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21 pages, 7511 KB  
Article
Stabilizing the Shield: C-Terminal Tail Mutation of HMPV F Protein for Enhanced Vaccine Design
by Reetesh Kumar, Subhomoi Borkotoky, Rohan Gupta, Jyoti Gupta, Somnath Maji, Savitri Tiwari, Rajeev K. Tyagi and Baldo Oliva
BioMedInformatics 2025, 5(3), 47; https://doi.org/10.3390/biomedinformatics5030047 - 28 Aug 2025
Viewed by 330
Abstract
Background: Human Metapneumovirus (HMPV) is a respiratory virus in the Pneumoviridae family. HMPV is an enveloped, negative-sense RNA virus encoding three surface proteins: SH, G, and F. The highly immunogenic fusion (F) protein is essential for viral entry and a key target for [...] Read more.
Background: Human Metapneumovirus (HMPV) is a respiratory virus in the Pneumoviridae family. HMPV is an enveloped, negative-sense RNA virus encoding three surface proteins: SH, G, and F. The highly immunogenic fusion (F) protein is essential for viral entry and a key target for vaccine development. The F protein exists in two conformations: prefusion and postfusion. The prefusion form is highly immunogenic and considered a potent vaccine antigen. However, this conformation needs to be stabilized to improve its immunogenicity for effective vaccine development. Specific mutations are necessary to maintain the prefusion state and prevent it from changing to the postfusion form. Methods: In silico mutagenesis was performed on the C-terminal domain of the pre-F protein, focusing on five amino acids at positions 469 to 473 (LVDQS), using the established pre-F structure (PDB: 8W3Q) as the reference. The amino acid sequence was sequentially mutated based on hydrophobicity, resulting in mutants M1 (IIFLL), M2 (LLIVL), M3 (WWVLL), and M4 (YMWLL). Increasing hydrophobicity was found to enhance protein stability and structural rigidity. Results: Epitope mapping revealed that all mutants displayed significant B and T cell epitopes similar to the reference protein. The structure and stability of all mutants were analyzed using molecular dynamics simulations, free energy calculations, and secondary structure analysis. Based on the lowest RMSD, clash score, MolProbity value, stable radius of gyration, and low RMSF, the M1 mutant demonstrated superior structural stability. Conclusions: Our findings indicate that the M1 mutant of the pre-F protein could be the most stable and structurally accurate candidate for vaccine development against HMPV. Full article
(This article belongs to the Section Computational Biology and Medicine)
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26 pages, 6717 KB  
Article
A Pan-H5N1 Multiepitope DNA Vaccine Construct Targeting Some Key Proteins of the Clade 2.3.4.4b Using AI-Assisted Epitope Mapping and Molecular Docking
by Nithyadevi Duraisamy, Abid Ullah Shah, Mohd Yasir Khan, Mohammed Cherkaoui and Maged Gomaa Hemida
Viruses 2025, 17(9), 1152; https://doi.org/10.3390/v17091152 - 22 Aug 2025
Viewed by 586
Abstract
The presently used vaccines do not offer solid immunity/protection against the currently circulating strains of the H5N1 viruses. We aim to design a pan-H5N1 vaccine that protects birds against the presently circulating clade 2.3.4.4b in chickens. We used AI tools, including epitope mapping, [...] Read more.
The presently used vaccines do not offer solid immunity/protection against the currently circulating strains of the H5N1 viruses. We aim to design a pan-H5N1 vaccine that protects birds against the presently circulating clade 2.3.4.4b in chickens. We used AI tools, including epitope mapping, molecular docking, and immune simulation, to design a multiepitope DNA vaccine including the top-ranked B and T cell epitopes within four major proteins (HA, NA, NP, and M2) of H5N1 clade 2.3.4.4b. We selected the top-ranked 12 epitopes and linked them together using linkers. The designed vaccine is linked to IL-18 as an adjuvant. The molecular docking results showed a high binding affinity of those predicted epitopes from the MHC I and MHC II classes of molecules with chicken alleles. The immune simulation results showed that the designed vaccine has the potential to stimulate the host immune response, including antibody and cell-mediated immunity in chickens and other birds. We believe this vaccine is going to be a universal vaccine that offers good protection against HPAI-H5N1 clade 2.3.4.4b. We are reporting the successful molecular cloning of a recombinant multiepitope-based vaccine spanning some key epitopes within some key proteins of the currently circulating H5N1 clade 2.3.4.4b. These designed vaccines could be a great positive impact on the protection of birds and various species of animals, as well as humans, against the HP-H5N1 influenza virus. Further studies are required to validate this vaccine candidate in chickens. Full article
(This article belongs to the Section Animal Viruses)
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15 pages, 5083 KB  
Article
A Lyophilizable Nanoparticle Vaccine Specific for a Novel Linear Neutralizing Epitope in the α2-α3 Helices of Domain 3 of Lethal Factor from Bacillus anthracis
by Jon Oscherwitz, Kemp Cease, David Milich, Thomas Braun, Fen Yu and David Whitacre
Toxins 2025, 17(8), 422; https://doi.org/10.3390/toxins17080422 - 20 Aug 2025
Viewed by 426
Abstract
Anthrax remains a serious bioterrorism threat for which new and thermostable vaccines are needed. We previously demonstrated that immunization of rabbits with multiple-antigenic-peptide (MAP) vaccines elicit antibody (Ab) against the loop-neutralizing-determinant (LND), a cryptic linear neutralizing epitope in the 2β2-2β3 loop of protective [...] Read more.
Anthrax remains a serious bioterrorism threat for which new and thermostable vaccines are needed. We previously demonstrated that immunization of rabbits with multiple-antigenic-peptide (MAP) vaccines elicit antibody (Ab) against the loop-neutralizing-determinant (LND), a cryptic linear neutralizing epitope in the 2β2-2β3 loop of protective antigen (PA) from Bacillus anthracis (B. anthracis), which mediates the complete protection of rabbits from inhalation spore challenge with B. anthracis Ames strain. Importantly, LND-specific Ab is not significantly elicited with PA-based vaccines. In the current study, we sought to identify a second unique neutralizing epitope which would also not overlap with the neutralizing specificities elicited by PA-based vaccines, and which could be combined with an LND vaccine as a prototype bivalent vaccine for anthrax. We evaluated linear peptide sequences in the α2-α3 helices of domain 3 of lethal factor (LF) in the form of virus-like particle (VLP) vaccines. Immunogenicity studies confirmed the presence of a 20-mer peptide sequence that is capable of eliciting protective levels of neutralizing Ab following two immunizations of rabbits using human-use adjuvants, and lyophilization of the VLPs did not diminish their immunogenicity. To our knowledge, this is the first demonstration that immunization with linear peptide sequences from LF can elicit protective levels of neutralizing Ab in vivo. Full article
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17 pages, 4316 KB  
Article
A Lyophilizable Nanoparticle Anthrax Vaccine Targeting the Loop-Neutralizing Determinant in Protective Antigen from Bacillus anthracis
by Jon Oscherwitz, Kemp Cease, David Milich, Tod Merkel, Thomas Braun, Fen Yu and David C. Whitacre
Microorganisms 2025, 13(8), 1878; https://doi.org/10.3390/microorganisms13081878 - 12 Aug 2025
Viewed by 413
Abstract
Anthrax remains a formidable bioterrorism threat for which new, optimized and thermostable vaccines are needed. We previously demonstrated that five immunizations of rabbits with a multiple-antigenic-peptide (MAP) vaccine in either Freund’s adjuvant or human-use adjuvants can elicit antibody (Ab) against the loop-neutralizing determinant [...] Read more.
Anthrax remains a formidable bioterrorism threat for which new, optimized and thermostable vaccines are needed. We previously demonstrated that five immunizations of rabbits with a multiple-antigenic-peptide (MAP) vaccine in either Freund’s adjuvant or human-use adjuvants can elicit antibody (Ab) against the loop-neutralizing determinant (LND), a cryptic neutralizing epitope in the 2β2-2β3 loop of protective antigen from Bacillus anthracis (B. anthracis), which mediates complete protection of rabbits from inhalation spore challenge with the B. anthracis Ames strain. To develop a more immunogenic vaccine, we molecularly constructed a virus-like particle (VLP) vaccine, comprising the Woodchuck hepatitis core antigen capsid (WHcAg) displaying 240 copies of the LND epitope on each nanoparticle. Initial studies showed that the LND-VLP was immunogenic in rabbits following two immunizations, and passive transfer of the rabbit sera into A/J mice conferred complete protection from aerosol challenge with B. anthracis. Further optimization of the vaccine revealed that the lyophilized LND-VLP vaccine was capable of eliciting highly protective levels of neutralizing antibody with two immunizations, and in some rabbits, a single immunization, using human-use adjuvants. A lyophilized LND-VLP nanoparticle vaccine may be an effective stand-alone vaccine or may complement PA-based vaccines as a future pre- or post-exposure vaccine for anthrax. Full article
(This article belongs to the Section Molecular Microbiology and Immunology)
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17 pages, 2396 KB  
Article
Lyme-Borreliosis Disease: IgM Epitope Mapping and Evaluation of a Serological Assay Based on Immunodominant Bi-Specific Peptides
by Mônica E. T. A. Chino, Paloma Napoleão-Pêgo, Virgínia L. N. Bonoldi, Gilberto S. Gazeta, João P. R. S. Carvalho, Carlos M. Morel, David W. Provance-Jr and Salvatore G. De-Simone
Biomedicines 2025, 13(8), 1930; https://doi.org/10.3390/biomedicines13081930 - 8 Aug 2025
Viewed by 389
Abstract
Lyme borreliosis (LB) is a tick-borne infection of global relevance that remains underrecognized, hindering effective surveillance and diagnosis. This lack of awareness and the limited specificity and low antibody titters of current serological assays underscore the need for improved diagnostic tools. Here, we [...] Read more.
Lyme borreliosis (LB) is a tick-borne infection of global relevance that remains underrecognized, hindering effective surveillance and diagnosis. This lack of awareness and the limited specificity and low antibody titters of current serological assays underscore the need for improved diagnostic tools. Here, we investigated the molecular fine specificity of IgM antibody responses to five proteins of Borrelia burgdorferi. Materials and Methods: We employed peptide arrays on cellulose support (SPOT synthesis) to screen IgM epitopes and assess cross-reactivity through databank searches and Enzyme-Linked Immunosorbent Assay (ELISA). Validation was performed using ELISA and Receiver Operating Characteristic (ROC) curve analysis. Results: We identified ten IgM epitopes, of which four were classified as specific. The ELISA peptide assay demonstrated a sensitivity of ≥87.3%, specificity of ≥56.2%, and accuracy of ≥66.6%. A bi-specific peptide was subsequently synthesized and evaluated by ELISA using a panel of patient sera representing different pathologies. This result showed a sensitivity of 85.0% and a specificity of 100.0%, with significant differences in cross-reactivity between the leptospirosis and syphilis groups. Conclusions: These findings indicate that the identified peptide combinations could facilitate the development of new, highly specific serodiagnostic assays, thereby enhancing public health initiatives and epidemiological studies. Full article
(This article belongs to the Special Issue Pathogenesis, Diagnosis and Treatment of Infectious Diseases)
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17 pages, 2547 KB  
Article
A Host Cell Vector Model for Analyzing Viral Protective Antigens and Host Immunity
by Sun-Min Ahn, Jin-Ha Song, Seung-Eun Son, Ho-Won Kim, Gun Kim, Seung-Min Hong, Kang-Seuk Choi and Hyuk-Joon Kwon
Int. J. Mol. Sci. 2025, 26(15), 7492; https://doi.org/10.3390/ijms26157492 - 2 Aug 2025
Viewed by 590
Abstract
Avian influenza A viruses (IAVs) pose a persistent threat to the poultry industry, causing substantial economic losses. Although traditional vaccines have helped reduce the disease burden, they typically rely on multivalent antigens, emphasize humoral immunity, and require intensive production. This study aimed to [...] Read more.
Avian influenza A viruses (IAVs) pose a persistent threat to the poultry industry, causing substantial economic losses. Although traditional vaccines have helped reduce the disease burden, they typically rely on multivalent antigens, emphasize humoral immunity, and require intensive production. This study aimed to establish a genetically matched host–cell system to evaluate antigen-specific immune responses and identify conserved CD8+ T cell epitopes in avian influenza viruses. To this end, we developed an MHC class I genotype (B21)-matched host (Lohmann VALO SPF chicken) and cell vector (DF-1 cell line) model. DF-1 cells were engineered to express the hemagglutinin (HA) gene of clade 2.3.4.4b H5N1 either transiently or stably, and to stably express the matrix 1 (M1) and nucleoprotein (NP) genes of A/chicken/South Korea/SL20/2020 (H9N2, Y280-lineage). Following prime-boost immunization with HA-expressing DF-1 cells, only live cells induced strong hemagglutination inhibition (HI) and virus-neutralizing (VN) antibody titers in haplotype-matched chickens. Importantly, immunization with DF-1 cells transiently expressing NP induced stronger IFN-γ production than those expressing M1, demonstrating the platform’s potential for differentiating antigen-specific cellular responses. CD8+ T cell epitope mapping by mass spectrometry identified one distinct MHC class I-bound peptide from each of the HA-, M1-, and NP-expressing DF-1 cell lines. Notably, the identified HA epitope was conserved in 97.6% of H5-subtype IAVs, and the NP epitope in 98.5% of pan-subtype IAVs. These findings highlight the platform’s utility for antigen dissection and rational vaccine design. While limited by MHC compatibility, this approach enables identification of naturally presented epitopes and provides insight into conserved, functionally constrained viral targets. Full article
(This article belongs to the Special Issue Molecular Research on Immune Response to Virus Infection and Vaccines)
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13 pages, 1778 KB  
Article
Preparation and Characterization of Monoclonal Antibodies Against the Porcine Rotavirus VP6 Protein
by Botao Sun, Dingyi Mao, Jing Chen, Xiaoqing Bi, Linke Zou, Jishan Bai, Rongchao Liu, Ping Hao, Qi Wang, Linhan Zhong, Panchi Zhang and Bin Zhou
Vet. Sci. 2025, 12(8), 710; https://doi.org/10.3390/vetsci12080710 - 29 Jul 2025
Viewed by 480
Abstract
Porcine Rotavirus (PoRV), a predominant causative agent of neonatal diarrhea in piglets, shares substantial genetic homology with human rotavirus and represents a considerable threat to both public health and the global swine industry in the absence of specific antiviral interventions. The VP6 protein, [...] Read more.
Porcine Rotavirus (PoRV), a predominant causative agent of neonatal diarrhea in piglets, shares substantial genetic homology with human rotavirus and represents a considerable threat to both public health and the global swine industry in the absence of specific antiviral interventions. The VP6 protein, an internal capsid component, is characterized by exceptional sequence conservation and robust immunogenicity, rendering it an ideal candidate for viral genotyping and vaccine development. In the present study, the recombinant plasmid pET28a(+)-VP6 was engineered to facilitate the high-yield expression and purification of the VP6 antigen. BALB/c mice were immunized to generate monoclonal antibodies (mAbs) through hybridoma technology, and the antigenic specificity of the resulting mAbs was stringently validated. Subsequently, a panel of truncated protein constructs was designed to precisely map linear B-cell epitopes, followed by comparative conservation analysis across diverse PoRV strains. Functional validation demonstrated that all three mAbs exhibited high-affinity binding to VP6, with a peak detection titer of 1:3,000,000 and exclusive specificity toward PoRVA. These antibodies effectively recognized representative genotypes such as G3 and X1, while exhibiting no cross-reactivity with unrelated viral pathogens; however, their reactivity against other PoRV serogroups (e.g., types B and C) remains to be further elucidated. Epitope mapping identified two novel linear B-cell epitopes, 128YIKNWNLQNR137 and 138RQRTGFVFHK147, both displaying strong sequence conservation among circulating PoRV strains. Collectively, these findings provide a rigorous experimental framework for the functional dissection of VP6 and reinforce its potential as a valuable diagnostic and immunoprophylactic target in PoRV control strategies. Full article
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8 pages, 1392 KB  
Brief Report
Determination of the Epitopes of Alpha-Glucosidase Anti-Drug Antibodies in Pompe Disease Patient Plasma Samples
by Evgeniy V. Petrotchenko, Andreas Hahn and Christoph H. Borchers
Antibodies 2025, 14(3), 64; https://doi.org/10.3390/antib14030064 - 28 Jul 2025
Viewed by 686
Abstract
Pompe disease is a rare autosomal-recessive neuromuscular disorder caused by a deficiency of the lysosomal enzyme acid alpha-glucosidase (GAA), leading to the pathological accumulation of glycogen and impaired autophagy. Enzyme replacement therapy (ERT) with recombinant human alpha-glucosidase (rhGAA) has been available since 2006, [...] Read more.
Pompe disease is a rare autosomal-recessive neuromuscular disorder caused by a deficiency of the lysosomal enzyme acid alpha-glucosidase (GAA), leading to the pathological accumulation of glycogen and impaired autophagy. Enzyme replacement therapy (ERT) with recombinant human alpha-glucosidase (rhGAA) has been available since 2006, but may lead to the formation of anti-drug antibodies (ADAs) against the recombinant human enzyme, which, in turn, may adversely affect the response to ERT. Knowledge of the antigenic determinants of rhGAA involved in interaction with ADAs may facilitate the development of strategies to attenuate the anti-drug immune response in patients. Here, we determined the rhGAA ADA epitopes in the plasma of Pompe disease patients using a series of affinity purifications combined with epitope extraction and label free quantitation LC-MS. Full article
(This article belongs to the Section Humoral Immunity)
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28 pages, 5780 KB  
Article
Multiscale Modeling and Dynamic Mutational Profiling of Binding Energetics and Immune Escape for Class I Antibodies with SARS-CoV-2 Spike Protein: Dissecting Mechanisms of High Resistance to Viral Escape Against Emerging Variants
by Mohammed Alshahrani, Vedant Parikh, Brandon Foley and Gennady Verkhivker
Viruses 2025, 17(8), 1029; https://doi.org/10.3390/v17081029 - 23 Jul 2025
Viewed by 752
Abstract
The rapid evolution of SARS-CoV-2 has underscored the need for a detailed understanding of antibody binding mechanisms to combat immune evasion by emerging variants. In this study, we investigated the interactions between Class I neutralizing antibodies—BD55-1205, BD-604, OMI-42, P5S-1H1, and P5S-2B10—and the receptor-binding [...] Read more.
The rapid evolution of SARS-CoV-2 has underscored the need for a detailed understanding of antibody binding mechanisms to combat immune evasion by emerging variants. In this study, we investigated the interactions between Class I neutralizing antibodies—BD55-1205, BD-604, OMI-42, P5S-1H1, and P5S-2B10—and the receptor-binding domain (RBD) of the SARS-CoV-2 spike protein using multiscale modeling, which combined molecular simulations with the ensemble-based mutational scanning of the binding interfaces and binding free energy computations. A central theme emerging from this work is that the unique binding strength and resilience to immune escape of the BD55-1205 antibody are determined by leveraging a broad epitope footprint and distributed hotspot architecture, additionally supported by backbone-mediated specific interactions, which are less sensitive to amino acid substitutions and together enable exceptional tolerance to mutational escape. In contrast, BD-604 and OMI-42 exhibit localized binding modes with strong dependence on side-chain interactions, rendering them particularly vulnerable to escape mutations at K417N, L455M, F456L and A475V. Similarly, P5S-1H1 and P5S-2B10 display intermediate behavior—effective in some contexts but increasingly susceptible to antigenic drift due to narrower epitope coverage and concentrated hotspots. Our computational predictions show strong agreement with experimental deep mutational scanning data, validating the accuracy of the models and reinforcing the value of binding hotspot mapping in predicting antibody vulnerability. This work highlights that neutralization breadth and durability are not solely dictated by epitope location, but also by how binding energy is distributed across the interface. The results provide atomistic insight into mechanisms driving resilience to immune escape for broadly neutralizing antibodies targeting the ACE2 binding interface—which stems from cumulative effects of structural diversity in binding contacts, redundancy in interaction patterns and reduced vulnerability to mutation-prone positions. Full article
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18 pages, 2502 KB  
Article
Epitope Variation in Hemagglutinin and Antibody Responses to Successive A/Victoria A(H1N1) Strains in Young and Older Adults Following Seasonal Influenza Vaccination: A Pilot Study
by Mónica Espinar-García, Isabel María Vallejo-Bermúdez, María Ángeles Onieva-García, Irene Reina-Alfonso, Luis Llapa-Chino, Pablo Álvarez-Heredia, Inmaculada Salcedo, Rafael Solana, Alejandra Pera and Alexander Batista-Duharte
Vaccines 2025, 13(7), 774; https://doi.org/10.3390/vaccines13070774 - 21 Jul 2025
Viewed by 610
Abstract
Background: Annual influenza vaccine updates target viral drift, but immune responses may be biased by original antigenic sin (OAS). Few studies have explored this across closely related strains. This study examines how OAS shapes responses to sequential influenza variants in the context of [...] Read more.
Background: Annual influenza vaccine updates target viral drift, but immune responses may be biased by original antigenic sin (OAS). Few studies have explored this across closely related strains. This study examines how OAS shapes responses to sequential influenza variants in the context of seasonal vaccination. Methods: We conducted a prospective, longitudinal study to assess the humoral immune response to the 2023–2024 seasonal influenza vaccine containing the A/Victoria/4897/2022 (H1N1) strain. Bioinformatic analyses compared the hemagglutinin (HA) sequences of A/Victoria/4897/2022 and the antigenically related A/Victoria/2570/2019 strain. B-cell epitopes were mapped with BepiPred-3.0 and BepiBlast, and their physicochemical properties analyzed via accessibility, β-turns, flexibility, and hydrophilicity. Antibody responses were measured pre- and 28 days post-Vaxigrip Tetra vaccination in young (18–35) and older (>65) adults, stratified by cytomegalovirus (CMV) serostatus. HA sequences showed >97% identity, with variations mainly in the globular head. Predicted B-cell epitopes overlapped variable sites, suggesting possible immune escape. Despite having been vaccinated against the 2022 strain, serology showed higher antibody titers against the 2019 HA strain in all participants. This pattern suggests a potential antigen imprinting effect, though confirmation awaits further analysis. Age groups differed: older adults showed greater variability, while younger CMV+ individuals tended toward stronger 2019 HA responses. Conclusions: These findings suggest a complex interplay of factors shaping immune responses, though the imprinting effect and the potential role of CMV warrant further exploration in larger, more focused studies. Full article
(This article belongs to the Special Issue Vaccine Development for Influenza Virus)
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16 pages, 1765 KB  
Article
Towards Understanding the Basis of Brucella Antigen–Antibody Specificity
by Amika Sood, David R. Bundle and Robert J. Woods
Molecules 2025, 30(14), 2906; https://doi.org/10.3390/molecules30142906 - 9 Jul 2025
Viewed by 457
Abstract
Brucellosis continues to be a significant global zoonotic infection, with diagnosis largely relying on the detection of antibodies against the Brucella O-polysaccharide (O-PS) A and M antigens. In this study, computational methods, including homology modeling, molecular docking, and molecular dynamics simulations, were applied [...] Read more.
Brucellosis continues to be a significant global zoonotic infection, with diagnosis largely relying on the detection of antibodies against the Brucella O-polysaccharide (O-PS) A and M antigens. In this study, computational methods, including homology modeling, molecular docking, and molecular dynamics simulations, were applied to investigate the interaction of the four murine monoclonal antibodies (mAbs) YsT9.1, YsT9.2, Bm10, and Bm28 with hexasaccharide fragments of the A and M epitopes. Through stringent stability criteria, based on interaction energies and mobility of the antigens, high-affinity binding of A antigen with YsT9.1 antibody and M antigen with Bm10 antibody was predicted. In both the complexes hydrophobic interactions dominate the antigen–antibody binding. These findings align well with experimental epitope mapping, indicating YsT9.1’s preference for internal sequences of the A epitope and Bm10’s preference for internal elements of the M epitope. Interestingly, no stable complexes were identified for YsT9.2 or Bm28 interacting with A or M antigen. This study provides valuable insights into the mechanism of molecular recognition of Brucella O-antigens that can be applied for the development of improved diagnostics, synthetic glycomimetics, and improved vaccine strategies. Full article
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15 pages, 1516 KB  
Article
B-Cell Epitope Mapping of the Treponema pallidum Tp0435 Immunodominant Lipoprotein for Peptide-Based Syphilis Diagnostics
by Jessica L. Keane, Mahashweta Bose, Barbara J. Molini, Kelika A. Konda, Silver K. Vargas, Michael Reyes Diaz, Carlos F. Caceres, Jeffrey D. Klausner, Rebecca S. Treger and Lorenzo Giacani
Diagnostics 2025, 15(11), 1443; https://doi.org/10.3390/diagnostics15111443 - 5 Jun 2025
Viewed by 931
Abstract
Background/Objectives: Syphilis, a chronic sexually transmitted disease caused by the spirochete Treponema pallidum subspecies pallidum (T. pallidum), is still endemic in low- and middle-income countries and has been resurgent for decades in many high-income nations despite being treatable. Improving our understanding of [...] Read more.
Background/Objectives: Syphilis, a chronic sexually transmitted disease caused by the spirochete Treponema pallidum subspecies pallidum (T. pallidum), is still endemic in low- and middle-income countries and has been resurgent for decades in many high-income nations despite being treatable. Improving our understanding of syphilis pathogenesis, immunology, and T. pallidum biology could result in novel measures to curtail syphilis spread, including new therapeutics, a preventive vaccine, and, most importantly, improved diagnostics. Methods: Using overlapping synthetic peptides spanning the length of the T. pallidum Tp0435 mature lipoprotein, an abundant antigen known to induce an immunodominant humoral response during both natural and experimental infection, we evaluated which Tp0435 linear epitopes are most significantly recognized by antibodies from an infected host. Specifically, we used sera from 63 patients with syphilis at different stages, sera from non-syphilis patients (n = 40), and sera longitudinally collected from 10 rabbits infected with either the Nichols or SS14 isolates of T. pallidum, which represent the model strains for the two known circulating clades of this pathogen, to further evaluate the use of this animal model for syphilis studies. Recognized amino acid sequences were then mapped to the experimentally determined Tp0435 structure. Results: Reactive epitopes in both serum groups mapped predominantly to the α-helix preceding Tp0435 soluble β-barrel and the loops of the barrel. Conclusions: In the current effort to improve current syphilis diagnostics, the peptides corresponding to these immunodominant epitopes could help develop epitope-based assays such as peptide-based ELISAs and lateral flow point-of-care tests to improve the performance of treponemal tests and expedite diagnosis in low-income settings, where the infection is still a significant concern for public health and access to facilities with laboratories equipped to perform complex procedures might be challenging. Full article
(This article belongs to the Special Issue Dermatology and Venereology: Diagnosis and Management)
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15 pages, 23341 KB  
Article
Discovery of Synergistic Broadly Neutralizing Antibodies Targeting Non-Dominant Epitopes on SARS-CoV-2 RBD and NTD
by Hualong Feng, Zuowei Wang, Ling Li, Yunjian Li, Maosheng Lu, Xixian Chen, Lin Hu, Yi Sun, Ruiping Du, Rongrong Qin, Xuanyi Chen, Liwei Jiang and Teng Zuo
Vaccines 2025, 13(6), 592; https://doi.org/10.3390/vaccines13060592 - 30 May 2025
Viewed by 816
Abstract
Background/Objectives: Identification and characterization of broadly neutralizing monoclonal antibodies from individuals exposed to SARS-CoV-2, either by infection or vaccination, can inform the development of next-generation vaccines and antibody therapeutics with pan-SARS-CoV-2 protection. Methods: Through single B cell sorting and RT-PCR, monoclonal [...] Read more.
Background/Objectives: Identification and characterization of broadly neutralizing monoclonal antibodies from individuals exposed to SARS-CoV-2, either by infection or vaccination, can inform the development of next-generation vaccines and antibody therapeutics with pan-SARS-CoV-2 protection. Methods: Through single B cell sorting and RT-PCR, monoclonal antibodies (mAbs) were isolated from a donor who experienced a BA.5 or BF.7 breakthrough infection after three doses of inactivated vaccines. Their binding and neutralizing capacities were measured with ELISA and a pseudovirus-based neutralization assay, respectively. Their epitopes were mapped by competition ELISA and site-directed mutation. Results: Among a total of 67 spike-specific mAbs cloned from the donor, four mAbs (KXD643, KXD652, KXD681, and KXD686) can neutralize all tested SARS-CoV-2 variants from wild-type to KP.3. Moreover, KXD643, KXD652, and KXD681 belong to a clonotype encoded by IGHV5-51 and IGKV1-13 and recognize the cryptic and conserved RBD-8 epitope on the receptor-binding domain (RBD). In contrast, KXD686 is encoded by IGHV1-69 and IGKV3-20 and targets a conserved epitope (NTD Site iv) outside the antigenic supersite (NTD Site i) of the N-terminal domain (NTD). Notably, antibody cocktails containing these two groups of mAbs can neutralize SARS-CoV-2 more potently due to synergistic effects. In addition, bispecific antibodies derived from KXD643 and KXD686 demonstrate further improved neutralizing potency compared to antibody cocktails. Conclusions: These four mAbs can be developed as candidates of pan-SARS-CoV-2 antibody therapeutics through further antibody engineering. On the other hand, vaccines designed to simultaneously elicit neutralizing antibodies towards RBD-8 and NTD Site iv have the potential to provide pan-SARS-CoV-2 protection. Full article
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24 pages, 2328 KB  
Article
Mass Spectrometric ITEM-FOUR Analysis Reveals Coding Single-Nucleotide Polymorphisms in Human Cardiac Troponin T That Evade Detection by Sandwich ELISAs Which Use Monoclonal Antibodies M7 and M11.7 from the Elecsys Troponin T® Assay
by Kristjan Kormann, Manuela Ruß, Claudia Röwer, Cornelia Koy and Michael O. Glocker
Int. J. Mol. Sci. 2025, 26(10), 4892; https://doi.org/10.3390/ijms26104892 - 20 May 2025
Viewed by 592
Abstract
Immunoassays for cardiac troponin, such as the Elecsys® hs-TnT, have become the gold standard for myocardial infarction diagnostics. While various protein/chemical factors affecting the troponin complex and thus its diagnostic accuracy have been investigated, the role of coding single-nucleotide polymorphisms remains underexplored. [...] Read more.
Immunoassays for cardiac troponin, such as the Elecsys® hs-TnT, have become the gold standard for myocardial infarction diagnostics. While various protein/chemical factors affecting the troponin complex and thus its diagnostic accuracy have been investigated, the role of coding single-nucleotide polymorphisms remains underexplored. To evaluate potential cSNP-induced interference with antibody binding in the Elecsys® hs-TnT immunoassay, we applied ITEM-FOUR, a mass spectrometry-based method that quantifies changes in antibody binding upon amino acid substitutions in epitope peptides. Candidate cSNPs were selected from the dbSNP database and were mapped to human cardiac troponin T by molecular modeling. Consuming micromolar antibody concentrations and microliter sample volumes, two wild-type and 17 cSNP-derived variant epitope peptides—six for monoclonal antibody M7 and eleven for monoclonal antibody M11.7—were investigated to reveal the binding motifs “V131-K134-E138-A142” for M7 and “E146-I150-R154-E157” for M11.7. Loss of binding to M11.7 was observed for substitutions Q148R (rs730880232), R154W (rs483352832), and R154Q (rs745632066), whereas the E138K (rs730881100) exchange disrupted binding of M7. Except for cSNP Q148R, they are associated with cardiomyopathies, placing affected individuals at risk of both underlying heart disease and false-negative hs-TnT assay results in cases of myocardial infarction. Our results highlight the need to account for cSNP-related interferences in antibody-based diagnostics. ITEM-FOUR offers a powerful approach for tackling this challenge, fostering next-generation assay development. Full article
(This article belongs to the Special Issue Recent Research on Cardiac Troponins)
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16 pages, 2378 KB  
Communication
In Silico Targeting and Immunological Profiling of PpiA in Mycobacterium tuberculosis: A Computational Approach
by Mohammad J. Nasiri, Lily Rogowski and Vishwanath Venketaraman
Pathogens 2025, 14(4), 370; https://doi.org/10.3390/pathogens14040370 - 9 Apr 2025
Viewed by 907
Abstract
Tuberculosis (TB) remains a leading cause of mortality, with drug resistance highlighting the need for new vaccine targets. Peptidyl-prolyl isomerase A (PpiA), a conserved Mycobacterium tuberculosis (Mtb) protein, plays a role in bacterial stress adaptation and immune evasion, making it a potential target [...] Read more.
Tuberculosis (TB) remains a leading cause of mortality, with drug resistance highlighting the need for new vaccine targets. Peptidyl-prolyl isomerase A (PpiA), a conserved Mycobacterium tuberculosis (Mtb) protein, plays a role in bacterial stress adaptation and immune evasion, making it a potential target for immunotherapy. This study uses computational methods to assess PpiA’s antigenicity, structural integrity, and immunogenic potential. The PpiA sequence was retrieved from NCBI and analyzed for antigenicity and allergenicity using VaxiJen, AllerTOP, and AllergenFP. Physicochemical properties were evaluated using ProtParam, and structural models were generated through PSIPRED and SWISS-MODEL. Structural validation was performed with MolProbity, QMEANDisCo, and ProSA-Web. B-cell epitopes were predicted using BepiPred 2.0 and IEDB, while T-cell epitopes were mapped via IEDB’s MHC-I and MHC-II tools. Epitope conservation across Mtb strains was confirmed using ConSurf. Results indicate PpiA is highly antigenic, non-allergenic, and stable, with several immunogenic epitopes identified for both B- and T-cells. This study supports PpiA as a promising immunogenic target for TB vaccine development. Full article
(This article belongs to the Special Issue Computational Approaches in Mechanisms of Pathogenesis)
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