total variance on PC1 across viral targets. Baker's gamma permutation tests confirmed significant concordance between AGNES and DIANA hierarchies across all six viral targets. LDA achieved 37.7% and QDA 49.1% cross-validated accuracy in laboratory-of-origin classification. PVClust bootstrap clustering identified DENV2+DENV4 (approximately unbiased probability, AU = 90) as the most analytically coherent serotype pair. ANOVA confirmed significant operator effects on ZIKV CT values (F = 8.799, df = 23), with regression coefficients for specific operators reaching beta; = +4.01 cycles-equivalent to an approximately 16-fold inferred difference in RNA quantity. Extreme outlier CT values signaled data integrity failures requiring immediate corrective action. The integrated multivariate QC framework substantially outperformed univariate Westgard-rule monitoring. Operator-specific CT deviations of up to four cycles carry direct consequences for clinical classification of borderline specimens. The automated R-based pipeline is operationally feasible in low-resource public health networks and provides a replicable model for arboviral diagnostic QC governance during epidemic emergencies.
Opitz, P.; Kuechler, J.; Holdt, K. M.; Hofmann, E.; Ruediger, D.; Kupke, S. Y.; Reichl, U.
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Defective interfering particles (DIPs) derived from the influenza A virus (IAV) are a promising antiviral agent due to their strong antiviral efficacy demonstrated in various animal models. OP7 is an unconventional IAV DIP with multiple point mutations in the viral RNA (vRNA) of genome segment 7, as opposed to the large internal genomic deletions typically found in conventional IAV DIPs. Further, OP7 showed an even higher interfering efficacy than conventional DIPs. However, the inhibitory effect of OP7 on standard virus (STV) replication has primarily been investigated in Madin-Darby Canine Kidney (MDCK) cells, which lack a functional myxovirus resistance (Mx)-mediated antiviral activity against IAV. In this study, we examined the antiviral activity and mechanism of antiviral action of OP7 in an interferon (IFN)-competent human lung carcinoma cell line (Calu-3) in vitro. We performed STV and OP7 co-infection experiments using a variety of infection conditions and measured the time-resolved dynamics in viral titer, vRNA, protein level, and host cell gene expression. We observed that OP7 co-infection results in enhanced type I IFN responses and markedly reduced infectious virus release, even at low doses. Additionally, we found that at a high STV multiplicity of infection (MOI), the replication interference of OP7, suppressing the replication of STV vRNA, appears to be the dominant mechanism of its antiviral action. At a low MOI, however, IFN induction seems to be more important. Furthermore, we examined the efficacious co-infection time window for potential prophylactic and therapeutic antiviral treatment. We observed an antiviral effect exerted by OP7 infection for up to seven days before STV infection and up to 24 hours after STV infection. Together, these findings demonstrate that OP7 is a potent antiviral DIP. Therefore, this work supports the further development of OP7 as a therapeutic and prophylactic antiviral agent.
Rakib, T. M.; Mashimo, R.; Akter, L.; Shimoda, H.; Kuroda, Y.; Matsugo, H.; Matsumoto, Y.
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Thogotoviruses are a group of tick-borne, six-segmented, negative-sense single-stranded RNA viruses. These viruses encode an RNA-dependent RNA polymerase that recognizes promoter sequences located at the genomic termini to initiate RNA synthesis. The 5' and 3' ends of the genome bind to the polymerase and function as a promoter. Outside the catalytic center, they base-pair with each other to form a double-stranded RNA structure. This structure is referred to as the distal duplex and plays an important role in RNA synthesis. In this study, we investigated how the RNA sequence of the distal duplex influences polymerase activity using minigenome systems of two thogotoviruses, Oz virus (OZV) and Dhori virus (DHOV). Each virus exhibits distinct activities among its six segments. In OZV, one determinant of these differences is the base pair at positions 5'12 and 3'11 within the distal duplex, where promoter activity varies depending on whether the base pair is G:C or A:U. In contrast, the DHOV polymerase is not affected by this difference. These results indicate that, even within the genus Thogotovirus, viruses differ in whether they possess a mechanism that modulates promoter activity based on subtle sequence differences within the distal duplex. Furthermore, phylogenetic analysis and comparison of promoter sequences suggest that thogotoviruses can be divided into groups that do or do not regulate intersegment promoter activity via the base pair at positions 5'12 and 3'11. HighlightsO_LIMinigenome systems of Oz virus and Dhori virus reveal segment-specific differences in promoter activity C_LIO_LIThe distal duplex sequence modulates RNA synthesis in a virus-dependent manner C_LIO_LIThe base pair at positions 5'12/3'11 determines promoter activity in Oz virus but not in Dhori virus C_LIO_LIThogotoviruses can be divided into groups that do or do not regulate promoter activity via distal duplex sequence variation at positions 5'12/3'11 C_LI
Wearing, K. E.; Veitch, J. S. M.; Mistrick, J.; Harp, D. F.; Haile, B. B.; Fragel, C. G.; Sironen, T.; Craft, M. E.; Cressler, C. E.; Hall, R. J.; Budischak, S. A.; Forbes, K. M.
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Due to long co-evolutionary histories, many zoonotic pathogens are thought to exert little or no negative effects on their wildlife reservoir hosts. However, there remains a lack of rigorous investigations in natural settings. We conducted a 3-year factorial field experiment to investigate how survival of the Puumala hantavirus (PUUV) reservoir, the bank vole, is impacted by PUUV infection, nematode infections, and food availability. We hypothesized that PUUV would not impact survival, but that coinfection with nematodes would negatively impact survival, and that increased food availability would mitigate the negative effects of coinfection. Surprisingly, we demonstrated that PUUV infected voles had substantially reduced survival when compared to uninfected voles, and this strong negative effect manifested in young voles. Nematode removal increased survival of young voles and food supplementation interacted with movement rather than survival. Our results provide empirical evidence in a natural system for infection reducing survival of its reservoir host.
Paulos, A. P.; Zulli, A.; Duong, D.; Shelden, B.; White, B. J.; North, D.; Boehm, A. B.; Wolfe, M. K.
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Respiratory infections caused by bacterial pathogens like Mycobacterium tuberculosis and Bordetella pertussis have increased since the COVID 19 pandemic, yet clinical surveillance of both suffers from underreporting and delayed diagnoses. Wastewater monitoring is a valuable public health surveillance tool that can help fill gaps in clinical data yet has rarely been applied to respiratory bacterial pathogens despite evidence of bacterial shedding via excretion types that enter wastewater. In this study, we investigated the possibility for wastewater monitoring of two bacterial respiratory diseases, tuberculosis and pertussis, using two case studies of wastewater monitoring for M. tuberculosis and B. pertussis. We retrospectively measured concentrations of these pathogens in wastewater samples collected longitudinally from communities with and without known outbreaks of these diseases. We designed and validated a novel B. pertussis specific assay for the NAD(P) gene; B. pertussis nucleic acids were detected sporadically in wastewater during an identified outbreak. We used a highly specific, established assay for M. tuberculosis nucleic acids, and found low concentrations of the marker in wastewater that were lag-correlated with clinical incidence rates 5 weeks later. Findings support the potential of wastewater monitoring for M. tuberculosis and B. pertussis to enable identification of communities with outbreaks of tuberculosis and pertussis and provide early warning for tuberculosis.
Michalek, K.; Bhattacharjee, S.; Movasati, A.; Clerc, V.; Andres, J.; Hotz, A.; Metzner, K. J.
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Latent HIV-1 proviruses remain the major barrier to curing HIV infection. Although many of these proviruses are defective, with large internal deletions and hypermutations, the mechanisms underlying their formation are still poorly understood. In this study, we applied CRISPR/Cas9 knockout screens to identify DNA damage response (DDR) proteins that contribute to the formation of defective HIV-1 proviruses carrying large internal deletions. Using an HIV-1-based dual-fluorophore vector as a model, we distinguished cells harbouring intact proviruses from those carrying large internal deletions by flow cytometry and cell sorting. We then validated top candidates using CRISPR-mediated gene activation and small interfering RNA-mediated knockdown, and we measured gene and protein expression by quantitative PCR and Western blotting. Across these approaches, the helicase-like transcription factor HLTF emerged as a consistent modulator of large internal deletions: increased HLTF expression raised the proportion of cells carrying defective proviruses, whereas reduced HLTF expression had the opposite effect. Additional repair factors, including RAD1, RAD18, TREX2, and ZRANB3, also influenced the balance between intact and defective proviruses, suggesting that multiple DNA repair pathways cooperate in this process. Deep sequencing of reporter proviruses confirmed the presence of large internal deletions in the populations identified as defective. Our data indicate that several DNA damage response proteins, including HLTF, are involved in the generation of defective proviruses and may constitute a previously undescribed host defense mechanism against HIV-1. Authors SummaryWhen HIV-1 infects a cell, it copies its genetic material (RNA) into DNA and inserts this DNA into the cells genome, giving rise to proviruses that can persist for long periods and become part of the host DNA. Many of these viral DNA copies are defective, often missing large parts of their genome, but we still do not fully understand how these large deletions arise. In this study, we used a genetic screening approach to switch off many human DNA repair genes and asked how this affected the balance between intact and defective HIV proviral DNA. We used an HIV-1-based dual-colour reporter vector allowing us to distinguish intact from deleted viral DNA by simple fluorescence read-outs. We found that several human DNA repair factors, in particular a protein called HLTF, change how often large deletions appear. Our results suggest that normal DNA repair processes in infected cells can sometimes turn incoming HIV-1 DNA into defective forms that cannot support productive infection. This work points to host DNA repair as a contributor to the large pool of defective HIV-1 DNA seen in people with HIV (PWH) and raises the possibility that these pathways could one day be harnessed to make infections less harmful.
Hegazy, N.; Peng, K. K.; de Haan-Ward, J.; Renouf, E.; Mercier, E.; Wan, S.; Hu, X. J.; Dean, C.; Servos, M.; Edwards, E.; Ybazeta, G.; Habash, M.; Goodridge, L.; Brown, R. S.; Payne, S. J.; Kirkwood, A.; Kyle, C.; McKay, R. M.; Gilbride, K.; DeGroot, C.; Delatolla, R.
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Wastewater and environmental monitoring (WEM) was a critical public health surveillance tool for SARS-CoV-2 surveillance during the COVID-19 Pandemic. However, substantial methodological heterogeneity across laboratories continues to challenge the interpretation and thus compromise the actionability of resulting WEM measurements. This study quantifies interlaboratory concordance in SARS-CoV-2 WEM measurements using influent wastewater samples collected between September 2021 and January 2024 at a single wastewater treatment facility within the Ontario Wastewater Surveillance Initiative, analyzed independently by 12 laboratories using their routine methods. In the absence of a known true viral concentration, interlaboratory WEM measurements were evaluated against a facility-specific longitudinal benchmark derived from routine surveillance at the source facility and correlated to clinical surveillance metrics. Concordance was assessed across four WEM measurement units commonly used in practice: SARS-CoV-2 copies/mL, SARS-CoV-2 copies/copies of PMMoV, and their standardized counterpart wastewater viral activity level (WVAL) units of WVAL-standardized SARS-CoV-2 copies/mL and WVAL-standardized SARS-CoV-2 copies/copies of PMMoV. Measurements in each unit were analyzed using complementary analytical frameworks, including categorical concordance metrics, principal component analysis, and linear mixed-effects modelling. Across the study period, interlaboratory measurements consistently captured benchmark temporal dynamics, including major peaks and periods of low activity, but showed substantial variation in magnitude and public-health interpretation across laboratory methods. Concordance was strongest during epidemiological extremes and deteriorated during transitional periods, increasing the risk of misclassification with potentially implications for public health decision-making. To explore potential laboratory methodological drivers of agreement, associations between the benchmark concordance and the laboratory-specific concentration, extraction, and RT-qPCR analytical steps were assessed using Fishers exact tests, alongside extracted-mass threshold analyses. No single methodological factor showed a statistically significant association with benchmark concordance in this study; however, several parameters, including RNA template volume, total RT-qPCR reaction volume, and extracted mass of analyzed settled solids, may warrant further investigation in future studies.
Frederick, C.; Merritt, S.; Halbrook, M.; Mukadi, P.; Anta, Y.; Kompany-Kisenzele, J. P.; Tambu, M.; Makangara-Cigolo, J.-C.; Hasivirwe Vakaniaki, E.; Kenye, M.; Lunyanga, L.; Kacita, C.; Kalonji, T.; Kinanga, C.; Linsuke, S.; Hensley, L. E.; Bogoch, I. I.; Shaw, S. Y.; Hoff, N. A.; Mbala-Kingebeni, P.; Rimoin, A. W.; Kindrachuk, J.
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Mpox virus (MPXV) gained increased attention following the declaration of two Public Health Emergencies of International Concern (PHEICs) in 2022 and 2024. The rapid spread of MPXV and the increase in human-to-human transmission highlighted the need for improved diagnostic tools for characterizing infection patterns and transmission dynamics. While PCR is effective for detecting active infections, serological approaches can help identify previous or asymptomatic infections and support retrospective surveillance. However, many serological assays developed during recent outbreaks have not been evaluated in endemic settings such as the Democratic Republic of the Congo (DRC). This study aims to define antigen-specific serological cutoff values to differentiate MPXV-seroreactive individuals from those with other orthopoxvirus (OPXV) exposure or different vaccination histories, specifically for use in the DRC. Here, we analyzed 134 individuals, divided into six distinct cohorts with different exposures. Serum samples were tested using Mesoscale Discovery (MSD) to screen for five MPXV and vaccinia virus (VACV) orthologous antigens: A29L/A27L, A35R/A33R, B6R/B5R, E8L/D8L, and M1R/L1R. Receiver operating characteristic (ROC) analysis identified the best-performing antigens and established seroreactivity cutoff values. A binary composite rule was also evaluated to improve the classification of these results. We identified three MPXV antigens, E8L (cut-off=12.33 AU/mL), A35R (cut-off=5.22 AU/mL), and B6R (cut-off=9.77 AU/mL), that showed the strongest discriminatory performance in the dataset. Collectively, these three antigens form a significant panel that demonstrated clear separation between our mpox survivor cohort and other OPXV-exposed individuals.
Caregnato, A.; Hohmann, U.; Hothorn, M.
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Plant-specific membrane receptor kinases with structurally diverse extracellular domains regulate key processes in plant growth, development, immunity and symbiosis. Structural studies of these glycoproteins are often hampered by the limited quantities in which they can be obtained. Here, we describe the LRR crystallization screen, which has enabled the successful crystallization and structure determination of multiple receptor kinase ectodomains, including ligand-and co-receptor-bound complexes. As an example, we report the 1.5 [A] resolution crystal structure of the leucine-rich repeat (LRR) domain of STRUBBELIG-RECEPTOR FAMILY 6 (SRF6) from Arabidopsis thaliana. The SRF6 ectodomain contains seven LRRs and a disulfide-bond-stabilised N-terminal capping domain but lacks the canonical C-terminal cap and the N-glycosylation pattern typically observed in other family members. Previously reported protein-protein interactions between the SRF6 and SRF7 ectodomains and the receptor kinases BRI1, BRL1, BRL3, SERK3 and BIR1-3 could not be confirmed by quantitative isothermal titration calorimetry and grating-coupled interferometry assays, suggesting that these structurally conserved LRR receptor kinases may have signalling functions outside the brassinosteroid pathway. SynopsisA crystallisation screen that has enabled the structural analysis of various extracellular domains of plant membrane receptor kinases is described together.
de Kanter, J. K.; Smorodina, E.; Minnegalieva, A.; Arts, M.; Blaabjerg, L. M.; Frolenkova, M.; Rawat, P.; Wolfram, L.; Britze, H.; Wilke, Y.; Weissenborn, L.; Lindenburg, L.; Engelhart, E.; McGowan, K. L.; Emerson, R.; Lopez, R.; van Bemmel, J. G.; Demharter, S.; Spreafico, R.; Greiff, V.
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Accurately modeling antibody-antigen interactions requires distinguishing intrinsic binding affinity ("protein-interaction") from protein biophysical properties ("protein-quality"), including folding, stability, and expression. However, high-throughput mutational measurements commonly used to train and benchmark computational models often conflate these effects, obscuring the true determinants of molecular recognition. Here, we present an experimental and analytical framework to disentangle protein-interaction effects from protein-quality effects in single-domain antibody (VHH)-antigen binding. Using a large-scale deep mutational scanning (DMS) dataset spanning four VHH-antigen complexes, with single and double mutations in both partners, we introduce control binders to quantify protein-quality changes independently of protein-interaction. This enables decomposition of experimentally measured affinity into protein-interaction and protein-quality components at scale. Leveraging the disentangled dataset, we evaluated state-of-the-art structure- and sequence-based models for protein-quality and protein-interaction prediction and show that their performance largely reflects protein-quality rather than protein-interaction effects. Our results highlight a major confounder in current datasets and suggest that accounting for protein-quality will be essential for training next-generation affinity-prediction models. Nomenclature Antibody related termsO_LIPrimary VHH: The VHH of a VHH-antigen complex for which the paratope and the epitope weremutated. C_LIO_LIControl VHH: A second VHH that binds to the same antigen as the primary VHH but has non-overlapping epitope positions and therefore does not bind to any of the mutated antigen positions. C_LI Affinity-related termsO_LIReal Affinity: "The strength of the interaction between two [...] molecules that bind reversibly (interact)" 1. In the context of antibody-antigen binding, it quantifies interactions between active proteins (which are expressed and correctly folded 2 and are therefore functionally and biologically active (see below). It is commonly quantified by the equilibrium dissociation constant, KD. C_LIO_LIObserved affinity ({degrees}KD): The interaction strength experimentally measured between two molecules. Unlike real affinity, this value is confounded by the biophysical properties of the individual binding partners, specifically their folding, stability, and expression levels. Consequently, the observed affinity often differs from the real/intrinsic affinity if a significant fraction of the protein population is inactive 3. NOTE: Unless otherwise specified, {degrees}KD is reported in - log10 space. For example, a {degrees}KD of -9 corresponds to 10-9M or 1nM. C_LIO_LIChange in observed affinity ({Delta}{degrees}KD): The shift in the observed affinity between two proteins upon mutation, reported as the log10-transformed fold change. A value of 1 reflects a 10-fold difference, a value of 2 a 100-fold difference, etc. This aggregate change resolves into two distinct biophysical components 2, 4: O_LIProtein-interaction change: The change in the intrinsic thermodynamic affinity between the two binding partners, each in its active state (i.e., the specific change in interface Gibbs free energy because both enthalpy and entropy are considered). C_LIO_LIProtein-quality change: The change in the fraction of the mutated protein population that is biologically active - meaning it is expressed, correctly folded, and stable 2, 5. O_LIFolding: The process that guides the polypeptide chain toward its native conformation, which is a prerequisite for forming a functional binding site. C_LIO_LIStability: The thermodynamic capacity to maintain the folded structure over time and under physiological conditions. Stability (decrease in Gibbs free energy from the unfolded to the folded state) ensures the binding interface remains intact and prevents competing processes such as aggregation 6. C_LIO_LIExpression: The steady-state abundance of the protein. This is largely dependent on proper folding and stability, as cellular quality control mechanisms degrade proteins that fail to fold or remain stable at functional concentrations. C_LI C_LI C_LIO_LIChange in relative affinity ({Delta}{Delta}{degrees}KD): the difference between the {Delta}{degrees}KD of the primary VHH compared to the control VHH for a given epitope mutation. C_LI Model-related termsO_LIESM-IF1 sc: Single-chain (sc) structure-conditioned inverse folding model (ESM-IF1), using the isolated monomer structure of the mutated protein: either the VHH or the antigen 7. C_LIO_LIESM-IF1 mc: Multi-chain (mc) structure-conditioned model (ESM-IF1), using the full complex structure (both antibody and antigen) 7. C_LIO_LIStability prediction score: Score that represents the predicted change in stability based on a single mutation, normally represented as {Delta}{Delta}G. C_LI
Thakur, K.; Jain, R.; CHAKMA, H.; Panda, S.; Sudhir, A.; Mukherjee, A.
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Rapid urbanisation has profoundly shaped microbial diversity across different ecosystems. Freshwater microbiomes are particularly affected by urbanisation activities, such as eutrophication, pollution, runoff, and sewage. This is of significant concern as marginalised communities often depend on waterbodies for their livelihood. Freshwater bodies play a crucial role in maintaining both human and ecological health at population level. Currently, we lack a systematic understanding of the global impacts of urbanisation on freshwater microbiomes in relation to human health, ecosystem functioning, and sustainability. We identified 90 eligible papers from the last 25 years after screening based on the inclusion exclusion criteria. We extracted data that examined changes in the functional traits such as antimicrobial resistance (AMR), nutrient cycling of the microbiome in urban waterbodies and several other factors. Data were extracted by a thematic analysis followed by a narrative synthesis on specific functional traits. This systematic review presents a comprehensive analysis on the changes and challenges brought about by urbanisation on freshwater bodies. Our results indicate that urbanisation leads to reduced bacterial diversity of urban waterbodies, with a striking increase in reporting of Proteobacteria, Cyanobacteria and Coliform bacteria. These insights will help inform public health strategies and sustainable urban planning. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=131 SRC="FIGDIR/small/715732v1_ufig1.gif" ALT="Figure 1"> View larger version (44K): org.highwire.dtl.DTLVardef@18db38dorg.highwire.dtl.DTLVardef@70a79org.highwire.dtl.DTLVardef@40aaaborg.highwire.dtl.DTLVardef@184ecca_HPS_FORMAT_FIGEXP M_FIG C_FIG Waterbodies in urban areas function as convergence platforms for anthropogenic and environmental microbiomes. Runoffs, wastewater and effluents contain antimicrobial resistance genes and other pathogens that survive in water due to inadequate treatment. Disposal, use, and overflow of wastewater cause restructuration of microbial communities, proliferation of opportunistic microorganisms, and spread of antimicrobial resistance in aquatic ecosystems.
Ross, N. D.; Doore, S. M.
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It has been known for decades that bacteriophages encode tRNA genes, but their function and the factors contributing to their acquisition and retention are unclear. Although tRNAs are found in a variety of phages infecting a variety of bacteria, many large-scale computational studies investigating tRNA acquisition and retention in phages are specific to Mycobacterium phages; however, these findings may not be representative of other phages or bacteria. This work uses a broader sampling of phages and hosts to investigate the relationships between codon usage bias, infection cycle, and tRNA gene numbers in phage genomes. We analyzed 154 phages infecting 7 host genera, including Gram-negative (Escherichia, Shigella, Salmonella) and Gram-positive (Bacillus, Lactobacillus, Staphylococcus, Mycobacterium) bacteria. Phages included temperate and virulent representatives, plus a range of tRNA numbers and morphologies. All phages and hosts were analyzed using four metrics: GC content, Effective Number of Codons, Relative Synonymous Codon Usage, and tRNA Adaptation Index. On a global scale, virulent phages with many tRNA genes show greater differences in codon usage and codon adaptation compared to their respective hosts. Gram-negative bacteria and their phages generally exhibit greater differences in codon usage compared to Gram-positive bacteria and their phages. Phages infecting Gram-negative hosts also tend to encode more tRNA genes. In nearly all genus-level comparisons, Mycobacterium phages were different from any other host and from global patterns. This suggests previous computational studies performed in Mycobacterium phages are likely not applicable on a global scale or to phages infecting other host genera. AUTHOR SUMMARYBacteriophages, or phages, are viruses infecting bacteria. They are abundant in all environments, yet how they interact with their bacterial hosts is still not well-understood. Like other viruses, phages must rely on the host translational components to replicate and form new phage particles; and similarly to other parasites, phages have genomes that differ significantly from their hosts in terms of composition. In this work, we explore the relationship between phage lifestyle, number of tRNA genes encoded, and genome differences from the host using a variety of phages and their associated hosts. Phages can be either virulent (do not integrate into the host genome) or temperate (capable of integrating into the host genome), with differences from the host genome more pronounced in virulent phages. There are many phages that also carry tRNA genes, and having higher numbers of tRNAs is associated with larger differences from the host genome. The findings here indicate that virulent phages carrying large numbers of tRNAs diverge the most from host genome composition.
Thibaudeau, S.; Grot, A.; Wu-Chuang, A.; Unterfinger, Y.; Legros, V.; Ligner, M.; Nermont, A.; Bell-Sakyi, L.; Attoui, H.; Barr, J. N.; Hewson, R.; Chevreux, G.; Sourisseau, M.; Richardson, J.; Lacour, S. A.
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Climate change and ecosystem collapse promote geographic expansion of vector-borne diseases, as witnessed by the recent incursions into Spain of the virus responsible for Crimean-Congo hemorrhagic fever (CCHFV). CCHFV is maintained in a tick-vertebrate cycle, principally involving ticks of the genus Hyalomma. Faced with the spread of Hyalomma ticks, and therefore the threat of a natural introduction of CCHFV into Western Europe, appropriate surveillance tools and control measures need to be implemented. It is both within and by the tick that CCHFV is maintained and spread in the environment. Despite prolonged portage of the virus, the tick is not overtly affected by CHFV infection. One of the prerequisites in conceiving control strategies is to understand the molecular mechanisms that intimately link the virus to its arthropod host. Despite the central role of the tick in the biology of CCHFV, these mechanisms are ill-defined, owing in part to the constraints associated with handling CCHFV-infected ticks in biosafety level 4 containment. In this study, we established the network of interactions between the S segment of the RNA genome Hazara virus (HAZV), a BSL-2 model of CCHFV, and Hyalomma proteins using ChIRP-MS technique. We identified 166 tick proteins, 21 of which have been described as RNA-binding proteins. Gene ontology and pathway enrichment analyses revealed that the S segment RNA interacts predominantly with mitochondrial proteins that belong to various mitochondrial metabolic pathways.
Buchanan, F. J. T.; Loi, M.; Chim, C.; Zhou, S.; Penrice-Randal, R.; Neves, L. X.; Erdmann, M.; Emmott, E.
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The caliciviruses include important human and animal pathogens such as norovirus, sapovirus and feline calicivirus. Viral reverse genetics is performed to understand the fundamental biology of these viruses, as well as a potential route to generate live-attenuated vaccines. Calicivirus reverse genetics systems have typically relied on either on the production of in vitro-transcribed RNA or plasmid-based rescue either from a mammalian promoter, or through supplementing with helper enzymes through means of a helper virus. Here, we present a novel system integrating vaccinia capping enzymes D1R and D12L encoded on plasmids as part of a system for Murine Norovirus (MNV) reverse genetics. Addition of D1R, D12L and T7 RNA polymerase-expressing plasmids increases the viral titres of rescued MNV in both BSR-T7 cells and transgenic BSR-T7CD300LF cells, and viral polyprotein abundance. When the murine norovirus receptor is expressed in BSR-T7CD300LFcells, viral titres increased 100-1000-fold compared over standard BSR-T7 cells. This system offers a robust, high-throughput means of assessing viral mutants.
Bruant, H.; Jeannin, P.; Geolier, V.; Mouly, V.; Perthame, E.; Mahtal, N.; Pascard, J.; Piumi, F.; Rousset, D.; CECCALDI, P.-E.; Coulpier, M.; Choumet, V.
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BackgroundOropouche virus is an emerging arbovirus increasingly associated with neurological complications, but its human cellular tropism and potential routes to the central nervous system remain poorly defined. This study aimed to characterize infection across clinically relevant human cell types and to investigate interactions with a human blood-brain barrier model and human neuronal/glial cells. MethodsA panel of human cell lines and primary human cells relevant to systemic and neurological disease was infected with Oropouche virus. Viral replication and production of infectious particles were quantified using molecular assays and infectivity titrations, and viral protein expression was assessed by immunoblotting and immunofluorescence. Barrier crossing was evaluated using a Transwell brain endothelial model with permeability monitoring, and infection dynamics in neuronal/glial cultures derived from human neural progenitors were quantified by imaging-based analyses. Group comparisons used non-parametric tests with Dunn-Bonferroni correction and Mann-Whitney tests; neuronal/glial cell counts were analysed using linear models with Fisher tests for interaction terms and multiplicity-adjusted post hoc comparisons. ResultsOropouche virus productively infected hepatocyte-like and intestinal epithelial cells, with high viral RNA output and release of infectious progeny. Primary synoviocytes, chondrocytes and skeletal muscle cells were permissive but produced lower infectious titers. Brain endothelial cells were inoculated and virus was progressively detected in the basolateral compartment, while endothelial permeability remained unchanged, indicating barrier crossing without disruption. In neuronal/glial cultures, both neurons and astrocytes were susceptible; infection was associated with marked cytopathic changes and a preferential, accelerated decline in neuron abundance over time. ConclusionsThese findings demonstrate broad human cell tropism and support blood-brain barrier crossing without major loss of barrier integrity, alongside pronounced neuronal vulnerability. The described models provide a platform to dissect mechanisms of neuroinvasion and to evaluate targeted antiviral strategies.
Yang, S.; Nebioglu, F.; Pham, M. T.; Lin, Y.-C.; Pichlmair, A.; Nkongolo, S.; Scaturro, P.; Urban, S.; Seitz, S.; Bartenschlager, R.
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Background & AimsAntiviral therapies targeting hepatitis B virus (HBV) suppress viral replication, but rarely achieve functional cure. Understanding HBV-host cell interaction is crucial for developing novel therapeutic approaches. Here, we report host cell proteins associated with HBV virions and filamentous subviral particles (fSVPs) and characterize one of them, apolipoprotein C1 (ApoC1), mechanistically. MethodsHighly purified HBV virions and fSVPs were obtained by sequential use of several biophysical methods. Particles were analyzed by mass spectrometry and associated proteins were evaluated phenotypically using an HBV infection model. The top hit, ApoC1 was characterized in detail. ResultsAssociated with virions and fSVPs, we identified in addition to known chaperones such as HSP90AB1 and HSC70, several apolipoprotein-related factors. RNAi-based phenotypic validation identified strongest effects for ApoC1, likely due to two complementary effects. First, ApoC1 depletion reduced intracellular cholesterol level impairing HBV infection and SVP production, which was compensated by exogenous cholesterol substitution. Second, ApoC1 that is mainly enriched in high-density lipoprotein (HDL), associates with HBV virions and fSVPs and increases HBV infectivity. The same was found for hepatitis D virus (HDV), a satellite virus utilizing HBV envelopes. Supplementation of exogenous HDL enhanced infection most likely via scavenger receptor class B type 1 (SR-B1), the natural HDL receptor. Consistently, inhibition of SR-B1 suppressed HBV and HDV infection. ConclusionsWe established a method for obtaining highly purified HBV virions and fSVPs and identified the HDL component ApoC1 to associate with both particle types. ApoC1 promotes HBV and HDV infection most likely via SR-B1 facilitating viral entry.